warning: commands will be executed using /bin/sh
job 2165 at Tue Mar 25 21:28:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140318/YutaMouse20-140318/YutaMouse20-140318
ElecNo	3
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 3042614 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1014204 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 53276 members 
Mstep: Class 3 contains 53462 members 
Mstep: Class 4 contains 53080 members 
Mstep: Class 5 contains 53256 members 
Mstep: Class 6 contains 53239 members 
Mstep: Class 7 contains 53434 members 
Mstep: Class 8 contains 53442 members 
Mstep: Class 9 contains 53147 members 
Mstep: Class 10 contains 53408 members 
Mstep: Class 11 contains 53779 members 
Mstep: Class 12 contains 53078 members 
Mstep: Class 13 contains 53510 members 
Mstep: Class 14 contains 53318 members 
Mstep: Class 15 contains 53231 members 
Mstep: Class 16 contains 53859 members 
Mstep: Class 17 contains 53287 members 
Mstep: Class 18 contains 53181 members 
Mstep: Class 19 contains 53509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 398.734863 but Gain 3429.746094
Score: -132805392.000000 Penalty: 61735.398438
Iteration 0F: 19 clusters Score -1.328054e+08 nChanged 956680
Entering Unmasked Mstep 
Mstep: Class 0 contains 2335 members 
Mstep: Class 1 contains 219468 members 
Mstep: Class 2 contains 66810 members 
Mstep: Class 3 contains 26382 members 
Mstep: Class 4 contains 4593 members 
Mstep: Class 5 contains 19645 members 
Mstep: Class 6 contains 16469 members 
Mstep: Class 7 contains 25058 members 
Mstep: Class 8 contains 39098 members 
Mstep: Class 9 contains 86289 members 
Mstep: Class 10 contains 132492 members 
Mstep: Class 11 contains 30492 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 2452 members 
Mstep: Class 15 contains 88099 members 
Mstep: Class 16 contains 56020 members 
Mstep: Class 17 contains 35769 members 
Mstep: Class 18 contains 56033 members 
Mstep: Class 19 contains 97974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136017776.000000 Penalty: 61735.398438
Iteration 1F: 19 clusters Score -1.360178e+08 nChanged 340517
Entering Unmasked Mstep 
Mstep: Class 0 contains 2024 members 
Mstep: Class 1 contains 332479 members 
Mstep: Class 2 contains 67105 members 
Mstep: Class 3 contains 15994 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 10817 members 
Mstep: Class 6 contains 12150 members 
Mstep: Class 7 contains 14673 members 
Mstep: Class 8 contains 24891 members 
Mstep: Class 9 contains 82743 members 
Mstep: Class 10 contains 130460 members 
Mstep: Class 11 contains 25270 members 
Mstep: Class 12 contains 3866 members 
Mstep: Class 13 contains 2188 members 
Mstep: Class 15 contains 91294 members 
Mstep: Class 16 contains 41158 members 
Mstep: Class 17 contains 31115 members 
Mstep: Class 18 contains 29034 members 
Mstep: Class 19 contains 95757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2319.534180 but Gain 3429.742188
Score: -136335536.000000 Penalty: 58305.656250
Iteration 2F: 18 clusters Score -1.363355e+08 nChanged 236067
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 324461 members 
Mstep: Class 2 contains 70952 members 
Mstep: Class 3 contains 10036 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 4600 members 
Mstep: Class 6 contains 10436 members 
Mstep: Class 7 contains 10746 members 
Mstep: Class 8 contains 19720 members 
Mstep: Class 9 contains 92001 members 
Mstep: Class 10 contains 156508 members 
Mstep: Class 11 contains 20084 members 
Mstep: Class 13 contains 2925 members 
Mstep: Class 15 contains 102836 members 
Mstep: Class 16 contains 33237 members 
Mstep: Class 17 contains 28281 members 
Mstep: Class 18 contains 18237 members 
Mstep: Class 19 contains 107267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2997.069092 but Gain 3429.746094
Score: -136595360.000000 Penalty: 54875.910156
Iteration 3F: 17 clusters Score -1.365954e+08 nChanged 162529
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 288168 members 
Mstep: Class 2 contains 70518 members 
Mstep: Class 3 contains 5968 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 6 contains 11772 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 14609 members 
Mstep: Class 9 contains 107982 members 
Mstep: Class 10 contains 196031 members 
Mstep: Class 11 contains 14423 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 15 contains 110884 members 
Mstep: Class 16 contains 26570 members 
Mstep: Class 17 contains 25740 members 
Mstep: Class 18 contains 11324 members 
Mstep: Class 19 contains 117185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3294.647217 but Gain 3429.742188
Score: -136823664.000000 Penalty: 51446.167969
Iteration 4F: 16 clusters Score -1.368237e+08 nChanged 142341
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 264688 members 
Mstep: Class 2 contains 65713 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 6 contains 13262 members 
Mstep: Class 7 contains 6578 members 
Mstep: Class 8 contains 10244 members 
Mstep: Class 9 contains 123880 members 
Mstep: Class 10 contains 235309 members 
Mstep: Class 11 contains 9322 members 
Mstep: Class 13 contains 3097 members 
Mstep: Class 15 contains 109790 members 
Mstep: Class 16 contains 19789 members 
Mstep: Class 17 contains 23239 members 
Mstep: Class 18 contains 7051 members 
Mstep: Class 19 contains 120812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136942496.000000 Penalty: 51446.167969
Iteration 5F: 16 clusters Score -1.369425e+08 nChanged 131916
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 240237 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 6 contains 13974 members 
Mstep: Class 7 contains 5558 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 140004 members 
Mstep: Class 10 contains 268832 members 
Mstep: Class 11 contains 5844 members 
Mstep: Class 13 contains 3044 members 
Mstep: Class 15 contains 105010 members 
Mstep: Class 16 contains 14248 members 
Mstep: Class 17 contains 21215 members 
Mstep: Class 18 contains 4950 members 
Mstep: Class 19 contains 122123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137012752.000000 Penalty: 51446.167969
Iteration 6F: 16 clusters Score -1.370128e+08 nChanged 123266
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211333 members 
Mstep: Class 2 contains 57257 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 14119 members 
Mstep: Class 7 contains 5172 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 161023 members 
Mstep: Class 10 contains 291199 members 
Mstep: Class 11 contains 3877 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 15 contains 99073 members 
Mstep: Class 16 contains 10627 members 
Mstep: Class 17 contains 20063 members 
Mstep: Class 18 contains 4099 members 
Mstep: Class 19 contains 126875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2773.019043 but Gain 3429.746094
Score: -137044560.000000 Penalty: 48016.421875
Iteration 7F: 15 clusters Score -1.370446e+08 nChanged 117814
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 187854 members 
Mstep: Class 2 contains 54871 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 6 contains 14280 members 
Mstep: Class 7 contains 4946 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 188943 members 
Mstep: Class 10 contains 289034 members 
Mstep: Class 13 contains 2932 members 
Mstep: Class 15 contains 95054 members 
Mstep: Class 16 contains 8301 members 
Mstep: Class 17 contains 20318 members 
Mstep: Class 18 contains 3813 members 
Mstep: Class 19 contains 138467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137105872.000000 Penalty: 48016.421875
Iteration 8F: 15 clusters Score -1.371059e+08 nChanged 97079
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 168812 members 
Mstep: Class 2 contains 51982 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 14471 members 
Mstep: Class 7 contains 4726 members 
Mstep: Class 8 contains 3171 members 
Mstep: Class 9 contains 214546 members 
Mstep: Class 10 contains 275449 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 15 contains 90871 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 21037 members 
Mstep: Class 18 contains 3636 members 
Mstep: Class 19 contains 154364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164624.000000 Penalty: 48016.421875
Iteration 9F: 15 clusters Score -1.371646e+08 nChanged 84564
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153320 members 
Mstep: Class 2 contains 49461 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 14837 members 
Mstep: Class 7 contains 4640 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 228125 members 
Mstep: Class 10 contains 264439 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 15 contains 85667 members 
Mstep: Class 16 contains 5740 members 
Mstep: Class 17 contains 22252 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 174995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3330.582764 but Gain 3429.746094
Score: -137202640.000000 Penalty: 44586.675781
Iteration 10F: 14 clusters Score -1.372026e+08 nChanged 77288
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 143643 members 
Mstep: Class 2 contains 47987 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 15747 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 9 contains 230190 members 
Mstep: Class 10 contains 252706 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 15 contains 80797 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 23679 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 201636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137233728.000000 Penalty: 44586.675781
Iteration 11F: 14 clusters Score -1.372337e+08 nChanged 70574
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 137008 members 
Mstep: Class 2 contains 47946 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 16115 members 
Mstep: Class 7 contains 4832 members 
Mstep: Class 9 contains 223604 members 
Mstep: Class 10 contains 237725 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 15 contains 76974 members 
Mstep: Class 16 contains 4939 members 
Mstep: Class 17 contains 24620 members 
Mstep: Class 18 contains 3361 members 
Mstep: Class 19 contains 232686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137253536.000000 Penalty: 44586.675781
Iteration 12F: 14 clusters Score -1.372535e+08 nChanged 67725
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 130861 members 
Mstep: Class 2 contains 49774 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 16185 members 
Mstep: Class 7 contains 4971 members 
Mstep: Class 9 contains 213597 members 
Mstep: Class 10 contains 221076 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 15 contains 74105 members 
Mstep: Class 16 contains 4864 members 
Mstep: Class 17 contains 25399 members 
Mstep: Class 18 contains 3248 members 
Mstep: Class 19 contains 265736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137261408.000000 Penalty: 44586.675781
Iteration 13F: 14 clusters Score -1.372614e+08 nChanged 68083
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 124773 members 
Mstep: Class 2 contains 52976 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 16150 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 9 contains 203926 members 
Mstep: Class 10 contains 205040 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 15 contains 71735 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 26030 members 
Mstep: Class 18 contains 3133 members 
Mstep: Class 19 contains 295976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137223680.000000 Penalty: 44586.675781
Iteration 14F: 14 clusters Score -1.372237e+08 nChanged 68320
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 123468 members 
Mstep: Class 2 contains 58061 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 16122 members 
Mstep: Class 7 contains 5274 members 
Mstep: Class 9 contains 200350 members 
Mstep: Class 10 contains 195772 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 15 contains 70309 members 
Mstep: Class 16 contains 5456 members 
Mstep: Class 17 contains 26968 members 
Mstep: Class 18 contains 3015 members 
Mstep: Class 19 contains 305034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137213568.000000 Penalty: 44586.675781
Iteration 15F: 14 clusters Score -1.372136e+08 nChanged 53070
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 128559 members 
Mstep: Class 2 contains 63510 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 16003 members 
Mstep: Class 7 contains 5433 members 
Mstep: Class 9 contains 199011 members 
Mstep: Class 10 contains 196794 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 15 contains 68973 members 
Mstep: Class 16 contains 6150 members 
Mstep: Class 17 contains 27560 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 294950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137241744.000000 Penalty: 44586.675781
Iteration 16F: 14 clusters Score -1.372417e+08 nChanged 39815
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 135946 members 
Mstep: Class 2 contains 68266 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 15569 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 9 contains 196130 members 
Mstep: Class 10 contains 198743 members 
Mstep: Class 13 contains 2854 members 
Mstep: Class 15 contains 67444 members 
Mstep: Class 16 contains 7012 members 
Mstep: Class 17 contains 27602 members 
Mstep: Class 18 contains 2756 members 
Mstep: Class 19 contains 284779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137266496.000000 Penalty: 44586.675781
Iteration 17Q: 14 clusters Score -1.372665e+08 nChanged 33125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 144339 members 
Mstep: Class 2 contains 72160 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 14930 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 9 contains 191309 members 
Mstep: Class 10 contains 200366 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 15 contains 65947 members 
Mstep: Class 16 contains 8018 members 
Mstep: Class 17 contains 27533 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 276874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137286944.000000 Penalty: 44586.675781
Iteration 18Q: 14 clusters Score -1.372869e+08 nChanged 30556
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 75230 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 14160 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 9 contains 184940 members 
Mstep: Class 10 contains 201391 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 15 contains 64687 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 17 contains 27484 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 271178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137301824.000000 Penalty: 44586.675781
Iteration 19Q: 14 clusters Score -1.373018e+08 nChanged 28762
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 162589 members 
Mstep: Class 2 contains 77653 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 6 contains 13436 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 9 contains 178346 members 
Mstep: Class 10 contains 202310 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 15 contains 63605 members 
Mstep: Class 16 contains 10275 members 
Mstep: Class 17 contains 27524 members 
Mstep: Class 18 contains 2344 members 
Mstep: Class 19 contains 265838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137315472.000000 Penalty: 44586.675781
Iteration 20F: 14 clusters Score -1.373155e+08 nChanged 26429
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 171325 members 
Mstep: Class 2 contains 79600 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 6 contains 12858 members 
Mstep: Class 7 contains 5941 members 
Mstep: Class 9 contains 172607 members 
Mstep: Class 10 contains 203129 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 62735 members 
Mstep: Class 16 contains 11569 members 
Mstep: Class 17 contains 27477 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 260414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137325648.000000 Penalty: 44586.675781
Iteration 21Q: 14 clusters Score -1.373256e+08 nChanged 25360
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 178989 members 
Mstep: Class 2 contains 81066 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 6 contains 12334 members 
Mstep: Class 7 contains 5895 members 
Mstep: Class 9 contains 167518 members 
Mstep: Class 10 contains 203675 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 62112 members 
Mstep: Class 16 contains 12881 members 
Mstep: Class 17 contains 27479 members 
Mstep: Class 18 contains 2070 members 
Mstep: Class 19 contains 255830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137331712.000000 Penalty: 44586.675781
Iteration 22Q: 14 clusters Score -1.373317e+08 nChanged 24246
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 185543 members 
Mstep: Class 2 contains 82382 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 6 contains 11828 members 
Mstep: Class 7 contains 5807 members 
Mstep: Class 9 contains 163543 members 
Mstep: Class 10 contains 204810 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 61581 members 
Mstep: Class 16 contains 14269 members 
Mstep: Class 17 contains 27504 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 250601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137336512.000000 Penalty: 44586.675781
Iteration 23Q: 14 clusters Score -1.373365e+08 nChanged 22982
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 190906 members 
Mstep: Class 2 contains 83580 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 6 contains 11351 members 
Mstep: Class 7 contains 5724 members 
Mstep: Class 9 contains 160790 members 
Mstep: Class 10 contains 206415 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 61186 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 27472 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 244773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137340704.000000 Penalty: 44586.675781
Iteration 24Q: 14 clusters Score -1.373407e+08 nChanged 21709
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 194639 members 
Mstep: Class 2 contains 84649 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 6 contains 10902 members 
Mstep: Class 7 contains 5588 members 
Mstep: Class 9 contains 159616 members 
Mstep: Class 10 contains 208434 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 60899 members 
Mstep: Class 16 contains 17136 members 
Mstep: Class 17 contains 27450 members 
Mstep: Class 18 contains 1897 members 
Mstep: Class 19 contains 238639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137344608.000000 Penalty: 44586.675781
Iteration 25Q: 14 clusters Score -1.373446e+08 nChanged 20182
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 196661 members 
Mstep: Class 2 contains 85654 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 6 contains 10512 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 9 contains 159523 members 
Mstep: Class 10 contains 210793 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 60643 members 
Mstep: Class 16 contains 18551 members 
Mstep: Class 17 contains 27377 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 232837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137346624.000000 Penalty: 44586.675781
Iteration 26Q: 14 clusters Score -1.373466e+08 nChanged 18364
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 197375 members 
Mstep: Class 2 contains 86571 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 9 contains 160066 members 
Mstep: Class 10 contains 213481 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 60455 members 
Mstep: Class 16 contains 19867 members 
Mstep: Class 17 contains 27342 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 227443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137348320.000000 Penalty: 44586.675781
Iteration 27Q: 14 clusters Score -1.373483e+08 nChanged 17020
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 197123 members 
Mstep: Class 2 contains 87367 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 9834 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 9 contains 161050 members 
Mstep: Class 10 contains 216257 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 60283 members 
Mstep: Class 16 contains 21159 members 
Mstep: Class 17 contains 27200 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 222609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137350736.000000 Penalty: 44586.675781
Iteration 28Q: 14 clusters Score -1.373507e+08 nChanged 15745
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 196091 members 
Mstep: Class 2 contains 88092 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 4986 members 
Mstep: Class 9 contains 162304 members 
Mstep: Class 10 contains 218845 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 60161 members 
Mstep: Class 16 contains 22420 members 
Mstep: Class 17 contains 27107 members 
Mstep: Class 18 contains 1835 members 
Mstep: Class 19 contains 218455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137354224.000000 Penalty: 44586.675781
Iteration 29Q: 14 clusters Score -1.373542e+08 nChanged 14514
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 194598 members 
Mstep: Class 2 contains 88761 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 9306 members 
Mstep: Class 7 contains 4884 members 
Mstep: Class 9 contains 163681 members 
Mstep: Class 10 contains 221326 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 60025 members 
Mstep: Class 16 contains 23670 members 
Mstep: Class 17 contains 27040 members 
Mstep: Class 18 contains 1825 members 
Mstep: Class 19 contains 214734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137356112.000000 Penalty: 44586.675781
Iteration 30Q: 14 clusters Score -1.373561e+08 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 192960 members 
Mstep: Class 2 contains 89378 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 9089 members 
Mstep: Class 7 contains 4802 members 
Mstep: Class 9 contains 164899 members 
Mstep: Class 10 contains 223724 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 59874 members 
Mstep: Class 16 contains 24872 members 
Mstep: Class 17 contains 26956 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 211475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137358112.000000 Penalty: 44586.675781
Iteration 31Q: 14 clusters Score -1.373581e+08 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 191394 members 
Mstep: Class 2 contains 89949 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 8909 members 
Mstep: Class 7 contains 4747 members 
Mstep: Class 9 contains 165916 members 
Mstep: Class 10 contains 225994 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 59726 members 
Mstep: Class 16 contains 26081 members 
Mstep: Class 17 contains 26870 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 208445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137359056.000000 Penalty: 44586.675781
Iteration 32Q: 14 clusters Score -1.373591e+08 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 189914 members 
Mstep: Class 2 contains 90531 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 4691 members 
Mstep: Class 9 contains 166753 members 
Mstep: Class 10 contains 228220 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 59615 members 
Mstep: Class 16 contains 27273 members 
Mstep: Class 17 contains 26800 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 205450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137360272.000000 Penalty: 44586.675781
Iteration 33Q: 14 clusters Score -1.373603e+08 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 188590 members 
Mstep: Class 2 contains 91199 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 8675 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 9 contains 167451 members 
Mstep: Class 10 contains 230229 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 59482 members 
Mstep: Class 16 contains 28350 members 
Mstep: Class 17 contains 26739 members 
Mstep: Class 18 contains 1815 members 
Mstep: Class 19 contains 202663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137360400.000000 Penalty: 44586.675781
Iteration 34Q: 14 clusters Score -1.373604e+08 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 187329 members 
Mstep: Class 2 contains 91824 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 4610 members 
Mstep: Class 9 contains 168077 members 
Mstep: Class 10 contains 231982 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 59343 members 
Mstep: Class 16 contains 29387 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 18 contains 1813 members 
Mstep: Class 19 contains 200216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137361392.000000 Penalty: 44586.675781
Iteration 35Q: 14 clusters Score -1.373614e+08 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 186305 members 
Mstep: Class 2 contains 92384 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 8455 members 
Mstep: Class 7 contains 4581 members 
Mstep: Class 9 contains 168527 members 
Mstep: Class 10 contains 233327 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 59190 members 
Mstep: Class 16 contains 30430 members 
Mstep: Class 17 contains 26705 members 
Mstep: Class 18 contains 1813 members 
Mstep: Class 19 contains 198133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137361152.000000 Penalty: 44586.675781
Iteration 36Q: 14 clusters Score -1.373612e+08 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 185466 members 
Mstep: Class 2 contains 92914 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 8352 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 9 contains 168805 members 
Mstep: Class 10 contains 234379 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 59067 members 
Mstep: Class 16 contains 31374 members 
Mstep: Class 17 contains 26701 members 
Mstep: Class 18 contains 1813 members 
Mstep: Class 19 contains 196413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137361360.000000 Penalty: 44586.675781
Iteration 37Q: 14 clusters Score -1.373614e+08 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 184754 members 
Mstep: Class 2 contains 93437 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 7 contains 4541 members 
Mstep: Class 9 contains 169066 members 
Mstep: Class 10 contains 235007 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 58933 members 
Mstep: Class 16 contains 32254 members 
Mstep: Class 17 contains 26721 members 
Mstep: Class 18 contains 1813 members 
Mstep: Class 19 contains 195062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137361520.000000 Penalty: 44586.675781
Iteration 38Q: 14 clusters Score -1.373615e+08 nChanged 7396
Entering ConstructFrom: 
Score: -137361520.000000 Penalty: 44586.675781
Entering ConstructFrom: 
Trying to split cluster 1 (184171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184171 members 
Entering Unmasked Estep 
Score: -25369506.000000 Penalty: 3006.657715
	Iteration 0F: 2 clusters Score -2.536951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 91999 members 
Entering Unmasked Estep 
Score: -25257148.000000 Penalty: 6013.315430
	Iteration 0F: 3 clusters Score -2.525715e+07 nChanged 88364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 90169 members 
Entering Unmasked Estep 
Score: -25309352.000000 Penalty: 6013.315430
	Iteration 1F: 3 clusters Score -2.530935e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -25310262.000000 Penalty: 6013.315430
	Iteration 2Q: 3 clusters Score -2.531026e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96494 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -25311804.000000 Penalty: 6013.315430
	Iteration 3Q: 3 clusters Score -2.53118e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -25314162.000000 Penalty: 6013.315430
	Iteration 4Q: 3 clusters Score -2.531416e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102151 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -25317574.000000 Penalty: 6013.315430
	Iteration 5Q: 3 clusters Score -2.531757e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -25323232.000000 Penalty: 6013.315430
	Iteration 6F: 3 clusters Score -2.532323e+07 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112811 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -25331958.000000 Penalty: 6013.315430
	Iteration 7F: 3 clusters Score -2.533196e+07 nChanged 12566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118747 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -25341870.000000 Penalty: 6013.315430
	Iteration 8F: 3 clusters Score -2.534187e+07 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123474 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -25351240.000000 Penalty: 6013.315430
	Iteration 9F: 3 clusters Score -2.535124e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126650 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -25357386.000000 Penalty: 6013.315430
	Iteration 10F: 3 clusters Score -2.535739e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129021 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -25361162.000000 Penalty: 6013.315430
	Iteration 11Q: 3 clusters Score -2.536116e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131147 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -25364148.000000 Penalty: 6013.315430
	Iteration 12Q: 3 clusters Score -2.536415e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133171 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -25367048.000000 Penalty: 6013.315430
	Iteration 13Q: 3 clusters Score -2.536705e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135191 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -25369682.000000 Penalty: 6013.315430
	Iteration 14Q: 3 clusters Score -2.536968e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137032 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -25371600.000000 Penalty: 6013.315430
	Iteration 15Q: 3 clusters Score -2.53716e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138617 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -25373024.000000 Penalty: 6013.315430
	Iteration 16Q: 3 clusters Score -2.537302e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139972 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -25373872.000000 Penalty: 6013.315430
	Iteration 17Q: 3 clusters Score -2.537387e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141163 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -25374368.000000 Penalty: 6013.315430
	Iteration 18Q: 3 clusters Score -2.537437e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142214 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -25374620.000000 Penalty: 6013.315430
	Iteration 19Q: 3 clusters Score -2.537462e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143089 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -25374834.000000 Penalty: 6013.315430
	Iteration 20F: 3 clusters Score -2.537483e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143921 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -25374852.000000 Penalty: 6013.315430
	Iteration 21Q: 3 clusters Score -2.537485e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -25374900.000000 Penalty: 6013.315430
	Iteration 22Q: 3 clusters Score -2.53749e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145407 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -25374916.000000 Penalty: 6013.315430
	Iteration 23Q: 3 clusters Score -2.537492e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146070 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -25374968.000000 Penalty: 6013.315430
	Iteration 24Q: 3 clusters Score -2.537497e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146625 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -25374878.000000 Penalty: 6013.315430
	Iteration 25Q: 3 clusters Score -2.537488e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147086 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -25374866.000000 Penalty: 6013.315430
	Iteration 26Q: 3 clusters Score -2.537487e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147504 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -25374798.000000 Penalty: 6013.315430
	Iteration 27Q: 3 clusters Score -2.53748e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147918 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -25374846.000000 Penalty: 6013.315430
	Iteration 28Q: 3 clusters Score -2.537485e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148265 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -25374782.000000 Penalty: 6013.315430
	Iteration 29Q: 3 clusters Score -2.537478e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148595 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -25374688.000000 Penalty: 6013.315430
	Iteration 30Q: 3 clusters Score -2.537469e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148900 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -25374650.000000 Penalty: 6013.315430
	Iteration 31Q: 3 clusters Score -2.537465e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149202 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -25374650.000000 Penalty: 6013.315430
	Iteration 32Q: 3 clusters Score -2.537465e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149479 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -25374606.000000 Penalty: 6013.315430
	Iteration 33Q: 3 clusters Score -2.537461e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149748 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -25374572.000000 Penalty: 6013.315430
	Iteration 34Q: 3 clusters Score -2.537457e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149985 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -25374514.000000 Penalty: 6013.315430
	Iteration 35Q: 3 clusters Score -2.537451e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150182 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -25374466.000000 Penalty: 6013.315430
	Iteration 36Q: 3 clusters Score -2.537447e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150361 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -25374466.000000 Penalty: 6013.315430
	Iteration 37Q: 3 clusters Score -2.537447e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150539 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -25374460.000000 Penalty: 6013.315430
	Iteration 38Q: 3 clusters Score -2.537446e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150718 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -25374472.000000 Penalty: 6013.315430
	Iteration 39Q: 3 clusters Score -2.537447e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150882 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -25374480.000000 Penalty: 6013.315430
	Iteration 40F: 3 clusters Score -2.537448e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151036 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -25374496.000000 Penalty: 6013.315430
	Iteration 41Q: 3 clusters Score -2.53745e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151171 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -25374492.000000 Penalty: 6013.315430
	Iteration 42Q: 3 clusters Score -2.537449e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151281 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -25374480.000000 Penalty: 6013.315430
	Iteration 43Q: 3 clusters Score -2.537448e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151391 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -25374518.000000 Penalty: 6013.315430
	Iteration 44Q: 3 clusters Score -2.537452e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151492 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -25374500.000000 Penalty: 6013.315430
	Iteration 45Q: 3 clusters Score -2.53745e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151596 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -25374468.000000 Penalty: 6013.315430
	Iteration 46Q: 3 clusters Score -2.537447e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151714 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -25374472.000000 Penalty: 6013.315430
	Iteration 47Q: 3 clusters Score -2.537447e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151822 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -25374464.000000 Penalty: 6013.315430
	Iteration 48Q: 3 clusters Score -2.537446e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151922 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -25374418.000000 Penalty: 6013.315430
	Iteration 49Q: 3 clusters Score -2.537442e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152032 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -25374416.000000 Penalty: 6013.315430
	Iteration 50Q: 3 clusters Score -2.537442e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152140 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -25374402.000000 Penalty: 6013.315430
	Iteration 51Q: 3 clusters Score -2.53744e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152243 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -25374360.000000 Penalty: 6013.315430
	Iteration 52Q: 3 clusters Score -2.537436e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152336 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -25374366.000000 Penalty: 6013.315430
	Iteration 53Q: 3 clusters Score -2.537437e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152421 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -25374366.000000 Penalty: 6013.315430
	Iteration 54Q: 3 clusters Score -2.537437e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152501 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -25374374.000000 Penalty: 6013.315430
	Iteration 55Q: 3 clusters Score -2.537437e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152578 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -25374332.000000 Penalty: 6013.315430
	Iteration 56Q: 3 clusters Score -2.537433e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152621 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -25374342.000000 Penalty: 6013.315430
	Iteration 57Q: 3 clusters Score -2.537434e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -25374342.000000 Penalty: 6013.315430
	Iteration 58Q: 3 clusters Score -2.537434e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152695 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -25374316.000000 Penalty: 6013.315430
	Iteration 59Q: 3 clusters Score -2.537432e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152732 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -25374324.000000 Penalty: 6013.315430
	Iteration 60F: 3 clusters Score -2.537432e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152765 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -25374322.000000 Penalty: 6013.315430
	Iteration 61Q: 3 clusters Score -2.537432e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -25374304.000000 Penalty: 6013.315430
	Iteration 62Q: 3 clusters Score -2.53743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152817 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -25374288.000000 Penalty: 6013.315430
	Iteration 63Q: 3 clusters Score -2.537429e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152851 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -25374256.000000 Penalty: 6013.315430
	Iteration 64Q: 3 clusters Score -2.537426e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152878 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -25374282.000000 Penalty: 6013.315430
	Iteration 65Q: 3 clusters Score -2.537428e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152915 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -25374256.000000 Penalty: 6013.315430
	Iteration 66Q: 3 clusters Score -2.537426e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152953 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -25374266.000000 Penalty: 6013.315430
	Iteration 67Q: 3 clusters Score -2.537427e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152988 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -25374268.000000 Penalty: 6013.315430
	Iteration 68Q: 3 clusters Score -2.537427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -25374282.000000 Penalty: 6013.315430
	Iteration 69Q: 3 clusters Score -2.537428e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153054 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -25374282.000000 Penalty: 6013.315430
	Iteration 70Q: 3 clusters Score -2.537428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153083 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -25374282.000000 Penalty: 6013.315430
	Iteration 71Q: 3 clusters Score -2.537428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153099 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -25374286.000000 Penalty: 6013.315430
	Iteration 72Q: 3 clusters Score -2.537429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153114 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -25374290.000000 Penalty: 6013.315430
	Iteration 73Q: 3 clusters Score -2.537429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153124 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -25374290.000000 Penalty: 6013.315430
	Iteration 74Q: 3 clusters Score -2.537429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153134 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -25374302.000000 Penalty: 6013.315430
	Iteration 75Q: 3 clusters Score -2.53743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153147 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -25374276.000000 Penalty: 6013.315430
	Iteration 76Q: 3 clusters Score -2.537428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153160 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -25374282.000000 Penalty: 6013.315430
	Iteration 77Q: 3 clusters Score -2.537428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153169 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -25374266.000000 Penalty: 6013.315430
	Iteration 78Q: 3 clusters Score -2.537427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153177 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -25374274.000000 Penalty: 6013.315430
	Iteration 79Q: 3 clusters Score -2.537427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153184 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -25374276.000000 Penalty: 6013.315430
	Iteration 80F: 3 clusters Score -2.537428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153192 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -25374268.000000 Penalty: 6013.315430
	Iteration 81Q: 3 clusters Score -2.537427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153204 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -25374248.000000 Penalty: 6013.315430
	Iteration 82Q: 3 clusters Score -2.537425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153221 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -25374246.000000 Penalty: 6013.315430
	Iteration 83Q: 3 clusters Score -2.537425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153239 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -25374238.000000 Penalty: 6013.315430
	Iteration 84Q: 3 clusters Score -2.537424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153250 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -25374266.000000 Penalty: 6013.315430
	Iteration 85Q: 3 clusters Score -2.537427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153259 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -25374262.000000 Penalty: 6013.315430
	Iteration 86Q: 3 clusters Score -2.537426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153267 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -25374262.000000 Penalty: 6013.315430
	Iteration 87Q: 3 clusters Score -2.537426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -25374276.000000 Penalty: 6013.315430
	Iteration 88Q: 3 clusters Score -2.537428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153281 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -25374252.000000 Penalty: 6013.315430
	Iteration 89Q: 3 clusters Score -2.537425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -25374262.000000 Penalty: 6013.315430
	Iteration 90Q: 3 clusters Score -2.537426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -25374270.000000 Penalty: 6013.315430
	Iteration 91Q: 3 clusters Score -2.537427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153319 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -25374256.000000 Penalty: 6013.315430
	Iteration 92Q: 3 clusters Score -2.537426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153336 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -25374248.000000 Penalty: 6013.315430
	Iteration 93Q: 3 clusters Score -2.537425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153354 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -25374258.000000 Penalty: 6013.315430
	Iteration 94Q: 3 clusters Score -2.537426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153370 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -25374266.000000 Penalty: 6013.315430
	Iteration 95Q: 3 clusters Score -2.537427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153388 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -25374278.000000 Penalty: 6013.315430
	Iteration 96Q: 3 clusters Score -2.537428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -25374284.000000 Penalty: 6013.315430
	Iteration 97Q: 3 clusters Score -2.537428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153421 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -25374292.000000 Penalty: 6013.315430
	Iteration 98Q: 3 clusters Score -2.537429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153435 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -25374308.000000 Penalty: 6013.315430
	Iteration 99Q: 3 clusters Score -2.537431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -25374300.000000 Penalty: 6013.315430
	Iteration 100F: 3 clusters Score -2.53743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153477 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -25374280.000000 Penalty: 6013.315430
	Iteration 101Q: 3 clusters Score -2.537428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153496 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -25374276.000000 Penalty: 6013.315430
	Iteration 102Q: 3 clusters Score -2.537428e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153518 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -25374254.000000 Penalty: 6013.315430
	Iteration 103Q: 3 clusters Score -2.537425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153547 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -25374236.000000 Penalty: 6013.315430
	Iteration 104Q: 3 clusters Score -2.537424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153584 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -25374244.000000 Penalty: 6013.315430
	Iteration 105Q: 3 clusters Score -2.537424e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153625 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -25374216.000000 Penalty: 6013.315430
	Iteration 106Q: 3 clusters Score -2.537422e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153667 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -25374214.000000 Penalty: 6013.315430
	Iteration 107Q: 3 clusters Score -2.537421e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153711 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -25374210.000000 Penalty: 6013.315430
	Iteration 108Q: 3 clusters Score -2.537421e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153745 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -25374234.000000 Penalty: 6013.315430
	Iteration 109Q: 3 clusters Score -2.537423e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153778 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -25374236.000000 Penalty: 6013.315430
	Iteration 110Q: 3 clusters Score -2.537424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153797 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -25374236.000000 Penalty: 6013.315430
	Iteration 111Q: 3 clusters Score -2.537424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153807 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -25374226.000000 Penalty: 6013.315430
	Iteration 112Q: 3 clusters Score -2.537423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153817 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -25374220.000000 Penalty: 6013.315430
	Iteration 113Q: 3 clusters Score -2.537422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -25374216.000000 Penalty: 6013.315430
	Iteration 114Q: 3 clusters Score -2.537422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153826 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -25374206.000000 Penalty: 6013.315430
	Iteration 115Q: 3 clusters Score -2.537421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153830 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -25374210.000000 Penalty: 6013.315430
	Iteration 116Q: 3 clusters Score -2.537421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153835 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -25374202.000000 Penalty: 6013.315430
	Iteration 117Q: 3 clusters Score -2.53742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -25374184.000000 Penalty: 6013.315430
	Iteration 118Q: 3 clusters Score -2.537418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -25374188.000000 Penalty: 6013.315430
	Iteration 119Q: 3 clusters Score -2.537419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153845 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -25374208.000000 Penalty: 6013.315430
	Iteration 120F: 3 clusters Score -2.537421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153851 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -25374206.000000 Penalty: 6013.315430
	Iteration 121Q: 3 clusters Score -2.537421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153857 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -25374218.000000 Penalty: 6013.315430
	Iteration 122Q: 3 clusters Score -2.537422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153862 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -25374208.000000 Penalty: 6013.315430
	Iteration 123Q: 3 clusters Score -2.537421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -25374210.000000 Penalty: 6013.315430
	Iteration 124Q: 3 clusters Score -2.537421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -25374210.000000 Penalty: 6013.315430
	Iteration 125F: 3 clusters Score -2.537421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 93890 members 
Mstep: Class 3 contains 30304 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 6 contains 8197 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 9 contains 169277 members 
Mstep: Class 10 contains 235419 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 58813 members 
Mstep: Class 16 contains 33077 members 
Mstep: Class 17 contains 26791 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 19 contains 193880 members 
Entering Unmasked Estep 
Score: -137365968.000000 Penalty: 48016.421875
Splitting cluster 1 changes total score from -137361520.000000 to -137365968.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (93890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Entering Unmasked Estep 
Score: -12960077.000000 Penalty: 2839.569824
	Iteration 0F: 2 clusters Score -1.296008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -12897343.000000 Penalty: 5679.139648
	Iteration 0F: 3 clusters Score -1.289734e+07 nChanged 44242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -12922537.000000 Penalty: 5679.139648
	Iteration 1F: 3 clusters Score -1.292254e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -12923259.000000 Penalty: 5679.139648
	Iteration 2Q: 3 clusters Score -1.292326e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -12923784.000000 Penalty: 5679.139648
	Iteration 3Q: 3 clusters Score -1.292378e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -12924291.000000 Penalty: 5679.139648
	Iteration 4Q: 3 clusters Score -1.292429e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -12924970.000000 Penalty: 5679.139648
	Iteration 5Q: 3 clusters Score -1.292497e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -12925611.000000 Penalty: 5679.139648
	Iteration 6Q: 3 clusters Score -1.292561e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -12926513.000000 Penalty: 5679.139648
	Iteration 7Q: 3 clusters Score -1.292651e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -12927646.000000 Penalty: 5679.139648
	Iteration 8Q: 3 clusters Score -1.292765e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -12929192.000000 Penalty: 5679.139648
	Iteration 9Q: 3 clusters Score -1.292919e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -12931292.000000 Penalty: 5679.139648
	Iteration 10Q: 3 clusters Score -1.293129e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -12934283.000000 Penalty: 5679.139648
	Iteration 11F: 3 clusters Score -1.293428e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -12938130.000000 Penalty: 5679.139648
	Iteration 12F: 3 clusters Score -1.293813e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -12942274.000000 Penalty: 5679.139648
	Iteration 13F: 3 clusters Score -1.294227e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -12945653.000000 Penalty: 5679.139648
	Iteration 14F: 3 clusters Score -1.294565e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -12947498.000000 Penalty: 5679.139648
	Iteration 15Q: 3 clusters Score -1.29475e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -12948672.000000 Penalty: 5679.139648
	Iteration 16Q: 3 clusters Score -1.294867e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -12949587.000000 Penalty: 5679.139648
	Iteration 17Q: 3 clusters Score -1.294959e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -12950410.000000 Penalty: 5679.139648
	Iteration 18Q: 3 clusters Score -1.295041e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -12951175.000000 Penalty: 5679.139648
	Iteration 19Q: 3 clusters Score -1.295118e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -12951743.000000 Penalty: 5679.139648
	Iteration 20F: 3 clusters Score -1.295174e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -12952335.000000 Penalty: 5679.139648
	Iteration 21Q: 3 clusters Score -1.295234e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -12952902.000000 Penalty: 5679.139648
	Iteration 22Q: 3 clusters Score -1.29529e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 73881 members 
Entering Unmasked Estep 
Score: -12953421.000000 Penalty: 5679.139648
	Iteration 23Q: 3 clusters Score -1.295342e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -12953854.000000 Penalty: 5679.139648
	Iteration 24Q: 3 clusters Score -1.295385e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -12954206.000000 Penalty: 5679.139648
	Iteration 25Q: 3 clusters Score -1.295421e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -12954504.000000 Penalty: 5679.139648
	Iteration 26Q: 3 clusters Score -1.29545e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -12954918.000000 Penalty: 5679.139648
	Iteration 27Q: 3 clusters Score -1.295492e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -12955299.000000 Penalty: 5679.139648
	Iteration 28Q: 3 clusters Score -1.29553e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -12955676.000000 Penalty: 5679.139648
	Iteration 29Q: 3 clusters Score -1.295568e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -12955959.000000 Penalty: 5679.139648
	Iteration 30Q: 3 clusters Score -1.295596e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -12956206.000000 Penalty: 5679.139648
	Iteration 31Q: 3 clusters Score -1.295621e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 83002 members 
Entering Unmasked Estep 
Score: -12956450.000000 Penalty: 5679.139648
	Iteration 32Q: 3 clusters Score -1.295645e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -12956623.000000 Penalty: 5679.139648
	Iteration 33Q: 3 clusters Score -1.295662e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 84393 members 
Entering Unmasked Estep 
Score: -12956814.000000 Penalty: 5679.139648
	Iteration 34Q: 3 clusters Score -1.295681e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -12957019.000000 Penalty: 5679.139648
	Iteration 35Q: 3 clusters Score -1.295702e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 85561 members 
Entering Unmasked Estep 
Score: -12957127.000000 Penalty: 5679.139648
	Iteration 36Q: 3 clusters Score -1.295713e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -12957255.000000 Penalty: 5679.139648
	Iteration 37Q: 3 clusters Score -1.295726e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -12957346.000000 Penalty: 5679.139648
	Iteration 38Q: 3 clusters Score -1.295735e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -12957537.000000 Penalty: 5679.139648
	Iteration 39Q: 3 clusters Score -1.295754e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -12957689.000000 Penalty: 5679.139648
	Iteration 40F: 3 clusters Score -1.295769e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -12957752.000000 Penalty: 5679.139648
	Iteration 41Q: 3 clusters Score -1.295775e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -12957826.000000 Penalty: 5679.139648
	Iteration 42Q: 3 clusters Score -1.295783e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 88580 members 
Entering Unmasked Estep 
Score: -12957893.000000 Penalty: 5679.139648
	Iteration 43Q: 3 clusters Score -1.295789e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -12957982.000000 Penalty: 5679.139648
	Iteration 44Q: 3 clusters Score -1.295798e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -12958036.000000 Penalty: 5679.139648
	Iteration 45Q: 3 clusters Score -1.295804e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 89315 members 
Entering Unmasked Estep 
Score: -12958072.000000 Penalty: 5679.139648
	Iteration 46Q: 3 clusters Score -1.295807e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -12958147.000000 Penalty: 5679.139648
	Iteration 47Q: 3 clusters Score -1.295815e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -12958209.000000 Penalty: 5679.139648
	Iteration 48Q: 3 clusters Score -1.295821e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 89797 members 
Entering Unmasked Estep 
Score: -12958197.000000 Penalty: 5679.139648
	Iteration 49Q: 3 clusters Score -1.29582e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 89937 members 
Entering Unmasked Estep 
Score: -12958240.000000 Penalty: 5679.139648
	Iteration 50Q: 3 clusters Score -1.295824e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -12958291.000000 Penalty: 5679.139648
	Iteration 51Q: 3 clusters Score -1.295829e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -12958309.000000 Penalty: 5679.139648
	Iteration 52Q: 3 clusters Score -1.295831e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -12958301.000000 Penalty: 5679.139648
	Iteration 53Q: 3 clusters Score -1.29583e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -12958302.000000 Penalty: 5679.139648
	Iteration 54Q: 3 clusters Score -1.29583e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 90447 members 
Entering Unmasked Estep 
Score: -12958324.000000 Penalty: 5679.139648
	Iteration 55Q: 3 clusters Score -1.295832e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -12958325.000000 Penalty: 5679.139648
	Iteration 56Q: 3 clusters Score -1.295832e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 90564 members 
Entering Unmasked Estep 
Score: -12958339.000000 Penalty: 5679.139648
	Iteration 57Q: 3 clusters Score -1.295834e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -12958357.000000 Penalty: 5679.139648
	Iteration 58Q: 3 clusters Score -1.295836e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -12958348.000000 Penalty: 5679.139648
	Iteration 59Q: 3 clusters Score -1.295835e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -12958368.000000 Penalty: 5679.139648
	Iteration 60F: 3 clusters Score -1.295837e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -12958365.000000 Penalty: 5679.139648
	Iteration 61Q: 3 clusters Score -1.295836e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -12958354.000000 Penalty: 5679.139648
	Iteration 62Q: 3 clusters Score -1.295835e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -12958364.000000 Penalty: 5679.139648
	Iteration 63Q: 3 clusters Score -1.295836e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -12958396.000000 Penalty: 5679.139648
	Iteration 64Q: 3 clusters Score -1.29584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 90855 members 
Entering Unmasked Estep 
Score: -12958401.000000 Penalty: 5679.139648
	Iteration 65Q: 3 clusters Score -1.29584e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -12958390.000000 Penalty: 5679.139648
	Iteration 66Q: 3 clusters Score -1.295839e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -12958398.000000 Penalty: 5679.139648
	Iteration 67Q: 3 clusters Score -1.29584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 90926 members 
Entering Unmasked Estep 
Score: -12958396.000000 Penalty: 5679.139648
	Iteration 68Q: 3 clusters Score -1.29584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -12958413.000000 Penalty: 5679.139648
	Iteration 69Q: 3 clusters Score -1.295841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 90977 members 
Entering Unmasked Estep 
Score: -12958410.000000 Penalty: 5679.139648
	Iteration 70Q: 3 clusters Score -1.295841e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -12958412.000000 Penalty: 5679.139648
	Iteration 71Q: 3 clusters Score -1.295841e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -12958414.000000 Penalty: 5679.139648
	Iteration 72Q: 3 clusters Score -1.295841e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -12958412.000000 Penalty: 5679.139648
	Iteration 73Q: 3 clusters Score -1.295841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -12958414.000000 Penalty: 5679.139648
	Iteration 74Q: 3 clusters Score -1.295841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -12958430.000000 Penalty: 5679.139648
	Iteration 75Q: 3 clusters Score -1.295843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 91119 members 
Entering Unmasked Estep 
Score: -12958439.000000 Penalty: 5679.139648
	Iteration 76Q: 3 clusters Score -1.295844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -12958425.000000 Penalty: 5679.139648
	Iteration 77Q: 3 clusters Score -1.295842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -12958438.000000 Penalty: 5679.139648
	Iteration 78Q: 3 clusters Score -1.295844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 91153 members 
Entering Unmasked Estep 
Score: -12958444.000000 Penalty: 5679.139648
	Iteration 79Q: 3 clusters Score -1.295844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
Score: -12958423.000000 Penalty: 5679.139648
	Iteration 80F: 3 clusters Score -1.295842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 91176 members 
Entering Unmasked Estep 
Score: -12958407.000000 Penalty: 5679.139648
	Iteration 81Q: 3 clusters Score -1.295841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 91190 members 
Entering Unmasked Estep 
Score: -12958427.000000 Penalty: 5679.139648
	Iteration 82Q: 3 clusters Score -1.295843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
Score: -12958428.000000 Penalty: 5679.139648
	Iteration 83Q: 3 clusters Score -1.295843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 91209 members 
Entering Unmasked Estep 
Score: -12958422.000000 Penalty: 5679.139648
	Iteration 84Q: 3 clusters Score -1.295842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -12958414.000000 Penalty: 5679.139648
	Iteration 85Q: 3 clusters Score -1.295841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 91218 members 
Entering Unmasked Estep 
Score: -12958412.000000 Penalty: 5679.139648
	Iteration 86Q: 3 clusters Score -1.295841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -12958412.000000 Penalty: 5679.139648
	Iteration 87Q: 3 clusters Score -1.295841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 91223 members 
Entering Unmasked Estep 
Score: -12958422.000000 Penalty: 5679.139648
	Iteration 88Q: 3 clusters Score -1.295842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 91228 members 
Entering Unmasked Estep 
Score: -12958416.000000 Penalty: 5679.139648
	Iteration 89Q: 3 clusters Score -1.295842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
Score: -12958418.000000 Penalty: 5679.139648
	Iteration 90Q: 3 clusters Score -1.295842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -12958413.000000 Penalty: 5679.139648
	Iteration 91Q: 3 clusters Score -1.295841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -12958405.000000 Penalty: 5679.139648
	Iteration 92Q: 3 clusters Score -1.29584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -12958402.000000 Penalty: 5679.139648
	Iteration 93Q: 3 clusters Score -1.29584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -12958411.000000 Penalty: 5679.139648
	Iteration 94Q: 3 clusters Score -1.295841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -12958413.000000 Penalty: 5679.139648
	Iteration 95Q: 3 clusters Score -1.295841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 91270 members 
Entering Unmasked Estep 
Score: -12958415.000000 Penalty: 5679.139648
	Iteration 96Q: 3 clusters Score -1.295842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -12958394.000000 Penalty: 5679.139648
	Iteration 97Q: 3 clusters Score -1.295839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -12958418.000000 Penalty: 5679.139648
	Iteration 98Q: 3 clusters Score -1.295842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 91292 members 
Entering Unmasked Estep 
Score: -12958409.000000 Penalty: 5679.139648
	Iteration 99Q: 3 clusters Score -1.295841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -12958416.000000 Penalty: 5679.139648
	Iteration 100F: 3 clusters Score -1.295842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -12958416.000000 Penalty: 5679.139648
	Iteration 101Q: 3 clusters Score -1.295842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 91304 members 
Entering Unmasked Estep 
Score: -12958412.000000 Penalty: 5679.139648
	Iteration 102Q: 3 clusters Score -1.295841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 91306 members 
Entering Unmasked Estep 
Score: -12958410.000000 Penalty: 5679.139648
	Iteration 103Q: 3 clusters Score -1.295841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 91310 members 
Entering Unmasked Estep 
Score: -12958415.000000 Penalty: 5679.139648
	Iteration 104Q: 3 clusters Score -1.295842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 91313 members 
Entering Unmasked Estep 
Score: -12958412.000000 Penalty: 5679.139648
	Iteration 105Q: 3 clusters Score -1.295841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 91317 members 
Entering Unmasked Estep 
Score: -12958405.000000 Penalty: 5679.139648
	Iteration 106Q: 3 clusters Score -1.29584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -12958412.000000 Penalty: 5679.139648
	Iteration 107Q: 3 clusters Score -1.295841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 91325 members 
Entering Unmasked Estep 
Score: -12958421.000000 Penalty: 5679.139648
	Iteration 108Q: 3 clusters Score -1.295842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -12958416.000000 Penalty: 5679.139648
	Iteration 109Q: 3 clusters Score -1.295842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -12958412.000000 Penalty: 5679.139648
	Iteration 110Q: 3 clusters Score -1.295841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 91334 members 
Entering Unmasked Estep 
Score: -12958424.000000 Penalty: 5679.139648
	Iteration 111Q: 3 clusters Score -1.295842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -12958425.000000 Penalty: 5679.139648
	Iteration 112Q: 3 clusters Score -1.295842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -12958425.000000 Penalty: 5679.139648
	Iteration 113F: 3 clusters Score -1.295842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -171629.312500 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -171629.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -169430.000000 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -169430 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -170630.921875 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -170630.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -171606.968750 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -171607 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -172673.812500 Penalty: 3625.369141
	Iteration 3F: 3 clusters Score -172673.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -173568.062500 Penalty: 3625.369141
	Iteration 4F: 3 clusters Score -173568.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -173954.421875 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -173954.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -174154.328125 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -174154.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -174354.671875 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -174354.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174471.171875 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -174471.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -174507.187500 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -174507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -174513.500000 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -174513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -174520.000000 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -174520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -174522.296875 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -174522.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -174524.015625 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -174524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -174524.015625 Penalty: 3625.369141
	Iteration 14F: 3 clusters Score -174524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 93890 members 
Mstep: Class 3 contains 30304 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 8197 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 9 contains 169277 members 
Mstep: Class 10 contains 235419 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 58813 members 
Mstep: Class 16 contains 33077 members 
Mstep: Class 17 contains 26791 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 19 contains 193880 members 
Entering Unmasked Estep 
Score: -137367504.000000 Penalty: 51446.167969
Splitting cluster 4 changes total score from -137361520.000000 to -137367504.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (8197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Entering Unmasked Estep 
Score: -1058929.375000 Penalty: 2234.857666
	Iteration 0F: 2 clusters Score -1058929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1052442.000000 Penalty: 4469.715332
	Iteration 0F: 3 clusters Score -1052442 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1054341.125000 Penalty: 4469.715332
	Iteration 1F: 3 clusters Score -1054341 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1054838.125000 Penalty: 4469.715332
	Iteration 2F: 3 clusters Score -1054838 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1055618.250000 Penalty: 4469.715332
	Iteration 3F: 3 clusters Score -1055618 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1057003.875000 Penalty: 4469.715332
	Iteration 4F: 3 clusters Score -1057004 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1058311.250000 Penalty: 4469.715332
	Iteration 5F: 3 clusters Score -1058311 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1059284.125000 Penalty: 4469.715332
	Iteration 6F: 3 clusters Score -1059284 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1059893.500000 Penalty: 4469.715332
	Iteration 7F: 3 clusters Score -1059894 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1060226.875000 Penalty: 4469.715332
	Iteration 8Q: 3 clusters Score -1060227 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1060346.750000 Penalty: 4469.715332
	Iteration 9Q: 3 clusters Score -1060347 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1060405.375000 Penalty: 4469.715332
	Iteration 10Q: 3 clusters Score -1060405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1060443.250000 Penalty: 4469.715332
	Iteration 11Q: 3 clusters Score -1060443 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1060464.750000 Penalty: 4469.715332
	Iteration 12Q: 3 clusters Score -1060465 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1060479.875000 Penalty: 4469.715332
	Iteration 13Q: 3 clusters Score -1060480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1060489.375000 Penalty: 4469.715332
	Iteration 14Q: 3 clusters Score -1060489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1060498.000000 Penalty: 4469.715332
	Iteration 15Q: 3 clusters Score -1060498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1060503.625000 Penalty: 4469.715332
	Iteration 16Q: 3 clusters Score -1060504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1060510.250000 Penalty: 4469.715332
	Iteration 17Q: 3 clusters Score -1060510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1060512.750000 Penalty: 4469.715332
	Iteration 18Q: 3 clusters Score -1060513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1060514.625000 Penalty: 4469.715332
	Iteration 19Q: 3 clusters Score -1060515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1060516.000000 Penalty: 4469.715332
	Iteration 20F: 3 clusters Score -1060516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1060515.000000 Penalty: 4469.715332
	Iteration 21Q: 3 clusters Score -1060515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1060518.500000 Penalty: 4469.715332
	Iteration 22Q: 3 clusters Score -1060518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1060518.250000 Penalty: 4469.715332
	Iteration 23Q: 3 clusters Score -1060518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1060518.250000 Penalty: 4469.715332
	Iteration 24F: 3 clusters Score -1060518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 93890 members 
Mstep: Class 3 contains 30304 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 169277 members 
Mstep: Class 10 contains 235419 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 58813 members 
Mstep: Class 16 contains 33077 members 
Mstep: Class 17 contains 26791 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 19 contains 193880 members 
Entering Unmasked Estep 
Score: -137367584.000000 Penalty: 54875.910156
Splitting cluster 6 changes total score from -137361520.000000 to -137367584.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -639504.187500 Penalty: 2087.508545
	Iteration 0F: 2 clusters Score -639504.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -635279.437500 Penalty: 4175.017090
	Iteration 0F: 3 clusters Score -635279.4 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -636241.062500 Penalty: 4175.017090
	Iteration 1F: 3 clusters Score -636241.1 nChanged 341
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: -636452.812500 Penalty: 4175.017090
	Iteration 2F: 3 clusters Score -636452.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -636577.875000 Penalty: 4175.017090
	Iteration 3Q: 3 clusters Score -636577.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -636656.000000 Penalty: 4175.017090
	Iteration 4Q: 3 clusters Score -636656 nChanged 111
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: -636712.062500 Penalty: 4175.017090
	Iteration 5Q: 3 clusters Score -636712.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -636754.687500 Penalty: 4175.017090
	Iteration 6Q: 3 clusters Score -636754.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -636788.625000 Penalty: 4175.017090
	Iteration 7Q: 3 clusters Score -636788.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -636819.562500 Penalty: 4175.017090
	Iteration 8Q: 3 clusters Score -636819.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -636846.312500 Penalty: 4175.017090
	Iteration 9Q: 3 clusters Score -636846.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -636875.687500 Penalty: 4175.017090
	Iteration 10Q: 3 clusters Score -636875.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -636910.062500 Penalty: 4175.017090
	Iteration 11Q: 3 clusters Score -636910.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -636946.062500 Penalty: 4175.017090
	Iteration 12Q: 3 clusters Score -636946.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -636995.937500 Penalty: 4175.017090
	Iteration 13Q: 3 clusters Score -636995.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -637035.750000 Penalty: 4175.017090
	Iteration 14Q: 3 clusters Score -637035.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -637079.000000 Penalty: 4175.017090
	Iteration 15Q: 3 clusters Score -637079 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -637126.125000 Penalty: 4175.017090
	Iteration 16Q: 3 clusters Score -637126.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -637188.125000 Penalty: 4175.017090
	Iteration 17Q: 3 clusters Score -637188.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -637256.937500 Penalty: 4175.017090
	Iteration 18Q: 3 clusters Score -637256.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -637330.687500 Penalty: 4175.017090
	Iteration 19Q: 3 clusters Score -637330.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -637394.750000 Penalty: 4175.017090
	Iteration 20F: 3 clusters Score -637394.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -637457.625000 Penalty: 4175.017090
	Iteration 21Q: 3 clusters Score -637457.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -637542.062500 Penalty: 4175.017090
	Iteration 22Q: 3 clusters Score -637542.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -637630.687500 Penalty: 4175.017090
	Iteration 23Q: 3 clusters Score -637630.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -637696.500000 Penalty: 4175.017090
	Iteration 24Q: 3 clusters Score -637696.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -637755.062500 Penalty: 4175.017090
	Iteration 25Q: 3 clusters Score -637755.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -637806.500000 Penalty: 4175.017090
	Iteration 26Q: 3 clusters Score -637806.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -637847.500000 Penalty: 4175.017090
	Iteration 27Q: 3 clusters Score -637847.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -637889.000000 Penalty: 4175.017090
	Iteration 28Q: 3 clusters Score -637889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -637914.312500 Penalty: 4175.017090
	Iteration 29Q: 3 clusters Score -637914.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -637933.750000 Penalty: 4175.017090
	Iteration 30Q: 3 clusters Score -637933.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -637947.625000 Penalty: 4175.017090
	Iteration 31Q: 3 clusters Score -637947.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -637960.812500 Penalty: 4175.017090
	Iteration 32Q: 3 clusters Score -637960.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -637971.937500 Penalty: 4175.017090
	Iteration 33Q: 3 clusters Score -637971.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -637981.625000 Penalty: 4175.017090
	Iteration 34Q: 3 clusters Score -637981.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -637993.500000 Penalty: 4175.017090
	Iteration 35Q: 3 clusters Score -637993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -637998.062500 Penalty: 4175.017090
	Iteration 36Q: 3 clusters Score -637998.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -638000.375000 Penalty: 4175.017090
	Iteration 37Q: 3 clusters Score -638000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -638002.812500 Penalty: 4175.017090
	Iteration 38Q: 3 clusters Score -638002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -638003.625000 Penalty: 4175.017090
	Iteration 39Q: 3 clusters Score -638003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -638003.625000 Penalty: 4175.017090
	Iteration 40F: 3 clusters Score -638003.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (169277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169277 members 
Entering Unmasked Estep 
Score: -23377764.000000 Penalty: 2985.744141
	Iteration 0F: 2 clusters Score -2.337776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -23269782.000000 Penalty: 5971.488281
	Iteration 0F: 3 clusters Score -2.326978e+07 nChanged 81397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -23317612.000000 Penalty: 5971.488281
	Iteration 1F: 3 clusters Score -2.331761e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -23319120.000000 Penalty: 5971.488281
	Iteration 2Q: 3 clusters Score -2.331912e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 90350 members 
Entering Unmasked Estep 
Score: -23321192.000000 Penalty: 5971.488281
	Iteration 3Q: 3 clusters Score -2.332119e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 93792 members 
Entering Unmasked Estep 
Score: -23324244.000000 Penalty: 5971.488281
	Iteration 4Q: 3 clusters Score -2.332424e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 98675 members 
Entering Unmasked Estep 
Score: -23328320.000000 Penalty: 5971.488281
	Iteration 5F: 3 clusters Score -2.332832e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 104863 members 
Entering Unmasked Estep 
Score: -23333894.000000 Penalty: 5971.488281
	Iteration 6F: 3 clusters Score -2.333389e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 111793 members 
Entering Unmasked Estep 
Score: -23340576.000000 Penalty: 5971.488281
	Iteration 7F: 3 clusters Score -2.334058e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 118679 members 
Entering Unmasked Estep 
Score: -23347380.000000 Penalty: 5971.488281
	Iteration 8F: 3 clusters Score -2.334738e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 124813 members 
Entering Unmasked Estep 
Score: -23354198.000000 Penalty: 5971.488281
	Iteration 9F: 3 clusters Score -2.33542e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 129496 members 
Entering Unmasked Estep 
Score: -23359344.000000 Penalty: 5971.488281
	Iteration 10Q: 3 clusters Score -2.335934e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 133087 members 
Entering Unmasked Estep 
Score: -23362828.000000 Penalty: 5971.488281
	Iteration 11Q: 3 clusters Score -2.336283e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 136221 members 
Entering Unmasked Estep 
Score: -23364744.000000 Penalty: 5971.488281
	Iteration 12Q: 3 clusters Score -2.336474e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 139514 members 
Entering Unmasked Estep 
Score: -23366524.000000 Penalty: 5971.488281
	Iteration 13Q: 3 clusters Score -2.336652e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 142863 members 
Entering Unmasked Estep 
Score: -23367950.000000 Penalty: 5971.488281
	Iteration 14Q: 3 clusters Score -2.336795e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 146188 members 
Entering Unmasked Estep 
Score: -23369398.000000 Penalty: 5971.488281
	Iteration 15Q: 3 clusters Score -2.33694e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 149400 members 
Entering Unmasked Estep 
Score: -23370278.000000 Penalty: 5971.488281
	Iteration 16Q: 3 clusters Score -2.337028e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 152447 members 
Entering Unmasked Estep 
Score: -23371100.000000 Penalty: 5971.488281
	Iteration 17Q: 3 clusters Score -2.33711e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 155244 members 
Entering Unmasked Estep 
Score: -23372094.000000 Penalty: 5971.488281
	Iteration 18Q: 3 clusters Score -2.337209e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 157799 members 
Entering Unmasked Estep 
Score: -23372904.000000 Penalty: 5971.488281
	Iteration 19Q: 3 clusters Score -2.33729e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 159936 members 
Entering Unmasked Estep 
Score: -23373410.000000 Penalty: 5971.488281
	Iteration 20F: 3 clusters Score -2.337341e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 161730 members 
Entering Unmasked Estep 
Score: -23373942.000000 Penalty: 5971.488281
	Iteration 21Q: 3 clusters Score -2.337394e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 163312 members 
Entering Unmasked Estep 
Score: -23374358.000000 Penalty: 5971.488281
	Iteration 22Q: 3 clusters Score -2.337436e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 164483 members 
Entering Unmasked Estep 
Score: -23374530.000000 Penalty: 5971.488281
	Iteration 23Q: 3 clusters Score -2.337453e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 165424 members 
Entering Unmasked Estep 
Score: -23374648.000000 Penalty: 5971.488281
	Iteration 24Q: 3 clusters Score -2.337465e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 166103 members 
Entering Unmasked Estep 
Score: -23374832.000000 Penalty: 5971.488281
	Iteration 25Q: 3 clusters Score -2.337483e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 166597 members 
Entering Unmasked Estep 
Score: -23374972.000000 Penalty: 5971.488281
	Iteration 26Q: 3 clusters Score -2.337497e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 166988 members 
Entering Unmasked Estep 
Score: -23375114.000000 Penalty: 5971.488281
	Iteration 27Q: 3 clusters Score -2.337511e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 167264 members 
Entering Unmasked Estep 
Score: -23375184.000000 Penalty: 5971.488281
	Iteration 28Q: 3 clusters Score -2.337518e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 167480 members 
Entering Unmasked Estep 
Score: -23375238.000000 Penalty: 5971.488281
	Iteration 29Q: 3 clusters Score -2.337524e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 167645 members 
Entering Unmasked Estep 
Score: -23375320.000000 Penalty: 5971.488281
	Iteration 30Q: 3 clusters Score -2.337532e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 167745 members 
Entering Unmasked Estep 
Score: -23375320.000000 Penalty: 5971.488281
	Iteration 31Q: 3 clusters Score -2.337532e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 167828 members 
Entering Unmasked Estep 
Score: -23375354.000000 Penalty: 5971.488281
	Iteration 32Q: 3 clusters Score -2.337535e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 167893 members 
Entering Unmasked Estep 
Score: -23375382.000000 Penalty: 5971.488281
	Iteration 33Q: 3 clusters Score -2.337538e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 167939 members 
Entering Unmasked Estep 
Score: -23375398.000000 Penalty: 5971.488281
	Iteration 34Q: 3 clusters Score -2.33754e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 167971 members 
Entering Unmasked Estep 
Score: -23375416.000000 Penalty: 5971.488281
	Iteration 35Q: 3 clusters Score -2.337542e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 168000 members 
Entering Unmasked Estep 
Score: -23375430.000000 Penalty: 5971.488281
	Iteration 36Q: 3 clusters Score -2.337543e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 168019 members 
Entering Unmasked Estep 
Score: -23375438.000000 Penalty: 5971.488281
	Iteration 37Q: 3 clusters Score -2.337544e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 168036 members 
Entering Unmasked Estep 
Score: -23375444.000000 Penalty: 5971.488281
	Iteration 38Q: 3 clusters Score -2.337544e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 168059 members 
Entering Unmasked Estep 
Score: -23375442.000000 Penalty: 5971.488281
	Iteration 39Q: 3 clusters Score -2.337544e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 168080 members 
Entering Unmasked Estep 
Score: -23375470.000000 Penalty: 5971.488281
	Iteration 40F: 3 clusters Score -2.337547e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 168110 members 
Entering Unmasked Estep 
Score: -23375468.000000 Penalty: 5971.488281
	Iteration 41Q: 3 clusters Score -2.337547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 168130 members 
Entering Unmasked Estep 
Score: -23375460.000000 Penalty: 5971.488281
	Iteration 42Q: 3 clusters Score -2.337546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 168147 members 
Entering Unmasked Estep 
Score: -23375476.000000 Penalty: 5971.488281
	Iteration 43Q: 3 clusters Score -2.337548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 168155 members 
Entering Unmasked Estep 
Score: -23375494.000000 Penalty: 5971.488281
	Iteration 44Q: 3 clusters Score -2.337549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 168165 members 
Entering Unmasked Estep 
Score: -23375488.000000 Penalty: 5971.488281
	Iteration 45Q: 3 clusters Score -2.337549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 168173 members 
Entering Unmasked Estep 
Score: -23375492.000000 Penalty: 5971.488281
	Iteration 46Q: 3 clusters Score -2.337549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 168180 members 
Entering Unmasked Estep 
Score: -23375502.000000 Penalty: 5971.488281
	Iteration 47Q: 3 clusters Score -2.33755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 168188 members 
Entering Unmasked Estep 
Score: -23375498.000000 Penalty: 5971.488281
	Iteration 48Q: 3 clusters Score -2.33755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 168196 members 
Entering Unmasked Estep 
Score: -23375488.000000 Penalty: 5971.488281
	Iteration 49Q: 3 clusters Score -2.337549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 168205 members 
Entering Unmasked Estep 
Score: -23375508.000000 Penalty: 5971.488281
	Iteration 50Q: 3 clusters Score -2.337551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 168215 members 
Entering Unmasked Estep 
Score: -23375476.000000 Penalty: 5971.488281
	Iteration 51Q: 3 clusters Score -2.337548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 168224 members 
Entering Unmasked Estep 
Score: -23375486.000000 Penalty: 5971.488281
	Iteration 52Q: 3 clusters Score -2.337549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 168226 members 
Entering Unmasked Estep 
Score: -23375482.000000 Penalty: 5971.488281
	Iteration 53Q: 3 clusters Score -2.337548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 168227 members 
Entering Unmasked Estep 
Score: -23375480.000000 Penalty: 5971.488281
	Iteration 54Q: 3 clusters Score -2.337548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 168228 members 
Entering Unmasked Estep 
Score: -23375482.000000 Penalty: 5971.488281
	Iteration 55Q: 3 clusters Score -2.337548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 168228 members 
Entering Unmasked Estep 
Score: -23375482.000000 Penalty: 5971.488281
	Iteration 56F: 3 clusters Score -2.337548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (235419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235419 members 
Entering Unmasked Estep 
Score: -32365846.000000 Penalty: 3067.542480
	Iteration 0F: 2 clusters Score -3.236585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117692 members 
Mstep: Class 2 contains 117727 members 
Entering Unmasked Estep 
Score: -32224772.000000 Penalty: 6135.084961
	Iteration 0F: 3 clusters Score -3.222477e+07 nChanged 113519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117807 members 
Mstep: Class 2 contains 117612 members 
Entering Unmasked Estep 
Score: -32291396.000000 Penalty: 6135.084961
	Iteration 1F: 3 clusters Score -3.22914e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117291 members 
Mstep: Class 2 contains 118128 members 
Entering Unmasked Estep 
Score: -32292748.000000 Penalty: 6135.084961
	Iteration 2Q: 3 clusters Score -3.229275e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116406 members 
Mstep: Class 2 contains 119013 members 
Entering Unmasked Estep 
Score: -32294970.000000 Penalty: 6135.084961
	Iteration 3Q: 3 clusters Score -3.229497e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114859 members 
Mstep: Class 2 contains 120560 members 
Entering Unmasked Estep 
Score: -32298748.000000 Penalty: 6135.084961
	Iteration 4Q: 3 clusters Score -3.229875e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112377 members 
Mstep: Class 2 contains 123042 members 
Entering Unmasked Estep 
Score: -32305320.000000 Penalty: 6135.084961
	Iteration 5F: 3 clusters Score -3.230532e+07 nChanged 14838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 126760 members 
Entering Unmasked Estep 
Score: -32315734.000000 Penalty: 6135.084961
	Iteration 6F: 3 clusters Score -3.231573e+07 nChanged 17277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103832 members 
Mstep: Class 2 contains 131587 members 
Entering Unmasked Estep 
Score: -32329204.000000 Penalty: 6135.084961
	Iteration 7F: 3 clusters Score -3.23292e+07 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 136074 members 
Entering Unmasked Estep 
Score: -32341670.000000 Penalty: 6135.084961
	Iteration 8F: 3 clusters Score -3.234167e+07 nChanged 13727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 139659 members 
Entering Unmasked Estep 
Score: -32349226.000000 Penalty: 6135.084961
	Iteration 9F: 3 clusters Score -3.234923e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92778 members 
Mstep: Class 2 contains 142641 members 
Entering Unmasked Estep 
Score: -32352392.000000 Penalty: 6135.084961
	Iteration 10Q: 3 clusters Score -3.235239e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 145680 members 
Entering Unmasked Estep 
Score: -32354008.000000 Penalty: 6135.084961
	Iteration 11Q: 3 clusters Score -3.235401e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 149089 members 
Entering Unmasked Estep 
Score: -32355590.000000 Penalty: 6135.084961
	Iteration 12Q: 3 clusters Score -3.235559e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 152686 members 
Entering Unmasked Estep 
Score: -32356894.000000 Penalty: 6135.084961
	Iteration 13Q: 3 clusters Score -3.235689e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 156567 members 
Entering Unmasked Estep 
Score: -32358248.000000 Penalty: 6135.084961
	Iteration 14Q: 3 clusters Score -3.235825e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 160722 members 
Entering Unmasked Estep 
Score: -32359558.000000 Penalty: 6135.084961
	Iteration 15Q: 3 clusters Score -3.235956e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 165156 members 
Entering Unmasked Estep 
Score: -32361084.000000 Penalty: 6135.084961
	Iteration 16Q: 3 clusters Score -3.236108e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 169748 members 
Entering Unmasked Estep 
Score: -32362548.000000 Penalty: 6135.084961
	Iteration 17Q: 3 clusters Score -3.236255e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 174153 members 
Entering Unmasked Estep 
Score: -32363780.000000 Penalty: 6135.084961
	Iteration 18Q: 3 clusters Score -3.236378e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 178417 members 
Entering Unmasked Estep 
Score: -32365006.000000 Penalty: 6135.084961
	Iteration 19Q: 3 clusters Score -3.236501e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 182569 members 
Entering Unmasked Estep 
Score: -32365858.000000 Penalty: 6135.084961
	Iteration 20F: 3 clusters Score -3.236586e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 186577 members 
Entering Unmasked Estep 
Score: -32366344.000000 Penalty: 6135.084961
	Iteration 21Q: 3 clusters Score -3.236634e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 190351 members 
Entering Unmasked Estep 
Score: -32366636.000000 Penalty: 6135.084961
	Iteration 22Q: 3 clusters Score -3.236664e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 193937 members 
Entering Unmasked Estep 
Score: -32366726.000000 Penalty: 6135.084961
	Iteration 23Q: 3 clusters Score -3.236673e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 197331 members 
Entering Unmasked Estep 
Score: -32366758.000000 Penalty: 6135.084961
	Iteration 24Q: 3 clusters Score -3.236676e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 200529 members 
Entering Unmasked Estep 
Score: -32366658.000000 Penalty: 6135.084961
	Iteration 25Q: 3 clusters Score -3.236666e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 203527 members 
Entering Unmasked Estep 
Score: -32366486.000000 Penalty: 6135.084961
	Iteration 26Q: 3 clusters Score -3.236649e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 206235 members 
Entering Unmasked Estep 
Score: -32366346.000000 Penalty: 6135.084961
	Iteration 27Q: 3 clusters Score -3.236635e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 208795 members 
Entering Unmasked Estep 
Score: -32366284.000000 Penalty: 6135.084961
	Iteration 28Q: 3 clusters Score -3.236628e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 211174 members 
Entering Unmasked Estep 
Score: -32366186.000000 Penalty: 6135.084961
	Iteration 29Q: 3 clusters Score -3.236619e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 213380 members 
Entering Unmasked Estep 
Score: -32366308.000000 Penalty: 6135.084961
	Iteration 30Q: 3 clusters Score -3.236631e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 215400 members 
Entering Unmasked Estep 
Score: -32366196.000000 Penalty: 6135.084961
	Iteration 31Q: 3 clusters Score -3.23662e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 217246 members 
Entering Unmasked Estep 
Score: -32366258.000000 Penalty: 6135.084961
	Iteration 32Q: 3 clusters Score -3.236626e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 218919 members 
Entering Unmasked Estep 
Score: -32366282.000000 Penalty: 6135.084961
	Iteration 33Q: 3 clusters Score -3.236628e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 220421 members 
Entering Unmasked Estep 
Score: -32366196.000000 Penalty: 6135.084961
	Iteration 34Q: 3 clusters Score -3.23662e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 221787 members 
Entering Unmasked Estep 
Score: -32366198.000000 Penalty: 6135.084961
	Iteration 35Q: 3 clusters Score -3.23662e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 223001 members 
Entering Unmasked Estep 
Score: -32366144.000000 Penalty: 6135.084961
	Iteration 36Q: 3 clusters Score -3.236614e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 224038 members 
Entering Unmasked Estep 
Score: -32366046.000000 Penalty: 6135.084961
	Iteration 37Q: 3 clusters Score -3.236605e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 224966 members 
Entering Unmasked Estep 
Score: -32365956.000000 Penalty: 6135.084961
	Iteration 38Q: 3 clusters Score -3.236596e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 225779 members 
Entering Unmasked Estep 
Score: -32366038.000000 Penalty: 6135.084961
	Iteration 39Q: 3 clusters Score -3.236604e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 226490 members 
Entering Unmasked Estep 
Score: -32366124.000000 Penalty: 6135.084961
	Iteration 40F: 3 clusters Score -3.236612e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 227199 members 
Entering Unmasked Estep 
Score: -32365970.000000 Penalty: 6135.084961
	Iteration 41Q: 3 clusters Score -3.236597e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 227824 members 
Entering Unmasked Estep 
Score: -32365736.000000 Penalty: 6135.084961
	Iteration 42Q: 3 clusters Score -3.236574e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 228352 members 
Entering Unmasked Estep 
Score: -32365682.000000 Penalty: 6135.084961
	Iteration 43Q: 3 clusters Score -3.236568e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 228845 members 
Entering Unmasked Estep 
Score: -32365620.000000 Penalty: 6135.084961
	Iteration 44Q: 3 clusters Score -3.236562e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 229283 members 
Entering Unmasked Estep 
Score: -32365546.000000 Penalty: 6135.084961
	Iteration 45Q: 3 clusters Score -3.236555e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 229706 members 
Entering Unmasked Estep 
Score: -32365460.000000 Penalty: 6135.084961
	Iteration 46Q: 3 clusters Score -3.236546e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 230051 members 
Entering Unmasked Estep 
Score: -32365420.000000 Penalty: 6135.084961
	Iteration 47Q: 3 clusters Score -3.236542e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 230368 members 
Entering Unmasked Estep 
Score: -32365272.000000 Penalty: 6135.084961
	Iteration 48Q: 3 clusters Score -3.236527e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 230681 members 
Entering Unmasked Estep 
Score: -32365210.000000 Penalty: 6135.084961
	Iteration 49Q: 3 clusters Score -3.236521e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 230974 members 
Entering Unmasked Estep 
Score: -32365174.000000 Penalty: 6135.084961
	Iteration 50Q: 3 clusters Score -3.236517e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 231217 members 
Entering Unmasked Estep 
Score: -32365110.000000 Penalty: 6135.084961
	Iteration 51Q: 3 clusters Score -3.236511e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 231413 members 
Entering Unmasked Estep 
Score: -32364994.000000 Penalty: 6135.084961
	Iteration 52Q: 3 clusters Score -3.236499e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 231571 members 
Entering Unmasked Estep 
Score: -32364890.000000 Penalty: 6135.084961
	Iteration 53Q: 3 clusters Score -3.236489e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 231698 members 
Entering Unmasked Estep 
Score: -32364894.000000 Penalty: 6135.084961
	Iteration 54Q: 3 clusters Score -3.236489e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 231823 members 
Entering Unmasked Estep 
Score: -32364920.000000 Penalty: 6135.084961
	Iteration 55Q: 3 clusters Score -3.236492e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 231940 members 
Entering Unmasked Estep 
Score: -32364902.000000 Penalty: 6135.084961
	Iteration 56Q: 3 clusters Score -3.23649e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 232042 members 
Entering Unmasked Estep 
Score: -32364872.000000 Penalty: 6135.084961
	Iteration 57Q: 3 clusters Score -3.236487e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 232132 members 
Entering Unmasked Estep 
Score: -32364896.000000 Penalty: 6135.084961
	Iteration 58Q: 3 clusters Score -3.23649e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 232223 members 
Entering Unmasked Estep 
Score: -32364888.000000 Penalty: 6135.084961
	Iteration 59Q: 3 clusters Score -3.236489e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 232291 members 
Entering Unmasked Estep 
Score: -32364882.000000 Penalty: 6135.084961
	Iteration 60F: 3 clusters Score -3.236488e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 232352 members 
Entering Unmasked Estep 
Score: -32364852.000000 Penalty: 6135.084961
	Iteration 61Q: 3 clusters Score -3.236485e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 232415 members 
Entering Unmasked Estep 
Score: -32364838.000000 Penalty: 6135.084961
	Iteration 62Q: 3 clusters Score -3.236484e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 232467 members 
Entering Unmasked Estep 
Score: -32364828.000000 Penalty: 6135.084961
	Iteration 63Q: 3 clusters Score -3.236483e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 232515 members 
Entering Unmasked Estep 
Score: -32364790.000000 Penalty: 6135.084961
	Iteration 64Q: 3 clusters Score -3.236479e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 232554 members 
Entering Unmasked Estep 
Score: -32364776.000000 Penalty: 6135.084961
	Iteration 65Q: 3 clusters Score -3.236478e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 232595 members 
Entering Unmasked Estep 
Score: -32364768.000000 Penalty: 6135.084961
	Iteration 66Q: 3 clusters Score -3.236477e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 232631 members 
Entering Unmasked Estep 
Score: -32364752.000000 Penalty: 6135.084961
	Iteration 67Q: 3 clusters Score -3.236475e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 232665 members 
Entering Unmasked Estep 
Score: -32364766.000000 Penalty: 6135.084961
	Iteration 68Q: 3 clusters Score -3.236477e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 232691 members 
Entering Unmasked Estep 
Score: -32364722.000000 Penalty: 6135.084961
	Iteration 69Q: 3 clusters Score -3.236472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 232715 members 
Entering Unmasked Estep 
Score: -32364742.000000 Penalty: 6135.084961
	Iteration 70Q: 3 clusters Score -3.236474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 232733 members 
Entering Unmasked Estep 
Score: -32364784.000000 Penalty: 6135.084961
	Iteration 71Q: 3 clusters Score -3.236478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 232751 members 
Entering Unmasked Estep 
Score: -32364768.000000 Penalty: 6135.084961
	Iteration 72Q: 3 clusters Score -3.236477e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 232770 members 
Entering Unmasked Estep 
Score: -32364754.000000 Penalty: 6135.084961
	Iteration 73Q: 3 clusters Score -3.236475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 232791 members 
Entering Unmasked Estep 
Score: -32364756.000000 Penalty: 6135.084961
	Iteration 74Q: 3 clusters Score -3.236476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 232808 members 
Entering Unmasked Estep 
Score: -32364756.000000 Penalty: 6135.084961
	Iteration 75Q: 3 clusters Score -3.236476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 232822 members 
Entering Unmasked Estep 
Score: -32364744.000000 Penalty: 6135.084961
	Iteration 76Q: 3 clusters Score -3.236474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 232838 members 
Entering Unmasked Estep 
Score: -32364754.000000 Penalty: 6135.084961
	Iteration 77Q: 3 clusters Score -3.236475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 232849 members 
Entering Unmasked Estep 
Score: -32364748.000000 Penalty: 6135.084961
	Iteration 78Q: 3 clusters Score -3.236475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 232863 members 
Entering Unmasked Estep 
Score: -32364762.000000 Penalty: 6135.084961
	Iteration 79Q: 3 clusters Score -3.236476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 232879 members 
Entering Unmasked Estep 
Score: -32364782.000000 Penalty: 6135.084961
	Iteration 80F: 3 clusters Score -3.236478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 232884 members 
Entering Unmasked Estep 
Score: -32364748.000000 Penalty: 6135.084961
	Iteration 81Q: 3 clusters Score -3.236475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 232891 members 
Entering Unmasked Estep 
Score: -32364742.000000 Penalty: 6135.084961
	Iteration 82Q: 3 clusters Score -3.236474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 232897 members 
Entering Unmasked Estep 
Score: -32364734.000000 Penalty: 6135.084961
	Iteration 83Q: 3 clusters Score -3.236473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 232907 members 
Entering Unmasked Estep 
Score: -32364724.000000 Penalty: 6135.084961
	Iteration 84Q: 3 clusters Score -3.236472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 232917 members 
Entering Unmasked Estep 
Score: -32364724.000000 Penalty: 6135.084961
	Iteration 85Q: 3 clusters Score -3.236472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 232924 members 
Entering Unmasked Estep 
Score: -32364716.000000 Penalty: 6135.084961
	Iteration 86Q: 3 clusters Score -3.236472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 232934 members 
Entering Unmasked Estep 
Score: -32364716.000000 Penalty: 6135.084961
	Iteration 87Q: 3 clusters Score -3.236472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 232940 members 
Entering Unmasked Estep 
Score: -32364688.000000 Penalty: 6135.084961
	Iteration 88Q: 3 clusters Score -3.236469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 232948 members 
Entering Unmasked Estep 
Score: -32364698.000000 Penalty: 6135.084961
	Iteration 89Q: 3 clusters Score -3.23647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 232958 members 
Entering Unmasked Estep 
Score: -32364670.000000 Penalty: 6135.084961
	Iteration 90Q: 3 clusters Score -3.236467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 232965 members 
Entering Unmasked Estep 
Score: -32364648.000000 Penalty: 6135.084961
	Iteration 91Q: 3 clusters Score -3.236465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 232973 members 
Entering Unmasked Estep 
Score: -32364652.000000 Penalty: 6135.084961
	Iteration 92Q: 3 clusters Score -3.236465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 232980 members 
Entering Unmasked Estep 
Score: -32364646.000000 Penalty: 6135.084961
	Iteration 93Q: 3 clusters Score -3.236465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 232984 members 
Entering Unmasked Estep 
Score: -32364634.000000 Penalty: 6135.084961
	Iteration 94Q: 3 clusters Score -3.236463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 232991 members 
Entering Unmasked Estep 
Score: -32364634.000000 Penalty: 6135.084961
	Iteration 95Q: 3 clusters Score -3.236463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 232996 members 
Entering Unmasked Estep 
Score: -32364636.000000 Penalty: 6135.084961
	Iteration 96Q: 3 clusters Score -3.236464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 233003 members 
Entering Unmasked Estep 
Score: -32364626.000000 Penalty: 6135.084961
	Iteration 97Q: 3 clusters Score -3.236463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 233012 members 
Entering Unmasked Estep 
Score: -32364618.000000 Penalty: 6135.084961
	Iteration 98Q: 3 clusters Score -3.236462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 233016 members 
Entering Unmasked Estep 
Score: -32364620.000000 Penalty: 6135.084961
	Iteration 99Q: 3 clusters Score -3.236462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 233019 members 
Entering Unmasked Estep 
Score: -32364612.000000 Penalty: 6135.084961
	Iteration 100F: 3 clusters Score -3.236461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 233021 members 
Entering Unmasked Estep 
Score: -32364590.000000 Penalty: 6135.084961
	Iteration 101Q: 3 clusters Score -3.236459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 233022 members 
Entering Unmasked Estep 
Score: -32364596.000000 Penalty: 6135.084961
	Iteration 102Q: 3 clusters Score -3.23646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 233023 members 
Entering Unmasked Estep 
Score: -32364604.000000 Penalty: 6135.084961
	Iteration 103Q: 3 clusters Score -3.23646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 233024 members 
Entering Unmasked Estep 
Score: -32364606.000000 Penalty: 6135.084961
	Iteration 104Q: 3 clusters Score -3.236461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 233026 members 
Entering Unmasked Estep 
Score: -32364586.000000 Penalty: 6135.084961
	Iteration 105Q: 3 clusters Score -3.236459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 233030 members 
Entering Unmasked Estep 
Score: -32364596.000000 Penalty: 6135.084961
	Iteration 106Q: 3 clusters Score -3.23646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 233034 members 
Entering Unmasked Estep 
Score: -32364594.000000 Penalty: 6135.084961
	Iteration 107Q: 3 clusters Score -3.236459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 233039 members 
Entering Unmasked Estep 
Score: -32364590.000000 Penalty: 6135.084961
	Iteration 108Q: 3 clusters Score -3.236459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 233040 members 
Entering Unmasked Estep 
Score: -32364580.000000 Penalty: 6135.084961
	Iteration 109Q: 3 clusters Score -3.236458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 233041 members 
Entering Unmasked Estep 
Score: -32364606.000000 Penalty: 6135.084961
	Iteration 110Q: 3 clusters Score -3.236461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 233043 members 
Entering Unmasked Estep 
Score: -32364576.000000 Penalty: 6135.084961
	Iteration 111Q: 3 clusters Score -3.236458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 233044 members 
Entering Unmasked Estep 
Score: -32364562.000000 Penalty: 6135.084961
	Iteration 112Q: 3 clusters Score -3.236456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 233045 members 
Entering Unmasked Estep 
Score: -32364566.000000 Penalty: 6135.084961
	Iteration 113Q: 3 clusters Score -3.236457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 233046 members 
Entering Unmasked Estep 
Score: -32364576.000000 Penalty: 6135.084961
	Iteration 114Q: 3 clusters Score -3.236458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 233046 members 
Entering Unmasked Estep 
Score: -32364576.000000 Penalty: 6135.084961
	Iteration 115F: 3 clusters Score -3.236458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -332617.406250 Penalty: 1972.945435
	Iteration 0F: 2 clusters Score -332617.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -330006.843750 Penalty: 3945.890869
	Iteration 0F: 3 clusters Score -330006.8 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -333644.218750 Penalty: 3945.890869
	Iteration 1F: 3 clusters Score -333644.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -337246.250000 Penalty: 3945.890869
	Iteration 2F: 3 clusters Score -337246.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -339203.093750 Penalty: 3945.890869
	Iteration 3F: 3 clusters Score -339203.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -340668.093750 Penalty: 3945.890869
	Iteration 4F: 3 clusters Score -340668.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -343100.031250 Penalty: 3945.890869
	Iteration 5Q: 3 clusters Score -343100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -343519.062500 Penalty: 3945.890869
	Iteration 6Q: 3 clusters Score -343519.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -343537.062500 Penalty: 3945.890869
	Iteration 7Q: 3 clusters Score -343537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -343545.187500 Penalty: 3945.890869
	Iteration 8Q: 3 clusters Score -343545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -343550.625000 Penalty: 3945.890869
	Iteration 9Q: 3 clusters Score -343550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -343558.375000 Penalty: 3945.890869
	Iteration 10Q: 3 clusters Score -343558.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -343568.687500 Penalty: 3945.890869
	Iteration 11Q: 3 clusters Score -343568.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -343589.156250 Penalty: 3945.890869
	Iteration 12Q: 3 clusters Score -343589.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -343833.968750 Penalty: 3945.890869
	Iteration 13Q: 3 clusters Score -343834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -344253.718750 Penalty: 3945.890869
	Iteration 14Q: 3 clusters Score -344253.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -344256.968750 Penalty: 3945.890869
	Iteration 15Q: 3 clusters Score -344257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -344256.968750 Penalty: 3945.890869
	Iteration 16F: 3 clusters Score -344257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 93890 members 
Mstep: Class 3 contains 30304 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 169277 members 
Mstep: Class 10 contains 235419 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 15 contains 58813 members 
Mstep: Class 16 contains 33077 members 
Mstep: Class 17 contains 26791 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 19 contains 193880 members 
Entering Unmasked Estep 
Score: -137377488.000000 Penalty: 58305.656250
Splitting cluster 13 changes total score from -137361520.000000 to -137377488.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 15 (58813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Entering Unmasked Estep 
Score: -7883145.000000 Penalty: 2723.565430
	Iteration 0F: 2 clusters Score -7883145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -7843630.500000 Penalty: 5447.130859
	Iteration 0F: 3 clusters Score -7843630 nChanged 27536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -7859323.500000 Penalty: 5447.130859
	Iteration 1F: 3 clusters Score -7859324 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -7860052.000000 Penalty: 5447.130859
	Iteration 2Q: 3 clusters Score -7860052 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -7860856.000000 Penalty: 5447.130859
	Iteration 3Q: 3 clusters Score -7860856 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -7862089.000000 Penalty: 5447.130859
	Iteration 4Q: 3 clusters Score -7862089 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -7864537.000000 Penalty: 5447.130859
	Iteration 5F: 3 clusters Score -7864537 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -7869073.500000 Penalty: 5447.130859
	Iteration 6F: 3 clusters Score -7869074 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -7875594.500000 Penalty: 5447.130859
	Iteration 7F: 3 clusters Score -7875594 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -7881225.000000 Penalty: 5447.130859
	Iteration 8F: 3 clusters Score -7881225 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -7884390.000000 Penalty: 5447.130859
	Iteration 9Q: 3 clusters Score -7884390 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -7885375.500000 Penalty: 5447.130859
	Iteration 10Q: 3 clusters Score -7885376 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -7885617.500000 Penalty: 5447.130859
	Iteration 11Q: 3 clusters Score -7885618 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -7885666.500000 Penalty: 5447.130859
	Iteration 12Q: 3 clusters Score -7885666 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -7885702.000000 Penalty: 5447.130859
	Iteration 13Q: 3 clusters Score -7885702 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -7885729.000000 Penalty: 5447.130859
	Iteration 14Q: 3 clusters Score -7885729 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -7885742.000000 Penalty: 5447.130859
	Iteration 15Q: 3 clusters Score -7885742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -7885753.000000 Penalty: 5447.130859
	Iteration 16Q: 3 clusters Score -7885753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -7885782.500000 Penalty: 5447.130859
	Iteration 17Q: 3 clusters Score -7885782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -7885771.000000 Penalty: 5447.130859
	Iteration 18Q: 3 clusters Score -7885771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -7885780.500000 Penalty: 5447.130859
	Iteration 19Q: 3 clusters Score -7885780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -7885773.500000 Penalty: 5447.130859
	Iteration 20F: 3 clusters Score -7885774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -7885764.500000 Penalty: 5447.130859
	Iteration 21Q: 3 clusters Score -7885764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -7885776.000000 Penalty: 5447.130859
	Iteration 22Q: 3 clusters Score -7885776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -7885779.000000 Penalty: 5447.130859
	Iteration 23Q: 3 clusters Score -7885779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -7885782.500000 Penalty: 5447.130859
	Iteration 24Q: 3 clusters Score -7885782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -7885778.000000 Penalty: 5447.130859
	Iteration 25Q: 3 clusters Score -7885778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -7885787.000000 Penalty: 5447.130859
	Iteration 26Q: 3 clusters Score -7885787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -7885784.000000 Penalty: 5447.130859
	Iteration 27Q: 3 clusters Score -7885784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -7885784.000000 Penalty: 5447.130859
	Iteration 28F: 3 clusters Score -7885784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 93890 members 
Mstep: Class 3 contains 30304 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 169277 members 
Mstep: Class 10 contains 235419 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 55917 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 33077 members 
Mstep: Class 17 contains 26791 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 19 contains 193880 members 
Entering Unmasked Estep 
Score: -137378864.000000 Penalty: 61735.398438
Splitting cluster 15 changes total score from -137361520.000000 to -137378864.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 16 (33077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Entering Unmasked Estep 
Score: -4578551.500000 Penalty: 2580.835205
	Iteration 0F: 2 clusters Score -4578552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -4555961.000000 Penalty: 5161.670410
	Iteration 0F: 3 clusters Score -4555961 nChanged 15051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -4564033.500000 Penalty: 5161.670410
	Iteration 1F: 3 clusters Score -4564034 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4564499.500000 Penalty: 5161.670410
	Iteration 2Q: 3 clusters Score -4564500 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4564925.000000 Penalty: 5161.670410
	Iteration 3Q: 3 clusters Score -4564925 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4565473.000000 Penalty: 5161.670410
	Iteration 4Q: 3 clusters Score -4565473 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4566027.500000 Penalty: 5161.670410
	Iteration 5Q: 3 clusters Score -4566028 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4566778.500000 Penalty: 5161.670410
	Iteration 6Q: 3 clusters Score -4566778 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4567679.000000 Penalty: 5161.670410
	Iteration 7F: 3 clusters Score -4567679 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4568771.000000 Penalty: 5161.670410
	Iteration 8F: 3 clusters Score -4568771 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -4569938.500000 Penalty: 5161.670410
	Iteration 9F: 3 clusters Score -4569938 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -4571077.500000 Penalty: 5161.670410
	Iteration 10F: 3 clusters Score -4571078 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4572059.500000 Penalty: 5161.670410
	Iteration 11F: 3 clusters Score -4572060 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4572708.500000 Penalty: 5161.670410
	Iteration 12Q: 3 clusters Score -4572708 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4573127.500000 Penalty: 5161.670410
	Iteration 13Q: 3 clusters Score -4573128 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -4573402.500000 Penalty: 5161.670410
	Iteration 14Q: 3 clusters Score -4573402 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4573623.000000 Penalty: 5161.670410
	Iteration 15Q: 3 clusters Score -4573623 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4573803.500000 Penalty: 5161.670410
	Iteration 16Q: 3 clusters Score -4573804 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -4573941.500000 Penalty: 5161.670410
	Iteration 17Q: 3 clusters Score -4573942 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -4574069.000000 Penalty: 5161.670410
	Iteration 18Q: 3 clusters Score -4574069 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4574154.500000 Penalty: 5161.670410
	Iteration 19Q: 3 clusters Score -4574154 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4574241.500000 Penalty: 5161.670410
	Iteration 20F: 3 clusters Score -4574242 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -4574310.000000 Penalty: 5161.670410
	Iteration 21Q: 3 clusters Score -4574310 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -4574364.500000 Penalty: 5161.670410
	Iteration 22Q: 3 clusters Score -4574364 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -4574426.500000 Penalty: 5161.670410
	Iteration 23Q: 3 clusters Score -4574426 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -4574432.500000 Penalty: 5161.670410
	Iteration 24Q: 3 clusters Score -4574432 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -4574479.500000 Penalty: 5161.670410
	Iteration 25Q: 3 clusters Score -4574480 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4574506.500000 Penalty: 5161.670410
	Iteration 26Q: 3 clusters Score -4574506 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -4574528.500000 Penalty: 5161.670410
	Iteration 27Q: 3 clusters Score -4574528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -4574567.500000 Penalty: 5161.670410
	Iteration 28Q: 3 clusters Score -4574568 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -4574583.000000 Penalty: 5161.670410
	Iteration 29Q: 3 clusters Score -4574583 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -4574607.500000 Penalty: 5161.670410
	Iteration 30Q: 3 clusters Score -4574608 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -4574635.500000 Penalty: 5161.670410
	Iteration 31Q: 3 clusters Score -4574636 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -4574670.000000 Penalty: 5161.670410
	Iteration 32Q: 3 clusters Score -4574670 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4574718.500000 Penalty: 5161.670410
	Iteration 33Q: 3 clusters Score -4574718 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4574754.000000 Penalty: 5161.670410
	Iteration 34Q: 3 clusters Score -4574754 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -4574799.500000 Penalty: 5161.670410
	Iteration 35Q: 3 clusters Score -4574800 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -4574831.000000 Penalty: 5161.670410
	Iteration 36Q: 3 clusters Score -4574831 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4574893.500000 Penalty: 5161.670410
	Iteration 37Q: 3 clusters Score -4574894 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -4574942.500000 Penalty: 5161.670410
	Iteration 38Q: 3 clusters Score -4574942 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -4574987.500000 Penalty: 5161.670410
	Iteration 39Q: 3 clusters Score -4574988 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -4575037.000000 Penalty: 5161.670410
	Iteration 40F: 3 clusters Score -4575037 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -4575091.000000 Penalty: 5161.670410
	Iteration 41Q: 3 clusters Score -4575091 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -4575141.500000 Penalty: 5161.670410
	Iteration 42Q: 3 clusters Score -4575142 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -4575201.000000 Penalty: 5161.670410
	Iteration 43Q: 3 clusters Score -4575201 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -4575256.500000 Penalty: 5161.670410
	Iteration 44Q: 3 clusters Score -4575256 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -4575302.000000 Penalty: 5161.670410
	Iteration 45Q: 3 clusters Score -4575302 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -4575359.500000 Penalty: 5161.670410
	Iteration 46Q: 3 clusters Score -4575360 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -4575412.500000 Penalty: 5161.670410
	Iteration 47Q: 3 clusters Score -4575412 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -4575468.500000 Penalty: 5161.670410
	Iteration 48Q: 3 clusters Score -4575468 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4575536.000000 Penalty: 5161.670410
	Iteration 49Q: 3 clusters Score -4575536 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -4575602.500000 Penalty: 5161.670410
	Iteration 50Q: 3 clusters Score -4575602 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -4575679.500000 Penalty: 5161.670410
	Iteration 51Q: 3 clusters Score -4575680 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -4575754.000000 Penalty: 5161.670410
	Iteration 52Q: 3 clusters Score -4575754 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4575831.000000 Penalty: 5161.670410
	Iteration 53Q: 3 clusters Score -4575831 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -4575885.500000 Penalty: 5161.670410
	Iteration 54Q: 3 clusters Score -4575886 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4575940.500000 Penalty: 5161.670410
	Iteration 55Q: 3 clusters Score -4575940 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -4575992.000000 Penalty: 5161.670410
	Iteration 56Q: 3 clusters Score -4575992 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -4576030.000000 Penalty: 5161.670410
	Iteration 57Q: 3 clusters Score -4576030 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -4576074.500000 Penalty: 5161.670410
	Iteration 58Q: 3 clusters Score -4576074 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -4576120.500000 Penalty: 5161.670410
	Iteration 59Q: 3 clusters Score -4576120 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -4576174.500000 Penalty: 5161.670410
	Iteration 60F: 3 clusters Score -4576174 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -4576224.500000 Penalty: 5161.670410
	Iteration 61Q: 3 clusters Score -4576224 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4576254.000000 Penalty: 5161.670410
	Iteration 62Q: 3 clusters Score -4576254 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -4576293.500000 Penalty: 5161.670410
	Iteration 63Q: 3 clusters Score -4576294 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -4576364.000000 Penalty: 5161.670410
	Iteration 64Q: 3 clusters Score -4576364 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -4576404.000000 Penalty: 5161.670410
	Iteration 65Q: 3 clusters Score -4576404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4576446.000000 Penalty: 5161.670410
	Iteration 66Q: 3 clusters Score -4576446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -4576460.500000 Penalty: 5161.670410
	Iteration 67Q: 3 clusters Score -4576460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4576485.500000 Penalty: 5161.670410
	Iteration 68Q: 3 clusters Score -4576486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -4576498.000000 Penalty: 5161.670410
	Iteration 69Q: 3 clusters Score -4576498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4576504.500000 Penalty: 5161.670410
	Iteration 70Q: 3 clusters Score -4576504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -4576526.000000 Penalty: 5161.670410
	Iteration 71Q: 3 clusters Score -4576526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4576531.000000 Penalty: 5161.670410
	Iteration 72Q: 3 clusters Score -4576531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4576537.500000 Penalty: 5161.670410
	Iteration 73Q: 3 clusters Score -4576538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -4576556.500000 Penalty: 5161.670410
	Iteration 74Q: 3 clusters Score -4576556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4576555.000000 Penalty: 5161.670410
	Iteration 75Q: 3 clusters Score -4576555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -4576546.500000 Penalty: 5161.670410
	Iteration 76Q: 3 clusters Score -4576546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -4576557.500000 Penalty: 5161.670410
	Iteration 77Q: 3 clusters Score -4576558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -4576563.500000 Penalty: 5161.670410
	Iteration 78Q: 3 clusters Score -4576564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4576566.500000 Penalty: 5161.670410
	Iteration 79Q: 3 clusters Score -4576566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -4576575.000000 Penalty: 5161.670410
	Iteration 80F: 3 clusters Score -4576575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -4576587.500000 Penalty: 5161.670410
	Iteration 81Q: 3 clusters Score -4576588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4576582.500000 Penalty: 5161.670410
	Iteration 82Q: 3 clusters Score -4576582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4576590.000000 Penalty: 5161.670410
	Iteration 83Q: 3 clusters Score -4576590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4576593.500000 Penalty: 5161.670410
	Iteration 84Q: 3 clusters Score -4576594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4576602.500000 Penalty: 5161.670410
	Iteration 85Q: 3 clusters Score -4576602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -4576599.500000 Penalty: 5161.670410
	Iteration 86Q: 3 clusters Score -4576600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -4576608.000000 Penalty: 5161.670410
	Iteration 87Q: 3 clusters Score -4576608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -4576614.500000 Penalty: 5161.670410
	Iteration 88Q: 3 clusters Score -4576614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4576607.500000 Penalty: 5161.670410
	Iteration 89Q: 3 clusters Score -4576608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4576611.000000 Penalty: 5161.670410
	Iteration 90Q: 3 clusters Score -4576611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -4576618.000000 Penalty: 5161.670410
	Iteration 91Q: 3 clusters Score -4576618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4576618.000000 Penalty: 5161.670410
	Iteration 92Q: 3 clusters Score -4576618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -4576621.500000 Penalty: 5161.670410
	Iteration 93Q: 3 clusters Score -4576622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -4576621.000000 Penalty: 5161.670410
	Iteration 94Q: 3 clusters Score -4576621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4576627.000000 Penalty: 5161.670410
	Iteration 95Q: 3 clusters Score -4576627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4576622.500000 Penalty: 5161.670410
	Iteration 96Q: 3 clusters Score -4576622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4576626.500000 Penalty: 5161.670410
	Iteration 97Q: 3 clusters Score -4576626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4576627.500000 Penalty: 5161.670410
	Iteration 98Q: 3 clusters Score -4576628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -4576630.500000 Penalty: 5161.670410
	Iteration 99Q: 3 clusters Score -4576630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4576634.000000 Penalty: 5161.670410
	Iteration 100F: 3 clusters Score -4576634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4576630.500000 Penalty: 5161.670410
	Iteration 101Q: 3 clusters Score -4576630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -4576629.500000 Penalty: 5161.670410
	Iteration 102Q: 3 clusters Score -4576630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -4576636.000000 Penalty: 5161.670410
	Iteration 103Q: 3 clusters Score -4576636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -4576640.000000 Penalty: 5161.670410
	Iteration 104Q: 3 clusters Score -4576640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4576642.000000 Penalty: 5161.670410
	Iteration 105Q: 3 clusters Score -4576642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4576636.000000 Penalty: 5161.670410
	Iteration 106Q: 3 clusters Score -4576636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4576636.000000 Penalty: 5161.670410
	Iteration 107Q: 3 clusters Score -4576636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4576637.500000 Penalty: 5161.670410
	Iteration 108Q: 3 clusters Score -4576638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -4576638.000000 Penalty: 5161.670410
	Iteration 109Q: 3 clusters Score -4576638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4576638.500000 Penalty: 5161.670410
	Iteration 110Q: 3 clusters Score -4576638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4576637.000000 Penalty: 5161.670410
	Iteration 111Q: 3 clusters Score -4576637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4576639.000000 Penalty: 5161.670410
	Iteration 112Q: 3 clusters Score -4576639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4576641.500000 Penalty: 5161.670410
	Iteration 113Q: 3 clusters Score -4576642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -4576639.500000 Penalty: 5161.670410
	Iteration 114Q: 3 clusters Score -4576640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4576637.500000 Penalty: 5161.670410
	Iteration 115Q: 3 clusters Score -4576638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4576637.500000 Penalty: 5161.670410
	Iteration 116Q: 3 clusters Score -4576638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4576639.500000 Penalty: 5161.670410
	Iteration 117Q: 3 clusters Score -4576640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -4576644.500000 Penalty: 5161.670410
	Iteration 118Q: 3 clusters Score -4576644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4576647.500000 Penalty: 5161.670410
	Iteration 119Q: 3 clusters Score -4576648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4576646.500000 Penalty: 5161.670410
	Iteration 120F: 3 clusters Score -4576646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4576645.500000 Penalty: 5161.670410
	Iteration 121Q: 3 clusters Score -4576646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4576645.500000 Penalty: 5161.670410
	Iteration 122F: 3 clusters Score -4576646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Entering Unmasked Estep 
Score: -3644962.500000 Penalty: 2528.563721
	Iteration 0F: 2 clusters Score -3644962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3626505.500000 Penalty: 5057.127441
	Iteration 0F: 3 clusters Score -3626506 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3632946.000000 Penalty: 5057.127441
	Iteration 1F: 3 clusters Score -3632946 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3633357.000000 Penalty: 5057.127441
	Iteration 2Q: 3 clusters Score -3633357 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3633685.500000 Penalty: 5057.127441
	Iteration 3Q: 3 clusters Score -3633686 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3633997.500000 Penalty: 5057.127441
	Iteration 4Q: 3 clusters Score -3633998 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3634378.750000 Penalty: 5057.127441
	Iteration 5Q: 3 clusters Score -3634379 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3634807.500000 Penalty: 5057.127441
	Iteration 6Q: 3 clusters Score -3634808 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3635380.250000 Penalty: 5057.127441
	Iteration 7Q: 3 clusters Score -3635380 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3635989.000000 Penalty: 5057.127441
	Iteration 8Q: 3 clusters Score -3635989 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3636773.250000 Penalty: 5057.127441
	Iteration 9Q: 3 clusters Score -3636773 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -3637697.000000 Penalty: 5057.127441
	Iteration 10F: 3 clusters Score -3637697 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -3638672.750000 Penalty: 5057.127441
	Iteration 11F: 3 clusters Score -3638673 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3639555.750000 Penalty: 5057.127441
	Iteration 12Q: 3 clusters Score -3639556 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3640371.500000 Penalty: 5057.127441
	Iteration 13Q: 3 clusters Score -3640372 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3641003.000000 Penalty: 5057.127441
	Iteration 14Q: 3 clusters Score -3641003 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3641469.000000 Penalty: 5057.127441
	Iteration 15Q: 3 clusters Score -3641469 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3641772.500000 Penalty: 5057.127441
	Iteration 16Q: 3 clusters Score -3641772 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3642009.750000 Penalty: 5057.127441
	Iteration 17Q: 3 clusters Score -3642010 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -3642211.250000 Penalty: 5057.127441
	Iteration 18Q: 3 clusters Score -3642211 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3642339.250000 Penalty: 5057.127441
	Iteration 19Q: 3 clusters Score -3642339 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3642464.250000 Penalty: 5057.127441
	Iteration 20F: 3 clusters Score -3642464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3642540.000000 Penalty: 5057.127441
	Iteration 21Q: 3 clusters Score -3642540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3642587.750000 Penalty: 5057.127441
	Iteration 22Q: 3 clusters Score -3642588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3642626.500000 Penalty: 5057.127441
	Iteration 23Q: 3 clusters Score -3642626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3642659.250000 Penalty: 5057.127441
	Iteration 24Q: 3 clusters Score -3642659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3642683.750000 Penalty: 5057.127441
	Iteration 25Q: 3 clusters Score -3642684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3642704.250000 Penalty: 5057.127441
	Iteration 26Q: 3 clusters Score -3642704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3642708.500000 Penalty: 5057.127441
	Iteration 27Q: 3 clusters Score -3642708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3642716.500000 Penalty: 5057.127441
	Iteration 28Q: 3 clusters Score -3642716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3642723.000000 Penalty: 5057.127441
	Iteration 29Q: 3 clusters Score -3642723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3642731.500000 Penalty: 5057.127441
	Iteration 30Q: 3 clusters Score -3642732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3642732.500000 Penalty: 5057.127441
	Iteration 31Q: 3 clusters Score -3642732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3642743.500000 Penalty: 5057.127441
	Iteration 32Q: 3 clusters Score -3642744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3642747.000000 Penalty: 5057.127441
	Iteration 33Q: 3 clusters Score -3642747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3642759.000000 Penalty: 5057.127441
	Iteration 34Q: 3 clusters Score -3642759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3642760.250000 Penalty: 5057.127441
	Iteration 35Q: 3 clusters Score -3642760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3642769.250000 Penalty: 5057.127441
	Iteration 36Q: 3 clusters Score -3642769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3642777.750000 Penalty: 5057.127441
	Iteration 37Q: 3 clusters Score -3642778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3642778.500000 Penalty: 5057.127441
	Iteration 38Q: 3 clusters Score -3642778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3642777.250000 Penalty: 5057.127441
	Iteration 39Q: 3 clusters Score -3642777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3642783.500000 Penalty: 5057.127441
	Iteration 40F: 3 clusters Score -3642784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3642779.750000 Penalty: 5057.127441
	Iteration 41Q: 3 clusters Score -3642780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3642785.000000 Penalty: 5057.127441
	Iteration 42Q: 3 clusters Score -3642785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3642787.500000 Penalty: 5057.127441
	Iteration 43Q: 3 clusters Score -3642788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3642787.500000 Penalty: 5057.127441
	Iteration 44F: 3 clusters Score -3642788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -234432.453125 Penalty: 1860.268311
	Iteration 0F: 2 clusters Score -234432.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -232039.250000 Penalty: 3720.536621
	Iteration 0F: 3 clusters Score -232039.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -232720.500000 Penalty: 3720.536621
	Iteration 1F: 3 clusters Score -232720.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -233177.625000 Penalty: 3720.536621
	Iteration 2F: 3 clusters Score -233177.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -233795.468750 Penalty: 3720.536621
	Iteration 3F: 3 clusters Score -233795.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -234305.203125 Penalty: 3720.536621
	Iteration 4F: 3 clusters Score -234305.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -234779.843750 Penalty: 3720.536621
	Iteration 5F: 3 clusters Score -234779.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -235087.703125 Penalty: 3720.536621
	Iteration 6Q: 3 clusters Score -235087.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -235432.937500 Penalty: 3720.536621
	Iteration 7Q: 3 clusters Score -235432.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -236245.625000 Penalty: 3720.536621
	Iteration 8Q: 3 clusters Score -236245.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -236849.812500 Penalty: 3720.536621
	Iteration 9Q: 3 clusters Score -236849.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -236871.437500 Penalty: 3720.536621
	Iteration 10Q: 3 clusters Score -236871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -236881.234375 Penalty: 3720.536621
	Iteration 11F: 3 clusters Score -236881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -236932.203125 Penalty: 3720.536621
	Iteration 12Q: 3 clusters Score -236932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -236982.250000 Penalty: 3720.536621
	Iteration 13Q: 3 clusters Score -236982.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -237053.875000 Penalty: 3720.536621
	Iteration 14Q: 3 clusters Score -237053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -237138.390625 Penalty: 3720.536621
	Iteration 15Q: 3 clusters Score -237138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -237180.906250 Penalty: 3720.536621
	Iteration 16Q: 3 clusters Score -237180.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -237189.109375 Penalty: 3720.536621
	Iteration 17Q: 3 clusters Score -237189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -237189.109375 Penalty: 3720.536621
	Iteration 18F: 3 clusters Score -237189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 93890 members 
Mstep: Class 3 contains 30304 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 169277 members 
Mstep: Class 10 contains 235419 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 55917 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 33077 members 
Mstep: Class 17 contains 26791 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 193880 members 
Entering Unmasked Estep 
Score: -137380272.000000 Penalty: 65165.144531
Splitting cluster 18 changes total score from -137361520.000000 to -137380272.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 19 (193880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193880 members 
Entering Unmasked Estep 
Score: -26735980.000000 Penalty: 3019.398682
	Iteration 0F: 2 clusters Score -2.673598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97123 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -26613890.000000 Penalty: 6038.797363
	Iteration 0F: 3 clusters Score -2.661389e+07 nChanged 93271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101106 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -26668744.000000 Penalty: 6038.797363
	Iteration 1F: 3 clusters Score -2.666874e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -26670638.000000 Penalty: 6038.797363
	Iteration 2Q: 3 clusters Score -2.667064e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107298 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -26673756.000000 Penalty: 6038.797363
	Iteration 3Q: 3 clusters Score -2.667376e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112784 members 
Mstep: Class 2 contains 81096 members 
Entering Unmasked Estep 
Score: -26678700.000000 Penalty: 6038.797363
	Iteration 4Q: 3 clusters Score -2.66787e+07 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119976 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -26686470.000000 Penalty: 6038.797363
	Iteration 5F: 3 clusters Score -2.668647e+07 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128061 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -26697584.000000 Penalty: 6038.797363
	Iteration 6F: 3 clusters Score -2.669758e+07 nChanged 13017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135134 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -26708468.000000 Penalty: 6038.797363
	Iteration 7F: 3 clusters Score -2.670847e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140390 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -26714980.000000 Penalty: 6038.797363
	Iteration 8F: 3 clusters Score -2.671498e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144419 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -26717892.000000 Penalty: 6038.797363
	Iteration 9Q: 3 clusters Score -2.671789e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148275 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -26719606.000000 Penalty: 6038.797363
	Iteration 10Q: 3 clusters Score -2.671961e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -26720960.000000 Penalty: 6038.797363
	Iteration 11Q: 3 clusters Score -2.672096e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156119 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -26722266.000000 Penalty: 6038.797363
	Iteration 12Q: 3 clusters Score -2.672227e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160102 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -26723568.000000 Penalty: 6038.797363
	Iteration 13Q: 3 clusters Score -2.672357e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163801 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -26724886.000000 Penalty: 6038.797363
	Iteration 14Q: 3 clusters Score -2.672489e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167372 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -26726128.000000 Penalty: 6038.797363
	Iteration 15Q: 3 clusters Score -2.672613e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -26727428.000000 Penalty: 6038.797363
	Iteration 16Q: 3 clusters Score -2.672743e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173692 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -26728236.000000 Penalty: 6038.797363
	Iteration 17Q: 3 clusters Score -2.672824e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176505 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -26729122.000000 Penalty: 6038.797363
	Iteration 18Q: 3 clusters Score -2.672912e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178997 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -26730054.000000 Penalty: 6038.797363
	Iteration 19Q: 3 clusters Score -2.673005e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181177 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -26730594.000000 Penalty: 6038.797363
	Iteration 20F: 3 clusters Score -2.673059e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183003 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -26731046.000000 Penalty: 6038.797363
	Iteration 21Q: 3 clusters Score -2.673105e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184634 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -26731720.000000 Penalty: 6038.797363
	Iteration 22Q: 3 clusters Score -2.673172e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186064 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -26732120.000000 Penalty: 6038.797363
	Iteration 23Q: 3 clusters Score -2.673212e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187278 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -26732542.000000 Penalty: 6038.797363
	Iteration 24Q: 3 clusters Score -2.673254e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188282 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -26732872.000000 Penalty: 6038.797363
	Iteration 25Q: 3 clusters Score -2.673287e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189077 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -26733094.000000 Penalty: 6038.797363
	Iteration 26Q: 3 clusters Score -2.673309e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189751 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -26733382.000000 Penalty: 6038.797363
	Iteration 27Q: 3 clusters Score -2.673338e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190264 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -26733560.000000 Penalty: 6038.797363
	Iteration 28Q: 3 clusters Score -2.673356e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190630 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -26733700.000000 Penalty: 6038.797363
	Iteration 29Q: 3 clusters Score -2.67337e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190928 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -26733818.000000 Penalty: 6038.797363
	Iteration 30Q: 3 clusters Score -2.673382e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191155 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -26733980.000000 Penalty: 6038.797363
	Iteration 31Q: 3 clusters Score -2.673398e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191343 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -26734016.000000 Penalty: 6038.797363
	Iteration 32Q: 3 clusters Score -2.673402e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191490 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -26734042.000000 Penalty: 6038.797363
	Iteration 33Q: 3 clusters Score -2.673404e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191614 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -26734122.000000 Penalty: 6038.797363
	Iteration 34Q: 3 clusters Score -2.673412e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191718 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -26734188.000000 Penalty: 6038.797363
	Iteration 35Q: 3 clusters Score -2.673419e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191806 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -26734256.000000 Penalty: 6038.797363
	Iteration 36Q: 3 clusters Score -2.673426e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191864 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -26734348.000000 Penalty: 6038.797363
	Iteration 37Q: 3 clusters Score -2.673435e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191906 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -26734374.000000 Penalty: 6038.797363
	Iteration 38Q: 3 clusters Score -2.673437e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191938 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -26734378.000000 Penalty: 6038.797363
	Iteration 39Q: 3 clusters Score -2.673438e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191968 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -26734360.000000 Penalty: 6038.797363
	Iteration 40F: 3 clusters Score -2.673436e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191989 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -26734384.000000 Penalty: 6038.797363
	Iteration 41Q: 3 clusters Score -2.673438e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192003 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -26734436.000000 Penalty: 6038.797363
	Iteration 42Q: 3 clusters Score -2.673444e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192020 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -26734432.000000 Penalty: 6038.797363
	Iteration 43Q: 3 clusters Score -2.673443e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192037 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -26734438.000000 Penalty: 6038.797363
	Iteration 44Q: 3 clusters Score -2.673444e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192047 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -26734452.000000 Penalty: 6038.797363
	Iteration 45Q: 3 clusters Score -2.673445e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192064 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -26734474.000000 Penalty: 6038.797363
	Iteration 46Q: 3 clusters Score -2.673447e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192073 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -26734472.000000 Penalty: 6038.797363
	Iteration 47Q: 3 clusters Score -2.673447e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192075 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -26734488.000000 Penalty: 6038.797363
	Iteration 48Q: 3 clusters Score -2.673449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192080 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -26734516.000000 Penalty: 6038.797363
	Iteration 49Q: 3 clusters Score -2.673452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192086 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -26734516.000000 Penalty: 6038.797363
	Iteration 50Q: 3 clusters Score -2.673452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192091 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -26734504.000000 Penalty: 6038.797363
	Iteration 51Q: 3 clusters Score -2.67345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192096 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -26734500.000000 Penalty: 6038.797363
	Iteration 52Q: 3 clusters Score -2.67345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192102 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -26734526.000000 Penalty: 6038.797363
	Iteration 53Q: 3 clusters Score -2.673453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192109 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -26734522.000000 Penalty: 6038.797363
	Iteration 54Q: 3 clusters Score -2.673452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192112 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -26734526.000000 Penalty: 6038.797363
	Iteration 55Q: 3 clusters Score -2.673453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192117 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -26734536.000000 Penalty: 6038.797363
	Iteration 56Q: 3 clusters Score -2.673454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192115 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -26734534.000000 Penalty: 6038.797363
	Iteration 57Q: 3 clusters Score -2.673453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192117 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -26734534.000000 Penalty: 6038.797363
	Iteration 58Q: 3 clusters Score -2.673453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192118 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -26734540.000000 Penalty: 6038.797363
	Iteration 59Q: 3 clusters Score -2.673454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192119 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -26734528.000000 Penalty: 6038.797363
	Iteration 60F: 3 clusters Score -2.673453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -26734512.000000 Penalty: 6038.797363
	Iteration 61Q: 3 clusters Score -2.673451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -26734508.000000 Penalty: 6038.797363
	Iteration 62Q: 3 clusters Score -2.673451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -26734508.000000 Penalty: 6038.797363
	Iteration 63F: 3 clusters Score -2.673451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 93890 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 9 contains 169277 members 
Mstep: Class 10 contains 235419 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 33077 members 
Mstep: Class 17 contains 26791 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 193880 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 20 clusters Score -1.373878e+08 nChanged 24656
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153756 members 
Mstep: Class 2 contains 93923 members 
Mstep: Class 3 contains 30479 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5353 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 3391 members 
Mstep: Class 9 contains 169755 members 
Mstep: Class 10 contains 235030 members 
Mstep: Class 11 contains 1402 members 
Mstep: Class 12 contains 55698 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 33650 members 
Mstep: Class 17 contains 26944 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 192597 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 20 clusters Score -1.373944e+08 nChanged 19167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 154157 members 
Mstep: Class 2 contains 93782 members 
Mstep: Class 3 contains 32060 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 6061 members 
Mstep: Class 7 contains 4458 members 
Mstep: Class 8 contains 3290 members 
Mstep: Class 9 contains 169486 members 
Mstep: Class 10 contains 232986 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 56931 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 2903 members 
Mstep: Class 16 contains 34421 members 
Mstep: Class 17 contains 27014 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 190354 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 20 clusters Score -1.373975e+08 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 155062 members 
Mstep: Class 2 contains 93706 members 
Mstep: Class 3 contains 33229 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 6511 members 
Mstep: Class 7 contains 4405 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 169121 members 
Mstep: Class 10 contains 231325 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 57699 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 35262 members 
Mstep: Class 17 contains 27068 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 188333 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 20 clusters Score -1.373994e+08 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 156246 members 
Mstep: Class 2 contains 93673 members 
Mstep: Class 3 contains 34223 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 6800 members 
Mstep: Class 7 contains 4365 members 
Mstep: Class 8 contains 3172 members 
Mstep: Class 9 contains 168736 members 
Mstep: Class 10 contains 229691 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 58232 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 794 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 36097 members 
Mstep: Class 17 contains 27162 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 186480 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 20 clusters Score -1.37401e+08 nChanged 11564
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 93669 members 
Mstep: Class 3 contains 35130 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 4325 members 
Mstep: Class 8 contains 3134 members 
Mstep: Class 9 contains 168411 members 
Mstep: Class 10 contains 228045 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 58602 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 802 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 36918 members 
Mstep: Class 17 contains 27298 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 184813 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 20 clusters Score -1.37403e+08 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 158836 members 
Mstep: Class 2 contains 93697 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7131 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 167990 members 
Mstep: Class 10 contains 226381 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 58885 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 37789 members 
Mstep: Class 17 contains 27436 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 183253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137404528.000000 Penalty: 65165.144531
Iteration 45Q: 20 clusters Score -1.374045e+08 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 160126 members 
Mstep: Class 2 contains 93774 members 
Mstep: Class 3 contains 36786 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7226 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 3094 members 
Mstep: Class 9 contains 167548 members 
Mstep: Class 10 contains 224945 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 59083 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 3139 members 
Mstep: Class 16 contains 38674 members 
Mstep: Class 17 contains 27533 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 181664 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 20 clusters Score -1.374053e+08 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 161250 members 
Mstep: Class 2 contains 93863 members 
Mstep: Class 3 contains 37552 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7293 members 
Mstep: Class 7 contains 4221 members 
Mstep: Class 8 contains 3079 members 
Mstep: Class 9 contains 167136 members 
Mstep: Class 10 contains 223685 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 59196 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 814 members 
Mstep: Class 15 contains 3171 members 
Mstep: Class 16 contains 39537 members 
Mstep: Class 17 contains 27652 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 180208 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 20 clusters Score -1.37406e+08 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 162284 members 
Mstep: Class 2 contains 93932 members 
Mstep: Class 3 contains 38233 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7333 members 
Mstep: Class 7 contains 4201 members 
Mstep: Class 8 contains 3077 members 
Mstep: Class 9 contains 166824 members 
Mstep: Class 10 contains 222498 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 59241 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 813 members 
Mstep: Class 15 contains 3200 members 
Mstep: Class 16 contains 40360 members 
Mstep: Class 17 contains 27786 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 178875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137406592.000000 Penalty: 65165.144531
Iteration 48Q: 20 clusters Score -1.374066e+08 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 163177 members 
Mstep: Class 2 contains 94007 members 
Mstep: Class 3 contains 38840 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7376 members 
Mstep: Class 7 contains 4170 members 
Mstep: Class 8 contains 3079 members 
Mstep: Class 9 contains 166542 members 
Mstep: Class 10 contains 221171 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 59261 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 816 members 
Mstep: Class 15 contains 3228 members 
Mstep: Class 16 contains 41202 members 
Mstep: Class 17 contains 27885 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 177903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137407024.000000 Penalty: 65165.144531
Iteration 49Q: 20 clusters Score -1.37407e+08 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 163943 members 
Mstep: Class 2 contains 94026 members 
Mstep: Class 3 contains 39416 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7425 members 
Mstep: Class 7 contains 4161 members 
Mstep: Class 8 contains 3072 members 
Mstep: Class 9 contains 166374 members 
Mstep: Class 10 contains 219841 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 59260 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 816 members 
Mstep: Class 15 contains 3265 members 
Mstep: Class 16 contains 42061 members 
Mstep: Class 17 contains 27970 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 177027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137407136.000000 Penalty: 65165.144531
Iteration 50Q: 20 clusters Score -1.374071e+08 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 94107 members 
Mstep: Class 3 contains 39924 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 4152 members 
Mstep: Class 8 contains 3070 members 
Mstep: Class 9 contains 166244 members 
Mstep: Class 10 contains 218461 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 59250 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 42934 members 
Mstep: Class 17 contains 28051 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 176245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137407536.000000 Penalty: 65165.144531
Iteration 51Q: 20 clusters Score -1.374075e+08 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 165228 members 
Mstep: Class 2 contains 94175 members 
Mstep: Class 3 contains 40391 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7474 members 
Mstep: Class 7 contains 4131 members 
Mstep: Class 8 contains 3076 members 
Mstep: Class 9 contains 166230 members 
Mstep: Class 10 contains 216977 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 59211 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 3325 members 
Mstep: Class 16 contains 43806 members 
Mstep: Class 17 contains 28110 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 175706 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -1.374077e+08 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 165690 members 
Mstep: Class 2 contains 94305 members 
Mstep: Class 3 contains 40780 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 3083 members 
Mstep: Class 9 contains 166286 members 
Mstep: Class 10 contains 215503 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 59158 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 3348 members 
Mstep: Class 16 contains 44686 members 
Mstep: Class 17 contains 28171 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 175238 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -1.374082e+08 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 166081 members 
Mstep: Class 2 contains 94420 members 
Mstep: Class 3 contains 41122 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 4115 members 
Mstep: Class 8 contains 3088 members 
Mstep: Class 9 contains 166306 members 
Mstep: Class 10 contains 214228 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 59081 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 3367 members 
Mstep: Class 16 contains 45555 members 
Mstep: Class 17 contains 28246 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 174727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137408576.000000 Penalty: 65165.144531
Iteration 54Q: 20 clusters Score -1.374086e+08 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 166349 members 
Mstep: Class 2 contains 94536 members 
Mstep: Class 3 contains 41450 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7523 members 
Mstep: Class 7 contains 4108 members 
Mstep: Class 8 contains 3095 members 
Mstep: Class 9 contains 166359 members 
Mstep: Class 10 contains 213015 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 59006 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 3385 members 
Mstep: Class 16 contains 46408 members 
Mstep: Class 17 contains 28306 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 174295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137408528.000000 Penalty: 65165.144531
Iteration 55Q: 20 clusters Score -1.374085e+08 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 166587 members 
Mstep: Class 2 contains 94603 members 
Mstep: Class 3 contains 41757 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7538 members 
Mstep: Class 7 contains 4103 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 166497 members 
Mstep: Class 10 contains 211782 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 58918 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 825 members 
Mstep: Class 15 contains 3401 members 
Mstep: Class 16 contains 47249 members 
Mstep: Class 17 contains 28347 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173952 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -1.374082e+08 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 166759 members 
Mstep: Class 2 contains 94691 members 
Mstep: Class 3 contains 42082 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 4088 members 
Mstep: Class 8 contains 3101 members 
Mstep: Class 9 contains 166521 members 
Mstep: Class 10 contains 210692 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 58826 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 48078 members 
Mstep: Class 17 contains 28396 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173631 members 
Entering Unmasked Estep 
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Score: -137408144.000000 Penalty: 65165.144531
Iteration 57Q: 20 clusters Score -1.374081e+08 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 166834 members 
Mstep: Class 2 contains 94789 members 
Mstep: Class 3 contains 42358 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7558 members 
Mstep: Class 7 contains 4074 members 
Mstep: Class 8 contains 3103 members 
Mstep: Class 9 contains 166588 members 
Mstep: Class 10 contains 209596 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 58746 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 3429 members 
Mstep: Class 16 contains 48947 members 
Mstep: Class 17 contains 28455 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137408448.000000 Penalty: 65165.144531
Iteration 58Q: 20 clusters Score -1.374084e+08 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 166909 members 
Mstep: Class 2 contains 94891 members 
Mstep: Class 3 contains 42659 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7569 members 
Mstep: Class 7 contains 4064 members 
Mstep: Class 8 contains 3101 members 
Mstep: Class 9 contains 166592 members 
Mstep: Class 10 contains 208451 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 58669 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 49800 members 
Mstep: Class 17 contains 28508 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137408480.000000 Penalty: 65165.144531
Iteration 59Q: 20 clusters Score -1.374085e+08 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 166935 members 
Mstep: Class 2 contains 94997 members 
Mstep: Class 3 contains 42917 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7581 members 
Mstep: Class 7 contains 4053 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 166579 members 
Mstep: Class 10 contains 207329 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 58602 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 3454 members 
Mstep: Class 16 contains 50649 members 
Mstep: Class 17 contains 28554 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137408656.000000 Penalty: 65165.144531
Iteration 60F: 20 clusters Score -1.374087e+08 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 166903 members 
Mstep: Class 2 contains 95124 members 
Mstep: Class 3 contains 43152 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 3102 members 
Mstep: Class 9 contains 166586 members 
Mstep: Class 10 contains 206216 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 58551 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 3468 members 
Mstep: Class 16 contains 51487 members 
Mstep: Class 17 contains 28584 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409072.000000 Penalty: 65165.144531
Iteration 61Q: 20 clusters Score -1.374091e+08 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 166830 members 
Mstep: Class 2 contains 95282 members 
Mstep: Class 3 contains 43400 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 4049 members 
Mstep: Class 8 contains 3104 members 
Mstep: Class 9 contains 166563 members 
Mstep: Class 10 contains 205100 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 58483 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 3482 members 
Mstep: Class 16 contains 52335 members 
Mstep: Class 17 contains 28583 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 172996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409072.000000 Penalty: 65165.144531
Iteration 62Q: 20 clusters Score -1.374091e+08 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 166736 members 
Mstep: Class 2 contains 95438 members 
Mstep: Class 3 contains 43641 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 4051 members 
Mstep: Class 8 contains 3105 members 
Mstep: Class 9 contains 166545 members 
Mstep: Class 10 contains 204094 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 58398 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 3497 members 
Mstep: Class 16 contains 53114 members 
Mstep: Class 17 contains 28577 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 172999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137408800.000000 Penalty: 65165.144531
Iteration 63Q: 20 clusters Score -1.374088e+08 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 166635 members 
Mstep: Class 2 contains 95587 members 
Mstep: Class 3 contains 43869 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 7 contains 4054 members 
Mstep: Class 8 contains 3109 members 
Mstep: Class 9 contains 166561 members 
Mstep: Class 10 contains 203177 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 58279 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 874 members 
Mstep: Class 15 contains 3512 members 
Mstep: Class 16 contains 53847 members 
Mstep: Class 17 contains 28579 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 172974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137408992.000000 Penalty: 65165.144531
Iteration 64Q: 20 clusters Score -1.37409e+08 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 166508 members 
Mstep: Class 2 contains 95698 members 
Mstep: Class 3 contains 44068 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7632 members 
Mstep: Class 7 contains 4061 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 166563 members 
Mstep: Class 10 contains 202389 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 58174 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 884 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 54556 members 
Mstep: Class 17 contains 28597 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 172929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409232.000000 Penalty: 65165.144531
Iteration 65Q: 20 clusters Score -1.374092e+08 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 166379 members 
Mstep: Class 2 contains 95807 members 
Mstep: Class 3 contains 44249 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7634 members 
Mstep: Class 7 contains 4072 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 166505 members 
Mstep: Class 10 contains 201665 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 58068 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 881 members 
Mstep: Class 15 contains 3534 members 
Mstep: Class 16 contains 55288 members 
Mstep: Class 17 contains 28609 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 172899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409600.000000 Penalty: 65165.144531
Iteration 66Q: 20 clusters Score -1.374096e+08 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 166211 members 
Mstep: Class 2 contains 95930 members 
Mstep: Class 3 contains 44424 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 4077 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 166454 members 
Mstep: Class 10 contains 200901 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 57970 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 3546 members 
Mstep: Class 16 contains 56105 members 
Mstep: Class 17 contains 28621 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 172832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409568.000000 Penalty: 65165.144531
Iteration 67Q: 20 clusters Score -1.374096e+08 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 166081 members 
Mstep: Class 2 contains 96028 members 
Mstep: Class 3 contains 44574 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7638 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 166441 members 
Mstep: Class 10 contains 200165 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 57876 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 56885 members 
Mstep: Class 17 contains 28660 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 172717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409552.000000 Penalty: 65165.144531
Iteration 68Q: 20 clusters Score -1.374096e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 165931 members 
Mstep: Class 2 contains 96109 members 
Mstep: Class 3 contains 44720 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7643 members 
Mstep: Class 7 contains 4099 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 166474 members 
Mstep: Class 10 contains 199453 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 57794 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 16 contains 57688 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 172540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409936.000000 Penalty: 65165.144531
Iteration 69Q: 20 clusters Score -1.374099e+08 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 165764 members 
Mstep: Class 2 contains 96184 members 
Mstep: Class 3 contains 44866 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7648 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 166506 members 
Mstep: Class 10 contains 198796 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 57677 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 58432 members 
Mstep: Class 17 contains 28736 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 172429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409616.000000 Penalty: 65165.144531
Iteration 70Q: 20 clusters Score -1.374096e+08 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 96269 members 
Mstep: Class 3 contains 45020 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7654 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 166513 members 
Mstep: Class 10 contains 198144 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 57562 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 876 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 59166 members 
Mstep: Class 17 contains 28760 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 172313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409616.000000 Penalty: 65165.144531
Iteration 71Q: 20 clusters Score -1.374096e+08 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 165555 members 
Mstep: Class 2 contains 96367 members 
Mstep: Class 3 contains 45162 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7659 members 
Mstep: Class 7 contains 4074 members 
Mstep: Class 8 contains 3109 members 
Mstep: Class 9 contains 166465 members 
Mstep: Class 10 contains 197540 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 57458 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 876 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 59907 members 
Mstep: Class 17 contains 28795 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 172140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409536.000000 Penalty: 65165.144531
Iteration 72Q: 20 clusters Score -1.374095e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 165513 members 
Mstep: Class 2 contains 96426 members 
Mstep: Class 3 contains 45292 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7665 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 166421 members 
Mstep: Class 10 contains 197012 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 57343 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 876 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 60665 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 171881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409280.000000 Penalty: 65165.144531
Iteration 73Q: 20 clusters Score -1.374093e+08 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 165446 members 
Mstep: Class 2 contains 96509 members 
Mstep: Class 3 contains 45412 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7672 members 
Mstep: Class 7 contains 4064 members 
Mstep: Class 8 contains 3110 members 
Mstep: Class 9 contains 166375 members 
Mstep: Class 10 contains 196480 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 57255 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 3615 members 
Mstep: Class 16 contains 61491 members 
Mstep: Class 17 contains 28846 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 171543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409312.000000 Penalty: 65165.144531
Iteration 74Q: 20 clusters Score -1.374093e+08 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 165359 members 
Mstep: Class 2 contains 96613 members 
Mstep: Class 3 contains 45521 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7678 members 
Mstep: Class 7 contains 4053 members 
Mstep: Class 8 contains 3113 members 
Mstep: Class 9 contains 166314 members 
Mstep: Class 10 contains 196027 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 57136 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 876 members 
Mstep: Class 15 contains 3622 members 
Mstep: Class 16 contains 62314 members 
Mstep: Class 17 contains 28868 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 171202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409872.000000 Penalty: 65165.144531
Iteration 75Q: 20 clusters Score -1.374099e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 165266 members 
Mstep: Class 2 contains 96746 members 
Mstep: Class 3 contains 45621 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7680 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 3110 members 
Mstep: Class 9 contains 166253 members 
Mstep: Class 10 contains 195557 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 57029 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 876 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 63084 members 
Mstep: Class 17 contains 28886 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 170915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137410160.000000 Penalty: 65165.144531
Iteration 76Q: 20 clusters Score -1.374102e+08 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 165132 members 
Mstep: Class 2 contains 96840 members 
Mstep: Class 3 contains 45732 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7683 members 
Mstep: Class 7 contains 4036 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 166193 members 
Mstep: Class 10 contains 195065 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 56927 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 63866 members 
Mstep: Class 17 contains 28908 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 170685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137410112.000000 Penalty: 65165.144531
Iteration 77Q: 20 clusters Score -1.374101e+08 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 164987 members 
Mstep: Class 2 contains 96983 members 
Mstep: Class 3 contains 45839 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7686 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 3115 members 
Mstep: Class 9 contains 166128 members 
Mstep: Class 10 contains 194553 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 56870 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 875 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 64640 members 
Mstep: Class 17 contains 28923 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 170427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137410224.000000 Penalty: 65165.144531
Iteration 78Q: 20 clusters Score -1.374102e+08 nChanged 2613
Entering ConstructFrom: 
Score: -137410224.000000 Penalty: 65165.144531
Entering ConstructFrom: 
Trying to split cluster 1 (164833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164833 members 
Entering Unmasked Estep 
Score: -22761398.000000 Penalty: 2979.146484
	Iteration 0F: 2 clusters Score -2.27614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 82281 members 
Entering Unmasked Estep 
Score: -22654634.000000 Penalty: 5958.292969
	Iteration 0F: 3 clusters Score -2.265463e+07 nChanged 79168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -22701334.000000 Penalty: 5958.292969
	Iteration 1F: 3 clusters Score -2.270133e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -22703066.000000 Penalty: 5958.292969
	Iteration 2Q: 3 clusters Score -2.270307e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90415 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
Score: -22705686.000000 Penalty: 5958.292969
	Iteration 3Q: 3 clusters Score -2.270569e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -22710182.000000 Penalty: 5958.292969
	Iteration 4Q: 3 clusters Score -2.271018e+07 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -22717444.000000 Penalty: 5958.292969
	Iteration 5F: 3 clusters Score -2.271744e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -22727398.000000 Penalty: 5958.292969
	Iteration 6F: 3 clusters Score -2.27274e+07 nChanged 11880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113611 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -22737656.000000 Penalty: 5958.292969
	Iteration 7F: 3 clusters Score -2.273766e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118032 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -22745006.000000 Penalty: 5958.292969
	Iteration 8F: 3 clusters Score -2.274501e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121020 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -22748660.000000 Penalty: 5958.292969
	Iteration 9Q: 3 clusters Score -2.274866e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123543 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -22750344.000000 Penalty: 5958.292969
	Iteration 10Q: 3 clusters Score -2.275034e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126004 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -22751530.000000 Penalty: 5958.292969
	Iteration 11Q: 3 clusters Score -2.275153e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128378 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -22752446.000000 Penalty: 5958.292969
	Iteration 12Q: 3 clusters Score -2.275245e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130612 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -22753272.000000 Penalty: 5958.292969
	Iteration 13Q: 3 clusters Score -2.275327e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132866 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -22754302.000000 Penalty: 5958.292969
	Iteration 14Q: 3 clusters Score -2.27543e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135099 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -22755244.000000 Penalty: 5958.292969
	Iteration 15Q: 3 clusters Score -2.275524e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137368 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -22756070.000000 Penalty: 5958.292969
	Iteration 16Q: 3 clusters Score -2.275607e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139547 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -22756756.000000 Penalty: 5958.292969
	Iteration 17Q: 3 clusters Score -2.275676e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141597 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -22757180.000000 Penalty: 5958.292969
	Iteration 18Q: 3 clusters Score -2.275718e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143529 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -22757654.000000 Penalty: 5958.292969
	Iteration 19Q: 3 clusters Score -2.275765e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145323 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -22758036.000000 Penalty: 5958.292969
	Iteration 20F: 3 clusters Score -2.275804e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147002 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -22758416.000000 Penalty: 5958.292969
	Iteration 21Q: 3 clusters Score -2.275842e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148607 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -22758826.000000 Penalty: 5958.292969
	Iteration 22Q: 3 clusters Score -2.275883e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150123 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -22759114.000000 Penalty: 5958.292969
	Iteration 23Q: 3 clusters Score -2.275911e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151504 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -22759390.000000 Penalty: 5958.292969
	Iteration 24Q: 3 clusters Score -2.275939e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152741 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -22759550.000000 Penalty: 5958.292969
	Iteration 25Q: 3 clusters Score -2.275955e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153879 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -22759808.000000 Penalty: 5958.292969
	Iteration 26Q: 3 clusters Score -2.275981e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154828 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -22759918.000000 Penalty: 5958.292969
	Iteration 27Q: 3 clusters Score -2.275992e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155710 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -22760056.000000 Penalty: 5958.292969
	Iteration 28Q: 3 clusters Score -2.276006e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156467 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -22760144.000000 Penalty: 5958.292969
	Iteration 29Q: 3 clusters Score -2.276014e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157104 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -22760224.000000 Penalty: 5958.292969
	Iteration 30Q: 3 clusters Score -2.276022e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157654 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -22760308.000000 Penalty: 5958.292969
	Iteration 31Q: 3 clusters Score -2.276031e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158133 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -22760314.000000 Penalty: 5958.292969
	Iteration 32Q: 3 clusters Score -2.276031e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158534 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -22760300.000000 Penalty: 5958.292969
	Iteration 33Q: 3 clusters Score -2.27603e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158893 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -22760338.000000 Penalty: 5958.292969
	Iteration 34Q: 3 clusters Score -2.276034e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159218 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -22760344.000000 Penalty: 5958.292969
	Iteration 35Q: 3 clusters Score -2.276034e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -22760388.000000 Penalty: 5958.292969
	Iteration 36Q: 3 clusters Score -2.276039e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159743 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -22760374.000000 Penalty: 5958.292969
	Iteration 37Q: 3 clusters Score -2.276037e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159973 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -22760326.000000 Penalty: 5958.292969
	Iteration 38Q: 3 clusters Score -2.276033e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160158 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -22760258.000000 Penalty: 5958.292969
	Iteration 39Q: 3 clusters Score -2.276026e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -22760296.000000 Penalty: 5958.292969
	Iteration 40F: 3 clusters Score -2.27603e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160446 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -22760282.000000 Penalty: 5958.292969
	Iteration 41Q: 3 clusters Score -2.276028e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160560 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -22760332.000000 Penalty: 5958.292969
	Iteration 42Q: 3 clusters Score -2.276033e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160659 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -22760358.000000 Penalty: 5958.292969
	Iteration 43Q: 3 clusters Score -2.276036e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160774 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -22760340.000000 Penalty: 5958.292969
	Iteration 44Q: 3 clusters Score -2.276034e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160877 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -22760374.000000 Penalty: 5958.292969
	Iteration 45Q: 3 clusters Score -2.276037e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160970 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -22760370.000000 Penalty: 5958.292969
	Iteration 46Q: 3 clusters Score -2.276037e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161039 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -22760322.000000 Penalty: 5958.292969
	Iteration 47Q: 3 clusters Score -2.276032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161090 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -22760304.000000 Penalty: 5958.292969
	Iteration 48Q: 3 clusters Score -2.27603e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161137 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -22760310.000000 Penalty: 5958.292969
	Iteration 49Q: 3 clusters Score -2.276031e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161191 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -22760304.000000 Penalty: 5958.292969
	Iteration 50Q: 3 clusters Score -2.27603e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161244 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -22760290.000000 Penalty: 5958.292969
	Iteration 51Q: 3 clusters Score -2.276029e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161278 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -22760278.000000 Penalty: 5958.292969
	Iteration 52Q: 3 clusters Score -2.276028e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161318 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -22760288.000000 Penalty: 5958.292969
	Iteration 53Q: 3 clusters Score -2.276029e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161349 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -22760292.000000 Penalty: 5958.292969
	Iteration 54Q: 3 clusters Score -2.276029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161389 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -22760238.000000 Penalty: 5958.292969
	Iteration 55Q: 3 clusters Score -2.276024e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161423 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -22760272.000000 Penalty: 5958.292969
	Iteration 56Q: 3 clusters Score -2.276027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161454 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -22760270.000000 Penalty: 5958.292969
	Iteration 57Q: 3 clusters Score -2.276027e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -22760262.000000 Penalty: 5958.292969
	Iteration 58Q: 3 clusters Score -2.276026e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161504 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -22760272.000000 Penalty: 5958.292969
	Iteration 59Q: 3 clusters Score -2.276027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161517 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -22760250.000000 Penalty: 5958.292969
	Iteration 60F: 3 clusters Score -2.276025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161522 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -22760250.000000 Penalty: 5958.292969
	Iteration 61Q: 3 clusters Score -2.276025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161525 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -22760248.000000 Penalty: 5958.292969
	Iteration 62Q: 3 clusters Score -2.276025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161527 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -22760244.000000 Penalty: 5958.292969
	Iteration 63Q: 3 clusters Score -2.276024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161532 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -22760256.000000 Penalty: 5958.292969
	Iteration 64Q: 3 clusters Score -2.276026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161537 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -22760254.000000 Penalty: 5958.292969
	Iteration 65Q: 3 clusters Score -2.276025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161542 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -22760264.000000 Penalty: 5958.292969
	Iteration 66Q: 3 clusters Score -2.276026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161547 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -22760264.000000 Penalty: 5958.292969
	Iteration 67Q: 3 clusters Score -2.276026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161550 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -22760252.000000 Penalty: 5958.292969
	Iteration 68Q: 3 clusters Score -2.276025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161553 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -22760276.000000 Penalty: 5958.292969
	Iteration 69Q: 3 clusters Score -2.276028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161557 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -22760262.000000 Penalty: 5958.292969
	Iteration 70Q: 3 clusters Score -2.276026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161557 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -22760264.000000 Penalty: 5958.292969
	Iteration 71Q: 3 clusters Score -2.276026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161558 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -22760254.000000 Penalty: 5958.292969
	Iteration 72Q: 3 clusters Score -2.276025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -22760254.000000 Penalty: 5958.292969
	Iteration 73Q: 3 clusters Score -2.276025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161567 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -22760262.000000 Penalty: 5958.292969
	Iteration 74Q: 3 clusters Score -2.276026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161567 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -22760264.000000 Penalty: 5958.292969
	Iteration 75Q: 3 clusters Score -2.276026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161569 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -22760264.000000 Penalty: 5958.292969
	Iteration 76Q: 3 clusters Score -2.276026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161569 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -22760264.000000 Penalty: 5958.292969
	Iteration 77F: 3 clusters Score -2.276026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (97101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97101 members 
Entering Unmasked Estep 
Score: -13430607.000000 Penalty: 2847.909668
	Iteration 0F: 2 clusters Score -1.343061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -13365652.000000 Penalty: 5695.819336
	Iteration 0F: 3 clusters Score -1.336565e+07 nChanged 45986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -13392142.000000 Penalty: 5695.819336
	Iteration 1F: 3 clusters Score -1.339214e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -13393082.000000 Penalty: 5695.819336
	Iteration 2Q: 3 clusters Score -1.339308e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -13394402.000000 Penalty: 5695.819336
	Iteration 3Q: 3 clusters Score -1.33944e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -13396245.000000 Penalty: 5695.819336
	Iteration 4Q: 3 clusters Score -1.339624e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -13398811.000000 Penalty: 5695.819336
	Iteration 5Q: 3 clusters Score -1.339881e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -13401910.000000 Penalty: 5695.819336
	Iteration 6F: 3 clusters Score -1.340191e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -13405880.000000 Penalty: 5695.819336
	Iteration 7F: 3 clusters Score -1.340588e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -13410218.000000 Penalty: 5695.819336
	Iteration 8F: 3 clusters Score -1.341022e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -13413736.000000 Penalty: 5695.819336
	Iteration 9F: 3 clusters Score -1.341374e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -13415768.000000 Penalty: 5695.819336
	Iteration 10Q: 3 clusters Score -1.341577e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -13416618.000000 Penalty: 5695.819336
	Iteration 11Q: 3 clusters Score -1.341662e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -13416965.000000 Penalty: 5695.819336
	Iteration 12Q: 3 clusters Score -1.341696e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -13417295.000000 Penalty: 5695.819336
	Iteration 13Q: 3 clusters Score -1.34173e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -13417524.000000 Penalty: 5695.819336
	Iteration 14Q: 3 clusters Score -1.341752e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -13417791.000000 Penalty: 5695.819336
	Iteration 15Q: 3 clusters Score -1.341779e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -13418040.000000 Penalty: 5695.819336
	Iteration 16Q: 3 clusters Score -1.341804e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 64497 members 
Entering Unmasked Estep 
Score: -13418230.000000 Penalty: 5695.819336
	Iteration 17Q: 3 clusters Score -1.341823e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -13418397.000000 Penalty: 5695.819336
	Iteration 18Q: 3 clusters Score -1.34184e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -13418549.000000 Penalty: 5695.819336
	Iteration 19Q: 3 clusters Score -1.341855e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -13418633.000000 Penalty: 5695.819336
	Iteration 20F: 3 clusters Score -1.341863e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -13418757.000000 Penalty: 5695.819336
	Iteration 21Q: 3 clusters Score -1.341876e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -13418949.000000 Penalty: 5695.819336
	Iteration 22Q: 3 clusters Score -1.341895e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -13419135.000000 Penalty: 5695.819336
	Iteration 23Q: 3 clusters Score -1.341914e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -13419299.000000 Penalty: 5695.819336
	Iteration 24Q: 3 clusters Score -1.34193e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
Score: -13419390.000000 Penalty: 5695.819336
	Iteration 25Q: 3 clusters Score -1.341939e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
Score: -13419563.000000 Penalty: 5695.819336
	Iteration 26Q: 3 clusters Score -1.341956e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -13419783.000000 Penalty: 5695.819336
	Iteration 27Q: 3 clusters Score -1.341978e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -13419988.000000 Penalty: 5695.819336
	Iteration 28Q: 3 clusters Score -1.341999e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -13420136.000000 Penalty: 5695.819336
	Iteration 29Q: 3 clusters Score -1.342014e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 72328 members 
Entering Unmasked Estep 
Score: -13420324.000000 Penalty: 5695.819336
	Iteration 30Q: 3 clusters Score -1.342032e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -13420549.000000 Penalty: 5695.819336
	Iteration 31Q: 3 clusters Score -1.342055e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 74070 members 
Entering Unmasked Estep 
Score: -13420769.000000 Penalty: 5695.819336
	Iteration 32Q: 3 clusters Score -1.342077e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 74958 members 
Entering Unmasked Estep 
Score: -13420927.000000 Penalty: 5695.819336
	Iteration 33Q: 3 clusters Score -1.342093e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -13421143.000000 Penalty: 5695.819336
	Iteration 34Q: 3 clusters Score -1.342114e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -13421331.000000 Penalty: 5695.819336
	Iteration 35Q: 3 clusters Score -1.342133e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -13421608.000000 Penalty: 5695.819336
	Iteration 36Q: 3 clusters Score -1.342161e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -13421859.000000 Penalty: 5695.819336
	Iteration 37Q: 3 clusters Score -1.342186e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -13422144.000000 Penalty: 5695.819336
	Iteration 38Q: 3 clusters Score -1.342214e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -13422562.000000 Penalty: 5695.819336
	Iteration 39Q: 3 clusters Score -1.342256e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -13422930.000000 Penalty: 5695.819336
	Iteration 40F: 3 clusters Score -1.342293e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 83712 members 
Entering Unmasked Estep 
Score: -13423397.000000 Penalty: 5695.819336
	Iteration 41Q: 3 clusters Score -1.34234e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -13423875.000000 Penalty: 5695.819336
	Iteration 42Q: 3 clusters Score -1.342388e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 86211 members 
Entering Unmasked Estep 
Score: -13424349.000000 Penalty: 5695.819336
	Iteration 43Q: 3 clusters Score -1.342435e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -13424859.000000 Penalty: 5695.819336
	Iteration 44Q: 3 clusters Score -1.342486e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -13425366.000000 Penalty: 5695.819336
	Iteration 45Q: 3 clusters Score -1.342537e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -13425773.000000 Penalty: 5695.819336
	Iteration 46Q: 3 clusters Score -1.342577e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 90497 members 
Entering Unmasked Estep 
Score: -13426125.000000 Penalty: 5695.819336
	Iteration 47Q: 3 clusters Score -1.342612e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -13426448.000000 Penalty: 5695.819336
	Iteration 48Q: 3 clusters Score -1.342645e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 92048 members 
Entering Unmasked Estep 
Score: -13426670.000000 Penalty: 5695.819336
	Iteration 49Q: 3 clusters Score -1.342667e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 92653 members 
Entering Unmasked Estep 
Score: -13426891.000000 Penalty: 5695.819336
	Iteration 50Q: 3 clusters Score -1.342689e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -13427065.000000 Penalty: 5695.819336
	Iteration 51Q: 3 clusters Score -1.342706e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 93654 members 
Entering Unmasked Estep 
Score: -13427250.000000 Penalty: 5695.819336
	Iteration 52Q: 3 clusters Score -1.342725e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -13427451.000000 Penalty: 5695.819336
	Iteration 53Q: 3 clusters Score -1.342745e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 94387 members 
Entering Unmasked Estep 
Score: -13427591.000000 Penalty: 5695.819336
	Iteration 54Q: 3 clusters Score -1.342759e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 94672 members 
Entering Unmasked Estep 
Score: -13427646.000000 Penalty: 5695.819336
	Iteration 55Q: 3 clusters Score -1.342765e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 94898 members 
Entering Unmasked Estep 
Score: -13427767.000000 Penalty: 5695.819336
	Iteration 56Q: 3 clusters Score -1.342777e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 95082 members 
Entering Unmasked Estep 
Score: -13427831.000000 Penalty: 5695.819336
	Iteration 57Q: 3 clusters Score -1.342783e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -13427898.000000 Penalty: 5695.819336
	Iteration 58Q: 3 clusters Score -1.34279e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 95351 members 
Entering Unmasked Estep 
Score: -13427954.000000 Penalty: 5695.819336
	Iteration 59Q: 3 clusters Score -1.342795e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -13427998.000000 Penalty: 5695.819336
	Iteration 60F: 3 clusters Score -1.3428e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -13428047.000000 Penalty: 5695.819336
	Iteration 61Q: 3 clusters Score -1.342805e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 95603 members 
Entering Unmasked Estep 
Score: -13428097.000000 Penalty: 5695.819336
	Iteration 62Q: 3 clusters Score -1.34281e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
Score: -13428130.000000 Penalty: 5695.819336
	Iteration 63Q: 3 clusters Score -1.342813e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 95714 members 
Entering Unmasked Estep 
Score: -13428157.000000 Penalty: 5695.819336
	Iteration 64Q: 3 clusters Score -1.342816e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -13428172.000000 Penalty: 5695.819336
	Iteration 65Q: 3 clusters Score -1.342817e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -13428175.000000 Penalty: 5695.819336
	Iteration 66Q: 3 clusters Score -1.342818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 95809 members 
Entering Unmasked Estep 
Score: -13428190.000000 Penalty: 5695.819336
	Iteration 67Q: 3 clusters Score -1.342819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 95827 members 
Entering Unmasked Estep 
Score: -13428192.000000 Penalty: 5695.819336
	Iteration 68Q: 3 clusters Score -1.342819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 95854 members 
Entering Unmasked Estep 
Score: -13428208.000000 Penalty: 5695.819336
	Iteration 69Q: 3 clusters Score -1.342821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -13428215.000000 Penalty: 5695.819336
	Iteration 70Q: 3 clusters Score -1.342822e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 95897 members 
Entering Unmasked Estep 
Score: -13428232.000000 Penalty: 5695.819336
	Iteration 71Q: 3 clusters Score -1.342823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 95913 members 
Entering Unmasked Estep 
Score: -13428227.000000 Penalty: 5695.819336
	Iteration 72Q: 3 clusters Score -1.342823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 95930 members 
Entering Unmasked Estep 
Score: -13428231.000000 Penalty: 5695.819336
	Iteration 73Q: 3 clusters Score -1.342823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 95936 members 
Entering Unmasked Estep 
Score: -13428247.000000 Penalty: 5695.819336
	Iteration 74Q: 3 clusters Score -1.342825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -13428240.000000 Penalty: 5695.819336
	Iteration 75Q: 3 clusters Score -1.342824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 95947 members 
Entering Unmasked Estep 
Score: -13428245.000000 Penalty: 5695.819336
	Iteration 76Q: 3 clusters Score -1.342824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 95950 members 
Entering Unmasked Estep 
Score: -13428251.000000 Penalty: 5695.819336
	Iteration 77Q: 3 clusters Score -1.342825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -13428260.000000 Penalty: 5695.819336
	Iteration 78Q: 3 clusters Score -1.342826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 95962 members 
Entering Unmasked Estep 
Score: -13428263.000000 Penalty: 5695.819336
	Iteration 79Q: 3 clusters Score -1.342826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -13428265.000000 Penalty: 5695.819336
	Iteration 80F: 3 clusters Score -1.342826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 95969 members 
Entering Unmasked Estep 
Score: -13428270.000000 Penalty: 5695.819336
	Iteration 81Q: 3 clusters Score -1.342827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -13428263.000000 Penalty: 5695.819336
	Iteration 82Q: 3 clusters Score -1.342826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 95969 members 
Entering Unmasked Estep 
Score: -13428265.000000 Penalty: 5695.819336
	Iteration 83Q: 3 clusters Score -1.342826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 95969 members 
Entering Unmasked Estep 
Score: -13428265.000000 Penalty: 5695.819336
	Iteration 84F: 3 clusters Score -1.342826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Entering Unmasked Estep 
Score: -6386473.000000 Penalty: 2662.308105
	Iteration 0F: 2 clusters Score -6386473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -6355410.000000 Penalty: 5324.616211
	Iteration 0F: 3 clusters Score -6355410 nChanged 21070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -6367042.500000 Penalty: 5324.616211
	Iteration 1F: 3 clusters Score -6367042 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -6367553.500000 Penalty: 5324.616211
	Iteration 2Q: 3 clusters Score -6367554 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -6368056.500000 Penalty: 5324.616211
	Iteration 3Q: 3 clusters Score -6368056 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -6368579.500000 Penalty: 5324.616211
	Iteration 4Q: 3 clusters Score -6368580 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -6369195.500000 Penalty: 5324.616211
	Iteration 5Q: 3 clusters Score -6369196 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -6370208.500000 Penalty: 5324.616211
	Iteration 6Q: 3 clusters Score -6370208 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -6371808.500000 Penalty: 5324.616211
	Iteration 7F: 3 clusters Score -6371808 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -6374240.500000 Penalty: 5324.616211
	Iteration 8F: 3 clusters Score -6374240 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -6377250.500000 Penalty: 5324.616211
	Iteration 9F: 3 clusters Score -6377250 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -6380176.500000 Penalty: 5324.616211
	Iteration 10F: 3 clusters Score -6380176 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -6382147.500000 Penalty: 5324.616211
	Iteration 11Q: 3 clusters Score -6382148 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -6383247.000000 Penalty: 5324.616211
	Iteration 12Q: 3 clusters Score -6383247 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6383737.500000 Penalty: 5324.616211
	Iteration 13Q: 3 clusters Score -6383738 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6383955.500000 Penalty: 5324.616211
	Iteration 14Q: 3 clusters Score -6383956 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6384106.000000 Penalty: 5324.616211
	Iteration 15Q: 3 clusters Score -6384106 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6384267.500000 Penalty: 5324.616211
	Iteration 16Q: 3 clusters Score -6384268 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6384388.000000 Penalty: 5324.616211
	Iteration 17Q: 3 clusters Score -6384388 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6384480.500000 Penalty: 5324.616211
	Iteration 18Q: 3 clusters Score -6384480 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6384549.000000 Penalty: 5324.616211
	Iteration 19Q: 3 clusters Score -6384549 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6384588.500000 Penalty: 5324.616211
	Iteration 20F: 3 clusters Score -6384588 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6384651.500000 Penalty: 5324.616211
	Iteration 21Q: 3 clusters Score -6384652 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6384674.000000 Penalty: 5324.616211
	Iteration 22Q: 3 clusters Score -6384674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6384707.500000 Penalty: 5324.616211
	Iteration 23Q: 3 clusters Score -6384708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6384710.500000 Penalty: 5324.616211
	Iteration 24Q: 3 clusters Score -6384710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6384700.500000 Penalty: 5324.616211
	Iteration 25Q: 3 clusters Score -6384700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6384724.000000 Penalty: 5324.616211
	Iteration 26Q: 3 clusters Score -6384724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6384736.000000 Penalty: 5324.616211
	Iteration 27Q: 3 clusters Score -6384736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6384736.500000 Penalty: 5324.616211
	Iteration 28Q: 3 clusters Score -6384736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6384755.000000 Penalty: 5324.616211
	Iteration 29Q: 3 clusters Score -6384755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6384753.500000 Penalty: 5324.616211
	Iteration 30Q: 3 clusters Score -6384754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6384750.500000 Penalty: 5324.616211
	Iteration 31Q: 3 clusters Score -6384750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6384759.500000 Penalty: 5324.616211
	Iteration 32Q: 3 clusters Score -6384760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6384760.000000 Penalty: 5324.616211
	Iteration 33Q: 3 clusters Score -6384760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6384768.500000 Penalty: 5324.616211
	Iteration 34Q: 3 clusters Score -6384768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6384769.500000 Penalty: 5324.616211
	Iteration 35Q: 3 clusters Score -6384770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6384769.500000 Penalty: 5324.616211
	Iteration 36Q: 3 clusters Score -6384770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6384776.000000 Penalty: 5324.616211
	Iteration 37Q: 3 clusters Score -6384776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6384783.000000 Penalty: 5324.616211
	Iteration 38Q: 3 clusters Score -6384783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6384786.000000 Penalty: 5324.616211
	Iteration 39Q: 3 clusters Score -6384786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6384781.500000 Penalty: 5324.616211
	Iteration 40F: 3 clusters Score -6384782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6384789.500000 Penalty: 5324.616211
	Iteration 41Q: 3 clusters Score -6384790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6384790.500000 Penalty: 5324.616211
	Iteration 42Q: 3 clusters Score -6384790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6384798.500000 Penalty: 5324.616211
	Iteration 43Q: 3 clusters Score -6384798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6384799.000000 Penalty: 5324.616211
	Iteration 44Q: 3 clusters Score -6384799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6384806.000000 Penalty: 5324.616211
	Iteration 45Q: 3 clusters Score -6384806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6384799.500000 Penalty: 5324.616211
	Iteration 46Q: 3 clusters Score -6384800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6384798.000000 Penalty: 5324.616211
	Iteration 47Q: 3 clusters Score -6384798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6384800.500000 Penalty: 5324.616211
	Iteration 48Q: 3 clusters Score -6384800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6384796.500000 Penalty: 5324.616211
	Iteration 49Q: 3 clusters Score -6384796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6384800.000000 Penalty: 5324.616211
	Iteration 50Q: 3 clusters Score -6384800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6384800.500000 Penalty: 5324.616211
	Iteration 51Q: 3 clusters Score -6384800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6384799.500000 Penalty: 5324.616211
	Iteration 52Q: 3 clusters Score -6384800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6384798.000000 Penalty: 5324.616211
	Iteration 53Q: 3 clusters Score -6384798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6384810.000000 Penalty: 5324.616211
	Iteration 54Q: 3 clusters Score -6384810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6384814.000000 Penalty: 5324.616211
	Iteration 55Q: 3 clusters Score -6384814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6384820.500000 Penalty: 5324.616211
	Iteration 56Q: 3 clusters Score -6384820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6384821.500000 Penalty: 5324.616211
	Iteration 57Q: 3 clusters Score -6384822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6384819.500000 Penalty: 5324.616211
	Iteration 58Q: 3 clusters Score -6384820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6384823.500000 Penalty: 5324.616211
	Iteration 59Q: 3 clusters Score -6384824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6384825.500000 Penalty: 5324.616211
	Iteration 60F: 3 clusters Score -6384826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6384826.000000 Penalty: 5324.616211
	Iteration 61Q: 3 clusters Score -6384826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6384828.500000 Penalty: 5324.616211
	Iteration 62Q: 3 clusters Score -6384828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6384827.500000 Penalty: 5324.616211
	Iteration 63Q: 3 clusters Score -6384828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6384830.000000 Penalty: 5324.616211
	Iteration 64Q: 3 clusters Score -6384830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6384830.500000 Penalty: 5324.616211
	Iteration 65Q: 3 clusters Score -6384830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6384830.000000 Penalty: 5324.616211
	Iteration 66Q: 3 clusters Score -6384830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6384834.000000 Penalty: 5324.616211
	Iteration 67Q: 3 clusters Score -6384834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6384830.000000 Penalty: 5324.616211
	Iteration 68Q: 3 clusters Score -6384830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6384834.500000 Penalty: 5324.616211
	Iteration 69Q: 3 clusters Score -6384834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6384830.000000 Penalty: 5324.616211
	Iteration 70Q: 3 clusters Score -6384830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6384833.500000 Penalty: 5324.616211
	Iteration 71Q: 3 clusters Score -6384834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6384833.500000 Penalty: 5324.616211
	Iteration 72Q: 3 clusters Score -6384834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6384832.000000 Penalty: 5324.616211
	Iteration 73Q: 3 clusters Score -6384832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6384832.000000 Penalty: 5324.616211
	Iteration 74Q: 3 clusters Score -6384832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6384832.000000 Penalty: 5324.616211
	Iteration 75Q: 3 clusters Score -6384832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6384833.500000 Penalty: 5324.616211
	Iteration 76Q: 3 clusters Score -6384834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6384833.500000 Penalty: 5324.616211
	Iteration 77F: 3 clusters Score -6384834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -107649.437500 Penalty: 1686.993896
	Iteration 0F: 2 clusters Score -107649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105787.039062 Penalty: 3373.987793
	Iteration 0F: 3 clusters Score -105787 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106055.250000 Penalty: 3373.987793
	Iteration 1F: 3 clusters Score -106055.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -106169.554688 Penalty: 3373.987793
	Iteration 2F: 3 clusters Score -106169.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -106244.406250 Penalty: 3373.987793
	Iteration 3Q: 3 clusters Score -106244.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -106332.085938 Penalty: 3373.987793
	Iteration 4Q: 3 clusters Score -106332.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106510.460938 Penalty: 3373.987793
	Iteration 5Q: 3 clusters Score -106510.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -106840.656250 Penalty: 3373.987793
	Iteration 6F: 3 clusters Score -106840.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -107343.875000 Penalty: 3373.987793
	Iteration 7F: 3 clusters Score -107343.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107902.843750 Penalty: 3373.987793
	Iteration 8F: 3 clusters Score -107902.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -108118.023438 Penalty: 3373.987793
	Iteration 9Q: 3 clusters Score -108118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108376.546875 Penalty: 3373.987793
	Iteration 10Q: 3 clusters Score -108376.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -108710.835938 Penalty: 3373.987793
	Iteration 11Q: 3 clusters Score -108710.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108796.132812 Penalty: 3373.987793
	Iteration 12Q: 3 clusters Score -108796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -108901.117188 Penalty: 3373.987793
	Iteration 13Q: 3 clusters Score -108901.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -109052.656250 Penalty: 3373.987793
	Iteration 14Q: 3 clusters Score -109052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109098.570312 Penalty: 3373.987793
	Iteration 15Q: 3 clusters Score -109098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109098.570312 Penalty: 3373.987793
	Iteration 16F: 3 clusters Score -109098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 164833 members 
Mstep: Class 2 contains 97101 members 
Mstep: Class 3 contains 45941 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7686 members 
Mstep: Class 7 contains 4024 members 
Mstep: Class 8 contains 3118 members 
Mstep: Class 9 contains 166080 members 
Mstep: Class 10 contains 193977 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 56814 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 873 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 65461 members 
Mstep: Class 17 contains 28933 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 170220 members 
Mstep: Class 20 contains 519 members 
Entering Unmasked Estep 
Score: -137409760.000000 Penalty: 68594.890625
Splitting cluster 4 changes total score from -137410224.000000 to -137409760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -68232.031250 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -68232.03 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 294 members 
Entering Unmasked Estep 
Score: -66703.531250 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -66703.53 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67083.445312 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -67083.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67213.046875 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -67213.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67324.156250 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -67324.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67460.195312 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -67460.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67633.039062 Penalty: 3167.892090
	Iteration 5F: 3 clusters Score -67633.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67790.851562 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -67790.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68018.757812 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -68018.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68297.265625 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -68297.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68380.921875 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -68380.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68407.437500 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -68407.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68429.679688 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -68429.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68439.320312 Penalty: 3167.892090
	Iteration 12Q: 3 clusters Score -68439.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68443.500000 Penalty: 3167.892090
	Iteration 13Q: 3 clusters Score -68443.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68445.453125 Penalty: 3167.892090
	Iteration 14Q: 3 clusters Score -68445.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68445.453125 Penalty: 3167.892090
	Iteration 15F: 3 clusters Score -68445.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 164833 members 
Mstep: Class 2 contains 97101 members 
Mstep: Class 3 contains 45941 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 7686 members 
Mstep: Class 7 contains 4024 members 
Mstep: Class 8 contains 3118 members 
Mstep: Class 9 contains 166080 members 
Mstep: Class 10 contains 193977 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 56814 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 873 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 65461 members 
Mstep: Class 17 contains 28933 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 170220 members 
Mstep: Class 20 contains 268 members 
Entering Unmasked Estep 
Score: -137408576.000000 Penalty: 68594.890625
Splitting cluster 5 changes total score from -137410224.000000 to -137408576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Entering Unmasked Estep 
Score: -1029268.125000 Penalty: 2218.894775
	Iteration 0F: 2 clusters Score -1029268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1023068.812500 Penalty: 4437.789551
	Iteration 0F: 3 clusters Score -1023069 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1024770.937500 Penalty: 4437.789551
	Iteration 1F: 3 clusters Score -1024771 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1025005.312500 Penalty: 4437.789551
	Iteration 2F: 3 clusters Score -1025005 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1025158.312500 Penalty: 4437.789551
	Iteration 3Q: 3 clusters Score -1025158 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1025267.062500 Penalty: 4437.789551
	Iteration 4Q: 3 clusters Score -1025267 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1025339.250000 Penalty: 4437.789551
	Iteration 5Q: 3 clusters Score -1025339 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1025404.125000 Penalty: 4437.789551
	Iteration 6Q: 3 clusters Score -1025404 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1025459.625000 Penalty: 4437.789551
	Iteration 7Q: 3 clusters Score -1025460 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1025502.562500 Penalty: 4437.789551
	Iteration 8Q: 3 clusters Score -1025503 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1025546.062500 Penalty: 4437.789551
	Iteration 9Q: 3 clusters Score -1025546 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1025586.250000 Penalty: 4437.789551
	Iteration 10Q: 3 clusters Score -1025586 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1025623.625000 Penalty: 4437.789551
	Iteration 11Q: 3 clusters Score -1025624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1025657.875000 Penalty: 4437.789551
	Iteration 12Q: 3 clusters Score -1025658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1025686.812500 Penalty: 4437.789551
	Iteration 13Q: 3 clusters Score -1025687 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1025728.812500 Penalty: 4437.789551
	Iteration 14Q: 3 clusters Score -1025729 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1025775.812500 Penalty: 4437.789551
	Iteration 15Q: 3 clusters Score -1025776 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1025838.062500 Penalty: 4437.789551
	Iteration 16Q: 3 clusters Score -1025838 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1025921.250000 Penalty: 4437.789551
	Iteration 17Q: 3 clusters Score -1025921 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1026006.875000 Penalty: 4437.789551
	Iteration 18Q: 3 clusters Score -1026007 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1026116.937500 Penalty: 4437.789551
	Iteration 19Q: 3 clusters Score -1026117 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1026229.375000 Penalty: 4437.789551
	Iteration 20F: 3 clusters Score -1026229 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1026338.312500 Penalty: 4437.789551
	Iteration 21Q: 3 clusters Score -1026338 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1026465.812500 Penalty: 4437.789551
	Iteration 22Q: 3 clusters Score -1026466 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1026590.437500 Penalty: 4437.789551
	Iteration 23Q: 3 clusters Score -1026590 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1026707.500000 Penalty: 4437.789551
	Iteration 24Q: 3 clusters Score -1026708 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1026840.062500 Penalty: 4437.789551
	Iteration 25Q: 3 clusters Score -1026840 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1026950.500000 Penalty: 4437.789551
	Iteration 26Q: 3 clusters Score -1026950 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1027047.750000 Penalty: 4437.789551
	Iteration 27Q: 3 clusters Score -1027048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1027136.625000 Penalty: 4437.789551
	Iteration 28Q: 3 clusters Score -1027137 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1027198.250000 Penalty: 4437.789551
	Iteration 29Q: 3 clusters Score -1027198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1027256.562500 Penalty: 4437.789551
	Iteration 30Q: 3 clusters Score -1027257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1027302.312500 Penalty: 4437.789551
	Iteration 31Q: 3 clusters Score -1027302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1027337.625000 Penalty: 4437.789551
	Iteration 32Q: 3 clusters Score -1027338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1027356.750000 Penalty: 4437.789551
	Iteration 33Q: 3 clusters Score -1027357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1027371.687500 Penalty: 4437.789551
	Iteration 34Q: 3 clusters Score -1027372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1027391.750000 Penalty: 4437.789551
	Iteration 35Q: 3 clusters Score -1027392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1027410.312500 Penalty: 4437.789551
	Iteration 36Q: 3 clusters Score -1027410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1027423.687500 Penalty: 4437.789551
	Iteration 37Q: 3 clusters Score -1027424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1027433.562500 Penalty: 4437.789551
	Iteration 38Q: 3 clusters Score -1027434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1027442.625000 Penalty: 4437.789551
	Iteration 39Q: 3 clusters Score -1027443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1027448.875000 Penalty: 4437.789551
	Iteration 40F: 3 clusters Score -1027449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1027451.687500 Penalty: 4437.789551
	Iteration 41Q: 3 clusters Score -1027452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1027458.625000 Penalty: 4437.789551
	Iteration 42Q: 3 clusters Score -1027459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1027462.375000 Penalty: 4437.789551
	Iteration 43Q: 3 clusters Score -1027462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1027464.250000 Penalty: 4437.789551
	Iteration 44Q: 3 clusters Score -1027464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1027465.812500 Penalty: 4437.789551
	Iteration 45Q: 3 clusters Score -1027466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1027468.250000 Penalty: 4437.789551
	Iteration 46Q: 3 clusters Score -1027468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1027468.250000 Penalty: 4437.789551
	Iteration 47F: 3 clusters Score -1027468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Entering Unmasked Estep 
Score: -563768.125000 Penalty: 2058.407959
	Iteration 0F: 2 clusters Score -563768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -559837.562500 Penalty: 4116.815918
	Iteration 0F: 3 clusters Score -559837.6 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -560674.937500 Penalty: 4116.815918
	Iteration 1F: 3 clusters Score -560674.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -560859.062500 Penalty: 4116.815918
	Iteration 2F: 3 clusters Score -560859.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -560970.062500 Penalty: 4116.815918
	Iteration 3F: 3 clusters Score -560970.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -561045.500000 Penalty: 4116.815918
	Iteration 4Q: 3 clusters Score -561045.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -561101.187500 Penalty: 4116.815918
	Iteration 5Q: 3 clusters Score -561101.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -561146.125000 Penalty: 4116.815918
	Iteration 6Q: 3 clusters Score -561146.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -561184.187500 Penalty: 4116.815918
	Iteration 7Q: 3 clusters Score -561184.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -561210.500000 Penalty: 4116.815918
	Iteration 8Q: 3 clusters Score -561210.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -561229.625000 Penalty: 4116.815918
	Iteration 9Q: 3 clusters Score -561229.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -561249.875000 Penalty: 4116.815918
	Iteration 10Q: 3 clusters Score -561249.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -561265.312500 Penalty: 4116.815918
	Iteration 11Q: 3 clusters Score -561265.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -561277.937500 Penalty: 4116.815918
	Iteration 12Q: 3 clusters Score -561277.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -561289.875000 Penalty: 4116.815918
	Iteration 13Q: 3 clusters Score -561289.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -561299.687500 Penalty: 4116.815918
	Iteration 14Q: 3 clusters Score -561299.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -561310.687500 Penalty: 4116.815918
	Iteration 15Q: 3 clusters Score -561310.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -561323.437500 Penalty: 4116.815918
	Iteration 16Q: 3 clusters Score -561323.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -561335.625000 Penalty: 4116.815918
	Iteration 17Q: 3 clusters Score -561335.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -561347.437500 Penalty: 4116.815918
	Iteration 18Q: 3 clusters Score -561347.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -561361.375000 Penalty: 4116.815918
	Iteration 19Q: 3 clusters Score -561361.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -561372.125000 Penalty: 4116.815918
	Iteration 20F: 3 clusters Score -561372.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -561386.312500 Penalty: 4116.815918
	Iteration 21Q: 3 clusters Score -561386.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -561401.750000 Penalty: 4116.815918
	Iteration 22Q: 3 clusters Score -561401.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -561420.125000 Penalty: 4116.815918
	Iteration 23Q: 3 clusters Score -561420.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -561438.875000 Penalty: 4116.815918
	Iteration 24Q: 3 clusters Score -561438.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -561458.687500 Penalty: 4116.815918
	Iteration 25Q: 3 clusters Score -561458.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -561481.312500 Penalty: 4116.815918
	Iteration 26Q: 3 clusters Score -561481.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -561510.875000 Penalty: 4116.815918
	Iteration 27Q: 3 clusters Score -561510.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -561535.062500 Penalty: 4116.815918
	Iteration 28Q: 3 clusters Score -561535.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -561562.250000 Penalty: 4116.815918
	Iteration 29Q: 3 clusters Score -561562.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -561592.500000 Penalty: 4116.815918
	Iteration 30Q: 3 clusters Score -561592.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -561619.750000 Penalty: 4116.815918
	Iteration 31Q: 3 clusters Score -561619.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -561648.625000 Penalty: 4116.815918
	Iteration 32Q: 3 clusters Score -561648.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -561679.062500 Penalty: 4116.815918
	Iteration 33Q: 3 clusters Score -561679.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -561713.312500 Penalty: 4116.815918
	Iteration 34Q: 3 clusters Score -561713.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -561771.125000 Penalty: 4116.815918
	Iteration 35Q: 3 clusters Score -561771.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -561833.437500 Penalty: 4116.815918
	Iteration 36Q: 3 clusters Score -561833.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -561890.000000 Penalty: 4116.815918
	Iteration 37Q: 3 clusters Score -561890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -561926.437500 Penalty: 4116.815918
	Iteration 38Q: 3 clusters Score -561926.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -561970.687500 Penalty: 4116.815918
	Iteration 39Q: 3 clusters Score -561970.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -562008.500000 Penalty: 4116.815918
	Iteration 40F: 3 clusters Score -562008.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -562040.625000 Penalty: 4116.815918
	Iteration 41Q: 3 clusters Score -562040.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -562064.812500 Penalty: 4116.815918
	Iteration 42Q: 3 clusters Score -562064.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -562107.500000 Penalty: 4116.815918
	Iteration 43Q: 3 clusters Score -562107.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -562143.625000 Penalty: 4116.815918
	Iteration 44Q: 3 clusters Score -562143.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -562171.937500 Penalty: 4116.815918
	Iteration 45Q: 3 clusters Score -562171.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -562196.625000 Penalty: 4116.815918
	Iteration 46Q: 3 clusters Score -562196.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -562220.125000 Penalty: 4116.815918
	Iteration 47Q: 3 clusters Score -562220.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -562236.000000 Penalty: 4116.815918
	Iteration 48Q: 3 clusters Score -562236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -562250.937500 Penalty: 4116.815918
	Iteration 49Q: 3 clusters Score -562250.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -562264.687500 Penalty: 4116.815918
	Iteration 50Q: 3 clusters Score -562264.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -562276.937500 Penalty: 4116.815918
	Iteration 51Q: 3 clusters Score -562276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -562285.750000 Penalty: 4116.815918
	Iteration 52Q: 3 clusters Score -562285.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -562293.875000 Penalty: 4116.815918
	Iteration 53Q: 3 clusters Score -562293.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -562302.000000 Penalty: 4116.815918
	Iteration 54Q: 3 clusters Score -562302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -562308.625000 Penalty: 4116.815918
	Iteration 55Q: 3 clusters Score -562308.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -562317.250000 Penalty: 4116.815918
	Iteration 56Q: 3 clusters Score -562317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -562317.437500 Penalty: 4116.815918
	Iteration 57Q: 3 clusters Score -562317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -562317.750000 Penalty: 4116.815918
	Iteration 58Q: 3 clusters Score -562317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -562317.750000 Penalty: 4116.815918
	Iteration 59F: 3 clusters Score -562317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Entering Unmasked Estep 
Score: -400643.875000 Penalty: 1995.146729
	Iteration 0F: 2 clusters Score -400643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -397283.593750 Penalty: 3990.293457
	Iteration 0F: 3 clusters Score -397283.6 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -397996.531250 Penalty: 3990.293457
	Iteration 1F: 3 clusters Score -397996.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -398231.187500 Penalty: 3990.293457
	Iteration 2F: 3 clusters Score -398231.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -398354.687500 Penalty: 3990.293457
	Iteration 3F: 3 clusters Score -398354.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -398433.375000 Penalty: 3990.293457
	Iteration 4Q: 3 clusters Score -398433.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -398497.312500 Penalty: 3990.293457
	Iteration 5Q: 3 clusters Score -398497.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -398552.937500 Penalty: 3990.293457
	Iteration 6Q: 3 clusters Score -398552.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -398596.687500 Penalty: 3990.293457
	Iteration 7Q: 3 clusters Score -398596.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -398632.062500 Penalty: 3990.293457
	Iteration 8Q: 3 clusters Score -398632.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -398665.625000 Penalty: 3990.293457
	Iteration 9Q: 3 clusters Score -398665.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -398695.500000 Penalty: 3990.293457
	Iteration 10Q: 3 clusters Score -398695.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -398722.343750 Penalty: 3990.293457
	Iteration 11Q: 3 clusters Score -398722.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -398741.031250 Penalty: 3990.293457
	Iteration 12Q: 3 clusters Score -398741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -398753.375000 Penalty: 3990.293457
	Iteration 13Q: 3 clusters Score -398753.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -398766.187500 Penalty: 3990.293457
	Iteration 14Q: 3 clusters Score -398766.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -398781.812500 Penalty: 3990.293457
	Iteration 15Q: 3 clusters Score -398781.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -398791.468750 Penalty: 3990.293457
	Iteration 16Q: 3 clusters Score -398791.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -398804.843750 Penalty: 3990.293457
	Iteration 17Q: 3 clusters Score -398804.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -398820.375000 Penalty: 3990.293457
	Iteration 18Q: 3 clusters Score -398820.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -398839.093750 Penalty: 3990.293457
	Iteration 19Q: 3 clusters Score -398839.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -398858.843750 Penalty: 3990.293457
	Iteration 20F: 3 clusters Score -398858.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -398881.343750 Penalty: 3990.293457
	Iteration 21Q: 3 clusters Score -398881.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -398904.937500 Penalty: 3990.293457
	Iteration 22Q: 3 clusters Score -398904.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -398919.062500 Penalty: 3990.293457
	Iteration 23Q: 3 clusters Score -398919.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -398928.406250 Penalty: 3990.293457
	Iteration 24Q: 3 clusters Score -398928.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -398937.531250 Penalty: 3990.293457
	Iteration 25Q: 3 clusters Score -398937.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -398946.750000 Penalty: 3990.293457
	Iteration 26Q: 3 clusters Score -398946.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -398955.062500 Penalty: 3990.293457
	Iteration 27Q: 3 clusters Score -398955.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -398966.593750 Penalty: 3990.293457
	Iteration 28Q: 3 clusters Score -398966.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -398976.843750 Penalty: 3990.293457
	Iteration 29Q: 3 clusters Score -398976.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -398984.687500 Penalty: 3990.293457
	Iteration 30Q: 3 clusters Score -398984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -398990.281250 Penalty: 3990.293457
	Iteration 31Q: 3 clusters Score -398990.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -398993.593750 Penalty: 3990.293457
	Iteration 32Q: 3 clusters Score -398993.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -398995.656250 Penalty: 3990.293457
	Iteration 33Q: 3 clusters Score -398995.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -398996.531250 Penalty: 3990.293457
	Iteration 34Q: 3 clusters Score -398996.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -398996.531250 Penalty: 3990.293457
	Iteration 35F: 3 clusters Score -398996.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (166080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166080 members 
Entering Unmasked Estep 
Score: -22964730.000000 Penalty: 2981.015625
	Iteration 0F: 2 clusters Score -2.296473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 83169 members 
Entering Unmasked Estep 
Score: -22858254.000000 Penalty: 5962.031250
	Iteration 0F: 3 clusters Score -2.285825e+07 nChanged 79598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -22905564.000000 Penalty: 5962.031250
	Iteration 1F: 3 clusters Score -2.290556e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 84966 members 
Entering Unmasked Estep 
Score: -22906668.000000 Penalty: 5962.031250
	Iteration 2Q: 3 clusters Score -2.290667e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -22907970.000000 Penalty: 5962.031250
	Iteration 3Q: 3 clusters Score -2.290797e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -22909702.000000 Penalty: 5962.031250
	Iteration 4Q: 3 clusters Score -2.29097e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -22912248.000000 Penalty: 5962.031250
	Iteration 5Q: 3 clusters Score -2.291225e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Mstep: Class 2 contains 90334 members 
Entering Unmasked Estep 
Score: -22916236.000000 Penalty: 5962.031250
	Iteration 6Q: 3 clusters Score -2.291624e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73494 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -22921902.000000 Penalty: 5962.031250
	Iteration 7F: 3 clusters Score -2.29219e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -22929492.000000 Penalty: 5962.031250
	Iteration 8F: 3 clusters Score -2.292949e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 96277 members 
Entering Unmasked Estep 
Score: -22936106.000000 Penalty: 5962.031250
	Iteration 9F: 3 clusters Score -2.293611e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 97173 members 
Entering Unmasked Estep 
Score: -22939928.000000 Penalty: 5962.031250
	Iteration 10Q: 3 clusters Score -2.293993e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 97758 members 
Entering Unmasked Estep 
Score: -22941220.000000 Penalty: 5962.031250
	Iteration 11Q: 3 clusters Score -2.294122e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 98226 members 
Entering Unmasked Estep 
Score: -22941832.000000 Penalty: 5962.031250
	Iteration 12Q: 3 clusters Score -2.294183e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 98656 members 
Entering Unmasked Estep 
Score: -22942142.000000 Penalty: 5962.031250
	Iteration 13Q: 3 clusters Score -2.294214e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -22942484.000000 Penalty: 5962.031250
	Iteration 14Q: 3 clusters Score -2.294248e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -22942858.000000 Penalty: 5962.031250
	Iteration 15Q: 3 clusters Score -2.294286e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -22943316.000000 Penalty: 5962.031250
	Iteration 16Q: 3 clusters Score -2.294332e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 100385 members 
Entering Unmasked Estep 
Score: -22943708.000000 Penalty: 5962.031250
	Iteration 17Q: 3 clusters Score -2.294371e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 100929 members 
Entering Unmasked Estep 
Score: -22944284.000000 Penalty: 5962.031250
	Iteration 18Q: 3 clusters Score -2.294428e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
Score: -22945032.000000 Penalty: 5962.031250
	Iteration 19Q: 3 clusters Score -2.294503e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 102104 members 
Entering Unmasked Estep 
Score: -22945900.000000 Penalty: 5962.031250
	Iteration 20F: 3 clusters Score -2.29459e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 102692 members 
Entering Unmasked Estep 
Score: -22947010.000000 Penalty: 5962.031250
	Iteration 21Q: 3 clusters Score -2.294701e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -22948292.000000 Penalty: 5962.031250
	Iteration 22Q: 3 clusters Score -2.294829e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 103623 members 
Entering Unmasked Estep 
Score: -22949654.000000 Penalty: 5962.031250
	Iteration 23Q: 3 clusters Score -2.294965e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 103972 members 
Entering Unmasked Estep 
Score: -22951618.000000 Penalty: 5962.031250
	Iteration 24Q: 3 clusters Score -2.295162e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -22953630.000000 Penalty: 5962.031250
	Iteration 25Q: 3 clusters Score -2.295363e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 104212 members 
Entering Unmasked Estep 
Score: -22955836.000000 Penalty: 5962.031250
	Iteration 26Q: 3 clusters Score -2.295584e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 104217 members 
Entering Unmasked Estep 
Score: -22957728.000000 Penalty: 5962.031250
	Iteration 27Q: 3 clusters Score -2.295773e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 104154 members 
Entering Unmasked Estep 
Score: -22959254.000000 Penalty: 5962.031250
	Iteration 28Q: 3 clusters Score -2.295925e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -22960364.000000 Penalty: 5962.031250
	Iteration 29Q: 3 clusters Score -2.296036e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 103912 members 
Entering Unmasked Estep 
Score: -22961284.000000 Penalty: 5962.031250
	Iteration 30Q: 3 clusters Score -2.296128e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -22961808.000000 Penalty: 5962.031250
	Iteration 31Q: 3 clusters Score -2.296181e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 103742 members 
Entering Unmasked Estep 
Score: -22962130.000000 Penalty: 5962.031250
	Iteration 32Q: 3 clusters Score -2.296213e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 103671 members 
Entering Unmasked Estep 
Score: -22962252.000000 Penalty: 5962.031250
	Iteration 33Q: 3 clusters Score -2.296225e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 103653 members 
Entering Unmasked Estep 
Score: -22962390.000000 Penalty: 5962.031250
	Iteration 34Q: 3 clusters Score -2.296239e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -22962402.000000 Penalty: 5962.031250
	Iteration 35Q: 3 clusters Score -2.29624e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -22962474.000000 Penalty: 5962.031250
	Iteration 36Q: 3 clusters Score -2.296247e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 103746 members 
Entering Unmasked Estep 
Score: -22962492.000000 Penalty: 5962.031250
	Iteration 37Q: 3 clusters Score -2.296249e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 103805 members 
Entering Unmasked Estep 
Score: -22962554.000000 Penalty: 5962.031250
	Iteration 38Q: 3 clusters Score -2.296255e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 103890 members 
Entering Unmasked Estep 
Score: -22962520.000000 Penalty: 5962.031250
	Iteration 39Q: 3 clusters Score -2.296252e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 103973 members 
Entering Unmasked Estep 
Score: -22962678.000000 Penalty: 5962.031250
	Iteration 40F: 3 clusters Score -2.296268e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 103981 members 
Entering Unmasked Estep 
Score: -22962736.000000 Penalty: 5962.031250
	Iteration 41Q: 3 clusters Score -2.296274e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -22962778.000000 Penalty: 5962.031250
	Iteration 42Q: 3 clusters Score -2.296278e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -22962758.000000 Penalty: 5962.031250
	Iteration 43Q: 3 clusters Score -2.296276e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 104124 members 
Entering Unmasked Estep 
Score: -22962752.000000 Penalty: 5962.031250
	Iteration 44Q: 3 clusters Score -2.296275e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -22962800.000000 Penalty: 5962.031250
	Iteration 45Q: 3 clusters Score -2.29628e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -22962808.000000 Penalty: 5962.031250
	Iteration 46Q: 3 clusters Score -2.296281e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 104291 members 
Entering Unmasked Estep 
Score: -22962824.000000 Penalty: 5962.031250
	Iteration 47Q: 3 clusters Score -2.296282e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 104340 members 
Entering Unmasked Estep 
Score: -22962818.000000 Penalty: 5962.031250
	Iteration 48Q: 3 clusters Score -2.296282e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -22962830.000000 Penalty: 5962.031250
	Iteration 49Q: 3 clusters Score -2.296283e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -22962796.000000 Penalty: 5962.031250
	Iteration 50Q: 3 clusters Score -2.29628e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -22962804.000000 Penalty: 5962.031250
	Iteration 51Q: 3 clusters Score -2.29628e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -22962818.000000 Penalty: 5962.031250
	Iteration 52Q: 3 clusters Score -2.296282e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 104653 members 
Entering Unmasked Estep 
Score: -22962772.000000 Penalty: 5962.031250
	Iteration 53Q: 3 clusters Score -2.296277e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -22962764.000000 Penalty: 5962.031250
	Iteration 54Q: 3 clusters Score -2.296276e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 104803 members 
Entering Unmasked Estep 
Score: -22962750.000000 Penalty: 5962.031250
	Iteration 55Q: 3 clusters Score -2.296275e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 104882 members 
Entering Unmasked Estep 
Score: -22962748.000000 Penalty: 5962.031250
	Iteration 56Q: 3 clusters Score -2.296275e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 104958 members 
Entering Unmasked Estep 
Score: -22962756.000000 Penalty: 5962.031250
	Iteration 57Q: 3 clusters Score -2.296276e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -22962794.000000 Penalty: 5962.031250
	Iteration 58Q: 3 clusters Score -2.296279e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 105094 members 
Entering Unmasked Estep 
Score: -22962772.000000 Penalty: 5962.031250
	Iteration 59Q: 3 clusters Score -2.296277e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 105157 members 
Entering Unmasked Estep 
Score: -22962768.000000 Penalty: 5962.031250
	Iteration 60F: 3 clusters Score -2.296277e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 105229 members 
Entering Unmasked Estep 
Score: -22962798.000000 Penalty: 5962.031250
	Iteration 61Q: 3 clusters Score -2.29628e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 105283 members 
Entering Unmasked Estep 
Score: -22962796.000000 Penalty: 5962.031250
	Iteration 62Q: 3 clusters Score -2.29628e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 105340 members 
Entering Unmasked Estep 
Score: -22962792.000000 Penalty: 5962.031250
	Iteration 63Q: 3 clusters Score -2.296279e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 105389 members 
Entering Unmasked Estep 
Score: -22962798.000000 Penalty: 5962.031250
	Iteration 64Q: 3 clusters Score -2.29628e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 105433 members 
Entering Unmasked Estep 
Score: -22962798.000000 Penalty: 5962.031250
	Iteration 65Q: 3 clusters Score -2.29628e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 105482 members 
Entering Unmasked Estep 
Score: -22962790.000000 Penalty: 5962.031250
	Iteration 66Q: 3 clusters Score -2.296279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 105508 members 
Entering Unmasked Estep 
Score: -22962784.000000 Penalty: 5962.031250
	Iteration 67Q: 3 clusters Score -2.296278e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 105529 members 
Entering Unmasked Estep 
Score: -22962790.000000 Penalty: 5962.031250
	Iteration 68Q: 3 clusters Score -2.296279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 105550 members 
Entering Unmasked Estep 
Score: -22962794.000000 Penalty: 5962.031250
	Iteration 69Q: 3 clusters Score -2.296279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 105574 members 
Entering Unmasked Estep 
Score: -22962802.000000 Penalty: 5962.031250
	Iteration 70Q: 3 clusters Score -2.29628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 105600 members 
Entering Unmasked Estep 
Score: -22962806.000000 Penalty: 5962.031250
	Iteration 71Q: 3 clusters Score -2.296281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 105631 members 
Entering Unmasked Estep 
Score: -22962804.000000 Penalty: 5962.031250
	Iteration 72Q: 3 clusters Score -2.29628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 105662 members 
Entering Unmasked Estep 
Score: -22962790.000000 Penalty: 5962.031250
	Iteration 73Q: 3 clusters Score -2.296279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -22962798.000000 Penalty: 5962.031250
	Iteration 74Q: 3 clusters Score -2.29628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -22962808.000000 Penalty: 5962.031250
	Iteration 75Q: 3 clusters Score -2.296281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 105741 members 
Entering Unmasked Estep 
Score: -22962794.000000 Penalty: 5962.031250
	Iteration 76Q: 3 clusters Score -2.296279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 105774 members 
Entering Unmasked Estep 
Score: -22962800.000000 Penalty: 5962.031250
	Iteration 77Q: 3 clusters Score -2.29628e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 105810 members 
Entering Unmasked Estep 
Score: -22962824.000000 Penalty: 5962.031250
	Iteration 78Q: 3 clusters Score -2.296282e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -22962828.000000 Penalty: 5962.031250
	Iteration 79Q: 3 clusters Score -2.296283e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 105897 members 
Entering Unmasked Estep 
Score: -22962790.000000 Penalty: 5962.031250
	Iteration 80F: 3 clusters Score -2.296279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -22962802.000000 Penalty: 5962.031250
	Iteration 81Q: 3 clusters Score -2.29628e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 105946 members 
Entering Unmasked Estep 
Score: -22962794.000000 Penalty: 5962.031250
	Iteration 82Q: 3 clusters Score -2.296279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 105959 members 
Entering Unmasked Estep 
Score: -22962784.000000 Penalty: 5962.031250
	Iteration 83Q: 3 clusters Score -2.296278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 105973 members 
Entering Unmasked Estep 
Score: -22962784.000000 Penalty: 5962.031250
	Iteration 84Q: 3 clusters Score -2.296278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 105982 members 
Entering Unmasked Estep 
Score: -22962780.000000 Penalty: 5962.031250
	Iteration 85Q: 3 clusters Score -2.296278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 105990 members 
Entering Unmasked Estep 
Score: -22962802.000000 Penalty: 5962.031250
	Iteration 86Q: 3 clusters Score -2.29628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 106000 members 
Entering Unmasked Estep 
Score: -22962778.000000 Penalty: 5962.031250
	Iteration 87Q: 3 clusters Score -2.296278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 106016 members 
Entering Unmasked Estep 
Score: -22962782.000000 Penalty: 5962.031250
	Iteration 88Q: 3 clusters Score -2.296278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -22962778.000000 Penalty: 5962.031250
	Iteration 89Q: 3 clusters Score -2.296278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 106060 members 
Entering Unmasked Estep 
Score: -22962762.000000 Penalty: 5962.031250
	Iteration 90Q: 3 clusters Score -2.296276e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -22962776.000000 Penalty: 5962.031250
	Iteration 91Q: 3 clusters Score -2.296278e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 106130 members 
Entering Unmasked Estep 
Score: -22962770.000000 Penalty: 5962.031250
	Iteration 92Q: 3 clusters Score -2.296277e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -22962770.000000 Penalty: 5962.031250
	Iteration 93Q: 3 clusters Score -2.296277e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 106214 members 
Entering Unmasked Estep 
Score: -22962780.000000 Penalty: 5962.031250
	Iteration 94Q: 3 clusters Score -2.296278e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -22962738.000000 Penalty: 5962.031250
	Iteration 95Q: 3 clusters Score -2.296274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 106304 members 
Entering Unmasked Estep 
Score: -22962752.000000 Penalty: 5962.031250
	Iteration 96Q: 3 clusters Score -2.296275e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 106338 members 
Entering Unmasked Estep 
Score: -22962754.000000 Penalty: 5962.031250
	Iteration 97Q: 3 clusters Score -2.296275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -22962760.000000 Penalty: 5962.031250
	Iteration 98Q: 3 clusters Score -2.296276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 106393 members 
Entering Unmasked Estep 
Score: -22962774.000000 Penalty: 5962.031250
	Iteration 99Q: 3 clusters Score -2.296277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -22962758.000000 Penalty: 5962.031250
	Iteration 100F: 3 clusters Score -2.296276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -22962756.000000 Penalty: 5962.031250
	Iteration 101Q: 3 clusters Score -2.296276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 106461 members 
Entering Unmasked Estep 
Score: -22962762.000000 Penalty: 5962.031250
	Iteration 102Q: 3 clusters Score -2.296276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 106479 members 
Entering Unmasked Estep 
Score: -22962772.000000 Penalty: 5962.031250
	Iteration 103Q: 3 clusters Score -2.296277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 106502 members 
Entering Unmasked Estep 
Score: -22962772.000000 Penalty: 5962.031250
	Iteration 104Q: 3 clusters Score -2.296277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -22962756.000000 Penalty: 5962.031250
	Iteration 105Q: 3 clusters Score -2.296276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 106537 members 
Entering Unmasked Estep 
Score: -22962742.000000 Penalty: 5962.031250
	Iteration 106Q: 3 clusters Score -2.296274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 106549 members 
Entering Unmasked Estep 
Score: -22962748.000000 Penalty: 5962.031250
	Iteration 107Q: 3 clusters Score -2.296275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 106563 members 
Entering Unmasked Estep 
Score: -22962744.000000 Penalty: 5962.031250
	Iteration 108Q: 3 clusters Score -2.296274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 106576 members 
Entering Unmasked Estep 
Score: -22962742.000000 Penalty: 5962.031250
	Iteration 109Q: 3 clusters Score -2.296274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -22962748.000000 Penalty: 5962.031250
	Iteration 110Q: 3 clusters Score -2.296275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 106616 members 
Entering Unmasked Estep 
Score: -22962712.000000 Penalty: 5962.031250
	Iteration 111Q: 3 clusters Score -2.296271e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 106637 members 
Entering Unmasked Estep 
Score: -22962716.000000 Penalty: 5962.031250
	Iteration 112Q: 3 clusters Score -2.296272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 106654 members 
Entering Unmasked Estep 
Score: -22962698.000000 Penalty: 5962.031250
	Iteration 113Q: 3 clusters Score -2.29627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 106664 members 
Entering Unmasked Estep 
Score: -22962700.000000 Penalty: 5962.031250
	Iteration 114Q: 3 clusters Score -2.29627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 106676 members 
Entering Unmasked Estep 
Score: -22962694.000000 Penalty: 5962.031250
	Iteration 115Q: 3 clusters Score -2.296269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 106688 members 
Entering Unmasked Estep 
Score: -22962672.000000 Penalty: 5962.031250
	Iteration 116Q: 3 clusters Score -2.296267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 106704 members 
Entering Unmasked Estep 
Score: -22962670.000000 Penalty: 5962.031250
	Iteration 117Q: 3 clusters Score -2.296267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 106718 members 
Entering Unmasked Estep 
Score: -22962670.000000 Penalty: 5962.031250
	Iteration 118Q: 3 clusters Score -2.296267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 106737 members 
Entering Unmasked Estep 
Score: -22962680.000000 Penalty: 5962.031250
	Iteration 119Q: 3 clusters Score -2.296268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -22962684.000000 Penalty: 5962.031250
	Iteration 120F: 3 clusters Score -2.296268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -22962682.000000 Penalty: 5962.031250
	Iteration 121Q: 3 clusters Score -2.296268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -22962678.000000 Penalty: 5962.031250
	Iteration 122Q: 3 clusters Score -2.296268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 106815 members 
Entering Unmasked Estep 
Score: -22962682.000000 Penalty: 5962.031250
	Iteration 123Q: 3 clusters Score -2.296268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -22962674.000000 Penalty: 5962.031250
	Iteration 124Q: 3 clusters Score -2.296267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 106839 members 
Entering Unmasked Estep 
Score: -22962690.000000 Penalty: 5962.031250
	Iteration 125Q: 3 clusters Score -2.296269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -22962674.000000 Penalty: 5962.031250
	Iteration 126Q: 3 clusters Score -2.296267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 106857 members 
Entering Unmasked Estep 
Score: -22962688.000000 Penalty: 5962.031250
	Iteration 127Q: 3 clusters Score -2.296269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
Score: -22962678.000000 Penalty: 5962.031250
	Iteration 128Q: 3 clusters Score -2.296268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 106868 members 
Entering Unmasked Estep 
Score: -22962686.000000 Penalty: 5962.031250
	Iteration 129Q: 3 clusters Score -2.296269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 106869 members 
Entering Unmasked Estep 
Score: -22962676.000000 Penalty: 5962.031250
	Iteration 130Q: 3 clusters Score -2.296268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 106871 members 
Entering Unmasked Estep 
Score: -22962668.000000 Penalty: 5962.031250
	Iteration 131Q: 3 clusters Score -2.296267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -22962668.000000 Penalty: 5962.031250
	Iteration 132Q: 3 clusters Score -2.296267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -22962664.000000 Penalty: 5962.031250
	Iteration 133Q: 3 clusters Score -2.296266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -22962656.000000 Penalty: 5962.031250
	Iteration 134Q: 3 clusters Score -2.296266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -22962656.000000 Penalty: 5962.031250
	Iteration 135F: 3 clusters Score -2.296266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (193977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193977 members 
Entering Unmasked Estep 
Score: -26706714.000000 Penalty: 3019.522705
	Iteration 0F: 2 clusters Score -2.670671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97027 members 
Mstep: Class 2 contains 96950 members 
Entering Unmasked Estep 
Score: -26586252.000000 Penalty: 6039.045410
	Iteration 0F: 3 clusters Score -2.658625e+07 nChanged 93208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95799 members 
Mstep: Class 2 contains 98178 members 
Entering Unmasked Estep 
Score: -26640480.000000 Penalty: 6039.045410
	Iteration 1F: 3 clusters Score -2.664048e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94716 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -26642116.000000 Penalty: 6039.045410
	Iteration 2Q: 3 clusters Score -2.664212e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 100845 members 
Entering Unmasked Estep 
Score: -26644444.000000 Penalty: 6039.045410
	Iteration 3Q: 3 clusters Score -2.664444e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90842 members 
Mstep: Class 2 contains 103135 members 
Entering Unmasked Estep 
Score: -26648086.000000 Penalty: 6039.045410
	Iteration 4Q: 3 clusters Score -2.664809e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 106297 members 
Entering Unmasked Estep 
Score: -26653692.000000 Penalty: 6039.045410
	Iteration 5F: 3 clusters Score -2.665369e+07 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 110389 members 
Entering Unmasked Estep 
Score: -26661750.000000 Penalty: 6039.045410
	Iteration 6F: 3 clusters Score -2.666175e+07 nChanged 13336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78622 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -26671134.000000 Penalty: 6039.045410
	Iteration 7F: 3 clusters Score -2.667113e+07 nChanged 13022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 120287 members 
Entering Unmasked Estep 
Score: -26680748.000000 Penalty: 6039.045410
	Iteration 8F: 3 clusters Score -2.668075e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 124558 members 
Entering Unmasked Estep 
Score: -26688080.000000 Penalty: 6039.045410
	Iteration 9F: 3 clusters Score -2.668808e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 128190 members 
Entering Unmasked Estep 
Score: -26691946.000000 Penalty: 6039.045410
	Iteration 10Q: 3 clusters Score -2.669195e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 131373 members 
Entering Unmasked Estep 
Score: -26693980.000000 Penalty: 6039.045410
	Iteration 11Q: 3 clusters Score -2.669398e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 134602 members 
Entering Unmasked Estep 
Score: -26695688.000000 Penalty: 6039.045410
	Iteration 12Q: 3 clusters Score -2.669569e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 137964 members 
Entering Unmasked Estep 
Score: -26697378.000000 Penalty: 6039.045410
	Iteration 13Q: 3 clusters Score -2.669738e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 141374 members 
Entering Unmasked Estep 
Score: -26698666.000000 Penalty: 6039.045410
	Iteration 14Q: 3 clusters Score -2.669867e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 144946 members 
Entering Unmasked Estep 
Score: -26700112.000000 Penalty: 6039.045410
	Iteration 15Q: 3 clusters Score -2.670011e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 148509 members 
Entering Unmasked Estep 
Score: -26701202.000000 Penalty: 6039.045410
	Iteration 16Q: 3 clusters Score -2.67012e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 152096 members 
Entering Unmasked Estep 
Score: -26702210.000000 Penalty: 6039.045410
	Iteration 17Q: 3 clusters Score -2.670221e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 155632 members 
Entering Unmasked Estep 
Score: -26702976.000000 Penalty: 6039.045410
	Iteration 18Q: 3 clusters Score -2.670298e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 159282 members 
Entering Unmasked Estep 
Score: -26703564.000000 Penalty: 6039.045410
	Iteration 19Q: 3 clusters Score -2.670356e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 163065 members 
Entering Unmasked Estep 
Score: -26704148.000000 Penalty: 6039.045410
	Iteration 20F: 3 clusters Score -2.670415e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 166753 members 
Entering Unmasked Estep 
Score: -26704512.000000 Penalty: 6039.045410
	Iteration 21Q: 3 clusters Score -2.670451e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 170189 members 
Entering Unmasked Estep 
Score: -26704966.000000 Penalty: 6039.045410
	Iteration 22Q: 3 clusters Score -2.670497e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 173364 members 
Entering Unmasked Estep 
Score: -26704960.000000 Penalty: 6039.045410
	Iteration 23Q: 3 clusters Score -2.670496e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 176253 members 
Entering Unmasked Estep 
Score: -26705166.000000 Penalty: 6039.045410
	Iteration 24Q: 3 clusters Score -2.670517e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 178849 members 
Entering Unmasked Estep 
Score: -26705338.000000 Penalty: 6039.045410
	Iteration 25Q: 3 clusters Score -2.670534e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 181014 members 
Entering Unmasked Estep 
Score: -26705292.000000 Penalty: 6039.045410
	Iteration 26Q: 3 clusters Score -2.670529e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 182902 members 
Entering Unmasked Estep 
Score: -26705424.000000 Penalty: 6039.045410
	Iteration 27Q: 3 clusters Score -2.670542e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 184523 members 
Entering Unmasked Estep 
Score: -26705568.000000 Penalty: 6039.045410
	Iteration 28Q: 3 clusters Score -2.670557e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 185895 members 
Entering Unmasked Estep 
Score: -26705702.000000 Penalty: 6039.045410
	Iteration 29Q: 3 clusters Score -2.67057e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 187028 members 
Entering Unmasked Estep 
Score: -26705640.000000 Penalty: 6039.045410
	Iteration 30Q: 3 clusters Score -2.670564e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 187957 members 
Entering Unmasked Estep 
Score: -26705546.000000 Penalty: 6039.045410
	Iteration 31Q: 3 clusters Score -2.670555e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 188732 members 
Entering Unmasked Estep 
Score: -26705466.000000 Penalty: 6039.045410
	Iteration 32Q: 3 clusters Score -2.670547e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 189378 members 
Entering Unmasked Estep 
Score: -26705392.000000 Penalty: 6039.045410
	Iteration 33Q: 3 clusters Score -2.670539e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 189905 members 
Entering Unmasked Estep 
Score: -26705206.000000 Penalty: 6039.045410
	Iteration 34Q: 3 clusters Score -2.670521e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 190335 members 
Entering Unmasked Estep 
Score: -26705030.000000 Penalty: 6039.045410
	Iteration 35Q: 3 clusters Score -2.670503e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 190713 members 
Entering Unmasked Estep 
Score: -26704992.000000 Penalty: 6039.045410
	Iteration 36Q: 3 clusters Score -2.670499e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 191025 members 
Entering Unmasked Estep 
Score: -26704964.000000 Penalty: 6039.045410
	Iteration 37Q: 3 clusters Score -2.670496e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 191291 members 
Entering Unmasked Estep 
Score: -26704938.000000 Penalty: 6039.045410
	Iteration 38Q: 3 clusters Score -2.670494e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 191509 members 
Entering Unmasked Estep 
Score: -26704856.000000 Penalty: 6039.045410
	Iteration 39Q: 3 clusters Score -2.670486e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 191696 members 
Entering Unmasked Estep 
Score: -26704822.000000 Penalty: 6039.045410
	Iteration 40F: 3 clusters Score -2.670482e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 191893 members 
Entering Unmasked Estep 
Score: -26704830.000000 Penalty: 6039.045410
	Iteration 41Q: 3 clusters Score -2.670483e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 192035 members 
Entering Unmasked Estep 
Score: -26704764.000000 Penalty: 6039.045410
	Iteration 42Q: 3 clusters Score -2.670476e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 192146 members 
Entering Unmasked Estep 
Score: -26704770.000000 Penalty: 6039.045410
	Iteration 43Q: 3 clusters Score -2.670477e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 192236 members 
Entering Unmasked Estep 
Score: -26704772.000000 Penalty: 6039.045410
	Iteration 44Q: 3 clusters Score -2.670477e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 192312 members 
Entering Unmasked Estep 
Score: -26704814.000000 Penalty: 6039.045410
	Iteration 45Q: 3 clusters Score -2.670481e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 192383 members 
Entering Unmasked Estep 
Score: -26704794.000000 Penalty: 6039.045410
	Iteration 46Q: 3 clusters Score -2.670479e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 192449 members 
Entering Unmasked Estep 
Score: -26704780.000000 Penalty: 6039.045410
	Iteration 47Q: 3 clusters Score -2.670478e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 192522 members 
Entering Unmasked Estep 
Score: -26704760.000000 Penalty: 6039.045410
	Iteration 48Q: 3 clusters Score -2.670476e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 192580 members 
Entering Unmasked Estep 
Score: -26704754.000000 Penalty: 6039.045410
	Iteration 49Q: 3 clusters Score -2.670475e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 192633 members 
Entering Unmasked Estep 
Score: -26704792.000000 Penalty: 6039.045410
	Iteration 50Q: 3 clusters Score -2.670479e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 192674 members 
Entering Unmasked Estep 
Score: -26704776.000000 Penalty: 6039.045410
	Iteration 51Q: 3 clusters Score -2.670478e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 192703 members 
Entering Unmasked Estep 
Score: -26704782.000000 Penalty: 6039.045410
	Iteration 52Q: 3 clusters Score -2.670478e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 192739 members 
Entering Unmasked Estep 
Score: -26704788.000000 Penalty: 6039.045410
	Iteration 53Q: 3 clusters Score -2.670479e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 192778 members 
Entering Unmasked Estep 
Score: -26704760.000000 Penalty: 6039.045410
	Iteration 54Q: 3 clusters Score -2.670476e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 192812 members 
Entering Unmasked Estep 
Score: -26704748.000000 Penalty: 6039.045410
	Iteration 55Q: 3 clusters Score -2.670475e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 192845 members 
Entering Unmasked Estep 
Score: -26704730.000000 Penalty: 6039.045410
	Iteration 56Q: 3 clusters Score -2.670473e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 192872 members 
Entering Unmasked Estep 
Score: -26704708.000000 Penalty: 6039.045410
	Iteration 57Q: 3 clusters Score -2.670471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 192895 members 
Entering Unmasked Estep 
Score: -26704690.000000 Penalty: 6039.045410
	Iteration 58Q: 3 clusters Score -2.670469e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 192914 members 
Entering Unmasked Estep 
Score: -26704686.000000 Penalty: 6039.045410
	Iteration 59Q: 3 clusters Score -2.670469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 192928 members 
Entering Unmasked Estep 
Score: -26704668.000000 Penalty: 6039.045410
	Iteration 60F: 3 clusters Score -2.670467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 192936 members 
Entering Unmasked Estep 
Score: -26704698.000000 Penalty: 6039.045410
	Iteration 61Q: 3 clusters Score -2.67047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 192946 members 
Entering Unmasked Estep 
Score: -26704684.000000 Penalty: 6039.045410
	Iteration 62Q: 3 clusters Score -2.670468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 192955 members 
Entering Unmasked Estep 
Score: -26704690.000000 Penalty: 6039.045410
	Iteration 63Q: 3 clusters Score -2.670469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 192959 members 
Entering Unmasked Estep 
Score: -26704688.000000 Penalty: 6039.045410
	Iteration 64Q: 3 clusters Score -2.670469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 192962 members 
Entering Unmasked Estep 
Score: -26704698.000000 Penalty: 6039.045410
	Iteration 65Q: 3 clusters Score -2.67047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 192965 members 
Entering Unmasked Estep 
Score: -26704698.000000 Penalty: 6039.045410
	Iteration 66Q: 3 clusters Score -2.67047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 192965 members 
Entering Unmasked Estep 
Score: -26704698.000000 Penalty: 6039.045410
	Iteration 67F: 3 clusters Score -2.67047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -160867.796875 Penalty: 1797.805298
	Iteration 0F: 2 clusters Score -160867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -158889.359375 Penalty: 3595.610596
	Iteration 0F: 3 clusters Score -158889.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -160318.218750 Penalty: 3595.610596
	Iteration 1F: 3 clusters Score -160318.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -161786.359375 Penalty: 3595.610596
	Iteration 2F: 3 clusters Score -161786.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -163077.625000 Penalty: 3595.610596
	Iteration 3F: 3 clusters Score -163077.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -163567.734375 Penalty: 3595.610596
	Iteration 4F: 3 clusters Score -163567.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -163794.718750 Penalty: 3595.610596
	Iteration 5Q: 3 clusters Score -163794.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -163864.953125 Penalty: 3595.610596
	Iteration 6Q: 3 clusters Score -163865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -163878.390625 Penalty: 3595.610596
	Iteration 7Q: 3 clusters Score -163878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -163881.109375 Penalty: 3595.610596
	Iteration 8Q: 3 clusters Score -163881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -163887.609375 Penalty: 3595.610596
	Iteration 9Q: 3 clusters Score -163887.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -163893.937500 Penalty: 3595.610596
	Iteration 10Q: 3 clusters Score -163893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -163898.281250 Penalty: 3595.610596
	Iteration 11Q: 3 clusters Score -163898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163906.359375 Penalty: 3595.610596
	Iteration 12Q: 3 clusters Score -163906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -163916.156250 Penalty: 3595.610596
	Iteration 13Q: 3 clusters Score -163916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -163921.250000 Penalty: 3595.610596
	Iteration 14Q: 3 clusters Score -163921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -163923.359375 Penalty: 3595.610596
	Iteration 15Q: 3 clusters Score -163923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -163923.359375 Penalty: 3595.610596
	Iteration 16F: 3 clusters Score -163923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 164833 members 
Mstep: Class 2 contains 97101 members 
Mstep: Class 3 contains 45941 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7686 members 
Mstep: Class 7 contains 4024 members 
Mstep: Class 8 contains 3118 members 
Mstep: Class 9 contains 166080 members 
Mstep: Class 10 contains 193977 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56814 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 873 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 65461 members 
Mstep: Class 17 contains 28933 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 170220 members 
Mstep: Class 20 contains 685 members 
Entering Unmasked Estep 
Score: -137411792.000000 Penalty: 68594.890625
Splitting cluster 11 changes total score from -137410224.000000 to -137411792.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (56814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Entering Unmasked Estep 
Score: -7649901.500000 Penalty: 2714.989502
	Iteration 0F: 2 clusters Score -7649902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -7611896.500000 Penalty: 5429.979004
	Iteration 0F: 3 clusters Score -7611896 nChanged 26205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -7626645.500000 Penalty: 5429.979004
	Iteration 1F: 3 clusters Score -7626646 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -7627314.000000 Penalty: 5429.979004
	Iteration 2Q: 3 clusters Score -7627314 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -7628203.000000 Penalty: 5429.979004
	Iteration 3Q: 3 clusters Score -7628203 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -7629375.500000 Penalty: 5429.979004
	Iteration 4Q: 3 clusters Score -7629376 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -7631277.000000 Penalty: 5429.979004
	Iteration 5F: 3 clusters Score -7631277 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -7634176.500000 Penalty: 5429.979004
	Iteration 6F: 3 clusters Score -7634176 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -7638131.000000 Penalty: 5429.979004
	Iteration 7F: 3 clusters Score -7638131 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -7642034.000000 Penalty: 5429.979004
	Iteration 8F: 3 clusters Score -7642034 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -7644962.500000 Penalty: 5429.979004
	Iteration 9F: 3 clusters Score -7644962 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -7646451.500000 Penalty: 5429.979004
	Iteration 10Q: 3 clusters Score -7646452 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -7647164.000000 Penalty: 5429.979004
	Iteration 11Q: 3 clusters Score -7647164 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -7647432.500000 Penalty: 5429.979004
	Iteration 12Q: 3 clusters Score -7647432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -7647530.000000 Penalty: 5429.979004
	Iteration 13Q: 3 clusters Score -7647530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -7647581.500000 Penalty: 5429.979004
	Iteration 14Q: 3 clusters Score -7647582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -7647598.500000 Penalty: 5429.979004
	Iteration 15Q: 3 clusters Score -7647598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -7647610.500000 Penalty: 5429.979004
	Iteration 16Q: 3 clusters Score -7647610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -7647612.500000 Penalty: 5429.979004
	Iteration 17Q: 3 clusters Score -7647612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -7647628.500000 Penalty: 5429.979004
	Iteration 18Q: 3 clusters Score -7647628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -7647640.000000 Penalty: 5429.979004
	Iteration 19Q: 3 clusters Score -7647640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -7647640.500000 Penalty: 5429.979004
	Iteration 20F: 3 clusters Score -7647640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -7647645.000000 Penalty: 5429.979004
	Iteration 21Q: 3 clusters Score -7647645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -7647643.000000 Penalty: 5429.979004
	Iteration 22Q: 3 clusters Score -7647643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -7647654.500000 Penalty: 5429.979004
	Iteration 23Q: 3 clusters Score -7647654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -7647659.000000 Penalty: 5429.979004
	Iteration 24Q: 3 clusters Score -7647659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -7647660.000000 Penalty: 5429.979004
	Iteration 25Q: 3 clusters Score -7647660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -7647660.000000 Penalty: 5429.979004
	Iteration 26F: 3 clusters Score -7647660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -182164.703125 Penalty: 1796.922485
	Iteration 0F: 2 clusters Score -182164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -180007.109375 Penalty: 3593.844971
	Iteration 0F: 3 clusters Score -180007.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -180653.921875 Penalty: 3593.844971
	Iteration 1F: 3 clusters Score -180653.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -180959.781250 Penalty: 3593.844971
	Iteration 2F: 3 clusters Score -180959.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -181068.671875 Penalty: 3593.844971
	Iteration 3F: 3 clusters Score -181068.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -181133.671875 Penalty: 3593.844971
	Iteration 4Q: 3 clusters Score -181133.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -181174.406250 Penalty: 3593.844971
	Iteration 5Q: 3 clusters Score -181174.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -181202.593750 Penalty: 3593.844971
	Iteration 6Q: 3 clusters Score -181202.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -181235.421875 Penalty: 3593.844971
	Iteration 7Q: 3 clusters Score -181235.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -181272.031250 Penalty: 3593.844971
	Iteration 8Q: 3 clusters Score -181272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -181313.062500 Penalty: 3593.844971
	Iteration 9Q: 3 clusters Score -181313.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -181341.234375 Penalty: 3593.844971
	Iteration 10Q: 3 clusters Score -181341.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -181363.453125 Penalty: 3593.844971
	Iteration 11Q: 3 clusters Score -181363.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -181395.093750 Penalty: 3593.844971
	Iteration 12Q: 3 clusters Score -181395.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -181425.328125 Penalty: 3593.844971
	Iteration 13Q: 3 clusters Score -181425.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -181441.484375 Penalty: 3593.844971
	Iteration 14Q: 3 clusters Score -181441.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -181452.234375 Penalty: 3593.844971
	Iteration 15Q: 3 clusters Score -181452.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -181464.187500 Penalty: 3593.844971
	Iteration 16Q: 3 clusters Score -181464.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -181480.359375 Penalty: 3593.844971
	Iteration 17Q: 3 clusters Score -181480.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -181498.750000 Penalty: 3593.844971
	Iteration 18Q: 3 clusters Score -181498.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -181529.125000 Penalty: 3593.844971
	Iteration 19Q: 3 clusters Score -181529.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -181578.140625 Penalty: 3593.844971
	Iteration 20F: 3 clusters Score -181578.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -181614.265625 Penalty: 3593.844971
	Iteration 21Q: 3 clusters Score -181614.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -181641.765625 Penalty: 3593.844971
	Iteration 22Q: 3 clusters Score -181641.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -181677.156250 Penalty: 3593.844971
	Iteration 23Q: 3 clusters Score -181677.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -181701.484375 Penalty: 3593.844971
	Iteration 24Q: 3 clusters Score -181701.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -181721.703125 Penalty: 3593.844971
	Iteration 25Q: 3 clusters Score -181721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -181725.718750 Penalty: 3593.844971
	Iteration 26Q: 3 clusters Score -181725.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -181727.234375 Penalty: 3593.844971
	Iteration 27Q: 3 clusters Score -181727.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -181727.234375 Penalty: 3593.844971
	Iteration 28F: 3 clusters Score -181727.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -110684.671875 Penalty: 1679.439941
	Iteration 0F: 2 clusters Score -110684.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108863.773438 Penalty: 3358.879883
	Iteration 0F: 3 clusters Score -108863.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -109148.585938 Penalty: 3358.879883
	Iteration 1F: 3 clusters Score -109148.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109253.796875 Penalty: 3358.879883
	Iteration 2F: 3 clusters Score -109253.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -109408.968750 Penalty: 3358.879883
	Iteration 3Q: 3 clusters Score -109409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109506.617188 Penalty: 3358.879883
	Iteration 4Q: 3 clusters Score -109506.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -109551.640625 Penalty: 3358.879883
	Iteration 5Q: 3 clusters Score -109551.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -109574.718750 Penalty: 3358.879883
	Iteration 6Q: 3 clusters Score -109574.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -109598.554688 Penalty: 3358.879883
	Iteration 7Q: 3 clusters Score -109598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109621.929688 Penalty: 3358.879883
	Iteration 8Q: 3 clusters Score -109621.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -109642.023438 Penalty: 3358.879883
	Iteration 9Q: 3 clusters Score -109642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109652.335938 Penalty: 3358.879883
	Iteration 10Q: 3 clusters Score -109652.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -109664.492188 Penalty: 3358.879883
	Iteration 11Q: 3 clusters Score -109664.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109676.757812 Penalty: 3358.879883
	Iteration 12Q: 3 clusters Score -109676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -109695.632812 Penalty: 3358.879883
	Iteration 13Q: 3 clusters Score -109695.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -109710.000000 Penalty: 3358.879883
	Iteration 14Q: 3 clusters Score -109710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109724.226562 Penalty: 3358.879883
	Iteration 15Q: 3 clusters Score -109724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -109732.601562 Penalty: 3358.879883
	Iteration 16Q: 3 clusters Score -109732.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -109732.601562 Penalty: 3358.879883
	Iteration 17F: 3 clusters Score -109732.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Entering Unmasked Estep 
Score: -480091.031250 Penalty: 2033.194336
	Iteration 0F: 2 clusters Score -480091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -476419.843750 Penalty: 4066.388672
	Iteration 0F: 3 clusters Score -476419.8 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -477174.625000 Penalty: 4066.388672
	Iteration 1F: 3 clusters Score -477174.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -477349.500000 Penalty: 4066.388672
	Iteration 2F: 3 clusters Score -477349.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -477468.437500 Penalty: 4066.388672
	Iteration 3Q: 3 clusters Score -477468.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -477574.437500 Penalty: 4066.388672
	Iteration 4Q: 3 clusters Score -477574.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -477647.718750 Penalty: 4066.388672
	Iteration 5Q: 3 clusters Score -477647.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -477700.031250 Penalty: 4066.388672
	Iteration 6Q: 3 clusters Score -477700 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -477740.468750 Penalty: 4066.388672
	Iteration 7Q: 3 clusters Score -477740.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -477782.781250 Penalty: 4066.388672
	Iteration 8Q: 3 clusters Score -477782.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -477822.906250 Penalty: 4066.388672
	Iteration 9Q: 3 clusters Score -477822.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -477861.125000 Penalty: 4066.388672
	Iteration 10Q: 3 clusters Score -477861.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -477895.593750 Penalty: 4066.388672
	Iteration 11Q: 3 clusters Score -477895.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -477925.625000 Penalty: 4066.388672
	Iteration 12Q: 3 clusters Score -477925.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -477942.156250 Penalty: 4066.388672
	Iteration 13Q: 3 clusters Score -477942.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -477958.843750 Penalty: 4066.388672
	Iteration 14Q: 3 clusters Score -477958.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -477978.125000 Penalty: 4066.388672
	Iteration 15Q: 3 clusters Score -477978.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -477988.437500 Penalty: 4066.388672
	Iteration 16Q: 3 clusters Score -477988.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -478002.093750 Penalty: 4066.388672
	Iteration 17Q: 3 clusters Score -478002.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -478021.218750 Penalty: 4066.388672
	Iteration 18Q: 3 clusters Score -478021.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -478040.781250 Penalty: 4066.388672
	Iteration 19Q: 3 clusters Score -478040.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -478056.875000 Penalty: 4066.388672
	Iteration 20F: 3 clusters Score -478056.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -478072.812500 Penalty: 4066.388672
	Iteration 21Q: 3 clusters Score -478072.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -478084.406250 Penalty: 4066.388672
	Iteration 22Q: 3 clusters Score -478084.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -478097.218750 Penalty: 4066.388672
	Iteration 23Q: 3 clusters Score -478097.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -478116.687500 Penalty: 4066.388672
	Iteration 24Q: 3 clusters Score -478116.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -478138.562500 Penalty: 4066.388672
	Iteration 25Q: 3 clusters Score -478138.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -478161.937500 Penalty: 4066.388672
	Iteration 26Q: 3 clusters Score -478161.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -478182.343750 Penalty: 4066.388672
	Iteration 27Q: 3 clusters Score -478182.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -478207.093750 Penalty: 4066.388672
	Iteration 28Q: 3 clusters Score -478207.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -478226.125000 Penalty: 4066.388672
	Iteration 29Q: 3 clusters Score -478226.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -478244.281250 Penalty: 4066.388672
	Iteration 30Q: 3 clusters Score -478244.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -478262.656250 Penalty: 4066.388672
	Iteration 31Q: 3 clusters Score -478262.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -478277.562500 Penalty: 4066.388672
	Iteration 32Q: 3 clusters Score -478277.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -478290.406250 Penalty: 4066.388672
	Iteration 33Q: 3 clusters Score -478290.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -478300.000000 Penalty: 4066.388672
	Iteration 34Q: 3 clusters Score -478300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -478312.531250 Penalty: 4066.388672
	Iteration 35Q: 3 clusters Score -478312.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -478322.218750 Penalty: 4066.388672
	Iteration 36Q: 3 clusters Score -478322.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -478327.937500 Penalty: 4066.388672
	Iteration 37Q: 3 clusters Score -478327.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -478333.468750 Penalty: 4066.388672
	Iteration 38Q: 3 clusters Score -478333.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -478339.750000 Penalty: 4066.388672
	Iteration 39Q: 3 clusters Score -478339.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -478344.562500 Penalty: 4066.388672
	Iteration 40F: 3 clusters Score -478344.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -478354.937500 Penalty: 4066.388672
	Iteration 41Q: 3 clusters Score -478354.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -478363.875000 Penalty: 4066.388672
	Iteration 42Q: 3 clusters Score -478363.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -478368.031250 Penalty: 4066.388672
	Iteration 43Q: 3 clusters Score -478368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -478373.031250 Penalty: 4066.388672
	Iteration 44Q: 3 clusters Score -478373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -478379.062500 Penalty: 4066.388672
	Iteration 45Q: 3 clusters Score -478379.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -478384.593750 Penalty: 4066.388672
	Iteration 46Q: 3 clusters Score -478384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -478388.250000 Penalty: 4066.388672
	Iteration 47Q: 3 clusters Score -478388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -478390.093750 Penalty: 4066.388672
	Iteration 48Q: 3 clusters Score -478390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -478392.781250 Penalty: 4066.388672
	Iteration 49Q: 3 clusters Score -478392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -478395.750000 Penalty: 4066.388672
	Iteration 50Q: 3 clusters Score -478395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -478397.250000 Penalty: 4066.388672
	Iteration 51Q: 3 clusters Score -478397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -478397.593750 Penalty: 4066.388672
	Iteration 52Q: 3 clusters Score -478397.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -478401.343750 Penalty: 4066.388672
	Iteration 53Q: 3 clusters Score -478401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -478403.687500 Penalty: 4066.388672
	Iteration 54Q: 3 clusters Score -478403.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -478407.218750 Penalty: 4066.388672
	Iteration 55Q: 3 clusters Score -478407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -478407.718750 Penalty: 4066.388672
	Iteration 56Q: 3 clusters Score -478407.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -478410.468750 Penalty: 4066.388672
	Iteration 57Q: 3 clusters Score -478410.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -478412.906250 Penalty: 4066.388672
	Iteration 58Q: 3 clusters Score -478412.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -478416.406250 Penalty: 4066.388672
	Iteration 59Q: 3 clusters Score -478416.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -478420.937500 Penalty: 4066.388672
	Iteration 60F: 3 clusters Score -478420.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -478423.718750 Penalty: 4066.388672
	Iteration 61Q: 3 clusters Score -478423.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -478426.062500 Penalty: 4066.388672
	Iteration 62Q: 3 clusters Score -478426.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -478427.093750 Penalty: 4066.388672
	Iteration 63Q: 3 clusters Score -478427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -478427.843750 Penalty: 4066.388672
	Iteration 64Q: 3 clusters Score -478427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -478429.281250 Penalty: 4066.388672
	Iteration 65Q: 3 clusters Score -478429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -478430.750000 Penalty: 4066.388672
	Iteration 66Q: 3 clusters Score -478430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -478432.281250 Penalty: 4066.388672
	Iteration 67Q: 3 clusters Score -478432.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -478435.218750 Penalty: 4066.388672
	Iteration 68Q: 3 clusters Score -478435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -478436.750000 Penalty: 4066.388672
	Iteration 69Q: 3 clusters Score -478436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -478439.062500 Penalty: 4066.388672
	Iteration 70Q: 3 clusters Score -478439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -478441.000000 Penalty: 4066.388672
	Iteration 71Q: 3 clusters Score -478441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -478442.562500 Penalty: 4066.388672
	Iteration 72Q: 3 clusters Score -478442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -478469.031250 Penalty: 4066.388672
	Iteration 73Q: 3 clusters Score -478469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -478478.625000 Penalty: 4066.388672
	Iteration 74Q: 3 clusters Score -478478.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -478492.093750 Penalty: 4066.388672
	Iteration 75Q: 3 clusters Score -478492.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -478506.218750 Penalty: 4066.388672
	Iteration 76Q: 3 clusters Score -478506.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -478517.968750 Penalty: 4066.388672
	Iteration 77Q: 3 clusters Score -478518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -478528.500000 Penalty: 4066.388672
	Iteration 78Q: 3 clusters Score -478528.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -478541.968750 Penalty: 4066.388672
	Iteration 79Q: 3 clusters Score -478542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -478554.968750 Penalty: 4066.388672
	Iteration 80F: 3 clusters Score -478555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -478560.000000 Penalty: 4066.388672
	Iteration 81Q: 3 clusters Score -478560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -478565.468750 Penalty: 4066.388672
	Iteration 82Q: 3 clusters Score -478565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -478571.187500 Penalty: 4066.388672
	Iteration 83Q: 3 clusters Score -478571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -478575.968750 Penalty: 4066.388672
	Iteration 84Q: 3 clusters Score -478576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -478584.437500 Penalty: 4066.388672
	Iteration 85Q: 3 clusters Score -478584.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -478589.906250 Penalty: 4066.388672
	Iteration 86Q: 3 clusters Score -478589.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -478594.843750 Penalty: 4066.388672
	Iteration 87Q: 3 clusters Score -478594.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -478600.406250 Penalty: 4066.388672
	Iteration 88Q: 3 clusters Score -478600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -478603.843750 Penalty: 4066.388672
	Iteration 89Q: 3 clusters Score -478603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -478606.562500 Penalty: 4066.388672
	Iteration 90Q: 3 clusters Score -478606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -478608.500000 Penalty: 4066.388672
	Iteration 91Q: 3 clusters Score -478608.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -478609.656250 Penalty: 4066.388672
	Iteration 92Q: 3 clusters Score -478609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -478610.468750 Penalty: 4066.388672
	Iteration 93Q: 3 clusters Score -478610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -478611.281250 Penalty: 4066.388672
	Iteration 94Q: 3 clusters Score -478611.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -478611.281250 Penalty: 4066.388672
	Iteration 95F: 3 clusters Score -478611.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Entering Unmasked Estep 
Score: -9046354.000000 Penalty: 2750.124023
	Iteration 0F: 2 clusters Score -9046354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -9002241.000000 Penalty: 5500.248047
	Iteration 0F: 3 clusters Score -9002241 nChanged 30496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -9019449.000000 Penalty: 5500.248047
	Iteration 1F: 3 clusters Score -9019449 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -9020284.000000 Penalty: 5500.248047
	Iteration 2Q: 3 clusters Score -9020284 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -9021298.000000 Penalty: 5500.248047
	Iteration 3Q: 3 clusters Score -9021298 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -9022895.000000 Penalty: 5500.248047
	Iteration 4F: 3 clusters Score -9022895 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -9025389.000000 Penalty: 5500.248047
	Iteration 5F: 3 clusters Score -9025389 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -9029223.000000 Penalty: 5500.248047
	Iteration 6F: 3 clusters Score -9029223 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -9033924.000000 Penalty: 5500.248047
	Iteration 7F: 3 clusters Score -9033924 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -9038107.000000 Penalty: 5500.248047
	Iteration 8F: 3 clusters Score -9038107 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -9040974.000000 Penalty: 5500.248047
	Iteration 9Q: 3 clusters Score -9040974 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -9042317.000000 Penalty: 5500.248047
	Iteration 10Q: 3 clusters Score -9042317 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -9042820.000000 Penalty: 5500.248047
	Iteration 11Q: 3 clusters Score -9042820 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -9043062.000000 Penalty: 5500.248047
	Iteration 12Q: 3 clusters Score -9043062 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -9043245.000000 Penalty: 5500.248047
	Iteration 13Q: 3 clusters Score -9043245 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -9043401.000000 Penalty: 5500.248047
	Iteration 14Q: 3 clusters Score -9043401 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -9043533.000000 Penalty: 5500.248047
	Iteration 15Q: 3 clusters Score -9043533 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -9043610.000000 Penalty: 5500.248047
	Iteration 16Q: 3 clusters Score -9043610 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -9043701.000000 Penalty: 5500.248047
	Iteration 17Q: 3 clusters Score -9043701 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -9043761.000000 Penalty: 5500.248047
	Iteration 18Q: 3 clusters Score -9043761 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -9043806.000000 Penalty: 5500.248047
	Iteration 19Q: 3 clusters Score -9043806 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -9043869.000000 Penalty: 5500.248047
	Iteration 20F: 3 clusters Score -9043869 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -9043920.000000 Penalty: 5500.248047
	Iteration 21Q: 3 clusters Score -9043920 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -9043958.000000 Penalty: 5500.248047
	Iteration 22Q: 3 clusters Score -9043958 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -9044027.000000 Penalty: 5500.248047
	Iteration 23Q: 3 clusters Score -9044027 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -9044073.000000 Penalty: 5500.248047
	Iteration 24Q: 3 clusters Score -9044073 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -9044101.000000 Penalty: 5500.248047
	Iteration 25Q: 3 clusters Score -9044101 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -9044124.000000 Penalty: 5500.248047
	Iteration 26Q: 3 clusters Score -9044124 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -9044159.000000 Penalty: 5500.248047
	Iteration 27Q: 3 clusters Score -9044159 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9044204.000000 Penalty: 5500.248047
	Iteration 28Q: 3 clusters Score -9044204 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -9044223.000000 Penalty: 5500.248047
	Iteration 29Q: 3 clusters Score -9044223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -9044234.000000 Penalty: 5500.248047
	Iteration 30Q: 3 clusters Score -9044234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9044234.000000 Penalty: 5500.248047
	Iteration 31Q: 3 clusters Score -9044234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -9044260.000000 Penalty: 5500.248047
	Iteration 32Q: 3 clusters Score -9044260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63045 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9044279.000000 Penalty: 5500.248047
	Iteration 33Q: 3 clusters Score -9044279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -9044272.000000 Penalty: 5500.248047
	Iteration 34Q: 3 clusters Score -9044272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -9044293.000000 Penalty: 5500.248047
	Iteration 35Q: 3 clusters Score -9044293 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -9044298.000000 Penalty: 5500.248047
	Iteration 36Q: 3 clusters Score -9044298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -9044306.000000 Penalty: 5500.248047
	Iteration 37Q: 3 clusters Score -9044306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9044327.000000 Penalty: 5500.248047
	Iteration 38Q: 3 clusters Score -9044327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9044330.000000 Penalty: 5500.248047
	Iteration 39Q: 3 clusters Score -9044330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -9044332.000000 Penalty: 5500.248047
	Iteration 40F: 3 clusters Score -9044332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9044324.000000 Penalty: 5500.248047
	Iteration 41Q: 3 clusters Score -9044324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9044338.000000 Penalty: 5500.248047
	Iteration 42Q: 3 clusters Score -9044338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9044343.000000 Penalty: 5500.248047
	Iteration 43Q: 3 clusters Score -9044343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9044355.000000 Penalty: 5500.248047
	Iteration 44Q: 3 clusters Score -9044355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9044363.000000 Penalty: 5500.248047
	Iteration 45Q: 3 clusters Score -9044363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -9044364.000000 Penalty: 5500.248047
	Iteration 46Q: 3 clusters Score -9044364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9044368.000000 Penalty: 5500.248047
	Iteration 47Q: 3 clusters Score -9044368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9044372.000000 Penalty: 5500.248047
	Iteration 48Q: 3 clusters Score -9044372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9044372.000000 Penalty: 5500.248047
	Iteration 49Q: 3 clusters Score -9044372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -9044372.000000 Penalty: 5500.248047
	Iteration 50Q: 3 clusters Score -9044372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9044380.000000 Penalty: 5500.248047
	Iteration 51Q: 3 clusters Score -9044380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63514 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9044375.000000 Penalty: 5500.248047
	Iteration 52Q: 3 clusters Score -9044375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9044377.000000 Penalty: 5500.248047
	Iteration 53Q: 3 clusters Score -9044377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9044373.000000 Penalty: 5500.248047
	Iteration 54Q: 3 clusters Score -9044373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9044371.000000 Penalty: 5500.248047
	Iteration 55Q: 3 clusters Score -9044371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9044369.000000 Penalty: 5500.248047
	Iteration 56Q: 3 clusters Score -9044369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9044371.000000 Penalty: 5500.248047
	Iteration 57Q: 3 clusters Score -9044371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9044369.000000 Penalty: 5500.248047
	Iteration 58Q: 3 clusters Score -9044369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9044366.000000 Penalty: 5500.248047
	Iteration 59Q: 3 clusters Score -9044366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63525 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9044366.000000 Penalty: 5500.248047
	Iteration 60F: 3 clusters Score -9044366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9044372.000000 Penalty: 5500.248047
	Iteration 61Q: 3 clusters Score -9044372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9044370.000000 Penalty: 5500.248047
	Iteration 62Q: 3 clusters Score -9044370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9044370.000000 Penalty: 5500.248047
	Iteration 63F: 3 clusters Score -9044370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Entering Unmasked Estep 
Score: -3929944.000000 Penalty: 2547.639160
	Iteration 0F: 2 clusters Score -3929944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3910157.250000 Penalty: 5095.278320
	Iteration 0F: 3 clusters Score -3910157 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3917256.750000 Penalty: 5095.278320
	Iteration 1F: 3 clusters Score -3917257 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3917919.500000 Penalty: 5095.278320
	Iteration 2F: 3 clusters Score -3917920 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3918565.250000 Penalty: 5095.278320
	Iteration 3F: 3 clusters Score -3918565 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3919157.250000 Penalty: 5095.278320
	Iteration 4Q: 3 clusters Score -3919157 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3919710.500000 Penalty: 5095.278320
	Iteration 5Q: 3 clusters Score -3919710 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3920250.750000 Penalty: 5095.278320
	Iteration 6Q: 3 clusters Score -3920251 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3920777.750000 Penalty: 5095.278320
	Iteration 7Q: 3 clusters Score -3920778 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3921304.750000 Penalty: 5095.278320
	Iteration 8Q: 3 clusters Score -3921305 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3921950.250000 Penalty: 5095.278320
	Iteration 9Q: 3 clusters Score -3921950 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3922631.500000 Penalty: 5095.278320
	Iteration 10Q: 3 clusters Score -3922632 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -3923294.250000 Penalty: 5095.278320
	Iteration 11Q: 3 clusters Score -3923294 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3923770.000000 Penalty: 5095.278320
	Iteration 12Q: 3 clusters Score -3923770 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3924084.500000 Penalty: 5095.278320
	Iteration 13Q: 3 clusters Score -3924084 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3924325.750000 Penalty: 5095.278320
	Iteration 14Q: 3 clusters Score -3924326 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3924493.250000 Penalty: 5095.278320
	Iteration 15Q: 3 clusters Score -3924493 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3924651.750000 Penalty: 5095.278320
	Iteration 16Q: 3 clusters Score -3924652 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3924792.000000 Penalty: 5095.278320
	Iteration 17Q: 3 clusters Score -3924792 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3924923.750000 Penalty: 5095.278320
	Iteration 18Q: 3 clusters Score -3924924 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3925056.500000 Penalty: 5095.278320
	Iteration 19Q: 3 clusters Score -3925056 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3925213.000000 Penalty: 5095.278320
	Iteration 20F: 3 clusters Score -3925213 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3925374.000000 Penalty: 5095.278320
	Iteration 21Q: 3 clusters Score -3925374 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3925563.250000 Penalty: 5095.278320
	Iteration 22Q: 3 clusters Score -3925563 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3925769.250000 Penalty: 5095.278320
	Iteration 23Q: 3 clusters Score -3925769 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3925988.000000 Penalty: 5095.278320
	Iteration 24Q: 3 clusters Score -3925988 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3926204.000000 Penalty: 5095.278320
	Iteration 25Q: 3 clusters Score -3926204 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3926447.750000 Penalty: 5095.278320
	Iteration 26Q: 3 clusters Score -3926448 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3926671.000000 Penalty: 5095.278320
	Iteration 27Q: 3 clusters Score -3926671 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3926874.000000 Penalty: 5095.278320
	Iteration 28Q: 3 clusters Score -3926874 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3927040.250000 Penalty: 5095.278320
	Iteration 29Q: 3 clusters Score -3927040 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3927180.750000 Penalty: 5095.278320
	Iteration 30Q: 3 clusters Score -3927181 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3927299.000000 Penalty: 5095.278320
	Iteration 31Q: 3 clusters Score -3927299 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3927423.500000 Penalty: 5095.278320
	Iteration 32Q: 3 clusters Score -3927424 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3927539.750000 Penalty: 5095.278320
	Iteration 33Q: 3 clusters Score -3927540 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3927663.500000 Penalty: 5095.278320
	Iteration 34Q: 3 clusters Score -3927664 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3927773.000000 Penalty: 5095.278320
	Iteration 35Q: 3 clusters Score -3927773 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3927867.750000 Penalty: 5095.278320
	Iteration 36Q: 3 clusters Score -3927868 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3927930.000000 Penalty: 5095.278320
	Iteration 37Q: 3 clusters Score -3927930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -3927983.750000 Penalty: 5095.278320
	Iteration 38Q: 3 clusters Score -3927984 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -3928032.250000 Penalty: 5095.278320
	Iteration 39Q: 3 clusters Score -3928032 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3928073.500000 Penalty: 5095.278320
	Iteration 40F: 3 clusters Score -3928074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3928110.250000 Penalty: 5095.278320
	Iteration 41Q: 3 clusters Score -3928110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3928127.750000 Penalty: 5095.278320
	Iteration 42Q: 3 clusters Score -3928128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3928138.000000 Penalty: 5095.278320
	Iteration 43Q: 3 clusters Score -3928138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3928151.500000 Penalty: 5095.278320
	Iteration 44Q: 3 clusters Score -3928152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3928170.000000 Penalty: 5095.278320
	Iteration 45Q: 3 clusters Score -3928170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3928169.500000 Penalty: 5095.278320
	Iteration 46Q: 3 clusters Score -3928170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3928171.250000 Penalty: 5095.278320
	Iteration 47Q: 3 clusters Score -3928171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3928174.250000 Penalty: 5095.278320
	Iteration 48Q: 3 clusters Score -3928174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3928173.250000 Penalty: 5095.278320
	Iteration 49Q: 3 clusters Score -3928173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3928179.250000 Penalty: 5095.278320
	Iteration 50Q: 3 clusters Score -3928179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3928184.500000 Penalty: 5095.278320
	Iteration 51Q: 3 clusters Score -3928184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3928186.500000 Penalty: 5095.278320
	Iteration 52Q: 3 clusters Score -3928186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3928191.750000 Penalty: 5095.278320
	Iteration 53Q: 3 clusters Score -3928192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3928193.750000 Penalty: 5095.278320
	Iteration 54Q: 3 clusters Score -3928194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3928190.750000 Penalty: 5095.278320
	Iteration 55Q: 3 clusters Score -3928191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3928198.000000 Penalty: 5095.278320
	Iteration 56Q: 3 clusters Score -3928198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3928197.750000 Penalty: 5095.278320
	Iteration 57Q: 3 clusters Score -3928198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3928204.500000 Penalty: 5095.278320
	Iteration 58Q: 3 clusters Score -3928204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3928205.000000 Penalty: 5095.278320
	Iteration 59Q: 3 clusters Score -3928205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3928207.250000 Penalty: 5095.278320
	Iteration 60F: 3 clusters Score -3928207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3928209.250000 Penalty: 5095.278320
	Iteration 61Q: 3 clusters Score -3928209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3928207.000000 Penalty: 5095.278320
	Iteration 62Q: 3 clusters Score -3928207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3928211.250000 Penalty: 5095.278320
	Iteration 63Q: 3 clusters Score -3928211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -3928215.500000 Penalty: 5095.278320
	Iteration 64Q: 3 clusters Score -3928216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3928212.500000 Penalty: 5095.278320
	Iteration 65Q: 3 clusters Score -3928212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3928208.250000 Penalty: 5095.278320
	Iteration 66Q: 3 clusters Score -3928208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3928208.250000 Penalty: 5095.278320
	Iteration 67Q: 3 clusters Score -3928208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3928217.500000 Penalty: 5095.278320
	Iteration 68Q: 3 clusters Score -3928218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3928219.750000 Penalty: 5095.278320
	Iteration 69Q: 3 clusters Score -3928220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3928223.750000 Penalty: 5095.278320
	Iteration 70Q: 3 clusters Score -3928224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3928222.000000 Penalty: 5095.278320
	Iteration 71Q: 3 clusters Score -3928222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3928220.750000 Penalty: 5095.278320
	Iteration 72Q: 3 clusters Score -3928221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3928217.750000 Penalty: 5095.278320
	Iteration 73Q: 3 clusters Score -3928218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3928222.000000 Penalty: 5095.278320
	Iteration 74Q: 3 clusters Score -3928222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3928224.500000 Penalty: 5095.278320
	Iteration 75Q: 3 clusters Score -3928224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3928225.000000 Penalty: 5095.278320
	Iteration 76Q: 3 clusters Score -3928225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3928223.250000 Penalty: 5095.278320
	Iteration 77Q: 3 clusters Score -3928223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3928225.750000 Penalty: 5095.278320
	Iteration 78Q: 3 clusters Score -3928226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3928222.250000 Penalty: 5095.278320
	Iteration 79Q: 3 clusters Score -3928222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3928219.750000 Penalty: 5095.278320
	Iteration 80F: 3 clusters Score -3928220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3928225.250000 Penalty: 5095.278320
	Iteration 81Q: 3 clusters Score -3928225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3928227.250000 Penalty: 5095.278320
	Iteration 82Q: 3 clusters Score -3928227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3928225.750000 Penalty: 5095.278320
	Iteration 83Q: 3 clusters Score -3928226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3928225.750000 Penalty: 5095.278320
	Iteration 84F: 3 clusters Score -3928226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -160940.218750 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -160940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -158808.640625 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -158808.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -159102.859375 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -159102.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -159218.328125 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -159218.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -159284.078125 Penalty: 3517.504150
	Iteration 3Q: 3 clusters Score -159284.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -159321.562500 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -159321.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159348.625000 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -159348.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -159372.515625 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -159372.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -159394.109375 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -159394.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159406.203125 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -159406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159408.109375 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -159408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159413.609375 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -159413.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159418.812500 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -159418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159432.140625 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -159432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -159442.000000 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -159442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159450.968750 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -159451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -159463.390625 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -159463.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -159477.671875 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -159477.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -159486.562500 Penalty: 3517.504150
	Iteration 17Q: 3 clusters Score -159486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159491.171875 Penalty: 3517.504150
	Iteration 18Q: 3 clusters Score -159491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159495.218750 Penalty: 3517.504150
	Iteration 19Q: 3 clusters Score -159495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159499.968750 Penalty: 3517.504150
	Iteration 20F: 3 clusters Score -159500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159504.937500 Penalty: 3517.504150
	Iteration 21Q: 3 clusters Score -159504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159505.718750 Penalty: 3517.504150
	Iteration 22Q: 3 clusters Score -159505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -159506.218750 Penalty: 3517.504150
	Iteration 23Q: 3 clusters Score -159506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -159506.218750 Penalty: 3517.504150
	Iteration 24F: 3 clusters Score -159506.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (170220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170220 members 
Entering Unmasked Estep 
Score: -23467592.000000 Penalty: 2987.122070
	Iteration 0F: 2 clusters Score -2.346759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -23357790.000000 Penalty: 5974.244141
	Iteration 0F: 3 clusters Score -2.335779e+07 nChanged 81770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -23405602.000000 Penalty: 5974.244141
	Iteration 1F: 3 clusters Score -2.34056e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -23406812.000000 Penalty: 5974.244141
	Iteration 2Q: 3 clusters Score -2.340681e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 86762 members 
Entering Unmasked Estep 
Score: -23408156.000000 Penalty: 5974.244141
	Iteration 3Q: 3 clusters Score -2.340816e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -23410238.000000 Penalty: 5974.244141
	Iteration 4Q: 3 clusters Score -2.341024e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -23413016.000000 Penalty: 5974.244141
	Iteration 5Q: 3 clusters Score -2.341302e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -23417162.000000 Penalty: 5974.244141
	Iteration 6F: 3 clusters Score -2.341716e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -23423180.000000 Penalty: 5974.244141
	Iteration 7F: 3 clusters Score -2.342318e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -23431326.000000 Penalty: 5974.244141
	Iteration 8F: 3 clusters Score -2.343133e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 105997 members 
Entering Unmasked Estep 
Score: -23440868.000000 Penalty: 5974.244141
	Iteration 9F: 3 clusters Score -2.344087e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 109730 members 
Entering Unmasked Estep 
Score: -23449114.000000 Penalty: 5974.244141
	Iteration 10F: 3 clusters Score -2.344911e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 112043 members 
Entering Unmasked Estep 
Score: -23452916.000000 Penalty: 5974.244141
	Iteration 11Q: 3 clusters Score -2.345292e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 113834 members 
Entering Unmasked Estep 
Score: -23454686.000000 Penalty: 5974.244141
	Iteration 12Q: 3 clusters Score -2.345469e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 115236 members 
Entering Unmasked Estep 
Score: -23455498.000000 Penalty: 5974.244141
	Iteration 13Q: 3 clusters Score -2.34555e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 116520 members 
Entering Unmasked Estep 
Score: -23456340.000000 Penalty: 5974.244141
	Iteration 14Q: 3 clusters Score -2.345634e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 117647 members 
Entering Unmasked Estep 
Score: -23456846.000000 Penalty: 5974.244141
	Iteration 15Q: 3 clusters Score -2.345685e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 118674 members 
Entering Unmasked Estep 
Score: -23457296.000000 Penalty: 5974.244141
	Iteration 16Q: 3 clusters Score -2.34573e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 119654 members 
Entering Unmasked Estep 
Score: -23457580.000000 Penalty: 5974.244141
	Iteration 17Q: 3 clusters Score -2.345758e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 120551 members 
Entering Unmasked Estep 
Score: -23457978.000000 Penalty: 5974.244141
	Iteration 18Q: 3 clusters Score -2.345798e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 121383 members 
Entering Unmasked Estep 
Score: -23458126.000000 Penalty: 5974.244141
	Iteration 19Q: 3 clusters Score -2.345813e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 122214 members 
Entering Unmasked Estep 
Score: -23458376.000000 Penalty: 5974.244141
	Iteration 20F: 3 clusters Score -2.345838e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 123033 members 
Entering Unmasked Estep 
Score: -23458564.000000 Penalty: 5974.244141
	Iteration 21Q: 3 clusters Score -2.345856e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 123854 members 
Entering Unmasked Estep 
Score: -23458692.000000 Penalty: 5974.244141
	Iteration 22Q: 3 clusters Score -2.345869e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 124699 members 
Entering Unmasked Estep 
Score: -23458856.000000 Penalty: 5974.244141
	Iteration 23Q: 3 clusters Score -2.345886e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 125535 members 
Entering Unmasked Estep 
Score: -23459000.000000 Penalty: 5974.244141
	Iteration 24Q: 3 clusters Score -2.3459e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 126308 members 
Entering Unmasked Estep 
Score: -23459062.000000 Penalty: 5974.244141
	Iteration 25Q: 3 clusters Score -2.345906e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 127102 members 
Entering Unmasked Estep 
Score: -23459340.000000 Penalty: 5974.244141
	Iteration 26Q: 3 clusters Score -2.345934e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 127911 members 
Entering Unmasked Estep 
Score: -23459524.000000 Penalty: 5974.244141
	Iteration 27Q: 3 clusters Score -2.345952e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 128778 members 
Entering Unmasked Estep 
Score: -23459700.000000 Penalty: 5974.244141
	Iteration 28Q: 3 clusters Score -2.34597e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 129693 members 
Entering Unmasked Estep 
Score: -23459958.000000 Penalty: 5974.244141
	Iteration 29Q: 3 clusters Score -2.345996e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 130628 members 
Entering Unmasked Estep 
Score: -23460196.000000 Penalty: 5974.244141
	Iteration 30Q: 3 clusters Score -2.34602e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 131613 members 
Entering Unmasked Estep 
Score: -23460324.000000 Penalty: 5974.244141
	Iteration 31Q: 3 clusters Score -2.346032e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 132685 members 
Entering Unmasked Estep 
Score: -23460444.000000 Penalty: 5974.244141
	Iteration 32Q: 3 clusters Score -2.346044e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 133843 members 
Entering Unmasked Estep 
Score: -23460636.000000 Penalty: 5974.244141
	Iteration 33Q: 3 clusters Score -2.346064e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 135104 members 
Entering Unmasked Estep 
Score: -23460824.000000 Penalty: 5974.244141
	Iteration 34Q: 3 clusters Score -2.346082e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 136469 members 
Entering Unmasked Estep 
Score: -23460996.000000 Penalty: 5974.244141
	Iteration 35Q: 3 clusters Score -2.3461e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 137902 members 
Entering Unmasked Estep 
Score: -23461274.000000 Penalty: 5974.244141
	Iteration 36Q: 3 clusters Score -2.346127e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 139491 members 
Entering Unmasked Estep 
Score: -23461456.000000 Penalty: 5974.244141
	Iteration 37Q: 3 clusters Score -2.346146e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 141219 members 
Entering Unmasked Estep 
Score: -23461740.000000 Penalty: 5974.244141
	Iteration 38Q: 3 clusters Score -2.346174e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 143170 members 
Entering Unmasked Estep 
Score: -23462100.000000 Penalty: 5974.244141
	Iteration 39Q: 3 clusters Score -2.34621e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 145261 members 
Entering Unmasked Estep 
Score: -23462450.000000 Penalty: 5974.244141
	Iteration 40F: 3 clusters Score -2.346245e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 147459 members 
Entering Unmasked Estep 
Score: -23462688.000000 Penalty: 5974.244141
	Iteration 41Q: 3 clusters Score -2.346269e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 149712 members 
Entering Unmasked Estep 
Score: -23462936.000000 Penalty: 5974.244141
	Iteration 42Q: 3 clusters Score -2.346294e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 152022 members 
Entering Unmasked Estep 
Score: -23463406.000000 Penalty: 5974.244141
	Iteration 43Q: 3 clusters Score -2.346341e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 154220 members 
Entering Unmasked Estep 
Score: -23463704.000000 Penalty: 5974.244141
	Iteration 44Q: 3 clusters Score -2.34637e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 156310 members 
Entering Unmasked Estep 
Score: -23463864.000000 Penalty: 5974.244141
	Iteration 45Q: 3 clusters Score -2.346386e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 158223 members 
Entering Unmasked Estep 
Score: -23463964.000000 Penalty: 5974.244141
	Iteration 46Q: 3 clusters Score -2.346396e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 160000 members 
Entering Unmasked Estep 
Score: -23464226.000000 Penalty: 5974.244141
	Iteration 47Q: 3 clusters Score -2.346423e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 161615 members 
Entering Unmasked Estep 
Score: -23464498.000000 Penalty: 5974.244141
	Iteration 48Q: 3 clusters Score -2.34645e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 163049 members 
Entering Unmasked Estep 
Score: -23464700.000000 Penalty: 5974.244141
	Iteration 49Q: 3 clusters Score -2.34647e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 164296 members 
Entering Unmasked Estep 
Score: -23465010.000000 Penalty: 5974.244141
	Iteration 50Q: 3 clusters Score -2.346501e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -23465150.000000 Penalty: 5974.244141
	Iteration 51Q: 3 clusters Score -2.346515e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 166230 members 
Entering Unmasked Estep 
Score: -23465112.000000 Penalty: 5974.244141
	Iteration 52Q: 3 clusters Score -2.346511e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 166934 members 
Entering Unmasked Estep 
Score: -23465278.000000 Penalty: 5974.244141
	Iteration 53Q: 3 clusters Score -2.346528e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 167487 members 
Entering Unmasked Estep 
Score: -23465390.000000 Penalty: 5974.244141
	Iteration 54Q: 3 clusters Score -2.346539e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 167937 members 
Entering Unmasked Estep 
Score: -23465428.000000 Penalty: 5974.244141
	Iteration 55Q: 3 clusters Score -2.346543e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 168272 members 
Entering Unmasked Estep 
Score: -23465386.000000 Penalty: 5974.244141
	Iteration 56Q: 3 clusters Score -2.346539e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 168531 members 
Entering Unmasked Estep 
Score: -23465406.000000 Penalty: 5974.244141
	Iteration 57Q: 3 clusters Score -2.346541e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 168724 members 
Entering Unmasked Estep 
Score: -23465368.000000 Penalty: 5974.244141
	Iteration 58Q: 3 clusters Score -2.346537e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 168874 members 
Entering Unmasked Estep 
Score: -23465390.000000 Penalty: 5974.244141
	Iteration 59Q: 3 clusters Score -2.346539e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 168987 members 
Entering Unmasked Estep 
Score: -23465362.000000 Penalty: 5974.244141
	Iteration 60F: 3 clusters Score -2.346536e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 169090 members 
Entering Unmasked Estep 
Score: -23465370.000000 Penalty: 5974.244141
	Iteration 61Q: 3 clusters Score -2.346537e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 169165 members 
Entering Unmasked Estep 
Score: -23465404.000000 Penalty: 5974.244141
	Iteration 62Q: 3 clusters Score -2.34654e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 169230 members 
Entering Unmasked Estep 
Score: -23465422.000000 Penalty: 5974.244141
	Iteration 63Q: 3 clusters Score -2.346542e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 169274 members 
Entering Unmasked Estep 
Score: -23465424.000000 Penalty: 5974.244141
	Iteration 64Q: 3 clusters Score -2.346542e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 169323 members 
Entering Unmasked Estep 
Score: -23465446.000000 Penalty: 5974.244141
	Iteration 65Q: 3 clusters Score -2.346545e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 169347 members 
Entering Unmasked Estep 
Score: -23465444.000000 Penalty: 5974.244141
	Iteration 66Q: 3 clusters Score -2.346544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 169370 members 
Entering Unmasked Estep 
Score: -23465460.000000 Penalty: 5974.244141
	Iteration 67Q: 3 clusters Score -2.346546e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 169398 members 
Entering Unmasked Estep 
Score: -23465454.000000 Penalty: 5974.244141
	Iteration 68Q: 3 clusters Score -2.346545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 169417 members 
Entering Unmasked Estep 
Score: -23465436.000000 Penalty: 5974.244141
	Iteration 69Q: 3 clusters Score -2.346544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 169430 members 
Entering Unmasked Estep 
Score: -23465458.000000 Penalty: 5974.244141
	Iteration 70Q: 3 clusters Score -2.346546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 169446 members 
Entering Unmasked Estep 
Score: -23465462.000000 Penalty: 5974.244141
	Iteration 71Q: 3 clusters Score -2.346546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 169456 members 
Entering Unmasked Estep 
Score: -23465482.000000 Penalty: 5974.244141
	Iteration 72Q: 3 clusters Score -2.346548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 169465 members 
Entering Unmasked Estep 
Score: -23465458.000000 Penalty: 5974.244141
	Iteration 73Q: 3 clusters Score -2.346546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 169467 members 
Entering Unmasked Estep 
Score: -23465452.000000 Penalty: 5974.244141
	Iteration 74Q: 3 clusters Score -2.346545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 169470 members 
Entering Unmasked Estep 
Score: -23465448.000000 Penalty: 5974.244141
	Iteration 75Q: 3 clusters Score -2.346545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 169473 members 
Entering Unmasked Estep 
Score: -23465458.000000 Penalty: 5974.244141
	Iteration 76Q: 3 clusters Score -2.346546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 169474 members 
Entering Unmasked Estep 
Score: -23465450.000000 Penalty: 5974.244141
	Iteration 77Q: 3 clusters Score -2.346545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 169476 members 
Entering Unmasked Estep 
Score: -23465456.000000 Penalty: 5974.244141
	Iteration 78Q: 3 clusters Score -2.346546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 169479 members 
Entering Unmasked Estep 
Score: -23465464.000000 Penalty: 5974.244141
	Iteration 79Q: 3 clusters Score -2.346546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 169482 members 
Entering Unmasked Estep 
Score: -23465454.000000 Penalty: 5974.244141
	Iteration 80F: 3 clusters Score -2.346545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 169484 members 
Entering Unmasked Estep 
Score: -23465458.000000 Penalty: 5974.244141
	Iteration 81Q: 3 clusters Score -2.346546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 169486 members 
Entering Unmasked Estep 
Score: -23465466.000000 Penalty: 5974.244141
	Iteration 82Q: 3 clusters Score -2.346547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 169490 members 
Entering Unmasked Estep 
Score: -23465450.000000 Penalty: 5974.244141
	Iteration 83Q: 3 clusters Score -2.346545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 169493 members 
Entering Unmasked Estep 
Score: -23465452.000000 Penalty: 5974.244141
	Iteration 84Q: 3 clusters Score -2.346545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 169499 members 
Entering Unmasked Estep 
Score: -23465448.000000 Penalty: 5974.244141
	Iteration 85Q: 3 clusters Score -2.346545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 169504 members 
Entering Unmasked Estep 
Score: -23465446.000000 Penalty: 5974.244141
	Iteration 86Q: 3 clusters Score -2.346545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 169511 members 
Entering Unmasked Estep 
Score: -23465464.000000 Penalty: 5974.244141
	Iteration 87Q: 3 clusters Score -2.346546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 169517 members 
Entering Unmasked Estep 
Score: -23465472.000000 Penalty: 5974.244141
	Iteration 88Q: 3 clusters Score -2.346547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 169523 members 
Entering Unmasked Estep 
Score: -23465482.000000 Penalty: 5974.244141
	Iteration 89Q: 3 clusters Score -2.346548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 169528 members 
Entering Unmasked Estep 
Score: -23465472.000000 Penalty: 5974.244141
	Iteration 90Q: 3 clusters Score -2.346547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 169534 members 
Entering Unmasked Estep 
Score: -23465454.000000 Penalty: 5974.244141
	Iteration 91Q: 3 clusters Score -2.346545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -23465466.000000 Penalty: 5974.244141
	Iteration 92Q: 3 clusters Score -2.346547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 169538 members 
Entering Unmasked Estep 
Score: -23465464.000000 Penalty: 5974.244141
	Iteration 93Q: 3 clusters Score -2.346546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 169544 members 
Entering Unmasked Estep 
Score: -23465470.000000 Penalty: 5974.244141
	Iteration 94Q: 3 clusters Score -2.346547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 169550 members 
Entering Unmasked Estep 
Score: -23465472.000000 Penalty: 5974.244141
	Iteration 95Q: 3 clusters Score -2.346547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 169557 members 
Entering Unmasked Estep 
Score: -23465488.000000 Penalty: 5974.244141
	Iteration 96Q: 3 clusters Score -2.346549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 169565 members 
Entering Unmasked Estep 
Score: -23465488.000000 Penalty: 5974.244141
	Iteration 97Q: 3 clusters Score -2.346549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 169571 members 
Entering Unmasked Estep 
Score: -23465494.000000 Penalty: 5974.244141
	Iteration 98Q: 3 clusters Score -2.346549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 169576 members 
Entering Unmasked Estep 
Score: -23465506.000000 Penalty: 5974.244141
	Iteration 99Q: 3 clusters Score -2.346551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 169579 members 
Entering Unmasked Estep 
Score: -23465496.000000 Penalty: 5974.244141
	Iteration 100F: 3 clusters Score -2.34655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 169584 members 
Entering Unmasked Estep 
Score: -23465488.000000 Penalty: 5974.244141
	Iteration 101Q: 3 clusters Score -2.346549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 169589 members 
Entering Unmasked Estep 
Score: -23465500.000000 Penalty: 5974.244141
	Iteration 102Q: 3 clusters Score -2.34655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 169592 members 
Entering Unmasked Estep 
Score: -23465478.000000 Penalty: 5974.244141
	Iteration 103Q: 3 clusters Score -2.346548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 169595 members 
Entering Unmasked Estep 
Score: -23465476.000000 Penalty: 5974.244141
	Iteration 104Q: 3 clusters Score -2.346548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 169598 members 
Entering Unmasked Estep 
Score: -23465484.000000 Penalty: 5974.244141
	Iteration 105Q: 3 clusters Score -2.346548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 169600 members 
Entering Unmasked Estep 
Score: -23465494.000000 Penalty: 5974.244141
	Iteration 106Q: 3 clusters Score -2.346549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 169602 members 
Entering Unmasked Estep 
Score: -23465504.000000 Penalty: 5974.244141
	Iteration 107Q: 3 clusters Score -2.34655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 169603 members 
Entering Unmasked Estep 
Score: -23465500.000000 Penalty: 5974.244141
	Iteration 108Q: 3 clusters Score -2.34655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 169603 members 
Entering Unmasked Estep 
Score: -23465500.000000 Penalty: 5974.244141
	Iteration 109F: 3 clusters Score -2.34655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 164833 members 
Mstep: Class 2 contains 97101 members 
Mstep: Class 3 contains 45941 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7686 members 
Mstep: Class 7 contains 4024 members 
Mstep: Class 8 contains 3118 members 
Mstep: Class 9 contains 166080 members 
Mstep: Class 10 contains 193977 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56814 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 873 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 65461 members 
Mstep: Class 17 contains 28933 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 170220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137411856.000000 Penalty: 68594.890625
Iteration 79Q: 21 clusters Score -1.374119e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 164695 members 
Mstep: Class 2 contains 97212 members 
Mstep: Class 3 contains 46041 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7693 members 
Mstep: Class 7 contains 4012 members 
Mstep: Class 8 contains 3124 members 
Mstep: Class 9 contains 166021 members 
Mstep: Class 10 contains 193392 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56766 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 66251 members 
Mstep: Class 17 contains 28951 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 170035 members 
Mstep: Class 20 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137412048.000000 Penalty: 68594.890625
Iteration 80F: 21 clusters Score -1.37412e+08 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 164506 members 
Mstep: Class 2 contains 97293 members 
Mstep: Class 3 contains 46141 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 4011 members 
Mstep: Class 8 contains 3124 members 
Mstep: Class 9 contains 165927 members 
Mstep: Class 10 contains 192852 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56709 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 67046 members 
Mstep: Class 17 contains 28968 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 169920 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137411824.000000 Penalty: 68594.890625
Iteration 81Q: 21 clusters Score -1.374118e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 164359 members 
Mstep: Class 2 contains 97384 members 
Mstep: Class 3 contains 46211 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7701 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 3125 members 
Mstep: Class 9 contains 165776 members 
Mstep: Class 10 contains 192357 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56667 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 16 contains 67820 members 
Mstep: Class 17 contains 28983 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 169804 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137411952.000000 Penalty: 68594.890625
Iteration 82Q: 21 clusters Score -1.37412e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 164212 members 
Mstep: Class 2 contains 97454 members 
Mstep: Class 3 contains 46275 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7698 members 
Mstep: Class 7 contains 4010 members 
Mstep: Class 8 contains 3127 members 
Mstep: Class 9 contains 165609 members 
Mstep: Class 10 contains 191895 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56625 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 68584 members 
Mstep: Class 17 contains 29009 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 169696 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 21 clusters Score -1.37412e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 164020 members 
Mstep: Class 2 contains 97533 members 
Mstep: Class 3 contains 46344 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7698 members 
Mstep: Class 7 contains 4014 members 
Mstep: Class 8 contains 3133 members 
Mstep: Class 9 contains 165453 members 
Mstep: Class 10 contains 191480 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56568 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 69320 members 
Mstep: Class 17 contains 29022 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 169607 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137412112.000000 Penalty: 68594.890625
Iteration 84Q: 21 clusters Score -1.374121e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 97578 members 
Mstep: Class 3 contains 46418 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7702 members 
Mstep: Class 7 contains 4017 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 165311 members 
Mstep: Class 10 contains 191062 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56509 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 70058 members 
Mstep: Class 17 contains 29034 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 169521 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137411936.000000 Penalty: 68594.890625
Iteration 85Q: 21 clusters Score -1.374119e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 163713 members 
Mstep: Class 2 contains 97633 members 
Mstep: Class 3 contains 46481 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7699 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 8 contains 3138 members 
Mstep: Class 9 contains 165158 members 
Mstep: Class 10 contains 190672 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56443 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 70758 members 
Mstep: Class 17 contains 29040 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 169441 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137412080.000000 Penalty: 68594.890625
Iteration 86Q: 21 clusters Score -1.374121e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 163605 members 
Mstep: Class 2 contains 97694 members 
Mstep: Class 3 contains 46558 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 3140 members 
Mstep: Class 9 contains 165036 members 
Mstep: Class 10 contains 190283 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56385 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 71431 members 
Mstep: Class 17 contains 29057 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 169285 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137411792.000000 Penalty: 68594.890625
Iteration 87Q: 21 clusters Score -1.374118e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 163494 members 
Mstep: Class 2 contains 97752 members 
Mstep: Class 3 contains 46611 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 4014 members 
Mstep: Class 8 contains 3138 members 
Mstep: Class 9 contains 164918 members 
Mstep: Class 10 contains 189924 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56333 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 72127 members 
Mstep: Class 17 contains 29076 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 169096 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137411936.000000 Penalty: 68594.890625
Iteration 88Q: 21 clusters Score -1.374119e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 163384 members 
Mstep: Class 2 contains 97805 members 
Mstep: Class 3 contains 46650 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 3138 members 
Mstep: Class 9 contains 164790 members 
Mstep: Class 10 contains 189647 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56289 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 72778 members 
Mstep: Class 17 contains 29088 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 168895 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137412112.000000 Penalty: 68594.890625
Iteration 89Q: 21 clusters Score -1.374121e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 163305 members 
Mstep: Class 2 contains 97853 members 
Mstep: Class 3 contains 46684 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7698 members 
Mstep: Class 7 contains 4011 members 
Mstep: Class 8 contains 3138 members 
Mstep: Class 9 contains 164670 members 
Mstep: Class 10 contains 189387 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56228 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 73414 members 
Mstep: Class 17 contains 29100 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 168683 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137412416.000000 Penalty: 68594.890625
Iteration 90Q: 21 clusters Score -1.374124e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 163207 members 
Mstep: Class 2 contains 97882 members 
Mstep: Class 3 contains 46715 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 8 contains 3140 members 
Mstep: Class 9 contains 164559 members 
Mstep: Class 10 contains 189114 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56157 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 74073 members 
Mstep: Class 17 contains 29112 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 168507 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137412368.000000 Penalty: 68594.890625
Iteration 91Q: 21 clusters Score -1.374124e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 163077 members 
Mstep: Class 2 contains 97905 members 
Mstep: Class 3 contains 46755 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7692 members 
Mstep: Class 7 contains 4003 members 
Mstep: Class 8 contains 3140 members 
Mstep: Class 9 contains 164465 members 
Mstep: Class 10 contains 188793 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56103 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 74754 members 
Mstep: Class 17 contains 29128 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 168347 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137412560.000000 Penalty: 68594.890625
Iteration 92Q: 21 clusters Score -1.374126e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 162917 members 
Mstep: Class 2 contains 97930 members 
Mstep: Class 3 contains 46810 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 4005 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 164354 members 
Mstep: Class 10 contains 188507 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56059 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 75428 members 
Mstep: Class 17 contains 29135 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 168187 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137412624.000000 Penalty: 68594.890625
Iteration 93Q: 21 clusters Score -1.374126e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 162764 members 
Mstep: Class 2 contains 97940 members 
Mstep: Class 3 contains 46842 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 4005 members 
Mstep: Class 8 contains 3137 members 
Mstep: Class 9 contains 164288 members 
Mstep: Class 10 contains 188258 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 56003 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 76030 members 
Mstep: Class 17 contains 29143 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 168064 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137412944.000000 Penalty: 68594.890625
Iteration 94Q: 21 clusters Score -1.374129e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 162637 members 
Mstep: Class 2 contains 97967 members 
Mstep: Class 3 contains 46880 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 3999 members 
Mstep: Class 8 contains 3134 members 
Mstep: Class 9 contains 164211 members 
Mstep: Class 10 contains 187998 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55946 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 76649 members 
Mstep: Class 17 contains 29146 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 167899 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137412832.000000 Penalty: 68594.890625
Iteration 95Q: 21 clusters Score -1.374128e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 162529 members 
Mstep: Class 2 contains 97978 members 
Mstep: Class 3 contains 46918 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7688 members 
Mstep: Class 7 contains 4001 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 164151 members 
Mstep: Class 10 contains 187708 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55902 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 77241 members 
Mstep: Class 17 contains 29145 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 167754 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137412864.000000 Penalty: 68594.890625
Iteration 96Q: 21 clusters Score -1.374129e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 162400 members 
Mstep: Class 2 contains 98005 members 
Mstep: Class 3 contains 46943 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7689 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 164085 members 
Mstep: Class 10 contains 187388 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55858 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 3692 members 
Mstep: Class 16 contains 77843 members 
Mstep: Class 17 contains 29151 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 167645 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 21 clusters Score -1.37413e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 162274 members 
Mstep: Class 2 contains 98013 members 
Mstep: Class 3 contains 46963 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 8 contains 3137 members 
Mstep: Class 9 contains 163969 members 
Mstep: Class 10 contains 187121 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55810 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 3692 members 
Mstep: Class 16 contains 78454 members 
Mstep: Class 17 contains 29146 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 167564 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 21 clusters Score -1.374129e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 162144 members 
Mstep: Class 2 contains 97992 members 
Mstep: Class 3 contains 46971 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7684 members 
Mstep: Class 7 contains 4014 members 
Mstep: Class 8 contains 3140 members 
Mstep: Class 9 contains 163849 members 
Mstep: Class 10 contains 186855 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55772 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 3693 members 
Mstep: Class 16 contains 79098 members 
Mstep: Class 17 contains 29148 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 167483 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 21 clusters Score -1.374132e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 162025 members 
Mstep: Class 2 contains 97984 members 
Mstep: Class 3 contains 46982 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7680 members 
Mstep: Class 7 contains 4010 members 
Mstep: Class 8 contains 3140 members 
Mstep: Class 9 contains 163745 members 
Mstep: Class 10 contains 186594 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55735 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 3694 members 
Mstep: Class 16 contains 79713 members 
Mstep: Class 17 contains 29152 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 167389 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137413008.000000 Penalty: 68594.890625
Iteration 100F: 21 clusters Score -1.37413e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 161911 members 
Mstep: Class 2 contains 97971 members 
Mstep: Class 3 contains 47018 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7681 members 
Mstep: Class 7 contains 4003 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 163660 members 
Mstep: Class 10 contains 186337 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55710 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 80297 members 
Mstep: Class 17 contains 29155 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 167266 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137412736.000000 Penalty: 68594.890625
Iteration 101Q: 21 clusters Score -1.374127e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 161814 members 
Mstep: Class 2 contains 97983 members 
Mstep: Class 3 contains 47043 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7683 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 163566 members 
Mstep: Class 10 contains 186058 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55680 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 80885 members 
Mstep: Class 17 contains 29159 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 167138 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137413248.000000 Penalty: 68594.890625
Iteration 102Q: 21 clusters Score -1.374132e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 161730 members 
Mstep: Class 2 contains 97964 members 
Mstep: Class 3 contains 47063 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7682 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 3138 members 
Mstep: Class 9 contains 163486 members 
Mstep: Class 10 contains 185771 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55644 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 81497 members 
Mstep: Class 17 contains 29172 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 167008 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137413248.000000 Penalty: 68594.890625
Iteration 103Q: 21 clusters Score -1.374132e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 161643 members 
Mstep: Class 2 contains 97947 members 
Mstep: Class 3 contains 47089 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7683 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 3137 members 
Mstep: Class 9 contains 163404 members 
Mstep: Class 10 contains 185480 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55610 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 82116 members 
Mstep: Class 17 contains 29183 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 166860 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137413280.000000 Penalty: 68594.890625
Iteration 104Q: 21 clusters Score -1.374133e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 161546 members 
Mstep: Class 2 contains 97956 members 
Mstep: Class 3 contains 47114 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7685 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 163339 members 
Mstep: Class 10 contains 185186 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55583 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 3704 members 
Mstep: Class 16 contains 82709 members 
Mstep: Class 17 contains 29200 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 166697 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137413552.000000 Penalty: 68594.890625
Iteration 105Q: 21 clusters Score -1.374136e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 161464 members 
Mstep: Class 2 contains 97943 members 
Mstep: Class 3 contains 47124 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7686 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 3131 members 
Mstep: Class 9 contains 163261 members 
Mstep: Class 10 contains 184913 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55555 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 83329 members 
Mstep: Class 17 contains 29210 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 166527 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137413648.000000 Penalty: 68594.890625
Iteration 106Q: 21 clusters Score -1.374136e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 161362 members 
Mstep: Class 2 contains 97926 members 
Mstep: Class 3 contains 47138 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7685 members 
Mstep: Class 7 contains 4001 members 
Mstep: Class 8 contains 3128 members 
Mstep: Class 9 contains 163131 members 
Mstep: Class 10 contains 184671 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55527 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 3712 members 
Mstep: Class 16 contains 83979 members 
Mstep: Class 17 contains 29223 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 166362 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137413792.000000 Penalty: 68594.890625
Iteration 107Q: 21 clusters Score -1.374138e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 161280 members 
Mstep: Class 2 contains 97930 members 
Mstep: Class 3 contains 47146 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7683 members 
Mstep: Class 7 contains 4005 members 
Mstep: Class 8 contains 3125 members 
Mstep: Class 9 contains 163008 members 
Mstep: Class 10 contains 184435 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55510 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 3714 members 
Mstep: Class 16 contains 84589 members 
Mstep: Class 17 contains 29223 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 166197 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137414000.000000 Penalty: 68594.890625
Iteration 108Q: 21 clusters Score -1.37414e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 161195 members 
Mstep: Class 2 contains 97912 members 
Mstep: Class 3 contains 47151 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7683 members 
Mstep: Class 7 contains 4011 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 162934 members 
Mstep: Class 10 contains 184207 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55486 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 3717 members 
Mstep: Class 16 contains 85175 members 
Mstep: Class 17 contains 29227 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 166026 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137414192.000000 Penalty: 68594.890625
Iteration 109Q: 21 clusters Score -1.374142e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 97901 members 
Mstep: Class 3 contains 47156 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7688 members 
Mstep: Class 7 contains 4011 members 
Mstep: Class 8 contains 3120 members 
Mstep: Class 9 contains 162868 members 
Mstep: Class 10 contains 184007 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55468 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 3721 members 
Mstep: Class 16 contains 85733 members 
Mstep: Class 17 contains 29231 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 165851 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137414432.000000 Penalty: 68594.890625
Iteration 110Q: 21 clusters Score -1.374144e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160984 members 
Mstep: Class 2 contains 97877 members 
Mstep: Class 3 contains 47156 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 4011 members 
Mstep: Class 8 contains 3120 members 
Mstep: Class 9 contains 162822 members 
Mstep: Class 10 contains 183839 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55439 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 3725 members 
Mstep: Class 16 contains 86307 members 
Mstep: Class 17 contains 29227 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 165652 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137414672.000000 Penalty: 68594.890625
Iteration 111Q: 21 clusters Score -1.374147e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160907 members 
Mstep: Class 2 contains 97854 members 
Mstep: Class 3 contains 47154 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7683 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 162765 members 
Mstep: Class 10 contains 183625 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55422 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 3732 members 
Mstep: Class 16 contains 86926 members 
Mstep: Class 17 contains 29227 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 165425 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137414736.000000 Penalty: 68594.890625
Iteration 112Q: 21 clusters Score -1.374147e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160833 members 
Mstep: Class 2 contains 97839 members 
Mstep: Class 3 contains 47155 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7681 members 
Mstep: Class 7 contains 4004 members 
Mstep: Class 8 contains 3120 members 
Mstep: Class 9 contains 162680 members 
Mstep: Class 10 contains 183383 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55401 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3738 members 
Mstep: Class 16 contains 87580 members 
Mstep: Class 17 contains 29230 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 165205 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137415024.000000 Penalty: 68594.890625
Iteration 113Q: 21 clusters Score -1.37415e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160775 members 
Mstep: Class 2 contains 97809 members 
Mstep: Class 3 contains 47151 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7680 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 3120 members 
Mstep: Class 9 contains 162600 members 
Mstep: Class 10 contains 183130 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55374 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 88232 members 
Mstep: Class 17 contains 29236 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 164989 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137414736.000000 Penalty: 68594.890625
Iteration 114Q: 21 clusters Score -1.374147e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160684 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 47155 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7681 members 
Mstep: Class 7 contains 4018 members 
Mstep: Class 8 contains 3120 members 
Mstep: Class 9 contains 162508 members 
Mstep: Class 10 contains 182875 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55347 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 88905 members 
Mstep: Class 17 contains 29236 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 164771 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137414976.000000 Penalty: 68594.890625
Iteration 115Q: 21 clusters Score -1.37415e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160582 members 
Mstep: Class 2 contains 97770 members 
Mstep: Class 3 contains 47152 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7677 members 
Mstep: Class 7 contains 4014 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 162458 members 
Mstep: Class 10 contains 182628 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55331 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3761 members 
Mstep: Class 16 contains 89558 members 
Mstep: Class 17 contains 29235 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 164562 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137415152.000000 Penalty: 68594.890625
Iteration 116Q: 21 clusters Score -1.374152e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160476 members 
Mstep: Class 2 contains 97760 members 
Mstep: Class 3 contains 47143 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7677 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 162390 members 
Mstep: Class 10 contains 182347 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55325 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 90210 members 
Mstep: Class 17 contains 29236 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 164386 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137415088.000000 Penalty: 68594.890625
Iteration 117Q: 21 clusters Score -1.374151e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160373 members 
Mstep: Class 2 contains 97730 members 
Mstep: Class 3 contains 47143 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7681 members 
Mstep: Class 7 contains 4011 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 162302 members 
Mstep: Class 10 contains 182067 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55303 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 90897 members 
Mstep: Class 17 contains 29240 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 164211 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137415024.000000 Penalty: 68594.890625
Iteration 118Q: 21 clusters Score -1.37415e+08 nChanged 1156
Entering ConstructFrom: 
Score: -137415024.000000 Penalty: 68594.890625
Entering ConstructFrom: 
Trying to split cluster 1 (160265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160265 members 
Entering Unmasked Estep 
Score: -22137496.000000 Penalty: 2972.176758
	Iteration 0F: 2 clusters Score -2.21375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 80059 members 
Entering Unmasked Estep 
Score: -22033604.000000 Penalty: 5944.353516
	Iteration 0F: 3 clusters Score -2.20336e+07 nChanged 76569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -22078858.000000 Penalty: 5944.353516
	Iteration 1F: 3 clusters Score -2.207886e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -22080358.000000 Penalty: 5944.353516
	Iteration 2Q: 3 clusters Score -2.208036e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -22082566.000000 Penalty: 5944.353516
	Iteration 3Q: 3 clusters Score -2.208257e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -22085884.000000 Penalty: 5944.353516
	Iteration 4Q: 3 clusters Score -2.208588e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -22091432.000000 Penalty: 5944.353516
	Iteration 5F: 3 clusters Score -2.209143e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -22099178.000000 Penalty: 5944.353516
	Iteration 6F: 3 clusters Score -2.209918e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -22108258.000000 Penalty: 5944.353516
	Iteration 7F: 3 clusters Score -2.210826e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115371 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -22117400.000000 Penalty: 5944.353516
	Iteration 8F: 3 clusters Score -2.21174e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120051 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -22123784.000000 Penalty: 5944.353516
	Iteration 9F: 3 clusters Score -2.212378e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123216 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -22127054.000000 Penalty: 5944.353516
	Iteration 10Q: 3 clusters Score -2.212705e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125717 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -22128652.000000 Penalty: 5944.353516
	Iteration 11Q: 3 clusters Score -2.212865e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127971 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -22129710.000000 Penalty: 5944.353516
	Iteration 12Q: 3 clusters Score -2.212971e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129991 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -22130554.000000 Penalty: 5944.353516
	Iteration 13Q: 3 clusters Score -2.213055e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131902 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -22131306.000000 Penalty: 5944.353516
	Iteration 14Q: 3 clusters Score -2.213131e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133813 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -22132050.000000 Penalty: 5944.353516
	Iteration 15Q: 3 clusters Score -2.213205e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135811 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -22132748.000000 Penalty: 5944.353516
	Iteration 16Q: 3 clusters Score -2.213275e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137824 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -22133244.000000 Penalty: 5944.353516
	Iteration 17Q: 3 clusters Score -2.213324e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139783 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -22133836.000000 Penalty: 5944.353516
	Iteration 18Q: 3 clusters Score -2.213384e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141666 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -22134450.000000 Penalty: 5944.353516
	Iteration 19Q: 3 clusters Score -2.213445e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143365 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -22134878.000000 Penalty: 5944.353516
	Iteration 20F: 3 clusters Score -2.213488e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144938 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -22135034.000000 Penalty: 5944.353516
	Iteration 21Q: 3 clusters Score -2.213503e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146321 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -22135266.000000 Penalty: 5944.353516
	Iteration 22Q: 3 clusters Score -2.213527e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147629 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -22135474.000000 Penalty: 5944.353516
	Iteration 23Q: 3 clusters Score -2.213547e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148852 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -22135690.000000 Penalty: 5944.353516
	Iteration 24Q: 3 clusters Score -2.213569e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149912 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -22135828.000000 Penalty: 5944.353516
	Iteration 25Q: 3 clusters Score -2.213583e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150836 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -22135948.000000 Penalty: 5944.353516
	Iteration 26Q: 3 clusters Score -2.213595e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151654 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -22135984.000000 Penalty: 5944.353516
	Iteration 27Q: 3 clusters Score -2.213598e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152367 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -22136118.000000 Penalty: 5944.353516
	Iteration 28Q: 3 clusters Score -2.213612e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152957 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -22136076.000000 Penalty: 5944.353516
	Iteration 29Q: 3 clusters Score -2.213608e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153465 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -22136176.000000 Penalty: 5944.353516
	Iteration 30Q: 3 clusters Score -2.213618e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153921 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -22136236.000000 Penalty: 5944.353516
	Iteration 31Q: 3 clusters Score -2.213624e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154327 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -22136222.000000 Penalty: 5944.353516
	Iteration 32Q: 3 clusters Score -2.213622e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154680 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -22136218.000000 Penalty: 5944.353516
	Iteration 33Q: 3 clusters Score -2.213622e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154981 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -22136280.000000 Penalty: 5944.353516
	Iteration 34Q: 3 clusters Score -2.213628e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155258 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -22136328.000000 Penalty: 5944.353516
	Iteration 35Q: 3 clusters Score -2.213633e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155500 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -22136336.000000 Penalty: 5944.353516
	Iteration 36Q: 3 clusters Score -2.213634e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155724 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -22136330.000000 Penalty: 5944.353516
	Iteration 37Q: 3 clusters Score -2.213633e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155908 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -22136338.000000 Penalty: 5944.353516
	Iteration 38Q: 3 clusters Score -2.213634e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156074 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -22136296.000000 Penalty: 5944.353516
	Iteration 39Q: 3 clusters Score -2.21363e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156224 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -22136270.000000 Penalty: 5944.353516
	Iteration 40F: 3 clusters Score -2.213627e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156362 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -22136268.000000 Penalty: 5944.353516
	Iteration 41Q: 3 clusters Score -2.213627e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156475 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -22136276.000000 Penalty: 5944.353516
	Iteration 42Q: 3 clusters Score -2.213628e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156580 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -22136318.000000 Penalty: 5944.353516
	Iteration 43Q: 3 clusters Score -2.213632e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156680 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -22136280.000000 Penalty: 5944.353516
	Iteration 44Q: 3 clusters Score -2.213628e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156748 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -22136266.000000 Penalty: 5944.353516
	Iteration 45Q: 3 clusters Score -2.213627e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156813 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -22136294.000000 Penalty: 5944.353516
	Iteration 46Q: 3 clusters Score -2.213629e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156879 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -22136266.000000 Penalty: 5944.353516
	Iteration 47Q: 3 clusters Score -2.213627e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -22136270.000000 Penalty: 5944.353516
	Iteration 48Q: 3 clusters Score -2.213627e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157000 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -22136244.000000 Penalty: 5944.353516
	Iteration 49Q: 3 clusters Score -2.213624e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157052 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -22136232.000000 Penalty: 5944.353516
	Iteration 50Q: 3 clusters Score -2.213623e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157097 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -22136238.000000 Penalty: 5944.353516
	Iteration 51Q: 3 clusters Score -2.213624e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157131 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -22136222.000000 Penalty: 5944.353516
	Iteration 52Q: 3 clusters Score -2.213622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157168 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -22136222.000000 Penalty: 5944.353516
	Iteration 53Q: 3 clusters Score -2.213622e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157196 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -22136228.000000 Penalty: 5944.353516
	Iteration 54Q: 3 clusters Score -2.213623e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157215 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -22136204.000000 Penalty: 5944.353516
	Iteration 55Q: 3 clusters Score -2.21362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157241 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -22136222.000000 Penalty: 5944.353516
	Iteration 56Q: 3 clusters Score -2.213622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157262 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -22136190.000000 Penalty: 5944.353516
	Iteration 57Q: 3 clusters Score -2.213619e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157278 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -22136170.000000 Penalty: 5944.353516
	Iteration 58Q: 3 clusters Score -2.213617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157297 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -22136196.000000 Penalty: 5944.353516
	Iteration 59Q: 3 clusters Score -2.21362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157310 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -22136186.000000 Penalty: 5944.353516
	Iteration 60F: 3 clusters Score -2.213619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -22136200.000000 Penalty: 5944.353516
	Iteration 61Q: 3 clusters Score -2.21362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157323 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -22136196.000000 Penalty: 5944.353516
	Iteration 62Q: 3 clusters Score -2.21362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -22136188.000000 Penalty: 5944.353516
	Iteration 63Q: 3 clusters Score -2.213619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157340 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -22136198.000000 Penalty: 5944.353516
	Iteration 64Q: 3 clusters Score -2.21362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157346 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -22136204.000000 Penalty: 5944.353516
	Iteration 65Q: 3 clusters Score -2.21362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157354 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -22136186.000000 Penalty: 5944.353516
	Iteration 66Q: 3 clusters Score -2.213619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157357 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -22136192.000000 Penalty: 5944.353516
	Iteration 67Q: 3 clusters Score -2.213619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157365 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -22136198.000000 Penalty: 5944.353516
	Iteration 68Q: 3 clusters Score -2.21362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157378 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -22136226.000000 Penalty: 5944.353516
	Iteration 69Q: 3 clusters Score -2.213623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157389 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -22136238.000000 Penalty: 5944.353516
	Iteration 70Q: 3 clusters Score -2.213624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157395 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -22136232.000000 Penalty: 5944.353516
	Iteration 71Q: 3 clusters Score -2.213623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157400 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -22136222.000000 Penalty: 5944.353516
	Iteration 72Q: 3 clusters Score -2.213622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157398 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -22136216.000000 Penalty: 5944.353516
	Iteration 73Q: 3 clusters Score -2.213622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157399 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -22136208.000000 Penalty: 5944.353516
	Iteration 74Q: 3 clusters Score -2.213621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157400 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -22136214.000000 Penalty: 5944.353516
	Iteration 75Q: 3 clusters Score -2.213621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157400 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -22136214.000000 Penalty: 5944.353516
	Iteration 76F: 3 clusters Score -2.213621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (97669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Entering Unmasked Estep 
Score: -13510628.000000 Penalty: 2849.356201
	Iteration 0F: 2 clusters Score -1.351063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -13445667.000000 Penalty: 5698.712402
	Iteration 0F: 3 clusters Score -1.344567e+07 nChanged 46047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -13471775.000000 Penalty: 5698.712402
	Iteration 1F: 3 clusters Score -1.347178e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -13472629.000000 Penalty: 5698.712402
	Iteration 2Q: 3 clusters Score -1.347263e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -13473785.000000 Penalty: 5698.712402
	Iteration 3Q: 3 clusters Score -1.347378e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -13475488.000000 Penalty: 5698.712402
	Iteration 4Q: 3 clusters Score -1.347549e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -13478344.000000 Penalty: 5698.712402
	Iteration 5F: 3 clusters Score -1.347834e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -13482990.000000 Penalty: 5698.712402
	Iteration 6F: 3 clusters Score -1.348299e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -13489521.000000 Penalty: 5698.712402
	Iteration 7F: 3 clusters Score -1.348952e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -13496668.000000 Penalty: 5698.712402
	Iteration 8F: 3 clusters Score -1.349667e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90922 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -13502350.000000 Penalty: 5698.712402
	Iteration 9F: 3 clusters Score -1.350235e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -13505746.000000 Penalty: 5698.712402
	Iteration 10Q: 3 clusters Score -1.350575e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -13507087.000000 Penalty: 5698.712402
	Iteration 11Q: 3 clusters Score -1.350709e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96710 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13507664.000000 Penalty: 5698.712402
	Iteration 12Q: 3 clusters Score -1.350766e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13507876.000000 Penalty: 5698.712402
	Iteration 13Q: 3 clusters Score -1.350788e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97067 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13508007.000000 Penalty: 5698.712402
	Iteration 14Q: 3 clusters Score -1.350801e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97126 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -13508077.000000 Penalty: 5698.712402
	Iteration 15Q: 3 clusters Score -1.350808e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -13508114.000000 Penalty: 5698.712402
	Iteration 16Q: 3 clusters Score -1.350811e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -13508143.000000 Penalty: 5698.712402
	Iteration 17Q: 3 clusters Score -1.350814e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97191 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -13508152.000000 Penalty: 5698.712402
	Iteration 18Q: 3 clusters Score -1.350815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97199 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13508164.000000 Penalty: 5698.712402
	Iteration 19Q: 3 clusters Score -1.350816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97210 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13508186.000000 Penalty: 5698.712402
	Iteration 20F: 3 clusters Score -1.350819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -13508221.000000 Penalty: 5698.712402
	Iteration 21Q: 3 clusters Score -1.350822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13508207.000000 Penalty: 5698.712402
	Iteration 22Q: 3 clusters Score -1.350821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -13508218.000000 Penalty: 5698.712402
	Iteration 23Q: 3 clusters Score -1.350822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -13508228.000000 Penalty: 5698.712402
	Iteration 24Q: 3 clusters Score -1.350823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97244 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -13508236.000000 Penalty: 5698.712402
	Iteration 25Q: 3 clusters Score -1.350824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97247 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -13508244.000000 Penalty: 5698.712402
	Iteration 26Q: 3 clusters Score -1.350824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13508249.000000 Penalty: 5698.712402
	Iteration 27Q: 3 clusters Score -1.350825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13508254.000000 Penalty: 5698.712402
	Iteration 28Q: 3 clusters Score -1.350825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -13508257.000000 Penalty: 5698.712402
	Iteration 29Q: 3 clusters Score -1.350826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97249 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -13508253.000000 Penalty: 5698.712402
	Iteration 30Q: 3 clusters Score -1.350825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13508258.000000 Penalty: 5698.712402
	Iteration 31Q: 3 clusters Score -1.350826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97253 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -13508261.000000 Penalty: 5698.712402
	Iteration 32Q: 3 clusters Score -1.350826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13508258.000000 Penalty: 5698.712402
	Iteration 33Q: 3 clusters Score -1.350826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13508263.000000 Penalty: 5698.712402
	Iteration 34Q: 3 clusters Score -1.350826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -13508272.000000 Penalty: 5698.712402
	Iteration 35Q: 3 clusters Score -1.350827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -13508272.000000 Penalty: 5698.712402
	Iteration 36F: 3 clusters Score -1.350827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Entering Unmasked Estep 
Score: -6553514.000000 Penalty: 2668.708008
	Iteration 0F: 2 clusters Score -6553514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -6521560.000000 Penalty: 5337.416016
	Iteration 0F: 3 clusters Score -6521560 nChanged 21821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -6533550.500000 Penalty: 5337.416016
	Iteration 1F: 3 clusters Score -6533550 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -6534111.500000 Penalty: 5337.416016
	Iteration 2Q: 3 clusters Score -6534112 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -6534866.500000 Penalty: 5337.416016
	Iteration 3Q: 3 clusters Score -6534866 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -6535917.000000 Penalty: 5337.416016
	Iteration 4Q: 3 clusters Score -6535917 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -6537415.500000 Penalty: 5337.416016
	Iteration 5F: 3 clusters Score -6537416 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -6539665.000000 Penalty: 5337.416016
	Iteration 6F: 3 clusters Score -6539665 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -6542544.000000 Penalty: 5337.416016
	Iteration 7F: 3 clusters Score -6542544 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -6545614.500000 Penalty: 5337.416016
	Iteration 8F: 3 clusters Score -6545614 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -6548118.500000 Penalty: 5337.416016
	Iteration 9F: 3 clusters Score -6548118 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -6549597.000000 Penalty: 5337.416016
	Iteration 10Q: 3 clusters Score -6549597 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -6550312.500000 Penalty: 5337.416016
	Iteration 11Q: 3 clusters Score -6550312 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -6550646.000000 Penalty: 5337.416016
	Iteration 12Q: 3 clusters Score -6550646 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -6550842.000000 Penalty: 5337.416016
	Iteration 13Q: 3 clusters Score -6550842 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -6550982.000000 Penalty: 5337.416016
	Iteration 14Q: 3 clusters Score -6550982 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -6551090.500000 Penalty: 5337.416016
	Iteration 15Q: 3 clusters Score -6551090 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6551208.500000 Penalty: 5337.416016
	Iteration 16Q: 3 clusters Score -6551208 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -6551286.500000 Penalty: 5337.416016
	Iteration 17Q: 3 clusters Score -6551286 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6551366.000000 Penalty: 5337.416016
	Iteration 18Q: 3 clusters Score -6551366 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6551409.500000 Penalty: 5337.416016
	Iteration 19Q: 3 clusters Score -6551410 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6551486.500000 Penalty: 5337.416016
	Iteration 20F: 3 clusters Score -6551486 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6551556.000000 Penalty: 5337.416016
	Iteration 21Q: 3 clusters Score -6551556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6551600.000000 Penalty: 5337.416016
	Iteration 22Q: 3 clusters Score -6551600 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6551642.500000 Penalty: 5337.416016
	Iteration 23Q: 3 clusters Score -6551642 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6551696.500000 Penalty: 5337.416016
	Iteration 24Q: 3 clusters Score -6551696 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6551730.000000 Penalty: 5337.416016
	Iteration 25Q: 3 clusters Score -6551730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6551763.000000 Penalty: 5337.416016
	Iteration 26Q: 3 clusters Score -6551763 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6551780.500000 Penalty: 5337.416016
	Iteration 27Q: 3 clusters Score -6551780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6551792.000000 Penalty: 5337.416016
	Iteration 28Q: 3 clusters Score -6551792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6551799.000000 Penalty: 5337.416016
	Iteration 29Q: 3 clusters Score -6551799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6551818.500000 Penalty: 5337.416016
	Iteration 30Q: 3 clusters Score -6551818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6551822.500000 Penalty: 5337.416016
	Iteration 31Q: 3 clusters Score -6551822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6551828.000000 Penalty: 5337.416016
	Iteration 32Q: 3 clusters Score -6551828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6551847.000000 Penalty: 5337.416016
	Iteration 33Q: 3 clusters Score -6551847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6551846.000000 Penalty: 5337.416016
	Iteration 34Q: 3 clusters Score -6551846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6551852.500000 Penalty: 5337.416016
	Iteration 35Q: 3 clusters Score -6551852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6551840.500000 Penalty: 5337.416016
	Iteration 36Q: 3 clusters Score -6551840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6551843.000000 Penalty: 5337.416016
	Iteration 37Q: 3 clusters Score -6551843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6551854.000000 Penalty: 5337.416016
	Iteration 38Q: 3 clusters Score -6551854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6551853.000000 Penalty: 5337.416016
	Iteration 39Q: 3 clusters Score -6551853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6551851.500000 Penalty: 5337.416016
	Iteration 40F: 3 clusters Score -6551852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6551857.000000 Penalty: 5337.416016
	Iteration 41Q: 3 clusters Score -6551857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6551864.500000 Penalty: 5337.416016
	Iteration 42Q: 3 clusters Score -6551864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6551867.500000 Penalty: 5337.416016
	Iteration 43Q: 3 clusters Score -6551868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6551864.500000 Penalty: 5337.416016
	Iteration 44Q: 3 clusters Score -6551864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6551871.000000 Penalty: 5337.416016
	Iteration 45Q: 3 clusters Score -6551871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6551875.500000 Penalty: 5337.416016
	Iteration 46Q: 3 clusters Score -6551876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6551877.000000 Penalty: 5337.416016
	Iteration 47Q: 3 clusters Score -6551877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6551870.500000 Penalty: 5337.416016
	Iteration 48Q: 3 clusters Score -6551870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6551870.000000 Penalty: 5337.416016
	Iteration 49Q: 3 clusters Score -6551870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6551874.500000 Penalty: 5337.416016
	Iteration 50Q: 3 clusters Score -6551874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6551877.500000 Penalty: 5337.416016
	Iteration 51Q: 3 clusters Score -6551878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6551881.000000 Penalty: 5337.416016
	Iteration 52Q: 3 clusters Score -6551881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6551880.500000 Penalty: 5337.416016
	Iteration 53Q: 3 clusters Score -6551880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6551883.500000 Penalty: 5337.416016
	Iteration 54Q: 3 clusters Score -6551884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6551876.000000 Penalty: 5337.416016
	Iteration 55Q: 3 clusters Score -6551876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6551886.000000 Penalty: 5337.416016
	Iteration 56Q: 3 clusters Score -6551886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6551892.500000 Penalty: 5337.416016
	Iteration 57Q: 3 clusters Score -6551892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6551899.000000 Penalty: 5337.416016
	Iteration 58Q: 3 clusters Score -6551899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6551894.500000 Penalty: 5337.416016
	Iteration 59Q: 3 clusters Score -6551894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6551889.000000 Penalty: 5337.416016
	Iteration 60F: 3 clusters Score -6551889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6551896.500000 Penalty: 5337.416016
	Iteration 61Q: 3 clusters Score -6551896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6551896.500000 Penalty: 5337.416016
	Iteration 62Q: 3 clusters Score -6551896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6551896.500000 Penalty: 5337.416016
	Iteration 63Q: 3 clusters Score -6551896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6551901.000000 Penalty: 5337.416016
	Iteration 64Q: 3 clusters Score -6551901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6551909.000000 Penalty: 5337.416016
	Iteration 65Q: 3 clusters Score -6551909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6551914.500000 Penalty: 5337.416016
	Iteration 66Q: 3 clusters Score -6551914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6551918.000000 Penalty: 5337.416016
	Iteration 67Q: 3 clusters Score -6551918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6551914.000000 Penalty: 5337.416016
	Iteration 68Q: 3 clusters Score -6551914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6551918.000000 Penalty: 5337.416016
	Iteration 69Q: 3 clusters Score -6551918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6551923.000000 Penalty: 5337.416016
	Iteration 70Q: 3 clusters Score -6551923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6551927.000000 Penalty: 5337.416016
	Iteration 71Q: 3 clusters Score -6551927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6551927.000000 Penalty: 5337.416016
	Iteration 72F: 3 clusters Score -6551927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -107649.437500 Penalty: 1686.993896
	Iteration 0F: 2 clusters Score -107649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105822.359375 Penalty: 3373.987793
	Iteration 0F: 3 clusters Score -105822.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106230.531250 Penalty: 3373.987793
	Iteration 1F: 3 clusters Score -106230.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106399.484375 Penalty: 3373.987793
	Iteration 2F: 3 clusters Score -106399.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106608.968750 Penalty: 3373.987793
	Iteration 3F: 3 clusters Score -106609 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106980.710938 Penalty: 3373.987793
	Iteration 4F: 3 clusters Score -106980.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -107383.031250 Penalty: 3373.987793
	Iteration 5F: 3 clusters Score -107383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -107554.867188 Penalty: 3373.987793
	Iteration 6F: 3 clusters Score -107554.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -107654.226562 Penalty: 3373.987793
	Iteration 7Q: 3 clusters Score -107654.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107690.101562 Penalty: 3373.987793
	Iteration 8Q: 3 clusters Score -107690.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -107732.054688 Penalty: 3373.987793
	Iteration 9Q: 3 clusters Score -107732.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -107772.429688 Penalty: 3373.987793
	Iteration 10Q: 3 clusters Score -107772.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -107808.968750 Penalty: 3373.987793
	Iteration 11Q: 3 clusters Score -107809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107850.671875 Penalty: 3373.987793
	Iteration 12Q: 3 clusters Score -107850.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -107910.367188 Penalty: 3373.987793
	Iteration 13Q: 3 clusters Score -107910.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -107959.914062 Penalty: 3373.987793
	Iteration 14Q: 3 clusters Score -107959.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -108010.742188 Penalty: 3373.987793
	Iteration 15Q: 3 clusters Score -108010.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -108038.281250 Penalty: 3373.987793
	Iteration 16Q: 3 clusters Score -108038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -108057.070312 Penalty: 3373.987793
	Iteration 17Q: 3 clusters Score -108057.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -108106.265625 Penalty: 3373.987793
	Iteration 18Q: 3 clusters Score -108106.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -108177.843750 Penalty: 3373.987793
	Iteration 19Q: 3 clusters Score -108177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -108381.851562 Penalty: 3373.987793
	Iteration 20F: 3 clusters Score -108381.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -108435.710938 Penalty: 3373.987793
	Iteration 21Q: 3 clusters Score -108435.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -108443.484375 Penalty: 3373.987793
	Iteration 22Q: 3 clusters Score -108443.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -108443.484375 Penalty: 3373.987793
	Iteration 23F: 3 clusters Score -108443.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160265 members 
Mstep: Class 2 contains 97669 members 
Mstep: Class 3 contains 47142 members 
Mstep: Class 4 contains 224 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7677 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 3124 members 
Mstep: Class 9 contains 162208 members 
Mstep: Class 10 contains 181815 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55270 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 91603 members 
Mstep: Class 17 contains 29244 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 164052 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 676 members 
Entering Unmasked Estep 
Score: -137414160.000000 Penalty: 72024.632812
Splitting cluster 4 changes total score from -137415024.000000 to -137414160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -68232.031250 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -68232.03 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 290 members 
Entering Unmasked Estep 
Score: -66689.617188 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -66689.62 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67026.593750 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -67026.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67203.062500 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -67203.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67325.921875 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -67325.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67417.015625 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -67417.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67494.843750 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -67494.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67557.078125 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -67557.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67584.726562 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -67584.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67610.812500 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -67610.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67631.281250 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -67631.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67640.437500 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -67640.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67642.531250 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -67642.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67652.078125 Penalty: 3167.892090
	Iteration 12Q: 3 clusters Score -67652.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67652.078125 Penalty: 3167.892090
	Iteration 13F: 3 clusters Score -67652.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Entering Unmasked Estep 
Score: -1028263.125000 Penalty: 2218.604004
	Iteration 0F: 2 clusters Score -1028263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1022153.375000 Penalty: 4437.208008
	Iteration 0F: 3 clusters Score -1022153 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1023889.500000 Penalty: 4437.208008
	Iteration 1F: 3 clusters Score -1023890 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1024175.875000 Penalty: 4437.208008
	Iteration 2F: 3 clusters Score -1024176 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1024370.187500 Penalty: 4437.208008
	Iteration 3F: 3 clusters Score -1024370 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1024526.812500 Penalty: 4437.208008
	Iteration 4Q: 3 clusters Score -1024527 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1024640.187500 Penalty: 4437.208008
	Iteration 5Q: 3 clusters Score -1024640 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1024732.875000 Penalty: 4437.208008
	Iteration 6Q: 3 clusters Score -1024733 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1024810.500000 Penalty: 4437.208008
	Iteration 7Q: 3 clusters Score -1024810 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1024903.500000 Penalty: 4437.208008
	Iteration 8Q: 3 clusters Score -1024904 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1024989.937500 Penalty: 4437.208008
	Iteration 9Q: 3 clusters Score -1024990 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1025092.750000 Penalty: 4437.208008
	Iteration 10Q: 3 clusters Score -1025093 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1025200.875000 Penalty: 4437.208008
	Iteration 11Q: 3 clusters Score -1025201 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1025299.812500 Penalty: 4437.208008
	Iteration 12Q: 3 clusters Score -1025300 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1025389.437500 Penalty: 4437.208008
	Iteration 13Q: 3 clusters Score -1025389 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1025487.625000 Penalty: 4437.208008
	Iteration 14Q: 3 clusters Score -1025488 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1025578.875000 Penalty: 4437.208008
	Iteration 15Q: 3 clusters Score -1025579 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1025660.187500 Penalty: 4437.208008
	Iteration 16Q: 3 clusters Score -1025660 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1025731.750000 Penalty: 4437.208008
	Iteration 17Q: 3 clusters Score -1025732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1025785.375000 Penalty: 4437.208008
	Iteration 18Q: 3 clusters Score -1025785 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1025832.562500 Penalty: 4437.208008
	Iteration 19Q: 3 clusters Score -1025833 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1025894.062500 Penalty: 4437.208008
	Iteration 20F: 3 clusters Score -1025894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1025934.437500 Penalty: 4437.208008
	Iteration 21Q: 3 clusters Score -1025934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1025967.562500 Penalty: 4437.208008
	Iteration 22Q: 3 clusters Score -1025968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1026001.000000 Penalty: 4437.208008
	Iteration 23Q: 3 clusters Score -1026001 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1026031.062500 Penalty: 4437.208008
	Iteration 24Q: 3 clusters Score -1026031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1026057.750000 Penalty: 4437.208008
	Iteration 25Q: 3 clusters Score -1026058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1026089.562500 Penalty: 4437.208008
	Iteration 26Q: 3 clusters Score -1026090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1026121.437500 Penalty: 4437.208008
	Iteration 27Q: 3 clusters Score -1026121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1026149.937500 Penalty: 4437.208008
	Iteration 28Q: 3 clusters Score -1026150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1026182.687500 Penalty: 4437.208008
	Iteration 29Q: 3 clusters Score -1026183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1026211.000000 Penalty: 4437.208008
	Iteration 30Q: 3 clusters Score -1026211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1026232.125000 Penalty: 4437.208008
	Iteration 31Q: 3 clusters Score -1026232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1026254.437500 Penalty: 4437.208008
	Iteration 32Q: 3 clusters Score -1026254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1026264.625000 Penalty: 4437.208008
	Iteration 33Q: 3 clusters Score -1026265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1026276.125000 Penalty: 4437.208008
	Iteration 34Q: 3 clusters Score -1026276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1026281.375000 Penalty: 4437.208008
	Iteration 35Q: 3 clusters Score -1026281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1026288.437500 Penalty: 4437.208008
	Iteration 36Q: 3 clusters Score -1026288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1026295.687500 Penalty: 4437.208008
	Iteration 37Q: 3 clusters Score -1026296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1026302.437500 Penalty: 4437.208008
	Iteration 38Q: 3 clusters Score -1026302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1026310.187500 Penalty: 4437.208008
	Iteration 39Q: 3 clusters Score -1026310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1026314.875000 Penalty: 4437.208008
	Iteration 40F: 3 clusters Score -1026315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1026322.750000 Penalty: 4437.208008
	Iteration 41Q: 3 clusters Score -1026323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1026327.250000 Penalty: 4437.208008
	Iteration 42Q: 3 clusters Score -1026327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1026329.312500 Penalty: 4437.208008
	Iteration 43Q: 3 clusters Score -1026329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1026331.250000 Penalty: 4437.208008
	Iteration 44Q: 3 clusters Score -1026331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1026333.187500 Penalty: 4437.208008
	Iteration 45Q: 3 clusters Score -1026333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1026333.187500 Penalty: 4437.208008
	Iteration 46F: 3 clusters Score -1026333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Entering Unmasked Estep 
Score: -561050.937500 Penalty: 2057.357910
	Iteration 0F: 2 clusters Score -561050.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -557138.000000 Penalty: 4114.715820
	Iteration 0F: 3 clusters Score -557138 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -558016.250000 Penalty: 4114.715820
	Iteration 1F: 3 clusters Score -558016.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -558231.937500 Penalty: 4114.715820
	Iteration 2F: 3 clusters Score -558231.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -558371.000000 Penalty: 4114.715820
	Iteration 3F: 3 clusters Score -558371 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -558465.750000 Penalty: 4114.715820
	Iteration 4Q: 3 clusters Score -558465.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -558529.750000 Penalty: 4114.715820
	Iteration 5Q: 3 clusters Score -558529.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -558567.937500 Penalty: 4114.715820
	Iteration 6Q: 3 clusters Score -558567.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -558600.812500 Penalty: 4114.715820
	Iteration 7Q: 3 clusters Score -558600.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -558629.812500 Penalty: 4114.715820
	Iteration 8Q: 3 clusters Score -558629.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -558656.062500 Penalty: 4114.715820
	Iteration 9Q: 3 clusters Score -558656.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -558672.125000 Penalty: 4114.715820
	Iteration 10Q: 3 clusters Score -558672.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -558687.687500 Penalty: 4114.715820
	Iteration 11Q: 3 clusters Score -558687.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -558700.562500 Penalty: 4114.715820
	Iteration 12Q: 3 clusters Score -558700.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -558709.312500 Penalty: 4114.715820
	Iteration 13Q: 3 clusters Score -558709.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -558723.812500 Penalty: 4114.715820
	Iteration 14Q: 3 clusters Score -558723.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -558745.375000 Penalty: 4114.715820
	Iteration 15Q: 3 clusters Score -558745.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -558759.625000 Penalty: 4114.715820
	Iteration 16Q: 3 clusters Score -558759.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -558770.250000 Penalty: 4114.715820
	Iteration 17Q: 3 clusters Score -558770.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -558781.062500 Penalty: 4114.715820
	Iteration 18Q: 3 clusters Score -558781.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -558788.687500 Penalty: 4114.715820
	Iteration 19Q: 3 clusters Score -558788.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -558795.500000 Penalty: 4114.715820
	Iteration 20F: 3 clusters Score -558795.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -558805.000000 Penalty: 4114.715820
	Iteration 21Q: 3 clusters Score -558805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -558817.937500 Penalty: 4114.715820
	Iteration 22Q: 3 clusters Score -558817.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -558829.500000 Penalty: 4114.715820
	Iteration 23Q: 3 clusters Score -558829.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -558838.625000 Penalty: 4114.715820
	Iteration 24Q: 3 clusters Score -558838.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -558845.437500 Penalty: 4114.715820
	Iteration 25Q: 3 clusters Score -558845.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -558849.875000 Penalty: 4114.715820
	Iteration 26Q: 3 clusters Score -558849.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -558856.562500 Penalty: 4114.715820
	Iteration 27Q: 3 clusters Score -558856.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -558865.562500 Penalty: 4114.715820
	Iteration 28Q: 3 clusters Score -558865.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -558876.000000 Penalty: 4114.715820
	Iteration 29Q: 3 clusters Score -558876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -558884.312500 Penalty: 4114.715820
	Iteration 30Q: 3 clusters Score -558884.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -558893.687500 Penalty: 4114.715820
	Iteration 31Q: 3 clusters Score -558893.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -558903.500000 Penalty: 4114.715820
	Iteration 32Q: 3 clusters Score -558903.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -558918.000000 Penalty: 4114.715820
	Iteration 33Q: 3 clusters Score -558918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -558935.750000 Penalty: 4114.715820
	Iteration 34Q: 3 clusters Score -558935.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -558951.187500 Penalty: 4114.715820
	Iteration 35Q: 3 clusters Score -558951.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -558962.812500 Penalty: 4114.715820
	Iteration 36Q: 3 clusters Score -558962.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -558977.937500 Penalty: 4114.715820
	Iteration 37Q: 3 clusters Score -558977.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -558998.062500 Penalty: 4114.715820
	Iteration 38Q: 3 clusters Score -558998.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -559018.312500 Penalty: 4114.715820
	Iteration 39Q: 3 clusters Score -559018.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -559035.312500 Penalty: 4114.715820
	Iteration 40F: 3 clusters Score -559035.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -559062.312500 Penalty: 4114.715820
	Iteration 41Q: 3 clusters Score -559062.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -559096.312500 Penalty: 4114.715820
	Iteration 42Q: 3 clusters Score -559096.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -559131.500000 Penalty: 4114.715820
	Iteration 43Q: 3 clusters Score -559131.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -559158.875000 Penalty: 4114.715820
	Iteration 44Q: 3 clusters Score -559158.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -559205.812500 Penalty: 4114.715820
	Iteration 45Q: 3 clusters Score -559205.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -559236.562500 Penalty: 4114.715820
	Iteration 46Q: 3 clusters Score -559236.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -559266.937500 Penalty: 4114.715820
	Iteration 47Q: 3 clusters Score -559266.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -559294.437500 Penalty: 4114.715820
	Iteration 48Q: 3 clusters Score -559294.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -559317.562500 Penalty: 4114.715820
	Iteration 49Q: 3 clusters Score -559317.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -559347.687500 Penalty: 4114.715820
	Iteration 50Q: 3 clusters Score -559347.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -559365.250000 Penalty: 4114.715820
	Iteration 51Q: 3 clusters Score -559365.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -559387.250000 Penalty: 4114.715820
	Iteration 52Q: 3 clusters Score -559387.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -559416.437500 Penalty: 4114.715820
	Iteration 53Q: 3 clusters Score -559416.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -559442.625000 Penalty: 4114.715820
	Iteration 54Q: 3 clusters Score -559442.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -559464.500000 Penalty: 4114.715820
	Iteration 55Q: 3 clusters Score -559464.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -559485.625000 Penalty: 4114.715820
	Iteration 56Q: 3 clusters Score -559485.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -559504.375000 Penalty: 4114.715820
	Iteration 57Q: 3 clusters Score -559504.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -559526.000000 Penalty: 4114.715820
	Iteration 58Q: 3 clusters Score -559526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -559540.250000 Penalty: 4114.715820
	Iteration 59Q: 3 clusters Score -559540.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -559551.437500 Penalty: 4114.715820
	Iteration 60F: 3 clusters Score -559551.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -559562.312500 Penalty: 4114.715820
	Iteration 61Q: 3 clusters Score -559562.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -559571.937500 Penalty: 4114.715820
	Iteration 62Q: 3 clusters Score -559571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -559580.750000 Penalty: 4114.715820
	Iteration 63Q: 3 clusters Score -559580.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -559591.500000 Penalty: 4114.715820
	Iteration 64Q: 3 clusters Score -559591.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -559598.937500 Penalty: 4114.715820
	Iteration 65Q: 3 clusters Score -559598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -559600.125000 Penalty: 4114.715820
	Iteration 66Q: 3 clusters Score -559600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -559604.875000 Penalty: 4114.715820
	Iteration 67Q: 3 clusters Score -559604.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -559606.812500 Penalty: 4114.715820
	Iteration 68Q: 3 clusters Score -559606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -559607.875000 Penalty: 4114.715820
	Iteration 69Q: 3 clusters Score -559607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -559607.750000 Penalty: 4114.715820
	Iteration 70Q: 3 clusters Score -559607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -559607.750000 Penalty: 4114.715820
	Iteration 71F: 3 clusters Score -559607.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Entering Unmasked Estep 
Score: -401492.500000 Penalty: 1995.623535
	Iteration 0F: 2 clusters Score -401492.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -398156.218750 Penalty: 3991.247070
	Iteration 0F: 3 clusters Score -398156.2 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -398887.906250 Penalty: 3991.247070
	Iteration 1F: 3 clusters Score -398887.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -399074.656250 Penalty: 3991.247070
	Iteration 2F: 3 clusters Score -399074.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -399218.437500 Penalty: 3991.247070
	Iteration 3F: 3 clusters Score -399218.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -399327.031250 Penalty: 3991.247070
	Iteration 4Q: 3 clusters Score -399327 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -399408.875000 Penalty: 3991.247070
	Iteration 5Q: 3 clusters Score -399408.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -399501.781250 Penalty: 3991.247070
	Iteration 6Q: 3 clusters Score -399501.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -399590.343750 Penalty: 3991.247070
	Iteration 7Q: 3 clusters Score -399590.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -399667.812500 Penalty: 3991.247070
	Iteration 8Q: 3 clusters Score -399667.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -399723.812500 Penalty: 3991.247070
	Iteration 9Q: 3 clusters Score -399723.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -399774.562500 Penalty: 3991.247070
	Iteration 10Q: 3 clusters Score -399774.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -399814.375000 Penalty: 3991.247070
	Iteration 11Q: 3 clusters Score -399814.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -399843.000000 Penalty: 3991.247070
	Iteration 12Q: 3 clusters Score -399843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -399877.437500 Penalty: 3991.247070
	Iteration 13Q: 3 clusters Score -399877.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -399896.031250 Penalty: 3991.247070
	Iteration 14Q: 3 clusters Score -399896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -399910.000000 Penalty: 3991.247070
	Iteration 15Q: 3 clusters Score -399910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -399925.781250 Penalty: 3991.247070
	Iteration 16Q: 3 clusters Score -399925.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -399938.343750 Penalty: 3991.247070
	Iteration 17Q: 3 clusters Score -399938.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -399946.125000 Penalty: 3991.247070
	Iteration 18Q: 3 clusters Score -399946.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -399952.531250 Penalty: 3991.247070
	Iteration 19Q: 3 clusters Score -399952.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -399959.937500 Penalty: 3991.247070
	Iteration 20F: 3 clusters Score -399959.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -399966.000000 Penalty: 3991.247070
	Iteration 21Q: 3 clusters Score -399966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -399975.750000 Penalty: 3991.247070
	Iteration 22Q: 3 clusters Score -399975.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -399987.531250 Penalty: 3991.247070
	Iteration 23Q: 3 clusters Score -399987.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -399996.781250 Penalty: 3991.247070
	Iteration 24Q: 3 clusters Score -399996.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -400004.343750 Penalty: 3991.247070
	Iteration 25Q: 3 clusters Score -400004.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -400011.562500 Penalty: 3991.247070
	Iteration 26Q: 3 clusters Score -400011.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -400022.937500 Penalty: 3991.247070
	Iteration 27Q: 3 clusters Score -400022.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -400034.625000 Penalty: 3991.247070
	Iteration 28Q: 3 clusters Score -400034.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -400048.437500 Penalty: 3991.247070
	Iteration 29Q: 3 clusters Score -400048.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -400059.750000 Penalty: 3991.247070
	Iteration 30Q: 3 clusters Score -400059.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -400071.062500 Penalty: 3991.247070
	Iteration 31Q: 3 clusters Score -400071.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -400088.062500 Penalty: 3991.247070
	Iteration 32Q: 3 clusters Score -400088.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -400106.781250 Penalty: 3991.247070
	Iteration 33Q: 3 clusters Score -400106.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -400123.468750 Penalty: 3991.247070
	Iteration 34Q: 3 clusters Score -400123.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -400139.500000 Penalty: 3991.247070
	Iteration 35Q: 3 clusters Score -400139.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -400159.937500 Penalty: 3991.247070
	Iteration 36Q: 3 clusters Score -400159.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -400177.406250 Penalty: 3991.247070
	Iteration 37Q: 3 clusters Score -400177.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -400203.343750 Penalty: 3991.247070
	Iteration 38Q: 3 clusters Score -400203.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -400220.187500 Penalty: 3991.247070
	Iteration 39Q: 3 clusters Score -400220.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -400235.375000 Penalty: 3991.247070
	Iteration 40F: 3 clusters Score -400235.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -400251.625000 Penalty: 3991.247070
	Iteration 41Q: 3 clusters Score -400251.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -400265.937500 Penalty: 3991.247070
	Iteration 42Q: 3 clusters Score -400265.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -400275.875000 Penalty: 3991.247070
	Iteration 43Q: 3 clusters Score -400275.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -400291.000000 Penalty: 3991.247070
	Iteration 44Q: 3 clusters Score -400291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -400308.375000 Penalty: 3991.247070
	Iteration 45Q: 3 clusters Score -400308.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -400326.062500 Penalty: 3991.247070
	Iteration 46Q: 3 clusters Score -400326.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -400347.000000 Penalty: 3991.247070
	Iteration 47Q: 3 clusters Score -400347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -400357.625000 Penalty: 3991.247070
	Iteration 48Q: 3 clusters Score -400357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -400363.062500 Penalty: 3991.247070
	Iteration 49Q: 3 clusters Score -400363.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -400365.343750 Penalty: 3991.247070
	Iteration 50Q: 3 clusters Score -400365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -400367.375000 Penalty: 3991.247070
	Iteration 51Q: 3 clusters Score -400367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -400369.281250 Penalty: 3991.247070
	Iteration 52Q: 3 clusters Score -400369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -400371.906250 Penalty: 3991.247070
	Iteration 53Q: 3 clusters Score -400371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -400373.062500 Penalty: 3991.247070
	Iteration 54Q: 3 clusters Score -400373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -400373.843750 Penalty: 3991.247070
	Iteration 55Q: 3 clusters Score -400373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -400373.843750 Penalty: 3991.247070
	Iteration 56F: 3 clusters Score -400373.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (162208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162208 members 
Entering Unmasked Estep 
Score: -22437198.000000 Penalty: 2975.165283
	Iteration 0F: 2 clusters Score -2.24372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -22332630.000000 Penalty: 5950.330566
	Iteration 0F: 3 clusters Score -2.233263e+07 nChanged 77587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88421 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -22378588.000000 Penalty: 5950.330566
	Iteration 1F: 3 clusters Score -2.237859e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -22380644.000000 Penalty: 5950.330566
	Iteration 2Q: 3 clusters Score -2.238064e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99369 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -22384060.000000 Penalty: 5950.330566
	Iteration 3Q: 3 clusters Score -2.238406e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108406 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -22389838.000000 Penalty: 5950.330566
	Iteration 4F: 3 clusters Score -2.238984e+07 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120260 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -22399154.000000 Penalty: 5950.330566
	Iteration 5F: 3 clusters Score -2.239915e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133812 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -22411806.000000 Penalty: 5950.330566
	Iteration 6F: 3 clusters Score -2.241181e+07 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146381 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -22423564.000000 Penalty: 5950.330566
	Iteration 7F: 3 clusters Score -2.242356e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155139 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -22429962.000000 Penalty: 5950.330566
	Iteration 8F: 3 clusters Score -2.242996e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159398 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -22432798.000000 Penalty: 5950.330566
	Iteration 9Q: 3 clusters Score -2.24328e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160986 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22433808.000000 Penalty: 5950.330566
	Iteration 10Q: 3 clusters Score -2.243381e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161536 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -22434286.000000 Penalty: 5950.330566
	Iteration 11Q: 3 clusters Score -2.243429e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161710 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22434458.000000 Penalty: 5950.330566
	Iteration 12Q: 3 clusters Score -2.243446e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161777 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -22434518.000000 Penalty: 5950.330566
	Iteration 13Q: 3 clusters Score -2.243452e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161797 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22434536.000000 Penalty: 5950.330566
	Iteration 14Q: 3 clusters Score -2.243454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161818 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -22434592.000000 Penalty: 5950.330566
	Iteration 15Q: 3 clusters Score -2.243459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161831 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22434610.000000 Penalty: 5950.330566
	Iteration 16Q: 3 clusters Score -2.243461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161838 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -22434652.000000 Penalty: 5950.330566
	Iteration 17Q: 3 clusters Score -2.243465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161843 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22434676.000000 Penalty: 5950.330566
	Iteration 18Q: 3 clusters Score -2.243468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161844 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22434686.000000 Penalty: 5950.330566
	Iteration 19Q: 3 clusters Score -2.243469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161843 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22434692.000000 Penalty: 5950.330566
	Iteration 20F: 3 clusters Score -2.243469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161848 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22434708.000000 Penalty: 5950.330566
	Iteration 21Q: 3 clusters Score -2.243471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161846 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22434728.000000 Penalty: 5950.330566
	Iteration 22Q: 3 clusters Score -2.243473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161850 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22434720.000000 Penalty: 5950.330566
	Iteration 23Q: 3 clusters Score -2.243472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161855 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22434728.000000 Penalty: 5950.330566
	Iteration 24Q: 3 clusters Score -2.243473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161854 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -22434734.000000 Penalty: 5950.330566
	Iteration 25Q: 3 clusters Score -2.243473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161853 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22434734.000000 Penalty: 5950.330566
	Iteration 26Q: 3 clusters Score -2.243473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161852 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22434732.000000 Penalty: 5950.330566
	Iteration 27Q: 3 clusters Score -2.243473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161850 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22434736.000000 Penalty: 5950.330566
	Iteration 28Q: 3 clusters Score -2.243474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161849 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22434744.000000 Penalty: 5950.330566
	Iteration 29Q: 3 clusters Score -2.243474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161848 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22434754.000000 Penalty: 5950.330566
	Iteration 30Q: 3 clusters Score -2.243475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161847 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22434750.000000 Penalty: 5950.330566
	Iteration 31Q: 3 clusters Score -2.243475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161847 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22434750.000000 Penalty: 5950.330566
	Iteration 32F: 3 clusters Score -2.243475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181815 members 
Entering Unmasked Estep 
Score: -25038010.000000 Penalty: 3003.464600
	Iteration 0F: 2 clusters Score -2.503801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 91004 members 
Entering Unmasked Estep 
Score: -24922578.000000 Penalty: 6006.929199
	Iteration 0F: 3 clusters Score -2.492258e+07 nChanged 87404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -24973790.000000 Penalty: 6006.929199
	Iteration 1F: 3 clusters Score -2.497379e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -24974802.000000 Penalty: 6006.929199
	Iteration 2Q: 3 clusters Score -2.49748e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -24976264.000000 Penalty: 6006.929199
	Iteration 3Q: 3 clusters Score -2.497626e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 98790 members 
Entering Unmasked Estep 
Score: -24978296.000000 Penalty: 6006.929199
	Iteration 4Q: 3 clusters Score -2.49783e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -24981658.000000 Penalty: 6006.929199
	Iteration 5Q: 3 clusters Score -2.498166e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -24987208.000000 Penalty: 6006.929199
	Iteration 6F: 3 clusters Score -2.498721e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 116194 members 
Entering Unmasked Estep 
Score: -24995908.000000 Penalty: 6006.929199
	Iteration 7F: 3 clusters Score -2.499591e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 124438 members 
Entering Unmasked Estep 
Score: -25007528.000000 Penalty: 6006.929199
	Iteration 8F: 3 clusters Score -2.500753e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 131015 members 
Entering Unmasked Estep 
Score: -25017772.000000 Penalty: 6006.929199
	Iteration 9F: 3 clusters Score -2.501777e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 135357 members 
Entering Unmasked Estep 
Score: -25023508.000000 Penalty: 6006.929199
	Iteration 10Q: 3 clusters Score -2.502351e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 139036 members 
Entering Unmasked Estep 
Score: -25026418.000000 Penalty: 6006.929199
	Iteration 11Q: 3 clusters Score -2.502642e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 142635 members 
Entering Unmasked Estep 
Score: -25028270.000000 Penalty: 6006.929199
	Iteration 12Q: 3 clusters Score -2.502827e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 146203 members 
Entering Unmasked Estep 
Score: -25030188.000000 Penalty: 6006.929199
	Iteration 13Q: 3 clusters Score -2.503019e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 149793 members 
Entering Unmasked Estep 
Score: -25031840.000000 Penalty: 6006.929199
	Iteration 14Q: 3 clusters Score -2.503184e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 153132 members 
Entering Unmasked Estep 
Score: -25033244.000000 Penalty: 6006.929199
	Iteration 15Q: 3 clusters Score -2.503324e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -25034448.000000 Penalty: 6006.929199
	Iteration 16Q: 3 clusters Score -2.503445e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 159096 members 
Entering Unmasked Estep 
Score: -25035200.000000 Penalty: 6006.929199
	Iteration 17Q: 3 clusters Score -2.50352e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 161819 members 
Entering Unmasked Estep 
Score: -25035620.000000 Penalty: 6006.929199
	Iteration 18Q: 3 clusters Score -2.503562e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 164289 members 
Entering Unmasked Estep 
Score: -25036060.000000 Penalty: 6006.929199
	Iteration 19Q: 3 clusters Score -2.503606e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 166398 members 
Entering Unmasked Estep 
Score: -25036334.000000 Penalty: 6006.929199
	Iteration 20F: 3 clusters Score -2.503633e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 168239 members 
Entering Unmasked Estep 
Score: -25036584.000000 Penalty: 6006.929199
	Iteration 21Q: 3 clusters Score -2.503658e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 169826 members 
Entering Unmasked Estep 
Score: -25036734.000000 Penalty: 6006.929199
	Iteration 22Q: 3 clusters Score -2.503673e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 171192 members 
Entering Unmasked Estep 
Score: -25036736.000000 Penalty: 6006.929199
	Iteration 23Q: 3 clusters Score -2.503674e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 172382 members 
Entering Unmasked Estep 
Score: -25036700.000000 Penalty: 6006.929199
	Iteration 24Q: 3 clusters Score -2.50367e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 173346 members 
Entering Unmasked Estep 
Score: -25036794.000000 Penalty: 6006.929199
	Iteration 25Q: 3 clusters Score -2.503679e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 174210 members 
Entering Unmasked Estep 
Score: -25036808.000000 Penalty: 6006.929199
	Iteration 26Q: 3 clusters Score -2.503681e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 174943 members 
Entering Unmasked Estep 
Score: -25036748.000000 Penalty: 6006.929199
	Iteration 27Q: 3 clusters Score -2.503675e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 175596 members 
Entering Unmasked Estep 
Score: -25036708.000000 Penalty: 6006.929199
	Iteration 28Q: 3 clusters Score -2.503671e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 176201 members 
Entering Unmasked Estep 
Score: -25036586.000000 Penalty: 6006.929199
	Iteration 29Q: 3 clusters Score -2.503659e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 176756 members 
Entering Unmasked Estep 
Score: -25036580.000000 Penalty: 6006.929199
	Iteration 30Q: 3 clusters Score -2.503658e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 177259 members 
Entering Unmasked Estep 
Score: -25036548.000000 Penalty: 6006.929199
	Iteration 31Q: 3 clusters Score -2.503655e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 177714 members 
Entering Unmasked Estep 
Score: -25036510.000000 Penalty: 6006.929199
	Iteration 32Q: 3 clusters Score -2.503651e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 178066 members 
Entering Unmasked Estep 
Score: -25036340.000000 Penalty: 6006.929199
	Iteration 33Q: 3 clusters Score -2.503634e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 178378 members 
Entering Unmasked Estep 
Score: -25036392.000000 Penalty: 6006.929199
	Iteration 34Q: 3 clusters Score -2.503639e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 178661 members 
Entering Unmasked Estep 
Score: -25036298.000000 Penalty: 6006.929199
	Iteration 35Q: 3 clusters Score -2.50363e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 178895 members 
Entering Unmasked Estep 
Score: -25036228.000000 Penalty: 6006.929199
	Iteration 36Q: 3 clusters Score -2.503623e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 179085 members 
Entering Unmasked Estep 
Score: -25036198.000000 Penalty: 6006.929199
	Iteration 37Q: 3 clusters Score -2.50362e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 179247 members 
Entering Unmasked Estep 
Score: -25036194.000000 Penalty: 6006.929199
	Iteration 38Q: 3 clusters Score -2.503619e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 179395 members 
Entering Unmasked Estep 
Score: -25036128.000000 Penalty: 6006.929199
	Iteration 39Q: 3 clusters Score -2.503613e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 179535 members 
Entering Unmasked Estep 
Score: -25036172.000000 Penalty: 6006.929199
	Iteration 40F: 3 clusters Score -2.503617e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 179657 members 
Entering Unmasked Estep 
Score: -25036124.000000 Penalty: 6006.929199
	Iteration 41Q: 3 clusters Score -2.503612e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 179771 members 
Entering Unmasked Estep 
Score: -25036114.000000 Penalty: 6006.929199
	Iteration 42Q: 3 clusters Score -2.503611e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 179843 members 
Entering Unmasked Estep 
Score: -25036072.000000 Penalty: 6006.929199
	Iteration 43Q: 3 clusters Score -2.503607e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 179907 members 
Entering Unmasked Estep 
Score: -25036068.000000 Penalty: 6006.929199
	Iteration 44Q: 3 clusters Score -2.503607e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 179966 members 
Entering Unmasked Estep 
Score: -25036094.000000 Penalty: 6006.929199
	Iteration 45Q: 3 clusters Score -2.503609e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 180024 members 
Entering Unmasked Estep 
Score: -25036112.000000 Penalty: 6006.929199
	Iteration 46Q: 3 clusters Score -2.503611e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 180083 members 
Entering Unmasked Estep 
Score: -25036098.000000 Penalty: 6006.929199
	Iteration 47Q: 3 clusters Score -2.50361e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 180139 members 
Entering Unmasked Estep 
Score: -25036126.000000 Penalty: 6006.929199
	Iteration 48Q: 3 clusters Score -2.503613e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 180177 members 
Entering Unmasked Estep 
Score: -25036112.000000 Penalty: 6006.929199
	Iteration 49Q: 3 clusters Score -2.503611e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 180208 members 
Entering Unmasked Estep 
Score: -25036106.000000 Penalty: 6006.929199
	Iteration 50Q: 3 clusters Score -2.503611e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 180242 members 
Entering Unmasked Estep 
Score: -25036088.000000 Penalty: 6006.929199
	Iteration 51Q: 3 clusters Score -2.503609e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 180278 members 
Entering Unmasked Estep 
Score: -25036088.000000 Penalty: 6006.929199
	Iteration 52Q: 3 clusters Score -2.503609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 180303 members 
Entering Unmasked Estep 
Score: -25036082.000000 Penalty: 6006.929199
	Iteration 53Q: 3 clusters Score -2.503608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 180330 members 
Entering Unmasked Estep 
Score: -25036108.000000 Penalty: 6006.929199
	Iteration 54Q: 3 clusters Score -2.503611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 180358 members 
Entering Unmasked Estep 
Score: -25036138.000000 Penalty: 6006.929199
	Iteration 55Q: 3 clusters Score -2.503614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 180375 members 
Entering Unmasked Estep 
Score: -25036138.000000 Penalty: 6006.929199
	Iteration 56Q: 3 clusters Score -2.503614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 180397 members 
Entering Unmasked Estep 
Score: -25036160.000000 Penalty: 6006.929199
	Iteration 57Q: 3 clusters Score -2.503616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 180416 members 
Entering Unmasked Estep 
Score: -25036148.000000 Penalty: 6006.929199
	Iteration 58Q: 3 clusters Score -2.503615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 180425 members 
Entering Unmasked Estep 
Score: -25036124.000000 Penalty: 6006.929199
	Iteration 59Q: 3 clusters Score -2.503612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 180441 members 
Entering Unmasked Estep 
Score: -25036120.000000 Penalty: 6006.929199
	Iteration 60F: 3 clusters Score -2.503612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 180452 members 
Entering Unmasked Estep 
Score: -25036110.000000 Penalty: 6006.929199
	Iteration 61Q: 3 clusters Score -2.503611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 180466 members 
Entering Unmasked Estep 
Score: -25036092.000000 Penalty: 6006.929199
	Iteration 62Q: 3 clusters Score -2.503609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 180478 members 
Entering Unmasked Estep 
Score: -25036078.000000 Penalty: 6006.929199
	Iteration 63Q: 3 clusters Score -2.503608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 180485 members 
Entering Unmasked Estep 
Score: -25036066.000000 Penalty: 6006.929199
	Iteration 64Q: 3 clusters Score -2.503607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 180488 members 
Entering Unmasked Estep 
Score: -25036048.000000 Penalty: 6006.929199
	Iteration 65Q: 3 clusters Score -2.503605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 180495 members 
Entering Unmasked Estep 
Score: -25036062.000000 Penalty: 6006.929199
	Iteration 66Q: 3 clusters Score -2.503606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 180500 members 
Entering Unmasked Estep 
Score: -25036084.000000 Penalty: 6006.929199
	Iteration 67Q: 3 clusters Score -2.503608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 180507 members 
Entering Unmasked Estep 
Score: -25036072.000000 Penalty: 6006.929199
	Iteration 68Q: 3 clusters Score -2.503607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 180513 members 
Entering Unmasked Estep 
Score: -25036050.000000 Penalty: 6006.929199
	Iteration 69Q: 3 clusters Score -2.503605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 180516 members 
Entering Unmasked Estep 
Score: -25036078.000000 Penalty: 6006.929199
	Iteration 70Q: 3 clusters Score -2.503608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 180518 members 
Entering Unmasked Estep 
Score: -25036078.000000 Penalty: 6006.929199
	Iteration 71Q: 3 clusters Score -2.503608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 180519 members 
Entering Unmasked Estep 
Score: -25036070.000000 Penalty: 6006.929199
	Iteration 72Q: 3 clusters Score -2.503607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 180521 members 
Entering Unmasked Estep 
Score: -25036076.000000 Penalty: 6006.929199
	Iteration 73Q: 3 clusters Score -2.503608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 180522 members 
Entering Unmasked Estep 
Score: -25036080.000000 Penalty: 6006.929199
	Iteration 74Q: 3 clusters Score -2.503608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 180526 members 
Entering Unmasked Estep 
Score: -25036088.000000 Penalty: 6006.929199
	Iteration 75Q: 3 clusters Score -2.503609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 180532 members 
Entering Unmasked Estep 
Score: -25036078.000000 Penalty: 6006.929199
	Iteration 76Q: 3 clusters Score -2.503608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 180537 members 
Entering Unmasked Estep 
Score: -25036074.000000 Penalty: 6006.929199
	Iteration 77Q: 3 clusters Score -2.503607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 180546 members 
Entering Unmasked Estep 
Score: -25036094.000000 Penalty: 6006.929199
	Iteration 78Q: 3 clusters Score -2.503609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 180557 members 
Entering Unmasked Estep 
Score: -25036102.000000 Penalty: 6006.929199
	Iteration 79Q: 3 clusters Score -2.50361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 180568 members 
Entering Unmasked Estep 
Score: -25036092.000000 Penalty: 6006.929199
	Iteration 80F: 3 clusters Score -2.503609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 180579 members 
Entering Unmasked Estep 
Score: -25036080.000000 Penalty: 6006.929199
	Iteration 81Q: 3 clusters Score -2.503608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 180586 members 
Entering Unmasked Estep 
Score: -25036090.000000 Penalty: 6006.929199
	Iteration 82Q: 3 clusters Score -2.503609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 180598 members 
Entering Unmasked Estep 
Score: -25036082.000000 Penalty: 6006.929199
	Iteration 83Q: 3 clusters Score -2.503608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 180603 members 
Entering Unmasked Estep 
Score: -25036092.000000 Penalty: 6006.929199
	Iteration 84Q: 3 clusters Score -2.503609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 180610 members 
Entering Unmasked Estep 
Score: -25036090.000000 Penalty: 6006.929199
	Iteration 85Q: 3 clusters Score -2.503609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 180615 members 
Entering Unmasked Estep 
Score: -25036094.000000 Penalty: 6006.929199
	Iteration 86Q: 3 clusters Score -2.503609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 180615 members 
Entering Unmasked Estep 
Score: -25036084.000000 Penalty: 6006.929199
	Iteration 87Q: 3 clusters Score -2.503608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 180616 members 
Entering Unmasked Estep 
Score: -25036068.000000 Penalty: 6006.929199
	Iteration 88Q: 3 clusters Score -2.503607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 180617 members 
Entering Unmasked Estep 
Score: -25036074.000000 Penalty: 6006.929199
	Iteration 89Q: 3 clusters Score -2.503607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 180618 members 
Entering Unmasked Estep 
Score: -25036074.000000 Penalty: 6006.929199
	Iteration 90Q: 3 clusters Score -2.503607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 180620 members 
Entering Unmasked Estep 
Score: -25036084.000000 Penalty: 6006.929199
	Iteration 91Q: 3 clusters Score -2.503608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 180622 members 
Entering Unmasked Estep 
Score: -25036088.000000 Penalty: 6006.929199
	Iteration 92Q: 3 clusters Score -2.503609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 180623 members 
Entering Unmasked Estep 
Score: -25036086.000000 Penalty: 6006.929199
	Iteration 93Q: 3 clusters Score -2.503609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 180623 members 
Entering Unmasked Estep 
Score: -25036084.000000 Penalty: 6006.929199
	Iteration 94Q: 3 clusters Score -2.503608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 180625 members 
Entering Unmasked Estep 
Score: -25036078.000000 Penalty: 6006.929199
	Iteration 95Q: 3 clusters Score -2.503608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 180625 members 
Entering Unmasked Estep 
Score: -25036078.000000 Penalty: 6006.929199
	Iteration 96F: 3 clusters Score -2.503608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -84037.031250 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -84037.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82383.195312 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -82383.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82854.781250 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -82854.78 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83602.195312 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -83602.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -84231.914062 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -84231.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -84493.656250 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -84493.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -84687.382812 Penalty: 3264.684326
	Iteration 5F: 3 clusters Score -84687.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84791.351562 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -84791.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -84843.578125 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -84843.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -84860.078125 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -84860.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -84866.531250 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -84866.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -84889.023438 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -84889.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -84896.250000 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -84896.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84898.640625 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -84898.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -84901.296875 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -84901.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -84901.296875 Penalty: 3264.684326
	Iteration 14F: 3 clusters Score -84901.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160265 members 
Mstep: Class 2 contains 97669 members 
Mstep: Class 3 contains 47142 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7677 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 3124 members 
Mstep: Class 9 contains 162208 members 
Mstep: Class 10 contains 181815 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 55270 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 91603 members 
Mstep: Class 17 contains 29244 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 164052 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 631 members 
Entering Unmasked Estep 
Score: -137414192.000000 Penalty: 72024.632812
Splitting cluster 11 changes total score from -137415024.000000 to -137414192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (55270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Entering Unmasked Estep 
Score: -7442542.500000 Penalty: 2708.156494
	Iteration 0F: 2 clusters Score -7442542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -7405404.500000 Penalty: 5416.312988
	Iteration 0F: 3 clusters Score -7405404 nChanged 25530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -7419647.000000 Penalty: 5416.312988
	Iteration 1F: 3 clusters Score -7419647 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -7420290.000000 Penalty: 5416.312988
	Iteration 2Q: 3 clusters Score -7420290 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -7420748.500000 Penalty: 5416.312988
	Iteration 3Q: 3 clusters Score -7420748 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -7421291.000000 Penalty: 5416.312988
	Iteration 4Q: 3 clusters Score -7421291 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -7421934.500000 Penalty: 5416.312988
	Iteration 5Q: 3 clusters Score -7421934 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -7422658.500000 Penalty: 5416.312988
	Iteration 6Q: 3 clusters Score -7422658 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -7423743.000000 Penalty: 5416.312988
	Iteration 7Q: 3 clusters Score -7423743 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -7425318.000000 Penalty: 5416.312988
	Iteration 8F: 3 clusters Score -7425318 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -7427539.000000 Penalty: 5416.312988
	Iteration 9F: 3 clusters Score -7427539 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -7430385.500000 Penalty: 5416.312988
	Iteration 10F: 3 clusters Score -7430386 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -7433346.000000 Penalty: 5416.312988
	Iteration 11F: 3 clusters Score -7433346 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -7435879.000000 Penalty: 5416.312988
	Iteration 12F: 3 clusters Score -7435879 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -7437738.000000 Penalty: 5416.312988
	Iteration 13Q: 3 clusters Score -7437738 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -7438839.000000 Penalty: 5416.312988
	Iteration 14Q: 3 clusters Score -7438839 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -7439454.500000 Penalty: 5416.312988
	Iteration 15Q: 3 clusters Score -7439454 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -7439780.500000 Penalty: 5416.312988
	Iteration 16Q: 3 clusters Score -7439780 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -7439953.500000 Penalty: 5416.312988
	Iteration 17Q: 3 clusters Score -7439954 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -7440027.000000 Penalty: 5416.312988
	Iteration 18Q: 3 clusters Score -7440027 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -7440100.500000 Penalty: 5416.312988
	Iteration 19Q: 3 clusters Score -7440100 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -7440149.500000 Penalty: 5416.312988
	Iteration 20F: 3 clusters Score -7440150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -7440188.000000 Penalty: 5416.312988
	Iteration 21Q: 3 clusters Score -7440188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -7440201.000000 Penalty: 5416.312988
	Iteration 22Q: 3 clusters Score -7440201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -7440211.000000 Penalty: 5416.312988
	Iteration 23Q: 3 clusters Score -7440211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -7440230.500000 Penalty: 5416.312988
	Iteration 24Q: 3 clusters Score -7440230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -7440233.500000 Penalty: 5416.312988
	Iteration 25Q: 3 clusters Score -7440234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -7440239.000000 Penalty: 5416.312988
	Iteration 26Q: 3 clusters Score -7440239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -7440246.000000 Penalty: 5416.312988
	Iteration 27Q: 3 clusters Score -7440246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -7440248.000000 Penalty: 5416.312988
	Iteration 28Q: 3 clusters Score -7440248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -7440250.500000 Penalty: 5416.312988
	Iteration 29Q: 3 clusters Score -7440250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -7440252.000000 Penalty: 5416.312988
	Iteration 30Q: 3 clusters Score -7440252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -7440257.500000 Penalty: 5416.312988
	Iteration 31Q: 3 clusters Score -7440258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -7440263.000000 Penalty: 5416.312988
	Iteration 32Q: 3 clusters Score -7440263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -7440268.500000 Penalty: 5416.312988
	Iteration 33Q: 3 clusters Score -7440268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -7440274.500000 Penalty: 5416.312988
	Iteration 34Q: 3 clusters Score -7440274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -7440270.500000 Penalty: 5416.312988
	Iteration 35Q: 3 clusters Score -7440270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -7440266.000000 Penalty: 5416.312988
	Iteration 36Q: 3 clusters Score -7440266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -7440269.000000 Penalty: 5416.312988
	Iteration 37Q: 3 clusters Score -7440269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -7440268.000000 Penalty: 5416.312988
	Iteration 38Q: 3 clusters Score -7440268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -7440266.000000 Penalty: 5416.312988
	Iteration 39Q: 3 clusters Score -7440266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -7440266.000000 Penalty: 5416.312988
	Iteration 40F: 3 clusters Score -7440266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -182281.437500 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -182281.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180048.656250 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -180048.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -180527.906250 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -180527.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -180862.375000 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -180862.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -181425.734375 Penalty: 3594.198486
	Iteration 3F: 3 clusters Score -181425.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -181970.562500 Penalty: 3594.198486
	Iteration 4F: 3 clusters Score -181970.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -182243.718750 Penalty: 3594.198486
	Iteration 5F: 3 clusters Score -182243.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -182498.765625 Penalty: 3594.198486
	Iteration 6F: 3 clusters Score -182498.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -182660.250000 Penalty: 3594.198486
	Iteration 7F: 3 clusters Score -182660.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -182744.859375 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -182744.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -182776.406250 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -182776.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -182806.093750 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -182806.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -182826.812500 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -182826.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -182874.328125 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -182874.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -182930.750000 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -182930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -182959.062500 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -182959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -182984.046875 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -182984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -183020.062500 Penalty: 3594.198486
	Iteration 16Q: 3 clusters Score -183020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -183061.187500 Penalty: 3594.198486
	Iteration 17Q: 3 clusters Score -183061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -183083.218750 Penalty: 3594.198486
	Iteration 18Q: 3 clusters Score -183083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -183096.500000 Penalty: 3594.198486
	Iteration 19Q: 3 clusters Score -183096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -183114.343750 Penalty: 3594.198486
	Iteration 20F: 3 clusters Score -183114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -183160.296875 Penalty: 3594.198486
	Iteration 21Q: 3 clusters Score -183160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -183199.796875 Penalty: 3594.198486
	Iteration 22Q: 3 clusters Score -183199.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -183199.796875 Penalty: 3594.198486
	Iteration 23F: 3 clusters Score -183199.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160265 members 
Mstep: Class 2 contains 97669 members 
Mstep: Class 3 contains 47142 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7677 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 3124 members 
Mstep: Class 9 contains 162208 members 
Mstep: Class 10 contains 181815 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55270 members 
Mstep: Class 13 contains 1200 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 91603 members 
Mstep: Class 17 contains 29244 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 164052 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 203 members 
Entering Unmasked Estep 
Score: -137414480.000000 Penalty: 72024.632812
Splitting cluster 13 changes total score from -137415024.000000 to -137414480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -107272.632812 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -107272.6 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 456 members 
Entering Unmasked Estep 
Score: -105499.343750 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -105499.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105761.960938 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -105762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105852.734375 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -105852.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105906.070312 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -105906.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105966.421875 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -105966.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106021.570312 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -106021.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -106057.148438 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -106057.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -106091.757812 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -106091.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106112.601562 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -106112.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -106130.671875 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -106130.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106149.828125 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -106149.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106194.406250 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -106194.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -106229.015625 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -106229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106267.367188 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -106267.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -106309.250000 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -106309.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -106338.234375 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -106338.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -106361.906250 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -106361.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -106377.257812 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -106377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -106390.585938 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -106390.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -106398.164062 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -106398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -106405.257812 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -106405.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -106412.742188 Penalty: 3343.883545
	Iteration 21Q: 3 clusters Score -106412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -106417.445312 Penalty: 3343.883545
	Iteration 22Q: 3 clusters Score -106417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106422.656250 Penalty: 3343.883545
	Iteration 23Q: 3 clusters Score -106422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -106428.562500 Penalty: 3343.883545
	Iteration 24Q: 3 clusters Score -106428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -106433.093750 Penalty: 3343.883545
	Iteration 25Q: 3 clusters Score -106433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -106433.093750 Penalty: 3343.883545
	Iteration 26F: 3 clusters Score -106433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -498527.218750 Penalty: 2042.435059
	Iteration 0F: 2 clusters Score -498527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -494749.031250 Penalty: 4084.870117
	Iteration 0F: 3 clusters Score -494749 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -495636.812500 Penalty: 4084.870117
	Iteration 1F: 3 clusters Score -495636.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -495910.593750 Penalty: 4084.870117
	Iteration 2F: 3 clusters Score -495910.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -496105.125000 Penalty: 4084.870117
	Iteration 3F: 3 clusters Score -496105.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -496237.625000 Penalty: 4084.870117
	Iteration 4Q: 3 clusters Score -496237.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -496321.343750 Penalty: 4084.870117
	Iteration 5Q: 3 clusters Score -496321.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -496392.468750 Penalty: 4084.870117
	Iteration 6Q: 3 clusters Score -496392.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -496462.968750 Penalty: 4084.870117
	Iteration 7Q: 3 clusters Score -496463 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -496513.437500 Penalty: 4084.870117
	Iteration 8Q: 3 clusters Score -496513.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -496555.843750 Penalty: 4084.870117
	Iteration 9Q: 3 clusters Score -496555.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -496593.968750 Penalty: 4084.870117
	Iteration 10Q: 3 clusters Score -496594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -496629.531250 Penalty: 4084.870117
	Iteration 11Q: 3 clusters Score -496629.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -496658.093750 Penalty: 4084.870117
	Iteration 12Q: 3 clusters Score -496658.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -496694.281250 Penalty: 4084.870117
	Iteration 13Q: 3 clusters Score -496694.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -496713.531250 Penalty: 4084.870117
	Iteration 14Q: 3 clusters Score -496713.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -496730.593750 Penalty: 4084.870117
	Iteration 15Q: 3 clusters Score -496730.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -496748.218750 Penalty: 4084.870117
	Iteration 16Q: 3 clusters Score -496748.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -496768.437500 Penalty: 4084.870117
	Iteration 17Q: 3 clusters Score -496768.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -496784.250000 Penalty: 4084.870117
	Iteration 18Q: 3 clusters Score -496784.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -496796.375000 Penalty: 4084.870117
	Iteration 19Q: 3 clusters Score -496796.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -496806.500000 Penalty: 4084.870117
	Iteration 20F: 3 clusters Score -496806.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -496817.218750 Penalty: 4084.870117
	Iteration 21Q: 3 clusters Score -496817.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -496824.437500 Penalty: 4084.870117
	Iteration 22Q: 3 clusters Score -496824.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -496835.687500 Penalty: 4084.870117
	Iteration 23Q: 3 clusters Score -496835.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -496852.718750 Penalty: 4084.870117
	Iteration 24Q: 3 clusters Score -496852.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -496869.093750 Penalty: 4084.870117
	Iteration 25Q: 3 clusters Score -496869.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -496879.906250 Penalty: 4084.870117
	Iteration 26Q: 3 clusters Score -496879.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -496900.125000 Penalty: 4084.870117
	Iteration 27Q: 3 clusters Score -496900.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -496916.375000 Penalty: 4084.870117
	Iteration 28Q: 3 clusters Score -496916.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -496932.093750 Penalty: 4084.870117
	Iteration 29Q: 3 clusters Score -496932.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -496946.562500 Penalty: 4084.870117
	Iteration 30Q: 3 clusters Score -496946.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -496967.093750 Penalty: 4084.870117
	Iteration 31Q: 3 clusters Score -496967.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -496985.250000 Penalty: 4084.870117
	Iteration 32Q: 3 clusters Score -496985.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -496996.312500 Penalty: 4084.870117
	Iteration 33Q: 3 clusters Score -496996.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -497005.593750 Penalty: 4084.870117
	Iteration 34Q: 3 clusters Score -497005.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -497014.281250 Penalty: 4084.870117
	Iteration 35Q: 3 clusters Score -497014.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -497022.031250 Penalty: 4084.870117
	Iteration 36Q: 3 clusters Score -497022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -497026.031250 Penalty: 4084.870117
	Iteration 37Q: 3 clusters Score -497026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -497030.093750 Penalty: 4084.870117
	Iteration 38Q: 3 clusters Score -497030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -497033.937500 Penalty: 4084.870117
	Iteration 39Q: 3 clusters Score -497033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -497038.468750 Penalty: 4084.870117
	Iteration 40F: 3 clusters Score -497038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -497063.218750 Penalty: 4084.870117
	Iteration 41Q: 3 clusters Score -497063.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -497068.781250 Penalty: 4084.870117
	Iteration 42Q: 3 clusters Score -497068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -497072.218750 Penalty: 4084.870117
	Iteration 43Q: 3 clusters Score -497072.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -497075.218750 Penalty: 4084.870117
	Iteration 44Q: 3 clusters Score -497075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -497077.781250 Penalty: 4084.870117
	Iteration 45Q: 3 clusters Score -497077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -497081.406250 Penalty: 4084.870117
	Iteration 46Q: 3 clusters Score -497081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -497086.000000 Penalty: 4084.870117
	Iteration 47Q: 3 clusters Score -497086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -497087.031250 Penalty: 4084.870117
	Iteration 48Q: 3 clusters Score -497087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -497088.437500 Penalty: 4084.870117
	Iteration 49Q: 3 clusters Score -497088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -497090.000000 Penalty: 4084.870117
	Iteration 50Q: 3 clusters Score -497090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -497092.250000 Penalty: 4084.870117
	Iteration 51Q: 3 clusters Score -497092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -497092.250000 Penalty: 4084.870117
	Iteration 52F: 3 clusters Score -497092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (91603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91603 members 
Entering Unmasked Estep 
Score: -12646991.000000 Penalty: 2833.454346
	Iteration 0F: 2 clusters Score -1.264699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -12585712.000000 Penalty: 5666.908691
	Iteration 0F: 3 clusters Score -1.258571e+07 nChanged 43152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -12610237.000000 Penalty: 5666.908691
	Iteration 1F: 3 clusters Score -1.261024e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -12611198.000000 Penalty: 5666.908691
	Iteration 2Q: 3 clusters Score -1.26112e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -12612870.000000 Penalty: 5666.908691
	Iteration 3Q: 3 clusters Score -1.261287e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -12615262.000000 Penalty: 5666.908691
	Iteration 4F: 3 clusters Score -1.261526e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -12619042.000000 Penalty: 5666.908691
	Iteration 5F: 3 clusters Score -1.261904e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -12624443.000000 Penalty: 5666.908691
	Iteration 6F: 3 clusters Score -1.262444e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -12630567.000000 Penalty: 5666.908691
	Iteration 7F: 3 clusters Score -1.263057e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -12635199.000000 Penalty: 5666.908691
	Iteration 8F: 3 clusters Score -1.26352e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -12637502.000000 Penalty: 5666.908691
	Iteration 9Q: 3 clusters Score -1.26375e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -12638545.000000 Penalty: 5666.908691
	Iteration 10Q: 3 clusters Score -1.263854e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 70068 members 
Entering Unmasked Estep 
Score: -12639180.000000 Penalty: 5666.908691
	Iteration 11Q: 3 clusters Score -1.263918e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -12639848.000000 Penalty: 5666.908691
	Iteration 12Q: 3 clusters Score -1.263985e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -12640418.000000 Penalty: 5666.908691
	Iteration 13Q: 3 clusters Score -1.264042e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -12640895.000000 Penalty: 5666.908691
	Iteration 14Q: 3 clusters Score -1.26409e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -12641225.000000 Penalty: 5666.908691
	Iteration 15Q: 3 clusters Score -1.264122e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -12641592.000000 Penalty: 5666.908691
	Iteration 16Q: 3 clusters Score -1.264159e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -12641841.000000 Penalty: 5666.908691
	Iteration 17Q: 3 clusters Score -1.264184e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 78068 members 
Entering Unmasked Estep 
Score: -12642137.000000 Penalty: 5666.908691
	Iteration 18Q: 3 clusters Score -1.264214e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -12642379.000000 Penalty: 5666.908691
	Iteration 19Q: 3 clusters Score -1.264238e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -12642643.000000 Penalty: 5666.908691
	Iteration 20F: 3 clusters Score -1.264264e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -12642803.000000 Penalty: 5666.908691
	Iteration 21Q: 3 clusters Score -1.26428e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -12643047.000000 Penalty: 5666.908691
	Iteration 22Q: 3 clusters Score -1.264305e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 81911 members 
Entering Unmasked Estep 
Score: -12643197.000000 Penalty: 5666.908691
	Iteration 23Q: 3 clusters Score -1.26432e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 82573 members 
Entering Unmasked Estep 
Score: -12643380.000000 Penalty: 5666.908691
	Iteration 24Q: 3 clusters Score -1.264338e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 83174 members 
Entering Unmasked Estep 
Score: -12643536.000000 Penalty: 5666.908691
	Iteration 25Q: 3 clusters Score -1.264354e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
Score: -12643761.000000 Penalty: 5666.908691
	Iteration 26Q: 3 clusters Score -1.264376e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 84282 members 
Entering Unmasked Estep 
Score: -12643881.000000 Penalty: 5666.908691
	Iteration 27Q: 3 clusters Score -1.264388e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -12644039.000000 Penalty: 5666.908691
	Iteration 28Q: 3 clusters Score -1.264404e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -12644163.000000 Penalty: 5666.908691
	Iteration 29Q: 3 clusters Score -1.264416e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 85713 members 
Entering Unmasked Estep 
Score: -12644275.000000 Penalty: 5666.908691
	Iteration 30Q: 3 clusters Score -1.264428e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 86135 members 
Entering Unmasked Estep 
Score: -12644383.000000 Penalty: 5666.908691
	Iteration 31Q: 3 clusters Score -1.264438e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -12644491.000000 Penalty: 5666.908691
	Iteration 32Q: 3 clusters Score -1.264449e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -12644541.000000 Penalty: 5666.908691
	Iteration 33Q: 3 clusters Score -1.264454e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -12644574.000000 Penalty: 5666.908691
	Iteration 34Q: 3 clusters Score -1.264457e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -12644650.000000 Penalty: 5666.908691
	Iteration 35Q: 3 clusters Score -1.264465e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -12644698.000000 Penalty: 5666.908691
	Iteration 36Q: 3 clusters Score -1.26447e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 87662 members 
Entering Unmasked Estep 
Score: -12644728.000000 Penalty: 5666.908691
	Iteration 37Q: 3 clusters Score -1.264473e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -12644764.000000 Penalty: 5666.908691
	Iteration 38Q: 3 clusters Score -1.264476e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 88016 members 
Entering Unmasked Estep 
Score: -12644817.000000 Penalty: 5666.908691
	Iteration 39Q: 3 clusters Score -1.264482e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 88170 members 
Entering Unmasked Estep 
Score: -12644849.000000 Penalty: 5666.908691
	Iteration 40F: 3 clusters Score -1.264485e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -12644904.000000 Penalty: 5666.908691
	Iteration 41Q: 3 clusters Score -1.26449e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -12644942.000000 Penalty: 5666.908691
	Iteration 42Q: 3 clusters Score -1.264494e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -12644969.000000 Penalty: 5666.908691
	Iteration 43Q: 3 clusters Score -1.264497e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 88649 members 
Entering Unmasked Estep 
Score: -12644985.000000 Penalty: 5666.908691
	Iteration 44Q: 3 clusters Score -1.264498e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
Score: -12644980.000000 Penalty: 5666.908691
	Iteration 45Q: 3 clusters Score -1.264498e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -12644991.000000 Penalty: 5666.908691
	Iteration 46Q: 3 clusters Score -1.264499e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 88859 members 
Entering Unmasked Estep 
Score: -12644996.000000 Penalty: 5666.908691
	Iteration 47Q: 3 clusters Score -1.2645e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -12644986.000000 Penalty: 5666.908691
	Iteration 48Q: 3 clusters Score -1.264499e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -12644995.000000 Penalty: 5666.908691
	Iteration 49Q: 3 clusters Score -1.2645e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 88997 members 
Entering Unmasked Estep 
Score: -12645027.000000 Penalty: 5666.908691
	Iteration 50Q: 3 clusters Score -1.264503e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -12645047.000000 Penalty: 5666.908691
	Iteration 51Q: 3 clusters Score -1.264505e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -12645058.000000 Penalty: 5666.908691
	Iteration 52Q: 3 clusters Score -1.264506e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -12645040.000000 Penalty: 5666.908691
	Iteration 53Q: 3 clusters Score -1.264504e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -12645049.000000 Penalty: 5666.908691
	Iteration 54Q: 3 clusters Score -1.264505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 89177 members 
Entering Unmasked Estep 
Score: -12645028.000000 Penalty: 5666.908691
	Iteration 55Q: 3 clusters Score -1.264503e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -12645051.000000 Penalty: 5666.908691
	Iteration 56Q: 3 clusters Score -1.264505e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 89248 members 
Entering Unmasked Estep 
Score: -12645057.000000 Penalty: 5666.908691
	Iteration 57Q: 3 clusters Score -1.264506e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 89282 members 
Entering Unmasked Estep 
Score: -12645062.000000 Penalty: 5666.908691
	Iteration 58Q: 3 clusters Score -1.264506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -12645057.000000 Penalty: 5666.908691
	Iteration 59Q: 3 clusters Score -1.264506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 89332 members 
Entering Unmasked Estep 
Score: -12645063.000000 Penalty: 5666.908691
	Iteration 60F: 3 clusters Score -1.264506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 89360 members 
Entering Unmasked Estep 
Score: -12645058.000000 Penalty: 5666.908691
	Iteration 61Q: 3 clusters Score -1.264506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 89380 members 
Entering Unmasked Estep 
Score: -12645067.000000 Penalty: 5666.908691
	Iteration 62Q: 3 clusters Score -1.264507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -12645039.000000 Penalty: 5666.908691
	Iteration 63Q: 3 clusters Score -1.264504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -12645054.000000 Penalty: 5666.908691
	Iteration 64Q: 3 clusters Score -1.264505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -12645061.000000 Penalty: 5666.908691
	Iteration 65Q: 3 clusters Score -1.264506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -12645071.000000 Penalty: 5666.908691
	Iteration 66Q: 3 clusters Score -1.264507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 89455 members 
Entering Unmasked Estep 
Score: -12645072.000000 Penalty: 5666.908691
	Iteration 67Q: 3 clusters Score -1.264507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -12645072.000000 Penalty: 5666.908691
	Iteration 68Q: 3 clusters Score -1.264507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -12645069.000000 Penalty: 5666.908691
	Iteration 69Q: 3 clusters Score -1.264507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
Score: -12645073.000000 Penalty: 5666.908691
	Iteration 70Q: 3 clusters Score -1.264507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -12645073.000000 Penalty: 5666.908691
	Iteration 71Q: 3 clusters Score -1.264507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -12645073.000000 Penalty: 5666.908691
	Iteration 72Q: 3 clusters Score -1.264507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 89501 members 
Entering Unmasked Estep 
Score: -12645081.000000 Penalty: 5666.908691
	Iteration 73Q: 3 clusters Score -1.264508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -12645083.000000 Penalty: 5666.908691
	Iteration 74Q: 3 clusters Score -1.264508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 89517 members 
Entering Unmasked Estep 
Score: -12645080.000000 Penalty: 5666.908691
	Iteration 75Q: 3 clusters Score -1.264508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -12645084.000000 Penalty: 5666.908691
	Iteration 76Q: 3 clusters Score -1.264508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -12645082.000000 Penalty: 5666.908691
	Iteration 77Q: 3 clusters Score -1.264508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -12645083.000000 Penalty: 5666.908691
	Iteration 78Q: 3 clusters Score -1.264508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -12645078.000000 Penalty: 5666.908691
	Iteration 79Q: 3 clusters Score -1.264508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -12645086.000000 Penalty: 5666.908691
	Iteration 80F: 3 clusters Score -1.264509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -12645080.000000 Penalty: 5666.908691
	Iteration 81Q: 3 clusters Score -1.264508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -12645084.000000 Penalty: 5666.908691
	Iteration 82Q: 3 clusters Score -1.264508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -12645089.000000 Penalty: 5666.908691
	Iteration 83Q: 3 clusters Score -1.264509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -12645087.000000 Penalty: 5666.908691
	Iteration 84Q: 3 clusters Score -1.264509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -12645089.000000 Penalty: 5666.908691
	Iteration 85Q: 3 clusters Score -1.264509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -12645091.000000 Penalty: 5666.908691
	Iteration 86Q: 3 clusters Score -1.264509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -12645093.000000 Penalty: 5666.908691
	Iteration 87Q: 3 clusters Score -1.264509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -12645098.000000 Penalty: 5666.908691
	Iteration 88Q: 3 clusters Score -1.26451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 89582 members 
Entering Unmasked Estep 
Score: -12645105.000000 Penalty: 5666.908691
	Iteration 89Q: 3 clusters Score -1.26451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 89582 members 
Entering Unmasked Estep 
Score: -12645105.000000 Penalty: 5666.908691
	Iteration 90F: 3 clusters Score -1.26451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Entering Unmasked Estep 
Score: -3972390.250000 Penalty: 2550.290771
	Iteration 0F: 2 clusters Score -3972390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3952173.750000 Penalty: 5100.581543
	Iteration 0F: 3 clusters Score -3952174 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3959357.500000 Penalty: 5100.581543
	Iteration 1F: 3 clusters Score -3959358 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3959860.000000 Penalty: 5100.581543
	Iteration 2Q: 3 clusters Score -3959860 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3960271.500000 Penalty: 5100.581543
	Iteration 3Q: 3 clusters Score -3960272 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3960691.500000 Penalty: 5100.581543
	Iteration 4Q: 3 clusters Score -3960692 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3961019.750000 Penalty: 5100.581543
	Iteration 5Q: 3 clusters Score -3961020 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3961318.500000 Penalty: 5100.581543
	Iteration 6Q: 3 clusters Score -3961318 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3961582.250000 Penalty: 5100.581543
	Iteration 7Q: 3 clusters Score -3961582 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3961825.250000 Penalty: 5100.581543
	Iteration 8Q: 3 clusters Score -3961825 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3962066.500000 Penalty: 5100.581543
	Iteration 9Q: 3 clusters Score -3962066 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3962341.500000 Penalty: 5100.581543
	Iteration 10Q: 3 clusters Score -3962342 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3962669.000000 Penalty: 5100.581543
	Iteration 11Q: 3 clusters Score -3962669 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3963060.000000 Penalty: 5100.581543
	Iteration 12Q: 3 clusters Score -3963060 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3963482.250000 Penalty: 5100.581543
	Iteration 13Q: 3 clusters Score -3963482 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3963940.500000 Penalty: 5100.581543
	Iteration 14Q: 3 clusters Score -3963940 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3964448.250000 Penalty: 5100.581543
	Iteration 15Q: 3 clusters Score -3964448 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3964930.750000 Penalty: 5100.581543
	Iteration 16Q: 3 clusters Score -3964931 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3965365.000000 Penalty: 5100.581543
	Iteration 17Q: 3 clusters Score -3965365 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3965728.000000 Penalty: 5100.581543
	Iteration 18Q: 3 clusters Score -3965728 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3965990.250000 Penalty: 5100.581543
	Iteration 19Q: 3 clusters Score -3965990 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3966130.500000 Penalty: 5100.581543
	Iteration 20F: 3 clusters Score -3966130 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3966272.750000 Penalty: 5100.581543
	Iteration 21Q: 3 clusters Score -3966273 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3966343.250000 Penalty: 5100.581543
	Iteration 22Q: 3 clusters Score -3966343 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3966387.000000 Penalty: 5100.581543
	Iteration 23Q: 3 clusters Score -3966387 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3966424.500000 Penalty: 5100.581543
	Iteration 24Q: 3 clusters Score -3966424 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3966462.500000 Penalty: 5100.581543
	Iteration 25Q: 3 clusters Score -3966462 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3966507.750000 Penalty: 5100.581543
	Iteration 26Q: 3 clusters Score -3966508 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3966534.500000 Penalty: 5100.581543
	Iteration 27Q: 3 clusters Score -3966534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3966560.500000 Penalty: 5100.581543
	Iteration 28Q: 3 clusters Score -3966560 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3966585.000000 Penalty: 5100.581543
	Iteration 29Q: 3 clusters Score -3966585 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3966608.000000 Penalty: 5100.581543
	Iteration 30Q: 3 clusters Score -3966608 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3966633.000000 Penalty: 5100.581543
	Iteration 31Q: 3 clusters Score -3966633 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3966666.000000 Penalty: 5100.581543
	Iteration 32Q: 3 clusters Score -3966666 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3966679.500000 Penalty: 5100.581543
	Iteration 33Q: 3 clusters Score -3966680 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3966691.500000 Penalty: 5100.581543
	Iteration 34Q: 3 clusters Score -3966692 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3966704.750000 Penalty: 5100.581543
	Iteration 35Q: 3 clusters Score -3966705 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3966716.000000 Penalty: 5100.581543
	Iteration 36Q: 3 clusters Score -3966716 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3966726.500000 Penalty: 5100.581543
	Iteration 37Q: 3 clusters Score -3966726 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3966734.000000 Penalty: 5100.581543
	Iteration 38Q: 3 clusters Score -3966734 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3966731.000000 Penalty: 5100.581543
	Iteration 39Q: 3 clusters Score -3966731 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3966740.250000 Penalty: 5100.581543
	Iteration 40F: 3 clusters Score -3966740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3966753.250000 Penalty: 5100.581543
	Iteration 41Q: 3 clusters Score -3966753 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -3966751.250000 Penalty: 5100.581543
	Iteration 42Q: 3 clusters Score -3966751 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3966769.500000 Penalty: 5100.581543
	Iteration 43Q: 3 clusters Score -3966770 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3966784.250000 Penalty: 5100.581543
	Iteration 44Q: 3 clusters Score -3966784 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3966784.250000 Penalty: 5100.581543
	Iteration 45Q: 3 clusters Score -3966784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3966789.250000 Penalty: 5100.581543
	Iteration 46Q: 3 clusters Score -3966789 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3966815.750000 Penalty: 5100.581543
	Iteration 47Q: 3 clusters Score -3966816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3966821.000000 Penalty: 5100.581543
	Iteration 48Q: 3 clusters Score -3966821 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3966813.500000 Penalty: 5100.581543
	Iteration 49Q: 3 clusters Score -3966814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3966808.500000 Penalty: 5100.581543
	Iteration 50Q: 3 clusters Score -3966808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3966813.750000 Penalty: 5100.581543
	Iteration 51Q: 3 clusters Score -3966814 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3966839.500000 Penalty: 5100.581543
	Iteration 52Q: 3 clusters Score -3966840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3966837.000000 Penalty: 5100.581543
	Iteration 53Q: 3 clusters Score -3966837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3966845.500000 Penalty: 5100.581543
	Iteration 54Q: 3 clusters Score -3966846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3966847.750000 Penalty: 5100.581543
	Iteration 55Q: 3 clusters Score -3966848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3966851.500000 Penalty: 5100.581543
	Iteration 56Q: 3 clusters Score -3966852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3966851.250000 Penalty: 5100.581543
	Iteration 57Q: 3 clusters Score -3966851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3966846.500000 Penalty: 5100.581543
	Iteration 58Q: 3 clusters Score -3966846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3966847.000000 Penalty: 5100.581543
	Iteration 59Q: 3 clusters Score -3966847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3966854.000000 Penalty: 5100.581543
	Iteration 60F: 3 clusters Score -3966854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3966857.500000 Penalty: 5100.581543
	Iteration 61Q: 3 clusters Score -3966858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3966868.250000 Penalty: 5100.581543
	Iteration 62Q: 3 clusters Score -3966868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3966868.250000 Penalty: 5100.581543
	Iteration 63Q: 3 clusters Score -3966868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3966870.250000 Penalty: 5100.581543
	Iteration 64Q: 3 clusters Score -3966870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3966869.000000 Penalty: 5100.581543
	Iteration 65Q: 3 clusters Score -3966869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3966867.000000 Penalty: 5100.581543
	Iteration 66Q: 3 clusters Score -3966867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3966866.750000 Penalty: 5100.581543
	Iteration 67Q: 3 clusters Score -3966867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3966861.000000 Penalty: 5100.581543
	Iteration 68Q: 3 clusters Score -3966861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3966856.250000 Penalty: 5100.581543
	Iteration 69Q: 3 clusters Score -3966856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3966860.250000 Penalty: 5100.581543
	Iteration 70Q: 3 clusters Score -3966860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3966862.000000 Penalty: 5100.581543
	Iteration 71Q: 3 clusters Score -3966862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3966864.750000 Penalty: 5100.581543
	Iteration 72Q: 3 clusters Score -3966865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3966863.500000 Penalty: 5100.581543
	Iteration 73Q: 3 clusters Score -3966864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3966867.500000 Penalty: 5100.581543
	Iteration 74Q: 3 clusters Score -3966868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3966871.750000 Penalty: 5100.581543
	Iteration 75Q: 3 clusters Score -3966872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3966869.000000 Penalty: 5100.581543
	Iteration 76Q: 3 clusters Score -3966869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3966869.500000 Penalty: 5100.581543
	Iteration 77Q: 3 clusters Score -3966870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3966865.500000 Penalty: 5100.581543
	Iteration 78Q: 3 clusters Score -3966866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3966865.500000 Penalty: 5100.581543
	Iteration 79F: 3 clusters Score -3966866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -160940.218750 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -160940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158918.984375 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -158919 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -159300.296875 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -159300.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159495.031250 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -159495 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159582.468750 Penalty: 3517.504150
	Iteration 3F: 3 clusters Score -159582.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159631.546875 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -159631.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -159674.593750 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -159674.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -159708.562500 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -159708.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -159731.875000 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -159731.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -159761.781250 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -159761.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -159793.109375 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -159793.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -159812.187500 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -159812.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -159834.312500 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -159834.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -159848.187500 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -159848.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -159856.671875 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -159856.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -159862.265625 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -159862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -159863.234375 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -159863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -159863.687500 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -159863.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -159863.687500 Penalty: 3517.504150
	Iteration 17F: 3 clusters Score -159863.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164052 members 
Entering Unmasked Estep 
Score: -22617250.000000 Penalty: 2977.968750
	Iteration 0F: 2 clusters Score -2.261725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -22511208.000000 Penalty: 5955.937500
	Iteration 0F: 3 clusters Score -2.251121e+07 nChanged 78580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -22556912.000000 Penalty: 5955.937500
	Iteration 1F: 3 clusters Score -2.255691e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87194 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -22557818.000000 Penalty: 5955.937500
	Iteration 2Q: 3 clusters Score -2.255782e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -22559302.000000 Penalty: 5955.937500
	Iteration 3Q: 3 clusters Score -2.25593e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -22561466.000000 Penalty: 5955.937500
	Iteration 4Q: 3 clusters Score -2.256147e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102555 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -22565412.000000 Penalty: 5955.937500
	Iteration 5F: 3 clusters Score -2.256541e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112697 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -22572478.000000 Penalty: 5955.937500
	Iteration 6F: 3 clusters Score -2.257248e+07 nChanged 13321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125452 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -22583268.000000 Penalty: 5955.937500
	Iteration 7F: 3 clusters Score -2.258327e+07 nChanged 13777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138817 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -22596120.000000 Penalty: 5955.937500
	Iteration 8F: 3 clusters Score -2.259612e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149653 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -22605934.000000 Penalty: 5955.937500
	Iteration 9F: 3 clusters Score -2.260593e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156582 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -22611290.000000 Penalty: 5955.937500
	Iteration 10Q: 3 clusters Score -2.261129e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160228 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -22613448.000000 Penalty: 5955.937500
	Iteration 11Q: 3 clusters Score -2.261345e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161948 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -22614270.000000 Penalty: 5955.937500
	Iteration 12Q: 3 clusters Score -2.261427e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162729 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22614598.000000 Penalty: 5955.937500
	Iteration 13Q: 3 clusters Score -2.26146e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163117 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -22614692.000000 Penalty: 5955.937500
	Iteration 14Q: 3 clusters Score -2.261469e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163302 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -22614796.000000 Penalty: 5955.937500
	Iteration 15Q: 3 clusters Score -2.26148e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163409 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22614844.000000 Penalty: 5955.937500
	Iteration 16Q: 3 clusters Score -2.261484e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163459 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -22614862.000000 Penalty: 5955.937500
	Iteration 17Q: 3 clusters Score -2.261486e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163484 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -22614900.000000 Penalty: 5955.937500
	Iteration 18Q: 3 clusters Score -2.26149e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -22614888.000000 Penalty: 5955.937500
	Iteration 19Q: 3 clusters Score -2.261489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163519 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22614888.000000 Penalty: 5955.937500
	Iteration 20F: 3 clusters Score -2.261489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163529 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -22614882.000000 Penalty: 5955.937500
	Iteration 21Q: 3 clusters Score -2.261488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163537 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -22614904.000000 Penalty: 5955.937500
	Iteration 22Q: 3 clusters Score -2.26149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163543 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -22614894.000000 Penalty: 5955.937500
	Iteration 23Q: 3 clusters Score -2.261489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163545 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -22614908.000000 Penalty: 5955.937500
	Iteration 24Q: 3 clusters Score -2.261491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163549 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -22614930.000000 Penalty: 5955.937500
	Iteration 25Q: 3 clusters Score -2.261493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163556 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -22614930.000000 Penalty: 5955.937500
	Iteration 26Q: 3 clusters Score -2.261493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163557 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -22614928.000000 Penalty: 5955.937500
	Iteration 27Q: 3 clusters Score -2.261493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163561 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -22614922.000000 Penalty: 5955.937500
	Iteration 28Q: 3 clusters Score -2.261492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -22614916.000000 Penalty: 5955.937500
	Iteration 29Q: 3 clusters Score -2.261492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22614924.000000 Penalty: 5955.937500
	Iteration 30Q: 3 clusters Score -2.261492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22614920.000000 Penalty: 5955.937500
	Iteration 31Q: 3 clusters Score -2.261492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163569 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22614926.000000 Penalty: 5955.937500
	Iteration 32Q: 3 clusters Score -2.261493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22614920.000000 Penalty: 5955.937500
	Iteration 33Q: 3 clusters Score -2.261492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163569 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22614926.000000 Penalty: 5955.937500
	Iteration 34Q: 3 clusters Score -2.261493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22614922.000000 Penalty: 5955.937500
	Iteration 35Q: 3 clusters Score -2.261492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163571 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22614928.000000 Penalty: 5955.937500
	Iteration 36Q: 3 clusters Score -2.261493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22614926.000000 Penalty: 5955.937500
	Iteration 37Q: 3 clusters Score -2.261493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163575 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22614922.000000 Penalty: 5955.937500
	Iteration 38Q: 3 clusters Score -2.261492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163576 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22614928.000000 Penalty: 5955.937500
	Iteration 39Q: 3 clusters Score -2.261493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163576 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22614928.000000 Penalty: 5955.937500
	Iteration 40F: 3 clusters Score -2.261493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -81093.296875 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -81093.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79392.539062 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -79392.54 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79746.937500 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -79746.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80036.476562 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -80036.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80416.976562 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -80416.98 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80850.156250 Penalty: 3237.867188
	Iteration 4F: 3 clusters Score -80850.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81059.859375 Penalty: 3237.867188
	Iteration 5F: 3 clusters Score -81059.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -81164.523438 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -81164.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -81212.710938 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -81212.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -81233.203125 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -81233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -81234.476562 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -81234.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -81236.085938 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -81236.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -81236.085938 Penalty: 3237.867188
	Iteration 11F: 3 clusters Score -81236.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160265 members 
Mstep: Class 2 contains 97669 members 
Mstep: Class 3 contains 47142 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7677 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 3124 members 
Mstep: Class 9 contains 162208 members 
Mstep: Class 10 contains 181815 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55270 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 91603 members 
Mstep: Class 17 contains 29244 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 164052 members 
Mstep: Class 20 contains 204 members 
Mstep: Class 21 contains 480 members 
Entering Unmasked Estep 
Score: -137413408.000000 Penalty: 72024.632812
Splitting cluster 20 changes total score from -137415024.000000 to -137413408.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160265 members 
Mstep: Class 2 contains 97669 members 
Mstep: Class 3 contains 47142 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7677 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 3124 members 
Mstep: Class 9 contains 162208 members 
Mstep: Class 10 contains 181815 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55270 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 91603 members 
Mstep: Class 17 contains 29244 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 164052 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137415184.000000 Penalty: 68594.890625
Iteration 119Q: 21 clusters Score -1.374152e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 160136 members 
Mstep: Class 2 contains 97623 members 
Mstep: Class 3 contains 47138 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7672 members 
Mstep: Class 7 contains 4003 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 162110 members 
Mstep: Class 10 contains 181601 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55249 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3775 members 
Mstep: Class 16 contains 92277 members 
Mstep: Class 17 contains 29244 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 163895 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137415424.000000 Penalty: 68594.890625
Iteration 120F: 21 clusters Score -1.374154e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 159995 members 
Mstep: Class 2 contains 97561 members 
Mstep: Class 3 contains 47129 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7670 members 
Mstep: Class 7 contains 4002 members 
Mstep: Class 8 contains 3125 members 
Mstep: Class 9 contains 162008 members 
Mstep: Class 10 contains 181413 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55216 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 92976 members 
Mstep: Class 17 contains 29250 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 163728 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137415728.000000 Penalty: 68594.890625
Iteration 121Q: 21 clusters Score -1.374157e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 159878 members 
Mstep: Class 2 contains 97483 members 
Mstep: Class 3 contains 47117 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7664 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 161904 members 
Mstep: Class 10 contains 181200 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55183 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 93670 members 
Mstep: Class 17 contains 29257 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 163592 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137415728.000000 Penalty: 68594.890625
Iteration 122Q: 21 clusters Score -1.374157e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 159767 members 
Mstep: Class 2 contains 97398 members 
Mstep: Class 3 contains 47118 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7658 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 3127 members 
Mstep: Class 9 contains 161834 members 
Mstep: Class 10 contains 180945 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55159 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 94344 members 
Mstep: Class 17 contains 29260 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 163475 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137415920.000000 Penalty: 68594.890625
Iteration 123Q: 21 clusters Score -1.374159e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 97340 members 
Mstep: Class 3 contains 47108 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7654 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 3129 members 
Mstep: Class 9 contains 161776 members 
Mstep: Class 10 contains 180672 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55137 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 95009 members 
Mstep: Class 17 contains 29255 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 163364 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137416016.000000 Penalty: 68594.890625
Iteration 124Q: 21 clusters Score -1.37416e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 159517 members 
Mstep: Class 2 contains 97286 members 
Mstep: Class 3 contains 47107 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7652 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 8 contains 3131 members 
Mstep: Class 9 contains 161691 members 
Mstep: Class 10 contains 180382 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55112 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 95723 members 
Mstep: Class 17 contains 29256 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 163236 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137416080.000000 Penalty: 68594.890625
Iteration 125Q: 21 clusters Score -1.374161e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 159407 members 
Mstep: Class 2 contains 97244 members 
Mstep: Class 3 contains 47106 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7650 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 3133 members 
Mstep: Class 9 contains 161597 members 
Mstep: Class 10 contains 180078 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55079 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 96445 members 
Mstep: Class 17 contains 29247 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 163117 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137416080.000000 Penalty: 68594.890625
Iteration 126Q: 21 clusters Score -1.374161e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 159272 members 
Mstep: Class 2 contains 97188 members 
Mstep: Class 3 contains 47105 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7649 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 161499 members 
Mstep: Class 10 contains 179790 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55049 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 97169 members 
Mstep: Class 17 contains 29247 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 163008 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137416384.000000 Penalty: 68594.890625
Iteration 127Q: 21 clusters Score -1.374164e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 159158 members 
Mstep: Class 2 contains 97114 members 
Mstep: Class 3 contains 47106 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7644 members 
Mstep: Class 7 contains 3944 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 161405 members 
Mstep: Class 10 contains 179498 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55027 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 97892 members 
Mstep: Class 17 contains 29247 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 162903 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137416448.000000 Penalty: 68594.890625
Iteration 128Q: 21 clusters Score -1.374164e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 97045 members 
Mstep: Class 3 contains 47097 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7642 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 161282 members 
Mstep: Class 10 contains 179230 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54998 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3778 members 
Mstep: Class 16 contains 98624 members 
Mstep: Class 17 contains 29248 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 162794 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137416576.000000 Penalty: 68594.890625
Iteration 129Q: 21 clusters Score -1.374166e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 158906 members 
Mstep: Class 2 contains 96963 members 
Mstep: Class 3 contains 47087 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 161138 members 
Mstep: Class 10 contains 178960 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54962 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 16 contains 99420 members 
Mstep: Class 17 contains 29246 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 162683 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137416352.000000 Penalty: 68594.890625
Iteration 130Q: 21 clusters Score -1.374164e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 96883 members 
Mstep: Class 3 contains 47064 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7639 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 3137 members 
Mstep: Class 9 contains 160990 members 
Mstep: Class 10 contains 178722 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54941 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 100201 members 
Mstep: Class 17 contains 29243 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 162565 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137416560.000000 Penalty: 68594.890625
Iteration 131Q: 21 clusters Score -1.374166e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 96797 members 
Mstep: Class 3 contains 47040 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7639 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 3137 members 
Mstep: Class 9 contains 160853 members 
Mstep: Class 10 contains 178472 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54916 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 101025 members 
Mstep: Class 17 contains 29238 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 162434 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137416464.000000 Penalty: 68594.890625
Iteration 132Q: 21 clusters Score -1.374165e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 158456 members 
Mstep: Class 2 contains 96708 members 
Mstep: Class 3 contains 47018 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7642 members 
Mstep: Class 7 contains 3891 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 160756 members 
Mstep: Class 10 contains 178207 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54906 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 16 contains 101835 members 
Mstep: Class 17 contains 29242 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 162274 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137416608.000000 Penalty: 68594.890625
Iteration 133Q: 21 clusters Score -1.374166e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 158333 members 
Mstep: Class 2 contains 96627 members 
Mstep: Class 3 contains 46993 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7642 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 160614 members 
Mstep: Class 10 contains 177961 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54879 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 102642 members 
Mstep: Class 17 contains 29239 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 162122 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137416608.000000 Penalty: 68594.890625
Iteration 134Q: 21 clusters Score -1.374166e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 158179 members 
Mstep: Class 2 contains 96530 members 
Mstep: Class 3 contains 46964 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7645 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 160490 members 
Mstep: Class 10 contains 177698 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54838 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 103463 members 
Mstep: Class 17 contains 29248 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 162005 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 21 clusters Score -1.374166e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 158002 members 
Mstep: Class 2 contains 96426 members 
Mstep: Class 3 contains 46923 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7648 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 160406 members 
Mstep: Class 10 contains 177388 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54821 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 16 contains 104317 members 
Mstep: Class 17 contains 29247 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 161893 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Score: -137416480.000000 Penalty: 68594.890625
Iteration 136Q: 21 clusters Score -1.374165e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 157818 members 
Mstep: Class 2 contains 96337 members 
Mstep: Class 3 contains 46893 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7647 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 8 contains 3138 members 
Mstep: Class 9 contains 160288 members 
Mstep: Class 10 contains 177066 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54791 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 16 contains 105239 members 
Mstep: Class 17 contains 29244 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 161761 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 137Q: 21 clusters Score -1.37417e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 157628 members 
Mstep: Class 2 contains 96232 members 
Mstep: Class 3 contains 46869 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7646 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 8 contains 3134 members 
Mstep: Class 9 contains 160200 members 
Mstep: Class 10 contains 176704 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54763 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 106210 members 
Mstep: Class 17 contains 29249 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 161601 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 138Q: 21 clusters Score -1.374171e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 157443 members 
Mstep: Class 2 contains 96112 members 
Mstep: Class 3 contains 46838 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7648 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 3137 members 
Mstep: Class 9 contains 160130 members 
Mstep: Class 10 contains 176291 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54738 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 107234 members 
Mstep: Class 17 contains 29243 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 161442 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 139Q: 21 clusters Score -1.37417e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 157247 members 
Mstep: Class 2 contains 95963 members 
Mstep: Class 3 contains 46811 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7650 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 160016 members 
Mstep: Class 10 contains 175871 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54716 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 108340 members 
Mstep: Class 17 contains 29243 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 161294 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 140F: 21 clusters Score -1.374169e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 157063 members 
Mstep: Class 2 contains 95816 members 
Mstep: Class 3 contains 46771 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7652 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 3138 members 
Mstep: Class 9 contains 159879 members 
Mstep: Class 10 contains 175477 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54693 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 109438 members 
Mstep: Class 17 contains 29238 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 161131 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 141Q: 21 clusters Score -1.37417e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 156889 members 
Mstep: Class 2 contains 95649 members 
Mstep: Class 3 contains 46740 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7659 members 
Mstep: Class 7 contains 3752 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 159736 members 
Mstep: Class 10 contains 175058 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54681 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 110591 members 
Mstep: Class 17 contains 29236 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 160936 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 142Q: 21 clusters Score -1.374173e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 156720 members 
Mstep: Class 2 contains 95485 members 
Mstep: Class 3 contains 46710 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7657 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 159572 members 
Mstep: Class 10 contains 174646 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54668 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 111823 members 
Mstep: Class 17 contains 29226 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 160682 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 143Q: 21 clusters Score -1.374175e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 156548 members 
Mstep: Class 2 contains 95336 members 
Mstep: Class 3 contains 46667 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7661 members 
Mstep: Class 7 contains 3705 members 
Mstep: Class 8 contains 3130 members 
Mstep: Class 9 contains 159421 members 
Mstep: Class 10 contains 174199 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54642 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 113117 members 
Mstep: Class 17 contains 29210 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 160426 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 144Q: 21 clusters Score -1.374176e+08 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 156304 members 
Mstep: Class 2 contains 95165 members 
Mstep: Class 3 contains 46638 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7661 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 3131 members 
Mstep: Class 9 contains 159302 members 
Mstep: Class 10 contains 173674 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54632 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 114502 members 
Mstep: Class 17 contains 29199 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 160183 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 145Q: 21 clusters Score -1.37418e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 156067 members 
Mstep: Class 2 contains 94991 members 
Mstep: Class 3 contains 46600 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7655 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 3132 members 
Mstep: Class 9 contains 159129 members 
Mstep: Class 10 contains 173132 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54622 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 115970 members 
Mstep: Class 17 contains 29189 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 159933 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 146Q: 21 clusters Score -1.374181e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 155868 members 
Mstep: Class 2 contains 94822 members 
Mstep: Class 3 contains 46561 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7651 members 
Mstep: Class 7 contains 3595 members 
Mstep: Class 8 contains 3132 members 
Mstep: Class 9 contains 158913 members 
Mstep: Class 10 contains 172548 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54587 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 117508 members 
Mstep: Class 17 contains 29170 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 159701 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 147Q: 21 clusters Score -1.374185e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 155696 members 
Mstep: Class 2 contains 94631 members 
Mstep: Class 3 contains 46503 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7653 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 3134 members 
Mstep: Class 9 contains 158700 members 
Mstep: Class 10 contains 171929 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54573 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 119097 members 
Mstep: Class 17 contains 29157 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 159418 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 148Q: 21 clusters Score -1.374188e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 155487 members 
Mstep: Class 2 contains 94453 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7650 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 3130 members 
Mstep: Class 9 contains 158485 members 
Mstep: Class 10 contains 171312 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54558 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 120766 members 
Mstep: Class 17 contains 29154 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 159099 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Score: -137419120.000000 Penalty: 68594.890625
Iteration 149Q: 21 clusters Score -1.374191e+08 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 155269 members 
Mstep: Class 2 contains 94244 members 
Mstep: Class 3 contains 46369 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7649 members 
Mstep: Class 7 contains 3476 members 
Mstep: Class 8 contains 3130 members 
Mstep: Class 9 contains 158279 members 
Mstep: Class 10 contains 170670 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54559 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 122472 members 
Mstep: Class 17 contains 29146 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 158787 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Score: -137418832.000000 Penalty: 68594.890625
Iteration 150Q: 21 clusters Score -1.374188e+08 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 94044 members 
Mstep: Class 3 contains 46312 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7646 members 
Mstep: Class 7 contains 3422 members 
Mstep: Class 8 contains 3130 members 
Mstep: Class 9 contains 158095 members 
Mstep: Class 10 contains 169984 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54536 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 124218 members 
Mstep: Class 17 contains 29143 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 158447 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 151Q: 21 clusters Score -1.374192e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 154844 members 
Mstep: Class 2 contains 93829 members 
Mstep: Class 3 contains 46256 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 3354 members 
Mstep: Class 8 contains 3129 members 
Mstep: Class 9 contains 157888 members 
Mstep: Class 10 contains 169301 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54517 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 126053 members 
Mstep: Class 17 contains 29138 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 158099 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Score: -137419616.000000 Penalty: 68594.890625
Iteration 152Q: 21 clusters Score -1.374196e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 93600 members 
Mstep: Class 3 contains 46203 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7647 members 
Mstep: Class 7 contains 3287 members 
Mstep: Class 8 contains 3129 members 
Mstep: Class 9 contains 157690 members 
Mstep: Class 10 contains 168615 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54505 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 127873 members 
Mstep: Class 17 contains 29128 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 157776 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 153Q: 21 clusters Score -1.374203e+08 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 154320 members 
Mstep: Class 2 contains 93374 members 
Mstep: Class 3 contains 46133 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7644 members 
Mstep: Class 7 contains 3222 members 
Mstep: Class 8 contains 3131 members 
Mstep: Class 9 contains 157489 members 
Mstep: Class 10 contains 167941 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54479 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 3806 members 
Mstep: Class 16 contains 129745 members 
Mstep: Class 17 contains 29120 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 157444 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 154Q: 21 clusters Score -1.374209e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 93131 members 
Mstep: Class 3 contains 46080 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7642 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 3128 members 
Mstep: Class 9 contains 157278 members 
Mstep: Class 10 contains 167229 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54452 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 131686 members 
Mstep: Class 17 contains 29095 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 157129 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 155Q: 21 clusters Score -1.374211e+08 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 153716 members 
Mstep: Class 2 contains 92875 members 
Mstep: Class 3 contains 46017 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 3134 members 
Mstep: Class 9 contains 157087 members 
Mstep: Class 10 contains 166468 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54429 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 16 contains 133727 members 
Mstep: Class 17 contains 29071 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 156799 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 156Q: 21 clusters Score -1.374217e+08 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 153329 members 
Mstep: Class 2 contains 92615 members 
Mstep: Class 3 contains 45953 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7642 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 156769 members 
Mstep: Class 10 contains 165672 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54388 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 3815 members 
Mstep: Class 16 contains 136044 members 
Mstep: Class 17 contains 29048 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 156438 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 157Q: 21 clusters Score -1.37422e+08 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 152825 members 
Mstep: Class 2 contains 92301 members 
Mstep: Class 3 contains 45866 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7639 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 3137 members 
Mstep: Class 9 contains 156383 members 
Mstep: Class 10 contains 164642 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54376 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 3816 members 
Mstep: Class 16 contains 138925 members 
Mstep: Class 17 contains 29030 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 156001 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
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Iteration 158Q: 21 clusters Score -1.374226e+08 nChanged 4796
Entering ConstructFrom: 
Score: -137422640.000000 Penalty: 68594.890625
Entering ConstructFrom: 
Trying to split cluster 1 (152268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152268 members 
Entering Unmasked Estep 
Score: -21043266.000000 Penalty: 2959.482422
	Iteration 0F: 2 clusters Score -2.104327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -20943624.000000 Penalty: 5918.964844
	Iteration 0F: 3 clusters Score -2.094362e+07 nChanged 72661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 74311 members 
Entering Unmasked Estep 
Score: -20986562.000000 Penalty: 5918.964844
	Iteration 1F: 3 clusters Score -2.098656e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -20987900.000000 Penalty: 5918.964844
	Iteration 2Q: 3 clusters Score -2.09879e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -20989870.000000 Penalty: 5918.964844
	Iteration 3Q: 3 clusters Score -2.098987e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -20992712.000000 Penalty: 5918.964844
	Iteration 4Q: 3 clusters Score -2.099271e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 65320 members 
Entering Unmasked Estep 
Score: -20997118.000000 Penalty: 5918.964844
	Iteration 5F: 3 clusters Score -2.099712e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91850 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -21003518.000000 Penalty: 5918.964844
	Iteration 6F: 3 clusters Score -2.100352e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -21011502.000000 Penalty: 5918.964844
	Iteration 7F: 3 clusters Score -2.10115e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102182 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -21018774.000000 Penalty: 5918.964844
	Iteration 8F: 3 clusters Score -2.101877e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105956 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -21023394.000000 Penalty: 5918.964844
	Iteration 9F: 3 clusters Score -2.102339e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109016 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -21025700.000000 Penalty: 5918.964844
	Iteration 10Q: 3 clusters Score -2.10257e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111732 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -21026966.000000 Penalty: 5918.964844
	Iteration 11Q: 3 clusters Score -2.102697e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114358 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -21028080.000000 Penalty: 5918.964844
	Iteration 12Q: 3 clusters Score -2.102808e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116942 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -21029038.000000 Penalty: 5918.964844
	Iteration 13Q: 3 clusters Score -2.102904e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119529 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -21029920.000000 Penalty: 5918.964844
	Iteration 14Q: 3 clusters Score -2.102992e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122083 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -21030842.000000 Penalty: 5918.964844
	Iteration 15Q: 3 clusters Score -2.103084e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124620 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -21031688.000000 Penalty: 5918.964844
	Iteration 16Q: 3 clusters Score -2.103169e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127068 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -21032738.000000 Penalty: 5918.964844
	Iteration 17Q: 3 clusters Score -2.103274e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129420 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -21033510.000000 Penalty: 5918.964844
	Iteration 18Q: 3 clusters Score -2.103351e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131712 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -21034378.000000 Penalty: 5918.964844
	Iteration 19Q: 3 clusters Score -2.103438e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133973 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -21035356.000000 Penalty: 5918.964844
	Iteration 20F: 3 clusters Score -2.103536e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136185 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -21036240.000000 Penalty: 5918.964844
	Iteration 21Q: 3 clusters Score -2.103624e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138326 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -21036994.000000 Penalty: 5918.964844
	Iteration 22Q: 3 clusters Score -2.103699e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140279 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -21037748.000000 Penalty: 5918.964844
	Iteration 23Q: 3 clusters Score -2.103775e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142057 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -21038444.000000 Penalty: 5918.964844
	Iteration 24Q: 3 clusters Score -2.103844e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143680 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -21039036.000000 Penalty: 5918.964844
	Iteration 25Q: 3 clusters Score -2.103904e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145059 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -21039568.000000 Penalty: 5918.964844
	Iteration 26Q: 3 clusters Score -2.103957e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146240 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -21040028.000000 Penalty: 5918.964844
	Iteration 27Q: 3 clusters Score -2.104003e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147214 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -21040408.000000 Penalty: 5918.964844
	Iteration 28Q: 3 clusters Score -2.104041e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147987 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -21040600.000000 Penalty: 5918.964844
	Iteration 29Q: 3 clusters Score -2.10406e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148600 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -21040868.000000 Penalty: 5918.964844
	Iteration 30Q: 3 clusters Score -2.104087e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149079 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -21040982.000000 Penalty: 5918.964844
	Iteration 31Q: 3 clusters Score -2.104098e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149455 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -21041080.000000 Penalty: 5918.964844
	Iteration 32Q: 3 clusters Score -2.104108e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149761 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -21041152.000000 Penalty: 5918.964844
	Iteration 33Q: 3 clusters Score -2.104115e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149997 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -21041258.000000 Penalty: 5918.964844
	Iteration 34Q: 3 clusters Score -2.104126e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150197 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -21041316.000000 Penalty: 5918.964844
	Iteration 35Q: 3 clusters Score -2.104132e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150348 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -21041392.000000 Penalty: 5918.964844
	Iteration 36Q: 3 clusters Score -2.104139e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150495 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -21041394.000000 Penalty: 5918.964844
	Iteration 37Q: 3 clusters Score -2.104139e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150614 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -21041394.000000 Penalty: 5918.964844
	Iteration 38Q: 3 clusters Score -2.104139e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150707 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -21041412.000000 Penalty: 5918.964844
	Iteration 39Q: 3 clusters Score -2.104141e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150781 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -21041382.000000 Penalty: 5918.964844
	Iteration 40F: 3 clusters Score -2.104138e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150840 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -21041448.000000 Penalty: 5918.964844
	Iteration 41Q: 3 clusters Score -2.104145e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150890 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -21041448.000000 Penalty: 5918.964844
	Iteration 42Q: 3 clusters Score -2.104145e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150932 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -21041466.000000 Penalty: 5918.964844
	Iteration 43Q: 3 clusters Score -2.104147e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150974 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -21041490.000000 Penalty: 5918.964844
	Iteration 44Q: 3 clusters Score -2.104149e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151005 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21041488.000000 Penalty: 5918.964844
	Iteration 45Q: 3 clusters Score -2.104149e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151022 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21041494.000000 Penalty: 5918.964844
	Iteration 46Q: 3 clusters Score -2.104149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151030 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -21041488.000000 Penalty: 5918.964844
	Iteration 47Q: 3 clusters Score -2.104149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151038 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -21041512.000000 Penalty: 5918.964844
	Iteration 48Q: 3 clusters Score -2.104151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151049 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21041520.000000 Penalty: 5918.964844
	Iteration 49Q: 3 clusters Score -2.104152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151057 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -21041512.000000 Penalty: 5918.964844
	Iteration 50Q: 3 clusters Score -2.104151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151061 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -21041522.000000 Penalty: 5918.964844
	Iteration 51Q: 3 clusters Score -2.104152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -21041518.000000 Penalty: 5918.964844
	Iteration 52Q: 3 clusters Score -2.104152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151070 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -21041518.000000 Penalty: 5918.964844
	Iteration 53Q: 3 clusters Score -2.104152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151071 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21041526.000000 Penalty: 5918.964844
	Iteration 54Q: 3 clusters Score -2.104153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151073 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21041536.000000 Penalty: 5918.964844
	Iteration 55Q: 3 clusters Score -2.104154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -21041544.000000 Penalty: 5918.964844
	Iteration 56Q: 3 clusters Score -2.104154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -21041542.000000 Penalty: 5918.964844
	Iteration 57Q: 3 clusters Score -2.104154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151088 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21041542.000000 Penalty: 5918.964844
	Iteration 58Q: 3 clusters Score -2.104154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151092 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21041526.000000 Penalty: 5918.964844
	Iteration 59Q: 3 clusters Score -2.104153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151093 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -21041530.000000 Penalty: 5918.964844
	Iteration 60F: 3 clusters Score -2.104153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151097 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -21041532.000000 Penalty: 5918.964844
	Iteration 61Q: 3 clusters Score -2.104153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151098 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -21041536.000000 Penalty: 5918.964844
	Iteration 62Q: 3 clusters Score -2.104154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151101 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21041524.000000 Penalty: 5918.964844
	Iteration 63Q: 3 clusters Score -2.104152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151103 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21041530.000000 Penalty: 5918.964844
	Iteration 64Q: 3 clusters Score -2.104153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151104 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -21041528.000000 Penalty: 5918.964844
	Iteration 65Q: 3 clusters Score -2.104153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151105 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -21041542.000000 Penalty: 5918.964844
	Iteration 66Q: 3 clusters Score -2.104154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151105 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -21041542.000000 Penalty: 5918.964844
	Iteration 67F: 3 clusters Score -2.104154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (91969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Entering Unmasked Estep 
Score: -12728831.000000 Penalty: 2834.443359
	Iteration 0F: 2 clusters Score -1.272883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -12667654.000000 Penalty: 5668.886719
	Iteration 0F: 3 clusters Score -1.266765e+07 nChanged 43297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -12692934.000000 Penalty: 5668.886719
	Iteration 1F: 3 clusters Score -1.269293e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -12694013.000000 Penalty: 5668.886719
	Iteration 2Q: 3 clusters Score -1.269401e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -12695560.000000 Penalty: 5668.886719
	Iteration 3Q: 3 clusters Score -1.269556e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -12697742.000000 Penalty: 5668.886719
	Iteration 4Q: 3 clusters Score -1.269774e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -12700783.000000 Penalty: 5668.886719
	Iteration 5F: 3 clusters Score -1.270078e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -12705223.000000 Penalty: 5668.886719
	Iteration 6F: 3 clusters Score -1.270522e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -12710329.000000 Penalty: 5668.886719
	Iteration 7F: 3 clusters Score -1.271033e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -12714228.000000 Penalty: 5668.886719
	Iteration 8F: 3 clusters Score -1.271423e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -12716008.000000 Penalty: 5668.886719
	Iteration 9Q: 3 clusters Score -1.271601e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -12716765.000000 Penalty: 5668.886719
	Iteration 10Q: 3 clusters Score -1.271676e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -12717186.000000 Penalty: 5668.886719
	Iteration 11Q: 3 clusters Score -1.271719e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -12717655.000000 Penalty: 5668.886719
	Iteration 12Q: 3 clusters Score -1.271766e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -12718032.000000 Penalty: 5668.886719
	Iteration 13Q: 3 clusters Score -1.271803e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -12718334.000000 Penalty: 5668.886719
	Iteration 14Q: 3 clusters Score -1.271833e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -12718666.000000 Penalty: 5668.886719
	Iteration 15Q: 3 clusters Score -1.271867e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -12719031.000000 Penalty: 5668.886719
	Iteration 16Q: 3 clusters Score -1.271903e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -12719318.000000 Penalty: 5668.886719
	Iteration 17Q: 3 clusters Score -1.271932e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -12719664.000000 Penalty: 5668.886719
	Iteration 18Q: 3 clusters Score -1.271966e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -12719969.000000 Penalty: 5668.886719
	Iteration 19Q: 3 clusters Score -1.271997e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -12720256.000000 Penalty: 5668.886719
	Iteration 20F: 3 clusters Score -1.272026e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -12720508.000000 Penalty: 5668.886719
	Iteration 21Q: 3 clusters Score -1.272051e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -12720798.000000 Penalty: 5668.886719
	Iteration 22Q: 3 clusters Score -1.27208e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
Score: -12721098.000000 Penalty: 5668.886719
	Iteration 23Q: 3 clusters Score -1.27211e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -12721429.000000 Penalty: 5668.886719
	Iteration 24Q: 3 clusters Score -1.272143e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -12721688.000000 Penalty: 5668.886719
	Iteration 25Q: 3 clusters Score -1.272169e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -12721943.000000 Penalty: 5668.886719
	Iteration 26Q: 3 clusters Score -1.272194e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -12722207.000000 Penalty: 5668.886719
	Iteration 27Q: 3 clusters Score -1.272221e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -12722452.000000 Penalty: 5668.886719
	Iteration 28Q: 3 clusters Score -1.272245e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -12722741.000000 Penalty: 5668.886719
	Iteration 29Q: 3 clusters Score -1.272274e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -12723063.000000 Penalty: 5668.886719
	Iteration 30Q: 3 clusters Score -1.272306e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -12723252.000000 Penalty: 5668.886719
	Iteration 31Q: 3 clusters Score -1.272325e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -12723455.000000 Penalty: 5668.886719
	Iteration 32Q: 3 clusters Score -1.272346e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -12723688.000000 Penalty: 5668.886719
	Iteration 33Q: 3 clusters Score -1.272369e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
Score: -12723837.000000 Penalty: 5668.886719
	Iteration 34Q: 3 clusters Score -1.272384e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -12724064.000000 Penalty: 5668.886719
	Iteration 35Q: 3 clusters Score -1.272406e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -12724268.000000 Penalty: 5668.886719
	Iteration 36Q: 3 clusters Score -1.272427e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -12724379.000000 Penalty: 5668.886719
	Iteration 37Q: 3 clusters Score -1.272438e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -12724583.000000 Penalty: 5668.886719
	Iteration 38Q: 3 clusters Score -1.272458e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 83675 members 
Entering Unmasked Estep 
Score: -12724747.000000 Penalty: 5668.886719
	Iteration 39Q: 3 clusters Score -1.272475e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 84234 members 
Entering Unmasked Estep 
Score: -12724906.000000 Penalty: 5668.886719
	Iteration 40F: 3 clusters Score -1.272491e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -12725062.000000 Penalty: 5668.886719
	Iteration 41Q: 3 clusters Score -1.272506e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -12725208.000000 Penalty: 5668.886719
	Iteration 42Q: 3 clusters Score -1.272521e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
Score: -12725323.000000 Penalty: 5668.886719
	Iteration 43Q: 3 clusters Score -1.272532e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -12725438.000000 Penalty: 5668.886719
	Iteration 44Q: 3 clusters Score -1.272544e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -12725602.000000 Penalty: 5668.886719
	Iteration 45Q: 3 clusters Score -1.27256e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -12725715.000000 Penalty: 5668.886719
	Iteration 46Q: 3 clusters Score -1.272572e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -12725822.000000 Penalty: 5668.886719
	Iteration 47Q: 3 clusters Score -1.272582e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -12725938.000000 Penalty: 5668.886719
	Iteration 48Q: 3 clusters Score -1.272594e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -12725999.000000 Penalty: 5668.886719
	Iteration 49Q: 3 clusters Score -1.2726e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -12726071.000000 Penalty: 5668.886719
	Iteration 50Q: 3 clusters Score -1.272607e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 88297 members 
Entering Unmasked Estep 
Score: -12726087.000000 Penalty: 5668.886719
	Iteration 51Q: 3 clusters Score -1.272609e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -12726138.000000 Penalty: 5668.886719
	Iteration 52Q: 3 clusters Score -1.272614e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -12726127.000000 Penalty: 5668.886719
	Iteration 53Q: 3 clusters Score -1.272613e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 88777 members 
Entering Unmasked Estep 
Score: -12726148.000000 Penalty: 5668.886719
	Iteration 54Q: 3 clusters Score -1.272615e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -12726195.000000 Penalty: 5668.886719
	Iteration 55Q: 3 clusters Score -1.27262e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -12726203.000000 Penalty: 5668.886719
	Iteration 56Q: 3 clusters Score -1.27262e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -12726251.000000 Penalty: 5668.886719
	Iteration 57Q: 3 clusters Score -1.272625e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -12726282.000000 Penalty: 5668.886719
	Iteration 58Q: 3 clusters Score -1.272628e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 89377 members 
Entering Unmasked Estep 
Score: -12726301.000000 Penalty: 5668.886719
	Iteration 59Q: 3 clusters Score -1.27263e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -12726351.000000 Penalty: 5668.886719
	Iteration 60F: 3 clusters Score -1.272635e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -12726364.000000 Penalty: 5668.886719
	Iteration 61Q: 3 clusters Score -1.272636e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 89603 members 
Entering Unmasked Estep 
Score: -12726372.000000 Penalty: 5668.886719
	Iteration 62Q: 3 clusters Score -1.272637e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -12726400.000000 Penalty: 5668.886719
	Iteration 63Q: 3 clusters Score -1.27264e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -12726407.000000 Penalty: 5668.886719
	Iteration 64Q: 3 clusters Score -1.272641e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -12726384.000000 Penalty: 5668.886719
	Iteration 65Q: 3 clusters Score -1.272638e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -12726416.000000 Penalty: 5668.886719
	Iteration 66Q: 3 clusters Score -1.272642e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -12726410.000000 Penalty: 5668.886719
	Iteration 67Q: 3 clusters Score -1.272641e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -12726430.000000 Penalty: 5668.886719
	Iteration 68Q: 3 clusters Score -1.272643e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -12726431.000000 Penalty: 5668.886719
	Iteration 69Q: 3 clusters Score -1.272643e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -12726430.000000 Penalty: 5668.886719
	Iteration 70Q: 3 clusters Score -1.272643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -12726438.000000 Penalty: 5668.886719
	Iteration 71Q: 3 clusters Score -1.272644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -12726450.000000 Penalty: 5668.886719
	Iteration 72Q: 3 clusters Score -1.272645e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 89986 members 
Entering Unmasked Estep 
Score: -12726455.000000 Penalty: 5668.886719
	Iteration 73Q: 3 clusters Score -1.272646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -12726458.000000 Penalty: 5668.886719
	Iteration 74Q: 3 clusters Score -1.272646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -12726471.000000 Penalty: 5668.886719
	Iteration 75Q: 3 clusters Score -1.272647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -12726491.000000 Penalty: 5668.886719
	Iteration 76Q: 3 clusters Score -1.272649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -12726528.000000 Penalty: 5668.886719
	Iteration 77Q: 3 clusters Score -1.272653e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -12726520.000000 Penalty: 5668.886719
	Iteration 78Q: 3 clusters Score -1.272652e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -12726511.000000 Penalty: 5668.886719
	Iteration 79Q: 3 clusters Score -1.272651e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 90159 members 
Entering Unmasked Estep 
Score: -12726517.000000 Penalty: 5668.886719
	Iteration 80F: 3 clusters Score -1.272652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -12726529.000000 Penalty: 5668.886719
	Iteration 81Q: 3 clusters Score -1.272653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -12726521.000000 Penalty: 5668.886719
	Iteration 82Q: 3 clusters Score -1.272652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -12726529.000000 Penalty: 5668.886719
	Iteration 83Q: 3 clusters Score -1.272653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -12726522.000000 Penalty: 5668.886719
	Iteration 84Q: 3 clusters Score -1.272652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -12726529.000000 Penalty: 5668.886719
	Iteration 85Q: 3 clusters Score -1.272653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -12726533.000000 Penalty: 5668.886719
	Iteration 86Q: 3 clusters Score -1.272653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -12726534.000000 Penalty: 5668.886719
	Iteration 87Q: 3 clusters Score -1.272653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -12726530.000000 Penalty: 5668.886719
	Iteration 88Q: 3 clusters Score -1.272653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -12726527.000000 Penalty: 5668.886719
	Iteration 89Q: 3 clusters Score -1.272653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -12726528.000000 Penalty: 5668.886719
	Iteration 90Q: 3 clusters Score -1.272653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -12726549.000000 Penalty: 5668.886719
	Iteration 91Q: 3 clusters Score -1.272655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -12726549.000000 Penalty: 5668.886719
	Iteration 92F: 3 clusters Score -1.272655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Entering Unmasked Estep 
Score: -6365574.000000 Penalty: 2661.459229
	Iteration 0F: 2 clusters Score -6365574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -6334686.000000 Penalty: 5322.918457
	Iteration 0F: 3 clusters Score -6334686 nChanged 21024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -6346441.500000 Penalty: 5322.918457
	Iteration 1F: 3 clusters Score -6346442 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -6347155.500000 Penalty: 5322.918457
	Iteration 2Q: 3 clusters Score -6347156 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -6347888.000000 Penalty: 5322.918457
	Iteration 3Q: 3 clusters Score -6347888 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -6348651.500000 Penalty: 5322.918457
	Iteration 4Q: 3 clusters Score -6348652 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -6349520.000000 Penalty: 5322.918457
	Iteration 5Q: 3 clusters Score -6349520 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -6350602.500000 Penalty: 5322.918457
	Iteration 6Q: 3 clusters Score -6350602 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -6351934.000000 Penalty: 5322.918457
	Iteration 7F: 3 clusters Score -6351934 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -6353747.000000 Penalty: 5322.918457
	Iteration 8F: 3 clusters Score -6353747 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -6356142.000000 Penalty: 5322.918457
	Iteration 9F: 3 clusters Score -6356142 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -6358540.500000 Penalty: 5322.918457
	Iteration 10F: 3 clusters Score -6358540 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -6360640.000000 Penalty: 5322.918457
	Iteration 11F: 3 clusters Score -6360640 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -6361940.000000 Penalty: 5322.918457
	Iteration 12Q: 3 clusters Score -6361940 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -6362600.000000 Penalty: 5322.918457
	Iteration 13Q: 3 clusters Score -6362600 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -6362872.500000 Penalty: 5322.918457
	Iteration 14Q: 3 clusters Score -6362872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -6363011.000000 Penalty: 5322.918457
	Iteration 15Q: 3 clusters Score -6363011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -6363095.000000 Penalty: 5322.918457
	Iteration 16Q: 3 clusters Score -6363095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -6363137.500000 Penalty: 5322.918457
	Iteration 17Q: 3 clusters Score -6363138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -6363163.000000 Penalty: 5322.918457
	Iteration 18Q: 3 clusters Score -6363163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -6363169.500000 Penalty: 5322.918457
	Iteration 19Q: 3 clusters Score -6363170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -6363180.000000 Penalty: 5322.918457
	Iteration 20F: 3 clusters Score -6363180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -6363183.000000 Penalty: 5322.918457
	Iteration 21Q: 3 clusters Score -6363183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -6363186.500000 Penalty: 5322.918457
	Iteration 22Q: 3 clusters Score -6363186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -6363187.000000 Penalty: 5322.918457
	Iteration 23Q: 3 clusters Score -6363187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -6363188.000000 Penalty: 5322.918457
	Iteration 24Q: 3 clusters Score -6363188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -6363191.500000 Penalty: 5322.918457
	Iteration 25Q: 3 clusters Score -6363192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -6363194.500000 Penalty: 5322.918457
	Iteration 26Q: 3 clusters Score -6363194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -6363200.000000 Penalty: 5322.918457
	Iteration 27Q: 3 clusters Score -6363200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -6363200.000000 Penalty: 5322.918457
	Iteration 28F: 3 clusters Score -6363200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -107649.437500 Penalty: 1686.993896
	Iteration 0F: 2 clusters Score -107649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105813.507812 Penalty: 3373.987793
	Iteration 0F: 3 clusters Score -105813.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -106206.781250 Penalty: 3373.987793
	Iteration 1F: 3 clusters Score -106206.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -106428.828125 Penalty: 3373.987793
	Iteration 2F: 3 clusters Score -106428.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -106759.343750 Penalty: 3373.987793
	Iteration 3F: 3 clusters Score -106759.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -107182.703125 Penalty: 3373.987793
	Iteration 4F: 3 clusters Score -107182.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -107501.109375 Penalty: 3373.987793
	Iteration 5F: 3 clusters Score -107501.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -107763.937500 Penalty: 3373.987793
	Iteration 6F: 3 clusters Score -107763.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -108037.843750 Penalty: 3373.987793
	Iteration 7Q: 3 clusters Score -108037.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -108145.500000 Penalty: 3373.987793
	Iteration 8Q: 3 clusters Score -108145.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -108355.429688 Penalty: 3373.987793
	Iteration 9Q: 3 clusters Score -108355.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -108394.203125 Penalty: 3373.987793
	Iteration 10Q: 3 clusters Score -108394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -108439.882812 Penalty: 3373.987793
	Iteration 11Q: 3 clusters Score -108439.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -108529.695312 Penalty: 3373.987793
	Iteration 12Q: 3 clusters Score -108529.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -108622.218750 Penalty: 3373.987793
	Iteration 13Q: 3 clusters Score -108622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -108662.289062 Penalty: 3373.987793
	Iteration 14Q: 3 clusters Score -108662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -108663.671875 Penalty: 3373.987793
	Iteration 15Q: 3 clusters Score -108663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -108666.171875 Penalty: 3373.987793
	Iteration 16Q: 3 clusters Score -108666.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -108669.476562 Penalty: 3373.987793
	Iteration 17F: 3 clusters Score -108669.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108684.109375 Penalty: 3373.987793
	Iteration 18Q: 3 clusters Score -108684.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -108697.187500 Penalty: 3373.987793
	Iteration 19Q: 3 clusters Score -108697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -108711.421875 Penalty: 3373.987793
	Iteration 20F: 3 clusters Score -108711.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -108757.968750 Penalty: 3373.987793
	Iteration 21Q: 3 clusters Score -108758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -108875.140625 Penalty: 3373.987793
	Iteration 22Q: 3 clusters Score -108875.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -109083.476562 Penalty: 3373.987793
	Iteration 23Q: 3 clusters Score -109083.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -109098.570312 Penalty: 3373.987793
	Iteration 24Q: 3 clusters Score -109098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -109098.570312 Penalty: 3373.987793
	Iteration 25F: 3 clusters Score -109098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 152268 members 
Mstep: Class 2 contains 91969 members 
Mstep: Class 3 contains 45784 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7646 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 155953 members 
Mstep: Class 10 contains 163526 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54361 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 142062 members 
Mstep: Class 17 contains 29012 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 155490 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 381 members 
Entering Unmasked Estep 
Score: -137423024.000000 Penalty: 72024.632812
Splitting cluster 4 changes total score from -137422640.000000 to -137423024.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -68232.031250 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -68232.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66637.640625 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -66637.64 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66991.710938 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -66991.71 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67261.257812 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -67261.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67584.164062 Penalty: 3167.892090
	Iteration 3F: 3 clusters Score -67584.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67871.656250 Penalty: 3167.892090
	Iteration 4F: 3 clusters Score -67871.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67982.328125 Penalty: 3167.892090
	Iteration 5F: 3 clusters Score -67982.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -68041.695312 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -68041.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -68077.804688 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -68077.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -68113.539062 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -68113.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68128.054688 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -68128.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -68135.507812 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -68135.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -68136.664062 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -68136.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -68136.664062 Penalty: 3167.892090
	Iteration 12F: 3 clusters Score -68136.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Entering Unmasked Estep 
Score: -1023839.250000 Penalty: 2217.600586
	Iteration 0F: 2 clusters Score -1023839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1017682.687500 Penalty: 4435.201172
	Iteration 0F: 3 clusters Score -1017683 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1019365.437500 Penalty: 4435.201172
	Iteration 1F: 3 clusters Score -1019365 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1019651.250000 Penalty: 4435.201172
	Iteration 2F: 3 clusters Score -1019651 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1019825.687500 Penalty: 4435.201172
	Iteration 3Q: 3 clusters Score -1019826 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1019940.250000 Penalty: 4435.201172
	Iteration 4Q: 3 clusters Score -1019940 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1020032.937500 Penalty: 4435.201172
	Iteration 5Q: 3 clusters Score -1020033 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1020099.375000 Penalty: 4435.201172
	Iteration 6Q: 3 clusters Score -1020099 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1020157.562500 Penalty: 4435.201172
	Iteration 7Q: 3 clusters Score -1020158 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1020216.437500 Penalty: 4435.201172
	Iteration 8Q: 3 clusters Score -1020216 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1020279.937500 Penalty: 4435.201172
	Iteration 9Q: 3 clusters Score -1020280 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1020363.250000 Penalty: 4435.201172
	Iteration 10Q: 3 clusters Score -1020363 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1020449.750000 Penalty: 4435.201172
	Iteration 11Q: 3 clusters Score -1020450 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1020531.375000 Penalty: 4435.201172
	Iteration 12Q: 3 clusters Score -1020531 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1020622.687500 Penalty: 4435.201172
	Iteration 13Q: 3 clusters Score -1020623 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1020715.750000 Penalty: 4435.201172
	Iteration 14Q: 3 clusters Score -1020716 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1020822.937500 Penalty: 4435.201172
	Iteration 15Q: 3 clusters Score -1020823 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1020935.625000 Penalty: 4435.201172
	Iteration 16Q: 3 clusters Score -1020936 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1021054.687500 Penalty: 4435.201172
	Iteration 17Q: 3 clusters Score -1021055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1021150.875000 Penalty: 4435.201172
	Iteration 18Q: 3 clusters Score -1021151 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1021239.625000 Penalty: 4435.201172
	Iteration 19Q: 3 clusters Score -1021240 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1021343.250000 Penalty: 4435.201172
	Iteration 20F: 3 clusters Score -1021343 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1021429.187500 Penalty: 4435.201172
	Iteration 21Q: 3 clusters Score -1021429 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1021514.500000 Penalty: 4435.201172
	Iteration 22Q: 3 clusters Score -1021514 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1021598.562500 Penalty: 4435.201172
	Iteration 23Q: 3 clusters Score -1021599 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1021681.875000 Penalty: 4435.201172
	Iteration 24Q: 3 clusters Score -1021682 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1021757.125000 Penalty: 4435.201172
	Iteration 25Q: 3 clusters Score -1021757 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1021827.437500 Penalty: 4435.201172
	Iteration 26Q: 3 clusters Score -1021827 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1021896.750000 Penalty: 4435.201172
	Iteration 27Q: 3 clusters Score -1021897 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1021944.937500 Penalty: 4435.201172
	Iteration 28Q: 3 clusters Score -1021945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1021970.062500 Penalty: 4435.201172
	Iteration 29Q: 3 clusters Score -1021970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1021991.875000 Penalty: 4435.201172
	Iteration 30Q: 3 clusters Score -1021992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1022010.062500 Penalty: 4435.201172
	Iteration 31Q: 3 clusters Score -1022010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1022025.250000 Penalty: 4435.201172
	Iteration 32Q: 3 clusters Score -1022025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1022038.062500 Penalty: 4435.201172
	Iteration 33Q: 3 clusters Score -1022038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1022049.750000 Penalty: 4435.201172
	Iteration 34Q: 3 clusters Score -1022050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1022062.312500 Penalty: 4435.201172
	Iteration 35Q: 3 clusters Score -1022062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1022072.937500 Penalty: 4435.201172
	Iteration 36Q: 3 clusters Score -1022073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1022078.062500 Penalty: 4435.201172
	Iteration 37Q: 3 clusters Score -1022078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1022078.375000 Penalty: 4435.201172
	Iteration 38Q: 3 clusters Score -1022078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1022082.250000 Penalty: 4435.201172
	Iteration 39Q: 3 clusters Score -1022082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1022084.062500 Penalty: 4435.201172
	Iteration 40F: 3 clusters Score -1022084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1022084.187500 Penalty: 4435.201172
	Iteration 41Q: 3 clusters Score -1022084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1022084.312500 Penalty: 4435.201172
	Iteration 42Q: 3 clusters Score -1022084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1022083.937500 Penalty: 4435.201172
	Iteration 43Q: 3 clusters Score -1022084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1022085.375000 Penalty: 4435.201172
	Iteration 44Q: 3 clusters Score -1022085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1022086.500000 Penalty: 4435.201172
	Iteration 45Q: 3 clusters Score -1022086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1022086.500000 Penalty: 4435.201172
	Iteration 46F: 3 clusters Score -1022086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Entering Unmasked Estep 
Score: -392012.531250 Penalty: 1969.617798
	Iteration 0F: 2 clusters Score -392012.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -388913.937500 Penalty: 3939.235596
	Iteration 0F: 3 clusters Score -388913.9 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -389538.656250 Penalty: 3939.235596
	Iteration 1F: 3 clusters Score -389538.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -389670.468750 Penalty: 3939.235596
	Iteration 2F: 3 clusters Score -389670.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -389741.062500 Penalty: 3939.235596
	Iteration 3Q: 3 clusters Score -389741.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -389780.531250 Penalty: 3939.235596
	Iteration 4Q: 3 clusters Score -389780.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -389808.500000 Penalty: 3939.235596
	Iteration 5Q: 3 clusters Score -389808.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -389834.812500 Penalty: 3939.235596
	Iteration 6Q: 3 clusters Score -389834.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -389859.968750 Penalty: 3939.235596
	Iteration 7Q: 3 clusters Score -389860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -389880.218750 Penalty: 3939.235596
	Iteration 8Q: 3 clusters Score -389880.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -389895.093750 Penalty: 3939.235596
	Iteration 9Q: 3 clusters Score -389895.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -389902.125000 Penalty: 3939.235596
	Iteration 10Q: 3 clusters Score -389902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -389903.781250 Penalty: 3939.235596
	Iteration 11Q: 3 clusters Score -389903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -389904.718750 Penalty: 3939.235596
	Iteration 12Q: 3 clusters Score -389904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -389907.000000 Penalty: 3939.235596
	Iteration 13Q: 3 clusters Score -389907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -389907.281250 Penalty: 3939.235596
	Iteration 14Q: 3 clusters Score -389907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -389908.593750 Penalty: 3939.235596
	Iteration 15Q: 3 clusters Score -389908.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -389908.593750 Penalty: 3939.235596
	Iteration 16F: 3 clusters Score -389908.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Entering Unmasked Estep 
Score: -403395.375000 Penalty: 1996.811523
	Iteration 0F: 2 clusters Score -403395.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -400062.250000 Penalty: 3993.623047
	Iteration 0F: 3 clusters Score -400062.2 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -400763.843750 Penalty: 3993.623047
	Iteration 1F: 3 clusters Score -400763.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -400945.218750 Penalty: 3993.623047
	Iteration 2F: 3 clusters Score -400945.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -401044.906250 Penalty: 3993.623047
	Iteration 3Q: 3 clusters Score -401044.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -401121.156250 Penalty: 3993.623047
	Iteration 4Q: 3 clusters Score -401121.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -401185.125000 Penalty: 3993.623047
	Iteration 5Q: 3 clusters Score -401185.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -401241.656250 Penalty: 3993.623047
	Iteration 6Q: 3 clusters Score -401241.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -401296.468750 Penalty: 3993.623047
	Iteration 7Q: 3 clusters Score -401296.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -401361.375000 Penalty: 3993.623047
	Iteration 8Q: 3 clusters Score -401361.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -401434.343750 Penalty: 3993.623047
	Iteration 9Q: 3 clusters Score -401434.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -401514.500000 Penalty: 3993.623047
	Iteration 10Q: 3 clusters Score -401514.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -401597.562500 Penalty: 3993.623047
	Iteration 11Q: 3 clusters Score -401597.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -401661.281250 Penalty: 3993.623047
	Iteration 12Q: 3 clusters Score -401661.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -401704.593750 Penalty: 3993.623047
	Iteration 13Q: 3 clusters Score -401704.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -401744.500000 Penalty: 3993.623047
	Iteration 14Q: 3 clusters Score -401744.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -401777.687500 Penalty: 3993.623047
	Iteration 15Q: 3 clusters Score -401777.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -401807.562500 Penalty: 3993.623047
	Iteration 16Q: 3 clusters Score -401807.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -401840.343750 Penalty: 3993.623047
	Iteration 17Q: 3 clusters Score -401840.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -401867.218750 Penalty: 3993.623047
	Iteration 18Q: 3 clusters Score -401867.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -401894.593750 Penalty: 3993.623047
	Iteration 19Q: 3 clusters Score -401894.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -401928.625000 Penalty: 3993.623047
	Iteration 20F: 3 clusters Score -401928.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -401958.718750 Penalty: 3993.623047
	Iteration 21Q: 3 clusters Score -401958.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -401989.437500 Penalty: 3993.623047
	Iteration 22Q: 3 clusters Score -401989.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -402021.593750 Penalty: 3993.623047
	Iteration 23Q: 3 clusters Score -402021.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -402062.656250 Penalty: 3993.623047
	Iteration 24Q: 3 clusters Score -402062.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -402098.843750 Penalty: 3993.623047
	Iteration 25Q: 3 clusters Score -402098.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -402133.750000 Penalty: 3993.623047
	Iteration 26Q: 3 clusters Score -402133.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -402173.125000 Penalty: 3993.623047
	Iteration 27Q: 3 clusters Score -402173.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -402194.406250 Penalty: 3993.623047
	Iteration 28Q: 3 clusters Score -402194.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -402210.625000 Penalty: 3993.623047
	Iteration 29Q: 3 clusters Score -402210.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -402236.625000 Penalty: 3993.623047
	Iteration 30Q: 3 clusters Score -402236.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -402249.968750 Penalty: 3993.623047
	Iteration 31Q: 3 clusters Score -402250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -402261.281250 Penalty: 3993.623047
	Iteration 32Q: 3 clusters Score -402261.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -402266.468750 Penalty: 3993.623047
	Iteration 33Q: 3 clusters Score -402266.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -402270.093750 Penalty: 3993.623047
	Iteration 34Q: 3 clusters Score -402270.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -402272.437500 Penalty: 3993.623047
	Iteration 35Q: 3 clusters Score -402272.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -402273.562500 Penalty: 3993.623047
	Iteration 36Q: 3 clusters Score -402273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -402273.562500 Penalty: 3993.623047
	Iteration 37F: 3 clusters Score -402273.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155953 members 
Entering Unmasked Estep 
Score: -21581142.000000 Penalty: 2965.412842
	Iteration 0F: 2 clusters Score -2.158114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -21479470.000000 Penalty: 5930.825684
	Iteration 0F: 3 clusters Score -2.147947e+07 nChanged 74657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 74603 members 
Entering Unmasked Estep 
Score: -21523574.000000 Penalty: 5930.825684
	Iteration 1F: 3 clusters Score -2.152357e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -21525266.000000 Penalty: 5930.825684
	Iteration 2Q: 3 clusters Score -2.152527e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87783 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -21527478.000000 Penalty: 5930.825684
	Iteration 3Q: 3 clusters Score -2.152748e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -21530894.000000 Penalty: 5930.825684
	Iteration 4Q: 3 clusters Score -2.153089e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101100 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -21536176.000000 Penalty: 5930.825684
	Iteration 5F: 3 clusters Score -2.153618e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -21543842.000000 Penalty: 5930.825684
	Iteration 6F: 3 clusters Score -2.154384e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120952 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -21553538.000000 Penalty: 5930.825684
	Iteration 7F: 3 clusters Score -2.155354e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130033 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -21562416.000000 Penalty: 5930.825684
	Iteration 8F: 3 clusters Score -2.156242e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136584 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -21568646.000000 Penalty: 5930.825684
	Iteration 9Q: 3 clusters Score -2.156865e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141165 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -21572520.000000 Penalty: 5930.825684
	Iteration 10Q: 3 clusters Score -2.157252e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -21574690.000000 Penalty: 5930.825684
	Iteration 11Q: 3 clusters Score -2.157469e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146791 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -21575746.000000 Penalty: 5930.825684
	Iteration 12Q: 3 clusters Score -2.157575e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148735 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -21576500.000000 Penalty: 5930.825684
	Iteration 13Q: 3 clusters Score -2.15765e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150300 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -21577148.000000 Penalty: 5930.825684
	Iteration 14Q: 3 clusters Score -2.157715e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151473 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -21577538.000000 Penalty: 5930.825684
	Iteration 15Q: 3 clusters Score -2.157754e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -21577870.000000 Penalty: 5930.825684
	Iteration 16Q: 3 clusters Score -2.157787e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -21578062.000000 Penalty: 5930.825684
	Iteration 17Q: 3 clusters Score -2.157806e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153596 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -21578344.000000 Penalty: 5930.825684
	Iteration 18Q: 3 clusters Score -2.157834e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154004 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -21578468.000000 Penalty: 5930.825684
	Iteration 19Q: 3 clusters Score -2.157847e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154301 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21578558.000000 Penalty: 5930.825684
	Iteration 20F: 3 clusters Score -2.157856e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154500 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -21578554.000000 Penalty: 5930.825684
	Iteration 21Q: 3 clusters Score -2.157855e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154648 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -21578572.000000 Penalty: 5930.825684
	Iteration 22Q: 3 clusters Score -2.157857e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154762 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -21578618.000000 Penalty: 5930.825684
	Iteration 23Q: 3 clusters Score -2.157862e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154846 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -21578680.000000 Penalty: 5930.825684
	Iteration 24Q: 3 clusters Score -2.157868e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154919 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -21578738.000000 Penalty: 5930.825684
	Iteration 25Q: 3 clusters Score -2.157874e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154982 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -21578714.000000 Penalty: 5930.825684
	Iteration 26Q: 3 clusters Score -2.157871e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155022 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -21578738.000000 Penalty: 5930.825684
	Iteration 27Q: 3 clusters Score -2.157874e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155055 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -21578736.000000 Penalty: 5930.825684
	Iteration 28Q: 3 clusters Score -2.157874e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155090 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -21578742.000000 Penalty: 5930.825684
	Iteration 29Q: 3 clusters Score -2.157874e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155110 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -21578754.000000 Penalty: 5930.825684
	Iteration 30Q: 3 clusters Score -2.157875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -21578758.000000 Penalty: 5930.825684
	Iteration 31Q: 3 clusters Score -2.157876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155147 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -21578760.000000 Penalty: 5930.825684
	Iteration 32Q: 3 clusters Score -2.157876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155159 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -21578782.000000 Penalty: 5930.825684
	Iteration 33Q: 3 clusters Score -2.157878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155169 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -21578778.000000 Penalty: 5930.825684
	Iteration 34Q: 3 clusters Score -2.157878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155176 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -21578780.000000 Penalty: 5930.825684
	Iteration 35Q: 3 clusters Score -2.157878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155184 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -21578780.000000 Penalty: 5930.825684
	Iteration 36Q: 3 clusters Score -2.157878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155193 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21578778.000000 Penalty: 5930.825684
	Iteration 37Q: 3 clusters Score -2.157878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -21578772.000000 Penalty: 5930.825684
	Iteration 38Q: 3 clusters Score -2.157877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155201 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21578784.000000 Penalty: 5930.825684
	Iteration 39Q: 3 clusters Score -2.157878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155204 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -21578780.000000 Penalty: 5930.825684
	Iteration 40F: 3 clusters Score -2.157878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -21578788.000000 Penalty: 5930.825684
	Iteration 41Q: 3 clusters Score -2.157879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -21578788.000000 Penalty: 5930.825684
	Iteration 42Q: 3 clusters Score -2.157879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -21578800.000000 Penalty: 5930.825684
	Iteration 43Q: 3 clusters Score -2.15788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155208 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21578794.000000 Penalty: 5930.825684
	Iteration 44Q: 3 clusters Score -2.157879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155208 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21578794.000000 Penalty: 5930.825684
	Iteration 45F: 3 clusters Score -2.157879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (163526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163526 members 
Entering Unmasked Estep 
Score: -22530526.000000 Penalty: 2977.172363
	Iteration 0F: 2 clusters Score -2.253053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -22423436.000000 Penalty: 5954.344727
	Iteration 0F: 3 clusters Score -2.242344e+07 nChanged 78289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -22469114.000000 Penalty: 5954.344727
	Iteration 1F: 3 clusters Score -2.246911e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 84946 members 
Entering Unmasked Estep 
Score: -22470124.000000 Penalty: 5954.344727
	Iteration 2Q: 3 clusters Score -2.247012e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 86918 members 
Entering Unmasked Estep 
Score: -22471340.000000 Penalty: 5954.344727
	Iteration 3Q: 3 clusters Score -2.247134e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73642 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -22472450.000000 Penalty: 5954.344727
	Iteration 4Q: 3 clusters Score -2.247245e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 94196 members 
Entering Unmasked Estep 
Score: -22474534.000000 Penalty: 5954.344727
	Iteration 5Q: 3 clusters Score -2.247453e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 100282 members 
Entering Unmasked Estep 
Score: -22477626.000000 Penalty: 5954.344727
	Iteration 6Q: 3 clusters Score -2.247763e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 108639 members 
Entering Unmasked Estep 
Score: -22482698.000000 Penalty: 5954.344727
	Iteration 7F: 3 clusters Score -2.24827e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -22491234.000000 Penalty: 5954.344727
	Iteration 8F: 3 clusters Score -2.249123e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 131551 members 
Entering Unmasked Estep 
Score: -22501638.000000 Penalty: 5954.344727
	Iteration 9F: 3 clusters Score -2.250164e+07 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 142759 members 
Entering Unmasked Estep 
Score: -22511820.000000 Penalty: 5954.344727
	Iteration 10F: 3 clusters Score -2.251182e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 151290 members 
Entering Unmasked Estep 
Score: -22519552.000000 Penalty: 5954.344727
	Iteration 11F: 3 clusters Score -2.251955e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -22523816.000000 Penalty: 5954.344727
	Iteration 12Q: 3 clusters Score -2.252382e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 159926 members 
Entering Unmasked Estep 
Score: -22525962.000000 Penalty: 5954.344727
	Iteration 13Q: 3 clusters Score -2.252596e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 161612 members 
Entering Unmasked Estep 
Score: -22527008.000000 Penalty: 5954.344727
	Iteration 14Q: 3 clusters Score -2.252701e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 162410 members 
Entering Unmasked Estep 
Score: -22527504.000000 Penalty: 5954.344727
	Iteration 15Q: 3 clusters Score -2.25275e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 162767 members 
Entering Unmasked Estep 
Score: -22527806.000000 Penalty: 5954.344727
	Iteration 16Q: 3 clusters Score -2.252781e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 162911 members 
Entering Unmasked Estep 
Score: -22527916.000000 Penalty: 5954.344727
	Iteration 17Q: 3 clusters Score -2.252792e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 162983 members 
Entering Unmasked Estep 
Score: -22527988.000000 Penalty: 5954.344727
	Iteration 18Q: 3 clusters Score -2.252799e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 163016 members 
Entering Unmasked Estep 
Score: -22528006.000000 Penalty: 5954.344727
	Iteration 19Q: 3 clusters Score -2.252801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 163030 members 
Entering Unmasked Estep 
Score: -22527992.000000 Penalty: 5954.344727
	Iteration 20F: 3 clusters Score -2.252799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 163038 members 
Entering Unmasked Estep 
Score: -22528006.000000 Penalty: 5954.344727
	Iteration 21Q: 3 clusters Score -2.252801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 163047 members 
Entering Unmasked Estep 
Score: -22528000.000000 Penalty: 5954.344727
	Iteration 22Q: 3 clusters Score -2.2528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 163052 members 
Entering Unmasked Estep 
Score: -22527992.000000 Penalty: 5954.344727
	Iteration 23Q: 3 clusters Score -2.252799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 163060 members 
Entering Unmasked Estep 
Score: -22528000.000000 Penalty: 5954.344727
	Iteration 24Q: 3 clusters Score -2.2528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 163066 members 
Entering Unmasked Estep 
Score: -22527986.000000 Penalty: 5954.344727
	Iteration 25Q: 3 clusters Score -2.252799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 163074 members 
Entering Unmasked Estep 
Score: -22527998.000000 Penalty: 5954.344727
	Iteration 26Q: 3 clusters Score -2.2528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 163078 members 
Entering Unmasked Estep 
Score: -22527992.000000 Penalty: 5954.344727
	Iteration 27Q: 3 clusters Score -2.252799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 163078 members 
Entering Unmasked Estep 
Score: -22527998.000000 Penalty: 5954.344727
	Iteration 28Q: 3 clusters Score -2.2528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 163079 members 
Entering Unmasked Estep 
Score: -22528016.000000 Penalty: 5954.344727
	Iteration 29Q: 3 clusters Score -2.252802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 163082 members 
Entering Unmasked Estep 
Score: -22528024.000000 Penalty: 5954.344727
	Iteration 30Q: 3 clusters Score -2.252802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 163083 members 
Entering Unmasked Estep 
Score: -22528016.000000 Penalty: 5954.344727
	Iteration 31Q: 3 clusters Score -2.252802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 163082 members 
Entering Unmasked Estep 
Score: -22528008.000000 Penalty: 5954.344727
	Iteration 32Q: 3 clusters Score -2.252801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 163081 members 
Entering Unmasked Estep 
Score: -22528016.000000 Penalty: 5954.344727
	Iteration 33Q: 3 clusters Score -2.252802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 163081 members 
Entering Unmasked Estep 
Score: -22528016.000000 Penalty: 5954.344727
	Iteration 34F: 3 clusters Score -2.252802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -84037.031250 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -84037.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82401.617188 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -82401.62 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82826.632812 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -82826.63 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83100.007812 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -83100.01 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83427.703125 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -83427.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83835.789062 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -83835.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -83975.335938 Penalty: 3264.684326
	Iteration 5F: 3 clusters Score -83975.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -84123.437500 Penalty: 3264.684326
	Iteration 6F: 3 clusters Score -84123.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -84219.796875 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -84219.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -84268.250000 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -84268.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -84305.078125 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -84305.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -84325.804688 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -84325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -84373.304688 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -84373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -84421.648438 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -84421.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -84426.796875 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -84426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -84426.796875 Penalty: 3264.684326
	Iteration 14F: 3 clusters Score -84426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 152268 members 
Mstep: Class 2 contains 91969 members 
Mstep: Class 3 contains 45784 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7646 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 155953 members 
Mstep: Class 10 contains 163526 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 54361 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 142062 members 
Mstep: Class 17 contains 29012 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 155490 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 141 members 
Entering Unmasked Estep 
Score: -137421616.000000 Penalty: 75454.375000
Splitting cluster 11 changes total score from -137422640.000000 to -137421616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (54361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Entering Unmasked Estep 
Score: -7320141.500000 Penalty: 2704.043701
	Iteration 0F: 2 clusters Score -7320142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -7283600.500000 Penalty: 5408.087402
	Iteration 0F: 3 clusters Score -7283600 nChanged 25185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -7297496.000000 Penalty: 5408.087402
	Iteration 1F: 3 clusters Score -7297496 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -7298060.000000 Penalty: 5408.087402
	Iteration 2Q: 3 clusters Score -7298060 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -7298444.500000 Penalty: 5408.087402
	Iteration 3Q: 3 clusters Score -7298444 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -7298864.000000 Penalty: 5408.087402
	Iteration 4Q: 3 clusters Score -7298864 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -7299224.000000 Penalty: 5408.087402
	Iteration 5Q: 3 clusters Score -7299224 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -7299602.000000 Penalty: 5408.087402
	Iteration 6Q: 3 clusters Score -7299602 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -7300027.000000 Penalty: 5408.087402
	Iteration 7Q: 3 clusters Score -7300027 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -7300438.500000 Penalty: 5408.087402
	Iteration 8Q: 3 clusters Score -7300438 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -7300906.500000 Penalty: 5408.087402
	Iteration 9Q: 3 clusters Score -7300906 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -7301503.500000 Penalty: 5408.087402
	Iteration 10Q: 3 clusters Score -7301504 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -7302293.000000 Penalty: 5408.087402
	Iteration 11Q: 3 clusters Score -7302293 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -7303358.500000 Penalty: 5408.087402
	Iteration 12Q: 3 clusters Score -7303358 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -7304632.000000 Penalty: 5408.087402
	Iteration 13Q: 3 clusters Score -7304632 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -7306098.000000 Penalty: 5408.087402
	Iteration 14Q: 3 clusters Score -7306098 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -7307436.000000 Penalty: 5408.087402
	Iteration 15Q: 3 clusters Score -7307436 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -7308361.500000 Penalty: 5408.087402
	Iteration 16Q: 3 clusters Score -7308362 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -7308905.500000 Penalty: 5408.087402
	Iteration 17Q: 3 clusters Score -7308906 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -7309315.500000 Penalty: 5408.087402
	Iteration 18Q: 3 clusters Score -7309316 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -7309618.000000 Penalty: 5408.087402
	Iteration 19Q: 3 clusters Score -7309618 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -7309946.500000 Penalty: 5408.087402
	Iteration 20F: 3 clusters Score -7309946 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -7310281.000000 Penalty: 5408.087402
	Iteration 21Q: 3 clusters Score -7310281 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -7310704.500000 Penalty: 5408.087402
	Iteration 22Q: 3 clusters Score -7310704 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -7311181.000000 Penalty: 5408.087402
	Iteration 23Q: 3 clusters Score -7311181 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -7311681.500000 Penalty: 5408.087402
	Iteration 24Q: 3 clusters Score -7311682 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -7312234.000000 Penalty: 5408.087402
	Iteration 25Q: 3 clusters Score -7312234 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -7312845.000000 Penalty: 5408.087402
	Iteration 26Q: 3 clusters Score -7312845 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -7313471.500000 Penalty: 5408.087402
	Iteration 27Q: 3 clusters Score -7313472 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -7314077.500000 Penalty: 5408.087402
	Iteration 28Q: 3 clusters Score -7314078 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -7314709.000000 Penalty: 5408.087402
	Iteration 29Q: 3 clusters Score -7314709 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -7315360.500000 Penalty: 5408.087402
	Iteration 30Q: 3 clusters Score -7315360 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -7315897.000000 Penalty: 5408.087402
	Iteration 31Q: 3 clusters Score -7315897 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -7316370.500000 Penalty: 5408.087402
	Iteration 32Q: 3 clusters Score -7316370 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -7316702.000000 Penalty: 5408.087402
	Iteration 33Q: 3 clusters Score -7316702 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -7316958.500000 Penalty: 5408.087402
	Iteration 34Q: 3 clusters Score -7316958 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -7317116.000000 Penalty: 5408.087402
	Iteration 35Q: 3 clusters Score -7317116 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -7317275.000000 Penalty: 5408.087402
	Iteration 36Q: 3 clusters Score -7317275 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -7317426.500000 Penalty: 5408.087402
	Iteration 37Q: 3 clusters Score -7317426 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -7317519.000000 Penalty: 5408.087402
	Iteration 38Q: 3 clusters Score -7317519 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -7317610.000000 Penalty: 5408.087402
	Iteration 39Q: 3 clusters Score -7317610 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -7317671.000000 Penalty: 5408.087402
	Iteration 40F: 3 clusters Score -7317671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -7317717.500000 Penalty: 5408.087402
	Iteration 41Q: 3 clusters Score -7317718 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -7317754.500000 Penalty: 5408.087402
	Iteration 42Q: 3 clusters Score -7317754 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -7317794.000000 Penalty: 5408.087402
	Iteration 43Q: 3 clusters Score -7317794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -7317815.000000 Penalty: 5408.087402
	Iteration 44Q: 3 clusters Score -7317815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -7317833.000000 Penalty: 5408.087402
	Iteration 45Q: 3 clusters Score -7317833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -7317842.000000 Penalty: 5408.087402
	Iteration 46Q: 3 clusters Score -7317842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -7317866.500000 Penalty: 5408.087402
	Iteration 47Q: 3 clusters Score -7317866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -7317874.000000 Penalty: 5408.087402
	Iteration 48Q: 3 clusters Score -7317874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -7317881.500000 Penalty: 5408.087402
	Iteration 49Q: 3 clusters Score -7317882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -7317884.000000 Penalty: 5408.087402
	Iteration 50Q: 3 clusters Score -7317884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -7317898.500000 Penalty: 5408.087402
	Iteration 51Q: 3 clusters Score -7317898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -7317900.500000 Penalty: 5408.087402
	Iteration 52Q: 3 clusters Score -7317900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -7317913.000000 Penalty: 5408.087402
	Iteration 53Q: 3 clusters Score -7317913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -7317932.500000 Penalty: 5408.087402
	Iteration 54Q: 3 clusters Score -7317932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -7317929.500000 Penalty: 5408.087402
	Iteration 55Q: 3 clusters Score -7317930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -7317943.500000 Penalty: 5408.087402
	Iteration 56Q: 3 clusters Score -7317944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -7317950.000000 Penalty: 5408.087402
	Iteration 57Q: 3 clusters Score -7317950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -7317949.000000 Penalty: 5408.087402
	Iteration 58Q: 3 clusters Score -7317949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -7317955.000000 Penalty: 5408.087402
	Iteration 59Q: 3 clusters Score -7317955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -7317962.500000 Penalty: 5408.087402
	Iteration 60F: 3 clusters Score -7317962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -7317963.500000 Penalty: 5408.087402
	Iteration 61Q: 3 clusters Score -7317964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -7317967.000000 Penalty: 5408.087402
	Iteration 62Q: 3 clusters Score -7317967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -7317960.500000 Penalty: 5408.087402
	Iteration 63Q: 3 clusters Score -7317960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -7317963.500000 Penalty: 5408.087402
	Iteration 64Q: 3 clusters Score -7317964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -7317960.000000 Penalty: 5408.087402
	Iteration 65Q: 3 clusters Score -7317960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -7317955.000000 Penalty: 5408.087402
	Iteration 66Q: 3 clusters Score -7317955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -7317955.000000 Penalty: 5408.087402
	Iteration 67F: 3 clusters Score -7317955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -182281.437500 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -182281.4 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 712 members 
Entering Unmasked Estep 
Score: -180036.609375 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -180036.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -180432.046875 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -180432 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -180645.265625 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -180645.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -180870.859375 Penalty: 3594.198486
	Iteration 3F: 3 clusters Score -180870.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -181098.031250 Penalty: 3594.198486
	Iteration 4F: 3 clusters Score -181098 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -181570.531250 Penalty: 3594.198486
	Iteration 5F: 3 clusters Score -181570.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -182550.843750 Penalty: 3594.198486
	Iteration 6F: 3 clusters Score -182550.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -182846.906250 Penalty: 3594.198486
	Iteration 7F: 3 clusters Score -182846.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -182998.984375 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -182999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -183153.734375 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -183153.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -183241.125000 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -183241.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -183290.078125 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -183290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -183309.109375 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -183309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -183317.937500 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -183317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -183318.406250 Penalty: 3594.198486
	Iteration 14F: 3 clusters Score -183318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -183328.984375 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -183329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -183329.140625 Penalty: 3594.198486
	Iteration 16F: 3 clusters Score -183329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -183355.546875 Penalty: 3594.198486
	Iteration 17Q: 3 clusters Score -183355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -183443.296875 Penalty: 3594.198486
	Iteration 18Q: 3 clusters Score -183443.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -183446.578125 Penalty: 3594.198486
	Iteration 19Q: 3 clusters Score -183446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -183446.578125 Penalty: 3594.198486
	Iteration 20F: 3 clusters Score -183446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 152268 members 
Mstep: Class 2 contains 91969 members 
Mstep: Class 3 contains 45784 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7646 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 155953 members 
Mstep: Class 10 contains 163526 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54361 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 142062 members 
Mstep: Class 17 contains 29012 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 155490 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 249 members 
Entering Unmasked Estep 
Score: -137422672.000000 Penalty: 75454.375000
Splitting cluster 13 changes total score from -137422640.000000 to -137422672.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -108057.367188 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -108057.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -106267.875000 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -106267.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -106561.335938 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -106561.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -106674.164062 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -106674.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -106757.492188 Penalty: 3347.965820
	Iteration 3Q: 3 clusters Score -106757.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -106832.804688 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -106832.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -106898.398438 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -106898.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -106958.023438 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -106958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -106983.976562 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -106984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106997.328125 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -106997.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -107005.226562 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -107005.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -107027.296875 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -107027.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -107043.820312 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -107043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -107053.429688 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -107053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107064.968750 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -107065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -107067.906250 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -107067.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -107073.093750 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -107073.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -107079.781250 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -107079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -107086.867188 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -107086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -107108.921875 Penalty: 3347.965820
	Iteration 18Q: 3 clusters Score -107108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -107121.250000 Penalty: 3347.965820
	Iteration 19Q: 3 clusters Score -107121.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -107134.781250 Penalty: 3347.965820
	Iteration 20F: 3 clusters Score -107134.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107152.085938 Penalty: 3347.965820
	Iteration 21Q: 3 clusters Score -107152.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -107160.234375 Penalty: 3347.965820
	Iteration 22Q: 3 clusters Score -107160.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -107166.835938 Penalty: 3347.965820
	Iteration 23Q: 3 clusters Score -107166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107172.671875 Penalty: 3347.965820
	Iteration 24Q: 3 clusters Score -107172.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -107184.375000 Penalty: 3347.965820
	Iteration 25Q: 3 clusters Score -107184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107186.984375 Penalty: 3347.965820
	Iteration 26Q: 3 clusters Score -107187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -107189.015625 Penalty: 3347.965820
	Iteration 27Q: 3 clusters Score -107189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -107191.421875 Penalty: 3347.965820
	Iteration 28Q: 3 clusters Score -107191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -107194.398438 Penalty: 3347.965820
	Iteration 29Q: 3 clusters Score -107194.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -107194.398438 Penalty: 3347.965820
	Iteration 30F: 3 clusters Score -107194.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Entering Unmasked Estep 
Score: -504669.875000 Penalty: 2045.440430
	Iteration 0F: 2 clusters Score -504669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -500844.312500 Penalty: 4090.880859
	Iteration 0F: 3 clusters Score -500844.3 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -501704.000000 Penalty: 4090.880859
	Iteration 1F: 3 clusters Score -501704 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -501902.093750 Penalty: 4090.880859
	Iteration 2F: 3 clusters Score -501902.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -502016.750000 Penalty: 4090.880859
	Iteration 3Q: 3 clusters Score -502016.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -502104.531250 Penalty: 4090.880859
	Iteration 4Q: 3 clusters Score -502104.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -502178.812500 Penalty: 4090.880859
	Iteration 5Q: 3 clusters Score -502178.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -502238.750000 Penalty: 4090.880859
	Iteration 6Q: 3 clusters Score -502238.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -502296.500000 Penalty: 4090.880859
	Iteration 7Q: 3 clusters Score -502296.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -502349.156250 Penalty: 4090.880859
	Iteration 8Q: 3 clusters Score -502349.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -502398.812500 Penalty: 4090.880859
	Iteration 9Q: 3 clusters Score -502398.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -502448.781250 Penalty: 4090.880859
	Iteration 10Q: 3 clusters Score -502448.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -502506.250000 Penalty: 4090.880859
	Iteration 11Q: 3 clusters Score -502506.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -502563.187500 Penalty: 4090.880859
	Iteration 12Q: 3 clusters Score -502563.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -502597.031250 Penalty: 4090.880859
	Iteration 13Q: 3 clusters Score -502597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -502628.906250 Penalty: 4090.880859
	Iteration 14Q: 3 clusters Score -502628.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -502656.562500 Penalty: 4090.880859
	Iteration 15Q: 3 clusters Score -502656.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -502683.312500 Penalty: 4090.880859
	Iteration 16Q: 3 clusters Score -502683.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -502701.906250 Penalty: 4090.880859
	Iteration 17Q: 3 clusters Score -502701.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -502725.187500 Penalty: 4090.880859
	Iteration 18Q: 3 clusters Score -502725.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -502751.718750 Penalty: 4090.880859
	Iteration 19Q: 3 clusters Score -502751.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -502773.781250 Penalty: 4090.880859
	Iteration 20F: 3 clusters Score -502773.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -502793.562500 Penalty: 4090.880859
	Iteration 21Q: 3 clusters Score -502793.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -502818.812500 Penalty: 4090.880859
	Iteration 22Q: 3 clusters Score -502818.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -502845.125000 Penalty: 4090.880859
	Iteration 23Q: 3 clusters Score -502845.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -502867.000000 Penalty: 4090.880859
	Iteration 24Q: 3 clusters Score -502867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -502887.625000 Penalty: 4090.880859
	Iteration 25Q: 3 clusters Score -502887.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -502909.062500 Penalty: 4090.880859
	Iteration 26Q: 3 clusters Score -502909.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -502935.031250 Penalty: 4090.880859
	Iteration 27Q: 3 clusters Score -502935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -502962.937500 Penalty: 4090.880859
	Iteration 28Q: 3 clusters Score -502962.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -502989.531250 Penalty: 4090.880859
	Iteration 29Q: 3 clusters Score -502989.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -503006.781250 Penalty: 4090.880859
	Iteration 30Q: 3 clusters Score -503006.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -503026.500000 Penalty: 4090.880859
	Iteration 31Q: 3 clusters Score -503026.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -503041.687500 Penalty: 4090.880859
	Iteration 32Q: 3 clusters Score -503041.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -503054.062500 Penalty: 4090.880859
	Iteration 33Q: 3 clusters Score -503054.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -503065.343750 Penalty: 4090.880859
	Iteration 34Q: 3 clusters Score -503065.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -503076.312500 Penalty: 4090.880859
	Iteration 35Q: 3 clusters Score -503076.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -503088.781250 Penalty: 4090.880859
	Iteration 36Q: 3 clusters Score -503088.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -503102.437500 Penalty: 4090.880859
	Iteration 37Q: 3 clusters Score -503102.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -503120.750000 Penalty: 4090.880859
	Iteration 38Q: 3 clusters Score -503120.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -503131.750000 Penalty: 4090.880859
	Iteration 39Q: 3 clusters Score -503131.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -503142.250000 Penalty: 4090.880859
	Iteration 40F: 3 clusters Score -503142.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -503150.500000 Penalty: 4090.880859
	Iteration 41Q: 3 clusters Score -503150.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -503160.562500 Penalty: 4090.880859
	Iteration 42Q: 3 clusters Score -503160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -503166.062500 Penalty: 4090.880859
	Iteration 43Q: 3 clusters Score -503166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -503169.093750 Penalty: 4090.880859
	Iteration 44Q: 3 clusters Score -503169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -503197.031250 Penalty: 4090.880859
	Iteration 45Q: 3 clusters Score -503197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -503205.937500 Penalty: 4090.880859
	Iteration 46Q: 3 clusters Score -503205.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -503210.375000 Penalty: 4090.880859
	Iteration 47Q: 3 clusters Score -503210.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -503211.875000 Penalty: 4090.880859
	Iteration 48Q: 3 clusters Score -503211.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -503213.218750 Penalty: 4090.880859
	Iteration 49Q: 3 clusters Score -503213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -503213.500000 Penalty: 4090.880859
	Iteration 50Q: 3 clusters Score -503213.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -503213.875000 Penalty: 4090.880859
	Iteration 51Q: 3 clusters Score -503213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -503213.875000 Penalty: 4090.880859
	Iteration 52F: 3 clusters Score -503213.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (142062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142062 members 
Entering Unmasked Estep 
Score: -19582192.000000 Penalty: 2942.276611
	Iteration 0F: 2 clusters Score -1.958219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71194 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -19487530.000000 Penalty: 5884.553223
	Iteration 0F: 3 clusters Score -1.948753e+07 nChanged 67892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -19526960.000000 Penalty: 5884.553223
	Iteration 1F: 3 clusters Score -1.952696e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -19528576.000000 Penalty: 5884.553223
	Iteration 2Q: 3 clusters Score -1.952858e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -19530828.000000 Penalty: 5884.553223
	Iteration 3Q: 3 clusters Score -1.953083e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -19534344.000000 Penalty: 5884.553223
	Iteration 4F: 3 clusters Score -1.953434e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87441 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -19540134.000000 Penalty: 5884.553223
	Iteration 5F: 3 clusters Score -1.954013e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -19548098.000000 Penalty: 5884.553223
	Iteration 6F: 3 clusters Score -1.95481e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101225 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -19557636.000000 Penalty: 5884.553223
	Iteration 7F: 3 clusters Score -1.955764e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -19565116.000000 Penalty: 5884.553223
	Iteration 8F: 3 clusters Score -1.956512e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109315 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -19568910.000000 Penalty: 5884.553223
	Iteration 9Q: 3 clusters Score -1.956891e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111404 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -19570594.000000 Penalty: 5884.553223
	Iteration 10Q: 3 clusters Score -1.957059e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113182 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -19571728.000000 Penalty: 5884.553223
	Iteration 11Q: 3 clusters Score -1.957173e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114836 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -19572424.000000 Penalty: 5884.553223
	Iteration 12Q: 3 clusters Score -1.957242e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116312 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -19573028.000000 Penalty: 5884.553223
	Iteration 13Q: 3 clusters Score -1.957303e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117740 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -19573616.000000 Penalty: 5884.553223
	Iteration 14Q: 3 clusters Score -1.957362e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119135 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -19574210.000000 Penalty: 5884.553223
	Iteration 15Q: 3 clusters Score -1.957421e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120456 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -19574768.000000 Penalty: 5884.553223
	Iteration 16Q: 3 clusters Score -1.957477e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121711 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -19575058.000000 Penalty: 5884.553223
	Iteration 17Q: 3 clusters Score -1.957506e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122878 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -19575392.000000 Penalty: 5884.553223
	Iteration 18Q: 3 clusters Score -1.957539e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124020 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -19575672.000000 Penalty: 5884.553223
	Iteration 19Q: 3 clusters Score -1.957567e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125162 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -19576052.000000 Penalty: 5884.553223
	Iteration 20F: 3 clusters Score -1.957605e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126293 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -19576392.000000 Penalty: 5884.553223
	Iteration 21Q: 3 clusters Score -1.957639e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127419 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -19576634.000000 Penalty: 5884.553223
	Iteration 22Q: 3 clusters Score -1.957663e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128532 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -19577064.000000 Penalty: 5884.553223
	Iteration 23Q: 3 clusters Score -1.957706e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129559 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -19577274.000000 Penalty: 5884.553223
	Iteration 24Q: 3 clusters Score -1.957727e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130539 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -19577580.000000 Penalty: 5884.553223
	Iteration 25Q: 3 clusters Score -1.957758e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131473 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -19577902.000000 Penalty: 5884.553223
	Iteration 26Q: 3 clusters Score -1.95779e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132365 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -19578196.000000 Penalty: 5884.553223
	Iteration 27Q: 3 clusters Score -1.95782e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133150 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -19578464.000000 Penalty: 5884.553223
	Iteration 28Q: 3 clusters Score -1.957846e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133817 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -19578680.000000 Penalty: 5884.553223
	Iteration 29Q: 3 clusters Score -1.957868e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134408 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -19578868.000000 Penalty: 5884.553223
	Iteration 30Q: 3 clusters Score -1.957887e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134931 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -19579040.000000 Penalty: 5884.553223
	Iteration 31Q: 3 clusters Score -1.957904e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135421 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -19579186.000000 Penalty: 5884.553223
	Iteration 32Q: 3 clusters Score -1.957919e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135868 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -19579306.000000 Penalty: 5884.553223
	Iteration 33Q: 3 clusters Score -1.957931e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136262 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -19579380.000000 Penalty: 5884.553223
	Iteration 34Q: 3 clusters Score -1.957938e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -19579538.000000 Penalty: 5884.553223
	Iteration 35Q: 3 clusters Score -1.957954e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136912 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -19579624.000000 Penalty: 5884.553223
	Iteration 36Q: 3 clusters Score -1.957962e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137189 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -19579698.000000 Penalty: 5884.553223
	Iteration 37Q: 3 clusters Score -1.95797e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137449 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -19579744.000000 Penalty: 5884.553223
	Iteration 38Q: 3 clusters Score -1.957974e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137694 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -19579798.000000 Penalty: 5884.553223
	Iteration 39Q: 3 clusters Score -1.95798e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137924 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -19579868.000000 Penalty: 5884.553223
	Iteration 40F: 3 clusters Score -1.957987e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138123 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -19579980.000000 Penalty: 5884.553223
	Iteration 41Q: 3 clusters Score -1.957998e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138303 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -19580040.000000 Penalty: 5884.553223
	Iteration 42Q: 3 clusters Score -1.958004e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138452 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -19580078.000000 Penalty: 5884.553223
	Iteration 43Q: 3 clusters Score -1.958008e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138591 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -19580136.000000 Penalty: 5884.553223
	Iteration 44Q: 3 clusters Score -1.958014e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138691 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -19580186.000000 Penalty: 5884.553223
	Iteration 45Q: 3 clusters Score -1.958019e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138768 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -19580172.000000 Penalty: 5884.553223
	Iteration 46Q: 3 clusters Score -1.958017e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138840 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -19580232.000000 Penalty: 5884.553223
	Iteration 47Q: 3 clusters Score -1.958023e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138908 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -19580208.000000 Penalty: 5884.553223
	Iteration 48Q: 3 clusters Score -1.958021e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138969 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -19580232.000000 Penalty: 5884.553223
	Iteration 49Q: 3 clusters Score -1.958023e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139008 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -19580212.000000 Penalty: 5884.553223
	Iteration 50Q: 3 clusters Score -1.958021e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139060 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -19580222.000000 Penalty: 5884.553223
	Iteration 51Q: 3 clusters Score -1.958022e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139111 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -19580222.000000 Penalty: 5884.553223
	Iteration 52Q: 3 clusters Score -1.958022e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139153 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -19580238.000000 Penalty: 5884.553223
	Iteration 53Q: 3 clusters Score -1.958024e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139197 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -19580252.000000 Penalty: 5884.553223
	Iteration 54Q: 3 clusters Score -1.958025e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139231 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -19580276.000000 Penalty: 5884.553223
	Iteration 55Q: 3 clusters Score -1.958028e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139268 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -19580264.000000 Penalty: 5884.553223
	Iteration 56Q: 3 clusters Score -1.958026e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139300 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -19580282.000000 Penalty: 5884.553223
	Iteration 57Q: 3 clusters Score -1.958028e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139331 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -19580276.000000 Penalty: 5884.553223
	Iteration 58Q: 3 clusters Score -1.958028e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139355 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -19580284.000000 Penalty: 5884.553223
	Iteration 59Q: 3 clusters Score -1.958028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139376 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -19580268.000000 Penalty: 5884.553223
	Iteration 60F: 3 clusters Score -1.958027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139399 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -19580288.000000 Penalty: 5884.553223
	Iteration 61Q: 3 clusters Score -1.958029e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139421 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -19580302.000000 Penalty: 5884.553223
	Iteration 62Q: 3 clusters Score -1.95803e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139446 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -19580304.000000 Penalty: 5884.553223
	Iteration 63Q: 3 clusters Score -1.95803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139463 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -19580312.000000 Penalty: 5884.553223
	Iteration 64Q: 3 clusters Score -1.958031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139477 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -19580312.000000 Penalty: 5884.553223
	Iteration 65Q: 3 clusters Score -1.958031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139486 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -19580326.000000 Penalty: 5884.553223
	Iteration 66Q: 3 clusters Score -1.958033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139497 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -19580316.000000 Penalty: 5884.553223
	Iteration 67Q: 3 clusters Score -1.958032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139504 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -19580332.000000 Penalty: 5884.553223
	Iteration 68Q: 3 clusters Score -1.958033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139510 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -19580326.000000 Penalty: 5884.553223
	Iteration 69Q: 3 clusters Score -1.958033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139516 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -19580310.000000 Penalty: 5884.553223
	Iteration 70Q: 3 clusters Score -1.958031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139520 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -19580306.000000 Penalty: 5884.553223
	Iteration 71Q: 3 clusters Score -1.958031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -19580326.000000 Penalty: 5884.553223
	Iteration 72Q: 3 clusters Score -1.958033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139528 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -19580324.000000 Penalty: 5884.553223
	Iteration 73Q: 3 clusters Score -1.958032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139533 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -19580330.000000 Penalty: 5884.553223
	Iteration 74Q: 3 clusters Score -1.958033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139538 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -19580334.000000 Penalty: 5884.553223
	Iteration 75Q: 3 clusters Score -1.958033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139543 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -19580338.000000 Penalty: 5884.553223
	Iteration 76Q: 3 clusters Score -1.958034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139549 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -19580330.000000 Penalty: 5884.553223
	Iteration 77Q: 3 clusters Score -1.958033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139557 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -19580330.000000 Penalty: 5884.553223
	Iteration 78Q: 3 clusters Score -1.958033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139566 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -19580332.000000 Penalty: 5884.553223
	Iteration 79Q: 3 clusters Score -1.958033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139572 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -19580346.000000 Penalty: 5884.553223
	Iteration 80F: 3 clusters Score -1.958035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139578 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -19580342.000000 Penalty: 5884.553223
	Iteration 81Q: 3 clusters Score -1.958034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139580 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -19580326.000000 Penalty: 5884.553223
	Iteration 82Q: 3 clusters Score -1.958033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139582 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -19580336.000000 Penalty: 5884.553223
	Iteration 83Q: 3 clusters Score -1.958034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139585 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -19580326.000000 Penalty: 5884.553223
	Iteration 84Q: 3 clusters Score -1.958033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139587 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -19580336.000000 Penalty: 5884.553223
	Iteration 85Q: 3 clusters Score -1.958034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139590 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -19580326.000000 Penalty: 5884.553223
	Iteration 86Q: 3 clusters Score -1.958033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139590 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -19580328.000000 Penalty: 5884.553223
	Iteration 87Q: 3 clusters Score -1.958033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139591 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -19580330.000000 Penalty: 5884.553223
	Iteration 88Q: 3 clusters Score -1.958033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139593 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -19580336.000000 Penalty: 5884.553223
	Iteration 89Q: 3 clusters Score -1.958034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139595 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -19580342.000000 Penalty: 5884.553223
	Iteration 90Q: 3 clusters Score -1.958034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139597 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -19580342.000000 Penalty: 5884.553223
	Iteration 91Q: 3 clusters Score -1.958034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139597 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -19580342.000000 Penalty: 5884.553223
	Iteration 92F: 3 clusters Score -1.958034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Entering Unmasked Estep 
Score: -3939756.000000 Penalty: 2548.315430
	Iteration 0F: 2 clusters Score -3939756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3919806.750000 Penalty: 5096.630859
	Iteration 0F: 3 clusters Score -3919807 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3926895.500000 Penalty: 5096.630859
	Iteration 1F: 3 clusters Score -3926896 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3927475.000000 Penalty: 5096.630859
	Iteration 2Q: 3 clusters Score -3927475 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3928115.750000 Penalty: 5096.630859
	Iteration 3Q: 3 clusters Score -3928116 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -3928876.250000 Penalty: 5096.630859
	Iteration 4F: 3 clusters Score -3928876 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3929879.750000 Penalty: 5096.630859
	Iteration 5F: 3 clusters Score -3929880 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3931080.000000 Penalty: 5096.630859
	Iteration 6F: 3 clusters Score -3931080 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3932371.000000 Penalty: 5096.630859
	Iteration 7F: 3 clusters Score -3932371 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3933710.500000 Penalty: 5096.630859
	Iteration 8F: 3 clusters Score -3933710 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3934986.000000 Penalty: 5096.630859
	Iteration 9Q: 3 clusters Score -3934986 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3935956.750000 Penalty: 5096.630859
	Iteration 10Q: 3 clusters Score -3935957 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3936556.250000 Penalty: 5096.630859
	Iteration 11Q: 3 clusters Score -3936556 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3936979.250000 Penalty: 5096.630859
	Iteration 12Q: 3 clusters Score -3936979 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3937270.250000 Penalty: 5096.630859
	Iteration 13Q: 3 clusters Score -3937270 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3937488.000000 Penalty: 5096.630859
	Iteration 14Q: 3 clusters Score -3937488 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3937650.750000 Penalty: 5096.630859
	Iteration 15Q: 3 clusters Score -3937651 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3937742.000000 Penalty: 5096.630859
	Iteration 16Q: 3 clusters Score -3937742 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -3937813.500000 Penalty: 5096.630859
	Iteration 17Q: 3 clusters Score -3937814 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3937862.750000 Penalty: 5096.630859
	Iteration 18Q: 3 clusters Score -3937863 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3937895.250000 Penalty: 5096.630859
	Iteration 19Q: 3 clusters Score -3937895 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3937929.500000 Penalty: 5096.630859
	Iteration 20F: 3 clusters Score -3937930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3937958.500000 Penalty: 5096.630859
	Iteration 21Q: 3 clusters Score -3937958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3937968.500000 Penalty: 5096.630859
	Iteration 22Q: 3 clusters Score -3937968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3937983.000000 Penalty: 5096.630859
	Iteration 23Q: 3 clusters Score -3937983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3937989.250000 Penalty: 5096.630859
	Iteration 24Q: 3 clusters Score -3937989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3938006.250000 Penalty: 5096.630859
	Iteration 25Q: 3 clusters Score -3938006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3938009.000000 Penalty: 5096.630859
	Iteration 26Q: 3 clusters Score -3938009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -3938008.250000 Penalty: 5096.630859
	Iteration 27Q: 3 clusters Score -3938008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3938008.000000 Penalty: 5096.630859
	Iteration 28Q: 3 clusters Score -3938008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3938009.750000 Penalty: 5096.630859
	Iteration 29Q: 3 clusters Score -3938010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -3938011.500000 Penalty: 5096.630859
	Iteration 30Q: 3 clusters Score -3938012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3938010.750000 Penalty: 5096.630859
	Iteration 31Q: 3 clusters Score -3938011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -3938006.750000 Penalty: 5096.630859
	Iteration 32Q: 3 clusters Score -3938007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3938016.750000 Penalty: 5096.630859
	Iteration 33Q: 3 clusters Score -3938017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3938015.500000 Penalty: 5096.630859
	Iteration 34Q: 3 clusters Score -3938016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3938025.250000 Penalty: 5096.630859
	Iteration 35Q: 3 clusters Score -3938025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3938028.750000 Penalty: 5096.630859
	Iteration 36Q: 3 clusters Score -3938029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3938036.000000 Penalty: 5096.630859
	Iteration 37Q: 3 clusters Score -3938036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3938034.250000 Penalty: 5096.630859
	Iteration 38Q: 3 clusters Score -3938034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3938029.500000 Penalty: 5096.630859
	Iteration 39Q: 3 clusters Score -3938030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3938034.500000 Penalty: 5096.630859
	Iteration 40F: 3 clusters Score -3938034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3938041.500000 Penalty: 5096.630859
	Iteration 41Q: 3 clusters Score -3938042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -3938049.750000 Penalty: 5096.630859
	Iteration 42Q: 3 clusters Score -3938050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3938049.250000 Penalty: 5096.630859
	Iteration 43Q: 3 clusters Score -3938049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3938054.250000 Penalty: 5096.630859
	Iteration 44Q: 3 clusters Score -3938054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3938054.000000 Penalty: 5096.630859
	Iteration 45Q: 3 clusters Score -3938054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3938050.250000 Penalty: 5096.630859
	Iteration 46Q: 3 clusters Score -3938050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3938054.250000 Penalty: 5096.630859
	Iteration 47Q: 3 clusters Score -3938054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3938053.750000 Penalty: 5096.630859
	Iteration 48Q: 3 clusters Score -3938054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3938053.750000 Penalty: 5096.630859
	Iteration 49F: 3 clusters Score -3938054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -160940.218750 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -160940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -158910.031250 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -158910 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -159323.000000 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -159323 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -159473.359375 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -159473.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -159551.281250 Penalty: 3517.504150
	Iteration 3F: 3 clusters Score -159551.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -159608.218750 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -159608.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -159647.515625 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -159647.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -159698.828125 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -159698.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -159743.796875 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -159743.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -159767.593750 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -159767.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -159787.421875 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -159787.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -159807.375000 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -159807.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -159826.359375 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -159826.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -159837.562500 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -159837.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -159846.656250 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -159846.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -159861.437500 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -159861.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -159874.015625 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -159874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -159884.531250 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -159884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -159892.265625 Penalty: 3517.504150
	Iteration 17Q: 3 clusters Score -159892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -159894.000000 Penalty: 3517.504150
	Iteration 18Q: 3 clusters Score -159894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -159894.000000 Penalty: 3517.504150
	Iteration 19F: 3 clusters Score -159894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155490 members 
Entering Unmasked Estep 
Score: -21444124.000000 Penalty: 2964.675537
	Iteration 0F: 2 clusters Score -2.144412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 77910 members 
Entering Unmasked Estep 
Score: -21341920.000000 Penalty: 5929.351074
	Iteration 0F: 3 clusters Score -2.134192e+07 nChanged 74351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -21385924.000000 Penalty: 5929.351074
	Iteration 1F: 3 clusters Score -2.138592e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 82509 members 
Entering Unmasked Estep 
Score: -21387580.000000 Penalty: 5929.351074
	Iteration 2Q: 3 clusters Score -2.138758e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -21390244.000000 Penalty: 5929.351074
	Iteration 3Q: 3 clusters Score -2.139024e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -21394512.000000 Penalty: 5929.351074
	Iteration 4F: 3 clusters Score -2.139451e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -21401368.000000 Penalty: 5929.351074
	Iteration 5F: 3 clusters Score -2.140137e+07 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 103888 members 
Entering Unmasked Estep 
Score: -21410252.000000 Penalty: 5929.351074
	Iteration 6F: 3 clusters Score -2.141025e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 111078 members 
Entering Unmasked Estep 
Score: -21419528.000000 Penalty: 5929.351074
	Iteration 7F: 3 clusters Score -2.141953e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 116255 members 
Entering Unmasked Estep 
Score: -21426506.000000 Penalty: 5929.351074
	Iteration 8F: 3 clusters Score -2.142651e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 119570 members 
Entering Unmasked Estep 
Score: -21429956.000000 Penalty: 5929.351074
	Iteration 9Q: 3 clusters Score -2.142996e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 122129 members 
Entering Unmasked Estep 
Score: -21431648.000000 Penalty: 5929.351074
	Iteration 10Q: 3 clusters Score -2.143165e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 124471 members 
Entering Unmasked Estep 
Score: -21432744.000000 Penalty: 5929.351074
	Iteration 11Q: 3 clusters Score -2.143274e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 126700 members 
Entering Unmasked Estep 
Score: -21433830.000000 Penalty: 5929.351074
	Iteration 12Q: 3 clusters Score -2.143383e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 128790 members 
Entering Unmasked Estep 
Score: -21434788.000000 Penalty: 5929.351074
	Iteration 13Q: 3 clusters Score -2.143479e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 130853 members 
Entering Unmasked Estep 
Score: -21435740.000000 Penalty: 5929.351074
	Iteration 14Q: 3 clusters Score -2.143574e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 132819 members 
Entering Unmasked Estep 
Score: -21436694.000000 Penalty: 5929.351074
	Iteration 15Q: 3 clusters Score -2.143669e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 134758 members 
Entering Unmasked Estep 
Score: -21437614.000000 Penalty: 5929.351074
	Iteration 16Q: 3 clusters Score -2.143761e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 136663 members 
Entering Unmasked Estep 
Score: -21438226.000000 Penalty: 5929.351074
	Iteration 17Q: 3 clusters Score -2.143823e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 138497 members 
Entering Unmasked Estep 
Score: -21438958.000000 Penalty: 5929.351074
	Iteration 18Q: 3 clusters Score -2.143896e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 140325 members 
Entering Unmasked Estep 
Score: -21439426.000000 Penalty: 5929.351074
	Iteration 19Q: 3 clusters Score -2.143943e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 142082 members 
Entering Unmasked Estep 
Score: -21440108.000000 Penalty: 5929.351074
	Iteration 20F: 3 clusters Score -2.144011e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 143700 members 
Entering Unmasked Estep 
Score: -21440376.000000 Penalty: 5929.351074
	Iteration 21Q: 3 clusters Score -2.144038e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 145197 members 
Entering Unmasked Estep 
Score: -21440704.000000 Penalty: 5929.351074
	Iteration 22Q: 3 clusters Score -2.14407e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 146588 members 
Entering Unmasked Estep 
Score: -21441044.000000 Penalty: 5929.351074
	Iteration 23Q: 3 clusters Score -2.144104e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 147847 members 
Entering Unmasked Estep 
Score: -21441314.000000 Penalty: 5929.351074
	Iteration 24Q: 3 clusters Score -2.144131e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 148974 members 
Entering Unmasked Estep 
Score: -21441542.000000 Penalty: 5929.351074
	Iteration 25Q: 3 clusters Score -2.144154e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 149925 members 
Entering Unmasked Estep 
Score: -21441708.000000 Penalty: 5929.351074
	Iteration 26Q: 3 clusters Score -2.144171e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 150741 members 
Entering Unmasked Estep 
Score: -21441850.000000 Penalty: 5929.351074
	Iteration 27Q: 3 clusters Score -2.144185e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 151400 members 
Entering Unmasked Estep 
Score: -21441898.000000 Penalty: 5929.351074
	Iteration 28Q: 3 clusters Score -2.14419e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 151915 members 
Entering Unmasked Estep 
Score: -21441824.000000 Penalty: 5929.351074
	Iteration 29Q: 3 clusters Score -2.144182e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 152325 members 
Entering Unmasked Estep 
Score: -21441862.000000 Penalty: 5929.351074
	Iteration 30Q: 3 clusters Score -2.144186e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 152689 members 
Entering Unmasked Estep 
Score: -21441926.000000 Penalty: 5929.351074
	Iteration 31Q: 3 clusters Score -2.144193e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 153030 members 
Entering Unmasked Estep 
Score: -21441936.000000 Penalty: 5929.351074
	Iteration 32Q: 3 clusters Score -2.144194e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 153298 members 
Entering Unmasked Estep 
Score: -21441990.000000 Penalty: 5929.351074
	Iteration 33Q: 3 clusters Score -2.144199e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -21442046.000000 Penalty: 5929.351074
	Iteration 34Q: 3 clusters Score -2.144205e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 153695 members 
Entering Unmasked Estep 
Score: -21442042.000000 Penalty: 5929.351074
	Iteration 35Q: 3 clusters Score -2.144204e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 153825 members 
Entering Unmasked Estep 
Score: -21442044.000000 Penalty: 5929.351074
	Iteration 36Q: 3 clusters Score -2.144204e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 153923 members 
Entering Unmasked Estep 
Score: -21442046.000000 Penalty: 5929.351074
	Iteration 37Q: 3 clusters Score -2.144205e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 154011 members 
Entering Unmasked Estep 
Score: -21442080.000000 Penalty: 5929.351074
	Iteration 38Q: 3 clusters Score -2.144208e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 154092 members 
Entering Unmasked Estep 
Score: -21442060.000000 Penalty: 5929.351074
	Iteration 39Q: 3 clusters Score -2.144206e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 154162 members 
Entering Unmasked Estep 
Score: -21442056.000000 Penalty: 5929.351074
	Iteration 40F: 3 clusters Score -2.144206e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 154221 members 
Entering Unmasked Estep 
Score: -21442056.000000 Penalty: 5929.351074
	Iteration 41Q: 3 clusters Score -2.144206e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 154274 members 
Entering Unmasked Estep 
Score: -21442038.000000 Penalty: 5929.351074
	Iteration 42Q: 3 clusters Score -2.144204e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 154318 members 
Entering Unmasked Estep 
Score: -21442026.000000 Penalty: 5929.351074
	Iteration 43Q: 3 clusters Score -2.144203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 154352 members 
Entering Unmasked Estep 
Score: -21442014.000000 Penalty: 5929.351074
	Iteration 44Q: 3 clusters Score -2.144201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 154373 members 
Entering Unmasked Estep 
Score: -21441994.000000 Penalty: 5929.351074
	Iteration 45Q: 3 clusters Score -2.144199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -21441976.000000 Penalty: 5929.351074
	Iteration 46Q: 3 clusters Score -2.144198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 154396 members 
Entering Unmasked Estep 
Score: -21441982.000000 Penalty: 5929.351074
	Iteration 47Q: 3 clusters Score -2.144198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 154403 members 
Entering Unmasked Estep 
Score: -21442008.000000 Penalty: 5929.351074
	Iteration 48Q: 3 clusters Score -2.144201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 154416 members 
Entering Unmasked Estep 
Score: -21442002.000000 Penalty: 5929.351074
	Iteration 49Q: 3 clusters Score -2.1442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 154424 members 
Entering Unmasked Estep 
Score: -21442022.000000 Penalty: 5929.351074
	Iteration 50Q: 3 clusters Score -2.144202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 154434 members 
Entering Unmasked Estep 
Score: -21442004.000000 Penalty: 5929.351074
	Iteration 51Q: 3 clusters Score -2.1442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 154442 members 
Entering Unmasked Estep 
Score: -21442026.000000 Penalty: 5929.351074
	Iteration 52Q: 3 clusters Score -2.144203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 154452 members 
Entering Unmasked Estep 
Score: -21441982.000000 Penalty: 5929.351074
	Iteration 53Q: 3 clusters Score -2.144198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -21441980.000000 Penalty: 5929.351074
	Iteration 54Q: 3 clusters Score -2.144198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 154463 members 
Entering Unmasked Estep 
Score: -21441986.000000 Penalty: 5929.351074
	Iteration 55Q: 3 clusters Score -2.144199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 154468 members 
Entering Unmasked Estep 
Score: -21441980.000000 Penalty: 5929.351074
	Iteration 56Q: 3 clusters Score -2.144198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 154473 members 
Entering Unmasked Estep 
Score: -21441990.000000 Penalty: 5929.351074
	Iteration 57Q: 3 clusters Score -2.144199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 154477 members 
Entering Unmasked Estep 
Score: -21441990.000000 Penalty: 5929.351074
	Iteration 58Q: 3 clusters Score -2.144199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 154483 members 
Entering Unmasked Estep 
Score: -21441982.000000 Penalty: 5929.351074
	Iteration 59Q: 3 clusters Score -2.144198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 154487 members 
Entering Unmasked Estep 
Score: -21441998.000000 Penalty: 5929.351074
	Iteration 60F: 3 clusters Score -2.1442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 154494 members 
Entering Unmasked Estep 
Score: -21442010.000000 Penalty: 5929.351074
	Iteration 61Q: 3 clusters Score -2.144201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 154501 members 
Entering Unmasked Estep 
Score: -21442012.000000 Penalty: 5929.351074
	Iteration 62Q: 3 clusters Score -2.144201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 154507 members 
Entering Unmasked Estep 
Score: -21442002.000000 Penalty: 5929.351074
	Iteration 63Q: 3 clusters Score -2.1442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 154510 members 
Entering Unmasked Estep 
Score: -21442000.000000 Penalty: 5929.351074
	Iteration 64Q: 3 clusters Score -2.1442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 154513 members 
Entering Unmasked Estep 
Score: -21441998.000000 Penalty: 5929.351074
	Iteration 65Q: 3 clusters Score -2.1442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 154515 members 
Entering Unmasked Estep 
Score: -21441996.000000 Penalty: 5929.351074
	Iteration 66Q: 3 clusters Score -2.1442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 154515 members 
Entering Unmasked Estep 
Score: -21441996.000000 Penalty: 5929.351074
	Iteration 67F: 3 clusters Score -2.1442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -81093.296875 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -81093.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79449.609375 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -79449.61 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79803.648438 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -79803.65 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80052.085938 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -80052.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80259.562500 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -80259.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80397.203125 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -80397.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80482.609375 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -80482.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80557.468750 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -80557.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80612.343750 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -80612.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80652.984375 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -80652.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80715.890625 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -80715.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80758.656250 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -80758.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80848.617188 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -80848.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -80972.773438 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -80972.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81029.968750 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -81029.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81058.312500 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -81058.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81071.765625 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -81071.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81080.023438 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -81080.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81083.109375 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -81083.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81086.328125 Penalty: 3237.867188
	Iteration 18F: 3 clusters Score -81086.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81097.203125 Penalty: 3237.867188
	Iteration 19Q: 3 clusters Score -81097.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81116.781250 Penalty: 3237.867188
	Iteration 20F: 3 clusters Score -81116.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81135.578125 Penalty: 3237.867188
	Iteration 21Q: 3 clusters Score -81135.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81138.750000 Penalty: 3237.867188
	Iteration 22Q: 3 clusters Score -81138.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -81146.390625 Penalty: 3237.867188
	Iteration 23Q: 3 clusters Score -81146.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -81148.023438 Penalty: 3237.867188
	Iteration 24Q: 3 clusters Score -81148.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -81148.023438 Penalty: 3237.867188
	Iteration 25F: 3 clusters Score -81148.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 152268 members 
Mstep: Class 2 contains 91969 members 
Mstep: Class 3 contains 45784 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7646 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 155953 members 
Mstep: Class 10 contains 163526 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54361 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 142062 members 
Mstep: Class 17 contains 29012 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 155490 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 249 members 
Mstep: Class 23 contains 399 members 
Entering Unmasked Estep 
Score: -137420832.000000 Penalty: 78884.125000
Splitting cluster 20 changes total score from -137422640.000000 to -137420832.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 152268 members 
Mstep: Class 2 contains 91969 members 
Mstep: Class 3 contains 45784 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 7646 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 155953 members 
Mstep: Class 10 contains 163526 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54361 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 142062 members 
Mstep: Class 17 contains 29012 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 155490 members 
Mstep: Class 20 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137422912.000000 Penalty: 75454.375000
Iteration 159Q: 23 clusters Score -1.374229e+08 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 151722 members 
Mstep: Class 2 contains 91596 members 
Mstep: Class 3 contains 45690 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 7644 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 8 contains 3140 members 
Mstep: Class 9 contains 155448 members 
Mstep: Class 10 contains 162459 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54355 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 3822 members 
Mstep: Class 16 contains 145297 members 
Mstep: Class 17 contains 28999 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 154965 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137423888.000000 Penalty: 75454.375000
Iteration 160F: 23 clusters Score -1.374239e+08 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 151081 members 
Mstep: Class 2 contains 91172 members 
Mstep: Class 3 contains 45575 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 569 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 2588 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 154904 members 
Mstep: Class 10 contains 161364 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54360 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 3825 members 
Mstep: Class 16 contains 148809 members 
Mstep: Class 17 contains 28980 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 154410 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137425040.000000 Penalty: 75454.375000
Iteration 161Q: 23 clusters Score -1.37425e+08 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 150385 members 
Mstep: Class 2 contains 90744 members 
Mstep: Class 3 contains 45434 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 7637 members 
Mstep: Class 7 contains 2463 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 154266 members 
Mstep: Class 10 contains 160169 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54375 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 3827 members 
Mstep: Class 16 contains 152719 members 
Mstep: Class 17 contains 28982 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 153704 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137425840.000000 Penalty: 75454.375000
Iteration 162Q: 23 clusters Score -1.374258e+08 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 149555 members 
Mstep: Class 2 contains 90263 members 
Mstep: Class 3 contains 45258 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 543 members 
Mstep: Class 6 contains 7632 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 3147 members 
Mstep: Class 9 contains 153565 members 
Mstep: Class 10 contains 158819 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54389 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 3828 members 
Mstep: Class 16 contains 157119 members 
Mstep: Class 17 contains 28984 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 152945 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 432 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137427696.000000 Penalty: 75454.375000
Iteration 163Q: 23 clusters Score -1.374277e+08 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 89745 members 
Mstep: Class 3 contains 45058 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 538 members 
Mstep: Class 6 contains 7627 members 
Mstep: Class 7 contains 2212 members 
Mstep: Class 8 contains 3142 members 
Mstep: Class 9 contains 152771 members 
Mstep: Class 10 contains 157303 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54398 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 16 contains 161792 members 
Mstep: Class 17 contains 28987 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 152203 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 437 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137429184.000000 Penalty: 75454.375000
Iteration 164Q: 23 clusters Score -1.374292e+08 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147901 members 
Mstep: Class 2 contains 89134 members 
Mstep: Class 3 contains 44850 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 7621 members 
Mstep: Class 7 contains 2074 members 
Mstep: Class 8 contains 3141 members 
Mstep: Class 9 contains 151918 members 
Mstep: Class 10 contains 155645 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54419 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 3840 members 
Mstep: Class 16 contains 166859 members 
Mstep: Class 17 contains 29004 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 151438 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 165Q: 23 clusters Score -1.374303e+08 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147003 members 
Mstep: Class 2 contains 88554 members 
Mstep: Class 3 contains 44624 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 7609 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 151026 members 
Mstep: Class 10 contains 153998 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54408 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 3847 members 
Mstep: Class 16 contains 172033 members 
Mstep: Class 17 contains 29013 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 150644 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 166Q: 23 clusters Score -1.374316e+08 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146188 members 
Mstep: Class 2 contains 87961 members 
Mstep: Class 3 contains 44365 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 534 members 
Mstep: Class 6 contains 7606 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 8 contains 3142 members 
Mstep: Class 9 contains 150126 members 
Mstep: Class 10 contains 152254 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54427 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 3855 members 
Mstep: Class 16 contains 177185 members 
Mstep: Class 17 contains 29033 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 149854 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 167Q: 23 clusters Score -1.374329e+08 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 87414 members 
Mstep: Class 3 contains 44091 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 533 members 
Mstep: Class 6 contains 7606 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 3147 members 
Mstep: Class 9 contains 149279 members 
Mstep: Class 10 contains 150763 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54452 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 3864 members 
Mstep: Class 16 contains 182025 members 
Mstep: Class 17 contains 29026 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 148920 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 168Q: 23 clusters Score -1.374341e+08 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144854 members 
Mstep: Class 2 contains 86970 members 
Mstep: Class 3 contains 43722 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 3147 members 
Mstep: Class 9 contains 148637 members 
Mstep: Class 10 contains 149616 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54550 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 186228 members 
Mstep: Class 17 contains 29027 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 147934 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 169Q: 23 clusters Score -1.37435e+08 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144409 members 
Mstep: Class 2 contains 86590 members 
Mstep: Class 3 contains 43379 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 527 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 8 contains 3146 members 
Mstep: Class 9 contains 148195 members 
Mstep: Class 10 contains 148975 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54658 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 3877 members 
Mstep: Class 16 contains 189426 members 
Mstep: Class 17 contains 29027 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 146933 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 170Q: 23 clusters Score -1.374355e+08 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144125 members 
Mstep: Class 2 contains 86320 members 
Mstep: Class 3 contains 43086 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 7612 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 3151 members 
Mstep: Class 9 contains 147943 members 
Mstep: Class 10 contains 148882 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54705 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 191610 members 
Mstep: Class 17 contains 28993 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 145951 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 171Q: 23 clusters Score -1.374353e+08 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144034 members 
Mstep: Class 2 contains 86161 members 
Mstep: Class 3 contains 42847 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 7609 members 
Mstep: Class 7 contains 1545 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 148011 members 
Mstep: Class 10 contains 149217 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54785 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 192410 members 
Mstep: Class 17 contains 28971 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 145205 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 172Q: 23 clusters Score -1.374349e+08 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144179 members 
Mstep: Class 2 contains 86062 members 
Mstep: Class 3 contains 42637 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 7601 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 148304 members 
Mstep: Class 10 contains 150080 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54879 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 3910 members 
Mstep: Class 16 contains 192013 members 
Mstep: Class 17 contains 28929 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 144571 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 173Q: 23 clusters Score -1.374362e+08 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144485 members 
Mstep: Class 2 contains 85964 members 
Mstep: Class 3 contains 42520 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1489 members 
Mstep: Class 8 contains 3169 members 
Mstep: Class 9 contains 148740 members 
Mstep: Class 10 contains 151398 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54951 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3926 members 
Mstep: Class 16 contains 190655 members 
Mstep: Class 17 contains 28917 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 144032 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 174Q: 23 clusters Score -1.374369e+08 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144938 members 
Mstep: Class 2 contains 85895 members 
Mstep: Class 3 contains 42419 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 7611 members 
Mstep: Class 7 contains 1468 members 
Mstep: Class 8 contains 3167 members 
Mstep: Class 9 contains 149213 members 
Mstep: Class 10 contains 153026 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55037 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 844 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 188595 members 
Mstep: Class 17 contains 28897 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 143652 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 462 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 175Q: 23 clusters Score -1.374374e+08 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145425 members 
Mstep: Class 2 contains 85865 members 
Mstep: Class 3 contains 42368 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 1454 members 
Mstep: Class 8 contains 3173 members 
Mstep: Class 9 contains 149727 members 
Mstep: Class 10 contains 154819 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55102 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 186197 members 
Mstep: Class 17 contains 28883 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 143305 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 176Q: 23 clusters Score -1.374387e+08 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145935 members 
Mstep: Class 2 contains 85820 members 
Mstep: Class 3 contains 42327 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 7573 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 3173 members 
Mstep: Class 9 contains 150285 members 
Mstep: Class 10 contains 156805 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55180 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 3948 members 
Mstep: Class 16 contains 183464 members 
Mstep: Class 17 contains 28877 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 143027 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 177Q: 23 clusters Score -1.37439e+08 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146349 members 
Mstep: Class 2 contains 85707 members 
Mstep: Class 3 contains 42306 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 7562 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 3170 members 
Mstep: Class 9 contains 150827 members 
Mstep: Class 10 contains 158906 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55206 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 16 contains 180787 members 
Mstep: Class 17 contains 28871 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 142762 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 178Q: 23 clusters Score -1.3744e+08 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146674 members 
Mstep: Class 2 contains 85611 members 
Mstep: Class 3 contains 42329 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 7559 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 151272 members 
Mstep: Class 10 contains 160982 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55214 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 178247 members 
Mstep: Class 17 contains 28867 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 142525 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 179Q: 23 clusters Score -1.374409e+08 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147014 members 
Mstep: Class 2 contains 85488 members 
Mstep: Class 3 contains 42388 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 7554 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 3160 members 
Mstep: Class 9 contains 151602 members 
Mstep: Class 10 contains 163049 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55197 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 16 contains 175880 members 
Mstep: Class 17 contains 28885 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 142226 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 180F: 23 clusters Score -1.374417e+08 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147264 members 
Mstep: Class 2 contains 85302 members 
Mstep: Class 3 contains 42431 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 7557 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 3161 members 
Mstep: Class 9 contains 151831 members 
Mstep: Class 10 contains 165122 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55166 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 844 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 173720 members 
Mstep: Class 17 contains 28915 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 141965 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 181Q: 23 clusters Score -1.374424e+08 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147471 members 
Mstep: Class 2 contains 85141 members 
Mstep: Class 3 contains 42482 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7560 members 
Mstep: Class 7 contains 1440 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 9 contains 152013 members 
Mstep: Class 10 contains 167074 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55154 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 844 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 171687 members 
Mstep: Class 17 contains 28934 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 141746 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 182Q: 23 clusters Score -1.374434e+08 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147579 members 
Mstep: Class 2 contains 84957 members 
Mstep: Class 3 contains 42496 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7557 members 
Mstep: Class 7 contains 1428 members 
Mstep: Class 8 contains 3152 members 
Mstep: Class 9 contains 152179 members 
Mstep: Class 10 contains 169157 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55090 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 3999 members 
Mstep: Class 16 contains 169800 members 
Mstep: Class 17 contains 28948 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 141512 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 183Q: 23 clusters Score -1.374444e+08 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147672 members 
Mstep: Class 2 contains 84764 members 
Mstep: Class 3 contains 42543 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7561 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 3158 members 
Mstep: Class 9 contains 152275 members 
Mstep: Class 10 contains 171055 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 55031 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 4007 members 
Mstep: Class 16 contains 168082 members 
Mstep: Class 17 contains 28944 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 141344 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 184Q: 23 clusters Score -1.37445e+08 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147738 members 
Mstep: Class 2 contains 84588 members 
Mstep: Class 3 contains 42583 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7555 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 3158 members 
Mstep: Class 9 contains 152316 members 
Mstep: Class 10 contains 172905 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54968 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 166531 members 
Mstep: Class 17 contains 28936 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 141146 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 185Q: 23 clusters Score -1.374458e+08 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147709 members 
Mstep: Class 2 contains 84426 members 
Mstep: Class 3 contains 42634 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7553 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 3160 members 
Mstep: Class 9 contains 152327 members 
Mstep: Class 10 contains 174605 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54931 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 4034 members 
Mstep: Class 16 contains 165213 members 
Mstep: Class 17 contains 28928 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 140926 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 186Q: 23 clusters Score -1.374465e+08 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147615 members 
Mstep: Class 2 contains 84259 members 
Mstep: Class 3 contains 42683 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7556 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 3162 members 
Mstep: Class 9 contains 152316 members 
Mstep: Class 10 contains 176188 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54895 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 164126 members 
Mstep: Class 17 contains 28922 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 140687 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 187Q: 23 clusters Score -1.374468e+08 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147468 members 
Mstep: Class 2 contains 84127 members 
Mstep: Class 3 contains 42721 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7553 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 3158 members 
Mstep: Class 9 contains 152297 members 
Mstep: Class 10 contains 177639 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54868 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 163227 members 
Mstep: Class 17 contains 28930 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 140411 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 188Q: 23 clusters Score -1.374474e+08 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147311 members 
Mstep: Class 2 contains 84061 members 
Mstep: Class 3 contains 42728 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 3155 members 
Mstep: Class 9 contains 152319 members 
Mstep: Class 10 contains 178890 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54826 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 162488 members 
Mstep: Class 17 contains 28921 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 140143 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 189Q: 23 clusters Score -1.374476e+08 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147167 members 
Mstep: Class 2 contains 83975 members 
Mstep: Class 3 contains 42725 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7541 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 3157 members 
Mstep: Class 9 contains 152255 members 
Mstep: Class 10 contains 180042 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54783 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 16 contains 161899 members 
Mstep: Class 17 contains 28912 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 139917 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 190Q: 23 clusters Score -1.374478e+08 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147034 members 
Mstep: Class 2 contains 83911 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7538 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 3162 members 
Mstep: Class 9 contains 152225 members 
Mstep: Class 10 contains 181060 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54703 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 844 members 
Mstep: Class 15 contains 4100 members 
Mstep: Class 16 contains 161428 members 
Mstep: Class 17 contains 28905 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 139632 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448224.000000 Penalty: 75454.375000
Iteration 191Q: 23 clusters Score -1.374482e+08 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146988 members 
Mstep: Class 2 contains 83848 members 
Mstep: Class 3 contains 42797 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7538 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3168 members 
Mstep: Class 9 contains 152190 members 
Mstep: Class 10 contains 181871 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54640 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 4118 members 
Mstep: Class 16 contains 161057 members 
Mstep: Class 17 contains 28896 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 139342 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448640.000000 Penalty: 75454.375000
Iteration 192Q: 23 clusters Score -1.374486e+08 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146938 members 
Mstep: Class 2 contains 83763 members 
Mstep: Class 3 contains 42826 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7541 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 3173 members 
Mstep: Class 9 contains 152186 members 
Mstep: Class 10 contains 182469 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54570 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 4141 members 
Mstep: Class 16 contains 160882 members 
Mstep: Class 17 contains 28894 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 139070 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448944.000000 Penalty: 75454.375000
Iteration 193Q: 23 clusters Score -1.374489e+08 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146895 members 
Mstep: Class 2 contains 83708 members 
Mstep: Class 3 contains 42851 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7537 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 3177 members 
Mstep: Class 9 contains 152176 members 
Mstep: Class 10 contains 182887 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54504 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4156 members 
Mstep: Class 16 contains 160848 members 
Mstep: Class 17 contains 28894 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 138817 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449072.000000 Penalty: 75454.375000
Iteration 194Q: 23 clusters Score -1.374491e+08 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146848 members 
Mstep: Class 2 contains 83660 members 
Mstep: Class 3 contains 42891 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7536 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 152195 members 
Mstep: Class 10 contains 183140 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54433 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 4171 members 
Mstep: Class 16 contains 160921 members 
Mstep: Class 17 contains 28897 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 138583 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449312.000000 Penalty: 75454.375000
Iteration 195Q: 23 clusters Score -1.374493e+08 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146826 members 
Mstep: Class 2 contains 83637 members 
Mstep: Class 3 contains 42915 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7542 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 3175 members 
Mstep: Class 9 contains 152194 members 
Mstep: Class 10 contains 183376 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54360 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 4182 members 
Mstep: Class 16 contains 161038 members 
Mstep: Class 17 contains 28907 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 138300 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449504.000000 Penalty: 75454.375000
Iteration 196Q: 23 clusters Score -1.374495e+08 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146818 members 
Mstep: Class 2 contains 83618 members 
Mstep: Class 3 contains 42940 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7545 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 3177 members 
Mstep: Class 9 contains 152176 members 
Mstep: Class 10 contains 183546 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54287 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4189 members 
Mstep: Class 16 contains 161225 members 
Mstep: Class 17 contains 28905 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 138024 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449600.000000 Penalty: 75454.375000
Iteration 197Q: 23 clusters Score -1.374496e+08 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146834 members 
Mstep: Class 2 contains 83608 members 
Mstep: Class 3 contains 42966 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7544 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 152178 members 
Mstep: Class 10 contains 183627 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54222 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4197 members 
Mstep: Class 16 contains 161428 members 
Mstep: Class 17 contains 28908 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137756 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450000.000000 Penalty: 75454.375000
Iteration 198Q: 23 clusters Score -1.3745e+08 nChanged 2528
Entering ConstructFrom: 
Score: -137450000.000000 Penalty: 75454.375000
Entering ConstructFrom: 
Trying to split cluster 1 (146860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146860 members 
Entering Unmasked Estep 
Score: -20306678.000000 Penalty: 2950.514160
	Iteration 0F: 2 clusters Score -2.030668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -20208946.000000 Penalty: 5901.028320
	Iteration 0F: 3 clusters Score -2.020895e+07 nChanged 70127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 71662 members 
Entering Unmasked Estep 
Score: -20250048.000000 Penalty: 5901.028320
	Iteration 1F: 3 clusters Score -2.025005e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -20251264.000000 Penalty: 5901.028320
	Iteration 2Q: 3 clusters Score -2.025126e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -20253204.000000 Penalty: 5901.028320
	Iteration 3Q: 3 clusters Score -2.02532e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -20256110.000000 Penalty: 5901.028320
	Iteration 4Q: 3 clusters Score -2.025611e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -20260660.000000 Penalty: 5901.028320
	Iteration 5F: 3 clusters Score -2.026066e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -20267642.000000 Penalty: 5901.028320
	Iteration 6F: 3 clusters Score -2.026764e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -20276906.000000 Penalty: 5901.028320
	Iteration 7F: 3 clusters Score -2.027691e+07 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -20287728.000000 Penalty: 5901.028320
	Iteration 8F: 3 clusters Score -2.028773e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -20295068.000000 Penalty: 5901.028320
	Iteration 9F: 3 clusters Score -2.029507e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -20297900.000000 Penalty: 5901.028320
	Iteration 10Q: 3 clusters Score -2.02979e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -20299346.000000 Penalty: 5901.028320
	Iteration 11Q: 3 clusters Score -2.029935e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107153 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -20300464.000000 Penalty: 5901.028320
	Iteration 12Q: 3 clusters Score -2.030046e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -20301264.000000 Penalty: 5901.028320
	Iteration 13Q: 3 clusters Score -2.030126e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109179 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -20302054.000000 Penalty: 5901.028320
	Iteration 14Q: 3 clusters Score -2.030205e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110096 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -20302712.000000 Penalty: 5901.028320
	Iteration 15Q: 3 clusters Score -2.030271e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -20303350.000000 Penalty: 5901.028320
	Iteration 16Q: 3 clusters Score -2.030335e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111738 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -20303808.000000 Penalty: 5901.028320
	Iteration 17Q: 3 clusters Score -2.030381e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112435 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -20304056.000000 Penalty: 5901.028320
	Iteration 18Q: 3 clusters Score -2.030406e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -20304154.000000 Penalty: 5901.028320
	Iteration 19Q: 3 clusters Score -2.030415e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113535 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -20304304.000000 Penalty: 5901.028320
	Iteration 20F: 3 clusters Score -2.03043e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114081 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -20304458.000000 Penalty: 5901.028320
	Iteration 21Q: 3 clusters Score -2.030446e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114572 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -20304490.000000 Penalty: 5901.028320
	Iteration 22Q: 3 clusters Score -2.030449e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115044 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -20304560.000000 Penalty: 5901.028320
	Iteration 23Q: 3 clusters Score -2.030456e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115493 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -20304634.000000 Penalty: 5901.028320
	Iteration 24Q: 3 clusters Score -2.030463e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115894 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -20304712.000000 Penalty: 5901.028320
	Iteration 25Q: 3 clusters Score -2.030471e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116251 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -20304736.000000 Penalty: 5901.028320
	Iteration 26Q: 3 clusters Score -2.030474e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116587 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -20304780.000000 Penalty: 5901.028320
	Iteration 27Q: 3 clusters Score -2.030478e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116896 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -20304796.000000 Penalty: 5901.028320
	Iteration 28Q: 3 clusters Score -2.03048e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -20304810.000000 Penalty: 5901.028320
	Iteration 29Q: 3 clusters Score -2.030481e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117442 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -20304804.000000 Penalty: 5901.028320
	Iteration 30Q: 3 clusters Score -2.03048e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117673 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -20304860.000000 Penalty: 5901.028320
	Iteration 31Q: 3 clusters Score -2.030486e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -20304892.000000 Penalty: 5901.028320
	Iteration 32Q: 3 clusters Score -2.030489e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118074 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -20304902.000000 Penalty: 5901.028320
	Iteration 33Q: 3 clusters Score -2.03049e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118246 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -20304924.000000 Penalty: 5901.028320
	Iteration 34Q: 3 clusters Score -2.030492e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118418 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -20304938.000000 Penalty: 5901.028320
	Iteration 35Q: 3 clusters Score -2.030494e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118592 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -20304902.000000 Penalty: 5901.028320
	Iteration 36Q: 3 clusters Score -2.03049e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -20304900.000000 Penalty: 5901.028320
	Iteration 37Q: 3 clusters Score -2.03049e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118917 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -20304922.000000 Penalty: 5901.028320
	Iteration 38Q: 3 clusters Score -2.030492e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119069 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -20304946.000000 Penalty: 5901.028320
	Iteration 39Q: 3 clusters Score -2.030495e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119207 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -20304958.000000 Penalty: 5901.028320
	Iteration 40F: 3 clusters Score -2.030496e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119340 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -20304960.000000 Penalty: 5901.028320
	Iteration 41Q: 3 clusters Score -2.030496e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119453 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -20304978.000000 Penalty: 5901.028320
	Iteration 42Q: 3 clusters Score -2.030498e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119562 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -20305004.000000 Penalty: 5901.028320
	Iteration 43Q: 3 clusters Score -2.0305e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119651 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -20304984.000000 Penalty: 5901.028320
	Iteration 44Q: 3 clusters Score -2.030498e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119723 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -20304972.000000 Penalty: 5901.028320
	Iteration 45Q: 3 clusters Score -2.030497e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119777 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -20304958.000000 Penalty: 5901.028320
	Iteration 46Q: 3 clusters Score -2.030496e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119824 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -20304948.000000 Penalty: 5901.028320
	Iteration 47Q: 3 clusters Score -2.030495e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119869 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -20304960.000000 Penalty: 5901.028320
	Iteration 48Q: 3 clusters Score -2.030496e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -20304958.000000 Penalty: 5901.028320
	Iteration 49Q: 3 clusters Score -2.030496e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119944 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -20304956.000000 Penalty: 5901.028320
	Iteration 50Q: 3 clusters Score -2.030496e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -20304952.000000 Penalty: 5901.028320
	Iteration 51Q: 3 clusters Score -2.030495e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119998 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -20304968.000000 Penalty: 5901.028320
	Iteration 52Q: 3 clusters Score -2.030497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120018 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -20304974.000000 Penalty: 5901.028320
	Iteration 53Q: 3 clusters Score -2.030497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120036 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -20304968.000000 Penalty: 5901.028320
	Iteration 54Q: 3 clusters Score -2.030497e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120060 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -20304978.000000 Penalty: 5901.028320
	Iteration 55Q: 3 clusters Score -2.030498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120078 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -20304968.000000 Penalty: 5901.028320
	Iteration 56Q: 3 clusters Score -2.030497e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120100 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -20304964.000000 Penalty: 5901.028320
	Iteration 57Q: 3 clusters Score -2.030496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120128 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -20304972.000000 Penalty: 5901.028320
	Iteration 58Q: 3 clusters Score -2.030497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120158 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -20304980.000000 Penalty: 5901.028320
	Iteration 59Q: 3 clusters Score -2.030498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120185 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -20304954.000000 Penalty: 5901.028320
	Iteration 60F: 3 clusters Score -2.030495e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120214 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -20304958.000000 Penalty: 5901.028320
	Iteration 61Q: 3 clusters Score -2.030496e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120253 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -20304940.000000 Penalty: 5901.028320
	Iteration 62Q: 3 clusters Score -2.030494e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120294 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -20304932.000000 Penalty: 5901.028320
	Iteration 63Q: 3 clusters Score -2.030493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120318 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -20304946.000000 Penalty: 5901.028320
	Iteration 64Q: 3 clusters Score -2.030495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120335 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -20304938.000000 Penalty: 5901.028320
	Iteration 65Q: 3 clusters Score -2.030494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120347 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -20304946.000000 Penalty: 5901.028320
	Iteration 66Q: 3 clusters Score -2.030495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120354 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -20304938.000000 Penalty: 5901.028320
	Iteration 67Q: 3 clusters Score -2.030494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120363 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -20304942.000000 Penalty: 5901.028320
	Iteration 68Q: 3 clusters Score -2.030494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120369 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -20304950.000000 Penalty: 5901.028320
	Iteration 69Q: 3 clusters Score -2.030495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120377 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -20304958.000000 Penalty: 5901.028320
	Iteration 70Q: 3 clusters Score -2.030496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -20304950.000000 Penalty: 5901.028320
	Iteration 71Q: 3 clusters Score -2.030495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120397 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -20304964.000000 Penalty: 5901.028320
	Iteration 72Q: 3 clusters Score -2.030496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120407 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -20304960.000000 Penalty: 5901.028320
	Iteration 73Q: 3 clusters Score -2.030496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120419 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -20304972.000000 Penalty: 5901.028320
	Iteration 74Q: 3 clusters Score -2.030497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120432 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -20304970.000000 Penalty: 5901.028320
	Iteration 75Q: 3 clusters Score -2.030497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120441 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -20304974.000000 Penalty: 5901.028320
	Iteration 76Q: 3 clusters Score -2.030497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120452 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -20304982.000000 Penalty: 5901.028320
	Iteration 77Q: 3 clusters Score -2.030498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120465 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -20304978.000000 Penalty: 5901.028320
	Iteration 78Q: 3 clusters Score -2.030498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120476 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -20305002.000000 Penalty: 5901.028320
	Iteration 79Q: 3 clusters Score -2.0305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120486 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -20304992.000000 Penalty: 5901.028320
	Iteration 80F: 3 clusters Score -2.030499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120490 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -20305002.000000 Penalty: 5901.028320
	Iteration 81Q: 3 clusters Score -2.0305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120496 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -20305014.000000 Penalty: 5901.028320
	Iteration 82Q: 3 clusters Score -2.030501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120501 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -20305010.000000 Penalty: 5901.028320
	Iteration 83Q: 3 clusters Score -2.030501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120506 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -20305018.000000 Penalty: 5901.028320
	Iteration 84Q: 3 clusters Score -2.030502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120510 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -20305012.000000 Penalty: 5901.028320
	Iteration 85Q: 3 clusters Score -2.030501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120511 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -20305018.000000 Penalty: 5901.028320
	Iteration 86Q: 3 clusters Score -2.030502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120512 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -20305018.000000 Penalty: 5901.028320
	Iteration 87Q: 3 clusters Score -2.030502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120515 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -20305016.000000 Penalty: 5901.028320
	Iteration 88Q: 3 clusters Score -2.030502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120518 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -20305014.000000 Penalty: 5901.028320
	Iteration 89Q: 3 clusters Score -2.030501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120525 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -20305012.000000 Penalty: 5901.028320
	Iteration 90Q: 3 clusters Score -2.030501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120531 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -20305020.000000 Penalty: 5901.028320
	Iteration 91Q: 3 clusters Score -2.030502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120534 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -20305018.000000 Penalty: 5901.028320
	Iteration 92Q: 3 clusters Score -2.030502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120537 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -20304998.000000 Penalty: 5901.028320
	Iteration 93Q: 3 clusters Score -2.0305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120540 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -20305004.000000 Penalty: 5901.028320
	Iteration 94Q: 3 clusters Score -2.0305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120546 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -20305002.000000 Penalty: 5901.028320
	Iteration 95Q: 3 clusters Score -2.0305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120550 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -20305004.000000 Penalty: 5901.028320
	Iteration 96Q: 3 clusters Score -2.0305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120555 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -20305008.000000 Penalty: 5901.028320
	Iteration 97Q: 3 clusters Score -2.030501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120556 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -20305014.000000 Penalty: 5901.028320
	Iteration 98Q: 3 clusters Score -2.030501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120561 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -20305034.000000 Penalty: 5901.028320
	Iteration 99Q: 3 clusters Score -2.030503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120562 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -20305034.000000 Penalty: 5901.028320
	Iteration 100F: 3 clusters Score -2.030503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Entering Unmasked Estep 
Score: -11581179.000000 Penalty: 2810.814697
	Iteration 0F: 2 clusters Score -1.158118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -11525257.000000 Penalty: 5621.629395
	Iteration 0F: 3 clusters Score -1.152526e+07 nChanged 39234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -11547570.000000 Penalty: 5621.629395
	Iteration 1F: 3 clusters Score -1.154757e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -11548182.000000 Penalty: 5621.629395
	Iteration 2Q: 3 clusters Score -1.154818e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -11548849.000000 Penalty: 5621.629395
	Iteration 3Q: 3 clusters Score -1.154885e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -11549675.000000 Penalty: 5621.629395
	Iteration 4Q: 3 clusters Score -1.154968e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -11550627.000000 Penalty: 5621.629395
	Iteration 5Q: 3 clusters Score -1.155063e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -11551933.000000 Penalty: 5621.629395
	Iteration 6Q: 3 clusters Score -1.155193e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -11553614.000000 Penalty: 5621.629395
	Iteration 7Q: 3 clusters Score -1.155361e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -11555932.000000 Penalty: 5621.629395
	Iteration 8F: 3 clusters Score -1.155593e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -11559133.000000 Penalty: 5621.629395
	Iteration 9F: 3 clusters Score -1.155913e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -11563057.000000 Penalty: 5621.629395
	Iteration 10F: 3 clusters Score -1.156306e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -11567144.000000 Penalty: 5621.629395
	Iteration 11F: 3 clusters Score -1.156714e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -11570917.000000 Penalty: 5621.629395
	Iteration 12F: 3 clusters Score -1.157092e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -11573753.000000 Penalty: 5621.629395
	Iteration 13Q: 3 clusters Score -1.157375e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -11575518.000000 Penalty: 5621.629395
	Iteration 14Q: 3 clusters Score -1.157552e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -11576606.000000 Penalty: 5621.629395
	Iteration 15Q: 3 clusters Score -1.157661e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79336 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -11577319.000000 Penalty: 5621.629395
	Iteration 16Q: 3 clusters Score -1.157732e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -11577717.000000 Penalty: 5621.629395
	Iteration 17Q: 3 clusters Score -1.157772e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -11577998.000000 Penalty: 5621.629395
	Iteration 18Q: 3 clusters Score -1.1578e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -11578233.000000 Penalty: 5621.629395
	Iteration 19Q: 3 clusters Score -1.157823e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -11578410.000000 Penalty: 5621.629395
	Iteration 20F: 3 clusters Score -1.157841e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -11578480.000000 Penalty: 5621.629395
	Iteration 21Q: 3 clusters Score -1.157848e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -11578562.000000 Penalty: 5621.629395
	Iteration 22Q: 3 clusters Score -1.157856e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -11578595.000000 Penalty: 5621.629395
	Iteration 23Q: 3 clusters Score -1.15786e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11578621.000000 Penalty: 5621.629395
	Iteration 24Q: 3 clusters Score -1.157862e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -11578642.000000 Penalty: 5621.629395
	Iteration 25Q: 3 clusters Score -1.157864e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -11578676.000000 Penalty: 5621.629395
	Iteration 26Q: 3 clusters Score -1.157868e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -11578691.000000 Penalty: 5621.629395
	Iteration 27Q: 3 clusters Score -1.157869e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -11578710.000000 Penalty: 5621.629395
	Iteration 28Q: 3 clusters Score -1.157871e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -11578718.000000 Penalty: 5621.629395
	Iteration 29Q: 3 clusters Score -1.157872e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -11578748.000000 Penalty: 5621.629395
	Iteration 30Q: 3 clusters Score -1.157875e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -11578783.000000 Penalty: 5621.629395
	Iteration 31Q: 3 clusters Score -1.157878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81869 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11578784.000000 Penalty: 5621.629395
	Iteration 32Q: 3 clusters Score -1.157878e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -11578806.000000 Penalty: 5621.629395
	Iteration 33Q: 3 clusters Score -1.157881e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81951 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -11578814.000000 Penalty: 5621.629395
	Iteration 34Q: 3 clusters Score -1.157881e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -11578824.000000 Penalty: 5621.629395
	Iteration 35Q: 3 clusters Score -1.157882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82003 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -11578843.000000 Penalty: 5621.629395
	Iteration 36Q: 3 clusters Score -1.157884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -11578865.000000 Penalty: 5621.629395
	Iteration 37Q: 3 clusters Score -1.157886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11578849.000000 Penalty: 5621.629395
	Iteration 38Q: 3 clusters Score -1.157885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11578850.000000 Penalty: 5621.629395
	Iteration 39Q: 3 clusters Score -1.157885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -11578865.000000 Penalty: 5621.629395
	Iteration 40F: 3 clusters Score -1.157886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -11578858.000000 Penalty: 5621.629395
	Iteration 41Q: 3 clusters Score -1.157886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11578871.000000 Penalty: 5621.629395
	Iteration 42Q: 3 clusters Score -1.157887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11578878.000000 Penalty: 5621.629395
	Iteration 43Q: 3 clusters Score -1.157888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11578872.000000 Penalty: 5621.629395
	Iteration 44Q: 3 clusters Score -1.157887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -11578873.000000 Penalty: 5621.629395
	Iteration 45Q: 3 clusters Score -1.157887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11578877.000000 Penalty: 5621.629395
	Iteration 46Q: 3 clusters Score -1.157888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11578869.000000 Penalty: 5621.629395
	Iteration 47Q: 3 clusters Score -1.157887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -11578874.000000 Penalty: 5621.629395
	Iteration 48Q: 3 clusters Score -1.157887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -11578888.000000 Penalty: 5621.629395
	Iteration 49Q: 3 clusters Score -1.157889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11578895.000000 Penalty: 5621.629395
	Iteration 50Q: 3 clusters Score -1.15789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11578875.000000 Penalty: 5621.629395
	Iteration 51Q: 3 clusters Score -1.157888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11578880.000000 Penalty: 5621.629395
	Iteration 52Q: 3 clusters Score -1.157888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11578881.000000 Penalty: 5621.629395
	Iteration 53Q: 3 clusters Score -1.157888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11578880.000000 Penalty: 5621.629395
	Iteration 54Q: 3 clusters Score -1.157888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11578882.000000 Penalty: 5621.629395
	Iteration 55Q: 3 clusters Score -1.157888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82177 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11578890.000000 Penalty: 5621.629395
	Iteration 56Q: 3 clusters Score -1.157889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11578881.000000 Penalty: 5621.629395
	Iteration 57Q: 3 clusters Score -1.157888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -11578885.000000 Penalty: 5621.629395
	Iteration 58Q: 3 clusters Score -1.157888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -11578880.000000 Penalty: 5621.629395
	Iteration 59Q: 3 clusters Score -1.157888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -11578891.000000 Penalty: 5621.629395
	Iteration 60F: 3 clusters Score -1.157889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11578890.000000 Penalty: 5621.629395
	Iteration 61Q: 3 clusters Score -1.157889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11578894.000000 Penalty: 5621.629395
	Iteration 62Q: 3 clusters Score -1.157889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82196 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -11578889.000000 Penalty: 5621.629395
	Iteration 63Q: 3 clusters Score -1.157889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11578888.000000 Penalty: 5621.629395
	Iteration 64Q: 3 clusters Score -1.157889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -11578886.000000 Penalty: 5621.629395
	Iteration 65Q: 3 clusters Score -1.157889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11578874.000000 Penalty: 5621.629395
	Iteration 66Q: 3 clusters Score -1.157887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11578876.000000 Penalty: 5621.629395
	Iteration 67Q: 3 clusters Score -1.157888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -11578882.000000 Penalty: 5621.629395
	Iteration 68Q: 3 clusters Score -1.157888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -11578888.000000 Penalty: 5621.629395
	Iteration 69Q: 3 clusters Score -1.157889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82217 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -11578888.000000 Penalty: 5621.629395
	Iteration 70Q: 3 clusters Score -1.157889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82219 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -11578886.000000 Penalty: 5621.629395
	Iteration 71Q: 3 clusters Score -1.157889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11578891.000000 Penalty: 5621.629395
	Iteration 72Q: 3 clusters Score -1.157889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11578891.000000 Penalty: 5621.629395
	Iteration 73F: 3 clusters Score -1.157889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Entering Unmasked Estep 
Score: -5979125.500000 Penalty: 2645.814453
	Iteration 0F: 2 clusters Score -5979126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -5950058.500000 Penalty: 5291.628906
	Iteration 0F: 3 clusters Score -5950058 nChanged 19779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -5960871.000000 Penalty: 5291.628906
	Iteration 1F: 3 clusters Score -5960871 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -5961453.000000 Penalty: 5291.628906
	Iteration 2Q: 3 clusters Score -5961453 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5961995.000000 Penalty: 5291.628906
	Iteration 3Q: 3 clusters Score -5961995 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -5962467.500000 Penalty: 5291.628906
	Iteration 4Q: 3 clusters Score -5962468 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -5962922.000000 Penalty: 5291.628906
	Iteration 5Q: 3 clusters Score -5962922 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -5963354.000000 Penalty: 5291.628906
	Iteration 6Q: 3 clusters Score -5963354 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -5963872.500000 Penalty: 5291.628906
	Iteration 7Q: 3 clusters Score -5963872 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -5964409.000000 Penalty: 5291.628906
	Iteration 8Q: 3 clusters Score -5964409 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -5965025.500000 Penalty: 5291.628906
	Iteration 9Q: 3 clusters Score -5965026 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -5965701.000000 Penalty: 5291.628906
	Iteration 10Q: 3 clusters Score -5965701 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -5966568.000000 Penalty: 5291.628906
	Iteration 11Q: 3 clusters Score -5966568 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -5967595.500000 Penalty: 5291.628906
	Iteration 12Q: 3 clusters Score -5967596 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -5968708.000000 Penalty: 5291.628906
	Iteration 13Q: 3 clusters Score -5968708 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -5969809.000000 Penalty: 5291.628906
	Iteration 14Q: 3 clusters Score -5969809 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -5970724.000000 Penalty: 5291.628906
	Iteration 15Q: 3 clusters Score -5970724 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -5971448.000000 Penalty: 5291.628906
	Iteration 16Q: 3 clusters Score -5971448 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -5972019.000000 Penalty: 5291.628906
	Iteration 17Q: 3 clusters Score -5972019 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -5972469.000000 Penalty: 5291.628906
	Iteration 18Q: 3 clusters Score -5972469 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -5972850.500000 Penalty: 5291.628906
	Iteration 19Q: 3 clusters Score -5972850 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5973155.000000 Penalty: 5291.628906
	Iteration 20F: 3 clusters Score -5973155 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -5973384.500000 Penalty: 5291.628906
	Iteration 21Q: 3 clusters Score -5973384 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -5973677.500000 Penalty: 5291.628906
	Iteration 22Q: 3 clusters Score -5973678 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -5973891.500000 Penalty: 5291.628906
	Iteration 23Q: 3 clusters Score -5973892 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -5974136.000000 Penalty: 5291.628906
	Iteration 24Q: 3 clusters Score -5974136 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5974483.000000 Penalty: 5291.628906
	Iteration 25Q: 3 clusters Score -5974483 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -5974801.500000 Penalty: 5291.628906
	Iteration 26Q: 3 clusters Score -5974802 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -5975103.000000 Penalty: 5291.628906
	Iteration 27Q: 3 clusters Score -5975103 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -5975382.000000 Penalty: 5291.628906
	Iteration 28Q: 3 clusters Score -5975382 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -5975595.000000 Penalty: 5291.628906
	Iteration 29Q: 3 clusters Score -5975595 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5975788.000000 Penalty: 5291.628906
	Iteration 30Q: 3 clusters Score -5975788 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -5975967.500000 Penalty: 5291.628906
	Iteration 31Q: 3 clusters Score -5975968 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -5976124.000000 Penalty: 5291.628906
	Iteration 32Q: 3 clusters Score -5976124 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -5976242.500000 Penalty: 5291.628906
	Iteration 33Q: 3 clusters Score -5976242 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5976330.500000 Penalty: 5291.628906
	Iteration 34Q: 3 clusters Score -5976330 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5976428.500000 Penalty: 5291.628906
	Iteration 35Q: 3 clusters Score -5976428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -5976499.500000 Penalty: 5291.628906
	Iteration 36Q: 3 clusters Score -5976500 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5976550.000000 Penalty: 5291.628906
	Iteration 37Q: 3 clusters Score -5976550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -5976592.000000 Penalty: 5291.628906
	Iteration 38Q: 3 clusters Score -5976592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -5976640.500000 Penalty: 5291.628906
	Iteration 39Q: 3 clusters Score -5976640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -5976663.500000 Penalty: 5291.628906
	Iteration 40F: 3 clusters Score -5976664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -5976686.000000 Penalty: 5291.628906
	Iteration 41Q: 3 clusters Score -5976686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -5976713.000000 Penalty: 5291.628906
	Iteration 42Q: 3 clusters Score -5976713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -5976727.500000 Penalty: 5291.628906
	Iteration 43Q: 3 clusters Score -5976728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -5976737.500000 Penalty: 5291.628906
	Iteration 44Q: 3 clusters Score -5976738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -5976754.000000 Penalty: 5291.628906
	Iteration 45Q: 3 clusters Score -5976754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5976764.500000 Penalty: 5291.628906
	Iteration 46Q: 3 clusters Score -5976764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5976771.500000 Penalty: 5291.628906
	Iteration 47Q: 3 clusters Score -5976772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -5976780.500000 Penalty: 5291.628906
	Iteration 48Q: 3 clusters Score -5976780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5976795.500000 Penalty: 5291.628906
	Iteration 49Q: 3 clusters Score -5976796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -5976806.500000 Penalty: 5291.628906
	Iteration 50Q: 3 clusters Score -5976806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -5976817.000000 Penalty: 5291.628906
	Iteration 51Q: 3 clusters Score -5976817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -5976817.500000 Penalty: 5291.628906
	Iteration 52Q: 3 clusters Score -5976818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -5976832.500000 Penalty: 5291.628906
	Iteration 53Q: 3 clusters Score -5976832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -5976833.500000 Penalty: 5291.628906
	Iteration 54Q: 3 clusters Score -5976834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -5976842.000000 Penalty: 5291.628906
	Iteration 55Q: 3 clusters Score -5976842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -5976855.000000 Penalty: 5291.628906
	Iteration 56Q: 3 clusters Score -5976855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -5976856.500000 Penalty: 5291.628906
	Iteration 57Q: 3 clusters Score -5976856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -5976868.000000 Penalty: 5291.628906
	Iteration 58Q: 3 clusters Score -5976868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -5976873.500000 Penalty: 5291.628906
	Iteration 59Q: 3 clusters Score -5976874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5976881.500000 Penalty: 5291.628906
	Iteration 60F: 3 clusters Score -5976882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5976872.500000 Penalty: 5291.628906
	Iteration 61Q: 3 clusters Score -5976872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -5976880.000000 Penalty: 5291.628906
	Iteration 62Q: 3 clusters Score -5976880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -5976890.500000 Penalty: 5291.628906
	Iteration 63Q: 3 clusters Score -5976890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -5976891.000000 Penalty: 5291.628906
	Iteration 64Q: 3 clusters Score -5976891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -5976888.500000 Penalty: 5291.628906
	Iteration 65Q: 3 clusters Score -5976888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -5976893.500000 Penalty: 5291.628906
	Iteration 66Q: 3 clusters Score -5976894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -5976894.000000 Penalty: 5291.628906
	Iteration 67Q: 3 clusters Score -5976894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -5976897.500000 Penalty: 5291.628906
	Iteration 68Q: 3 clusters Score -5976898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5976897.500000 Penalty: 5291.628906
	Iteration 69Q: 3 clusters Score -5976898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5976897.500000 Penalty: 5291.628906
	Iteration 70F: 3 clusters Score -5976898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -64590.468750 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -64590.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63070.882812 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -63070.88 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63264.351562 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -63264.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63327.410156 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -63327.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63340.960938 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -63340.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63342.113281 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -63342.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63343.125000 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -63343.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63343.125000 Penalty: 3100.944336
	Iteration 6F: 3 clusters Score -63343.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56751.851562 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56751.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55283.246094 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55283.25 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55618.699219 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55618.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55719.164062 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55719.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55782.488281 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55782.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55837.910156 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55837.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55867.351562 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55867.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55876.816406 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55876.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55879.078125 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -55879.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55879.078125 Penalty: 3078.461670
	Iteration 8F: 3 clusters Score -55879.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Entering Unmasked Estep 
Score: -1011672.750000 Penalty: 2214.500000
	Iteration 0F: 2 clusters Score -1011673 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 3738 members 
Entering Unmasked Estep 
Score: -1005574.687500 Penalty: 4429.000000
	Iteration 0F: 3 clusters Score -1005575 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1007195.687500 Penalty: 4429.000000
	Iteration 1F: 3 clusters Score -1007196 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1007472.562500 Penalty: 4429.000000
	Iteration 2F: 3 clusters Score -1007473 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1007682.062500 Penalty: 4429.000000
	Iteration 3F: 3 clusters Score -1007682 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1007829.562500 Penalty: 4429.000000
	Iteration 4Q: 3 clusters Score -1007830 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1007940.750000 Penalty: 4429.000000
	Iteration 5Q: 3 clusters Score -1007941 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1008043.562500 Penalty: 4429.000000
	Iteration 6Q: 3 clusters Score -1008044 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1008133.375000 Penalty: 4429.000000
	Iteration 7Q: 3 clusters Score -1008133 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1008222.500000 Penalty: 4429.000000
	Iteration 8Q: 3 clusters Score -1008222 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1008326.437500 Penalty: 4429.000000
	Iteration 9Q: 3 clusters Score -1008326 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1008431.437500 Penalty: 4429.000000
	Iteration 10Q: 3 clusters Score -1008431 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1008538.062500 Penalty: 4429.000000
	Iteration 11Q: 3 clusters Score -1008538 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1008630.062500 Penalty: 4429.000000
	Iteration 12Q: 3 clusters Score -1008630 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1008708.875000 Penalty: 4429.000000
	Iteration 13Q: 3 clusters Score -1008709 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1008788.187500 Penalty: 4429.000000
	Iteration 14Q: 3 clusters Score -1008788 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1008867.750000 Penalty: 4429.000000
	Iteration 15Q: 3 clusters Score -1008868 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1008951.312500 Penalty: 4429.000000
	Iteration 16Q: 3 clusters Score -1008951 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1009027.687500 Penalty: 4429.000000
	Iteration 17Q: 3 clusters Score -1009028 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1009112.937500 Penalty: 4429.000000
	Iteration 18Q: 3 clusters Score -1009113 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1009206.375000 Penalty: 4429.000000
	Iteration 19Q: 3 clusters Score -1009206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1009291.250000 Penalty: 4429.000000
	Iteration 20F: 3 clusters Score -1009291 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1009355.000000 Penalty: 4429.000000
	Iteration 21Q: 3 clusters Score -1009355 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1009410.750000 Penalty: 4429.000000
	Iteration 22Q: 3 clusters Score -1009411 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1009460.000000 Penalty: 4429.000000
	Iteration 23Q: 3 clusters Score -1009460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1009497.687500 Penalty: 4429.000000
	Iteration 24Q: 3 clusters Score -1009498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1009519.750000 Penalty: 4429.000000
	Iteration 25Q: 3 clusters Score -1009520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1009539.562500 Penalty: 4429.000000
	Iteration 26Q: 3 clusters Score -1009540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1009557.062500 Penalty: 4429.000000
	Iteration 27Q: 3 clusters Score -1009557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1009574.937500 Penalty: 4429.000000
	Iteration 28Q: 3 clusters Score -1009575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1009587.062500 Penalty: 4429.000000
	Iteration 29Q: 3 clusters Score -1009587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1009598.187500 Penalty: 4429.000000
	Iteration 30Q: 3 clusters Score -1009598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1009604.000000 Penalty: 4429.000000
	Iteration 31Q: 3 clusters Score -1009604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1009609.375000 Penalty: 4429.000000
	Iteration 32Q: 3 clusters Score -1009609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1009611.437500 Penalty: 4429.000000
	Iteration 33Q: 3 clusters Score -1009611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1009618.125000 Penalty: 4429.000000
	Iteration 34Q: 3 clusters Score -1009618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1009630.437500 Penalty: 4429.000000
	Iteration 35Q: 3 clusters Score -1009630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1009637.937500 Penalty: 4429.000000
	Iteration 36Q: 3 clusters Score -1009638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1009643.062500 Penalty: 4429.000000
	Iteration 37Q: 3 clusters Score -1009643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1009646.187500 Penalty: 4429.000000
	Iteration 38Q: 3 clusters Score -1009646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1009650.250000 Penalty: 4429.000000
	Iteration 39Q: 3 clusters Score -1009650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1009652.000000 Penalty: 4429.000000
	Iteration 40F: 3 clusters Score -1009652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1009655.125000 Penalty: 4429.000000
	Iteration 41Q: 3 clusters Score -1009655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1009656.562500 Penalty: 4429.000000
	Iteration 42Q: 3 clusters Score -1009657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1009659.187500 Penalty: 4429.000000
	Iteration 43Q: 3 clusters Score -1009659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1009659.875000 Penalty: 4429.000000
	Iteration 44Q: 3 clusters Score -1009660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1009665.062500 Penalty: 4429.000000
	Iteration 45Q: 3 clusters Score -1009665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1009668.562500 Penalty: 4429.000000
	Iteration 46Q: 3 clusters Score -1009669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1009672.062500 Penalty: 4429.000000
	Iteration 47Q: 3 clusters Score -1009672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1009679.250000 Penalty: 4429.000000
	Iteration 48Q: 3 clusters Score -1009679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1009684.500000 Penalty: 4429.000000
	Iteration 49Q: 3 clusters Score -1009684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1009685.437500 Penalty: 4429.000000
	Iteration 50Q: 3 clusters Score -1009685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1009689.375000 Penalty: 4429.000000
	Iteration 51Q: 3 clusters Score -1009689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1009691.687500 Penalty: 4429.000000
	Iteration 52Q: 3 clusters Score -1009692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1009691.875000 Penalty: 4429.000000
	Iteration 53Q: 3 clusters Score -1009692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1009693.750000 Penalty: 4429.000000
	Iteration 54Q: 3 clusters Score -1009694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1009693.750000 Penalty: 4429.000000
	Iteration 55F: 3 clusters Score -1009694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -190935.843750 Penalty: 1795.858887
	Iteration 0F: 2 clusters Score -190935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -188696.562500 Penalty: 3591.717773
	Iteration 0F: 3 clusters Score -188696.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -189064.515625 Penalty: 3591.717773
	Iteration 1F: 3 clusters Score -189064.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -189167.640625 Penalty: 3591.717773
	Iteration 2F: 3 clusters Score -189167.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -189225.890625 Penalty: 3591.717773
	Iteration 3Q: 3 clusters Score -189225.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -189251.671875 Penalty: 3591.717773
	Iteration 4Q: 3 clusters Score -189251.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -189266.187500 Penalty: 3591.717773
	Iteration 5Q: 3 clusters Score -189266.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -189276.218750 Penalty: 3591.717773
	Iteration 6Q: 3 clusters Score -189276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189282.093750 Penalty: 3591.717773
	Iteration 7Q: 3 clusters Score -189282.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -189293.593750 Penalty: 3591.717773
	Iteration 8Q: 3 clusters Score -189293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -189297.765625 Penalty: 3591.717773
	Iteration 9Q: 3 clusters Score -189297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -189299.015625 Penalty: 3591.717773
	Iteration 10Q: 3 clusters Score -189299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -189299.140625 Penalty: 3591.717773
	Iteration 11Q: 3 clusters Score -189299.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -189299.140625 Penalty: 3591.717773
	Iteration 12F: 3 clusters Score -189299.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -409122.562500 Penalty: 2000.419556
	Iteration 0F: 2 clusters Score -409122.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -405731.062500 Penalty: 4000.839111
	Iteration 0F: 3 clusters Score -405731.1 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -406477.468750 Penalty: 4000.839111
	Iteration 1F: 3 clusters Score -406477.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -406640.000000 Penalty: 4000.839111
	Iteration 2F: 3 clusters Score -406640 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -406732.343750 Penalty: 4000.839111
	Iteration 3Q: 3 clusters Score -406732.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -406837.718750 Penalty: 4000.839111
	Iteration 4Q: 3 clusters Score -406837.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -406942.250000 Penalty: 4000.839111
	Iteration 5Q: 3 clusters Score -406942.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -407053.562500 Penalty: 4000.839111
	Iteration 6Q: 3 clusters Score -407053.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -407161.500000 Penalty: 4000.839111
	Iteration 7Q: 3 clusters Score -407161.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -407258.468750 Penalty: 4000.839111
	Iteration 8Q: 3 clusters Score -407258.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -407358.187500 Penalty: 4000.839111
	Iteration 9Q: 3 clusters Score -407358.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -407426.625000 Penalty: 4000.839111
	Iteration 10Q: 3 clusters Score -407426.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -407476.000000 Penalty: 4000.839111
	Iteration 11Q: 3 clusters Score -407476 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -407522.468750 Penalty: 4000.839111
	Iteration 12Q: 3 clusters Score -407522.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -407566.093750 Penalty: 4000.839111
	Iteration 13Q: 3 clusters Score -407566.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -407606.812500 Penalty: 4000.839111
	Iteration 14Q: 3 clusters Score -407606.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -407641.312500 Penalty: 4000.839111
	Iteration 15Q: 3 clusters Score -407641.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -407666.187500 Penalty: 4000.839111
	Iteration 16Q: 3 clusters Score -407666.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -407684.843750 Penalty: 4000.839111
	Iteration 17Q: 3 clusters Score -407684.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -407696.343750 Penalty: 4000.839111
	Iteration 18Q: 3 clusters Score -407696.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -407706.843750 Penalty: 4000.839111
	Iteration 19Q: 3 clusters Score -407706.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -407716.343750 Penalty: 4000.839111
	Iteration 20F: 3 clusters Score -407716.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -407728.781250 Penalty: 4000.839111
	Iteration 21Q: 3 clusters Score -407728.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -407744.593750 Penalty: 4000.839111
	Iteration 22Q: 3 clusters Score -407744.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -407758.812500 Penalty: 4000.839111
	Iteration 23Q: 3 clusters Score -407758.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -407773.468750 Penalty: 4000.839111
	Iteration 24Q: 3 clusters Score -407773.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -407787.656250 Penalty: 4000.839111
	Iteration 25Q: 3 clusters Score -407787.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -407804.218750 Penalty: 4000.839111
	Iteration 26Q: 3 clusters Score -407804.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -407817.281250 Penalty: 4000.839111
	Iteration 27Q: 3 clusters Score -407817.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -407829.312500 Penalty: 4000.839111
	Iteration 28Q: 3 clusters Score -407829.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -407840.250000 Penalty: 4000.839111
	Iteration 29Q: 3 clusters Score -407840.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -407858.375000 Penalty: 4000.839111
	Iteration 30Q: 3 clusters Score -407858.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -407877.562500 Penalty: 4000.839111
	Iteration 31Q: 3 clusters Score -407877.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -407891.875000 Penalty: 4000.839111
	Iteration 32Q: 3 clusters Score -407891.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -407906.812500 Penalty: 4000.839111
	Iteration 33Q: 3 clusters Score -407906.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -407924.781250 Penalty: 4000.839111
	Iteration 34Q: 3 clusters Score -407924.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -407936.406250 Penalty: 4000.839111
	Iteration 35Q: 3 clusters Score -407936.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -407942.281250 Penalty: 4000.839111
	Iteration 36Q: 3 clusters Score -407942.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -407947.125000 Penalty: 4000.839111
	Iteration 37Q: 3 clusters Score -407947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -407949.750000 Penalty: 4000.839111
	Iteration 38Q: 3 clusters Score -407949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -407953.718750 Penalty: 4000.839111
	Iteration 39Q: 3 clusters Score -407953.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -407954.906250 Penalty: 4000.839111
	Iteration 40F: 3 clusters Score -407954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -407954.843750 Penalty: 4000.839111
	Iteration 41Q: 3 clusters Score -407954.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -407954.843750 Penalty: 4000.839111
	Iteration 42F: 3 clusters Score -407954.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152208 members 
Entering Unmasked Estep 
Score: -21073162.000000 Penalty: 2959.384766
	Iteration 0F: 2 clusters Score -2.107316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -20973436.000000 Penalty: 5918.769531
	Iteration 0F: 3 clusters Score -2.097344e+07 nChanged 72543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -21015464.000000 Penalty: 5918.769531
	Iteration 1F: 3 clusters Score -2.101546e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -21016342.000000 Penalty: 5918.769531
	Iteration 2Q: 3 clusters Score -2.101634e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -21017276.000000 Penalty: 5918.769531
	Iteration 3Q: 3 clusters Score -2.101728e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -21018660.000000 Penalty: 5918.769531
	Iteration 4Q: 3 clusters Score -2.101866e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -21020598.000000 Penalty: 5918.769531
	Iteration 5Q: 3 clusters Score -2.10206e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87953 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -21023382.000000 Penalty: 5918.769531
	Iteration 6Q: 3 clusters Score -2.102338e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -21027650.000000 Penalty: 5918.769531
	Iteration 7Q: 3 clusters Score -2.102765e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -21033638.000000 Penalty: 5918.769531
	Iteration 8F: 3 clusters Score -2.103364e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -21041006.000000 Penalty: 5918.769531
	Iteration 9F: 3 clusters Score -2.104101e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114270 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -21047880.000000 Penalty: 5918.769531
	Iteration 10F: 3 clusters Score -2.104788e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120266 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -21053166.000000 Penalty: 5918.769531
	Iteration 11F: 3 clusters Score -2.105317e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125136 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -21056850.000000 Penalty: 5918.769531
	Iteration 12Q: 3 clusters Score -2.105685e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129334 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -21059514.000000 Penalty: 5918.769531
	Iteration 13Q: 3 clusters Score -2.105951e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133033 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -21061926.000000 Penalty: 5918.769531
	Iteration 14Q: 3 clusters Score -2.106193e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -21063628.000000 Penalty: 5918.769531
	Iteration 15Q: 3 clusters Score -2.106363e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139036 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -21065130.000000 Penalty: 5918.769531
	Iteration 16Q: 3 clusters Score -2.106513e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141493 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -21066440.000000 Penalty: 5918.769531
	Iteration 17Q: 3 clusters Score -2.106644e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143553 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -21067416.000000 Penalty: 5918.769531
	Iteration 18Q: 3 clusters Score -2.106742e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145200 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -21068348.000000 Penalty: 5918.769531
	Iteration 19Q: 3 clusters Score -2.106835e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146530 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -21069042.000000 Penalty: 5918.769531
	Iteration 20F: 3 clusters Score -2.106904e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147550 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -21069518.000000 Penalty: 5918.769531
	Iteration 21Q: 3 clusters Score -2.106952e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148290 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -21069880.000000 Penalty: 5918.769531
	Iteration 22Q: 3 clusters Score -2.106988e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148834 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -21070076.000000 Penalty: 5918.769531
	Iteration 23Q: 3 clusters Score -2.107008e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149231 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -21070198.000000 Penalty: 5918.769531
	Iteration 24Q: 3 clusters Score -2.10702e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149559 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -21070284.000000 Penalty: 5918.769531
	Iteration 25Q: 3 clusters Score -2.107028e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149837 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -21070420.000000 Penalty: 5918.769531
	Iteration 26Q: 3 clusters Score -2.107042e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150041 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -21070422.000000 Penalty: 5918.769531
	Iteration 27Q: 3 clusters Score -2.107042e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150208 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -21070478.000000 Penalty: 5918.769531
	Iteration 28Q: 3 clusters Score -2.107048e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150343 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21070498.000000 Penalty: 5918.769531
	Iteration 29Q: 3 clusters Score -2.10705e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150466 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -21070552.000000 Penalty: 5918.769531
	Iteration 30Q: 3 clusters Score -2.107055e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150558 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -21070590.000000 Penalty: 5918.769531
	Iteration 31Q: 3 clusters Score -2.107059e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150631 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -21070614.000000 Penalty: 5918.769531
	Iteration 32Q: 3 clusters Score -2.107061e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150685 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -21070628.000000 Penalty: 5918.769531
	Iteration 33Q: 3 clusters Score -2.107063e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150728 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -21070630.000000 Penalty: 5918.769531
	Iteration 34Q: 3 clusters Score -2.107063e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150772 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -21070644.000000 Penalty: 5918.769531
	Iteration 35Q: 3 clusters Score -2.107064e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150812 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21070702.000000 Penalty: 5918.769531
	Iteration 36Q: 3 clusters Score -2.10707e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150853 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -21070734.000000 Penalty: 5918.769531
	Iteration 37Q: 3 clusters Score -2.107073e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150896 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21070780.000000 Penalty: 5918.769531
	Iteration 38Q: 3 clusters Score -2.107078e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -21070796.000000 Penalty: 5918.769531
	Iteration 39Q: 3 clusters Score -2.10708e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150961 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -21070800.000000 Penalty: 5918.769531
	Iteration 40F: 3 clusters Score -2.10708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150978 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -21070778.000000 Penalty: 5918.769531
	Iteration 41Q: 3 clusters Score -2.107078e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151005 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21070784.000000 Penalty: 5918.769531
	Iteration 42Q: 3 clusters Score -2.107078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151018 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -21070798.000000 Penalty: 5918.769531
	Iteration 43Q: 3 clusters Score -2.10708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -21070822.000000 Penalty: 5918.769531
	Iteration 44Q: 3 clusters Score -2.107082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151050 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21070840.000000 Penalty: 5918.769531
	Iteration 45Q: 3 clusters Score -2.107084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -21070830.000000 Penalty: 5918.769531
	Iteration 46Q: 3 clusters Score -2.107083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151072 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -21070832.000000 Penalty: 5918.769531
	Iteration 47Q: 3 clusters Score -2.107083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -21070848.000000 Penalty: 5918.769531
	Iteration 48Q: 3 clusters Score -2.107085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151088 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -21070840.000000 Penalty: 5918.769531
	Iteration 49Q: 3 clusters Score -2.107084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151089 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -21070830.000000 Penalty: 5918.769531
	Iteration 50Q: 3 clusters Score -2.107083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151090 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21070838.000000 Penalty: 5918.769531
	Iteration 51Q: 3 clusters Score -2.107084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151090 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21070838.000000 Penalty: 5918.769531
	Iteration 52F: 3 clusters Score -2.107084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (183605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183605 members 
Entering Unmasked Estep 
Score: -25304346.000000 Penalty: 3005.894287
	Iteration 0F: 2 clusters Score -2.530435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91627 members 
Mstep: Class 2 contains 91978 members 
Entering Unmasked Estep 
Score: -25185750.000000 Penalty: 6011.788574
	Iteration 0F: 3 clusters Score -2.518575e+07 nChanged 87929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -25236348.000000 Penalty: 6011.788574
	Iteration 1F: 3 clusters Score -2.523635e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88903 members 
Mstep: Class 2 contains 94702 members 
Entering Unmasked Estep 
Score: -25237176.000000 Penalty: 6011.788574
	Iteration 2Q: 3 clusters Score -2.523718e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -25238082.000000 Penalty: 6011.788574
	Iteration 3Q: 3 clusters Score -2.523808e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 99007 members 
Entering Unmasked Estep 
Score: -25239500.000000 Penalty: 6011.788574
	Iteration 4Q: 3 clusters Score -2.52395e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 102914 members 
Entering Unmasked Estep 
Score: -25241700.000000 Penalty: 6011.788574
	Iteration 5Q: 3 clusters Score -2.52417e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74915 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -25245736.000000 Penalty: 6011.788574
	Iteration 6Q: 3 clusters Score -2.524574e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 116825 members 
Entering Unmasked Estep 
Score: -25252144.000000 Penalty: 6011.788574
	Iteration 7F: 3 clusters Score -2.525214e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 127283 members 
Entering Unmasked Estep 
Score: -25261122.000000 Penalty: 6011.788574
	Iteration 8F: 3 clusters Score -2.526112e+07 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 138997 members 
Entering Unmasked Estep 
Score: -25271620.000000 Penalty: 6011.788574
	Iteration 9F: 3 clusters Score -2.527162e+07 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 149688 members 
Entering Unmasked Estep 
Score: -25280700.000000 Penalty: 6011.788574
	Iteration 10F: 3 clusters Score -2.52807e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -25287266.000000 Penalty: 6011.788574
	Iteration 11Q: 3 clusters Score -2.528727e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 164099 members 
Entering Unmasked Estep 
Score: -25291492.000000 Penalty: 6011.788574
	Iteration 12Q: 3 clusters Score -2.529149e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 168225 members 
Entering Unmasked Estep 
Score: -25294022.000000 Penalty: 6011.788574
	Iteration 13Q: 3 clusters Score -2.529402e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 171272 members 
Entering Unmasked Estep 
Score: -25295736.000000 Penalty: 6011.788574
	Iteration 14Q: 3 clusters Score -2.529574e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 173563 members 
Entering Unmasked Estep 
Score: -25297118.000000 Penalty: 6011.788574
	Iteration 15Q: 3 clusters Score -2.529712e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 175325 members 
Entering Unmasked Estep 
Score: -25298090.000000 Penalty: 6011.788574
	Iteration 16Q: 3 clusters Score -2.529809e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 176679 members 
Entering Unmasked Estep 
Score: -25298926.000000 Penalty: 6011.788574
	Iteration 17Q: 3 clusters Score -2.529893e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 177768 members 
Entering Unmasked Estep 
Score: -25299580.000000 Penalty: 6011.788574
	Iteration 18Q: 3 clusters Score -2.529958e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 178669 members 
Entering Unmasked Estep 
Score: -25300032.000000 Penalty: 6011.788574
	Iteration 19Q: 3 clusters Score -2.530003e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 179348 members 
Entering Unmasked Estep 
Score: -25300282.000000 Penalty: 6011.788574
	Iteration 20F: 3 clusters Score -2.530028e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 179885 members 
Entering Unmasked Estep 
Score: -25300516.000000 Penalty: 6011.788574
	Iteration 21Q: 3 clusters Score -2.530052e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 180301 members 
Entering Unmasked Estep 
Score: -25300726.000000 Penalty: 6011.788574
	Iteration 22Q: 3 clusters Score -2.530073e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 180667 members 
Entering Unmasked Estep 
Score: -25300896.000000 Penalty: 6011.788574
	Iteration 23Q: 3 clusters Score -2.53009e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 180938 members 
Entering Unmasked Estep 
Score: -25300990.000000 Penalty: 6011.788574
	Iteration 24Q: 3 clusters Score -2.530099e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 181163 members 
Entering Unmasked Estep 
Score: -25301070.000000 Penalty: 6011.788574
	Iteration 25Q: 3 clusters Score -2.530107e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 181347 members 
Entering Unmasked Estep 
Score: -25301162.000000 Penalty: 6011.788574
	Iteration 26Q: 3 clusters Score -2.530116e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 181490 members 
Entering Unmasked Estep 
Score: -25301242.000000 Penalty: 6011.788574
	Iteration 27Q: 3 clusters Score -2.530124e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 181622 members 
Entering Unmasked Estep 
Score: -25301300.000000 Penalty: 6011.788574
	Iteration 28Q: 3 clusters Score -2.53013e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 181731 members 
Entering Unmasked Estep 
Score: -25301356.000000 Penalty: 6011.788574
	Iteration 29Q: 3 clusters Score -2.530136e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 181821 members 
Entering Unmasked Estep 
Score: -25301390.000000 Penalty: 6011.788574
	Iteration 30Q: 3 clusters Score -2.530139e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 181908 members 
Entering Unmasked Estep 
Score: -25301418.000000 Penalty: 6011.788574
	Iteration 31Q: 3 clusters Score -2.530142e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 181988 members 
Entering Unmasked Estep 
Score: -25301434.000000 Penalty: 6011.788574
	Iteration 32Q: 3 clusters Score -2.530143e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 182042 members 
Entering Unmasked Estep 
Score: -25301470.000000 Penalty: 6011.788574
	Iteration 33Q: 3 clusters Score -2.530147e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 182094 members 
Entering Unmasked Estep 
Score: -25301498.000000 Penalty: 6011.788574
	Iteration 34Q: 3 clusters Score -2.53015e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 182143 members 
Entering Unmasked Estep 
Score: -25301528.000000 Penalty: 6011.788574
	Iteration 35Q: 3 clusters Score -2.530153e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 182185 members 
Entering Unmasked Estep 
Score: -25301554.000000 Penalty: 6011.788574
	Iteration 36Q: 3 clusters Score -2.530155e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 182224 members 
Entering Unmasked Estep 
Score: -25301550.000000 Penalty: 6011.788574
	Iteration 37Q: 3 clusters Score -2.530155e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 182259 members 
Entering Unmasked Estep 
Score: -25301566.000000 Penalty: 6011.788574
	Iteration 38Q: 3 clusters Score -2.530157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 182280 members 
Entering Unmasked Estep 
Score: -25301568.000000 Penalty: 6011.788574
	Iteration 39Q: 3 clusters Score -2.530157e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 182303 members 
Entering Unmasked Estep 
Score: -25301568.000000 Penalty: 6011.788574
	Iteration 40F: 3 clusters Score -2.530157e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 182321 members 
Entering Unmasked Estep 
Score: -25301574.000000 Penalty: 6011.788574
	Iteration 41Q: 3 clusters Score -2.530157e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 182336 members 
Entering Unmasked Estep 
Score: -25301582.000000 Penalty: 6011.788574
	Iteration 42Q: 3 clusters Score -2.530158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 182343 members 
Entering Unmasked Estep 
Score: -25301570.000000 Penalty: 6011.788574
	Iteration 43Q: 3 clusters Score -2.530157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 182351 members 
Entering Unmasked Estep 
Score: -25301588.000000 Penalty: 6011.788574
	Iteration 44Q: 3 clusters Score -2.530159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 182363 members 
Entering Unmasked Estep 
Score: -25301630.000000 Penalty: 6011.788574
	Iteration 45Q: 3 clusters Score -2.530163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 182373 members 
Entering Unmasked Estep 
Score: -25301638.000000 Penalty: 6011.788574
	Iteration 46Q: 3 clusters Score -2.530164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 182380 members 
Entering Unmasked Estep 
Score: -25301630.000000 Penalty: 6011.788574
	Iteration 47Q: 3 clusters Score -2.530163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 182386 members 
Entering Unmasked Estep 
Score: -25301632.000000 Penalty: 6011.788574
	Iteration 48Q: 3 clusters Score -2.530163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 182397 members 
Entering Unmasked Estep 
Score: -25301640.000000 Penalty: 6011.788574
	Iteration 49Q: 3 clusters Score -2.530164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 182406 members 
Entering Unmasked Estep 
Score: -25301646.000000 Penalty: 6011.788574
	Iteration 50Q: 3 clusters Score -2.530165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 182411 members 
Entering Unmasked Estep 
Score: -25301644.000000 Penalty: 6011.788574
	Iteration 51Q: 3 clusters Score -2.530164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 182416 members 
Entering Unmasked Estep 
Score: -25301646.000000 Penalty: 6011.788574
	Iteration 52Q: 3 clusters Score -2.530165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 182420 members 
Entering Unmasked Estep 
Score: -25301648.000000 Penalty: 6011.788574
	Iteration 53Q: 3 clusters Score -2.530165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 182422 members 
Entering Unmasked Estep 
Score: -25301648.000000 Penalty: 6011.788574
	Iteration 54Q: 3 clusters Score -2.530165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 182422 members 
Entering Unmasked Estep 
Score: -25301624.000000 Penalty: 6011.788574
	Iteration 55Q: 3 clusters Score -2.530162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 182425 members 
Entering Unmasked Estep 
Score: -25301630.000000 Penalty: 6011.788574
	Iteration 56Q: 3 clusters Score -2.530163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 182428 members 
Entering Unmasked Estep 
Score: -25301622.000000 Penalty: 6011.788574
	Iteration 57Q: 3 clusters Score -2.530162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 182433 members 
Entering Unmasked Estep 
Score: -25301632.000000 Penalty: 6011.788574
	Iteration 58Q: 3 clusters Score -2.530163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 182437 members 
Entering Unmasked Estep 
Score: -25301628.000000 Penalty: 6011.788574
	Iteration 59Q: 3 clusters Score -2.530163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 182441 members 
Entering Unmasked Estep 
Score: -25301654.000000 Penalty: 6011.788574
	Iteration 60F: 3 clusters Score -2.530165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 182444 members 
Entering Unmasked Estep 
Score: -25301634.000000 Penalty: 6011.788574
	Iteration 61Q: 3 clusters Score -2.530163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 182448 members 
Entering Unmasked Estep 
Score: -25301636.000000 Penalty: 6011.788574
	Iteration 62Q: 3 clusters Score -2.530164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 182453 members 
Entering Unmasked Estep 
Score: -25301630.000000 Penalty: 6011.788574
	Iteration 63Q: 3 clusters Score -2.530163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 182461 members 
Entering Unmasked Estep 
Score: -25301652.000000 Penalty: 6011.788574
	Iteration 64Q: 3 clusters Score -2.530165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 182468 members 
Entering Unmasked Estep 
Score: -25301648.000000 Penalty: 6011.788574
	Iteration 65Q: 3 clusters Score -2.530165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 182472 members 
Entering Unmasked Estep 
Score: -25301656.000000 Penalty: 6011.788574
	Iteration 66Q: 3 clusters Score -2.530166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 182473 members 
Entering Unmasked Estep 
Score: -25301654.000000 Penalty: 6011.788574
	Iteration 67Q: 3 clusters Score -2.530165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 182473 members 
Entering Unmasked Estep 
Score: -25301654.000000 Penalty: 6011.788574
	Iteration 68F: 3 clusters Score -2.530165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -84037.031250 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -84037.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82466.851562 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -82466.85 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83085.695312 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -83085.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83434.976562 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -83434.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83692.507812 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -83692.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83845.085938 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -83845.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -83948.796875 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -83948.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -84023.640625 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -84023.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -84126.617188 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -84126.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -84249.312500 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -84249.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -84421.929688 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -84421.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -84757.726562 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -84757.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -84787.000000 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -84787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -84800.398438 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -84800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -84806.312500 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -84806.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -84819.703125 Penalty: 3264.684326
	Iteration 14Q: 3 clusters Score -84819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -84824.125000 Penalty: 3264.684326
	Iteration 15Q: 3 clusters Score -84824.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -84824.125000 Penalty: 3264.684326
	Iteration 16F: 3 clusters Score -84824.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146860 members 
Mstep: Class 2 contains 83611 members 
Mstep: Class 3 contains 42985 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7551 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3185 members 
Mstep: Class 9 contains 152208 members 
Mstep: Class 10 contains 183605 members 
Mstep: Class 11 contains 107 members 
Mstep: Class 12 contains 54152 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4200 members 
Mstep: Class 16 contains 161690 members 
Mstep: Class 17 contains 28902 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137499 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 615 members 
Entering Unmasked Estep 
Score: -137449216.000000 Penalty: 78884.125000
Splitting cluster 11 changes total score from -137450000.000000 to -137449216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (54152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Entering Unmasked Estep 
Score: -7296923.500000 Penalty: 2703.088623
	Iteration 0F: 2 clusters Score -7296924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -7260586.000000 Penalty: 5406.177246
	Iteration 0F: 3 clusters Score -7260586 nChanged 25164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -7274460.500000 Penalty: 5406.177246
	Iteration 1F: 3 clusters Score -7274460 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -7275083.500000 Penalty: 5406.177246
	Iteration 2Q: 3 clusters Score -7275084 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -7275881.500000 Penalty: 5406.177246
	Iteration 3Q: 3 clusters Score -7275882 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -7276994.500000 Penalty: 5406.177246
	Iteration 4Q: 3 clusters Score -7276994 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -7278486.000000 Penalty: 5406.177246
	Iteration 5F: 3 clusters Score -7278486 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -7280839.000000 Penalty: 5406.177246
	Iteration 6F: 3 clusters Score -7280839 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -7284102.000000 Penalty: 5406.177246
	Iteration 7F: 3 clusters Score -7284102 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -7287727.000000 Penalty: 5406.177246
	Iteration 8F: 3 clusters Score -7287727 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -7290849.000000 Penalty: 5406.177246
	Iteration 9F: 3 clusters Score -7290849 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -7292816.500000 Penalty: 5406.177246
	Iteration 10Q: 3 clusters Score -7292816 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7293750.000000 Penalty: 5406.177246
	Iteration 11Q: 3 clusters Score -7293750 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7294124.500000 Penalty: 5406.177246
	Iteration 12Q: 3 clusters Score -7294124 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7294287.500000 Penalty: 5406.177246
	Iteration 13Q: 3 clusters Score -7294288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7294383.000000 Penalty: 5406.177246
	Iteration 14Q: 3 clusters Score -7294383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7294439.000000 Penalty: 5406.177246
	Iteration 15Q: 3 clusters Score -7294439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7294478.500000 Penalty: 5406.177246
	Iteration 16Q: 3 clusters Score -7294478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7294492.500000 Penalty: 5406.177246
	Iteration 17Q: 3 clusters Score -7294492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7294506.500000 Penalty: 5406.177246
	Iteration 18Q: 3 clusters Score -7294506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7294519.000000 Penalty: 5406.177246
	Iteration 19Q: 3 clusters Score -7294519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7294526.500000 Penalty: 5406.177246
	Iteration 20F: 3 clusters Score -7294526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7294527.000000 Penalty: 5406.177246
	Iteration 21Q: 3 clusters Score -7294527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7294529.000000 Penalty: 5406.177246
	Iteration 22Q: 3 clusters Score -7294529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7294532.000000 Penalty: 5406.177246
	Iteration 23Q: 3 clusters Score -7294532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7294536.500000 Penalty: 5406.177246
	Iteration 24Q: 3 clusters Score -7294536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7294536.500000 Penalty: 5406.177246
	Iteration 25F: 3 clusters Score -7294536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -152883.312500 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -152883.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -150821.968750 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -150822 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -151134.921875 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -151134.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -151217.328125 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -151217.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151253.890625 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -151253.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -151285.812500 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -151285.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -151300.406250 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -151300.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151319.656250 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -151319.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -151329.265625 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -151329.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -151336.359375 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -151336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -151339.296875 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -151339.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151340.531250 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -151340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -151341.890625 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -151341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -151341.890625 Penalty: 3497.290771
	Iteration 12F: 3 clusters Score -151341.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -107741.195312 Penalty: 1673.401489
	Iteration 0F: 2 clusters Score -107741.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105932.031250 Penalty: 3346.802979
	Iteration 0F: 3 clusters Score -105932 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106196.710938 Penalty: 3346.802979
	Iteration 1F: 3 clusters Score -106196.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -106284.304688 Penalty: 3346.802979
	Iteration 2F: 3 clusters Score -106284.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -106317.960938 Penalty: 3346.802979
	Iteration 3Q: 3 clusters Score -106318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106338.234375 Penalty: 3346.802979
	Iteration 4Q: 3 clusters Score -106338.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -106358.179688 Penalty: 3346.802979
	Iteration 5Q: 3 clusters Score -106358.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -106374.437500 Penalty: 3346.802979
	Iteration 6Q: 3 clusters Score -106374.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -106400.421875 Penalty: 3346.802979
	Iteration 7Q: 3 clusters Score -106400.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -106432.921875 Penalty: 3346.802979
	Iteration 8Q: 3 clusters Score -106432.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -106477.320312 Penalty: 3346.802979
	Iteration 9Q: 3 clusters Score -106477.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -106497.210938 Penalty: 3346.802979
	Iteration 10Q: 3 clusters Score -106497.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -106515.164062 Penalty: 3346.802979
	Iteration 11Q: 3 clusters Score -106515.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106530.828125 Penalty: 3346.802979
	Iteration 12Q: 3 clusters Score -106530.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -106543.546875 Penalty: 3346.802979
	Iteration 13Q: 3 clusters Score -106543.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106553.726562 Penalty: 3346.802979
	Iteration 14Q: 3 clusters Score -106553.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -106563.351562 Penalty: 3346.802979
	Iteration 15Q: 3 clusters Score -106563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106569.257812 Penalty: 3346.802979
	Iteration 16Q: 3 clusters Score -106569.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -106574.078125 Penalty: 3346.802979
	Iteration 17Q: 3 clusters Score -106574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106581.710938 Penalty: 3346.802979
	Iteration 18Q: 3 clusters Score -106581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106592.718750 Penalty: 3346.802979
	Iteration 19Q: 3 clusters Score -106592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -106595.718750 Penalty: 3346.802979
	Iteration 20F: 3 clusters Score -106595.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -106599.656250 Penalty: 3346.802979
	Iteration 21Q: 3 clusters Score -106599.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -106606.320312 Penalty: 3346.802979
	Iteration 22Q: 3 clusters Score -106606.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106619.140625 Penalty: 3346.802979
	Iteration 23Q: 3 clusters Score -106619.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -106628.156250 Penalty: 3346.802979
	Iteration 24Q: 3 clusters Score -106628.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106637.898438 Penalty: 3346.802979
	Iteration 25Q: 3 clusters Score -106637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -106639.929688 Penalty: 3346.802979
	Iteration 26Q: 3 clusters Score -106639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106642.289062 Penalty: 3346.802979
	Iteration 27Q: 3 clusters Score -106642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -106643.773438 Penalty: 3346.802979
	Iteration 28Q: 3 clusters Score -106643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -106647.109375 Penalty: 3346.802979
	Iteration 29Q: 3 clusters Score -106647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -106648.867188 Penalty: 3346.802979
	Iteration 30Q: 3 clusters Score -106648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -106649.125000 Penalty: 3346.802979
	Iteration 31Q: 3 clusters Score -106649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -106649.125000 Penalty: 3346.802979
	Iteration 32F: 3 clusters Score -106649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Entering Unmasked Estep 
Score: -555423.937500 Penalty: 2069.024414
	Iteration 0F: 2 clusters Score -555423.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -551419.875000 Penalty: 4138.048828
	Iteration 0F: 3 clusters Score -551419.9 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -552295.562500 Penalty: 4138.048828
	Iteration 1F: 3 clusters Score -552295.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -552479.812500 Penalty: 4138.048828
	Iteration 2F: 3 clusters Score -552479.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -552609.812500 Penalty: 4138.048828
	Iteration 3Q: 3 clusters Score -552609.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -552719.562500 Penalty: 4138.048828
	Iteration 4Q: 3 clusters Score -552719.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -552817.125000 Penalty: 4138.048828
	Iteration 5Q: 3 clusters Score -552817.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -552883.125000 Penalty: 4138.048828
	Iteration 6Q: 3 clusters Score -552883.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -552934.375000 Penalty: 4138.048828
	Iteration 7Q: 3 clusters Score -552934.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -552979.125000 Penalty: 4138.048828
	Iteration 8Q: 3 clusters Score -552979.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -553022.312500 Penalty: 4138.048828
	Iteration 9Q: 3 clusters Score -553022.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -553060.875000 Penalty: 4138.048828
	Iteration 10Q: 3 clusters Score -553060.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -553087.875000 Penalty: 4138.048828
	Iteration 11Q: 3 clusters Score -553087.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -553107.125000 Penalty: 4138.048828
	Iteration 12Q: 3 clusters Score -553107.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -553128.750000 Penalty: 4138.048828
	Iteration 13Q: 3 clusters Score -553128.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -553150.875000 Penalty: 4138.048828
	Iteration 14Q: 3 clusters Score -553150.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -553174.125000 Penalty: 4138.048828
	Iteration 15Q: 3 clusters Score -553174.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -553193.750000 Penalty: 4138.048828
	Iteration 16Q: 3 clusters Score -553193.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -553212.437500 Penalty: 4138.048828
	Iteration 17Q: 3 clusters Score -553212.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -553230.937500 Penalty: 4138.048828
	Iteration 18Q: 3 clusters Score -553230.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -553250.312500 Penalty: 4138.048828
	Iteration 19Q: 3 clusters Score -553250.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -553269.000000 Penalty: 4138.048828
	Iteration 20F: 3 clusters Score -553269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -553291.000000 Penalty: 4138.048828
	Iteration 21Q: 3 clusters Score -553291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -553305.500000 Penalty: 4138.048828
	Iteration 22Q: 3 clusters Score -553305.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -553318.125000 Penalty: 4138.048828
	Iteration 23Q: 3 clusters Score -553318.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -553331.062500 Penalty: 4138.048828
	Iteration 24Q: 3 clusters Score -553331.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -553346.000000 Penalty: 4138.048828
	Iteration 25Q: 3 clusters Score -553346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -553359.437500 Penalty: 4138.048828
	Iteration 26Q: 3 clusters Score -553359.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -553370.437500 Penalty: 4138.048828
	Iteration 27Q: 3 clusters Score -553370.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -553380.875000 Penalty: 4138.048828
	Iteration 28Q: 3 clusters Score -553380.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -553389.000000 Penalty: 4138.048828
	Iteration 29Q: 3 clusters Score -553389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -553396.000000 Penalty: 4138.048828
	Iteration 30Q: 3 clusters Score -553396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -553399.062500 Penalty: 4138.048828
	Iteration 31Q: 3 clusters Score -553399.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -553401.250000 Penalty: 4138.048828
	Iteration 32Q: 3 clusters Score -553401.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -553402.812500 Penalty: 4138.048828
	Iteration 33Q: 3 clusters Score -553402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -553405.812500 Penalty: 4138.048828
	Iteration 34Q: 3 clusters Score -553405.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -553407.250000 Penalty: 4138.048828
	Iteration 35Q: 3 clusters Score -553407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -553408.875000 Penalty: 4138.048828
	Iteration 36Q: 3 clusters Score -553408.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -553411.062500 Penalty: 4138.048828
	Iteration 37Q: 3 clusters Score -553411.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -553411.875000 Penalty: 4138.048828
	Iteration 38Q: 3 clusters Score -553411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -553413.625000 Penalty: 4138.048828
	Iteration 39Q: 3 clusters Score -553413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -553414.625000 Penalty: 4138.048828
	Iteration 40F: 3 clusters Score -553414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -553414.875000 Penalty: 4138.048828
	Iteration 41Q: 3 clusters Score -553414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -553415.375000 Penalty: 4138.048828
	Iteration 42Q: 3 clusters Score -553415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -553416.375000 Penalty: 4138.048828
	Iteration 43Q: 3 clusters Score -553416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -553417.500000 Penalty: 4138.048828
	Iteration 44Q: 3 clusters Score -553417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -553417.500000 Penalty: 4138.048828
	Iteration 45F: 3 clusters Score -553417.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (161690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161690 members 
Entering Unmasked Estep 
Score: -22267610.000000 Penalty: 2974.372070
	Iteration 0F: 2 clusters Score -2.226761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -22161236.000000 Penalty: 5948.744141
	Iteration 0F: 3 clusters Score -2.216124e+07 nChanged 77319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 81639 members 
Entering Unmasked Estep 
Score: -22206802.000000 Penalty: 5948.744141
	Iteration 1F: 3 clusters Score -2.22068e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -22208284.000000 Penalty: 5948.744141
	Iteration 2Q: 3 clusters Score -2.220828e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -22210186.000000 Penalty: 5948.744141
	Iteration 3Q: 3 clusters Score -2.221019e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -22212870.000000 Penalty: 5948.744141
	Iteration 4Q: 3 clusters Score -2.221287e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -22216576.000000 Penalty: 5948.744141
	Iteration 5Q: 3 clusters Score -2.221658e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 91803 members 
Entering Unmasked Estep 
Score: -22221964.000000 Penalty: 5948.744141
	Iteration 6F: 3 clusters Score -2.222196e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -22228592.000000 Penalty: 5948.744141
	Iteration 7F: 3 clusters Score -2.222859e+07 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -22236026.000000 Penalty: 5948.744141
	Iteration 8F: 3 clusters Score -2.223603e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -22240638.000000 Penalty: 5948.744141
	Iteration 9F: 3 clusters Score -2.224064e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 104215 members 
Entering Unmasked Estep 
Score: -22242754.000000 Penalty: 5948.744141
	Iteration 10Q: 3 clusters Score -2.224275e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 106476 members 
Entering Unmasked Estep 
Score: -22243668.000000 Penalty: 5948.744141
	Iteration 11Q: 3 clusters Score -2.224367e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 108857 members 
Entering Unmasked Estep 
Score: -22244412.000000 Penalty: 5948.744141
	Iteration 12Q: 3 clusters Score -2.224441e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 111325 members 
Entering Unmasked Estep 
Score: -22245176.000000 Penalty: 5948.744141
	Iteration 13Q: 3 clusters Score -2.224518e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 113857 members 
Entering Unmasked Estep 
Score: -22245642.000000 Penalty: 5948.744141
	Iteration 14Q: 3 clusters Score -2.224564e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 116356 members 
Entering Unmasked Estep 
Score: -22246288.000000 Penalty: 5948.744141
	Iteration 15Q: 3 clusters Score -2.224629e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
Score: -22247002.000000 Penalty: 5948.744141
	Iteration 16Q: 3 clusters Score -2.2247e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 121911 members 
Entering Unmasked Estep 
Score: -22247932.000000 Penalty: 5948.744141
	Iteration 17Q: 3 clusters Score -2.224793e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 124806 members 
Entering Unmasked Estep 
Score: -22248858.000000 Penalty: 5948.744141
	Iteration 18Q: 3 clusters Score -2.224886e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 127786 members 
Entering Unmasked Estep 
Score: -22249960.000000 Penalty: 5948.744141
	Iteration 19Q: 3 clusters Score -2.224996e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 130916 members 
Entering Unmasked Estep 
Score: -22251208.000000 Penalty: 5948.744141
	Iteration 20F: 3 clusters Score -2.225121e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 134083 members 
Entering Unmasked Estep 
Score: -22252434.000000 Penalty: 5948.744141
	Iteration 21Q: 3 clusters Score -2.225243e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 137183 members 
Entering Unmasked Estep 
Score: -22253892.000000 Penalty: 5948.744141
	Iteration 22Q: 3 clusters Score -2.225389e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 140192 members 
Entering Unmasked Estep 
Score: -22255224.000000 Penalty: 5948.744141
	Iteration 23Q: 3 clusters Score -2.225522e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 142985 members 
Entering Unmasked Estep 
Score: -22256362.000000 Penalty: 5948.744141
	Iteration 24Q: 3 clusters Score -2.225636e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 145567 members 
Entering Unmasked Estep 
Score: -22257662.000000 Penalty: 5948.744141
	Iteration 25Q: 3 clusters Score -2.225766e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 147950 members 
Entering Unmasked Estep 
Score: -22258656.000000 Penalty: 5948.744141
	Iteration 26Q: 3 clusters Score -2.225866e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 150145 members 
Entering Unmasked Estep 
Score: -22259518.000000 Penalty: 5948.744141
	Iteration 27Q: 3 clusters Score -2.225952e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 152101 members 
Entering Unmasked Estep 
Score: -22260488.000000 Penalty: 5948.744141
	Iteration 28Q: 3 clusters Score -2.226049e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 153796 members 
Entering Unmasked Estep 
Score: -22261386.000000 Penalty: 5948.744141
	Iteration 29Q: 3 clusters Score -2.226139e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 155274 members 
Entering Unmasked Estep 
Score: -22262236.000000 Penalty: 5948.744141
	Iteration 30Q: 3 clusters Score -2.226224e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 156484 members 
Entering Unmasked Estep 
Score: -22262860.000000 Penalty: 5948.744141
	Iteration 31Q: 3 clusters Score -2.226286e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 157469 members 
Entering Unmasked Estep 
Score: -22263298.000000 Penalty: 5948.744141
	Iteration 32Q: 3 clusters Score -2.22633e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 158233 members 
Entering Unmasked Estep 
Score: -22263656.000000 Penalty: 5948.744141
	Iteration 33Q: 3 clusters Score -2.226366e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 158835 members 
Entering Unmasked Estep 
Score: -22264008.000000 Penalty: 5948.744141
	Iteration 34Q: 3 clusters Score -2.226401e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 159298 members 
Entering Unmasked Estep 
Score: -22264232.000000 Penalty: 5948.744141
	Iteration 35Q: 3 clusters Score -2.226423e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 159660 members 
Entering Unmasked Estep 
Score: -22264456.000000 Penalty: 5948.744141
	Iteration 36Q: 3 clusters Score -2.226446e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 159947 members 
Entering Unmasked Estep 
Score: -22264614.000000 Penalty: 5948.744141
	Iteration 37Q: 3 clusters Score -2.226461e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 160138 members 
Entering Unmasked Estep 
Score: -22264760.000000 Penalty: 5948.744141
	Iteration 38Q: 3 clusters Score -2.226476e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 160305 members 
Entering Unmasked Estep 
Score: -22264828.000000 Penalty: 5948.744141
	Iteration 39Q: 3 clusters Score -2.226483e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 160433 members 
Entering Unmasked Estep 
Score: -22264926.000000 Penalty: 5948.744141
	Iteration 40F: 3 clusters Score -2.226493e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 160529 members 
Entering Unmasked Estep 
Score: -22264998.000000 Penalty: 5948.744141
	Iteration 41Q: 3 clusters Score -2.2265e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 160582 members 
Entering Unmasked Estep 
Score: -22265024.000000 Penalty: 5948.744141
	Iteration 42Q: 3 clusters Score -2.226502e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 160634 members 
Entering Unmasked Estep 
Score: -22265056.000000 Penalty: 5948.744141
	Iteration 43Q: 3 clusters Score -2.226506e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 160682 members 
Entering Unmasked Estep 
Score: -22265070.000000 Penalty: 5948.744141
	Iteration 44Q: 3 clusters Score -2.226507e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 160723 members 
Entering Unmasked Estep 
Score: -22265088.000000 Penalty: 5948.744141
	Iteration 45Q: 3 clusters Score -2.226509e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 160761 members 
Entering Unmasked Estep 
Score: -22265142.000000 Penalty: 5948.744141
	Iteration 46Q: 3 clusters Score -2.226514e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 160793 members 
Entering Unmasked Estep 
Score: -22265158.000000 Penalty: 5948.744141
	Iteration 47Q: 3 clusters Score -2.226516e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -22265180.000000 Penalty: 5948.744141
	Iteration 48Q: 3 clusters Score -2.226518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -22265194.000000 Penalty: 5948.744141
	Iteration 49Q: 3 clusters Score -2.226519e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 160877 members 
Entering Unmasked Estep 
Score: -22265236.000000 Penalty: 5948.744141
	Iteration 50Q: 3 clusters Score -2.226524e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 160887 members 
Entering Unmasked Estep 
Score: -22265224.000000 Penalty: 5948.744141
	Iteration 51Q: 3 clusters Score -2.226522e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 160901 members 
Entering Unmasked Estep 
Score: -22265240.000000 Penalty: 5948.744141
	Iteration 52Q: 3 clusters Score -2.226524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 160918 members 
Entering Unmasked Estep 
Score: -22265272.000000 Penalty: 5948.744141
	Iteration 53Q: 3 clusters Score -2.226527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 160932 members 
Entering Unmasked Estep 
Score: -22265284.000000 Penalty: 5948.744141
	Iteration 54Q: 3 clusters Score -2.226528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 160941 members 
Entering Unmasked Estep 
Score: -22265296.000000 Penalty: 5948.744141
	Iteration 55Q: 3 clusters Score -2.22653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 160944 members 
Entering Unmasked Estep 
Score: -22265294.000000 Penalty: 5948.744141
	Iteration 56Q: 3 clusters Score -2.226529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 160946 members 
Entering Unmasked Estep 
Score: -22265286.000000 Penalty: 5948.744141
	Iteration 57Q: 3 clusters Score -2.226529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 160948 members 
Entering Unmasked Estep 
Score: -22265292.000000 Penalty: 5948.744141
	Iteration 58Q: 3 clusters Score -2.226529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 160950 members 
Entering Unmasked Estep 
Score: -22265286.000000 Penalty: 5948.744141
	Iteration 59Q: 3 clusters Score -2.226529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -22265292.000000 Penalty: 5948.744141
	Iteration 60F: 3 clusters Score -2.226529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 160954 members 
Entering Unmasked Estep 
Score: -22265298.000000 Penalty: 5948.744141
	Iteration 61Q: 3 clusters Score -2.22653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 160956 members 
Entering Unmasked Estep 
Score: -22265294.000000 Penalty: 5948.744141
	Iteration 62Q: 3 clusters Score -2.226529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -22265294.000000 Penalty: 5948.744141
	Iteration 63Q: 3 clusters Score -2.226529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -22265294.000000 Penalty: 5948.744141
	Iteration 64F: 3 clusters Score -2.226529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Entering Unmasked Estep 
Score: -3923116.250000 Penalty: 2547.373291
	Iteration 0F: 2 clusters Score -3923116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3903184.750000 Penalty: 5094.746582
	Iteration 0F: 3 clusters Score -3903185 nChanged 13110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3910646.500000 Penalty: 5094.746582
	Iteration 1F: 3 clusters Score -3910646 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3911202.250000 Penalty: 5094.746582
	Iteration 2F: 3 clusters Score -3911202 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3911820.000000 Penalty: 5094.746582
	Iteration 3Q: 3 clusters Score -3911820 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3912401.000000 Penalty: 5094.746582
	Iteration 4Q: 3 clusters Score -3912401 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3913004.500000 Penalty: 5094.746582
	Iteration 5Q: 3 clusters Score -3913004 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3913548.750000 Penalty: 5094.746582
	Iteration 6Q: 3 clusters Score -3913549 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3914084.000000 Penalty: 5094.746582
	Iteration 7Q: 3 clusters Score -3914084 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3914630.500000 Penalty: 5094.746582
	Iteration 8Q: 3 clusters Score -3914630 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3915293.750000 Penalty: 5094.746582
	Iteration 9Q: 3 clusters Score -3915294 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3916036.000000 Penalty: 5094.746582
	Iteration 10Q: 3 clusters Score -3916036 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3916738.250000 Penalty: 5094.746582
	Iteration 11Q: 3 clusters Score -3916738 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3917269.000000 Penalty: 5094.746582
	Iteration 12Q: 3 clusters Score -3917269 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3917614.000000 Penalty: 5094.746582
	Iteration 13Q: 3 clusters Score -3917614 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3917841.000000 Penalty: 5094.746582
	Iteration 14Q: 3 clusters Score -3917841 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3917993.250000 Penalty: 5094.746582
	Iteration 15Q: 3 clusters Score -3917993 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3918147.250000 Penalty: 5094.746582
	Iteration 16Q: 3 clusters Score -3918147 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3918289.000000 Penalty: 5094.746582
	Iteration 17Q: 3 clusters Score -3918289 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3918444.750000 Penalty: 5094.746582
	Iteration 18Q: 3 clusters Score -3918445 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -3918559.250000 Penalty: 5094.746582
	Iteration 19Q: 3 clusters Score -3918559 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3918664.000000 Penalty: 5094.746582
	Iteration 20F: 3 clusters Score -3918664 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3918756.750000 Penalty: 5094.746582
	Iteration 21Q: 3 clusters Score -3918757 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3918849.500000 Penalty: 5094.746582
	Iteration 22Q: 3 clusters Score -3918850 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3918953.750000 Penalty: 5094.746582
	Iteration 23Q: 3 clusters Score -3918954 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -3919057.750000 Penalty: 5094.746582
	Iteration 24Q: 3 clusters Score -3919058 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -3919167.250000 Penalty: 5094.746582
	Iteration 25Q: 3 clusters Score -3919167 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -3919259.250000 Penalty: 5094.746582
	Iteration 26Q: 3 clusters Score -3919259 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3919371.750000 Penalty: 5094.746582
	Iteration 27Q: 3 clusters Score -3919372 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3919491.000000 Penalty: 5094.746582
	Iteration 28Q: 3 clusters Score -3919491 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3919572.250000 Penalty: 5094.746582
	Iteration 29Q: 3 clusters Score -3919572 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3919665.500000 Penalty: 5094.746582
	Iteration 30Q: 3 clusters Score -3919666 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3919744.250000 Penalty: 5094.746582
	Iteration 31Q: 3 clusters Score -3919744 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3919839.750000 Penalty: 5094.746582
	Iteration 32Q: 3 clusters Score -3919840 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3919942.000000 Penalty: 5094.746582
	Iteration 33Q: 3 clusters Score -3919942 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3920055.500000 Penalty: 5094.746582
	Iteration 34Q: 3 clusters Score -3920056 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3920177.000000 Penalty: 5094.746582
	Iteration 35Q: 3 clusters Score -3920177 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3920275.250000 Penalty: 5094.746582
	Iteration 36Q: 3 clusters Score -3920275 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3920383.500000 Penalty: 5094.746582
	Iteration 37Q: 3 clusters Score -3920384 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3920499.500000 Penalty: 5094.746582
	Iteration 38Q: 3 clusters Score -3920500 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3920591.000000 Penalty: 5094.746582
	Iteration 39Q: 3 clusters Score -3920591 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3920686.500000 Penalty: 5094.746582
	Iteration 40F: 3 clusters Score -3920686 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3920781.500000 Penalty: 5094.746582
	Iteration 41Q: 3 clusters Score -3920782 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3920840.500000 Penalty: 5094.746582
	Iteration 42Q: 3 clusters Score -3920840 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3920919.500000 Penalty: 5094.746582
	Iteration 43Q: 3 clusters Score -3920920 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3920997.250000 Penalty: 5094.746582
	Iteration 44Q: 3 clusters Score -3920997 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3921072.500000 Penalty: 5094.746582
	Iteration 45Q: 3 clusters Score -3921072 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3921137.500000 Penalty: 5094.746582
	Iteration 46Q: 3 clusters Score -3921138 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3921183.250000 Penalty: 5094.746582
	Iteration 47Q: 3 clusters Score -3921183 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3921229.250000 Penalty: 5094.746582
	Iteration 48Q: 3 clusters Score -3921229 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3921264.250000 Penalty: 5094.746582
	Iteration 49Q: 3 clusters Score -3921264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3921312.000000 Penalty: 5094.746582
	Iteration 50Q: 3 clusters Score -3921312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3921330.000000 Penalty: 5094.746582
	Iteration 51Q: 3 clusters Score -3921330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3921364.000000 Penalty: 5094.746582
	Iteration 52Q: 3 clusters Score -3921364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3921368.250000 Penalty: 5094.746582
	Iteration 53Q: 3 clusters Score -3921368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3921383.750000 Penalty: 5094.746582
	Iteration 54Q: 3 clusters Score -3921384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3921392.250000 Penalty: 5094.746582
	Iteration 55Q: 3 clusters Score -3921392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3921391.750000 Penalty: 5094.746582
	Iteration 56Q: 3 clusters Score -3921392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3921401.750000 Penalty: 5094.746582
	Iteration 57Q: 3 clusters Score -3921402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3921398.750000 Penalty: 5094.746582
	Iteration 58Q: 3 clusters Score -3921399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3921404.250000 Penalty: 5094.746582
	Iteration 59Q: 3 clusters Score -3921404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3921405.000000 Penalty: 5094.746582
	Iteration 60F: 3 clusters Score -3921405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3921407.250000 Penalty: 5094.746582
	Iteration 61Q: 3 clusters Score -3921407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3921412.750000 Penalty: 5094.746582
	Iteration 62Q: 3 clusters Score -3921413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3921412.250000 Penalty: 5094.746582
	Iteration 63Q: 3 clusters Score -3921412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3921411.500000 Penalty: 5094.746582
	Iteration 64Q: 3 clusters Score -3921412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -3921406.750000 Penalty: 5094.746582
	Iteration 65Q: 3 clusters Score -3921407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3921407.750000 Penalty: 5094.746582
	Iteration 66Q: 3 clusters Score -3921408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3921411.000000 Penalty: 5094.746582
	Iteration 67Q: 3 clusters Score -3921411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3921410.750000 Penalty: 5094.746582
	Iteration 68Q: 3 clusters Score -3921411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3921404.000000 Penalty: 5094.746582
	Iteration 69Q: 3 clusters Score -3921404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3921411.250000 Penalty: 5094.746582
	Iteration 70Q: 3 clusters Score -3921411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3921413.000000 Penalty: 5094.746582
	Iteration 71Q: 3 clusters Score -3921413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3921411.500000 Penalty: 5094.746582
	Iteration 72Q: 3 clusters Score -3921412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3921417.500000 Penalty: 5094.746582
	Iteration 73Q: 3 clusters Score -3921418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3921416.500000 Penalty: 5094.746582
	Iteration 74Q: 3 clusters Score -3921416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3921412.750000 Penalty: 5094.746582
	Iteration 75Q: 3 clusters Score -3921413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3921414.500000 Penalty: 5094.746582
	Iteration 76Q: 3 clusters Score -3921414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3921418.500000 Penalty: 5094.746582
	Iteration 77Q: 3 clusters Score -3921418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3921419.750000 Penalty: 5094.746582
	Iteration 78Q: 3 clusters Score -3921420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -3921416.000000 Penalty: 5094.746582
	Iteration 79Q: 3 clusters Score -3921416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -3921416.000000 Penalty: 5094.746582
	Iteration 80F: 3 clusters Score -3921416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -160940.218750 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -160940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -158875.906250 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -158875.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -159166.109375 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -159166.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -159269.265625 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -159269.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -159325.343750 Penalty: 3517.504150
	Iteration 3Q: 3 clusters Score -159325.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -159373.000000 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -159373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -159403.859375 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -159403.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -159417.031250 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -159417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -159419.812500 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -159419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -159423.468750 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -159423.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -159425.296875 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -159425.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -159425.984375 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -159426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -159425.984375 Penalty: 3517.504150
	Iteration 11F: 3 clusters Score -159426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (137499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137499 members 
Entering Unmasked Estep 
Score: -18970556.000000 Penalty: 2934.180420
	Iteration 0F: 2 clusters Score -1.897056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -18878908.000000 Penalty: 5868.360840
	Iteration 0F: 3 clusters Score -1.887891e+07 nChanged 65397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -18916548.000000 Penalty: 5868.360840
	Iteration 1F: 3 clusters Score -1.891655e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -18917456.000000 Penalty: 5868.360840
	Iteration 2Q: 3 clusters Score -1.891746e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -18918618.000000 Penalty: 5868.360840
	Iteration 3Q: 3 clusters Score -1.891862e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -18920322.000000 Penalty: 5868.360840
	Iteration 4Q: 3 clusters Score -1.892032e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -18923040.000000 Penalty: 5868.360840
	Iteration 5Q: 3 clusters Score -1.892304e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -18927018.000000 Penalty: 5868.360840
	Iteration 6F: 3 clusters Score -1.892702e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 79075 members 
Entering Unmasked Estep 
Score: -18932854.000000 Penalty: 5868.360840
	Iteration 7F: 3 clusters Score -1.893285e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 83451 members 
Entering Unmasked Estep 
Score: -18941042.000000 Penalty: 5868.360840
	Iteration 8F: 3 clusters Score -1.894104e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 87196 members 
Entering Unmasked Estep 
Score: -18948064.000000 Penalty: 5868.360840
	Iteration 9F: 3 clusters Score -1.894806e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -18951664.000000 Penalty: 5868.360840
	Iteration 10F: 3 clusters Score -1.895166e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -18953166.000000 Penalty: 5868.360840
	Iteration 11Q: 3 clusters Score -1.895317e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -18954062.000000 Penalty: 5868.360840
	Iteration 12Q: 3 clusters Score -1.895406e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 95854 members 
Entering Unmasked Estep 
Score: -18954850.000000 Penalty: 5868.360840
	Iteration 13Q: 3 clusters Score -1.895485e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 97847 members 
Entering Unmasked Estep 
Score: -18955612.000000 Penalty: 5868.360840
	Iteration 14Q: 3 clusters Score -1.895561e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -18956386.000000 Penalty: 5868.360840
	Iteration 15Q: 3 clusters Score -1.895639e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -18957068.000000 Penalty: 5868.360840
	Iteration 16Q: 3 clusters Score -1.895707e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 103660 members 
Entering Unmasked Estep 
Score: -18957818.000000 Penalty: 5868.360840
	Iteration 17Q: 3 clusters Score -1.895782e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 105472 members 
Entering Unmasked Estep 
Score: -18958364.000000 Penalty: 5868.360840
	Iteration 18Q: 3 clusters Score -1.895836e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 107269 members 
Entering Unmasked Estep 
Score: -18959184.000000 Penalty: 5868.360840
	Iteration 19Q: 3 clusters Score -1.895918e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 109021 members 
Entering Unmasked Estep 
Score: -18959742.000000 Penalty: 5868.360840
	Iteration 20F: 3 clusters Score -1.895974e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -18960330.000000 Penalty: 5868.360840
	Iteration 21Q: 3 clusters Score -1.896033e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 112415 members 
Entering Unmasked Estep 
Score: -18960920.000000 Penalty: 5868.360840
	Iteration 22Q: 3 clusters Score -1.896092e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -18961462.000000 Penalty: 5868.360840
	Iteration 23Q: 3 clusters Score -1.896146e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 115423 members 
Entering Unmasked Estep 
Score: -18961958.000000 Penalty: 5868.360840
	Iteration 24Q: 3 clusters Score -1.896196e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 116762 members 
Entering Unmasked Estep 
Score: -18962326.000000 Penalty: 5868.360840
	Iteration 25Q: 3 clusters Score -1.896233e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 118092 members 
Entering Unmasked Estep 
Score: -18962808.000000 Penalty: 5868.360840
	Iteration 26Q: 3 clusters Score -1.896281e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 119356 members 
Entering Unmasked Estep 
Score: -18963190.000000 Penalty: 5868.360840
	Iteration 27Q: 3 clusters Score -1.896319e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 120545 members 
Entering Unmasked Estep 
Score: -18963516.000000 Penalty: 5868.360840
	Iteration 28Q: 3 clusters Score -1.896352e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 121766 members 
Entering Unmasked Estep 
Score: -18963910.000000 Penalty: 5868.360840
	Iteration 29Q: 3 clusters Score -1.896391e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 122971 members 
Entering Unmasked Estep 
Score: -18964378.000000 Penalty: 5868.360840
	Iteration 30Q: 3 clusters Score -1.896438e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 124068 members 
Entering Unmasked Estep 
Score: -18964736.000000 Penalty: 5868.360840
	Iteration 31Q: 3 clusters Score -1.896474e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 125114 members 
Entering Unmasked Estep 
Score: -18965070.000000 Penalty: 5868.360840
	Iteration 32Q: 3 clusters Score -1.896507e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 126088 members 
Entering Unmasked Estep 
Score: -18965440.000000 Penalty: 5868.360840
	Iteration 33Q: 3 clusters Score -1.896544e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 126942 members 
Entering Unmasked Estep 
Score: -18965640.000000 Penalty: 5868.360840
	Iteration 34Q: 3 clusters Score -1.896564e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 127744 members 
Entering Unmasked Estep 
Score: -18965898.000000 Penalty: 5868.360840
	Iteration 35Q: 3 clusters Score -1.89659e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 128488 members 
Entering Unmasked Estep 
Score: -18966152.000000 Penalty: 5868.360840
	Iteration 36Q: 3 clusters Score -1.896615e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 129185 members 
Entering Unmasked Estep 
Score: -18966332.000000 Penalty: 5868.360840
	Iteration 37Q: 3 clusters Score -1.896633e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 129844 members 
Entering Unmasked Estep 
Score: -18966610.000000 Penalty: 5868.360840
	Iteration 38Q: 3 clusters Score -1.896661e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 130424 members 
Entering Unmasked Estep 
Score: -18966860.000000 Penalty: 5868.360840
	Iteration 39Q: 3 clusters Score -1.896686e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 130983 members 
Entering Unmasked Estep 
Score: -18967052.000000 Penalty: 5868.360840
	Iteration 40F: 3 clusters Score -1.896705e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 131493 members 
Entering Unmasked Estep 
Score: -18967298.000000 Penalty: 5868.360840
	Iteration 41Q: 3 clusters Score -1.89673e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 131966 members 
Entering Unmasked Estep 
Score: -18967456.000000 Penalty: 5868.360840
	Iteration 42Q: 3 clusters Score -1.896746e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 132377 members 
Entering Unmasked Estep 
Score: -18967628.000000 Penalty: 5868.360840
	Iteration 43Q: 3 clusters Score -1.896763e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 132717 members 
Entering Unmasked Estep 
Score: -18967728.000000 Penalty: 5868.360840
	Iteration 44Q: 3 clusters Score -1.896773e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 133016 members 
Entering Unmasked Estep 
Score: -18967798.000000 Penalty: 5868.360840
	Iteration 45Q: 3 clusters Score -1.89678e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 133284 members 
Entering Unmasked Estep 
Score: -18967940.000000 Penalty: 5868.360840
	Iteration 46Q: 3 clusters Score -1.896794e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 133519 members 
Entering Unmasked Estep 
Score: -18968012.000000 Penalty: 5868.360840
	Iteration 47Q: 3 clusters Score -1.896801e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 133719 members 
Entering Unmasked Estep 
Score: -18968066.000000 Penalty: 5868.360840
	Iteration 48Q: 3 clusters Score -1.896807e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 133900 members 
Entering Unmasked Estep 
Score: -18968106.000000 Penalty: 5868.360840
	Iteration 49Q: 3 clusters Score -1.896811e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 134075 members 
Entering Unmasked Estep 
Score: -18968132.000000 Penalty: 5868.360840
	Iteration 50Q: 3 clusters Score -1.896813e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 134215 members 
Entering Unmasked Estep 
Score: -18968170.000000 Penalty: 5868.360840
	Iteration 51Q: 3 clusters Score -1.896817e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 134328 members 
Entering Unmasked Estep 
Score: -18968222.000000 Penalty: 5868.360840
	Iteration 52Q: 3 clusters Score -1.896822e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 134438 members 
Entering Unmasked Estep 
Score: -18968216.000000 Penalty: 5868.360840
	Iteration 53Q: 3 clusters Score -1.896822e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 134530 members 
Entering Unmasked Estep 
Score: -18968234.000000 Penalty: 5868.360840
	Iteration 54Q: 3 clusters Score -1.896823e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 134607 members 
Entering Unmasked Estep 
Score: -18968220.000000 Penalty: 5868.360840
	Iteration 55Q: 3 clusters Score -1.896822e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 134680 members 
Entering Unmasked Estep 
Score: -18968228.000000 Penalty: 5868.360840
	Iteration 56Q: 3 clusters Score -1.896823e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 134748 members 
Entering Unmasked Estep 
Score: -18968250.000000 Penalty: 5868.360840
	Iteration 57Q: 3 clusters Score -1.896825e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 134817 members 
Entering Unmasked Estep 
Score: -18968276.000000 Penalty: 5868.360840
	Iteration 58Q: 3 clusters Score -1.896828e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -18968286.000000 Penalty: 5868.360840
	Iteration 59Q: 3 clusters Score -1.896829e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 134936 members 
Entering Unmasked Estep 
Score: -18968274.000000 Penalty: 5868.360840
	Iteration 60F: 3 clusters Score -1.896827e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 134983 members 
Entering Unmasked Estep 
Score: -18968278.000000 Penalty: 5868.360840
	Iteration 61Q: 3 clusters Score -1.896828e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 135029 members 
Entering Unmasked Estep 
Score: -18968270.000000 Penalty: 5868.360840
	Iteration 62Q: 3 clusters Score -1.896827e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 135070 members 
Entering Unmasked Estep 
Score: -18968276.000000 Penalty: 5868.360840
	Iteration 63Q: 3 clusters Score -1.896828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 135097 members 
Entering Unmasked Estep 
Score: -18968266.000000 Penalty: 5868.360840
	Iteration 64Q: 3 clusters Score -1.896827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 135128 members 
Entering Unmasked Estep 
Score: -18968258.000000 Penalty: 5868.360840
	Iteration 65Q: 3 clusters Score -1.896826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 135155 members 
Entering Unmasked Estep 
Score: -18968284.000000 Penalty: 5868.360840
	Iteration 66Q: 3 clusters Score -1.896828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 135171 members 
Entering Unmasked Estep 
Score: -18968266.000000 Penalty: 5868.360840
	Iteration 67Q: 3 clusters Score -1.896827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 135187 members 
Entering Unmasked Estep 
Score: -18968278.000000 Penalty: 5868.360840
	Iteration 68Q: 3 clusters Score -1.896828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 135208 members 
Entering Unmasked Estep 
Score: -18968282.000000 Penalty: 5868.360840
	Iteration 69Q: 3 clusters Score -1.896828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 135224 members 
Entering Unmasked Estep 
Score: -18968266.000000 Penalty: 5868.360840
	Iteration 70Q: 3 clusters Score -1.896827e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 135246 members 
Entering Unmasked Estep 
Score: -18968282.000000 Penalty: 5868.360840
	Iteration 71Q: 3 clusters Score -1.896828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 135277 members 
Entering Unmasked Estep 
Score: -18968308.000000 Penalty: 5868.360840
	Iteration 72Q: 3 clusters Score -1.896831e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 135307 members 
Entering Unmasked Estep 
Score: -18968328.000000 Penalty: 5868.360840
	Iteration 73Q: 3 clusters Score -1.896833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 135332 members 
Entering Unmasked Estep 
Score: -18968338.000000 Penalty: 5868.360840
	Iteration 74Q: 3 clusters Score -1.896834e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 135360 members 
Entering Unmasked Estep 
Score: -18968360.000000 Penalty: 5868.360840
	Iteration 75Q: 3 clusters Score -1.896836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 135378 members 
Entering Unmasked Estep 
Score: -18968364.000000 Penalty: 5868.360840
	Iteration 76Q: 3 clusters Score -1.896836e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 135391 members 
Entering Unmasked Estep 
Score: -18968388.000000 Penalty: 5868.360840
	Iteration 77Q: 3 clusters Score -1.896839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 135401 members 
Entering Unmasked Estep 
Score: -18968400.000000 Penalty: 5868.360840
	Iteration 78Q: 3 clusters Score -1.89684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 135410 members 
Entering Unmasked Estep 
Score: -18968400.000000 Penalty: 5868.360840
	Iteration 79Q: 3 clusters Score -1.89684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 135417 members 
Entering Unmasked Estep 
Score: -18968392.000000 Penalty: 5868.360840
	Iteration 80F: 3 clusters Score -1.896839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 135423 members 
Entering Unmasked Estep 
Score: -18968398.000000 Penalty: 5868.360840
	Iteration 81Q: 3 clusters Score -1.89684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 135431 members 
Entering Unmasked Estep 
Score: -18968404.000000 Penalty: 5868.360840
	Iteration 82Q: 3 clusters Score -1.89684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 135438 members 
Entering Unmasked Estep 
Score: -18968390.000000 Penalty: 5868.360840
	Iteration 83Q: 3 clusters Score -1.896839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 135446 members 
Entering Unmasked Estep 
Score: -18968388.000000 Penalty: 5868.360840
	Iteration 84Q: 3 clusters Score -1.896839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 135454 members 
Entering Unmasked Estep 
Score: -18968392.000000 Penalty: 5868.360840
	Iteration 85Q: 3 clusters Score -1.896839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 135461 members 
Entering Unmasked Estep 
Score: -18968414.000000 Penalty: 5868.360840
	Iteration 86Q: 3 clusters Score -1.896841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 135465 members 
Entering Unmasked Estep 
Score: -18968408.000000 Penalty: 5868.360840
	Iteration 87Q: 3 clusters Score -1.896841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 135471 members 
Entering Unmasked Estep 
Score: -18968422.000000 Penalty: 5868.360840
	Iteration 88Q: 3 clusters Score -1.896842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 135478 members 
Entering Unmasked Estep 
Score: -18968390.000000 Penalty: 5868.360840
	Iteration 89Q: 3 clusters Score -1.896839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 135481 members 
Entering Unmasked Estep 
Score: -18968400.000000 Penalty: 5868.360840
	Iteration 90Q: 3 clusters Score -1.89684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 135484 members 
Entering Unmasked Estep 
Score: -18968402.000000 Penalty: 5868.360840
	Iteration 91Q: 3 clusters Score -1.89684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 135487 members 
Entering Unmasked Estep 
Score: -18968396.000000 Penalty: 5868.360840
	Iteration 92Q: 3 clusters Score -1.89684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 135492 members 
Entering Unmasked Estep 
Score: -18968398.000000 Penalty: 5868.360840
	Iteration 93Q: 3 clusters Score -1.89684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 135498 members 
Entering Unmasked Estep 
Score: -18968410.000000 Penalty: 5868.360840
	Iteration 94Q: 3 clusters Score -1.896841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 135499 members 
Entering Unmasked Estep 
Score: -18968410.000000 Penalty: 5868.360840
	Iteration 95Q: 3 clusters Score -1.896841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 135499 members 
Entering Unmasked Estep 
Score: -18968410.000000 Penalty: 5868.360840
	Iteration 96F: 3 clusters Score -1.896841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -80969.242188 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -80969.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -79307.703125 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -79307.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79709.414062 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -79709.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80007.796875 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -80007.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80237.640625 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -80237.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -80476.484375 Penalty: 3237.141602
	Iteration 4F: 3 clusters Score -80476.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80768.195312 Penalty: 3237.141602
	Iteration 5F: 3 clusters Score -80768.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81165.203125 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -81165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81228.101562 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -81228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81238.640625 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -81238.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81238.640625 Penalty: 3237.141602
	Iteration 9F: 3 clusters Score -81238.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146860 members 
Mstep: Class 2 contains 83611 members 
Mstep: Class 3 contains 42985 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7551 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3185 members 
Mstep: Class 9 contains 152208 members 
Mstep: Class 10 contains 183605 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54152 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4200 members 
Mstep: Class 16 contains 161690 members 
Mstep: Class 17 contains 28902 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137499 members 
Mstep: Class 20 contains 245 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 438 members 
Entering Unmasked Estep 
Score: -137448640.000000 Penalty: 78884.125000
Splitting cluster 20 changes total score from -137450000.000000 to -137448640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -57314.660156 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -57314.66 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 235 members 
Entering Unmasked Estep 
Score: -55811.035156 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -55811.04 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56021.460938 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -56021.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56098.382812 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -56098.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56178.261719 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -56178.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56247.191406 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -56247.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56268.988281 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -56268.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56279.808594 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -56279.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56288.859375 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -56288.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56292.781250 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -56292.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56292.781250 Penalty: 3061.163330
	Iteration 9F: 3 clusters Score -56292.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -31824.111328 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -31824.11 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 128 members 
Entering Unmasked Estep 
Score: -30575.068359 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -30575.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30662.166016 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -30662.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30670.152344 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -30670.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30673.402344 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -30673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30678.162109 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -30678.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30678.162109 Penalty: 2738.644775
	Iteration 5F: 3 clusters Score -30678.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146860 members 
Mstep: Class 2 contains 83611 members 
Mstep: Class 3 contains 42985 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7551 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3185 members 
Mstep: Class 9 contains 152208 members 
Mstep: Class 10 contains 183605 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54152 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4200 members 
Mstep: Class 16 contains 161690 members 
Mstep: Class 17 contains 28902 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137499 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450256.000000 Penalty: 75454.375000
Iteration 199Q: 23 clusters Score -1.374503e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146899 members 
Mstep: Class 2 contains 83598 members 
Mstep: Class 3 contains 42997 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7552 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3188 members 
Mstep: Class 9 contains 152264 members 
Mstep: Class 10 contains 183508 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 54050 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4205 members 
Mstep: Class 16 contains 161997 members 
Mstep: Class 17 contains 28887 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137303 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450528.000000 Penalty: 75454.375000
Iteration 200F: 23 clusters Score -1.374505e+08 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146929 members 
Mstep: Class 2 contains 83572 members 
Mstep: Class 3 contains 43032 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7551 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 152334 members 
Mstep: Class 10 contains 183431 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53967 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4212 members 
Mstep: Class 16 contains 162252 members 
Mstep: Class 17 contains 28886 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137089 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450880.000000 Penalty: 75454.375000
Iteration 201Q: 23 clusters Score -1.374509e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146950 members 
Mstep: Class 2 contains 83561 members 
Mstep: Class 3 contains 43056 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7553 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 152384 members 
Mstep: Class 10 contains 183332 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53908 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 162529 members 
Mstep: Class 17 contains 28885 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136883 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450992.000000 Penalty: 75454.375000
Iteration 202Q: 23 clusters Score -1.37451e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146997 members 
Mstep: Class 2 contains 83545 members 
Mstep: Class 3 contains 43068 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7553 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 152409 members 
Mstep: Class 10 contains 183223 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53844 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4219 members 
Mstep: Class 16 contains 162808 members 
Mstep: Class 17 contains 28885 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136705 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450928.000000 Penalty: 75454.375000
Iteration 203Q: 23 clusters Score -1.374509e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147011 members 
Mstep: Class 2 contains 83526 members 
Mstep: Class 3 contains 43073 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7555 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 152417 members 
Mstep: Class 10 contains 183136 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53785 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 163061 members 
Mstep: Class 17 contains 28886 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136581 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450944.000000 Penalty: 75454.375000
Iteration 204Q: 23 clusters Score -1.374509e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146993 members 
Mstep: Class 2 contains 83506 members 
Mstep: Class 3 contains 43072 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7553 members 
Mstep: Class 7 contains 1398 members 
Mstep: Class 8 contains 3197 members 
Mstep: Class 9 contains 152413 members 
Mstep: Class 10 contains 183073 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53711 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 163312 members 
Mstep: Class 17 contains 28883 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136505 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450560.000000 Penalty: 75454.375000
Iteration 205Q: 23 clusters Score -1.374506e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146959 members 
Mstep: Class 2 contains 83463 members 
Mstep: Class 3 contains 43078 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7551 members 
Mstep: Class 7 contains 1398 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 152432 members 
Mstep: Class 10 contains 183031 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53658 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 4231 members 
Mstep: Class 16 contains 163606 members 
Mstep: Class 17 contains 28876 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136360 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450416.000000 Penalty: 75454.375000
Iteration 206Q: 23 clusters Score -1.374504e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146932 members 
Mstep: Class 2 contains 83445 members 
Mstep: Class 3 contains 43074 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7550 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 152455 members 
Mstep: Class 10 contains 182908 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53594 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 4235 members 
Mstep: Class 16 contains 163876 members 
Mstep: Class 17 contains 28874 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136302 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450256.000000 Penalty: 75454.375000
Iteration 207Q: 23 clusters Score -1.374503e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146903 members 
Mstep: Class 2 contains 83405 members 
Mstep: Class 3 contains 43066 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 3206 members 
Mstep: Class 9 contains 152460 members 
Mstep: Class 10 contains 182797 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53520 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 164096 members 
Mstep: Class 17 contains 28871 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136335 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450624.000000 Penalty: 75454.375000
Iteration 208Q: 23 clusters Score -1.374506e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146867 members 
Mstep: Class 2 contains 83381 members 
Mstep: Class 3 contains 43066 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 3208 members 
Mstep: Class 9 contains 152481 members 
Mstep: Class 10 contains 182660 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53458 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 164307 members 
Mstep: Class 17 contains 28867 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136361 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450560.000000 Penalty: 75454.375000
Iteration 209Q: 23 clusters Score -1.374506e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146869 members 
Mstep: Class 2 contains 83349 members 
Mstep: Class 3 contains 43069 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 152475 members 
Mstep: Class 10 contains 182548 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53411 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 4251 members 
Mstep: Class 16 contains 164475 members 
Mstep: Class 17 contains 28868 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136376 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450928.000000 Penalty: 75454.375000
Iteration 210Q: 23 clusters Score -1.374509e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146905 members 
Mstep: Class 2 contains 83293 members 
Mstep: Class 3 contains 43067 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7545 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 152461 members 
Mstep: Class 10 contains 182441 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53361 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 164606 members 
Mstep: Class 17 contains 28871 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136433 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451008.000000 Penalty: 75454.375000
Iteration 211Q: 23 clusters Score -1.37451e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146933 members 
Mstep: Class 2 contains 83259 members 
Mstep: Class 3 contains 43063 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7545 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 3212 members 
Mstep: Class 9 contains 152451 members 
Mstep: Class 10 contains 182382 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53296 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 164665 members 
Mstep: Class 17 contains 28876 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136506 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Score: -137451264.000000 Penalty: 75454.375000
Iteration 212Q: 23 clusters Score -1.374513e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146946 members 
Mstep: Class 2 contains 83237 members 
Mstep: Class 3 contains 43071 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7545 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 152442 members 
Mstep: Class 10 contains 182262 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53245 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 4262 members 
Mstep: Class 16 contains 164748 members 
Mstep: Class 17 contains 28878 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136597 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451312.000000 Penalty: 75454.375000
Iteration 213Q: 23 clusters Score -1.374513e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146918 members 
Mstep: Class 2 contains 83190 members 
Mstep: Class 3 contains 43075 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7542 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 3217 members 
Mstep: Class 9 contains 152438 members 
Mstep: Class 10 contains 182183 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53200 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 164848 members 
Mstep: Class 17 contains 28875 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136696 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451168.000000 Penalty: 75454.375000
Iteration 214Q: 23 clusters Score -1.374512e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146947 members 
Mstep: Class 2 contains 83161 members 
Mstep: Class 3 contains 43072 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7539 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 3216 members 
Mstep: Class 9 contains 152397 members 
Mstep: Class 10 contains 182124 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53159 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 164949 members 
Mstep: Class 17 contains 28880 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136735 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451264.000000 Penalty: 75454.375000
Iteration 215Q: 23 clusters Score -1.374513e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146941 members 
Mstep: Class 2 contains 83143 members 
Mstep: Class 3 contains 43072 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7537 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 3216 members 
Mstep: Class 9 contains 152372 members 
Mstep: Class 10 contains 182062 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53132 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 165070 members 
Mstep: Class 17 contains 28880 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136749 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451328.000000 Penalty: 75454.375000
Iteration 216Q: 23 clusters Score -1.374513e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146981 members 
Mstep: Class 2 contains 83146 members 
Mstep: Class 3 contains 43061 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 3216 members 
Mstep: Class 9 contains 152321 members 
Mstep: Class 10 contains 182014 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53109 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 165209 members 
Mstep: Class 17 contains 28876 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136703 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451520.000000 Penalty: 75454.375000
Iteration 217Q: 23 clusters Score -1.374515e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147021 members 
Mstep: Class 2 contains 83132 members 
Mstep: Class 3 contains 43070 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7529 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 3215 members 
Mstep: Class 9 contains 152261 members 
Mstep: Class 10 contains 181978 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53088 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 165352 members 
Mstep: Class 17 contains 28874 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136646 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451744.000000 Penalty: 75454.375000
Iteration 218Q: 23 clusters Score -1.374517e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147056 members 
Mstep: Class 2 contains 83122 members 
Mstep: Class 3 contains 43081 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7530 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 3215 members 
Mstep: Class 9 contains 152235 members 
Mstep: Class 10 contains 181950 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53065 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4289 members 
Mstep: Class 16 contains 165439 members 
Mstep: Class 17 contains 28875 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136592 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451952.000000 Penalty: 75454.375000
Iteration 219Q: 23 clusters Score -1.37452e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 83119 members 
Mstep: Class 3 contains 43097 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7526 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3217 members 
Mstep: Class 9 contains 152214 members 
Mstep: Class 10 contains 181917 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53062 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4291 members 
Mstep: Class 16 contains 165514 members 
Mstep: Class 17 contains 28874 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136522 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451952.000000 Penalty: 75454.375000
Iteration 220F: 23 clusters Score -1.37452e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147115 members 
Mstep: Class 2 contains 83101 members 
Mstep: Class 3 contains 43109 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7525 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 3217 members 
Mstep: Class 9 contains 152168 members 
Mstep: Class 10 contains 181921 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53058 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4292 members 
Mstep: Class 16 contains 165623 members 
Mstep: Class 17 contains 28871 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136449 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452000.000000 Penalty: 75454.375000
Iteration 221Q: 23 clusters Score -1.37452e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147112 members 
Mstep: Class 2 contains 83084 members 
Mstep: Class 3 contains 43107 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7525 members 
Mstep: Class 7 contains 1398 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 152134 members 
Mstep: Class 10 contains 181901 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53061 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4294 members 
Mstep: Class 16 contains 165720 members 
Mstep: Class 17 contains 28880 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136411 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452128.000000 Penalty: 75454.375000
Iteration 222Q: 23 clusters Score -1.374521e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147119 members 
Mstep: Class 2 contains 83074 members 
Mstep: Class 3 contains 43108 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7520 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 152115 members 
Mstep: Class 10 contains 181901 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53055 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 165784 members 
Mstep: Class 17 contains 28882 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136370 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 223Q: 23 clusters Score -1.374522e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 83079 members 
Mstep: Class 3 contains 43107 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7519 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 152090 members 
Mstep: Class 10 contains 181876 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53063 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 165856 members 
Mstep: Class 17 contains 28889 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136346 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 224Q: 23 clusters Score -1.374521e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147119 members 
Mstep: Class 2 contains 83065 members 
Mstep: Class 3 contains 43104 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7518 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 152081 members 
Mstep: Class 10 contains 181816 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53068 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 165938 members 
Mstep: Class 17 contains 28892 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136326 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 225Q: 23 clusters Score -1.374521e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147109 members 
Mstep: Class 2 contains 83045 members 
Mstep: Class 3 contains 43098 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7518 members 
Mstep: Class 7 contains 1398 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 152051 members 
Mstep: Class 10 contains 181809 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53062 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 166023 members 
Mstep: Class 17 contains 28897 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136315 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 226Q: 23 clusters Score -1.374518e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147098 members 
Mstep: Class 2 contains 83013 members 
Mstep: Class 3 contains 43102 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7518 members 
Mstep: Class 7 contains 1398 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 152011 members 
Mstep: Class 10 contains 181844 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53058 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 166084 members 
Mstep: Class 17 contains 28900 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136300 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 227Q: 23 clusters Score -1.374518e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147082 members 
Mstep: Class 2 contains 83001 members 
Mstep: Class 3 contains 43108 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7519 members 
Mstep: Class 7 contains 1398 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 151979 members 
Mstep: Class 10 contains 181830 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53059 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 166157 members 
Mstep: Class 17 contains 28905 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136291 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 228Q: 23 clusters Score -1.37452e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147038 members 
Mstep: Class 2 contains 82986 members 
Mstep: Class 3 contains 43111 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7519 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 151939 members 
Mstep: Class 10 contains 181828 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53061 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4300 members 
Mstep: Class 16 contains 166235 members 
Mstep: Class 17 contains 28905 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136308 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
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Iteration 229Q: 23 clusters Score -1.374518e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147018 members 
Mstep: Class 2 contains 82968 members 
Mstep: Class 3 contains 43115 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7519 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 151917 members 
Mstep: Class 10 contains 181790 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53055 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166320 members 
Mstep: Class 17 contains 28901 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136325 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451472.000000 Penalty: 75454.375000
Iteration 230Q: 23 clusters Score -1.374515e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147011 members 
Mstep: Class 2 contains 82948 members 
Mstep: Class 3 contains 43123 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7519 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 151901 members 
Mstep: Class 10 contains 181753 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53052 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4303 members 
Mstep: Class 16 contains 166390 members 
Mstep: Class 17 contains 28901 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136329 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451552.000000 Penalty: 75454.375000
Iteration 231Q: 23 clusters Score -1.374516e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146985 members 
Mstep: Class 2 contains 82932 members 
Mstep: Class 3 contains 43138 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7517 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 151879 members 
Mstep: Class 10 contains 181714 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53057 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166477 members 
Mstep: Class 17 contains 28896 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136335 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451584.000000 Penalty: 75454.375000
Iteration 232Q: 23 clusters Score -1.374516e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146963 members 
Mstep: Class 2 contains 82912 members 
Mstep: Class 3 contains 43153 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7515 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 151850 members 
Mstep: Class 10 contains 181674 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53066 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166574 members 
Mstep: Class 17 contains 28893 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136325 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451760.000000 Penalty: 75454.375000
Iteration 233Q: 23 clusters Score -1.374518e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146949 members 
Mstep: Class 2 contains 82899 members 
Mstep: Class 3 contains 43176 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7514 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 151829 members 
Mstep: Class 10 contains 181609 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53076 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166675 members 
Mstep: Class 17 contains 28890 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136305 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452080.000000 Penalty: 75454.375000
Iteration 234Q: 23 clusters Score -1.374521e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146956 members 
Mstep: Class 2 contains 82879 members 
Mstep: Class 3 contains 43185 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7513 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151840 members 
Mstep: Class 10 contains 181542 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53076 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166745 members 
Mstep: Class 17 contains 28890 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136294 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452048.000000 Penalty: 75454.375000
Iteration 235Q: 23 clusters Score -1.37452e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146958 members 
Mstep: Class 2 contains 82856 members 
Mstep: Class 3 contains 43204 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7511 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 151821 members 
Mstep: Class 10 contains 181490 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53085 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166789 members 
Mstep: Class 17 contains 28891 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136312 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451888.000000 Penalty: 75454.375000
Iteration 236Q: 23 clusters Score -1.374519e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146968 members 
Mstep: Class 2 contains 82839 members 
Mstep: Class 3 contains 43209 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7509 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 151803 members 
Mstep: Class 10 contains 181462 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53088 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166797 members 
Mstep: Class 17 contains 28895 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136348 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451792.000000 Penalty: 75454.375000
Iteration 237Q: 23 clusters Score -1.374518e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146967 members 
Mstep: Class 2 contains 82810 members 
Mstep: Class 3 contains 43223 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7509 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 151804 members 
Mstep: Class 10 contains 181439 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53096 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166803 members 
Mstep: Class 17 contains 28898 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136369 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 238Q: 23 clusters Score -1.374519e+08 nChanged 653
Entering ConstructFrom: 
Score: -137451920.000000 Penalty: 75454.375000
Entering ConstructFrom: 
Trying to split cluster 1 (146965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146965 members 
Entering Unmasked Estep 
Score: -20321352.000000 Penalty: 2950.691650
	Iteration 0F: 2 clusters Score -2.032135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -20223926.000000 Penalty: 5901.383301
	Iteration 0F: 3 clusters Score -2.022393e+07 nChanged 70061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -20265162.000000 Penalty: 5901.383301
	Iteration 1F: 3 clusters Score -2.026516e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79811 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -20266616.000000 Penalty: 5901.383301
	Iteration 2Q: 3 clusters Score -2.026662e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83124 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -20268722.000000 Penalty: 5901.383301
	Iteration 3Q: 3 clusters Score -2.026872e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -20271300.000000 Penalty: 5901.383301
	Iteration 4Q: 3 clusters Score -2.02713e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -20275318.000000 Penalty: 5901.383301
	Iteration 5F: 3 clusters Score -2.027532e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101905 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -20281030.000000 Penalty: 5901.383301
	Iteration 6F: 3 clusters Score -2.028103e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111429 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -20288730.000000 Penalty: 5901.383301
	Iteration 7F: 3 clusters Score -2.028873e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121498 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -20297484.000000 Penalty: 5901.383301
	Iteration 8F: 3 clusters Score -2.029748e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130607 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -20305624.000000 Penalty: 5901.383301
	Iteration 9F: 3 clusters Score -2.030562e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137444 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -20311874.000000 Penalty: 5901.383301
	Iteration 10Q: 3 clusters Score -2.031187e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141949 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -20315584.000000 Penalty: 5901.383301
	Iteration 11Q: 3 clusters Score -2.031558e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144472 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -20317270.000000 Penalty: 5901.383301
	Iteration 12Q: 3 clusters Score -2.031727e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145644 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -20317986.000000 Penalty: 5901.383301
	Iteration 13Q: 3 clusters Score -2.031799e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146169 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -20318342.000000 Penalty: 5901.383301
	Iteration 14Q: 3 clusters Score -2.031834e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146408 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -20318532.000000 Penalty: 5901.383301
	Iteration 15Q: 3 clusters Score -2.031853e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146514 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -20318702.000000 Penalty: 5901.383301
	Iteration 16Q: 3 clusters Score -2.03187e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146565 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20318746.000000 Penalty: 5901.383301
	Iteration 17Q: 3 clusters Score -2.031875e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146592 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -20318800.000000 Penalty: 5901.383301
	Iteration 18Q: 3 clusters Score -2.03188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146606 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -20318792.000000 Penalty: 5901.383301
	Iteration 19Q: 3 clusters Score -2.031879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146614 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -20318814.000000 Penalty: 5901.383301
	Iteration 20F: 3 clusters Score -2.031881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146619 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -20318812.000000 Penalty: 5901.383301
	Iteration 21Q: 3 clusters Score -2.031881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146626 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20318812.000000 Penalty: 5901.383301
	Iteration 22Q: 3 clusters Score -2.031881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146627 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -20318808.000000 Penalty: 5901.383301
	Iteration 23Q: 3 clusters Score -2.031881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146628 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -20318808.000000 Penalty: 5901.383301
	Iteration 24Q: 3 clusters Score -2.031881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146626 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20318822.000000 Penalty: 5901.383301
	Iteration 25Q: 3 clusters Score -2.031882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146628 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -20318826.000000 Penalty: 5901.383301
	Iteration 26Q: 3 clusters Score -2.031883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146630 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20318830.000000 Penalty: 5901.383301
	Iteration 27Q: 3 clusters Score -2.031883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146635 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -20318846.000000 Penalty: 5901.383301
	Iteration 28Q: 3 clusters Score -2.031885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146637 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -20318854.000000 Penalty: 5901.383301
	Iteration 29Q: 3 clusters Score -2.031885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146639 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -20318850.000000 Penalty: 5901.383301
	Iteration 30Q: 3 clusters Score -2.031885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146640 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20318856.000000 Penalty: 5901.383301
	Iteration 31Q: 3 clusters Score -2.031886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146640 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20318854.000000 Penalty: 5901.383301
	Iteration 32Q: 3 clusters Score -2.031885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146640 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20318854.000000 Penalty: 5901.383301
	Iteration 33F: 3 clusters Score -2.031885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Entering Unmasked Estep 
Score: -11465857.000000 Penalty: 2808.301758
	Iteration 0F: 2 clusters Score -1.146586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -11410468.000000 Penalty: 5616.603516
	Iteration 0F: 3 clusters Score -1.141047e+07 nChanged 38916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -11432157.000000 Penalty: 5616.603516
	Iteration 1F: 3 clusters Score -1.143216e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -11432914.000000 Penalty: 5616.603516
	Iteration 2Q: 3 clusters Score -1.143291e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -11433485.000000 Penalty: 5616.603516
	Iteration 3Q: 3 clusters Score -1.143348e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -11434246.000000 Penalty: 5616.603516
	Iteration 4Q: 3 clusters Score -1.143425e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -11435207.000000 Penalty: 5616.603516
	Iteration 5Q: 3 clusters Score -1.143521e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -11436445.000000 Penalty: 5616.603516
	Iteration 6Q: 3 clusters Score -1.143644e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -11438430.000000 Penalty: 5616.603516
	Iteration 7Q: 3 clusters Score -1.143843e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -11441498.000000 Penalty: 5616.603516
	Iteration 8F: 3 clusters Score -1.14415e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -11445548.000000 Penalty: 5616.603516
	Iteration 9F: 3 clusters Score -1.144555e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -11450046.000000 Penalty: 5616.603516
	Iteration 10F: 3 clusters Score -1.145005e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -11453959.000000 Penalty: 5616.603516
	Iteration 11F: 3 clusters Score -1.145396e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -11456789.000000 Penalty: 5616.603516
	Iteration 12Q: 3 clusters Score -1.145679e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -11458563.000000 Penalty: 5616.603516
	Iteration 13Q: 3 clusters Score -1.145856e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 73084 members 
Entering Unmasked Estep 
Score: -11459753.000000 Penalty: 5616.603516
	Iteration 14Q: 3 clusters Score -1.145975e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
Score: -11460629.000000 Penalty: 5616.603516
	Iteration 15Q: 3 clusters Score -1.146063e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -11461260.000000 Penalty: 5616.603516
	Iteration 16Q: 3 clusters Score -1.146126e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 75968 members 
Entering Unmasked Estep 
Score: -11461756.000000 Penalty: 5616.603516
	Iteration 17Q: 3 clusters Score -1.146176e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 76605 members 
Entering Unmasked Estep 
Score: -11462098.000000 Penalty: 5616.603516
	Iteration 18Q: 3 clusters Score -1.14621e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 77168 members 
Entering Unmasked Estep 
Score: -11462339.000000 Penalty: 5616.603516
	Iteration 19Q: 3 clusters Score -1.146234e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -11462563.000000 Penalty: 5616.603516
	Iteration 20F: 3 clusters Score -1.146256e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -11462695.000000 Penalty: 5616.603516
	Iteration 21Q: 3 clusters Score -1.14627e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -11462830.000000 Penalty: 5616.603516
	Iteration 22Q: 3 clusters Score -1.146283e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -11462934.000000 Penalty: 5616.603516
	Iteration 23Q: 3 clusters Score -1.146293e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -11463007.000000 Penalty: 5616.603516
	Iteration 24Q: 3 clusters Score -1.146301e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -11463073.000000 Penalty: 5616.603516
	Iteration 25Q: 3 clusters Score -1.146307e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -11463110.000000 Penalty: 5616.603516
	Iteration 26Q: 3 clusters Score -1.146311e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -11463112.000000 Penalty: 5616.603516
	Iteration 27Q: 3 clusters Score -1.146311e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -11463167.000000 Penalty: 5616.603516
	Iteration 28Q: 3 clusters Score -1.146317e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -11463216.000000 Penalty: 5616.603516
	Iteration 29Q: 3 clusters Score -1.146322e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -11463228.000000 Penalty: 5616.603516
	Iteration 30Q: 3 clusters Score -1.146323e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -11463255.000000 Penalty: 5616.603516
	Iteration 31Q: 3 clusters Score -1.146326e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 79983 members 
Entering Unmasked Estep 
Score: -11463257.000000 Penalty: 5616.603516
	Iteration 32Q: 3 clusters Score -1.146326e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 80077 members 
Entering Unmasked Estep 
Score: -11463289.000000 Penalty: 5616.603516
	Iteration 33Q: 3 clusters Score -1.146329e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -11463319.000000 Penalty: 5616.603516
	Iteration 34Q: 3 clusters Score -1.146332e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 80238 members 
Entering Unmasked Estep 
Score: -11463310.000000 Penalty: 5616.603516
	Iteration 35Q: 3 clusters Score -1.146331e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -11463319.000000 Penalty: 5616.603516
	Iteration 36Q: 3 clusters Score -1.146332e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -11463340.000000 Penalty: 5616.603516
	Iteration 37Q: 3 clusters Score -1.146334e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -11463343.000000 Penalty: 5616.603516
	Iteration 38Q: 3 clusters Score -1.146334e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -11463376.000000 Penalty: 5616.603516
	Iteration 39Q: 3 clusters Score -1.146338e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -11463409.000000 Penalty: 5616.603516
	Iteration 40F: 3 clusters Score -1.146341e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -11463415.000000 Penalty: 5616.603516
	Iteration 41Q: 3 clusters Score -1.146342e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -11463412.000000 Penalty: 5616.603516
	Iteration 42Q: 3 clusters Score -1.146341e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 80686 members 
Entering Unmasked Estep 
Score: -11463408.000000 Penalty: 5616.603516
	Iteration 43Q: 3 clusters Score -1.146341e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 80728 members 
Entering Unmasked Estep 
Score: -11463408.000000 Penalty: 5616.603516
	Iteration 44Q: 3 clusters Score -1.146341e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -11463427.000000 Penalty: 5616.603516
	Iteration 45Q: 3 clusters Score -1.146343e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -11463443.000000 Penalty: 5616.603516
	Iteration 46Q: 3 clusters Score -1.146344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -11463451.000000 Penalty: 5616.603516
	Iteration 47Q: 3 clusters Score -1.146345e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -11463471.000000 Penalty: 5616.603516
	Iteration 48Q: 3 clusters Score -1.146347e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -11463489.000000 Penalty: 5616.603516
	Iteration 49Q: 3 clusters Score -1.146349e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -11463503.000000 Penalty: 5616.603516
	Iteration 50Q: 3 clusters Score -1.14635e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 80976 members 
Entering Unmasked Estep 
Score: -11463501.000000 Penalty: 5616.603516
	Iteration 51Q: 3 clusters Score -1.14635e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 81001 members 
Entering Unmasked Estep 
Score: -11463505.000000 Penalty: 5616.603516
	Iteration 52Q: 3 clusters Score -1.14635e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -11463516.000000 Penalty: 5616.603516
	Iteration 53Q: 3 clusters Score -1.146352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -11463520.000000 Penalty: 5616.603516
	Iteration 54Q: 3 clusters Score -1.146352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -11463504.000000 Penalty: 5616.603516
	Iteration 55Q: 3 clusters Score -1.14635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 81061 members 
Entering Unmasked Estep 
Score: -11463510.000000 Penalty: 5616.603516
	Iteration 56Q: 3 clusters Score -1.146351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -11463504.000000 Penalty: 5616.603516
	Iteration 57Q: 3 clusters Score -1.14635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
Score: -11463494.000000 Penalty: 5616.603516
	Iteration 58Q: 3 clusters Score -1.146349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -11463498.000000 Penalty: 5616.603516
	Iteration 59Q: 3 clusters Score -1.14635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -11463508.000000 Penalty: 5616.603516
	Iteration 60F: 3 clusters Score -1.146351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -11463515.000000 Penalty: 5616.603516
	Iteration 61Q: 3 clusters Score -1.146352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -11463518.000000 Penalty: 5616.603516
	Iteration 62Q: 3 clusters Score -1.146352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -11463519.000000 Penalty: 5616.603516
	Iteration 63Q: 3 clusters Score -1.146352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -11463515.000000 Penalty: 5616.603516
	Iteration 64Q: 3 clusters Score -1.146352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -11463514.000000 Penalty: 5616.603516
	Iteration 65Q: 3 clusters Score -1.146351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -11463518.000000 Penalty: 5616.603516
	Iteration 66Q: 3 clusters Score -1.146352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -11463529.000000 Penalty: 5616.603516
	Iteration 67Q: 3 clusters Score -1.146353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 81112 members 
Entering Unmasked Estep 
Score: -11463520.000000 Penalty: 5616.603516
	Iteration 68Q: 3 clusters Score -1.146352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -11463524.000000 Penalty: 5616.603516
	Iteration 69Q: 3 clusters Score -1.146352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -11463526.000000 Penalty: 5616.603516
	Iteration 70Q: 3 clusters Score -1.146353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -11463526.000000 Penalty: 5616.603516
	Iteration 71F: 3 clusters Score -1.146353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Entering Unmasked Estep 
Score: -6013658.500000 Penalty: 2647.246826
	Iteration 0F: 2 clusters Score -6013658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5984388.000000 Penalty: 5294.493652
	Iteration 0F: 3 clusters Score -5984388 nChanged 19899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5995349.500000 Penalty: 5294.493652
	Iteration 1F: 3 clusters Score -5995350 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -5995931.000000 Penalty: 5294.493652
	Iteration 2Q: 3 clusters Score -5995931 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -5996586.500000 Penalty: 5294.493652
	Iteration 3Q: 3 clusters Score -5996586 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -5997343.000000 Penalty: 5294.493652
	Iteration 4Q: 3 clusters Score -5997343 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5998314.500000 Penalty: 5294.493652
	Iteration 5Q: 3 clusters Score -5998314 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -5999563.000000 Penalty: 5294.493652
	Iteration 6F: 3 clusters Score -5999563 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -6001133.000000 Penalty: 5294.493652
	Iteration 7F: 3 clusters Score -6001133 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -6003061.500000 Penalty: 5294.493652
	Iteration 8F: 3 clusters Score -6003062 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -6004981.000000 Penalty: 5294.493652
	Iteration 9F: 3 clusters Score -6004981 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -6006513.500000 Penalty: 5294.493652
	Iteration 10F: 3 clusters Score -6006514 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -6007490.500000 Penalty: 5294.493652
	Iteration 11Q: 3 clusters Score -6007490 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -6008046.500000 Penalty: 5294.493652
	Iteration 12Q: 3 clusters Score -6008046 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -6008411.500000 Penalty: 5294.493652
	Iteration 13Q: 3 clusters Score -6008412 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -6008793.000000 Penalty: 5294.493652
	Iteration 14Q: 3 clusters Score -6008793 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -6009136.000000 Penalty: 5294.493652
	Iteration 15Q: 3 clusters Score -6009136 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -6009369.000000 Penalty: 5294.493652
	Iteration 16Q: 3 clusters Score -6009369 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -6009551.000000 Penalty: 5294.493652
	Iteration 17Q: 3 clusters Score -6009551 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -6009689.500000 Penalty: 5294.493652
	Iteration 18Q: 3 clusters Score -6009690 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -6009874.000000 Penalty: 5294.493652
	Iteration 19Q: 3 clusters Score -6009874 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -6010024.500000 Penalty: 5294.493652
	Iteration 20F: 3 clusters Score -6010024 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -6010185.000000 Penalty: 5294.493652
	Iteration 21Q: 3 clusters Score -6010185 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -6010335.000000 Penalty: 5294.493652
	Iteration 22Q: 3 clusters Score -6010335 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -6010456.500000 Penalty: 5294.493652
	Iteration 23Q: 3 clusters Score -6010456 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -6010584.500000 Penalty: 5294.493652
	Iteration 24Q: 3 clusters Score -6010584 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -6010671.000000 Penalty: 5294.493652
	Iteration 25Q: 3 clusters Score -6010671 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -6010772.000000 Penalty: 5294.493652
	Iteration 26Q: 3 clusters Score -6010772 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -6010848.500000 Penalty: 5294.493652
	Iteration 27Q: 3 clusters Score -6010848 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -6010906.500000 Penalty: 5294.493652
	Iteration 28Q: 3 clusters Score -6010906 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -6010997.000000 Penalty: 5294.493652
	Iteration 29Q: 3 clusters Score -6010997 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -6011080.500000 Penalty: 5294.493652
	Iteration 30Q: 3 clusters Score -6011080 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -6011162.500000 Penalty: 5294.493652
	Iteration 31Q: 3 clusters Score -6011162 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -6011230.000000 Penalty: 5294.493652
	Iteration 32Q: 3 clusters Score -6011230 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -6011311.500000 Penalty: 5294.493652
	Iteration 33Q: 3 clusters Score -6011312 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -6011335.500000 Penalty: 5294.493652
	Iteration 34Q: 3 clusters Score -6011336 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -6011373.500000 Penalty: 5294.493652
	Iteration 35Q: 3 clusters Score -6011374 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -6011394.500000 Penalty: 5294.493652
	Iteration 36Q: 3 clusters Score -6011394 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -6011440.500000 Penalty: 5294.493652
	Iteration 37Q: 3 clusters Score -6011440 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -6011488.000000 Penalty: 5294.493652
	Iteration 38Q: 3 clusters Score -6011488 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -6011499.000000 Penalty: 5294.493652
	Iteration 39Q: 3 clusters Score -6011499 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -6011527.500000 Penalty: 5294.493652
	Iteration 40F: 3 clusters Score -6011528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -6011575.000000 Penalty: 5294.493652
	Iteration 41Q: 3 clusters Score -6011575 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -6011620.500000 Penalty: 5294.493652
	Iteration 42Q: 3 clusters Score -6011620 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -6011653.500000 Penalty: 5294.493652
	Iteration 43Q: 3 clusters Score -6011654 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -6011674.000000 Penalty: 5294.493652
	Iteration 44Q: 3 clusters Score -6011674 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -6011711.500000 Penalty: 5294.493652
	Iteration 45Q: 3 clusters Score -6011712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -6011745.000000 Penalty: 5294.493652
	Iteration 46Q: 3 clusters Score -6011745 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -6011780.500000 Penalty: 5294.493652
	Iteration 47Q: 3 clusters Score -6011780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -6011809.000000 Penalty: 5294.493652
	Iteration 48Q: 3 clusters Score -6011809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -6011830.500000 Penalty: 5294.493652
	Iteration 49Q: 3 clusters Score -6011830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -6011848.000000 Penalty: 5294.493652
	Iteration 50Q: 3 clusters Score -6011848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -6011869.000000 Penalty: 5294.493652
	Iteration 51Q: 3 clusters Score -6011869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -6011873.000000 Penalty: 5294.493652
	Iteration 52Q: 3 clusters Score -6011873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -6011890.000000 Penalty: 5294.493652
	Iteration 53Q: 3 clusters Score -6011890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -6011905.500000 Penalty: 5294.493652
	Iteration 54Q: 3 clusters Score -6011906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -6011934.500000 Penalty: 5294.493652
	Iteration 55Q: 3 clusters Score -6011934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -6011938.000000 Penalty: 5294.493652
	Iteration 56Q: 3 clusters Score -6011938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -6011955.500000 Penalty: 5294.493652
	Iteration 57Q: 3 clusters Score -6011956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -6011960.000000 Penalty: 5294.493652
	Iteration 58Q: 3 clusters Score -6011960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -6011968.000000 Penalty: 5294.493652
	Iteration 59Q: 3 clusters Score -6011968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -6011985.500000 Penalty: 5294.493652
	Iteration 60F: 3 clusters Score -6011986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -6011993.000000 Penalty: 5294.493652
	Iteration 61Q: 3 clusters Score -6011993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -6012000.500000 Penalty: 5294.493652
	Iteration 62Q: 3 clusters Score -6012000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -6012015.000000 Penalty: 5294.493652
	Iteration 63Q: 3 clusters Score -6012015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -6012024.000000 Penalty: 5294.493652
	Iteration 64Q: 3 clusters Score -6012024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -6012048.500000 Penalty: 5294.493652
	Iteration 65Q: 3 clusters Score -6012048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -6012053.000000 Penalty: 5294.493652
	Iteration 66Q: 3 clusters Score -6012053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -6012057.000000 Penalty: 5294.493652
	Iteration 67Q: 3 clusters Score -6012057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -6012057.000000 Penalty: 5294.493652
	Iteration 68Q: 3 clusters Score -6012057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -6012061.500000 Penalty: 5294.493652
	Iteration 69Q: 3 clusters Score -6012062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -6012062.000000 Penalty: 5294.493652
	Iteration 70Q: 3 clusters Score -6012062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -6012069.000000 Penalty: 5294.493652
	Iteration 71Q: 3 clusters Score -6012069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -6012071.500000 Penalty: 5294.493652
	Iteration 72Q: 3 clusters Score -6012072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -6012070.500000 Penalty: 5294.493652
	Iteration 73Q: 3 clusters Score -6012070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -6012068.500000 Penalty: 5294.493652
	Iteration 74Q: 3 clusters Score -6012068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -6012071.500000 Penalty: 5294.493652
	Iteration 75Q: 3 clusters Score -6012072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -6012078.000000 Penalty: 5294.493652
	Iteration 76Q: 3 clusters Score -6012078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -6012083.000000 Penalty: 5294.493652
	Iteration 77Q: 3 clusters Score -6012083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -6012077.500000 Penalty: 5294.493652
	Iteration 78Q: 3 clusters Score -6012078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -6012087.500000 Penalty: 5294.493652
	Iteration 79Q: 3 clusters Score -6012088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -6012082.500000 Penalty: 5294.493652
	Iteration 80F: 3 clusters Score -6012082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -6012093.000000 Penalty: 5294.493652
	Iteration 81Q: 3 clusters Score -6012093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -6012102.000000 Penalty: 5294.493652
	Iteration 82Q: 3 clusters Score -6012102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -6012098.500000 Penalty: 5294.493652
	Iteration 83Q: 3 clusters Score -6012098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -6012096.000000 Penalty: 5294.493652
	Iteration 84Q: 3 clusters Score -6012096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -6012105.000000 Penalty: 5294.493652
	Iteration 85Q: 3 clusters Score -6012105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -6012101.500000 Penalty: 5294.493652
	Iteration 86Q: 3 clusters Score -6012102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -6012106.500000 Penalty: 5294.493652
	Iteration 87Q: 3 clusters Score -6012106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -6012111.000000 Penalty: 5294.493652
	Iteration 88Q: 3 clusters Score -6012111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -6012111.000000 Penalty: 5294.493652
	Iteration 89F: 3 clusters Score -6012111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -64590.468750 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -64590.47 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 259 members 
Entering Unmasked Estep 
Score: -63033.992188 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -63033.99 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63191.203125 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -63191.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63233.792969 Penalty: 3100.944336
	Iteration 2Q: 3 clusters Score -63233.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63258.335938 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -63258.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63282.269531 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -63282.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63293.066406 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -63293.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63297.347656 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -63297.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63302.335938 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -63302.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63302.335938 Penalty: 3100.944336
	Iteration 8F: 3 clusters Score -63302.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56751.851562 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56751.85 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 247 members 
Entering Unmasked Estep 
Score: -55282.652344 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55282.65 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55565.574219 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55565.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55747.601562 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55747.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55878.667969 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -55878.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55968.113281 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55968.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56108.664062 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -56108.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56249.535156 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -56249.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56423.093750 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -56423.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56507.496094 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -56507.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56531.359375 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -56531.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56571.589844 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -56571.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56683.753906 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -56683.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56841.445312 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -56841.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57052.457031 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -57052.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57184.687500 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -57184.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57185.414062 Penalty: 3078.461670
	Iteration 15F: 3 clusters Score -57185.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57194.914062 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -57194.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57194.914062 Penalty: 3078.461670
	Iteration 17F: 3 clusters Score -57194.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146965 members 
Mstep: Class 2 contains 82768 members 
Mstep: Class 3 contains 43234 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 151789 members 
Mstep: Class 10 contains 181439 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53099 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166815 members 
Mstep: Class 17 contains 28902 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136401 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 322 members 
Entering Unmasked Estep 
Score: -137450512.000000 Penalty: 78884.125000
Splitting cluster 5 changes total score from -137451920.000000 to -137450512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Entering Unmasked Estep 
Score: -1005688.000000 Penalty: 2213.050781
	Iteration 0F: 2 clusters Score -1005688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -999575.687500 Penalty: 4426.101562
	Iteration 0F: 3 clusters Score -999575.7 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1001167.187500 Penalty: 4426.101562
	Iteration 1F: 3 clusters Score -1001167 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1001482.375000 Penalty: 4426.101562
	Iteration 2F: 3 clusters Score -1001482 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1001699.000000 Penalty: 4426.101562
	Iteration 3F: 3 clusters Score -1001699 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1001853.875000 Penalty: 4426.101562
	Iteration 4Q: 3 clusters Score -1001854 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1001991.625000 Penalty: 4426.101562
	Iteration 5Q: 3 clusters Score -1001992 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1002106.062500 Penalty: 4426.101562
	Iteration 6Q: 3 clusters Score -1002106 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1002209.875000 Penalty: 4426.101562
	Iteration 7Q: 3 clusters Score -1002210 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1002317.687500 Penalty: 4426.101562
	Iteration 8Q: 3 clusters Score -1002318 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1002418.625000 Penalty: 4426.101562
	Iteration 9Q: 3 clusters Score -1002419 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1002525.062500 Penalty: 4426.101562
	Iteration 10Q: 3 clusters Score -1002525 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1002655.187500 Penalty: 4426.101562
	Iteration 11Q: 3 clusters Score -1002655 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1002812.000000 Penalty: 4426.101562
	Iteration 12Q: 3 clusters Score -1002812 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1002996.812500 Penalty: 4426.101562
	Iteration 13Q: 3 clusters Score -1002997 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1003182.625000 Penalty: 4426.101562
	Iteration 14Q: 3 clusters Score -1003183 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1003403.250000 Penalty: 4426.101562
	Iteration 15Q: 3 clusters Score -1003403 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1003609.312500 Penalty: 4426.101562
	Iteration 16Q: 3 clusters Score -1003609 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1003815.750000 Penalty: 4426.101562
	Iteration 17Q: 3 clusters Score -1003816 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1003971.812500 Penalty: 4426.101562
	Iteration 18Q: 3 clusters Score -1003972 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1004064.937500 Penalty: 4426.101562
	Iteration 19Q: 3 clusters Score -1004065 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1004113.312500 Penalty: 4426.101562
	Iteration 20F: 3 clusters Score -1004113 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1004137.437500 Penalty: 4426.101562
	Iteration 21Q: 3 clusters Score -1004137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1004150.250000 Penalty: 4426.101562
	Iteration 22Q: 3 clusters Score -1004150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1004158.375000 Penalty: 4426.101562
	Iteration 23Q: 3 clusters Score -1004158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1004163.687500 Penalty: 4426.101562
	Iteration 24Q: 3 clusters Score -1004164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1004167.937500 Penalty: 4426.101562
	Iteration 25Q: 3 clusters Score -1004168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1004171.875000 Penalty: 4426.101562
	Iteration 26Q: 3 clusters Score -1004172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1004173.312500 Penalty: 4426.101562
	Iteration 27Q: 3 clusters Score -1004173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1004175.000000 Penalty: 4426.101562
	Iteration 28Q: 3 clusters Score -1004175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1004175.187500 Penalty: 4426.101562
	Iteration 29Q: 3 clusters Score -1004175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1004175.687500 Penalty: 4426.101562
	Iteration 30Q: 3 clusters Score -1004176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1004178.375000 Penalty: 4426.101562
	Iteration 31Q: 3 clusters Score -1004178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1004178.062500 Penalty: 4426.101562
	Iteration 32Q: 3 clusters Score -1004178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1004178.437500 Penalty: 4426.101562
	Iteration 33Q: 3 clusters Score -1004178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1004179.562500 Penalty: 4426.101562
	Iteration 34Q: 3 clusters Score -1004180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1004180.562500 Penalty: 4426.101562
	Iteration 35Q: 3 clusters Score -1004181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1004182.937500 Penalty: 4426.101562
	Iteration 36Q: 3 clusters Score -1004183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1004181.500000 Penalty: 4426.101562
	Iteration 37Q: 3 clusters Score -1004182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1004181.750000 Penalty: 4426.101562
	Iteration 38Q: 3 clusters Score -1004182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1004182.250000 Penalty: 4426.101562
	Iteration 39Q: 3 clusters Score -1004182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1004182.125000 Penalty: 4426.101562
	Iteration 40F: 3 clusters Score -1004182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -190674.546875 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -190674.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -188476.375000 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -188476.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -188805.906250 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -188805.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -188863.843750 Penalty: 3591.006592
	Iteration 2Q: 3 clusters Score -188863.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -188894.296875 Penalty: 3591.006592
	Iteration 3Q: 3 clusters Score -188894.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -188907.421875 Penalty: 3591.006592
	Iteration 4Q: 3 clusters Score -188907.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -188929.328125 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -188929.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -188950.734375 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -188950.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -188963.953125 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -188964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -188973.703125 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -188973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -188978.531250 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -188978.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188982.906250 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -188982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -188984.640625 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -188984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -188986.328125 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -188986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -188987.906250 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -188987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188990.359375 Penalty: 3591.006592
	Iteration 14Q: 3 clusters Score -188990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188992.296875 Penalty: 3591.006592
	Iteration 15Q: 3 clusters Score -188992.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -188993.468750 Penalty: 3591.006592
	Iteration 16Q: 3 clusters Score -188993.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188993.562500 Penalty: 3591.006592
	Iteration 17Q: 3 clusters Score -188993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188993.562500 Penalty: 3591.006592
	Iteration 18F: 3 clusters Score -188993.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -415002.687500 Penalty: 2003.975708
	Iteration 0F: 2 clusters Score -415002.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -411601.125000 Penalty: 4007.951416
	Iteration 0F: 3 clusters Score -411601.1 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -412314.875000 Penalty: 4007.951416
	Iteration 1F: 3 clusters Score -412314.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -412532.656250 Penalty: 4007.951416
	Iteration 2F: 3 clusters Score -412532.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -412700.593750 Penalty: 4007.951416
	Iteration 3F: 3 clusters Score -412700.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -412829.218750 Penalty: 4007.951416
	Iteration 4Q: 3 clusters Score -412829.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -412946.843750 Penalty: 4007.951416
	Iteration 5Q: 3 clusters Score -412946.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -413059.093750 Penalty: 4007.951416
	Iteration 6Q: 3 clusters Score -413059.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -413143.531250 Penalty: 4007.951416
	Iteration 7Q: 3 clusters Score -413143.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -413212.562500 Penalty: 4007.951416
	Iteration 8Q: 3 clusters Score -413212.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -413270.156250 Penalty: 4007.951416
	Iteration 9Q: 3 clusters Score -413270.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -413301.656250 Penalty: 4007.951416
	Iteration 10Q: 3 clusters Score -413301.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -413327.156250 Penalty: 4007.951416
	Iteration 11Q: 3 clusters Score -413327.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -413355.000000 Penalty: 4007.951416
	Iteration 12Q: 3 clusters Score -413355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -413388.125000 Penalty: 4007.951416
	Iteration 13Q: 3 clusters Score -413388.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -413418.781250 Penalty: 4007.951416
	Iteration 14Q: 3 clusters Score -413418.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -413444.000000 Penalty: 4007.951416
	Iteration 15Q: 3 clusters Score -413444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -413470.031250 Penalty: 4007.951416
	Iteration 16Q: 3 clusters Score -413470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -413499.750000 Penalty: 4007.951416
	Iteration 17Q: 3 clusters Score -413499.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -413519.437500 Penalty: 4007.951416
	Iteration 18Q: 3 clusters Score -413519.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -413541.562500 Penalty: 4007.951416
	Iteration 19Q: 3 clusters Score -413541.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -413559.875000 Penalty: 4007.951416
	Iteration 20F: 3 clusters Score -413559.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -413577.250000 Penalty: 4007.951416
	Iteration 21Q: 3 clusters Score -413577.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -413596.468750 Penalty: 4007.951416
	Iteration 22Q: 3 clusters Score -413596.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -413607.062500 Penalty: 4007.951416
	Iteration 23Q: 3 clusters Score -413607.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -413624.437500 Penalty: 4007.951416
	Iteration 24Q: 3 clusters Score -413624.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -413651.937500 Penalty: 4007.951416
	Iteration 25Q: 3 clusters Score -413651.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -413692.531250 Penalty: 4007.951416
	Iteration 26Q: 3 clusters Score -413692.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -413735.000000 Penalty: 4007.951416
	Iteration 27Q: 3 clusters Score -413735 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -413778.187500 Penalty: 4007.951416
	Iteration 28Q: 3 clusters Score -413778.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -413827.656250 Penalty: 4007.951416
	Iteration 29Q: 3 clusters Score -413827.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -413867.656250 Penalty: 4007.951416
	Iteration 30Q: 3 clusters Score -413867.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -413894.468750 Penalty: 4007.951416
	Iteration 31Q: 3 clusters Score -413894.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -413913.718750 Penalty: 4007.951416
	Iteration 32Q: 3 clusters Score -413913.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -413933.250000 Penalty: 4007.951416
	Iteration 33Q: 3 clusters Score -413933.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -413943.906250 Penalty: 4007.951416
	Iteration 34Q: 3 clusters Score -413943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -413945.562500 Penalty: 4007.951416
	Iteration 35Q: 3 clusters Score -413945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -413947.312500 Penalty: 4007.951416
	Iteration 36Q: 3 clusters Score -413947.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -413951.218750 Penalty: 4007.951416
	Iteration 37Q: 3 clusters Score -413951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -413953.437500 Penalty: 4007.951416
	Iteration 38Q: 3 clusters Score -413953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -413955.406250 Penalty: 4007.951416
	Iteration 39Q: 3 clusters Score -413955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -413955.000000 Penalty: 4007.951416
	Iteration 40F: 3 clusters Score -413955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -413955.781250 Penalty: 4007.951416
	Iteration 41Q: 3 clusters Score -413955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -413956.093750 Penalty: 4007.951416
	Iteration 42Q: 3 clusters Score -413956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -413956.093750 Penalty: 4007.951416
	Iteration 43F: 3 clusters Score -413956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151789 members 
Entering Unmasked Estep 
Score: -21015302.000000 Penalty: 2958.701172
	Iteration 0F: 2 clusters Score -2.10153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -20915876.000000 Penalty: 5917.402344
	Iteration 0F: 3 clusters Score -2.091588e+07 nChanged 72355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -20957784.000000 Penalty: 5917.402344
	Iteration 1F: 3 clusters Score -2.095778e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 81910 members 
Entering Unmasked Estep 
Score: -20958992.000000 Penalty: 5917.402344
	Iteration 2Q: 3 clusters Score -2.095899e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -20960592.000000 Penalty: 5917.402344
	Iteration 3Q: 3 clusters Score -2.096059e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -20963354.000000 Penalty: 5917.402344
	Iteration 4Q: 3 clusters Score -2.096335e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 97636 members 
Entering Unmasked Estep 
Score: -20967916.000000 Penalty: 5917.402344
	Iteration 5F: 3 clusters Score -2.096792e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -20975280.000000 Penalty: 5917.402344
	Iteration 6F: 3 clusters Score -2.097528e+07 nChanged 11763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 118783 members 
Entering Unmasked Estep 
Score: -20984964.000000 Penalty: 5917.402344
	Iteration 7F: 3 clusters Score -2.098496e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 129596 members 
Entering Unmasked Estep 
Score: -20995270.000000 Penalty: 5917.402344
	Iteration 8F: 3 clusters Score -2.099527e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 137769 members 
Entering Unmasked Estep 
Score: -21003536.000000 Penalty: 5917.402344
	Iteration 9F: 3 clusters Score -2.100354e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 142968 members 
Entering Unmasked Estep 
Score: -21008154.000000 Penalty: 5917.402344
	Iteration 10Q: 3 clusters Score -2.100815e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 145822 members 
Entering Unmasked Estep 
Score: -21010450.000000 Penalty: 5917.402344
	Iteration 11Q: 3 clusters Score -2.101045e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 147428 members 
Entering Unmasked Estep 
Score: -21011504.000000 Penalty: 5917.402344
	Iteration 12Q: 3 clusters Score -2.10115e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 148372 members 
Entering Unmasked Estep 
Score: -21012020.000000 Penalty: 5917.402344
	Iteration 13Q: 3 clusters Score -2.101202e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 148947 members 
Entering Unmasked Estep 
Score: -21012270.000000 Penalty: 5917.402344
	Iteration 14Q: 3 clusters Score -2.101227e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 149344 members 
Entering Unmasked Estep 
Score: -21012388.000000 Penalty: 5917.402344
	Iteration 15Q: 3 clusters Score -2.101239e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 149617 members 
Entering Unmasked Estep 
Score: -21012466.000000 Penalty: 5917.402344
	Iteration 16Q: 3 clusters Score -2.101247e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 149824 members 
Entering Unmasked Estep 
Score: -21012532.000000 Penalty: 5917.402344
	Iteration 17Q: 3 clusters Score -2.101253e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 149983 members 
Entering Unmasked Estep 
Score: -21012590.000000 Penalty: 5917.402344
	Iteration 18Q: 3 clusters Score -2.101259e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 150104 members 
Entering Unmasked Estep 
Score: -21012638.000000 Penalty: 5917.402344
	Iteration 19Q: 3 clusters Score -2.101264e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 150214 members 
Entering Unmasked Estep 
Score: -21012660.000000 Penalty: 5917.402344
	Iteration 20F: 3 clusters Score -2.101266e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 150295 members 
Entering Unmasked Estep 
Score: -21012644.000000 Penalty: 5917.402344
	Iteration 21Q: 3 clusters Score -2.101264e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 150361 members 
Entering Unmasked Estep 
Score: -21012706.000000 Penalty: 5917.402344
	Iteration 22Q: 3 clusters Score -2.101271e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 150415 members 
Entering Unmasked Estep 
Score: -21012750.000000 Penalty: 5917.402344
	Iteration 23Q: 3 clusters Score -2.101275e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 150464 members 
Entering Unmasked Estep 
Score: -21012786.000000 Penalty: 5917.402344
	Iteration 24Q: 3 clusters Score -2.101279e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 150502 members 
Entering Unmasked Estep 
Score: -21012838.000000 Penalty: 5917.402344
	Iteration 25Q: 3 clusters Score -2.101284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 150535 members 
Entering Unmasked Estep 
Score: -21012854.000000 Penalty: 5917.402344
	Iteration 26Q: 3 clusters Score -2.101285e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 150565 members 
Entering Unmasked Estep 
Score: -21012850.000000 Penalty: 5917.402344
	Iteration 27Q: 3 clusters Score -2.101285e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 150586 members 
Entering Unmasked Estep 
Score: -21012842.000000 Penalty: 5917.402344
	Iteration 28Q: 3 clusters Score -2.101284e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 150610 members 
Entering Unmasked Estep 
Score: -21012854.000000 Penalty: 5917.402344
	Iteration 29Q: 3 clusters Score -2.101285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 150635 members 
Entering Unmasked Estep 
Score: -21012860.000000 Penalty: 5917.402344
	Iteration 30Q: 3 clusters Score -2.101286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 150644 members 
Entering Unmasked Estep 
Score: -21012866.000000 Penalty: 5917.402344
	Iteration 31Q: 3 clusters Score -2.101287e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 150657 members 
Entering Unmasked Estep 
Score: -21012884.000000 Penalty: 5917.402344
	Iteration 32Q: 3 clusters Score -2.101288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 150663 members 
Entering Unmasked Estep 
Score: -21012878.000000 Penalty: 5917.402344
	Iteration 33Q: 3 clusters Score -2.101288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 150670 members 
Entering Unmasked Estep 
Score: -21012894.000000 Penalty: 5917.402344
	Iteration 34Q: 3 clusters Score -2.101289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 150681 members 
Entering Unmasked Estep 
Score: -21012860.000000 Penalty: 5917.402344
	Iteration 35Q: 3 clusters Score -2.101286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 150689 members 
Entering Unmasked Estep 
Score: -21012860.000000 Penalty: 5917.402344
	Iteration 36Q: 3 clusters Score -2.101286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 150695 members 
Entering Unmasked Estep 
Score: -21012864.000000 Penalty: 5917.402344
	Iteration 37Q: 3 clusters Score -2.101286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 150701 members 
Entering Unmasked Estep 
Score: -21012870.000000 Penalty: 5917.402344
	Iteration 38Q: 3 clusters Score -2.101287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 150709 members 
Entering Unmasked Estep 
Score: -21012886.000000 Penalty: 5917.402344
	Iteration 39Q: 3 clusters Score -2.101289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 150719 members 
Entering Unmasked Estep 
Score: -21012864.000000 Penalty: 5917.402344
	Iteration 40F: 3 clusters Score -2.101286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 150729 members 
Entering Unmasked Estep 
Score: -21012884.000000 Penalty: 5917.402344
	Iteration 41Q: 3 clusters Score -2.101288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 150741 members 
Entering Unmasked Estep 
Score: -21012878.000000 Penalty: 5917.402344
	Iteration 42Q: 3 clusters Score -2.101288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 150748 members 
Entering Unmasked Estep 
Score: -21012892.000000 Penalty: 5917.402344
	Iteration 43Q: 3 clusters Score -2.101289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 150751 members 
Entering Unmasked Estep 
Score: -21012890.000000 Penalty: 5917.402344
	Iteration 44Q: 3 clusters Score -2.101289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -21012902.000000 Penalty: 5917.402344
	Iteration 45Q: 3 clusters Score -2.10129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 150761 members 
Entering Unmasked Estep 
Score: -21012920.000000 Penalty: 5917.402344
	Iteration 46Q: 3 clusters Score -2.101292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 150766 members 
Entering Unmasked Estep 
Score: -21012918.000000 Penalty: 5917.402344
	Iteration 47Q: 3 clusters Score -2.101292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 150773 members 
Entering Unmasked Estep 
Score: -21012920.000000 Penalty: 5917.402344
	Iteration 48Q: 3 clusters Score -2.101292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 150783 members 
Entering Unmasked Estep 
Score: -21012934.000000 Penalty: 5917.402344
	Iteration 49Q: 3 clusters Score -2.101293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 150791 members 
Entering Unmasked Estep 
Score: -21012936.000000 Penalty: 5917.402344
	Iteration 50Q: 3 clusters Score -2.101294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 150797 members 
Entering Unmasked Estep 
Score: -21012942.000000 Penalty: 5917.402344
	Iteration 51Q: 3 clusters Score -2.101294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 150799 members 
Entering Unmasked Estep 
Score: -21012938.000000 Penalty: 5917.402344
	Iteration 52Q: 3 clusters Score -2.101294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 150799 members 
Entering Unmasked Estep 
Score: -21012938.000000 Penalty: 5917.402344
	Iteration 53Q: 3 clusters Score -2.101294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 150800 members 
Entering Unmasked Estep 
Score: -21012944.000000 Penalty: 5917.402344
	Iteration 54Q: 3 clusters Score -2.101294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 150801 members 
Entering Unmasked Estep 
Score: -21012946.000000 Penalty: 5917.402344
	Iteration 55Q: 3 clusters Score -2.101295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 150802 members 
Entering Unmasked Estep 
Score: -21012948.000000 Penalty: 5917.402344
	Iteration 56Q: 3 clusters Score -2.101295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 150802 members 
Entering Unmasked Estep 
Score: -21012948.000000 Penalty: 5917.402344
	Iteration 57F: 3 clusters Score -2.101295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181439 members 
Entering Unmasked Estep 
Score: -25005766.000000 Penalty: 3002.951416
	Iteration 0F: 2 clusters Score -2.500577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -24886922.000000 Penalty: 6005.902832
	Iteration 0F: 3 clusters Score -2.488692e+07 nChanged 87475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -24938126.000000 Penalty: 6005.902832
	Iteration 1F: 3 clusters Score -2.493813e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 97651 members 
Entering Unmasked Estep 
Score: -24939232.000000 Penalty: 6005.902832
	Iteration 2Q: 3 clusters Score -2.493923e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 101968 members 
Entering Unmasked Estep 
Score: -24940724.000000 Penalty: 6005.902832
	Iteration 3Q: 3 clusters Score -2.494072e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 108496 members 
Entering Unmasked Estep 
Score: -24943426.000000 Penalty: 6005.902832
	Iteration 4Q: 3 clusters Score -2.494343e+07 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 118075 members 
Entering Unmasked Estep 
Score: -24948782.000000 Penalty: 6005.902832
	Iteration 5F: 3 clusters Score -2.494878e+07 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 131478 members 
Entering Unmasked Estep 
Score: -24958104.000000 Penalty: 6005.902832
	Iteration 6F: 3 clusters Score -2.49581e+07 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 147744 members 
Entering Unmasked Estep 
Score: -24972348.000000 Penalty: 6005.902832
	Iteration 7F: 3 clusters Score -2.497235e+07 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 163769 members 
Entering Unmasked Estep 
Score: -24987400.000000 Penalty: 6005.902832
	Iteration 8F: 3 clusters Score -2.49874e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 174693 members 
Entering Unmasked Estep 
Score: -24997260.000000 Penalty: 6005.902832
	Iteration 9F: 3 clusters Score -2.499726e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 179429 members 
Entering Unmasked Estep 
Score: -25001418.000000 Penalty: 6005.902832
	Iteration 10Q: 3 clusters Score -2.500142e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 180806 members 
Entering Unmasked Estep 
Score: -25002562.000000 Penalty: 6005.902832
	Iteration 11Q: 3 clusters Score -2.500256e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 181119 members 
Entering Unmasked Estep 
Score: -25002852.000000 Penalty: 6005.902832
	Iteration 12Q: 3 clusters Score -2.500285e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 181200 members 
Entering Unmasked Estep 
Score: -25002946.000000 Penalty: 6005.902832
	Iteration 13Q: 3 clusters Score -2.500295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 181229 members 
Entering Unmasked Estep 
Score: -25002998.000000 Penalty: 6005.902832
	Iteration 14Q: 3 clusters Score -2.5003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 181235 members 
Entering Unmasked Estep 
Score: -25003026.000000 Penalty: 6005.902832
	Iteration 15Q: 3 clusters Score -2.500303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 181241 members 
Entering Unmasked Estep 
Score: -25003042.000000 Penalty: 6005.902832
	Iteration 16Q: 3 clusters Score -2.500304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 181243 members 
Entering Unmasked Estep 
Score: -25003042.000000 Penalty: 6005.902832
	Iteration 17Q: 3 clusters Score -2.500304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 181244 members 
Entering Unmasked Estep 
Score: -25003044.000000 Penalty: 6005.902832
	Iteration 18Q: 3 clusters Score -2.500304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 181244 members 
Entering Unmasked Estep 
Score: -25003050.000000 Penalty: 6005.902832
	Iteration 19Q: 3 clusters Score -2.500305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 181247 members 
Entering Unmasked Estep 
Score: -25003056.000000 Penalty: 6005.902832
	Iteration 20F: 3 clusters Score -2.500306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 181250 members 
Entering Unmasked Estep 
Score: -25003066.000000 Penalty: 6005.902832
	Iteration 21Q: 3 clusters Score -2.500307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 181254 members 
Entering Unmasked Estep 
Score: -25003066.000000 Penalty: 6005.902832
	Iteration 22Q: 3 clusters Score -2.500307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 181255 members 
Entering Unmasked Estep 
Score: -25003060.000000 Penalty: 6005.902832
	Iteration 23Q: 3 clusters Score -2.500306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181257 members 
Entering Unmasked Estep 
Score: -25003064.000000 Penalty: 6005.902832
	Iteration 24Q: 3 clusters Score -2.500306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181258 members 
Entering Unmasked Estep 
Score: -25003080.000000 Penalty: 6005.902832
	Iteration 25Q: 3 clusters Score -2.500308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181257 members 
Entering Unmasked Estep 
Score: -25003076.000000 Penalty: 6005.902832
	Iteration 26Q: 3 clusters Score -2.500308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181256 members 
Entering Unmasked Estep 
Score: -25003090.000000 Penalty: 6005.902832
	Iteration 27Q: 3 clusters Score -2.500309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181256 members 
Entering Unmasked Estep 
Score: -25003090.000000 Penalty: 6005.902832
	Iteration 28F: 3 clusters Score -2.500309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -84037.031250 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -84037.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82477.875000 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -82477.88 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83213.023438 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -83213.02 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -84211.460938 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -84211.46 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -84619.179688 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -84619.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -84762.218750 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -84762.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -84826.703125 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -84826.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -84882.351562 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -84882.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -84898.445312 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -84898.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -84929.281250 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -84929.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -84929.281250 Penalty: 3264.684326
	Iteration 9F: 3 clusters Score -84929.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146965 members 
Mstep: Class 2 contains 82768 members 
Mstep: Class 3 contains 43234 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 151789 members 
Mstep: Class 10 contains 181439 members 
Mstep: Class 11 contains 618 members 
Mstep: Class 12 contains 53099 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166815 members 
Mstep: Class 17 contains 28902 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136401 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 104 members 
Entering Unmasked Estep 
Score: -137451184.000000 Penalty: 78884.125000
Splitting cluster 11 changes total score from -137451920.000000 to -137451184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (53099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Entering Unmasked Estep 
Score: -7154860.000000 Penalty: 2698.218506
	Iteration 0F: 2 clusters Score -7154860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -7119072.000000 Penalty: 5396.437012
	Iteration 0F: 3 clusters Score -7119072 nChanged 24821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -7132886.500000 Penalty: 5396.437012
	Iteration 1F: 3 clusters Score -7132886 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -7133663.000000 Penalty: 5396.437012
	Iteration 2Q: 3 clusters Score -7133663 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -7134750.000000 Penalty: 5396.437012
	Iteration 3Q: 3 clusters Score -7134750 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -7136620.500000 Penalty: 5396.437012
	Iteration 4F: 3 clusters Score -7136620 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -7139536.000000 Penalty: 5396.437012
	Iteration 5F: 3 clusters Score -7139536 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -7143869.000000 Penalty: 5396.437012
	Iteration 6F: 3 clusters Score -7143869 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -7148353.000000 Penalty: 5396.437012
	Iteration 7F: 3 clusters Score -7148353 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -7151026.000000 Penalty: 5396.437012
	Iteration 8Q: 3 clusters Score -7151026 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -7152004.500000 Penalty: 5396.437012
	Iteration 9Q: 3 clusters Score -7152004 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -7152298.000000 Penalty: 5396.437012
	Iteration 10Q: 3 clusters Score -7152298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -7152410.000000 Penalty: 5396.437012
	Iteration 11Q: 3 clusters Score -7152410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -7152478.500000 Penalty: 5396.437012
	Iteration 12Q: 3 clusters Score -7152478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -7152503.000000 Penalty: 5396.437012
	Iteration 13Q: 3 clusters Score -7152503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -7152517.000000 Penalty: 5396.437012
	Iteration 14Q: 3 clusters Score -7152517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -7152523.000000 Penalty: 5396.437012
	Iteration 15Q: 3 clusters Score -7152523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -7152537.000000 Penalty: 5396.437012
	Iteration 16Q: 3 clusters Score -7152537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -7152540.500000 Penalty: 5396.437012
	Iteration 17Q: 3 clusters Score -7152540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -7152546.000000 Penalty: 5396.437012
	Iteration 18Q: 3 clusters Score -7152546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -7152549.000000 Penalty: 5396.437012
	Iteration 19Q: 3 clusters Score -7152549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -7152549.000000 Penalty: 5396.437012
	Iteration 20F: 3 clusters Score -7152549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -152883.312500 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -152883.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -150841.875000 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -150841.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -151137.796875 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -151137.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -151241.625000 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -151241.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -151282.750000 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -151282.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -151314.921875 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -151314.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -151339.906250 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -151339.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -151353.750000 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -151353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -151360.140625 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -151360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -151360.609375 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -151360.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -151360.609375 Penalty: 3497.290771
	Iteration 9F: 3 clusters Score -151360.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -107499.750000 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -107499.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105733.078125 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -105733.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105982.453125 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -105982.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106092.703125 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -106092.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -106179.570312 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -106179.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106271.898438 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -106271.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106361.156250 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -106361.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106438.132812 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -106438.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -106475.078125 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -106475.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106484.867188 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -106484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -106491.976562 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -106492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -106500.632812 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -106500.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106508.539062 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -106508.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106512.273438 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -106512.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106512.273438 Penalty: 3345.637207
	Iteration 13F: 3 clusters Score -106512.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Entering Unmasked Estep 
Score: -568911.687500 Penalty: 2074.975342
	Iteration 0F: 2 clusters Score -568911.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -564787.062500 Penalty: 4149.950684
	Iteration 0F: 3 clusters Score -564787.1 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -565799.875000 Penalty: 4149.950684
	Iteration 1F: 3 clusters Score -565799.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -566070.187500 Penalty: 4149.950684
	Iteration 2F: 3 clusters Score -566070.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -566277.812500 Penalty: 4149.950684
	Iteration 3F: 3 clusters Score -566277.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -566436.187500 Penalty: 4149.950684
	Iteration 4Q: 3 clusters Score -566436.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -566557.375000 Penalty: 4149.950684
	Iteration 5Q: 3 clusters Score -566557.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -566655.625000 Penalty: 4149.950684
	Iteration 6Q: 3 clusters Score -566655.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -566740.250000 Penalty: 4149.950684
	Iteration 7Q: 3 clusters Score -566740.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -566814.875000 Penalty: 4149.950684
	Iteration 8Q: 3 clusters Score -566814.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -566865.000000 Penalty: 4149.950684
	Iteration 9Q: 3 clusters Score -566865 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -566912.562500 Penalty: 4149.950684
	Iteration 10Q: 3 clusters Score -566912.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -566953.187500 Penalty: 4149.950684
	Iteration 11Q: 3 clusters Score -566953.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -567007.562500 Penalty: 4149.950684
	Iteration 12Q: 3 clusters Score -567007.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -567039.500000 Penalty: 4149.950684
	Iteration 13Q: 3 clusters Score -567039.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -567062.250000 Penalty: 4149.950684
	Iteration 14Q: 3 clusters Score -567062.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -567074.312500 Penalty: 4149.950684
	Iteration 15Q: 3 clusters Score -567074.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -567092.375000 Penalty: 4149.950684
	Iteration 16Q: 3 clusters Score -567092.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -567107.125000 Penalty: 4149.950684
	Iteration 17Q: 3 clusters Score -567107.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -567125.625000 Penalty: 4149.950684
	Iteration 18Q: 3 clusters Score -567125.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -567143.812500 Penalty: 4149.950684
	Iteration 19Q: 3 clusters Score -567143.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -567159.687500 Penalty: 4149.950684
	Iteration 20F: 3 clusters Score -567159.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -567180.812500 Penalty: 4149.950684
	Iteration 21Q: 3 clusters Score -567180.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -567197.250000 Penalty: 4149.950684
	Iteration 22Q: 3 clusters Score -567197.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -567212.125000 Penalty: 4149.950684
	Iteration 23Q: 3 clusters Score -567212.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -567224.062500 Penalty: 4149.950684
	Iteration 24Q: 3 clusters Score -567224.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -567231.562500 Penalty: 4149.950684
	Iteration 25Q: 3 clusters Score -567231.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -567239.750000 Penalty: 4149.950684
	Iteration 26Q: 3 clusters Score -567239.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -567247.437500 Penalty: 4149.950684
	Iteration 27Q: 3 clusters Score -567247.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -567252.937500 Penalty: 4149.950684
	Iteration 28Q: 3 clusters Score -567252.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -567258.500000 Penalty: 4149.950684
	Iteration 29Q: 3 clusters Score -567258.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -567262.125000 Penalty: 4149.950684
	Iteration 30Q: 3 clusters Score -567262.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -567268.250000 Penalty: 4149.950684
	Iteration 31Q: 3 clusters Score -567268.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -567270.875000 Penalty: 4149.950684
	Iteration 32Q: 3 clusters Score -567270.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -567276.937500 Penalty: 4149.950684
	Iteration 33Q: 3 clusters Score -567276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -567283.562500 Penalty: 4149.950684
	Iteration 34Q: 3 clusters Score -567283.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -567293.125000 Penalty: 4149.950684
	Iteration 35Q: 3 clusters Score -567293.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -567298.000000 Penalty: 4149.950684
	Iteration 36Q: 3 clusters Score -567298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -567303.125000 Penalty: 4149.950684
	Iteration 37Q: 3 clusters Score -567303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -567307.937500 Penalty: 4149.950684
	Iteration 38Q: 3 clusters Score -567307.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -567315.062500 Penalty: 4149.950684
	Iteration 39Q: 3 clusters Score -567315.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -567319.687500 Penalty: 4149.950684
	Iteration 40F: 3 clusters Score -567319.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -567323.437500 Penalty: 4149.950684
	Iteration 41Q: 3 clusters Score -567323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -567327.000000 Penalty: 4149.950684
	Iteration 42Q: 3 clusters Score -567327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -567331.375000 Penalty: 4149.950684
	Iteration 43Q: 3 clusters Score -567331.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -567333.437500 Penalty: 4149.950684
	Iteration 44Q: 3 clusters Score -567333.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -567335.437500 Penalty: 4149.950684
	Iteration 45Q: 3 clusters Score -567335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -567337.625000 Penalty: 4149.950684
	Iteration 46Q: 3 clusters Score -567337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -567336.750000 Penalty: 4149.950684
	Iteration 47Q: 3 clusters Score -567336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -567336.750000 Penalty: 4149.950684
	Iteration 48F: 3 clusters Score -567336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (166815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166815 members 
Entering Unmasked Estep 
Score: -22970970.000000 Penalty: 2982.111084
	Iteration 0F: 2 clusters Score -2.297097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -22861034.000000 Penalty: 5964.222168
	Iteration 0F: 3 clusters Score -2.286103e+07 nChanged 79958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -22907250.000000 Penalty: 5964.222168
	Iteration 1F: 3 clusters Score -2.290725e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -22908166.000000 Penalty: 5964.222168
	Iteration 2Q: 3 clusters Score -2.290817e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 80579 members 
Entering Unmasked Estep 
Score: -22909056.000000 Penalty: 5964.222168
	Iteration 3Q: 3 clusters Score -2.290906e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -22910398.000000 Penalty: 5964.222168
	Iteration 4Q: 3 clusters Score -2.29104e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -22912118.000000 Penalty: 5964.222168
	Iteration 5Q: 3 clusters Score -2.291212e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -22914532.000000 Penalty: 5964.222168
	Iteration 6Q: 3 clusters Score -2.291453e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -22917966.000000 Penalty: 5964.222168
	Iteration 7Q: 3 clusters Score -2.291797e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101192 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -22923268.000000 Penalty: 5964.222168
	Iteration 8F: 3 clusters Score -2.292327e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -22930204.000000 Penalty: 5964.222168
	Iteration 9F: 3 clusters Score -2.29302e+07 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112877 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -22938082.000000 Penalty: 5964.222168
	Iteration 10F: 3 clusters Score -2.293808e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117668 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -22944556.000000 Penalty: 5964.222168
	Iteration 11F: 3 clusters Score -2.294456e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121418 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -22948770.000000 Penalty: 5964.222168
	Iteration 12Q: 3 clusters Score -2.294877e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124466 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -22950836.000000 Penalty: 5964.222168
	Iteration 13Q: 3 clusters Score -2.295084e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127251 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -22952324.000000 Penalty: 5964.222168
	Iteration 14Q: 3 clusters Score -2.295232e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129999 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -22953522.000000 Penalty: 5964.222168
	Iteration 15Q: 3 clusters Score -2.295352e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132748 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -22954724.000000 Penalty: 5964.222168
	Iteration 16Q: 3 clusters Score -2.295472e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135571 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -22955732.000000 Penalty: 5964.222168
	Iteration 17Q: 3 clusters Score -2.295573e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138463 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -22956690.000000 Penalty: 5964.222168
	Iteration 18Q: 3 clusters Score -2.295669e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141489 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -22957926.000000 Penalty: 5964.222168
	Iteration 19Q: 3 clusters Score -2.295793e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144534 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -22959142.000000 Penalty: 5964.222168
	Iteration 20F: 3 clusters Score -2.295914e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147467 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -22960460.000000 Penalty: 5964.222168
	Iteration 21Q: 3 clusters Score -2.296046e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150357 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -22961628.000000 Penalty: 5964.222168
	Iteration 22Q: 3 clusters Score -2.296163e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153070 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -22962828.000000 Penalty: 5964.222168
	Iteration 23Q: 3 clusters Score -2.296283e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -22963838.000000 Penalty: 5964.222168
	Iteration 24Q: 3 clusters Score -2.296384e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157791 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -22964652.000000 Penalty: 5964.222168
	Iteration 25Q: 3 clusters Score -2.296465e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -22965434.000000 Penalty: 5964.222168
	Iteration 26Q: 3 clusters Score -2.296543e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161169 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -22966194.000000 Penalty: 5964.222168
	Iteration 27Q: 3 clusters Score -2.296619e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162378 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -22966756.000000 Penalty: 5964.222168
	Iteration 28Q: 3 clusters Score -2.296676e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163307 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -22967156.000000 Penalty: 5964.222168
	Iteration 29Q: 3 clusters Score -2.296716e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -22967456.000000 Penalty: 5964.222168
	Iteration 30Q: 3 clusters Score -2.296746e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164477 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -22967694.000000 Penalty: 5964.222168
	Iteration 31Q: 3 clusters Score -2.296769e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164882 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -22967866.000000 Penalty: 5964.222168
	Iteration 32Q: 3 clusters Score -2.296787e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -22967930.000000 Penalty: 5964.222168
	Iteration 33Q: 3 clusters Score -2.296793e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165362 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -22968066.000000 Penalty: 5964.222168
	Iteration 34Q: 3 clusters Score -2.296807e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -22968136.000000 Penalty: 5964.222168
	Iteration 35Q: 3 clusters Score -2.296814e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165651 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -22968142.000000 Penalty: 5964.222168
	Iteration 36Q: 3 clusters Score -2.296814e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165742 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -22968184.000000 Penalty: 5964.222168
	Iteration 37Q: 3 clusters Score -2.296818e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165815 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -22968288.000000 Penalty: 5964.222168
	Iteration 38Q: 3 clusters Score -2.296829e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165882 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -22968306.000000 Penalty: 5964.222168
	Iteration 39Q: 3 clusters Score -2.296831e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165929 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -22968340.000000 Penalty: 5964.222168
	Iteration 40F: 3 clusters Score -2.296834e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165977 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -22968394.000000 Penalty: 5964.222168
	Iteration 41Q: 3 clusters Score -2.296839e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166010 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -22968392.000000 Penalty: 5964.222168
	Iteration 42Q: 3 clusters Score -2.296839e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166038 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -22968424.000000 Penalty: 5964.222168
	Iteration 43Q: 3 clusters Score -2.296842e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166065 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -22968416.000000 Penalty: 5964.222168
	Iteration 44Q: 3 clusters Score -2.296842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166086 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -22968432.000000 Penalty: 5964.222168
	Iteration 45Q: 3 clusters Score -2.296843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166101 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -22968444.000000 Penalty: 5964.222168
	Iteration 46Q: 3 clusters Score -2.296844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166113 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -22968456.000000 Penalty: 5964.222168
	Iteration 47Q: 3 clusters Score -2.296846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166123 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -22968482.000000 Penalty: 5964.222168
	Iteration 48Q: 3 clusters Score -2.296848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166139 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -22968478.000000 Penalty: 5964.222168
	Iteration 49Q: 3 clusters Score -2.296848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166147 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -22968502.000000 Penalty: 5964.222168
	Iteration 50Q: 3 clusters Score -2.29685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166158 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -22968522.000000 Penalty: 5964.222168
	Iteration 51Q: 3 clusters Score -2.296852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166166 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22968524.000000 Penalty: 5964.222168
	Iteration 52Q: 3 clusters Score -2.296852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166174 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -22968526.000000 Penalty: 5964.222168
	Iteration 53Q: 3 clusters Score -2.296853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166178 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -22968514.000000 Penalty: 5964.222168
	Iteration 54Q: 3 clusters Score -2.296851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166180 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -22968520.000000 Penalty: 5964.222168
	Iteration 55Q: 3 clusters Score -2.296852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166183 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -22968530.000000 Penalty: 5964.222168
	Iteration 56Q: 3 clusters Score -2.296853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166187 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22968524.000000 Penalty: 5964.222168
	Iteration 57Q: 3 clusters Score -2.296852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166191 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -22968522.000000 Penalty: 5964.222168
	Iteration 58Q: 3 clusters Score -2.296852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166196 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -22968538.000000 Penalty: 5964.222168
	Iteration 59Q: 3 clusters Score -2.296854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166200 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -22968540.000000 Penalty: 5964.222168
	Iteration 60F: 3 clusters Score -2.296854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166202 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22968540.000000 Penalty: 5964.222168
	Iteration 61Q: 3 clusters Score -2.296854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166201 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -22968526.000000 Penalty: 5964.222168
	Iteration 62Q: 3 clusters Score -2.296853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166205 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -22968528.000000 Penalty: 5964.222168
	Iteration 63Q: 3 clusters Score -2.296853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166207 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -22968534.000000 Penalty: 5964.222168
	Iteration 64Q: 3 clusters Score -2.296853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166209 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -22968542.000000 Penalty: 5964.222168
	Iteration 65Q: 3 clusters Score -2.296854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166211 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -22968532.000000 Penalty: 5964.222168
	Iteration 66Q: 3 clusters Score -2.296853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166212 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -22968530.000000 Penalty: 5964.222168
	Iteration 67Q: 3 clusters Score -2.296853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166212 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -22968530.000000 Penalty: 5964.222168
	Iteration 68F: 3 clusters Score -2.296853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Entering Unmasked Estep 
Score: -3922962.500000 Penalty: 2547.373291
	Iteration 0F: 2 clusters Score -3922962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3903123.000000 Penalty: 5094.746582
	Iteration 0F: 3 clusters Score -3903123 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3910312.250000 Penalty: 5094.746582
	Iteration 1F: 3 clusters Score -3910312 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -3910821.500000 Penalty: 5094.746582
	Iteration 2Q: 3 clusters Score -3910822 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3911442.500000 Penalty: 5094.746582
	Iteration 3Q: 3 clusters Score -3911442 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3912108.750000 Penalty: 5094.746582
	Iteration 4Q: 3 clusters Score -3912109 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3912792.500000 Penalty: 5094.746582
	Iteration 5Q: 3 clusters Score -3912792 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3913442.250000 Penalty: 5094.746582
	Iteration 6Q: 3 clusters Score -3913442 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3914061.000000 Penalty: 5094.746582
	Iteration 7Q: 3 clusters Score -3914061 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3914623.250000 Penalty: 5094.746582
	Iteration 8Q: 3 clusters Score -3914623 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3915228.750000 Penalty: 5094.746582
	Iteration 9Q: 3 clusters Score -3915229 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3915731.250000 Penalty: 5094.746582
	Iteration 10Q: 3 clusters Score -3915731 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3916226.250000 Penalty: 5094.746582
	Iteration 11Q: 3 clusters Score -3916226 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3916617.250000 Penalty: 5094.746582
	Iteration 12Q: 3 clusters Score -3916617 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3916868.500000 Penalty: 5094.746582
	Iteration 13Q: 3 clusters Score -3916868 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3917035.500000 Penalty: 5094.746582
	Iteration 14Q: 3 clusters Score -3917036 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3917165.000000 Penalty: 5094.746582
	Iteration 15Q: 3 clusters Score -3917165 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3917267.250000 Penalty: 5094.746582
	Iteration 16Q: 3 clusters Score -3917267 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3917328.000000 Penalty: 5094.746582
	Iteration 17Q: 3 clusters Score -3917328 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3917369.500000 Penalty: 5094.746582
	Iteration 18Q: 3 clusters Score -3917370 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3917395.000000 Penalty: 5094.746582
	Iteration 19Q: 3 clusters Score -3917395 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3917442.000000 Penalty: 5094.746582
	Iteration 20F: 3 clusters Score -3917442 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3917467.750000 Penalty: 5094.746582
	Iteration 21Q: 3 clusters Score -3917468 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3917496.500000 Penalty: 5094.746582
	Iteration 22Q: 3 clusters Score -3917496 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3917532.250000 Penalty: 5094.746582
	Iteration 23Q: 3 clusters Score -3917532 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3917548.250000 Penalty: 5094.746582
	Iteration 24Q: 3 clusters Score -3917548 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3917570.500000 Penalty: 5094.746582
	Iteration 25Q: 3 clusters Score -3917570 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3917583.250000 Penalty: 5094.746582
	Iteration 26Q: 3 clusters Score -3917583 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3917614.500000 Penalty: 5094.746582
	Iteration 27Q: 3 clusters Score -3917614 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3917626.250000 Penalty: 5094.746582
	Iteration 28Q: 3 clusters Score -3917626 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3917628.750000 Penalty: 5094.746582
	Iteration 29Q: 3 clusters Score -3917629 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3917664.500000 Penalty: 5094.746582
	Iteration 30Q: 3 clusters Score -3917664 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3917669.500000 Penalty: 5094.746582
	Iteration 31Q: 3 clusters Score -3917670 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3917676.000000 Penalty: 5094.746582
	Iteration 32Q: 3 clusters Score -3917676 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3917690.500000 Penalty: 5094.746582
	Iteration 33Q: 3 clusters Score -3917690 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3917693.500000 Penalty: 5094.746582
	Iteration 34Q: 3 clusters Score -3917694 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3917705.750000 Penalty: 5094.746582
	Iteration 35Q: 3 clusters Score -3917706 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3917712.500000 Penalty: 5094.746582
	Iteration 36Q: 3 clusters Score -3917712 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3917739.750000 Penalty: 5094.746582
	Iteration 37Q: 3 clusters Score -3917740 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -3917759.750000 Penalty: 5094.746582
	Iteration 38Q: 3 clusters Score -3917760 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -3917782.000000 Penalty: 5094.746582
	Iteration 39Q: 3 clusters Score -3917782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3917795.000000 Penalty: 5094.746582
	Iteration 40F: 3 clusters Score -3917795 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3917817.000000 Penalty: 5094.746582
	Iteration 41Q: 3 clusters Score -3917817 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3917848.000000 Penalty: 5094.746582
	Iteration 42Q: 3 clusters Score -3917848 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3917880.750000 Penalty: 5094.746582
	Iteration 43Q: 3 clusters Score -3917881 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3917901.500000 Penalty: 5094.746582
	Iteration 44Q: 3 clusters Score -3917902 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3917931.250000 Penalty: 5094.746582
	Iteration 45Q: 3 clusters Score -3917931 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3917967.500000 Penalty: 5094.746582
	Iteration 46Q: 3 clusters Score -3917968 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3918003.750000 Penalty: 5094.746582
	Iteration 47Q: 3 clusters Score -3918004 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3918021.750000 Penalty: 5094.746582
	Iteration 48Q: 3 clusters Score -3918022 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3918042.500000 Penalty: 5094.746582
	Iteration 49Q: 3 clusters Score -3918042 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3918081.500000 Penalty: 5094.746582
	Iteration 50Q: 3 clusters Score -3918082 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3918100.000000 Penalty: 5094.746582
	Iteration 51Q: 3 clusters Score -3918100 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3918129.250000 Penalty: 5094.746582
	Iteration 52Q: 3 clusters Score -3918129 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -3918164.750000 Penalty: 5094.746582
	Iteration 53Q: 3 clusters Score -3918165 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3918200.750000 Penalty: 5094.746582
	Iteration 54Q: 3 clusters Score -3918201 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3918226.500000 Penalty: 5094.746582
	Iteration 55Q: 3 clusters Score -3918226 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3918260.500000 Penalty: 5094.746582
	Iteration 56Q: 3 clusters Score -3918260 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3918291.750000 Penalty: 5094.746582
	Iteration 57Q: 3 clusters Score -3918292 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3918350.500000 Penalty: 5094.746582
	Iteration 58Q: 3 clusters Score -3918350 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -3918416.500000 Penalty: 5094.746582
	Iteration 59Q: 3 clusters Score -3918416 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -3918495.500000 Penalty: 5094.746582
	Iteration 60F: 3 clusters Score -3918496 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3918565.500000 Penalty: 5094.746582
	Iteration 61Q: 3 clusters Score -3918566 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3918661.000000 Penalty: 5094.746582
	Iteration 62Q: 3 clusters Score -3918661 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3918757.000000 Penalty: 5094.746582
	Iteration 63Q: 3 clusters Score -3918757 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3918816.500000 Penalty: 5094.746582
	Iteration 64Q: 3 clusters Score -3918816 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3918915.250000 Penalty: 5094.746582
	Iteration 65Q: 3 clusters Score -3918915 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3918987.250000 Penalty: 5094.746582
	Iteration 66Q: 3 clusters Score -3918987 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3919068.250000 Penalty: 5094.746582
	Iteration 67Q: 3 clusters Score -3919068 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3919154.750000 Penalty: 5094.746582
	Iteration 68Q: 3 clusters Score -3919155 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3919238.500000 Penalty: 5094.746582
	Iteration 69Q: 3 clusters Score -3919238 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3919330.500000 Penalty: 5094.746582
	Iteration 70Q: 3 clusters Score -3919330 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3919417.500000 Penalty: 5094.746582
	Iteration 71Q: 3 clusters Score -3919418 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3919516.750000 Penalty: 5094.746582
	Iteration 72Q: 3 clusters Score -3919517 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3919595.500000 Penalty: 5094.746582
	Iteration 73Q: 3 clusters Score -3919596 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3919684.500000 Penalty: 5094.746582
	Iteration 74Q: 3 clusters Score -3919684 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3919769.250000 Penalty: 5094.746582
	Iteration 75Q: 3 clusters Score -3919769 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3919864.750000 Penalty: 5094.746582
	Iteration 76Q: 3 clusters Score -3919865 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3919961.500000 Penalty: 5094.746582
	Iteration 77Q: 3 clusters Score -3919962 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3920031.750000 Penalty: 5094.746582
	Iteration 78Q: 3 clusters Score -3920032 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3920097.000000 Penalty: 5094.746582
	Iteration 79Q: 3 clusters Score -3920097 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3920172.250000 Penalty: 5094.746582
	Iteration 80F: 3 clusters Score -3920172 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3920246.250000 Penalty: 5094.746582
	Iteration 81Q: 3 clusters Score -3920246 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3920307.000000 Penalty: 5094.746582
	Iteration 82Q: 3 clusters Score -3920307 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3920369.500000 Penalty: 5094.746582
	Iteration 83Q: 3 clusters Score -3920370 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3920426.250000 Penalty: 5094.746582
	Iteration 84Q: 3 clusters Score -3920426 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3920458.750000 Penalty: 5094.746582
	Iteration 85Q: 3 clusters Score -3920459 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3920483.250000 Penalty: 5094.746582
	Iteration 86Q: 3 clusters Score -3920483 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3920514.500000 Penalty: 5094.746582
	Iteration 87Q: 3 clusters Score -3920514 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3920540.250000 Penalty: 5094.746582
	Iteration 88Q: 3 clusters Score -3920540 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3920592.250000 Penalty: 5094.746582
	Iteration 89Q: 3 clusters Score -3920592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3920610.750000 Penalty: 5094.746582
	Iteration 90Q: 3 clusters Score -3920611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3920634.000000 Penalty: 5094.746582
	Iteration 91Q: 3 clusters Score -3920634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3920641.750000 Penalty: 5094.746582
	Iteration 92Q: 3 clusters Score -3920642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3920658.500000 Penalty: 5094.746582
	Iteration 93Q: 3 clusters Score -3920658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3920671.250000 Penalty: 5094.746582
	Iteration 94Q: 3 clusters Score -3920671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3920681.250000 Penalty: 5094.746582
	Iteration 95Q: 3 clusters Score -3920681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3920689.250000 Penalty: 5094.746582
	Iteration 96Q: 3 clusters Score -3920689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3920693.750000 Penalty: 5094.746582
	Iteration 97Q: 3 clusters Score -3920694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3920699.750000 Penalty: 5094.746582
	Iteration 98Q: 3 clusters Score -3920700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3920703.500000 Penalty: 5094.746582
	Iteration 99Q: 3 clusters Score -3920704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3920718.250000 Penalty: 5094.746582
	Iteration 100F: 3 clusters Score -3920718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3920730.750000 Penalty: 5094.746582
	Iteration 101Q: 3 clusters Score -3920731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3920734.500000 Penalty: 5094.746582
	Iteration 102Q: 3 clusters Score -3920734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3920742.000000 Penalty: 5094.746582
	Iteration 103Q: 3 clusters Score -3920742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3920744.500000 Penalty: 5094.746582
	Iteration 104Q: 3 clusters Score -3920744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3920750.000000 Penalty: 5094.746582
	Iteration 105Q: 3 clusters Score -3920750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3920755.500000 Penalty: 5094.746582
	Iteration 106Q: 3 clusters Score -3920756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3920760.000000 Penalty: 5094.746582
	Iteration 107Q: 3 clusters Score -3920760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3920760.000000 Penalty: 5094.746582
	Iteration 108Q: 3 clusters Score -3920760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3920756.500000 Penalty: 5094.746582
	Iteration 109Q: 3 clusters Score -3920756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -3920765.000000 Penalty: 5094.746582
	Iteration 110Q: 3 clusters Score -3920765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3920773.750000 Penalty: 5094.746582
	Iteration 111Q: 3 clusters Score -3920774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3920776.250000 Penalty: 5094.746582
	Iteration 112Q: 3 clusters Score -3920776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3920772.500000 Penalty: 5094.746582
	Iteration 113Q: 3 clusters Score -3920772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3920773.750000 Penalty: 5094.746582
	Iteration 114Q: 3 clusters Score -3920774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -3920773.250000 Penalty: 5094.746582
	Iteration 115Q: 3 clusters Score -3920773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3920777.750000 Penalty: 5094.746582
	Iteration 116Q: 3 clusters Score -3920778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -3920778.250000 Penalty: 5094.746582
	Iteration 117Q: 3 clusters Score -3920778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3920776.000000 Penalty: 5094.746582
	Iteration 118Q: 3 clusters Score -3920776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3920776.250000 Penalty: 5094.746582
	Iteration 119Q: 3 clusters Score -3920776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3920777.000000 Penalty: 5094.746582
	Iteration 120F: 3 clusters Score -3920777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3920773.250000 Penalty: 5094.746582
	Iteration 121Q: 3 clusters Score -3920773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3920776.750000 Penalty: 5094.746582
	Iteration 122Q: 3 clusters Score -3920777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3920774.750000 Penalty: 5094.746582
	Iteration 123Q: 3 clusters Score -3920775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3920774.750000 Penalty: 5094.746582
	Iteration 124F: 3 clusters Score -3920775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -160940.218750 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -160940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -158903.000000 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -158903 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -159342.109375 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -159342.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159583.531250 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -159583.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -159679.468750 Penalty: 3517.504150
	Iteration 3F: 3 clusters Score -159679.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -159744.125000 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -159744.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -159793.343750 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -159793.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -159834.734375 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -159834.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -159868.953125 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -159869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -159905.500000 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -159905.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -159931.265625 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -159931.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -159943.031250 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -159943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -159953.609375 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -159953.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -159964.984375 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -159965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -159973.781250 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -159973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -159978.343750 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -159978.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -159983.625000 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -159983.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -159988.140625 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -159988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -159991.515625 Penalty: 3517.504150
	Iteration 17Q: 3 clusters Score -159991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -159995.593750 Penalty: 3517.504150
	Iteration 18Q: 3 clusters Score -159995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -159997.125000 Penalty: 3517.504150
	Iteration 19Q: 3 clusters Score -159997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -159998.796875 Penalty: 3517.504150
	Iteration 20F: 3 clusters Score -159998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -160000.734375 Penalty: 3517.504150
	Iteration 21Q: 3 clusters Score -160000.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -160003.468750 Penalty: 3517.504150
	Iteration 22Q: 3 clusters Score -160003.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -160004.593750 Penalty: 3517.504150
	Iteration 23Q: 3 clusters Score -160004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -160004.593750 Penalty: 3517.504150
	Iteration 24F: 3 clusters Score -160004.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (136401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136401 members 
Entering Unmasked Estep 
Score: -18819908.000000 Penalty: 2932.191895
	Iteration 0F: 2 clusters Score -1.881991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67754 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -18728906.000000 Penalty: 5864.383789
	Iteration 0F: 3 clusters Score -1.872891e+07 nChanged 64995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -18767156.000000 Penalty: 5864.383789
	Iteration 1F: 3 clusters Score -1.876716e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -18769200.000000 Penalty: 5864.383789
	Iteration 2Q: 3 clusters Score -1.87692e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -18772894.000000 Penalty: 5864.383789
	Iteration 3F: 3 clusters Score -1.877289e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -18779186.000000 Penalty: 5864.383789
	Iteration 4F: 3 clusters Score -1.877919e+07 nChanged 11826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 108290 members 
Entering Unmasked Estep 
Score: -18789400.000000 Penalty: 5864.383789
	Iteration 5F: 3 clusters Score -1.87894e+07 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 120769 members 
Entering Unmasked Estep 
Score: -18801858.000000 Penalty: 5864.383789
	Iteration 6F: 3 clusters Score -1.880186e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 130101 members 
Entering Unmasked Estep 
Score: -18811540.000000 Penalty: 5864.383789
	Iteration 7F: 3 clusters Score -1.881154e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 134467 members 
Entering Unmasked Estep 
Score: -18815674.000000 Penalty: 5864.383789
	Iteration 8Q: 3 clusters Score -1.881567e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 135787 members 
Entering Unmasked Estep 
Score: -18816820.000000 Penalty: 5864.383789
	Iteration 9Q: 3 clusters Score -1.881682e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 136070 members 
Entering Unmasked Estep 
Score: -18817134.000000 Penalty: 5864.383789
	Iteration 10Q: 3 clusters Score -1.881713e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 136141 members 
Entering Unmasked Estep 
Score: -18817244.000000 Penalty: 5864.383789
	Iteration 11Q: 3 clusters Score -1.881724e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 136161 members 
Entering Unmasked Estep 
Score: -18817284.000000 Penalty: 5864.383789
	Iteration 12Q: 3 clusters Score -1.881728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 136166 members 
Entering Unmasked Estep 
Score: -18817332.000000 Penalty: 5864.383789
	Iteration 13Q: 3 clusters Score -1.881733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 136171 members 
Entering Unmasked Estep 
Score: -18817340.000000 Penalty: 5864.383789
	Iteration 14Q: 3 clusters Score -1.881734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 136167 members 
Entering Unmasked Estep 
Score: -18817348.000000 Penalty: 5864.383789
	Iteration 15Q: 3 clusters Score -1.881735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 136168 members 
Entering Unmasked Estep 
Score: -18817372.000000 Penalty: 5864.383789
	Iteration 16Q: 3 clusters Score -1.881737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 136170 members 
Entering Unmasked Estep 
Score: -18817376.000000 Penalty: 5864.383789
	Iteration 17Q: 3 clusters Score -1.881738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 136173 members 
Entering Unmasked Estep 
Score: -18817388.000000 Penalty: 5864.383789
	Iteration 18Q: 3 clusters Score -1.881739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 136173 members 
Entering Unmasked Estep 
Score: -18817370.000000 Penalty: 5864.383789
	Iteration 19Q: 3 clusters Score -1.881737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 136174 members 
Entering Unmasked Estep 
Score: -18817374.000000 Penalty: 5864.383789
	Iteration 20F: 3 clusters Score -1.881737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 136175 members 
Entering Unmasked Estep 
Score: -18817370.000000 Penalty: 5864.383789
	Iteration 21Q: 3 clusters Score -1.881737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 136178 members 
Entering Unmasked Estep 
Score: -18817378.000000 Penalty: 5864.383789
	Iteration 22Q: 3 clusters Score -1.881738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 136180 members 
Entering Unmasked Estep 
Score: -18817380.000000 Penalty: 5864.383789
	Iteration 23Q: 3 clusters Score -1.881738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 136181 members 
Entering Unmasked Estep 
Score: -18817374.000000 Penalty: 5864.383789
	Iteration 24Q: 3 clusters Score -1.881737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 136181 members 
Entering Unmasked Estep 
Score: -18817374.000000 Penalty: 5864.383789
	Iteration 25F: 3 clusters Score -1.881737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -80969.242188 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -80969.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79285.640625 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -79285.64 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79541.648438 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -79541.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79653.468750 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -79653.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79732.453125 Penalty: 3237.141602
	Iteration 3Q: 3 clusters Score -79732.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79832.421875 Penalty: 3237.141602
	Iteration 4Q: 3 clusters Score -79832.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79895.335938 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -79895.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79940.562500 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -79940.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79984.921875 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -79984.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80025.445312 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -80025.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80056.562500 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -80056.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -80081.054688 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -80081.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80101.562500 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -80101.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80126.343750 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -80126.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80144.078125 Penalty: 3237.141602
	Iteration 13Q: 3 clusters Score -80144.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80170.468750 Penalty: 3237.141602
	Iteration 14Q: 3 clusters Score -80170.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80191.312500 Penalty: 3237.141602
	Iteration 15Q: 3 clusters Score -80191.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80212.585938 Penalty: 3237.141602
	Iteration 16Q: 3 clusters Score -80212.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80240.273438 Penalty: 3237.141602
	Iteration 17Q: 3 clusters Score -80240.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80281.000000 Penalty: 3237.141602
	Iteration 18Q: 3 clusters Score -80281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80334.664062 Penalty: 3237.141602
	Iteration 19Q: 3 clusters Score -80334.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80401.273438 Penalty: 3237.141602
	Iteration 20F: 3 clusters Score -80401.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80442.882812 Penalty: 3237.141602
	Iteration 21Q: 3 clusters Score -80442.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80456.242188 Penalty: 3237.141602
	Iteration 22Q: 3 clusters Score -80456.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80459.140625 Penalty: 3237.141602
	Iteration 23Q: 3 clusters Score -80459.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80460.507812 Penalty: 3237.141602
	Iteration 24Q: 3 clusters Score -80460.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80461.250000 Penalty: 3237.141602
	Iteration 25Q: 3 clusters Score -80461.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80462.484375 Penalty: 3237.141602
	Iteration 26Q: 3 clusters Score -80462.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80462.484375 Penalty: 3237.141602
	Iteration 27F: 3 clusters Score -80462.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -57314.660156 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -57314.66 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 232 members 
Entering Unmasked Estep 
Score: -55818.949219 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -55818.95 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55993.257812 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -55993.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56064.730469 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -56064.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56107.847656 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -56107.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56137.171875 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -56137.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56147.550781 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -56147.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56159.046875 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -56159.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56173.949219 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -56173.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56193.621094 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -56193.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56220.914062 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -56220.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56255.796875 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -56255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56280.621094 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -56280.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56292.375000 Penalty: 3061.163330
	Iteration 12Q: 3 clusters Score -56292.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56308.222656 Penalty: 3061.163330
	Iteration 13Q: 3 clusters Score -56308.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56327.750000 Penalty: 3061.163330
	Iteration 14Q: 3 clusters Score -56327.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56343.074219 Penalty: 3061.163330
	Iteration 15Q: 3 clusters Score -56343.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56353.347656 Penalty: 3061.163330
	Iteration 16Q: 3 clusters Score -56353.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56368.824219 Penalty: 3061.163330
	Iteration 17Q: 3 clusters Score -56368.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56386.203125 Penalty: 3061.163330
	Iteration 18Q: 3 clusters Score -56386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56409.160156 Penalty: 3061.163330
	Iteration 19Q: 3 clusters Score -56409.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56426.902344 Penalty: 3061.163330
	Iteration 20F: 3 clusters Score -56426.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56450.718750 Penalty: 3061.163330
	Iteration 21Q: 3 clusters Score -56450.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56478.667969 Penalty: 3061.163330
	Iteration 22Q: 3 clusters Score -56478.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56521.234375 Penalty: 3061.163330
	Iteration 23Q: 3 clusters Score -56521.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56562.468750 Penalty: 3061.163330
	Iteration 24Q: 3 clusters Score -56562.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56572.804688 Penalty: 3061.163330
	Iteration 25Q: 3 clusters Score -56572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56578.687500 Penalty: 3061.163330
	Iteration 26Q: 3 clusters Score -56578.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56578.687500 Penalty: 3061.163330
	Iteration 27F: 3 clusters Score -56578.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -31824.111328 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -31824.11 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 111 members 
Entering Unmasked Estep 
Score: -30588.076172 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -30588.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30666.093750 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -30666.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30672.517578 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -30672.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30675.144531 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -30675.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30680.031250 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -30680.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30680.031250 Penalty: 2738.644775
	Iteration 5F: 3 clusters Score -30680.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146965 members 
Mstep: Class 2 contains 82768 members 
Mstep: Class 3 contains 43234 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 151789 members 
Mstep: Class 10 contains 181439 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53099 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166815 members 
Mstep: Class 17 contains 28902 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136401 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452080.000000 Penalty: 75454.375000
Iteration 239Q: 23 clusters Score -1.374521e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146964 members 
Mstep: Class 2 contains 82738 members 
Mstep: Class 3 contains 43237 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 151770 members 
Mstep: Class 10 contains 181436 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53095 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166839 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136430 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452016.000000 Penalty: 75454.375000
Iteration 240F: 23 clusters Score -1.37452e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146969 members 
Mstep: Class 2 contains 82702 members 
Mstep: Class 3 contains 43246 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151781 members 
Mstep: Class 10 contains 181414 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53087 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166851 members 
Mstep: Class 17 contains 28908 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136459 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452000.000000 Penalty: 75454.375000
Iteration 241Q: 23 clusters Score -1.37452e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146974 members 
Mstep: Class 2 contains 82667 members 
Mstep: Class 3 contains 43253 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 151779 members 
Mstep: Class 10 contains 181377 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53086 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166875 members 
Mstep: Class 17 contains 28907 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136502 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451968.000000 Penalty: 75454.375000
Iteration 242Q: 23 clusters Score -1.37452e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146972 members 
Mstep: Class 2 contains 82646 members 
Mstep: Class 3 contains 43258 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151761 members 
Mstep: Class 10 contains 181370 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53090 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166880 members 
Mstep: Class 17 contains 28906 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136536 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451968.000000 Penalty: 75454.375000
Iteration 243Q: 23 clusters Score -1.37452e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146975 members 
Mstep: Class 2 contains 82630 members 
Mstep: Class 3 contains 43263 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7510 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151744 members 
Mstep: Class 10 contains 181355 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166884 members 
Mstep: Class 17 contains 28901 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136571 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452160.000000 Penalty: 75454.375000
Iteration 244Q: 23 clusters Score -1.374522e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 82612 members 
Mstep: Class 3 contains 43266 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7511 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 151736 members 
Mstep: Class 10 contains 181339 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166892 members 
Mstep: Class 17 contains 28896 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136604 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452240.000000 Penalty: 75454.375000
Iteration 245Q: 23 clusters Score -1.374522e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146986 members 
Mstep: Class 2 contains 82588 members 
Mstep: Class 3 contains 43269 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7510 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 151743 members 
Mstep: Class 10 contains 181303 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53104 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166912 members 
Mstep: Class 17 contains 28896 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136617 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452400.000000 Penalty: 75454.375000
Iteration 246Q: 23 clusters Score -1.374524e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146991 members 
Mstep: Class 2 contains 82568 members 
Mstep: Class 3 contains 43272 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7509 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151743 members 
Mstep: Class 10 contains 181280 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53104 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166938 members 
Mstep: Class 17 contains 28893 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136628 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452288.000000 Penalty: 75454.375000
Iteration 247Q: 23 clusters Score -1.374523e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147004 members 
Mstep: Class 2 contains 82552 members 
Mstep: Class 3 contains 43273 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7508 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151742 members 
Mstep: Class 10 contains 181231 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53109 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 166976 members 
Mstep: Class 17 contains 28892 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136638 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452416.000000 Penalty: 75454.375000
Iteration 248Q: 23 clusters Score -1.374524e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147010 members 
Mstep: Class 2 contains 82533 members 
Mstep: Class 3 contains 43283 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7508 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 151748 members 
Mstep: Class 10 contains 181191 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53115 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167007 members 
Mstep: Class 17 contains 28892 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136639 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452544.000000 Penalty: 75454.375000
Iteration 249Q: 23 clusters Score -1.374525e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147024 members 
Mstep: Class 2 contains 82509 members 
Mstep: Class 3 contains 43292 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 151737 members 
Mstep: Class 10 contains 181176 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53117 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167023 members 
Mstep: Class 17 contains 28893 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136649 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452528.000000 Penalty: 75454.375000
Iteration 250Q: 23 clusters Score -1.374525e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147024 members 
Mstep: Class 2 contains 82491 members 
Mstep: Class 3 contains 43297 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7508 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 151737 members 
Mstep: Class 10 contains 181180 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53120 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167020 members 
Mstep: Class 17 contains 28894 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136657 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452464.000000 Penalty: 75454.375000
Iteration 251Q: 23 clusters Score -1.374525e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147028 members 
Mstep: Class 2 contains 82474 members 
Mstep: Class 3 contains 43298 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7508 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 151748 members 
Mstep: Class 10 contains 181186 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53124 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167014 members 
Mstep: Class 17 contains 28895 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136652 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452352.000000 Penalty: 75454.375000
Iteration 252Q: 23 clusters Score -1.374524e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147041 members 
Mstep: Class 2 contains 82454 members 
Mstep: Class 3 contains 43303 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7508 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 151746 members 
Mstep: Class 10 contains 181171 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53135 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167010 members 
Mstep: Class 17 contains 28898 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136660 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452416.000000 Penalty: 75454.375000
Iteration 253Q: 23 clusters Score -1.374524e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 82441 members 
Mstep: Class 3 contains 43312 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 151742 members 
Mstep: Class 10 contains 181168 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53132 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167012 members 
Mstep: Class 17 contains 28901 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136660 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452384.000000 Penalty: 75454.375000
Iteration 254Q: 23 clusters Score -1.374524e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147058 members 
Mstep: Class 2 contains 82412 members 
Mstep: Class 3 contains 43315 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 151761 members 
Mstep: Class 10 contains 181166 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53136 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167007 members 
Mstep: Class 17 contains 28901 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136665 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452352.000000 Penalty: 75454.375000
Iteration 255Q: 23 clusters Score -1.374524e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147066 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 43316 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 151765 members 
Mstep: Class 10 contains 181170 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53130 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167026 members 
Mstep: Class 17 contains 28894 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136669 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452352.000000 Penalty: 75454.375000
Iteration 256Q: 23 clusters Score -1.374524e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 82365 members 
Mstep: Class 3 contains 43315 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7508 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 151772 members 
Mstep: Class 10 contains 181174 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53133 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167030 members 
Mstep: Class 17 contains 28891 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136656 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452544.000000 Penalty: 75454.375000
Iteration 257Q: 23 clusters Score -1.374525e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147097 members 
Mstep: Class 2 contains 82342 members 
Mstep: Class 3 contains 43321 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7508 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 151785 members 
Mstep: Class 10 contains 181168 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53136 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167024 members 
Mstep: Class 17 contains 28890 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136658 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452576.000000 Penalty: 75454.375000
Iteration 258Q: 23 clusters Score -1.374526e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 82327 members 
Mstep: Class 3 contains 43327 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7508 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 151793 members 
Mstep: Class 10 contains 181151 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53138 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167026 members 
Mstep: Class 17 contains 28890 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136674 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452624.000000 Penalty: 75454.375000
Iteration 259Q: 23 clusters Score -1.374526e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 82301 members 
Mstep: Class 3 contains 43337 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7508 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 151803 members 
Mstep: Class 10 contains 181133 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53140 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167034 members 
Mstep: Class 17 contains 28891 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136680 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452416.000000 Penalty: 75454.375000
Iteration 260F: 23 clusters Score -1.374524e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 82294 members 
Mstep: Class 3 contains 43341 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7509 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 151788 members 
Mstep: Class 10 contains 181137 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53140 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167044 members 
Mstep: Class 17 contains 28891 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136683 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452480.000000 Penalty: 75454.375000
Iteration 261Q: 23 clusters Score -1.374525e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147114 members 
Mstep: Class 2 contains 82286 members 
Mstep: Class 3 contains 43346 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7509 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 151780 members 
Mstep: Class 10 contains 181113 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53135 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 167059 members 
Mstep: Class 17 contains 28890 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136698 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452576.000000 Penalty: 75454.375000
Iteration 262Q: 23 clusters Score -1.374526e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147117 members 
Mstep: Class 2 contains 82276 members 
Mstep: Class 3 contains 43349 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7511 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 151760 members 
Mstep: Class 10 contains 181097 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53133 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4303 members 
Mstep: Class 16 contains 167091 members 
Mstep: Class 17 contains 28888 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136708 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452528.000000 Penalty: 75454.375000
Iteration 263Q: 23 clusters Score -1.374525e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147115 members 
Mstep: Class 2 contains 82267 members 
Mstep: Class 3 contains 43352 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7512 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 151746 members 
Mstep: Class 10 contains 181097 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53127 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 4305 members 
Mstep: Class 16 contains 167107 members 
Mstep: Class 17 contains 28888 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136716 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452688.000000 Penalty: 75454.375000
Iteration 264Q: 23 clusters Score -1.374527e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147107 members 
Mstep: Class 2 contains 82267 members 
Mstep: Class 3 contains 43359 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7511 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 151732 members 
Mstep: Class 10 contains 181091 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53129 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4306 members 
Mstep: Class 16 contains 167127 members 
Mstep: Class 17 contains 28889 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136714 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452688.000000 Penalty: 75454.375000
Iteration 265Q: 23 clusters Score -1.374527e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147098 members 
Mstep: Class 2 contains 82272 members 
Mstep: Class 3 contains 43362 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7510 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 151713 members 
Mstep: Class 10 contains 181082 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53135 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4305 members 
Mstep: Class 16 contains 167150 members 
Mstep: Class 17 contains 28888 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136717 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452768.000000 Penalty: 75454.375000
Iteration 266Q: 23 clusters Score -1.374528e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147089 members 
Mstep: Class 2 contains 82271 members 
Mstep: Class 3 contains 43365 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 151708 members 
Mstep: Class 10 contains 181070 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53139 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4305 members 
Mstep: Class 16 contains 167165 members 
Mstep: Class 17 contains 28887 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136727 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452752.000000 Penalty: 75454.375000
Iteration 267Q: 23 clusters Score -1.374528e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147084 members 
Mstep: Class 2 contains 82274 members 
Mstep: Class 3 contains 43369 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 151696 members 
Mstep: Class 10 contains 181062 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53144 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4305 members 
Mstep: Class 16 contains 167179 members 
Mstep: Class 17 contains 28889 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136724 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452624.000000 Penalty: 75454.375000
Iteration 268Q: 23 clusters Score -1.374526e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147080 members 
Mstep: Class 2 contains 82272 members 
Mstep: Class 3 contains 43380 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 151696 members 
Mstep: Class 10 contains 181055 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53145 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4305 members 
Mstep: Class 16 contains 167176 members 
Mstep: Class 17 contains 28891 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136728 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452416.000000 Penalty: 75454.375000
Iteration 269Q: 23 clusters Score -1.374524e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147064 members 
Mstep: Class 2 contains 82268 members 
Mstep: Class 3 contains 43385 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 151701 members 
Mstep: Class 10 contains 181050 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53142 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4306 members 
Mstep: Class 16 contains 167196 members 
Mstep: Class 17 contains 28889 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136727 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 270Q: 23 clusters Score -1.374526e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147048 members 
Mstep: Class 2 contains 82265 members 
Mstep: Class 3 contains 43385 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 151700 members 
Mstep: Class 10 contains 181056 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53145 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4307 members 
Mstep: Class 16 contains 167209 members 
Mstep: Class 17 contains 28888 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136725 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452480.000000 Penalty: 75454.375000
Iteration 271Q: 23 clusters Score -1.374525e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147040 members 
Mstep: Class 2 contains 82258 members 
Mstep: Class 3 contains 43383 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 151712 members 
Mstep: Class 10 contains 181064 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53144 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167224 members 
Mstep: Class 17 contains 28886 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136710 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452304.000000 Penalty: 75454.375000
Iteration 272Q: 23 clusters Score -1.374523e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147045 members 
Mstep: Class 2 contains 82254 members 
Mstep: Class 3 contains 43390 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 151714 members 
Mstep: Class 10 contains 181066 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53143 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167233 members 
Mstep: Class 17 contains 28883 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136694 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452416.000000 Penalty: 75454.375000
Iteration 273Q: 23 clusters Score -1.374524e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147038 members 
Mstep: Class 2 contains 82253 members 
Mstep: Class 3 contains 43399 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 151722 members 
Mstep: Class 10 contains 181061 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53141 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167244 members 
Mstep: Class 17 contains 28882 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136685 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452304.000000 Penalty: 75454.375000
Iteration 274Q: 23 clusters Score -1.374523e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147045 members 
Mstep: Class 2 contains 82254 members 
Mstep: Class 3 contains 43408 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7503 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 151730 members 
Mstep: Class 10 contains 181055 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53140 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167225 members 
Mstep: Class 17 contains 28883 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136684 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452384.000000 Penalty: 75454.375000
Iteration 275Q: 23 clusters Score -1.374524e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 82254 members 
Mstep: Class 3 contains 43410 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 151737 members 
Mstep: Class 10 contains 181057 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53141 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167194 members 
Mstep: Class 17 contains 28882 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136694 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452352.000000 Penalty: 75454.375000
Iteration 276Q: 23 clusters Score -1.374524e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147066 members 
Mstep: Class 2 contains 82245 members 
Mstep: Class 3 contains 43409 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 151752 members 
Mstep: Class 10 contains 181060 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53145 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167167 members 
Mstep: Class 17 contains 28878 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136699 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452272.000000 Penalty: 75454.375000
Iteration 277Q: 23 clusters Score -1.374523e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147070 members 
Mstep: Class 2 contains 82246 members 
Mstep: Class 3 contains 43412 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 151756 members 
Mstep: Class 10 contains 181064 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53142 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167147 members 
Mstep: Class 17 contains 28878 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136706 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452288.000000 Penalty: 75454.375000
Iteration 278Q: 23 clusters Score -1.374523e+08 nChanged 265
Entering ConstructFrom: 
Score: -137452288.000000 Penalty: 75454.375000
Entering ConstructFrom: 
Trying to split cluster 1 (147071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147071 members 
Entering Unmasked Estep 
Score: -20336500.000000 Penalty: 2950.870361
	Iteration 0F: 2 clusters Score -2.03365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -20238876.000000 Penalty: 5901.740723
	Iteration 0F: 3 clusters Score -2.023888e+07 nChanged 70205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -20279350.000000 Penalty: 5901.740723
	Iteration 1F: 3 clusters Score -2.027935e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76464 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -20280250.000000 Penalty: 5901.740723
	Iteration 2Q: 3 clusters Score -2.028025e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78117 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -20281272.000000 Penalty: 5901.740723
	Iteration 3Q: 3 clusters Score -2.028127e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -20282746.000000 Penalty: 5901.740723
	Iteration 4Q: 3 clusters Score -2.028275e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -20284698.000000 Penalty: 5901.740723
	Iteration 5Q: 3 clusters Score -2.02847e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -20287574.000000 Penalty: 5901.740723
	Iteration 6Q: 3 clusters Score -2.028757e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -20292216.000000 Penalty: 5901.740723
	Iteration 7F: 3 clusters Score -2.029222e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -20299238.000000 Penalty: 5901.740723
	Iteration 8F: 3 clusters Score -2.029924e+07 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116296 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -20307956.000000 Penalty: 5901.740723
	Iteration 9F: 3 clusters Score -2.030796e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126144 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -20317150.000000 Penalty: 5901.740723
	Iteration 10F: 3 clusters Score -2.031715e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133564 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -20324876.000000 Penalty: 5901.740723
	Iteration 11F: 3 clusters Score -2.032488e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138209 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -20329560.000000 Penalty: 5901.740723
	Iteration 12Q: 3 clusters Score -2.032956e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140645 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -20331960.000000 Penalty: 5901.740723
	Iteration 13Q: 3 clusters Score -2.033196e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141810 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -20333250.000000 Penalty: 5901.740723
	Iteration 14Q: 3 clusters Score -2.033325e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142347 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -20333750.000000 Penalty: 5901.740723
	Iteration 15Q: 3 clusters Score -2.033375e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -20334070.000000 Penalty: 5901.740723
	Iteration 16Q: 3 clusters Score -2.033407e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142948 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -20334230.000000 Penalty: 5901.740723
	Iteration 17Q: 3 clusters Score -2.033423e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143127 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -20334336.000000 Penalty: 5901.740723
	Iteration 18Q: 3 clusters Score -2.033434e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143274 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -20334420.000000 Penalty: 5901.740723
	Iteration 19Q: 3 clusters Score -2.033442e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143393 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -20334436.000000 Penalty: 5901.740723
	Iteration 20F: 3 clusters Score -2.033444e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143510 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -20334460.000000 Penalty: 5901.740723
	Iteration 21Q: 3 clusters Score -2.033446e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143599 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -20334502.000000 Penalty: 5901.740723
	Iteration 22Q: 3 clusters Score -2.03345e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143661 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -20334486.000000 Penalty: 5901.740723
	Iteration 23Q: 3 clusters Score -2.033449e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143719 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -20334496.000000 Penalty: 5901.740723
	Iteration 24Q: 3 clusters Score -2.03345e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143766 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -20334498.000000 Penalty: 5901.740723
	Iteration 25Q: 3 clusters Score -2.03345e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143834 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -20334496.000000 Penalty: 5901.740723
	Iteration 26Q: 3 clusters Score -2.03345e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143888 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -20334544.000000 Penalty: 5901.740723
	Iteration 27Q: 3 clusters Score -2.033454e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143925 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -20334534.000000 Penalty: 5901.740723
	Iteration 28Q: 3 clusters Score -2.033453e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143967 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -20334538.000000 Penalty: 5901.740723
	Iteration 29Q: 3 clusters Score -2.033454e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144005 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -20334558.000000 Penalty: 5901.740723
	Iteration 30Q: 3 clusters Score -2.033456e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -20334574.000000 Penalty: 5901.740723
	Iteration 31Q: 3 clusters Score -2.033457e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144069 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -20334564.000000 Penalty: 5901.740723
	Iteration 32Q: 3 clusters Score -2.033456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144097 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -20334572.000000 Penalty: 5901.740723
	Iteration 33Q: 3 clusters Score -2.033457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144113 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -20334560.000000 Penalty: 5901.740723
	Iteration 34Q: 3 clusters Score -2.033456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144127 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -20334578.000000 Penalty: 5901.740723
	Iteration 35Q: 3 clusters Score -2.033458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -20334588.000000 Penalty: 5901.740723
	Iteration 36Q: 3 clusters Score -2.033459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144145 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -20334582.000000 Penalty: 5901.740723
	Iteration 37Q: 3 clusters Score -2.033458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144147 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -20334592.000000 Penalty: 5901.740723
	Iteration 38Q: 3 clusters Score -2.033459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144154 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -20334588.000000 Penalty: 5901.740723
	Iteration 39Q: 3 clusters Score -2.033459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144157 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -20334584.000000 Penalty: 5901.740723
	Iteration 40F: 3 clusters Score -2.033458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144160 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -20334594.000000 Penalty: 5901.740723
	Iteration 41Q: 3 clusters Score -2.033459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144163 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -20334592.000000 Penalty: 5901.740723
	Iteration 42Q: 3 clusters Score -2.033459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144165 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -20334588.000000 Penalty: 5901.740723
	Iteration 43Q: 3 clusters Score -2.033459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144167 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -20334606.000000 Penalty: 5901.740723
	Iteration 44Q: 3 clusters Score -2.033461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -20334614.000000 Penalty: 5901.740723
	Iteration 45Q: 3 clusters Score -2.033461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -20334618.000000 Penalty: 5901.740723
	Iteration 46Q: 3 clusters Score -2.033462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -20334612.000000 Penalty: 5901.740723
	Iteration 47Q: 3 clusters Score -2.033461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144172 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -20334616.000000 Penalty: 5901.740723
	Iteration 48Q: 3 clusters Score -2.033462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -20334622.000000 Penalty: 5901.740723
	Iteration 49Q: 3 clusters Score -2.033462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -20334622.000000 Penalty: 5901.740723
	Iteration 50F: 3 clusters Score -2.033462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Entering Unmasked Estep 
Score: -11393735.000000 Penalty: 2806.717529
	Iteration 0F: 2 clusters Score -1.139374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -11338651.000000 Penalty: 5613.435059
	Iteration 0F: 3 clusters Score -1.133865e+07 nChanged 38619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -11360397.000000 Penalty: 5613.435059
	Iteration 1F: 3 clusters Score -1.13604e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -11361012.000000 Penalty: 5613.435059
	Iteration 2Q: 3 clusters Score -1.136101e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -11361646.000000 Penalty: 5613.435059
	Iteration 3Q: 3 clusters Score -1.136165e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -11362538.000000 Penalty: 5613.435059
	Iteration 4Q: 3 clusters Score -1.136254e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -11364000.000000 Penalty: 5613.435059
	Iteration 5Q: 3 clusters Score -1.1364e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -11366523.000000 Penalty: 5613.435059
	Iteration 6F: 3 clusters Score -1.136652e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -11370604.000000 Penalty: 5613.435059
	Iteration 7F: 3 clusters Score -1.13706e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -11376437.000000 Penalty: 5613.435059
	Iteration 8F: 3 clusters Score -1.137644e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 71191 members 
Entering Unmasked Estep 
Score: -11382290.000000 Penalty: 5613.435059
	Iteration 9F: 3 clusters Score -1.138229e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -11386451.000000 Penalty: 5613.435059
	Iteration 10F: 3 clusters Score -1.138645e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -11389005.000000 Penalty: 5613.435059
	Iteration 11Q: 3 clusters Score -1.1389e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -11390260.000000 Penalty: 5613.435059
	Iteration 12Q: 3 clusters Score -1.139026e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -11390794.000000 Penalty: 5613.435059
	Iteration 13Q: 3 clusters Score -1.139079e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 79881 members 
Entering Unmasked Estep 
Score: -11391021.000000 Penalty: 5613.435059
	Iteration 14Q: 3 clusters Score -1.139102e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 80067 members 
Entering Unmasked Estep 
Score: -11391130.000000 Penalty: 5613.435059
	Iteration 15Q: 3 clusters Score -1.139113e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 80193 members 
Entering Unmasked Estep 
Score: -11391167.000000 Penalty: 5613.435059
	Iteration 16Q: 3 clusters Score -1.139117e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -11391227.000000 Penalty: 5613.435059
	Iteration 17Q: 3 clusters Score -1.139123e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -11391220.000000 Penalty: 5613.435059
	Iteration 18Q: 3 clusters Score -1.139122e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -11391223.000000 Penalty: 5613.435059
	Iteration 19Q: 3 clusters Score -1.139122e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 80466 members 
Entering Unmasked Estep 
Score: -11391239.000000 Penalty: 5613.435059
	Iteration 20F: 3 clusters Score -1.139124e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -11391266.000000 Penalty: 5613.435059
	Iteration 21Q: 3 clusters Score -1.139127e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -11391281.000000 Penalty: 5613.435059
	Iteration 22Q: 3 clusters Score -1.139128e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -11391283.000000 Penalty: 5613.435059
	Iteration 23Q: 3 clusters Score -1.139128e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -11391279.000000 Penalty: 5613.435059
	Iteration 24Q: 3 clusters Score -1.139128e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -11391295.000000 Penalty: 5613.435059
	Iteration 25Q: 3 clusters Score -1.13913e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -11391321.000000 Penalty: 5613.435059
	Iteration 26Q: 3 clusters Score -1.139132e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -11391332.000000 Penalty: 5613.435059
	Iteration 27Q: 3 clusters Score -1.139133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -11391335.000000 Penalty: 5613.435059
	Iteration 28Q: 3 clusters Score -1.139134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 80786 members 
Entering Unmasked Estep 
Score: -11391340.000000 Penalty: 5613.435059
	Iteration 29Q: 3 clusters Score -1.139134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 80807 members 
Entering Unmasked Estep 
Score: -11391352.000000 Penalty: 5613.435059
	Iteration 30Q: 3 clusters Score -1.139135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -11391356.000000 Penalty: 5613.435059
	Iteration 31Q: 3 clusters Score -1.139136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -11391356.000000 Penalty: 5613.435059
	Iteration 32Q: 3 clusters Score -1.139136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -11391367.000000 Penalty: 5613.435059
	Iteration 33Q: 3 clusters Score -1.139137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -11391367.000000 Penalty: 5613.435059
	Iteration 34Q: 3 clusters Score -1.139137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -11391382.000000 Penalty: 5613.435059
	Iteration 35Q: 3 clusters Score -1.139138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -11391383.000000 Penalty: 5613.435059
	Iteration 36Q: 3 clusters Score -1.139138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -11391386.000000 Penalty: 5613.435059
	Iteration 37Q: 3 clusters Score -1.139139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -11391399.000000 Penalty: 5613.435059
	Iteration 38Q: 3 clusters Score -1.13914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -11391399.000000 Penalty: 5613.435059
	Iteration 39F: 3 clusters Score -1.13914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Entering Unmasked Estep 
Score: -6038444.500000 Penalty: 2648.265869
	Iteration 0F: 2 clusters Score -6038444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -6009171.000000 Penalty: 5296.531738
	Iteration 0F: 3 clusters Score -6009171 nChanged 19841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -6020181.500000 Penalty: 5296.531738
	Iteration 1F: 3 clusters Score -6020182 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -6020696.500000 Penalty: 5296.531738
	Iteration 2Q: 3 clusters Score -6020696 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -6021261.000000 Penalty: 5296.531738
	Iteration 3Q: 3 clusters Score -6021261 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -6021931.000000 Penalty: 5296.531738
	Iteration 4Q: 3 clusters Score -6021931 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -6023029.500000 Penalty: 5296.531738
	Iteration 5Q: 3 clusters Score -6023030 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -6024760.000000 Penalty: 5296.531738
	Iteration 6F: 3 clusters Score -6024760 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -6027158.500000 Penalty: 5296.531738
	Iteration 7F: 3 clusters Score -6027158 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -6030071.000000 Penalty: 5296.531738
	Iteration 8F: 3 clusters Score -6030071 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -6032808.500000 Penalty: 5296.531738
	Iteration 9F: 3 clusters Score -6032808 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6034675.000000 Penalty: 5296.531738
	Iteration 10Q: 3 clusters Score -6034675 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6035633.500000 Penalty: 5296.531738
	Iteration 11Q: 3 clusters Score -6035634 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6036139.000000 Penalty: 5296.531738
	Iteration 12Q: 3 clusters Score -6036139 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6036414.500000 Penalty: 5296.531738
	Iteration 13Q: 3 clusters Score -6036414 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6036563.500000 Penalty: 5296.531738
	Iteration 14Q: 3 clusters Score -6036564 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6036660.500000 Penalty: 5296.531738
	Iteration 15Q: 3 clusters Score -6036660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6036711.500000 Penalty: 5296.531738
	Iteration 16Q: 3 clusters Score -6036712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6036762.500000 Penalty: 5296.531738
	Iteration 17Q: 3 clusters Score -6036762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6036789.500000 Penalty: 5296.531738
	Iteration 18Q: 3 clusters Score -6036790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6036802.500000 Penalty: 5296.531738
	Iteration 19Q: 3 clusters Score -6036802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6036808.500000 Penalty: 5296.531738
	Iteration 20F: 3 clusters Score -6036808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6036815.000000 Penalty: 5296.531738
	Iteration 21Q: 3 clusters Score -6036815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6036819.500000 Penalty: 5296.531738
	Iteration 22Q: 3 clusters Score -6036820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6036820.000000 Penalty: 5296.531738
	Iteration 23Q: 3 clusters Score -6036820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6036829.500000 Penalty: 5296.531738
	Iteration 24Q: 3 clusters Score -6036830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6036828.000000 Penalty: 5296.531738
	Iteration 25Q: 3 clusters Score -6036828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6036825.500000 Penalty: 5296.531738
	Iteration 26Q: 3 clusters Score -6036826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6036829.500000 Penalty: 5296.531738
	Iteration 27Q: 3 clusters Score -6036830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6036829.500000 Penalty: 5296.531738
	Iteration 28F: 3 clusters Score -6036830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -64590.468750 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -64590.47 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 266 members 
Entering Unmasked Estep 
Score: -63084.203125 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -63084.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63257.261719 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -63257.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63312.085938 Penalty: 3100.944336
	Iteration 2Q: 3 clusters Score -63312.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63343.449219 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -63343.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63362.058594 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -63362.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63368.027344 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -63368.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63369.855469 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -63369.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63369.855469 Penalty: 3100.944336
	Iteration 7F: 3 clusters Score -63369.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56751.851562 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56751.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55278.335938 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55278.34 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55547.167969 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55547.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55748.300781 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55748.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55866.054688 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -55866.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55947.195312 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55947.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56022.394531 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -56022.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56196.718750 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -56196.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -56323.218750 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -56323.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56332.453125 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -56332.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -56336.839844 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -56336.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -56336.839844 Penalty: 3078.461670
	Iteration 10F: 3 clusters Score -56336.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Entering Unmasked Estep 
Score: -1005413.125000 Penalty: 2212.984375
	Iteration 0F: 2 clusters Score -1005413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -999261.875000 Penalty: 4425.968750
	Iteration 0F: 3 clusters Score -999261.9 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1000802.125000 Penalty: 4425.968750
	Iteration 1F: 3 clusters Score -1000802 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1001061.750000 Penalty: 4425.968750
	Iteration 2F: 3 clusters Score -1001062 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1001239.125000 Penalty: 4425.968750
	Iteration 3F: 3 clusters Score -1001239 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1001387.062500 Penalty: 4425.968750
	Iteration 4Q: 3 clusters Score -1001387 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1001544.562500 Penalty: 4425.968750
	Iteration 5Q: 3 clusters Score -1001545 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1001745.312500 Penalty: 4425.968750
	Iteration 6Q: 3 clusters Score -1001745 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1001953.062500 Penalty: 4425.968750
	Iteration 7Q: 3 clusters Score -1001953 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1002146.625000 Penalty: 4425.968750
	Iteration 8Q: 3 clusters Score -1002147 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1002347.250000 Penalty: 4425.968750
	Iteration 9Q: 3 clusters Score -1002347 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1002567.000000 Penalty: 4425.968750
	Iteration 10Q: 3 clusters Score -1002567 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1002768.375000 Penalty: 4425.968750
	Iteration 11Q: 3 clusters Score -1002768 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1002951.625000 Penalty: 4425.968750
	Iteration 12Q: 3 clusters Score -1002952 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1003111.000000 Penalty: 4425.968750
	Iteration 13Q: 3 clusters Score -1003111 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1003244.250000 Penalty: 4425.968750
	Iteration 14Q: 3 clusters Score -1003244 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1003357.500000 Penalty: 4425.968750
	Iteration 15Q: 3 clusters Score -1003358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1003451.062500 Penalty: 4425.968750
	Iteration 16Q: 3 clusters Score -1003451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1003500.937500 Penalty: 4425.968750
	Iteration 17Q: 3 clusters Score -1003501 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1003537.000000 Penalty: 4425.968750
	Iteration 18Q: 3 clusters Score -1003537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1003569.187500 Penalty: 4425.968750
	Iteration 19Q: 3 clusters Score -1003569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1003595.062500 Penalty: 4425.968750
	Iteration 20F: 3 clusters Score -1003595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1003611.625000 Penalty: 4425.968750
	Iteration 21Q: 3 clusters Score -1003612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1003626.687500 Penalty: 4425.968750
	Iteration 22Q: 3 clusters Score -1003627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1003634.312500 Penalty: 4425.968750
	Iteration 23Q: 3 clusters Score -1003634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1003642.562500 Penalty: 4425.968750
	Iteration 24Q: 3 clusters Score -1003643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1003650.062500 Penalty: 4425.968750
	Iteration 25Q: 3 clusters Score -1003650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1003656.812500 Penalty: 4425.968750
	Iteration 26Q: 3 clusters Score -1003657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1003668.187500 Penalty: 4425.968750
	Iteration 27Q: 3 clusters Score -1003668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1003675.062500 Penalty: 4425.968750
	Iteration 28Q: 3 clusters Score -1003675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1003681.812500 Penalty: 4425.968750
	Iteration 29Q: 3 clusters Score -1003682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1003688.062500 Penalty: 4425.968750
	Iteration 30Q: 3 clusters Score -1003688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1003691.000000 Penalty: 4425.968750
	Iteration 31Q: 3 clusters Score -1003691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1003694.437500 Penalty: 4425.968750
	Iteration 32Q: 3 clusters Score -1003694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1003698.500000 Penalty: 4425.968750
	Iteration 33Q: 3 clusters Score -1003698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1003699.250000 Penalty: 4425.968750
	Iteration 34Q: 3 clusters Score -1003699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1003700.437500 Penalty: 4425.968750
	Iteration 35Q: 3 clusters Score -1003700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1003700.562500 Penalty: 4425.968750
	Iteration 36Q: 3 clusters Score -1003701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1003700.375000 Penalty: 4425.968750
	Iteration 37Q: 3 clusters Score -1003700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1003700.375000 Penalty: 4425.968750
	Iteration 38F: 3 clusters Score -1003700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -190219.625000 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -190219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187986.031250 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -187986 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -188337.281250 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -188337.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -188445.890625 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -188445.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -188489.781250 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -188489.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -188522.265625 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -188522.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -188555.734375 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -188555.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -188579.375000 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -188579.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -188588.109375 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -188588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -188594.609375 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -188594.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -188602.906250 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -188602.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -188610.312500 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -188610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -188616.375000 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -188616.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -188625.750000 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -188625.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -188633.625000 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -188633.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -188635.468750 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -188635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -188638.906250 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -188638.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -188641.843750 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -188641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -188643.109375 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -188643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -188645.390625 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -188645.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -188648.625000 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -188648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -188653.093750 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -188653.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -188655.828125 Penalty: 3589.937988
	Iteration 21Q: 3 clusters Score -188655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -188658.562500 Penalty: 3589.937988
	Iteration 22Q: 3 clusters Score -188658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -188660.484375 Penalty: 3589.937988
	Iteration 23Q: 3 clusters Score -188660.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -188660.484375 Penalty: 3589.937988
	Iteration 24F: 3 clusters Score -188660.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Entering Unmasked Estep 
Score: -413863.281250 Penalty: 2003.283936
	Iteration 0F: 2 clusters Score -413863.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -410514.062500 Penalty: 4006.567871
	Iteration 0F: 3 clusters Score -410514.1 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -411293.406250 Penalty: 4006.567871
	Iteration 1F: 3 clusters Score -411293.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -411498.437500 Penalty: 4006.567871
	Iteration 2F: 3 clusters Score -411498.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -411620.437500 Penalty: 4006.567871
	Iteration 3Q: 3 clusters Score -411620.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -411701.312500 Penalty: 4006.567871
	Iteration 4Q: 3 clusters Score -411701.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -411759.093750 Penalty: 4006.567871
	Iteration 5Q: 3 clusters Score -411759.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -411798.281250 Penalty: 4006.567871
	Iteration 6Q: 3 clusters Score -411798.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -411829.875000 Penalty: 4006.567871
	Iteration 7Q: 3 clusters Score -411829.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -411849.593750 Penalty: 4006.567871
	Iteration 8Q: 3 clusters Score -411849.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -411874.468750 Penalty: 4006.567871
	Iteration 9Q: 3 clusters Score -411874.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -411896.312500 Penalty: 4006.567871
	Iteration 10Q: 3 clusters Score -411896.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -411922.406250 Penalty: 4006.567871
	Iteration 11Q: 3 clusters Score -411922.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -411941.718750 Penalty: 4006.567871
	Iteration 12Q: 3 clusters Score -411941.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -411952.906250 Penalty: 4006.567871
	Iteration 13Q: 3 clusters Score -411952.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -411960.562500 Penalty: 4006.567871
	Iteration 14Q: 3 clusters Score -411960.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -411965.843750 Penalty: 4006.567871
	Iteration 15Q: 3 clusters Score -411965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -411969.625000 Penalty: 4006.567871
	Iteration 16Q: 3 clusters Score -411969.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -411975.593750 Penalty: 4006.567871
	Iteration 17Q: 3 clusters Score -411975.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -411985.218750 Penalty: 4006.567871
	Iteration 18Q: 3 clusters Score -411985.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -411990.093750 Penalty: 4006.567871
	Iteration 19Q: 3 clusters Score -411990.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -411998.093750 Penalty: 4006.567871
	Iteration 20F: 3 clusters Score -411998.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -412005.562500 Penalty: 4006.567871
	Iteration 21Q: 3 clusters Score -412005.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -412016.281250 Penalty: 4006.567871
	Iteration 22Q: 3 clusters Score -412016.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -412023.437500 Penalty: 4006.567871
	Iteration 23Q: 3 clusters Score -412023.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -412029.500000 Penalty: 4006.567871
	Iteration 24Q: 3 clusters Score -412029.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -412034.968750 Penalty: 4006.567871
	Iteration 25Q: 3 clusters Score -412035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -412038.468750 Penalty: 4006.567871
	Iteration 26Q: 3 clusters Score -412038.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -412045.187500 Penalty: 4006.567871
	Iteration 27Q: 3 clusters Score -412045.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -412052.593750 Penalty: 4006.567871
	Iteration 28Q: 3 clusters Score -412052.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -412055.812500 Penalty: 4006.567871
	Iteration 29Q: 3 clusters Score -412055.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -412060.187500 Penalty: 4006.567871
	Iteration 30Q: 3 clusters Score -412060.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -412066.562500 Penalty: 4006.567871
	Iteration 31Q: 3 clusters Score -412066.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -412072.406250 Penalty: 4006.567871
	Iteration 32Q: 3 clusters Score -412072.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -412083.937500 Penalty: 4006.567871
	Iteration 33Q: 3 clusters Score -412083.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -412093.343750 Penalty: 4006.567871
	Iteration 34Q: 3 clusters Score -412093.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -412102.531250 Penalty: 4006.567871
	Iteration 35Q: 3 clusters Score -412102.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -412106.656250 Penalty: 4006.567871
	Iteration 36Q: 3 clusters Score -412106.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -412111.031250 Penalty: 4006.567871
	Iteration 37Q: 3 clusters Score -412111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -412115.625000 Penalty: 4006.567871
	Iteration 38Q: 3 clusters Score -412115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -412121.437500 Penalty: 4006.567871
	Iteration 39Q: 3 clusters Score -412121.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -412126.406250 Penalty: 4006.567871
	Iteration 40F: 3 clusters Score -412126.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -412130.781250 Penalty: 4006.567871
	Iteration 41Q: 3 clusters Score -412130.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -412134.437500 Penalty: 4006.567871
	Iteration 42Q: 3 clusters Score -412134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -412135.093750 Penalty: 4006.567871
	Iteration 43Q: 3 clusters Score -412135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -412135.968750 Penalty: 4006.567871
	Iteration 44Q: 3 clusters Score -412136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -412137.281250 Penalty: 4006.567871
	Iteration 45Q: 3 clusters Score -412137.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -412137.750000 Penalty: 4006.567871
	Iteration 46Q: 3 clusters Score -412137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -412137.812500 Penalty: 4006.567871
	Iteration 47Q: 3 clusters Score -412137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -412139.156250 Penalty: 4006.567871
	Iteration 48Q: 3 clusters Score -412139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -412139.593750 Penalty: 4006.567871
	Iteration 49Q: 3 clusters Score -412139.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -412145.093750 Penalty: 4006.567871
	Iteration 50Q: 3 clusters Score -412145.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -412147.406250 Penalty: 4006.567871
	Iteration 51Q: 3 clusters Score -412147.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -412151.937500 Penalty: 4006.567871
	Iteration 52Q: 3 clusters Score -412151.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -412157.406250 Penalty: 4006.567871
	Iteration 53Q: 3 clusters Score -412157.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -412162.562500 Penalty: 4006.567871
	Iteration 54Q: 3 clusters Score -412162.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -412164.875000 Penalty: 4006.567871
	Iteration 55Q: 3 clusters Score -412164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -412165.562500 Penalty: 4006.567871
	Iteration 56Q: 3 clusters Score -412165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -412165.562500 Penalty: 4006.567871
	Iteration 57F: 3 clusters Score -412165.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151755 members 
Entering Unmasked Estep 
Score: -21010690.000000 Penalty: 2958.645508
	Iteration 0F: 2 clusters Score -2.101069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -20910724.000000 Penalty: 5917.291016
	Iteration 0F: 3 clusters Score -2.091072e+07 nChanged 72444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73364 members 
Mstep: Class 2 contains 78391 members 
Entering Unmasked Estep 
Score: -20952632.000000 Penalty: 5917.291016
	Iteration 1F: 3 clusters Score -2.095263e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71583 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -20953528.000000 Penalty: 5917.291016
	Iteration 2Q: 3 clusters Score -2.095353e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 82851 members 
Entering Unmasked Estep 
Score: -20954532.000000 Penalty: 5917.291016
	Iteration 3Q: 3 clusters Score -2.095453e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -20956270.000000 Penalty: 5917.291016
	Iteration 4Q: 3 clusters Score -2.095627e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -20958974.000000 Penalty: 5917.291016
	Iteration 5Q: 3 clusters Score -2.095897e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 101791 members 
Entering Unmasked Estep 
Score: -20963932.000000 Penalty: 5917.291016
	Iteration 6F: 3 clusters Score -2.096393e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 113418 members 
Entering Unmasked Estep 
Score: -20972790.000000 Penalty: 5917.291016
	Iteration 7F: 3 clusters Score -2.097279e+07 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
Score: -20984778.000000 Penalty: 5917.291016
	Iteration 8F: 3 clusters Score -2.098478e+07 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 138672 members 
Entering Unmasked Estep 
Score: -20996670.000000 Penalty: 5917.291016
	Iteration 9F: 3 clusters Score -2.099667e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 146300 members 
Entering Unmasked Estep 
Score: -21003794.000000 Penalty: 5917.291016
	Iteration 10F: 3 clusters Score -2.100379e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 149754 members 
Entering Unmasked Estep 
Score: -21006658.000000 Penalty: 5917.291016
	Iteration 11Q: 3 clusters Score -2.100666e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 150945 members 
Entering Unmasked Estep 
Score: -21007572.000000 Penalty: 5917.291016
	Iteration 12Q: 3 clusters Score -2.100757e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 151291 members 
Entering Unmasked Estep 
Score: -21007870.000000 Penalty: 5917.291016
	Iteration 13Q: 3 clusters Score -2.100787e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 151389 members 
Entering Unmasked Estep 
Score: -21007940.000000 Penalty: 5917.291016
	Iteration 14Q: 3 clusters Score -2.100794e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 151431 members 
Entering Unmasked Estep 
Score: -21008004.000000 Penalty: 5917.291016
	Iteration 15Q: 3 clusters Score -2.1008e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -21008044.000000 Penalty: 5917.291016
	Iteration 16Q: 3 clusters Score -2.100804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 151467 members 
Entering Unmasked Estep 
Score: -21008088.000000 Penalty: 5917.291016
	Iteration 17Q: 3 clusters Score -2.100809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 151478 members 
Entering Unmasked Estep 
Score: -21008100.000000 Penalty: 5917.291016
	Iteration 18Q: 3 clusters Score -2.10081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 151485 members 
Entering Unmasked Estep 
Score: -21008100.000000 Penalty: 5917.291016
	Iteration 19Q: 3 clusters Score -2.10081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 151493 members 
Entering Unmasked Estep 
Score: -21008108.000000 Penalty: 5917.291016
	Iteration 20F: 3 clusters Score -2.100811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 151497 members 
Entering Unmasked Estep 
Score: -21008112.000000 Penalty: 5917.291016
	Iteration 21Q: 3 clusters Score -2.100811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 151500 members 
Entering Unmasked Estep 
Score: -21008108.000000 Penalty: 5917.291016
	Iteration 22Q: 3 clusters Score -2.100811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 151501 members 
Entering Unmasked Estep 
Score: -21008116.000000 Penalty: 5917.291016
	Iteration 23Q: 3 clusters Score -2.100812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 151501 members 
Entering Unmasked Estep 
Score: -21008116.000000 Penalty: 5917.291016
	Iteration 24F: 3 clusters Score -2.100812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181066 members 
Entering Unmasked Estep 
Score: -24953172.000000 Penalty: 3002.440918
	Iteration 0F: 2 clusters Score -2.495317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -24835520.000000 Penalty: 6004.881836
	Iteration 0F: 3 clusters Score -2.483552e+07 nChanged 86946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -24885522.000000 Penalty: 6004.881836
	Iteration 1F: 3 clusters Score -2.488552e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 100181 members 
Entering Unmasked Estep 
Score: -24886906.000000 Penalty: 6004.881836
	Iteration 2Q: 3 clusters Score -2.488691e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 105975 members 
Entering Unmasked Estep 
Score: -24889334.000000 Penalty: 6004.881836
	Iteration 3Q: 3 clusters Score -2.488933e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -24894056.000000 Penalty: 6004.881836
	Iteration 4F: 3 clusters Score -2.489406e+07 nChanged 12858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 126949 members 
Entering Unmasked Estep 
Score: -24902546.000000 Penalty: 6004.881836
	Iteration 5F: 3 clusters Score -2.490255e+07 nChanged 15838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 142281 members 
Entering Unmasked Estep 
Score: -24915900.000000 Penalty: 6004.881836
	Iteration 6F: 3 clusters Score -2.49159e+07 nChanged 16056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 158005 members 
Entering Unmasked Estep 
Score: -24931242.000000 Penalty: 6004.881836
	Iteration 7F: 3 clusters Score -2.493124e+07 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -24941964.000000 Penalty: 6004.881836
	Iteration 8F: 3 clusters Score -2.494196e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 176202 members 
Entering Unmasked Estep 
Score: -24947294.000000 Penalty: 6004.881836
	Iteration 9Q: 3 clusters Score -2.494729e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 178882 members 
Entering Unmasked Estep 
Score: -24949292.000000 Penalty: 6004.881836
	Iteration 10Q: 3 clusters Score -2.494929e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 180001 members 
Entering Unmasked Estep 
Score: -24950066.000000 Penalty: 6004.881836
	Iteration 11Q: 3 clusters Score -2.495007e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 180414 members 
Entering Unmasked Estep 
Score: -24950316.000000 Penalty: 6004.881836
	Iteration 12Q: 3 clusters Score -2.495032e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 180576 members 
Entering Unmasked Estep 
Score: -24950420.000000 Penalty: 6004.881836
	Iteration 13Q: 3 clusters Score -2.495042e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 180661 members 
Entering Unmasked Estep 
Score: -24950458.000000 Penalty: 6004.881836
	Iteration 14Q: 3 clusters Score -2.495046e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 180703 members 
Entering Unmasked Estep 
Score: -24950518.000000 Penalty: 6004.881836
	Iteration 15Q: 3 clusters Score -2.495052e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 180721 members 
Entering Unmasked Estep 
Score: -24950542.000000 Penalty: 6004.881836
	Iteration 16Q: 3 clusters Score -2.495054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 180728 members 
Entering Unmasked Estep 
Score: -24950580.000000 Penalty: 6004.881836
	Iteration 17Q: 3 clusters Score -2.495058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 180739 members 
Entering Unmasked Estep 
Score: -24950598.000000 Penalty: 6004.881836
	Iteration 18Q: 3 clusters Score -2.49506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 180746 members 
Entering Unmasked Estep 
Score: -24950596.000000 Penalty: 6004.881836
	Iteration 19Q: 3 clusters Score -2.49506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 180750 members 
Entering Unmasked Estep 
Score: -24950586.000000 Penalty: 6004.881836
	Iteration 20F: 3 clusters Score -2.495059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 180753 members 
Entering Unmasked Estep 
Score: -24950614.000000 Penalty: 6004.881836
	Iteration 21Q: 3 clusters Score -2.495061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 180756 members 
Entering Unmasked Estep 
Score: -24950628.000000 Penalty: 6004.881836
	Iteration 22Q: 3 clusters Score -2.495063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 180758 members 
Entering Unmasked Estep 
Score: -24950630.000000 Penalty: 6004.881836
	Iteration 23Q: 3 clusters Score -2.495063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 180762 members 
Entering Unmasked Estep 
Score: -24950626.000000 Penalty: 6004.881836
	Iteration 24Q: 3 clusters Score -2.495063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 180762 members 
Entering Unmasked Estep 
Score: -24950626.000000 Penalty: 6004.881836
	Iteration 25F: 3 clusters Score -2.495063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -84037.031250 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -84037.03 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 386 members 
Entering Unmasked Estep 
Score: -82481.578125 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -82481.58 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -82989.703125 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -82989.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -83455.296875 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -83455.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -84015.679688 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -84015.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84518.953125 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -84518.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84693.695312 Penalty: 3264.684326
	Iteration 5F: 3 clusters Score -84693.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -84838.703125 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -84838.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -84891.609375 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -84891.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -84907.187500 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -84907.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84911.687500 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -84911.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -84912.875000 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -84912.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -84912.875000 Penalty: 3264.684326
	Iteration 11F: 3 clusters Score -84912.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147071 members 
Mstep: Class 2 contains 82241 members 
Mstep: Class 3 contains 43412 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 151755 members 
Mstep: Class 10 contains 181066 members 
Mstep: Class 11 contains 105 members 
Mstep: Class 12 contains 53142 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167136 members 
Mstep: Class 17 contains 28879 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136718 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 617 members 
Entering Unmasked Estep 
Score: -137451408.000000 Penalty: 78884.125000
Splitting cluster 11 changes total score from -137452288.000000 to -137451408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (53142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Entering Unmasked Estep 
Score: -7160698.000000 Penalty: 2698.419189
	Iteration 0F: 2 clusters Score -7160698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -7124789.000000 Penalty: 5396.838379
	Iteration 0F: 3 clusters Score -7124789 nChanged 24738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -7138525.500000 Penalty: 5396.838379
	Iteration 1F: 3 clusters Score -7138526 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -7139066.500000 Penalty: 5396.838379
	Iteration 2Q: 3 clusters Score -7139066 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -7139636.500000 Penalty: 5396.838379
	Iteration 3Q: 3 clusters Score -7139636 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -7140336.000000 Penalty: 5396.838379
	Iteration 4Q: 3 clusters Score -7140336 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -7141188.000000 Penalty: 5396.838379
	Iteration 5Q: 3 clusters Score -7141188 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -7142404.000000 Penalty: 5396.838379
	Iteration 6Q: 3 clusters Score -7142404 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -7143903.500000 Penalty: 5396.838379
	Iteration 7F: 3 clusters Score -7143904 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -7145606.500000 Penalty: 5396.838379
	Iteration 8F: 3 clusters Score -7145606 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -7147321.000000 Penalty: 5396.838379
	Iteration 9F: 3 clusters Score -7147321 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -7148720.000000 Penalty: 5396.838379
	Iteration 10Q: 3 clusters Score -7148720 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -7149672.500000 Penalty: 5396.838379
	Iteration 11Q: 3 clusters Score -7149672 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -7150245.500000 Penalty: 5396.838379
	Iteration 12Q: 3 clusters Score -7150246 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -7150755.000000 Penalty: 5396.838379
	Iteration 13Q: 3 clusters Score -7150755 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -7151225.500000 Penalty: 5396.838379
	Iteration 14Q: 3 clusters Score -7151226 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -7151746.500000 Penalty: 5396.838379
	Iteration 15Q: 3 clusters Score -7151746 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -7152397.000000 Penalty: 5396.838379
	Iteration 16Q: 3 clusters Score -7152397 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -7153391.000000 Penalty: 5396.838379
	Iteration 17Q: 3 clusters Score -7153391 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -7154619.500000 Penalty: 5396.838379
	Iteration 18Q: 3 clusters Score -7154620 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7156212.500000 Penalty: 5396.838379
	Iteration 19Q: 3 clusters Score -7156212 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7157576.000000 Penalty: 5396.838379
	Iteration 20F: 3 clusters Score -7157576 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7158082.500000 Penalty: 5396.838379
	Iteration 21Q: 3 clusters Score -7158082 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7158276.500000 Penalty: 5396.838379
	Iteration 22Q: 3 clusters Score -7158276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7158344.000000 Penalty: 5396.838379
	Iteration 23Q: 3 clusters Score -7158344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7158386.500000 Penalty: 5396.838379
	Iteration 24Q: 3 clusters Score -7158386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7158422.500000 Penalty: 5396.838379
	Iteration 25Q: 3 clusters Score -7158422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7158430.500000 Penalty: 5396.838379
	Iteration 26Q: 3 clusters Score -7158430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7158442.000000 Penalty: 5396.838379
	Iteration 27Q: 3 clusters Score -7158442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7158450.500000 Penalty: 5396.838379
	Iteration 28Q: 3 clusters Score -7158450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7158456.500000 Penalty: 5396.838379
	Iteration 29Q: 3 clusters Score -7158456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7158456.500000 Penalty: 5396.838379
	Iteration 30Q: 3 clusters Score -7158456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7158465.500000 Penalty: 5396.838379
	Iteration 31Q: 3 clusters Score -7158466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7158465.500000 Penalty: 5396.838379
	Iteration 32F: 3 clusters Score -7158466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -152883.312500 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -152883.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -150854.671875 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -150854.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151153.328125 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -151153.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -151269.703125 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -151269.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -151329.203125 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -151329.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151376.515625 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -151376.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -151402.562500 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -151402.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -151423.578125 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -151423.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -151445.031250 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -151445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -151456.546875 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -151456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -151462.484375 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -151462.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -151471.937500 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -151471.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -151481.890625 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -151481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -151484.109375 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -151484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -151485.125000 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -151485.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -151485.718750 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -151485.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -151486.734375 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -151486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -151487.859375 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -151487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -151489.093750 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -151489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -151490.406250 Penalty: 3497.290771
	Iteration 18Q: 3 clusters Score -151490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -151492.593750 Penalty: 3497.290771
	Iteration 19Q: 3 clusters Score -151492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -151495.500000 Penalty: 3497.290771
	Iteration 20F: 3 clusters Score -151495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -151501.015625 Penalty: 3497.290771
	Iteration 21Q: 3 clusters Score -151501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -151505.531250 Penalty: 3497.290771
	Iteration 22Q: 3 clusters Score -151505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -151507.125000 Penalty: 3497.290771
	Iteration 23Q: 3 clusters Score -151507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -151507.125000 Penalty: 3497.290771
	Iteration 24F: 3 clusters Score -151507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -107483.023438 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -107483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105704.593750 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -105704.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105927.992188 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -105928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105983.820312 Penalty: 3345.637207
	Iteration 2Q: 3 clusters Score -105983.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -106025.625000 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -106025.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106049.164062 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -106049.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -106068.125000 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -106068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -106074.515625 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -106074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -106078.328125 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -106078.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -106079.289062 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -106079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -106079.289062 Penalty: 3345.637207
	Iteration 9F: 3 clusters Score -106079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Entering Unmasked Estep 
Score: -569708.000000 Penalty: 2075.320801
	Iteration 0F: 2 clusters Score -569708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -565648.812500 Penalty: 4150.641602
	Iteration 0F: 3 clusters Score -565648.8 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -566622.187500 Penalty: 4150.641602
	Iteration 1F: 3 clusters Score -566622.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -566867.500000 Penalty: 4150.641602
	Iteration 2F: 3 clusters Score -566867.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -567073.000000 Penalty: 4150.641602
	Iteration 3F: 3 clusters Score -567073 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -567210.437500 Penalty: 4150.641602
	Iteration 4Q: 3 clusters Score -567210.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -567318.562500 Penalty: 4150.641602
	Iteration 5Q: 3 clusters Score -567318.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -567416.625000 Penalty: 4150.641602
	Iteration 6Q: 3 clusters Score -567416.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -567487.500000 Penalty: 4150.641602
	Iteration 7Q: 3 clusters Score -567487.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -567541.125000 Penalty: 4150.641602
	Iteration 8Q: 3 clusters Score -567541.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -567586.000000 Penalty: 4150.641602
	Iteration 9Q: 3 clusters Score -567586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -567635.375000 Penalty: 4150.641602
	Iteration 10Q: 3 clusters Score -567635.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -567678.812500 Penalty: 4150.641602
	Iteration 11Q: 3 clusters Score -567678.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -567724.062500 Penalty: 4150.641602
	Iteration 12Q: 3 clusters Score -567724.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -567765.000000 Penalty: 4150.641602
	Iteration 13Q: 3 clusters Score -567765 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -567800.875000 Penalty: 4150.641602
	Iteration 14Q: 3 clusters Score -567800.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -567831.812500 Penalty: 4150.641602
	Iteration 15Q: 3 clusters Score -567831.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -567852.062500 Penalty: 4150.641602
	Iteration 16Q: 3 clusters Score -567852.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -567869.625000 Penalty: 4150.641602
	Iteration 17Q: 3 clusters Score -567869.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -567884.437500 Penalty: 4150.641602
	Iteration 18Q: 3 clusters Score -567884.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -567906.062500 Penalty: 4150.641602
	Iteration 19Q: 3 clusters Score -567906.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -567933.750000 Penalty: 4150.641602
	Iteration 20F: 3 clusters Score -567933.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -567966.562500 Penalty: 4150.641602
	Iteration 21Q: 3 clusters Score -567966.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -567986.437500 Penalty: 4150.641602
	Iteration 22Q: 3 clusters Score -567986.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -568012.750000 Penalty: 4150.641602
	Iteration 23Q: 3 clusters Score -568012.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -568032.562500 Penalty: 4150.641602
	Iteration 24Q: 3 clusters Score -568032.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -568055.062500 Penalty: 4150.641602
	Iteration 25Q: 3 clusters Score -568055.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -568082.750000 Penalty: 4150.641602
	Iteration 26Q: 3 clusters Score -568082.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -568108.687500 Penalty: 4150.641602
	Iteration 27Q: 3 clusters Score -568108.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -568130.062500 Penalty: 4150.641602
	Iteration 28Q: 3 clusters Score -568130.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -568171.687500 Penalty: 4150.641602
	Iteration 29Q: 3 clusters Score -568171.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -568199.750000 Penalty: 4150.641602
	Iteration 30Q: 3 clusters Score -568199.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -568215.375000 Penalty: 4150.641602
	Iteration 31Q: 3 clusters Score -568215.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -568226.937500 Penalty: 4150.641602
	Iteration 32Q: 3 clusters Score -568226.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -568237.625000 Penalty: 4150.641602
	Iteration 33Q: 3 clusters Score -568237.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -568244.500000 Penalty: 4150.641602
	Iteration 34Q: 3 clusters Score -568244.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -568250.937500 Penalty: 4150.641602
	Iteration 35Q: 3 clusters Score -568250.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -568259.437500 Penalty: 4150.641602
	Iteration 36Q: 3 clusters Score -568259.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -568265.500000 Penalty: 4150.641602
	Iteration 37Q: 3 clusters Score -568265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -568269.062500 Penalty: 4150.641602
	Iteration 38Q: 3 clusters Score -568269.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -568272.687500 Penalty: 4150.641602
	Iteration 39Q: 3 clusters Score -568272.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -568275.937500 Penalty: 4150.641602
	Iteration 40F: 3 clusters Score -568275.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -568276.375000 Penalty: 4150.641602
	Iteration 41Q: 3 clusters Score -568276.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -568277.375000 Penalty: 4150.641602
	Iteration 42Q: 3 clusters Score -568277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -568278.937500 Penalty: 4150.641602
	Iteration 43Q: 3 clusters Score -568278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -568281.375000 Penalty: 4150.641602
	Iteration 44Q: 3 clusters Score -568281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -568282.937500 Penalty: 4150.641602
	Iteration 45Q: 3 clusters Score -568282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -568283.687500 Penalty: 4150.641602
	Iteration 46Q: 3 clusters Score -568283.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -568283.312500 Penalty: 4150.641602
	Iteration 47Q: 3 clusters Score -568283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -568283.437500 Penalty: 4150.641602
	Iteration 48Q: 3 clusters Score -568283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -568285.250000 Penalty: 4150.641602
	Iteration 49Q: 3 clusters Score -568285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -568285.250000 Penalty: 4150.641602
	Iteration 50F: 3 clusters Score -568285.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167136 members 
Entering Unmasked Estep 
Score: -23014090.000000 Penalty: 2982.587646
	Iteration 0F: 2 clusters Score -2.301409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -22904436.000000 Penalty: 5965.175293
	Iteration 0F: 3 clusters Score -2.290444e+07 nChanged 79889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -22952264.000000 Penalty: 5965.175293
	Iteration 1F: 3 clusters Score -2.295226e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85843 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -22954210.000000 Penalty: 5965.175293
	Iteration 2Q: 3 clusters Score -2.295421e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -22957162.000000 Penalty: 5965.175293
	Iteration 3Q: 3 clusters Score -2.295716e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -22961316.000000 Penalty: 5965.175293
	Iteration 4F: 3 clusters Score -2.296132e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94844 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -22967460.000000 Penalty: 5965.175293
	Iteration 5F: 3 clusters Score -2.296746e+07 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -22975514.000000 Penalty: 5965.175293
	Iteration 6F: 3 clusters Score -2.297551e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105490 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -22985006.000000 Penalty: 5965.175293
	Iteration 7F: 3 clusters Score -2.298501e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109841 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -22991794.000000 Penalty: 5965.175293
	Iteration 8F: 3 clusters Score -2.299179e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113138 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -22995046.000000 Penalty: 5965.175293
	Iteration 9Q: 3 clusters Score -2.299505e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116098 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -22996654.000000 Penalty: 5965.175293
	Iteration 10Q: 3 clusters Score -2.299665e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119016 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -22997766.000000 Penalty: 5965.175293
	Iteration 11Q: 3 clusters Score -2.299777e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121983 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -22998916.000000 Penalty: 5965.175293
	Iteration 12Q: 3 clusters Score -2.299892e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124974 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -22999936.000000 Penalty: 5965.175293
	Iteration 13Q: 3 clusters Score -2.299994e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128020 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -23001004.000000 Penalty: 5965.175293
	Iteration 14Q: 3 clusters Score -2.3001e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130995 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -23002028.000000 Penalty: 5965.175293
	Iteration 15Q: 3 clusters Score -2.300203e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133934 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -23003028.000000 Penalty: 5965.175293
	Iteration 16Q: 3 clusters Score -2.300303e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136861 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -23003990.000000 Penalty: 5965.175293
	Iteration 17Q: 3 clusters Score -2.300399e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139620 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -23004980.000000 Penalty: 5965.175293
	Iteration 18Q: 3 clusters Score -2.300498e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142103 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -23005920.000000 Penalty: 5965.175293
	Iteration 19Q: 3 clusters Score -2.300592e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144455 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -23006700.000000 Penalty: 5965.175293
	Iteration 20F: 3 clusters Score -2.30067e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146717 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -23007548.000000 Penalty: 5965.175293
	Iteration 21Q: 3 clusters Score -2.300755e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148801 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -23008146.000000 Penalty: 5965.175293
	Iteration 22Q: 3 clusters Score -2.300815e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150656 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -23008632.000000 Penalty: 5965.175293
	Iteration 23Q: 3 clusters Score -2.300863e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152338 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -23009146.000000 Penalty: 5965.175293
	Iteration 24Q: 3 clusters Score -2.300915e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -23009610.000000 Penalty: 5965.175293
	Iteration 25Q: 3 clusters Score -2.300961e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -23010044.000000 Penalty: 5965.175293
	Iteration 26Q: 3 clusters Score -2.301004e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156466 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -23010372.000000 Penalty: 5965.175293
	Iteration 27Q: 3 clusters Score -2.301037e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157558 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -23010668.000000 Penalty: 5965.175293
	Iteration 28Q: 3 clusters Score -2.301067e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158576 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -23010838.000000 Penalty: 5965.175293
	Iteration 29Q: 3 clusters Score -2.301084e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159466 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -23011044.000000 Penalty: 5965.175293
	Iteration 30Q: 3 clusters Score -2.301104e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160260 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -23011304.000000 Penalty: 5965.175293
	Iteration 31Q: 3 clusters Score -2.30113e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160875 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -23011476.000000 Penalty: 5965.175293
	Iteration 32Q: 3 clusters Score -2.301148e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161422 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -23011588.000000 Penalty: 5965.175293
	Iteration 33Q: 3 clusters Score -2.301159e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161884 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -23011694.000000 Penalty: 5965.175293
	Iteration 34Q: 3 clusters Score -2.301169e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162280 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -23011814.000000 Penalty: 5965.175293
	Iteration 35Q: 3 clusters Score -2.301181e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162638 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -23011898.000000 Penalty: 5965.175293
	Iteration 36Q: 3 clusters Score -2.30119e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162930 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -23011984.000000 Penalty: 5965.175293
	Iteration 37Q: 3 clusters Score -2.301198e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163192 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -23011950.000000 Penalty: 5965.175293
	Iteration 38Q: 3 clusters Score -2.301195e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163416 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -23011990.000000 Penalty: 5965.175293
	Iteration 39Q: 3 clusters Score -2.301199e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163602 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -23011996.000000 Penalty: 5965.175293
	Iteration 40F: 3 clusters Score -2.3012e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163757 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -23012036.000000 Penalty: 5965.175293
	Iteration 41Q: 3 clusters Score -2.301204e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -23012080.000000 Penalty: 5965.175293
	Iteration 42Q: 3 clusters Score -2.301208e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164023 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -23012080.000000 Penalty: 5965.175293
	Iteration 43Q: 3 clusters Score -2.301208e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -23012124.000000 Penalty: 5965.175293
	Iteration 44Q: 3 clusters Score -2.301212e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164205 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -23012132.000000 Penalty: 5965.175293
	Iteration 45Q: 3 clusters Score -2.301213e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164251 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -23012142.000000 Penalty: 5965.175293
	Iteration 46Q: 3 clusters Score -2.301214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -23012140.000000 Penalty: 5965.175293
	Iteration 47Q: 3 clusters Score -2.301214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164313 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -23012164.000000 Penalty: 5965.175293
	Iteration 48Q: 3 clusters Score -2.301216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164339 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -23012168.000000 Penalty: 5965.175293
	Iteration 49Q: 3 clusters Score -2.301217e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164365 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -23012196.000000 Penalty: 5965.175293
	Iteration 50Q: 3 clusters Score -2.30122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164382 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -23012200.000000 Penalty: 5965.175293
	Iteration 51Q: 3 clusters Score -2.30122e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164407 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -23012222.000000 Penalty: 5965.175293
	Iteration 52Q: 3 clusters Score -2.301222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164437 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -23012218.000000 Penalty: 5965.175293
	Iteration 53Q: 3 clusters Score -2.301222e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164465 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -23012252.000000 Penalty: 5965.175293
	Iteration 54Q: 3 clusters Score -2.301225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164485 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -23012210.000000 Penalty: 5965.175293
	Iteration 55Q: 3 clusters Score -2.301221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164505 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -23012218.000000 Penalty: 5965.175293
	Iteration 56Q: 3 clusters Score -2.301222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164522 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -23012224.000000 Penalty: 5965.175293
	Iteration 57Q: 3 clusters Score -2.301222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164542 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -23012222.000000 Penalty: 5965.175293
	Iteration 58Q: 3 clusters Score -2.301222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164553 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -23012244.000000 Penalty: 5965.175293
	Iteration 59Q: 3 clusters Score -2.301224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164564 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -23012244.000000 Penalty: 5965.175293
	Iteration 60F: 3 clusters Score -2.301224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164572 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -23012226.000000 Penalty: 5965.175293
	Iteration 61Q: 3 clusters Score -2.301223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164584 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -23012228.000000 Penalty: 5965.175293
	Iteration 62Q: 3 clusters Score -2.301223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164594 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -23012224.000000 Penalty: 5965.175293
	Iteration 63Q: 3 clusters Score -2.301222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164606 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -23012220.000000 Penalty: 5965.175293
	Iteration 64Q: 3 clusters Score -2.301222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164617 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -23012216.000000 Penalty: 5965.175293
	Iteration 65Q: 3 clusters Score -2.301222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164628 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -23012218.000000 Penalty: 5965.175293
	Iteration 66Q: 3 clusters Score -2.301222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164645 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -23012200.000000 Penalty: 5965.175293
	Iteration 67Q: 3 clusters Score -2.30122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164654 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -23012212.000000 Penalty: 5965.175293
	Iteration 68Q: 3 clusters Score -2.301221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164665 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -23012216.000000 Penalty: 5965.175293
	Iteration 69Q: 3 clusters Score -2.301222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164673 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -23012222.000000 Penalty: 5965.175293
	Iteration 70Q: 3 clusters Score -2.301222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164683 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -23012224.000000 Penalty: 5965.175293
	Iteration 71Q: 3 clusters Score -2.301222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164688 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -23012242.000000 Penalty: 5965.175293
	Iteration 72Q: 3 clusters Score -2.301224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164695 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -23012250.000000 Penalty: 5965.175293
	Iteration 73Q: 3 clusters Score -2.301225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164702 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -23012230.000000 Penalty: 5965.175293
	Iteration 74Q: 3 clusters Score -2.301223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164709 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -23012234.000000 Penalty: 5965.175293
	Iteration 75Q: 3 clusters Score -2.301223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164715 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -23012238.000000 Penalty: 5965.175293
	Iteration 76Q: 3 clusters Score -2.301224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164721 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -23012262.000000 Penalty: 5965.175293
	Iteration 77Q: 3 clusters Score -2.301226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164724 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -23012266.000000 Penalty: 5965.175293
	Iteration 78Q: 3 clusters Score -2.301227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164728 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -23012264.000000 Penalty: 5965.175293
	Iteration 79Q: 3 clusters Score -2.301226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -23012240.000000 Penalty: 5965.175293
	Iteration 80F: 3 clusters Score -2.301224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -23012246.000000 Penalty: 5965.175293
	Iteration 81Q: 3 clusters Score -2.301225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -23012246.000000 Penalty: 5965.175293
	Iteration 82F: 3 clusters Score -2.301225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Entering Unmasked Estep 
Score: -3919884.750000 Penalty: 2547.175781
	Iteration 0F: 2 clusters Score -3919885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3900109.500000 Penalty: 5094.351562
	Iteration 0F: 3 clusters Score -3900110 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3907113.500000 Penalty: 5094.351562
	Iteration 1F: 3 clusters Score -3907114 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3907552.750000 Penalty: 5094.351562
	Iteration 2Q: 3 clusters Score -3907553 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3907853.750000 Penalty: 5094.351562
	Iteration 3Q: 3 clusters Score -3907854 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3908219.250000 Penalty: 5094.351562
	Iteration 4Q: 3 clusters Score -3908219 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -3908666.500000 Penalty: 5094.351562
	Iteration 5Q: 3 clusters Score -3908666 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3909233.750000 Penalty: 5094.351562
	Iteration 6Q: 3 clusters Score -3909234 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3910130.000000 Penalty: 5094.351562
	Iteration 7F: 3 clusters Score -3910130 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -3911435.500000 Penalty: 5094.351562
	Iteration 8F: 3 clusters Score -3911436 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3913034.250000 Penalty: 5094.351562
	Iteration 9F: 3 clusters Score -3913034 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -3914589.250000 Penalty: 5094.351562
	Iteration 10F: 3 clusters Score -3914589 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3915881.250000 Penalty: 5094.351562
	Iteration 11Q: 3 clusters Score -3915881 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3916675.750000 Penalty: 5094.351562
	Iteration 12Q: 3 clusters Score -3916676 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3917124.000000 Penalty: 5094.351562
	Iteration 13Q: 3 clusters Score -3917124 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3917372.250000 Penalty: 5094.351562
	Iteration 14Q: 3 clusters Score -3917372 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3917558.250000 Penalty: 5094.351562
	Iteration 15Q: 3 clusters Score -3917558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3917668.500000 Penalty: 5094.351562
	Iteration 16Q: 3 clusters Score -3917668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3917730.500000 Penalty: 5094.351562
	Iteration 17Q: 3 clusters Score -3917730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -3917788.250000 Penalty: 5094.351562
	Iteration 18Q: 3 clusters Score -3917788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3917836.250000 Penalty: 5094.351562
	Iteration 19Q: 3 clusters Score -3917836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3917885.500000 Penalty: 5094.351562
	Iteration 20F: 3 clusters Score -3917886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3917931.750000 Penalty: 5094.351562
	Iteration 21Q: 3 clusters Score -3917932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3917952.500000 Penalty: 5094.351562
	Iteration 22Q: 3 clusters Score -3917952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3917977.000000 Penalty: 5094.351562
	Iteration 23Q: 3 clusters Score -3917977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -3917992.750000 Penalty: 5094.351562
	Iteration 24Q: 3 clusters Score -3917993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3918005.750000 Penalty: 5094.351562
	Iteration 25Q: 3 clusters Score -3918006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3918023.250000 Penalty: 5094.351562
	Iteration 26Q: 3 clusters Score -3918023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3918025.500000 Penalty: 5094.351562
	Iteration 27Q: 3 clusters Score -3918026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3918037.500000 Penalty: 5094.351562
	Iteration 28Q: 3 clusters Score -3918038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -3918047.250000 Penalty: 5094.351562
	Iteration 29Q: 3 clusters Score -3918047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3918055.500000 Penalty: 5094.351562
	Iteration 30Q: 3 clusters Score -3918056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3918065.000000 Penalty: 5094.351562
	Iteration 31Q: 3 clusters Score -3918065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3918075.000000 Penalty: 5094.351562
	Iteration 32Q: 3 clusters Score -3918075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -3918090.750000 Penalty: 5094.351562
	Iteration 33Q: 3 clusters Score -3918091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3918104.000000 Penalty: 5094.351562
	Iteration 34Q: 3 clusters Score -3918104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -3918106.250000 Penalty: 5094.351562
	Iteration 35Q: 3 clusters Score -3918106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3918108.750000 Penalty: 5094.351562
	Iteration 36Q: 3 clusters Score -3918109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3918108.250000 Penalty: 5094.351562
	Iteration 37Q: 3 clusters Score -3918108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -3918116.500000 Penalty: 5094.351562
	Iteration 38Q: 3 clusters Score -3918116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3918120.000000 Penalty: 5094.351562
	Iteration 39Q: 3 clusters Score -3918120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -3918122.500000 Penalty: 5094.351562
	Iteration 40F: 3 clusters Score -3918122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3918120.500000 Penalty: 5094.351562
	Iteration 41Q: 3 clusters Score -3918120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3918123.000000 Penalty: 5094.351562
	Iteration 42Q: 3 clusters Score -3918123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3918133.000000 Penalty: 5094.351562
	Iteration 43Q: 3 clusters Score -3918133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -3918134.500000 Penalty: 5094.351562
	Iteration 44Q: 3 clusters Score -3918134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3918137.500000 Penalty: 5094.351562
	Iteration 45Q: 3 clusters Score -3918138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3918137.500000 Penalty: 5094.351562
	Iteration 46Q: 3 clusters Score -3918138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3918144.250000 Penalty: 5094.351562
	Iteration 47Q: 3 clusters Score -3918144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3918141.500000 Penalty: 5094.351562
	Iteration 48Q: 3 clusters Score -3918142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3918144.250000 Penalty: 5094.351562
	Iteration 49Q: 3 clusters Score -3918144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3918141.250000 Penalty: 5094.351562
	Iteration 50Q: 3 clusters Score -3918141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3918142.250000 Penalty: 5094.351562
	Iteration 51Q: 3 clusters Score -3918142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3918142.250000 Penalty: 5094.351562
	Iteration 52F: 3 clusters Score -3918142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -160940.218750 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -160940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -158850.937500 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -158850.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159274.781250 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -159274.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159421.359375 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -159421.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -159499.000000 Penalty: 3517.504150
	Iteration 3Q: 3 clusters Score -159499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159561.328125 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -159561.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159598.937500 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -159598.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -159642.390625 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -159642.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -159693.421875 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -159693.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -159725.875000 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -159725.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -159756.921875 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -159756.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -159782.468750 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -159782.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -159807.578125 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -159807.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -159827.546875 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -159827.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -159840.406250 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -159840.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -159849.375000 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -159849.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -159860.000000 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -159860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -159864.093750 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -159864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -159870.281250 Penalty: 3517.504150
	Iteration 17Q: 3 clusters Score -159870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -159873.328125 Penalty: 3517.504150
	Iteration 18Q: 3 clusters Score -159873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -159876.906250 Penalty: 3517.504150
	Iteration 19Q: 3 clusters Score -159876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -159881.500000 Penalty: 3517.504150
	Iteration 20F: 3 clusters Score -159881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -159885.468750 Penalty: 3517.504150
	Iteration 21Q: 3 clusters Score -159885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -159892.125000 Penalty: 3517.504150
	Iteration 22Q: 3 clusters Score -159892.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -159899.484375 Penalty: 3517.504150
	Iteration 23Q: 3 clusters Score -159899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -159907.562500 Penalty: 3517.504150
	Iteration 24Q: 3 clusters Score -159907.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -159915.390625 Penalty: 3517.504150
	Iteration 25Q: 3 clusters Score -159915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -159916.203125 Penalty: 3517.504150
	Iteration 26Q: 3 clusters Score -159916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -159919.062500 Penalty: 3517.504150
	Iteration 27Q: 3 clusters Score -159919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -159920.859375 Penalty: 3517.504150
	Iteration 28Q: 3 clusters Score -159920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -159922.015625 Penalty: 3517.504150
	Iteration 29Q: 3 clusters Score -159922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -159922.015625 Penalty: 3517.504150
	Iteration 30F: 3 clusters Score -159922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (136718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136718 members 
Entering Unmasked Estep 
Score: -18864258.000000 Penalty: 2932.767578
	Iteration 0F: 2 clusters Score -1.886426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -18772692.000000 Penalty: 5865.535156
	Iteration 0F: 3 clusters Score -1.877269e+07 nChanged 65121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -18810126.000000 Penalty: 5865.535156
	Iteration 1F: 3 clusters Score -1.881013e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -18810790.000000 Penalty: 5865.535156
	Iteration 2Q: 3 clusters Score -1.881079e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -18811628.000000 Penalty: 5865.535156
	Iteration 3Q: 3 clusters Score -1.881163e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -18812632.000000 Penalty: 5865.535156
	Iteration 4Q: 3 clusters Score -1.881263e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68525 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -18814070.000000 Penalty: 5865.535156
	Iteration 5Q: 3 clusters Score -1.881407e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -18816252.000000 Penalty: 5865.535156
	Iteration 6Q: 3 clusters Score -1.881625e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -18819838.000000 Penalty: 5865.535156
	Iteration 7Q: 3 clusters Score -1.881984e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -18825346.000000 Penalty: 5865.535156
	Iteration 8F: 3 clusters Score -1.882535e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -18832100.000000 Penalty: 5865.535156
	Iteration 9F: 3 clusters Score -1.88321e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -18837898.000000 Penalty: 5865.535156
	Iteration 10F: 3 clusters Score -1.88379e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -18840906.000000 Penalty: 5865.535156
	Iteration 11F: 3 clusters Score -1.884091e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -18842068.000000 Penalty: 5865.535156
	Iteration 12Q: 3 clusters Score -1.884207e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70757 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -18842374.000000 Penalty: 5865.535156
	Iteration 13Q: 3 clusters Score -1.884237e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70681 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -18842612.000000 Penalty: 5865.535156
	Iteration 14Q: 3 clusters Score -1.884261e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -18842818.000000 Penalty: 5865.535156
	Iteration 15Q: 3 clusters Score -1.884282e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -18843066.000000 Penalty: 5865.535156
	Iteration 16Q: 3 clusters Score -1.884307e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -18843256.000000 Penalty: 5865.535156
	Iteration 17Q: 3 clusters Score -1.884326e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -18843548.000000 Penalty: 5865.535156
	Iteration 18Q: 3 clusters Score -1.884355e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69350 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -18843742.000000 Penalty: 5865.535156
	Iteration 19Q: 3 clusters Score -1.884374e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -18843972.000000 Penalty: 5865.535156
	Iteration 20F: 3 clusters Score -1.884397e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -18844122.000000 Penalty: 5865.535156
	Iteration 21Q: 3 clusters Score -1.884412e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -18844424.000000 Penalty: 5865.535156
	Iteration 22Q: 3 clusters Score -1.884442e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -18844706.000000 Penalty: 5865.535156
	Iteration 23Q: 3 clusters Score -1.884471e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -18845090.000000 Penalty: 5865.535156
	Iteration 24Q: 3 clusters Score -1.884509e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -18845446.000000 Penalty: 5865.535156
	Iteration 25Q: 3 clusters Score -1.884545e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -18845764.000000 Penalty: 5865.535156
	Iteration 26Q: 3 clusters Score -1.884576e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -18846104.000000 Penalty: 5865.535156
	Iteration 27Q: 3 clusters Score -1.88461e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 74771 members 
Entering Unmasked Estep 
Score: -18846334.000000 Penalty: 5865.535156
	Iteration 28Q: 3 clusters Score -1.884633e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -18846632.000000 Penalty: 5865.535156
	Iteration 29Q: 3 clusters Score -1.884663e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -18847026.000000 Penalty: 5865.535156
	Iteration 30Q: 3 clusters Score -1.884703e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 78054 members 
Entering Unmasked Estep 
Score: -18847366.000000 Penalty: 5865.535156
	Iteration 31Q: 3 clusters Score -1.884737e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -18847650.000000 Penalty: 5865.535156
	Iteration 32Q: 3 clusters Score -1.884765e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -18847922.000000 Penalty: 5865.535156
	Iteration 33Q: 3 clusters Score -1.884792e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -18848298.000000 Penalty: 5865.535156
	Iteration 34Q: 3 clusters Score -1.88483e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -18848598.000000 Penalty: 5865.535156
	Iteration 35Q: 3 clusters Score -1.88486e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 83754 members 
Entering Unmasked Estep 
Score: -18848878.000000 Penalty: 5865.535156
	Iteration 36Q: 3 clusters Score -1.884888e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 84919 members 
Entering Unmasked Estep 
Score: -18849138.000000 Penalty: 5865.535156
	Iteration 37Q: 3 clusters Score -1.884914e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -18849382.000000 Penalty: 5865.535156
	Iteration 38Q: 3 clusters Score -1.884938e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -18849496.000000 Penalty: 5865.535156
	Iteration 39Q: 3 clusters Score -1.88495e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -18849778.000000 Penalty: 5865.535156
	Iteration 40F: 3 clusters Score -1.884978e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -18850014.000000 Penalty: 5865.535156
	Iteration 41Q: 3 clusters Score -1.885001e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -18850294.000000 Penalty: 5865.535156
	Iteration 42Q: 3 clusters Score -1.885029e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -18850594.000000 Penalty: 5865.535156
	Iteration 43Q: 3 clusters Score -1.885059e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -18850862.000000 Penalty: 5865.535156
	Iteration 44Q: 3 clusters Score -1.885086e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -18851212.000000 Penalty: 5865.535156
	Iteration 45Q: 3 clusters Score -1.885121e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 96723 members 
Entering Unmasked Estep 
Score: -18851348.000000 Penalty: 5865.535156
	Iteration 46Q: 3 clusters Score -1.885135e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 98155 members 
Entering Unmasked Estep 
Score: -18851674.000000 Penalty: 5865.535156
	Iteration 47Q: 3 clusters Score -1.885167e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -18851974.000000 Penalty: 5865.535156
	Iteration 48Q: 3 clusters Score -1.885197e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -18852340.000000 Penalty: 5865.535156
	Iteration 49Q: 3 clusters Score -1.885234e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 102305 members 
Entering Unmasked Estep 
Score: -18852588.000000 Penalty: 5865.535156
	Iteration 50Q: 3 clusters Score -1.885259e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 103730 members 
Entering Unmasked Estep 
Score: -18852910.000000 Penalty: 5865.535156
	Iteration 51Q: 3 clusters Score -1.885291e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -18853340.000000 Penalty: 5865.535156
	Iteration 52Q: 3 clusters Score -1.885334e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -18853674.000000 Penalty: 5865.535156
	Iteration 53Q: 3 clusters Score -1.885367e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 107913 members 
Entering Unmasked Estep 
Score: -18854000.000000 Penalty: 5865.535156
	Iteration 54Q: 3 clusters Score -1.8854e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 109348 members 
Entering Unmasked Estep 
Score: -18854494.000000 Penalty: 5865.535156
	Iteration 55Q: 3 clusters Score -1.885449e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 110781 members 
Entering Unmasked Estep 
Score: -18854864.000000 Penalty: 5865.535156
	Iteration 56Q: 3 clusters Score -1.885486e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 112204 members 
Entering Unmasked Estep 
Score: -18855282.000000 Penalty: 5865.535156
	Iteration 57Q: 3 clusters Score -1.885528e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 113567 members 
Entering Unmasked Estep 
Score: -18855676.000000 Penalty: 5865.535156
	Iteration 58Q: 3 clusters Score -1.885568e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 114899 members 
Entering Unmasked Estep 
Score: -18855974.000000 Penalty: 5865.535156
	Iteration 59Q: 3 clusters Score -1.885597e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 116221 members 
Entering Unmasked Estep 
Score: -18856354.000000 Penalty: 5865.535156
	Iteration 60F: 3 clusters Score -1.885635e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 117387 members 
Entering Unmasked Estep 
Score: -18856728.000000 Penalty: 5865.535156
	Iteration 61Q: 3 clusters Score -1.885673e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 118567 members 
Entering Unmasked Estep 
Score: -18857012.000000 Penalty: 5865.535156
	Iteration 62Q: 3 clusters Score -1.885701e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 119750 members 
Entering Unmasked Estep 
Score: -18857370.000000 Penalty: 5865.535156
	Iteration 63Q: 3 clusters Score -1.885737e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 120848 members 
Entering Unmasked Estep 
Score: -18857694.000000 Penalty: 5865.535156
	Iteration 64Q: 3 clusters Score -1.885769e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 121908 members 
Entering Unmasked Estep 
Score: -18858018.000000 Penalty: 5865.535156
	Iteration 65Q: 3 clusters Score -1.885802e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 122976 members 
Entering Unmasked Estep 
Score: -18858280.000000 Penalty: 5865.535156
	Iteration 66Q: 3 clusters Score -1.885828e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 124019 members 
Entering Unmasked Estep 
Score: -18858510.000000 Penalty: 5865.535156
	Iteration 67Q: 3 clusters Score -1.885851e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 124976 members 
Entering Unmasked Estep 
Score: -18858852.000000 Penalty: 5865.535156
	Iteration 68Q: 3 clusters Score -1.885885e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 125879 members 
Entering Unmasked Estep 
Score: -18859134.000000 Penalty: 5865.535156
	Iteration 69Q: 3 clusters Score -1.885913e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 126736 members 
Entering Unmasked Estep 
Score: -18859438.000000 Penalty: 5865.535156
	Iteration 70Q: 3 clusters Score -1.885944e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 127518 members 
Entering Unmasked Estep 
Score: -18859720.000000 Penalty: 5865.535156
	Iteration 71Q: 3 clusters Score -1.885972e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 128269 members 
Entering Unmasked Estep 
Score: -18860004.000000 Penalty: 5865.535156
	Iteration 72Q: 3 clusters Score -1.886e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 128961 members 
Entering Unmasked Estep 
Score: -18860206.000000 Penalty: 5865.535156
	Iteration 73Q: 3 clusters Score -1.886021e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 129594 members 
Entering Unmasked Estep 
Score: -18860450.000000 Penalty: 5865.535156
	Iteration 74Q: 3 clusters Score -1.886045e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 130160 members 
Entering Unmasked Estep 
Score: -18860690.000000 Penalty: 5865.535156
	Iteration 75Q: 3 clusters Score -1.886069e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 130666 members 
Entering Unmasked Estep 
Score: -18860824.000000 Penalty: 5865.535156
	Iteration 76Q: 3 clusters Score -1.886082e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 131118 members 
Entering Unmasked Estep 
Score: -18860954.000000 Penalty: 5865.535156
	Iteration 77Q: 3 clusters Score -1.886095e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 131518 members 
Entering Unmasked Estep 
Score: -18861070.000000 Penalty: 5865.535156
	Iteration 78Q: 3 clusters Score -1.886107e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 131847 members 
Entering Unmasked Estep 
Score: -18861202.000000 Penalty: 5865.535156
	Iteration 79Q: 3 clusters Score -1.88612e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 132169 members 
Entering Unmasked Estep 
Score: -18861314.000000 Penalty: 5865.535156
	Iteration 80F: 3 clusters Score -1.886131e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 132463 members 
Entering Unmasked Estep 
Score: -18861434.000000 Penalty: 5865.535156
	Iteration 81Q: 3 clusters Score -1.886143e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 132712 members 
Entering Unmasked Estep 
Score: -18861520.000000 Penalty: 5865.535156
	Iteration 82Q: 3 clusters Score -1.886152e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 132945 members 
Entering Unmasked Estep 
Score: -18861572.000000 Penalty: 5865.535156
	Iteration 83Q: 3 clusters Score -1.886157e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 133152 members 
Entering Unmasked Estep 
Score: -18861616.000000 Penalty: 5865.535156
	Iteration 84Q: 3 clusters Score -1.886162e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 133328 members 
Entering Unmasked Estep 
Score: -18861664.000000 Penalty: 5865.535156
	Iteration 85Q: 3 clusters Score -1.886166e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 133487 members 
Entering Unmasked Estep 
Score: -18861752.000000 Penalty: 5865.535156
	Iteration 86Q: 3 clusters Score -1.886175e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 133639 members 
Entering Unmasked Estep 
Score: -18861746.000000 Penalty: 5865.535156
	Iteration 87Q: 3 clusters Score -1.886175e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 133768 members 
Entering Unmasked Estep 
Score: -18861730.000000 Penalty: 5865.535156
	Iteration 88Q: 3 clusters Score -1.886173e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 133895 members 
Entering Unmasked Estep 
Score: -18861794.000000 Penalty: 5865.535156
	Iteration 89Q: 3 clusters Score -1.886179e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 134006 members 
Entering Unmasked Estep 
Score: -18861820.000000 Penalty: 5865.535156
	Iteration 90Q: 3 clusters Score -1.886182e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 134110 members 
Entering Unmasked Estep 
Score: -18861874.000000 Penalty: 5865.535156
	Iteration 91Q: 3 clusters Score -1.886187e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 134188 members 
Entering Unmasked Estep 
Score: -18861918.000000 Penalty: 5865.535156
	Iteration 92Q: 3 clusters Score -1.886192e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 134239 members 
Entering Unmasked Estep 
Score: -18861902.000000 Penalty: 5865.535156
	Iteration 93Q: 3 clusters Score -1.88619e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 134283 members 
Entering Unmasked Estep 
Score: -18861916.000000 Penalty: 5865.535156
	Iteration 94Q: 3 clusters Score -1.886192e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 134326 members 
Entering Unmasked Estep 
Score: -18861924.000000 Penalty: 5865.535156
	Iteration 95Q: 3 clusters Score -1.886192e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 134369 members 
Entering Unmasked Estep 
Score: -18861932.000000 Penalty: 5865.535156
	Iteration 96Q: 3 clusters Score -1.886193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 134402 members 
Entering Unmasked Estep 
Score: -18861938.000000 Penalty: 5865.535156
	Iteration 97Q: 3 clusters Score -1.886194e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 134439 members 
Entering Unmasked Estep 
Score: -18861950.000000 Penalty: 5865.535156
	Iteration 98Q: 3 clusters Score -1.886195e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 134480 members 
Entering Unmasked Estep 
Score: -18861968.000000 Penalty: 5865.535156
	Iteration 99Q: 3 clusters Score -1.886197e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 134511 members 
Entering Unmasked Estep 
Score: -18861952.000000 Penalty: 5865.535156
	Iteration 100F: 3 clusters Score -1.886195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 134538 members 
Entering Unmasked Estep 
Score: -18861976.000000 Penalty: 5865.535156
	Iteration 101Q: 3 clusters Score -1.886198e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 134571 members 
Entering Unmasked Estep 
Score: -18861962.000000 Penalty: 5865.535156
	Iteration 102Q: 3 clusters Score -1.886196e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 134602 members 
Entering Unmasked Estep 
Score: -18861972.000000 Penalty: 5865.535156
	Iteration 103Q: 3 clusters Score -1.886197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 134623 members 
Entering Unmasked Estep 
Score: -18861970.000000 Penalty: 5865.535156
	Iteration 104Q: 3 clusters Score -1.886197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 134641 members 
Entering Unmasked Estep 
Score: -18861970.000000 Penalty: 5865.535156
	Iteration 105Q: 3 clusters Score -1.886197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 134655 members 
Entering Unmasked Estep 
Score: -18861970.000000 Penalty: 5865.535156
	Iteration 106Q: 3 clusters Score -1.886197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 134669 members 
Entering Unmasked Estep 
Score: -18861960.000000 Penalty: 5865.535156
	Iteration 107Q: 3 clusters Score -1.886196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 134693 members 
Entering Unmasked Estep 
Score: -18861978.000000 Penalty: 5865.535156
	Iteration 108Q: 3 clusters Score -1.886198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 134715 members 
Entering Unmasked Estep 
Score: -18861992.000000 Penalty: 5865.535156
	Iteration 109Q: 3 clusters Score -1.886199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 134735 members 
Entering Unmasked Estep 
Score: -18861978.000000 Penalty: 5865.535156
	Iteration 110Q: 3 clusters Score -1.886198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 134750 members 
Entering Unmasked Estep 
Score: -18861994.000000 Penalty: 5865.535156
	Iteration 111Q: 3 clusters Score -1.886199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 134760 members 
Entering Unmasked Estep 
Score: -18861988.000000 Penalty: 5865.535156
	Iteration 112Q: 3 clusters Score -1.886199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 134768 members 
Entering Unmasked Estep 
Score: -18861988.000000 Penalty: 5865.535156
	Iteration 113Q: 3 clusters Score -1.886199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 134778 members 
Entering Unmasked Estep 
Score: -18862000.000000 Penalty: 5865.535156
	Iteration 114Q: 3 clusters Score -1.8862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 134788 members 
Entering Unmasked Estep 
Score: -18862014.000000 Penalty: 5865.535156
	Iteration 115Q: 3 clusters Score -1.886201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 134795 members 
Entering Unmasked Estep 
Score: -18862004.000000 Penalty: 5865.535156
	Iteration 116Q: 3 clusters Score -1.8862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 134802 members 
Entering Unmasked Estep 
Score: -18862002.000000 Penalty: 5865.535156
	Iteration 117Q: 3 clusters Score -1.8862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -18862030.000000 Penalty: 5865.535156
	Iteration 118Q: 3 clusters Score -1.886203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 134816 members 
Entering Unmasked Estep 
Score: -18862026.000000 Penalty: 5865.535156
	Iteration 119Q: 3 clusters Score -1.886203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 134828 members 
Entering Unmasked Estep 
Score: -18862022.000000 Penalty: 5865.535156
	Iteration 120F: 3 clusters Score -1.886202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 134837 members 
Entering Unmasked Estep 
Score: -18862028.000000 Penalty: 5865.535156
	Iteration 121Q: 3 clusters Score -1.886203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 134849 members 
Entering Unmasked Estep 
Score: -18862040.000000 Penalty: 5865.535156
	Iteration 122Q: 3 clusters Score -1.886204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 134858 members 
Entering Unmasked Estep 
Score: -18862034.000000 Penalty: 5865.535156
	Iteration 123Q: 3 clusters Score -1.886203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 134864 members 
Entering Unmasked Estep 
Score: -18862026.000000 Penalty: 5865.535156
	Iteration 124Q: 3 clusters Score -1.886203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 134871 members 
Entering Unmasked Estep 
Score: -18862046.000000 Penalty: 5865.535156
	Iteration 125Q: 3 clusters Score -1.886205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 134880 members 
Entering Unmasked Estep 
Score: -18862056.000000 Penalty: 5865.535156
	Iteration 126Q: 3 clusters Score -1.886206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 134886 members 
Entering Unmasked Estep 
Score: -18862060.000000 Penalty: 5865.535156
	Iteration 127Q: 3 clusters Score -1.886206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 134895 members 
Entering Unmasked Estep 
Score: -18862046.000000 Penalty: 5865.535156
	Iteration 128Q: 3 clusters Score -1.886205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 134903 members 
Entering Unmasked Estep 
Score: -18862046.000000 Penalty: 5865.535156
	Iteration 129Q: 3 clusters Score -1.886205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 134914 members 
Entering Unmasked Estep 
Score: -18862044.000000 Penalty: 5865.535156
	Iteration 130Q: 3 clusters Score -1.886204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 134922 members 
Entering Unmasked Estep 
Score: -18862056.000000 Penalty: 5865.535156
	Iteration 131Q: 3 clusters Score -1.886206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 134928 members 
Entering Unmasked Estep 
Score: -18862048.000000 Penalty: 5865.535156
	Iteration 132Q: 3 clusters Score -1.886205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 134930 members 
Entering Unmasked Estep 
Score: -18862044.000000 Penalty: 5865.535156
	Iteration 133Q: 3 clusters Score -1.886204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 134932 members 
Entering Unmasked Estep 
Score: -18862046.000000 Penalty: 5865.535156
	Iteration 134Q: 3 clusters Score -1.886205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 134933 members 
Entering Unmasked Estep 
Score: -18862046.000000 Penalty: 5865.535156
	Iteration 135Q: 3 clusters Score -1.886205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 134933 members 
Entering Unmasked Estep 
Score: -18862046.000000 Penalty: 5865.535156
	Iteration 136F: 3 clusters Score -1.886205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -80969.242188 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -80969.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79263.820312 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -79263.82 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79558.914062 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -79558.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79801.414062 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -79801.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80033.500000 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -80033.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80208.445312 Penalty: 3237.141602
	Iteration 4F: 3 clusters Score -80208.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80294.195312 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -80294.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80362.992188 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -80362.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80446.960938 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -80446.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80480.078125 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -80480.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -80527.179688 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -80527.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80566.234375 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -80566.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80608.523438 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -80608.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80675.734375 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -80675.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80693.171875 Penalty: 3237.141602
	Iteration 13Q: 3 clusters Score -80693.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80716.085938 Penalty: 3237.141602
	Iteration 14Q: 3 clusters Score -80716.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80745.882812 Penalty: 3237.141602
	Iteration 15Q: 3 clusters Score -80745.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80816.390625 Penalty: 3237.141602
	Iteration 16Q: 3 clusters Score -80816.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80925.007812 Penalty: 3237.141602
	Iteration 17Q: 3 clusters Score -80925.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80938.023438 Penalty: 3237.141602
	Iteration 18Q: 3 clusters Score -80938.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80938.023438 Penalty: 3237.141602
	Iteration 19F: 3 clusters Score -80938.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -57314.660156 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -57314.66 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 238 members 
Entering Unmasked Estep 
Score: -55815.804688 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -55815.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56041.886719 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -56041.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56102.257812 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -56102.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56119.843750 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -56119.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56132.007812 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -56132.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56137.234375 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -56137.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56138.726562 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -56138.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56138.726562 Penalty: 3061.163330
	Iteration 7F: 3 clusters Score -56138.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -31824.111328 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -31824.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30586.927734 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -30586.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30652.496094 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -30652.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30667.187500 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -30667.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30670.531250 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -30670.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30673.267578 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -30673.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30678.750000 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -30678.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30678.750000 Penalty: 2738.644775
	Iteration 6F: 3 clusters Score -30678.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147071 members 
Mstep: Class 2 contains 82241 members 
Mstep: Class 3 contains 43412 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 151755 members 
Mstep: Class 10 contains 181066 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53142 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167136 members 
Mstep: Class 17 contains 28879 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136718 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452384.000000 Penalty: 75454.375000
Iteration 279Q: 23 clusters Score -1.374524e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147064 members 
Mstep: Class 2 contains 82237 members 
Mstep: Class 3 contains 43419 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 151746 members 
Mstep: Class 10 contains 181087 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53140 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167124 members 
Mstep: Class 17 contains 28879 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136722 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452208.000000 Penalty: 75454.375000
Iteration 280F: 23 clusters Score -1.374522e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147058 members 
Mstep: Class 2 contains 82236 members 
Mstep: Class 3 contains 43427 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 151753 members 
Mstep: Class 10 contains 181094 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53136 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167110 members 
Mstep: Class 17 contains 28877 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136727 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452368.000000 Penalty: 75454.375000
Iteration 281Q: 23 clusters Score -1.374524e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147052 members 
Mstep: Class 2 contains 82235 members 
Mstep: Class 3 contains 43435 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 151762 members 
Mstep: Class 10 contains 181097 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53134 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167094 members 
Mstep: Class 17 contains 28878 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136732 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452176.000000 Penalty: 75454.375000
Iteration 282Q: 23 clusters Score -1.374522e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147055 members 
Mstep: Class 2 contains 82239 members 
Mstep: Class 3 contains 43440 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 151767 members 
Mstep: Class 10 contains 181100 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53134 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167074 members 
Mstep: Class 17 contains 28878 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136732 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452208.000000 Penalty: 75454.375000
Iteration 283Q: 23 clusters Score -1.374522e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147057 members 
Mstep: Class 2 contains 82240 members 
Mstep: Class 3 contains 43436 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 151778 members 
Mstep: Class 10 contains 181108 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53133 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167053 members 
Mstep: Class 17 contains 28878 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136739 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452288.000000 Penalty: 75454.375000
Iteration 284Q: 23 clusters Score -1.374523e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147065 members 
Mstep: Class 2 contains 82235 members 
Mstep: Class 3 contains 43432 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 151775 members 
Mstep: Class 10 contains 181118 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53131 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167042 members 
Mstep: Class 17 contains 28875 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136749 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452320.000000 Penalty: 75454.375000
Iteration 285Q: 23 clusters Score -1.374523e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147066 members 
Mstep: Class 2 contains 82220 members 
Mstep: Class 3 contains 43434 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 151786 members 
Mstep: Class 10 contains 181139 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53128 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167026 members 
Mstep: Class 17 contains 28875 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136748 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452272.000000 Penalty: 75454.375000
Iteration 286Q: 23 clusters Score -1.374523e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147063 members 
Mstep: Class 2 contains 82213 members 
Mstep: Class 3 contains 43439 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 151785 members 
Mstep: Class 10 contains 181132 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53128 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167033 members 
Mstep: Class 17 contains 28876 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136752 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452128.000000 Penalty: 75454.375000
Iteration 287Q: 23 clusters Score -1.374521e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147058 members 
Mstep: Class 2 contains 82199 members 
Mstep: Class 3 contains 43447 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 151778 members 
Mstep: Class 10 contains 181110 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53129 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167054 members 
Mstep: Class 17 contains 28876 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136769 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452336.000000 Penalty: 75454.375000
Iteration 288Q: 23 clusters Score -1.374523e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147051 members 
Mstep: Class 2 contains 82187 members 
Mstep: Class 3 contains 43450 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 151753 members 
Mstep: Class 10 contains 181102 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53127 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167096 members 
Mstep: Class 17 contains 28876 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136780 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452304.000000 Penalty: 75454.375000
Iteration 289Q: 23 clusters Score -1.374523e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147044 members 
Mstep: Class 2 contains 82178 members 
Mstep: Class 3 contains 43444 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 151750 members 
Mstep: Class 10 contains 181089 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53125 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167118 members 
Mstep: Class 17 contains 28876 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136798 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452192.000000 Penalty: 75454.375000
Iteration 290Q: 23 clusters Score -1.374522e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147029 members 
Mstep: Class 2 contains 82163 members 
Mstep: Class 3 contains 43447 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 151745 members 
Mstep: Class 10 contains 181075 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53123 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167143 members 
Mstep: Class 17 contains 28873 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136823 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452400.000000 Penalty: 75454.375000
Iteration 291Q: 23 clusters Score -1.374524e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147013 members 
Mstep: Class 2 contains 82146 members 
Mstep: Class 3 contains 43444 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 151742 members 
Mstep: Class 10 contains 181069 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53126 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167164 members 
Mstep: Class 17 contains 28874 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136842 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452304.000000 Penalty: 75454.375000
Iteration 292Q: 23 clusters Score -1.374523e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146981 members 
Mstep: Class 2 contains 82134 members 
Mstep: Class 3 contains 43445 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151742 members 
Mstep: Class 10 contains 181050 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53132 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167193 members 
Mstep: Class 17 contains 28871 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136871 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452256.000000 Penalty: 75454.375000
Iteration 293Q: 23 clusters Score -1.374523e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146974 members 
Mstep: Class 2 contains 82124 members 
Mstep: Class 3 contains 43441 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151749 members 
Mstep: Class 10 contains 181040 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53137 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167200 members 
Mstep: Class 17 contains 28869 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136887 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452208.000000 Penalty: 75454.375000
Iteration 294Q: 23 clusters Score -1.374522e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146965 members 
Mstep: Class 2 contains 82122 members 
Mstep: Class 3 contains 43438 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151748 members 
Mstep: Class 10 contains 181015 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53139 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167213 members 
Mstep: Class 17 contains 28867 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136914 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452208.000000 Penalty: 75454.375000
Iteration 295Q: 23 clusters Score -1.374522e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146968 members 
Mstep: Class 2 contains 82111 members 
Mstep: Class 3 contains 43441 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151744 members 
Mstep: Class 10 contains 181001 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53133 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167234 members 
Mstep: Class 17 contains 28864 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136925 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452224.000000 Penalty: 75454.375000
Iteration 296Q: 23 clusters Score -1.374522e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146969 members 
Mstep: Class 2 contains 82108 members 
Mstep: Class 3 contains 43446 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7497 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151737 members 
Mstep: Class 10 contains 180995 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53129 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167257 members 
Mstep: Class 17 contains 28861 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136921 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452144.000000 Penalty: 75454.375000
Iteration 297Q: 23 clusters Score -1.374521e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146964 members 
Mstep: Class 2 contains 82106 members 
Mstep: Class 3 contains 43448 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7497 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151724 members 
Mstep: Class 10 contains 180970 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53132 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167297 members 
Mstep: Class 17 contains 28859 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136922 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452192.000000 Penalty: 75454.375000
Iteration 298Q: 23 clusters Score -1.374522e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146954 members 
Mstep: Class 2 contains 82104 members 
Mstep: Class 3 contains 43449 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7498 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151702 members 
Mstep: Class 10 contains 180964 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53130 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167331 members 
Mstep: Class 17 contains 28858 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136929 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452160.000000 Penalty: 75454.375000
Iteration 299Q: 23 clusters Score -1.374522e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 82101 members 
Mstep: Class 3 contains 43454 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7498 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151686 members 
Mstep: Class 10 contains 180966 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53130 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 167352 members 
Mstep: Class 17 contains 28855 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136939 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452256.000000 Penalty: 75454.375000
Iteration 300F: 23 clusters Score -1.374523e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146920 members 
Mstep: Class 2 contains 82089 members 
Mstep: Class 3 contains 43454 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151675 members 
Mstep: Class 10 contains 180970 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53128 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 4309 members 
Mstep: Class 16 contains 167358 members 
Mstep: Class 17 contains 28852 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136972 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452176.000000 Penalty: 75454.375000
Iteration 301Q: 23 clusters Score -1.374522e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146914 members 
Mstep: Class 2 contains 82080 members 
Mstep: Class 3 contains 43456 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7498 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151669 members 
Mstep: Class 10 contains 180956 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53138 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4309 members 
Mstep: Class 16 contains 167382 members 
Mstep: Class 17 contains 28852 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136973 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452048.000000 Penalty: 75454.375000
Iteration 302Q: 23 clusters Score -1.37452e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146915 members 
Mstep: Class 2 contains 82069 members 
Mstep: Class 3 contains 43460 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151652 members 
Mstep: Class 10 contains 180973 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53146 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4309 members 
Mstep: Class 16 contains 167370 members 
Mstep: Class 17 contains 28853 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136981 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452176.000000 Penalty: 75454.375000
Iteration 303Q: 23 clusters Score -1.374522e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146923 members 
Mstep: Class 2 contains 82064 members 
Mstep: Class 3 contains 43457 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7500 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151634 members 
Mstep: Class 10 contains 180999 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53147 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4309 members 
Mstep: Class 16 contains 167370 members 
Mstep: Class 17 contains 28852 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136972 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452176.000000 Penalty: 75454.375000
Iteration 304Q: 23 clusters Score -1.374522e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146934 members 
Mstep: Class 2 contains 82057 members 
Mstep: Class 3 contains 43455 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151628 members 
Mstep: Class 10 contains 181005 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53147 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167356 members 
Mstep: Class 17 contains 28850 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136984 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452208.000000 Penalty: 75454.375000
Iteration 305Q: 23 clusters Score -1.374522e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146928 members 
Mstep: Class 2 contains 82051 members 
Mstep: Class 3 contains 43455 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151620 members 
Mstep: Class 10 contains 181013 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53143 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167358 members 
Mstep: Class 17 contains 28845 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137003 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452304.000000 Penalty: 75454.375000
Iteration 306Q: 23 clusters Score -1.374523e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146924 members 
Mstep: Class 2 contains 82042 members 
Mstep: Class 3 contains 43452 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 151608 members 
Mstep: Class 10 contains 181012 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53140 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167376 members 
Mstep: Class 17 contains 28839 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137021 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452160.000000 Penalty: 75454.375000
Iteration 307Q: 23 clusters Score -1.374522e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146919 members 
Mstep: Class 2 contains 82038 members 
Mstep: Class 3 contains 43453 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7500 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 151601 members 
Mstep: Class 10 contains 181017 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53141 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167384 members 
Mstep: Class 17 contains 28836 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137027 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452112.000000 Penalty: 75454.375000
Iteration 308Q: 23 clusters Score -1.374521e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146921 members 
Mstep: Class 2 contains 82038 members 
Mstep: Class 3 contains 43455 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7496 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151605 members 
Mstep: Class 10 contains 181022 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53146 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167368 members 
Mstep: Class 17 contains 28834 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137033 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452128.000000 Penalty: 75454.375000
Iteration 309Q: 23 clusters Score -1.374521e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146919 members 
Mstep: Class 2 contains 82040 members 
Mstep: Class 3 contains 43455 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7496 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 151600 members 
Mstep: Class 10 contains 181038 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53149 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167346 members 
Mstep: Class 17 contains 28832 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137041 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452208.000000 Penalty: 75454.375000
Iteration 310Q: 23 clusters Score -1.374522e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146923 members 
Mstep: Class 2 contains 82040 members 
Mstep: Class 3 contains 43457 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7496 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151597 members 
Mstep: Class 10 contains 181045 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53146 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167333 members 
Mstep: Class 17 contains 28832 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137048 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452128.000000 Penalty: 75454.375000
Iteration 311Q: 23 clusters Score -1.374521e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146926 members 
Mstep: Class 2 contains 82037 members 
Mstep: Class 3 contains 43466 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151588 members 
Mstep: Class 10 contains 181058 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53141 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167322 members 
Mstep: Class 17 contains 28831 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137054 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452096.000000 Penalty: 75454.375000
Iteration 312Q: 23 clusters Score -1.374521e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146927 members 
Mstep: Class 2 contains 82035 members 
Mstep: Class 3 contains 43471 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151585 members 
Mstep: Class 10 contains 181087 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53135 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167304 members 
Mstep: Class 17 contains 28829 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137051 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452160.000000 Penalty: 75454.375000
Iteration 313Q: 23 clusters Score -1.374522e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146936 members 
Mstep: Class 2 contains 82035 members 
Mstep: Class 3 contains 43467 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151589 members 
Mstep: Class 10 contains 181113 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53131 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167279 members 
Mstep: Class 17 contains 28826 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137049 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452016.000000 Penalty: 75454.375000
Iteration 314Q: 23 clusters Score -1.37452e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146951 members 
Mstep: Class 2 contains 82031 members 
Mstep: Class 3 contains 43469 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151586 members 
Mstep: Class 10 contains 181122 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53126 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167264 members 
Mstep: Class 17 contains 28826 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137050 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452064.000000 Penalty: 75454.375000
Iteration 315Q: 23 clusters Score -1.374521e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146963 members 
Mstep: Class 2 contains 82036 members 
Mstep: Class 3 contains 43472 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151587 members 
Mstep: Class 10 contains 181124 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53121 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167235 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137062 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452112.000000 Penalty: 75454.375000
Iteration 316Q: 23 clusters Score -1.374521e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146969 members 
Mstep: Class 2 contains 82035 members 
Mstep: Class 3 contains 43474 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151575 members 
Mstep: Class 10 contains 181126 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53118 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167229 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137074 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452048.000000 Penalty: 75454.375000
Iteration 317Q: 23 clusters Score -1.37452e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146972 members 
Mstep: Class 2 contains 82034 members 
Mstep: Class 3 contains 43479 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151566 members 
Mstep: Class 10 contains 181117 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53117 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167233 members 
Mstep: Class 17 contains 28826 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137080 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452192.000000 Penalty: 75454.375000
Iteration 318Q: 23 clusters Score -1.374522e+08 nChanged 140
Entering ConstructFrom: 
Score: -137452192.000000 Penalty: 75454.375000
Entering ConstructFrom: 
Trying to split cluster 1 (146971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146971 members 
Entering Unmasked Estep 
Score: -20322670.000000 Penalty: 2950.701660
	Iteration 0F: 2 clusters Score -2.032267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 73263 members 
Entering Unmasked Estep 
Score: -20224802.000000 Penalty: 5901.403320
	Iteration 0F: 3 clusters Score -2.02248e+07 nChanged 70385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -20266728.000000 Penalty: 5901.403320
	Iteration 1F: 3 clusters Score -2.026673e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -20268124.000000 Penalty: 5901.403320
	Iteration 2Q: 3 clusters Score -2.026812e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -20270092.000000 Penalty: 5901.403320
	Iteration 3Q: 3 clusters Score -2.027009e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84784 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -20273310.000000 Penalty: 5901.403320
	Iteration 4Q: 3 clusters Score -2.027331e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -20278156.000000 Penalty: 5901.403320
	Iteration 5F: 3 clusters Score -2.027816e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -20285310.000000 Penalty: 5901.403320
	Iteration 6F: 3 clusters Score -2.028531e+07 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106038 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -20294406.000000 Penalty: 5901.403320
	Iteration 7F: 3 clusters Score -2.029441e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112810 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -20302500.000000 Penalty: 5901.403320
	Iteration 8F: 3 clusters Score -2.03025e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117488 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -20307362.000000 Penalty: 5901.403320
	Iteration 9Q: 3 clusters Score -2.030736e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -20310290.000000 Penalty: 5901.403320
	Iteration 10Q: 3 clusters Score -2.031029e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123530 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -20312148.000000 Penalty: 5901.403320
	Iteration 11Q: 3 clusters Score -2.031215e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125847 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -20313464.000000 Penalty: 5901.403320
	Iteration 12Q: 3 clusters Score -2.031346e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127884 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -20314602.000000 Penalty: 5901.403320
	Iteration 13Q: 3 clusters Score -2.03146e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129778 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -20315508.000000 Penalty: 5901.403320
	Iteration 14Q: 3 clusters Score -2.031551e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131526 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -20316344.000000 Penalty: 5901.403320
	Iteration 15Q: 3 clusters Score -2.031634e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133126 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -20317144.000000 Penalty: 5901.403320
	Iteration 16Q: 3 clusters Score -2.031714e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134582 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -20317798.000000 Penalty: 5901.403320
	Iteration 17Q: 3 clusters Score -2.03178e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135935 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -20318310.000000 Penalty: 5901.403320
	Iteration 18Q: 3 clusters Score -2.031831e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137129 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -20318758.000000 Penalty: 5901.403320
	Iteration 19Q: 3 clusters Score -2.031876e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138140 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -20319198.000000 Penalty: 5901.403320
	Iteration 20F: 3 clusters Score -2.03192e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139010 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -20319430.000000 Penalty: 5901.403320
	Iteration 21Q: 3 clusters Score -2.031943e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139809 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -20319742.000000 Penalty: 5901.403320
	Iteration 22Q: 3 clusters Score -2.031974e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140488 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -20319914.000000 Penalty: 5901.403320
	Iteration 23Q: 3 clusters Score -2.031991e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141070 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -20320138.000000 Penalty: 5901.403320
	Iteration 24Q: 3 clusters Score -2.032014e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141518 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -20320260.000000 Penalty: 5901.403320
	Iteration 25Q: 3 clusters Score -2.032026e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141883 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -20320348.000000 Penalty: 5901.403320
	Iteration 26Q: 3 clusters Score -2.032035e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142235 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -20320500.000000 Penalty: 5901.403320
	Iteration 27Q: 3 clusters Score -2.03205e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142543 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -20320564.000000 Penalty: 5901.403320
	Iteration 28Q: 3 clusters Score -2.032056e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142789 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -20320614.000000 Penalty: 5901.403320
	Iteration 29Q: 3 clusters Score -2.032061e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143008 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -20320612.000000 Penalty: 5901.403320
	Iteration 30Q: 3 clusters Score -2.032061e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143192 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -20320606.000000 Penalty: 5901.403320
	Iteration 31Q: 3 clusters Score -2.032061e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143334 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -20320654.000000 Penalty: 5901.403320
	Iteration 32Q: 3 clusters Score -2.032065e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143462 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -20320710.000000 Penalty: 5901.403320
	Iteration 33Q: 3 clusters Score -2.032071e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143582 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -20320726.000000 Penalty: 5901.403320
	Iteration 34Q: 3 clusters Score -2.032073e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143688 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -20320736.000000 Penalty: 5901.403320
	Iteration 35Q: 3 clusters Score -2.032074e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143793 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -20320780.000000 Penalty: 5901.403320
	Iteration 36Q: 3 clusters Score -2.032078e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143895 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -20320818.000000 Penalty: 5901.403320
	Iteration 37Q: 3 clusters Score -2.032082e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143997 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -20320878.000000 Penalty: 5901.403320
	Iteration 38Q: 3 clusters Score -2.032088e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144064 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -20320874.000000 Penalty: 5901.403320
	Iteration 39Q: 3 clusters Score -2.032087e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144125 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -20320916.000000 Penalty: 5901.403320
	Iteration 40F: 3 clusters Score -2.032092e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144182 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -20320926.000000 Penalty: 5901.403320
	Iteration 41Q: 3 clusters Score -2.032093e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144242 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -20320936.000000 Penalty: 5901.403320
	Iteration 42Q: 3 clusters Score -2.032094e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144291 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -20320934.000000 Penalty: 5901.403320
	Iteration 43Q: 3 clusters Score -2.032093e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144332 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -20320928.000000 Penalty: 5901.403320
	Iteration 44Q: 3 clusters Score -2.032093e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144368 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -20320952.000000 Penalty: 5901.403320
	Iteration 45Q: 3 clusters Score -2.032095e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -20320962.000000 Penalty: 5901.403320
	Iteration 46Q: 3 clusters Score -2.032096e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144454 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -20320958.000000 Penalty: 5901.403320
	Iteration 47Q: 3 clusters Score -2.032096e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144488 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -20320972.000000 Penalty: 5901.403320
	Iteration 48Q: 3 clusters Score -2.032097e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144525 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -20321006.000000 Penalty: 5901.403320
	Iteration 49Q: 3 clusters Score -2.032101e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144557 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -20320992.000000 Penalty: 5901.403320
	Iteration 50Q: 3 clusters Score -2.032099e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144592 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -20320990.000000 Penalty: 5901.403320
	Iteration 51Q: 3 clusters Score -2.032099e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144622 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -20320994.000000 Penalty: 5901.403320
	Iteration 52Q: 3 clusters Score -2.032099e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144668 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -20320980.000000 Penalty: 5901.403320
	Iteration 53Q: 3 clusters Score -2.032098e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144690 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -20320990.000000 Penalty: 5901.403320
	Iteration 54Q: 3 clusters Score -2.032099e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144715 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -20321016.000000 Penalty: 5901.403320
	Iteration 55Q: 3 clusters Score -2.032102e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144742 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -20321006.000000 Penalty: 5901.403320
	Iteration 56Q: 3 clusters Score -2.032101e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144764 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -20320994.000000 Penalty: 5901.403320
	Iteration 57Q: 3 clusters Score -2.032099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144785 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -20321026.000000 Penalty: 5901.403320
	Iteration 58Q: 3 clusters Score -2.032103e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144808 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -20321006.000000 Penalty: 5901.403320
	Iteration 59Q: 3 clusters Score -2.032101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144825 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -20321034.000000 Penalty: 5901.403320
	Iteration 60F: 3 clusters Score -2.032103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144841 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -20321046.000000 Penalty: 5901.403320
	Iteration 61Q: 3 clusters Score -2.032105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144855 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -20321048.000000 Penalty: 5901.403320
	Iteration 62Q: 3 clusters Score -2.032105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -20321042.000000 Penalty: 5901.403320
	Iteration 63Q: 3 clusters Score -2.032104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144880 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -20321026.000000 Penalty: 5901.403320
	Iteration 64Q: 3 clusters Score -2.032103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144889 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -20321038.000000 Penalty: 5901.403320
	Iteration 65Q: 3 clusters Score -2.032104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144897 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -20321048.000000 Penalty: 5901.403320
	Iteration 66Q: 3 clusters Score -2.032105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144903 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -20321046.000000 Penalty: 5901.403320
	Iteration 67Q: 3 clusters Score -2.032105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144913 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -20321046.000000 Penalty: 5901.403320
	Iteration 68Q: 3 clusters Score -2.032105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144920 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -20321062.000000 Penalty: 5901.403320
	Iteration 69Q: 3 clusters Score -2.032106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144926 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -20321064.000000 Penalty: 5901.403320
	Iteration 70Q: 3 clusters Score -2.032106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144929 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -20321060.000000 Penalty: 5901.403320
	Iteration 71Q: 3 clusters Score -2.032106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144933 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -20321062.000000 Penalty: 5901.403320
	Iteration 72Q: 3 clusters Score -2.032106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144937 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -20321052.000000 Penalty: 5901.403320
	Iteration 73Q: 3 clusters Score -2.032105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144941 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -20321050.000000 Penalty: 5901.403320
	Iteration 74Q: 3 clusters Score -2.032105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144947 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -20321058.000000 Penalty: 5901.403320
	Iteration 75Q: 3 clusters Score -2.032106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144954 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -20321066.000000 Penalty: 5901.403320
	Iteration 76Q: 3 clusters Score -2.032107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144957 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -20321074.000000 Penalty: 5901.403320
	Iteration 77Q: 3 clusters Score -2.032107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144961 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -20321094.000000 Penalty: 5901.403320
	Iteration 78Q: 3 clusters Score -2.032109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144965 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -20321076.000000 Penalty: 5901.403320
	Iteration 79Q: 3 clusters Score -2.032108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144965 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -20321074.000000 Penalty: 5901.403320
	Iteration 80F: 3 clusters Score -2.032107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144966 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -20321076.000000 Penalty: 5901.403320
	Iteration 81Q: 3 clusters Score -2.032108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144968 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -20321070.000000 Penalty: 5901.403320
	Iteration 82Q: 3 clusters Score -2.032107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144970 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -20321084.000000 Penalty: 5901.403320
	Iteration 83Q: 3 clusters Score -2.032108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144969 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -20321086.000000 Penalty: 5901.403320
	Iteration 84Q: 3 clusters Score -2.032109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144969 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -20321080.000000 Penalty: 5901.403320
	Iteration 85Q: 3 clusters Score -2.032108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144970 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -20321082.000000 Penalty: 5901.403320
	Iteration 86Q: 3 clusters Score -2.032108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144970 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -20321082.000000 Penalty: 5901.403320
	Iteration 87F: 3 clusters Score -2.032108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Entering Unmasked Estep 
Score: -11364351.000000 Penalty: 2806.059326
	Iteration 0F: 2 clusters Score -1.136435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -11309006.000000 Penalty: 5612.118652
	Iteration 0F: 3 clusters Score -1.130901e+07 nChanged 38424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -11331380.000000 Penalty: 5612.118652
	Iteration 1F: 3 clusters Score -1.133138e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -11332147.000000 Penalty: 5612.118652
	Iteration 2Q: 3 clusters Score -1.133215e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -11333152.000000 Penalty: 5612.118652
	Iteration 3Q: 3 clusters Score -1.133315e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -11334564.000000 Penalty: 5612.118652
	Iteration 4Q: 3 clusters Score -1.133456e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -11336715.000000 Penalty: 5612.118652
	Iteration 5Q: 3 clusters Score -1.133672e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -11339893.000000 Penalty: 5612.118652
	Iteration 6F: 3 clusters Score -1.133989e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -11344249.000000 Penalty: 5612.118652
	Iteration 7F: 3 clusters Score -1.134425e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -11348599.000000 Penalty: 5612.118652
	Iteration 8F: 3 clusters Score -1.13486e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -11351416.000000 Penalty: 5612.118652
	Iteration 9F: 3 clusters Score -1.135142e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -11352707.000000 Penalty: 5612.118652
	Iteration 10Q: 3 clusters Score -1.135271e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -11353436.000000 Penalty: 5612.118652
	Iteration 11Q: 3 clusters Score -1.135344e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -11353930.000000 Penalty: 5612.118652
	Iteration 12Q: 3 clusters Score -1.135393e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -11354417.000000 Penalty: 5612.118652
	Iteration 13Q: 3 clusters Score -1.135442e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -11354836.000000 Penalty: 5612.118652
	Iteration 14Q: 3 clusters Score -1.135484e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -11355299.000000 Penalty: 5612.118652
	Iteration 15Q: 3 clusters Score -1.13553e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -11355821.000000 Penalty: 5612.118652
	Iteration 16Q: 3 clusters Score -1.135582e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -11356215.000000 Penalty: 5612.118652
	Iteration 17Q: 3 clusters Score -1.135622e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -11356571.000000 Penalty: 5612.118652
	Iteration 18Q: 3 clusters Score -1.135657e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -11356928.000000 Penalty: 5612.118652
	Iteration 19Q: 3 clusters Score -1.135693e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -11357224.000000 Penalty: 5612.118652
	Iteration 20F: 3 clusters Score -1.135722e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -11357470.000000 Penalty: 5612.118652
	Iteration 21Q: 3 clusters Score -1.135747e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -11357740.000000 Penalty: 5612.118652
	Iteration 22Q: 3 clusters Score -1.135774e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -11358004.000000 Penalty: 5612.118652
	Iteration 23Q: 3 clusters Score -1.1358e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -11358262.000000 Penalty: 5612.118652
	Iteration 24Q: 3 clusters Score -1.135826e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -11358477.000000 Penalty: 5612.118652
	Iteration 25Q: 3 clusters Score -1.135848e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -11358718.000000 Penalty: 5612.118652
	Iteration 26Q: 3 clusters Score -1.135872e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -11358964.000000 Penalty: 5612.118652
	Iteration 27Q: 3 clusters Score -1.135896e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 70067 members 
Entering Unmasked Estep 
Score: -11359210.000000 Penalty: 5612.118652
	Iteration 28Q: 3 clusters Score -1.135921e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -11359362.000000 Penalty: 5612.118652
	Iteration 29Q: 3 clusters Score -1.135936e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 71352 members 
Entering Unmasked Estep 
Score: -11359494.000000 Penalty: 5612.118652
	Iteration 30Q: 3 clusters Score -1.135949e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -11359690.000000 Penalty: 5612.118652
	Iteration 31Q: 3 clusters Score -1.135969e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -11359928.000000 Penalty: 5612.118652
	Iteration 32Q: 3 clusters Score -1.135993e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 73233 members 
Entering Unmasked Estep 
Score: -11360079.000000 Penalty: 5612.118652
	Iteration 33Q: 3 clusters Score -1.136008e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -11360239.000000 Penalty: 5612.118652
	Iteration 34Q: 3 clusters Score -1.136024e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -11360398.000000 Penalty: 5612.118652
	Iteration 35Q: 3 clusters Score -1.13604e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -11360573.000000 Penalty: 5612.118652
	Iteration 36Q: 3 clusters Score -1.136057e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -11360712.000000 Penalty: 5612.118652
	Iteration 37Q: 3 clusters Score -1.136071e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -11360874.000000 Penalty: 5612.118652
	Iteration 38Q: 3 clusters Score -1.136087e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -11360987.000000 Penalty: 5612.118652
	Iteration 39Q: 3 clusters Score -1.136099e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -11361082.000000 Penalty: 5612.118652
	Iteration 40F: 3 clusters Score -1.136108e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -11361144.000000 Penalty: 5612.118652
	Iteration 41Q: 3 clusters Score -1.136114e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -11361215.000000 Penalty: 5612.118652
	Iteration 42Q: 3 clusters Score -1.136122e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -11361238.000000 Penalty: 5612.118652
	Iteration 43Q: 3 clusters Score -1.136124e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 77659 members 
Entering Unmasked Estep 
Score: -11361276.000000 Penalty: 5612.118652
	Iteration 44Q: 3 clusters Score -1.136128e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 77908 members 
Entering Unmasked Estep 
Score: -11361358.000000 Penalty: 5612.118652
	Iteration 45Q: 3 clusters Score -1.136136e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -11361409.000000 Penalty: 5612.118652
	Iteration 46Q: 3 clusters Score -1.136141e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -11361508.000000 Penalty: 5612.118652
	Iteration 47Q: 3 clusters Score -1.136151e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -11361523.000000 Penalty: 5612.118652
	Iteration 48Q: 3 clusters Score -1.136152e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 78643 members 
Entering Unmasked Estep 
Score: -11361534.000000 Penalty: 5612.118652
	Iteration 49Q: 3 clusters Score -1.136153e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
Score: -11361561.000000 Penalty: 5612.118652
	Iteration 50Q: 3 clusters Score -1.136156e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -11361570.000000 Penalty: 5612.118652
	Iteration 51Q: 3 clusters Score -1.136157e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -11361608.000000 Penalty: 5612.118652
	Iteration 52Q: 3 clusters Score -1.136161e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -11361623.000000 Penalty: 5612.118652
	Iteration 53Q: 3 clusters Score -1.136162e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -11361631.000000 Penalty: 5612.118652
	Iteration 54Q: 3 clusters Score -1.136163e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -11361656.000000 Penalty: 5612.118652
	Iteration 55Q: 3 clusters Score -1.136166e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -11361652.000000 Penalty: 5612.118652
	Iteration 56Q: 3 clusters Score -1.136165e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -11361690.000000 Penalty: 5612.118652
	Iteration 57Q: 3 clusters Score -1.136169e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -11361693.000000 Penalty: 5612.118652
	Iteration 58Q: 3 clusters Score -1.136169e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 79512 members 
Entering Unmasked Estep 
Score: -11361702.000000 Penalty: 5612.118652
	Iteration 59Q: 3 clusters Score -1.13617e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -11361703.000000 Penalty: 5612.118652
	Iteration 60F: 3 clusters Score -1.13617e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -11361717.000000 Penalty: 5612.118652
	Iteration 61Q: 3 clusters Score -1.136172e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -11361745.000000 Penalty: 5612.118652
	Iteration 62Q: 3 clusters Score -1.136174e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -11361768.000000 Penalty: 5612.118652
	Iteration 63Q: 3 clusters Score -1.136177e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -11361791.000000 Penalty: 5612.118652
	Iteration 64Q: 3 clusters Score -1.136179e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -11361801.000000 Penalty: 5612.118652
	Iteration 65Q: 3 clusters Score -1.13618e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -11361809.000000 Penalty: 5612.118652
	Iteration 66Q: 3 clusters Score -1.136181e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -11361841.000000 Penalty: 5612.118652
	Iteration 67Q: 3 clusters Score -1.136184e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -11361837.000000 Penalty: 5612.118652
	Iteration 68Q: 3 clusters Score -1.136184e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -11361849.000000 Penalty: 5612.118652
	Iteration 69Q: 3 clusters Score -1.136185e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 80042 members 
Entering Unmasked Estep 
Score: -11361848.000000 Penalty: 5612.118652
	Iteration 70Q: 3 clusters Score -1.136185e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -11361855.000000 Penalty: 5612.118652
	Iteration 71Q: 3 clusters Score -1.136186e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -11361857.000000 Penalty: 5612.118652
	Iteration 72Q: 3 clusters Score -1.136186e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -11361896.000000 Penalty: 5612.118652
	Iteration 73Q: 3 clusters Score -1.13619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 80152 members 
Entering Unmasked Estep 
Score: -11361898.000000 Penalty: 5612.118652
	Iteration 74Q: 3 clusters Score -1.13619e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 80182 members 
Entering Unmasked Estep 
Score: -11361916.000000 Penalty: 5612.118652
	Iteration 75Q: 3 clusters Score -1.136192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 80215 members 
Entering Unmasked Estep 
Score: -11361930.000000 Penalty: 5612.118652
	Iteration 76Q: 3 clusters Score -1.136193e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -11361927.000000 Penalty: 5612.118652
	Iteration 77Q: 3 clusters Score -1.136193e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 80268 members 
Entering Unmasked Estep 
Score: -11361943.000000 Penalty: 5612.118652
	Iteration 78Q: 3 clusters Score -1.136194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 80285 members 
Entering Unmasked Estep 
Score: -11361947.000000 Penalty: 5612.118652
	Iteration 79Q: 3 clusters Score -1.136195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -11361970.000000 Penalty: 5612.118652
	Iteration 80F: 3 clusters Score -1.136197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -11361980.000000 Penalty: 5612.118652
	Iteration 81Q: 3 clusters Score -1.136198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -11361976.000000 Penalty: 5612.118652
	Iteration 82Q: 3 clusters Score -1.136198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -11361984.000000 Penalty: 5612.118652
	Iteration 83Q: 3 clusters Score -1.136198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -11362000.000000 Penalty: 5612.118652
	Iteration 84Q: 3 clusters Score -1.1362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
Score: -11361982.000000 Penalty: 5612.118652
	Iteration 85Q: 3 clusters Score -1.136198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -11361989.000000 Penalty: 5612.118652
	Iteration 86Q: 3 clusters Score -1.136199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -11361984.000000 Penalty: 5612.118652
	Iteration 87Q: 3 clusters Score -1.136198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -11361985.000000 Penalty: 5612.118652
	Iteration 88Q: 3 clusters Score -1.136198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -11361992.000000 Penalty: 5612.118652
	Iteration 89Q: 3 clusters Score -1.136199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -11361990.000000 Penalty: 5612.118652
	Iteration 90Q: 3 clusters Score -1.136199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -11361990.000000 Penalty: 5612.118652
	Iteration 91Q: 3 clusters Score -1.136199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -11361991.000000 Penalty: 5612.118652
	Iteration 92Q: 3 clusters Score -1.136199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -11361996.000000 Penalty: 5612.118652
	Iteration 93Q: 3 clusters Score -1.1362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -11361996.000000 Penalty: 5612.118652
	Iteration 94F: 3 clusters Score -1.1362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Entering Unmasked Estep 
Score: -6048611.000000 Penalty: 2648.687988
	Iteration 0F: 2 clusters Score -6048611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -6019361.000000 Penalty: 5297.375977
	Iteration 0F: 3 clusters Score -6019361 nChanged 20083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -6030527.500000 Penalty: 5297.375977
	Iteration 1F: 3 clusters Score -6030528 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -6031337.500000 Penalty: 5297.375977
	Iteration 2Q: 3 clusters Score -6031338 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -6032289.000000 Penalty: 5297.375977
	Iteration 3Q: 3 clusters Score -6032289 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -6033239.500000 Penalty: 5297.375977
	Iteration 4Q: 3 clusters Score -6033240 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -6034336.000000 Penalty: 5297.375977
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6042265 nChanged 1191
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Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6043054 nChanged 403
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Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6043281 nChanged 394
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Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6043443 nChanged 410
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6043616 nChanged 435
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Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6043704 nChanged 418
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Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6043796 nChanged 379
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Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6043905 nChanged 346
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Mstep: Class 1 contains 32078 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6044098 nChanged 290
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Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6044135 nChanged 294
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Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6044189 nChanged 312
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Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6044269 nChanged 291
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Mstep: Class 1 contains 33912 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6044350 nChanged 312
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Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 9262 members 
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	Iteration 31Q: 3 clusters Score -6044423 nChanged 347
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Mstep: Class 1 contains 34571 members 
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Mstep: Class 1 contains 35268 members 
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	Iteration 34Q: 3 clusters Score -6044694 nChanged 312
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Mstep: Class 1 contains 35580 members 
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Mstep: Class 1 contains 38662 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38943 members 
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Mstep: Class 1 contains 40338 members 
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Mstep: Class 1 contains 40489 members 
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	Iteration 52Q: 3 clusters Score -6046230 nChanged 156
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	Iteration 53Q: 3 clusters Score -6046284 nChanged 136
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	Iteration 54Q: 3 clusters Score -6046310 nChanged 127
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Mstep: Class 1 contains 40904 members 
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	Iteration 55Q: 3 clusters Score -6046332 nChanged 111
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Mstep: Class 1 contains 41015 members 
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	Iteration 56Q: 3 clusters Score -6046360 nChanged 121
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	Iteration 57Q: 3 clusters Score -6046388 nChanged 110
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	Iteration 59Q: 3 clusters Score -6046478 nChanged 116
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	Iteration 60F: 3 clusters Score -6046521 nChanged 96
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	Iteration 61Q: 3 clusters Score -6046566 nChanged 96
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	Iteration 63Q: 3 clusters Score -6046617 nChanged 90
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	Iteration 64Q: 3 clusters Score -6046656 nChanged 70
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	Iteration 66Q: 3 clusters Score -6046708 nChanged 53
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	Iteration 67Q: 3 clusters Score -6046732 nChanged 50
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	Iteration 68Q: 3 clusters Score -6046758 nChanged 55
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	Iteration 69Q: 3 clusters Score -6046777 nChanged 55
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	Iteration 71Q: 3 clusters Score -6046826 nChanged 40
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	Iteration 72Q: 3 clusters Score -6046846 nChanged 29
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	Iteration 76Q: 3 clusters Score -6046863 nChanged 17
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	Iteration 77Q: 3 clusters Score -6046881 nChanged 28
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	Iteration 78Q: 3 clusters Score -6046898 nChanged 29
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	Iteration 79Q: 3 clusters Score -6046912 nChanged 16
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	Iteration 80F: 3 clusters Score -6046914 nChanged 16
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	Iteration 81Q: 3 clusters Score -6046928 nChanged 19
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	Iteration 82Q: 3 clusters Score -6046946 nChanged 12
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	Iteration 83Q: 3 clusters Score -6046948 nChanged 7
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	Iteration 84Q: 3 clusters Score -6046950 nChanged 4
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	Iteration 85Q: 3 clusters Score -6046949 nChanged 5
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	Iteration 86Q: 3 clusters Score -6046951 nChanged 5
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	Iteration 87Q: 3 clusters Score -6046951 nChanged 9
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	Iteration 88Q: 3 clusters Score -6046956 nChanged 7
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	Iteration 89Q: 3 clusters Score -6046960 nChanged 6
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	Iteration 90Q: 3 clusters Score -6046966 nChanged 8
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	Iteration 91Q: 3 clusters Score -6046970 nChanged 9
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	Iteration 92Q: 3 clusters Score -6046978 nChanged 12
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	Iteration 93Q: 3 clusters Score -6046990 nChanged 14
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	Iteration 94Q: 3 clusters Score -6047000 nChanged 9
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	Iteration 95Q: 3 clusters Score -6047012 nChanged 10
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	Iteration 96Q: 3 clusters Score -6047015 nChanged 6
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	Iteration 97Q: 3 clusters Score -6047016 nChanged 5
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Score: -6047006.000000 Penalty: 5297.375977
	Iteration 98Q: 3 clusters Score -6047006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6047013.500000 Penalty: 5297.375977
	Iteration 99Q: 3 clusters Score -6047014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6047021.500000 Penalty: 5297.375977
	Iteration 100F: 3 clusters Score -6047022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6047018.000000 Penalty: 5297.375977
	Iteration 101Q: 3 clusters Score -6047018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6047018.000000 Penalty: 5297.375977
	Iteration 102Q: 3 clusters Score -6047018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6047018.500000 Penalty: 5297.375977
	Iteration 103Q: 3 clusters Score -6047018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6047018.500000 Penalty: 5297.375977
	Iteration 104Q: 3 clusters Score -6047018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6047023.000000 Penalty: 5297.375977
	Iteration 105Q: 3 clusters Score -6047023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6047037.500000 Penalty: 5297.375977
	Iteration 106Q: 3 clusters Score -6047038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6047037.500000 Penalty: 5297.375977
	Iteration 107Q: 3 clusters Score -6047038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6047037.500000 Penalty: 5297.375977
	Iteration 108F: 3 clusters Score -6047038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -64590.468750 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -64590.47 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 256 members 
Entering Unmasked Estep 
Score: -63045.761719 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -63045.76 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63239.441406 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -63239.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63294.933594 Penalty: 3100.944336
	Iteration 2Q: 3 clusters Score -63294.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63321.027344 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -63321.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63345.429688 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -63345.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63351.589844 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -63351.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63353.265625 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -63353.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63354.679688 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -63354.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63354.679688 Penalty: 3100.944336
	Iteration 8F: 3 clusters Score -63354.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56751.851562 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56751.85 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 242 members 
Entering Unmasked Estep 
Score: -55277.929688 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55277.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55593.785156 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55593.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55886.851562 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55886.85 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56299.906250 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -56299.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56649.933594 Penalty: 3078.461670
	Iteration 4F: 3 clusters Score -56649.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56757.421875 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -56757.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56769.683594 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -56769.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56801.125000 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -56801.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56843.398438 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -56843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56902.714844 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -56902.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56950.523438 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -56950.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56980.953125 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -56980.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57038.683594 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -57038.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57187.695312 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -57187.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57288.574219 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -57288.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57435.628906 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -57435.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57586.378906 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -57586.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57586.378906 Penalty: 3078.461670
	Iteration 17F: 3 clusters Score -57586.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146971 members 
Mstep: Class 2 contains 82023 members 
Mstep: Class 3 contains 43486 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 187 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151566 members 
Mstep: Class 10 contains 181114 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53118 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167251 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137071 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 309 members 
Entering Unmasked Estep 
Score: -137451248.000000 Penalty: 78884.125000
Splitting cluster 5 changes total score from -137452192.000000 to -137451248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Entering Unmasked Estep 
Score: -1003921.375000 Penalty: 2212.620850
	Iteration 0F: 2 clusters Score -1003921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -997852.625000 Penalty: 4425.241699
	Iteration 0F: 3 clusters Score -997852.6 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -999543.062500 Penalty: 4425.241699
	Iteration 1F: 3 clusters Score -999543.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -999845.187500 Penalty: 4425.241699
	Iteration 2F: 3 clusters Score -999845.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1000086.375000 Penalty: 4425.241699
	Iteration 3F: 3 clusters Score -1000086 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1000294.312500 Penalty: 4425.241699
	Iteration 4Q: 3 clusters Score -1000294 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1000464.187500 Penalty: 4425.241699
	Iteration 5Q: 3 clusters Score -1000464 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1000607.875000 Penalty: 4425.241699
	Iteration 6Q: 3 clusters Score -1000608 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1000711.875000 Penalty: 4425.241699
	Iteration 7Q: 3 clusters Score -1000712 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1000800.187500 Penalty: 4425.241699
	Iteration 8Q: 3 clusters Score -1000800 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1000859.750000 Penalty: 4425.241699
	Iteration 9Q: 3 clusters Score -1000860 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1000924.250000 Penalty: 4425.241699
	Iteration 10Q: 3 clusters Score -1000924 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1000984.750000 Penalty: 4425.241699
	Iteration 11Q: 3 clusters Score -1000985 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1001035.437500 Penalty: 4425.241699
	Iteration 12Q: 3 clusters Score -1001035 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1001096.187500 Penalty: 4425.241699
	Iteration 13Q: 3 clusters Score -1001096 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1001163.000000 Penalty: 4425.241699
	Iteration 14Q: 3 clusters Score -1001163 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1001227.437500 Penalty: 4425.241699
	Iteration 15Q: 3 clusters Score -1001227 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1001289.000000 Penalty: 4425.241699
	Iteration 16Q: 3 clusters Score -1001289 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1001353.250000 Penalty: 4425.241699
	Iteration 17Q: 3 clusters Score -1001353 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1001412.062500 Penalty: 4425.241699
	Iteration 18Q: 3 clusters Score -1001412 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1001466.250000 Penalty: 4425.241699
	Iteration 19Q: 3 clusters Score -1001466 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1001521.125000 Penalty: 4425.241699
	Iteration 20F: 3 clusters Score -1001521 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1001573.000000 Penalty: 4425.241699
	Iteration 21Q: 3 clusters Score -1001573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1001628.062500 Penalty: 4425.241699
	Iteration 22Q: 3 clusters Score -1001628 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1001668.000000 Penalty: 4425.241699
	Iteration 23Q: 3 clusters Score -1001668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1001697.250000 Penalty: 4425.241699
	Iteration 24Q: 3 clusters Score -1001697 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1001723.187500 Penalty: 4425.241699
	Iteration 25Q: 3 clusters Score -1001723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1001753.312500 Penalty: 4425.241699
	Iteration 26Q: 3 clusters Score -1001753 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1001780.187500 Penalty: 4425.241699
	Iteration 27Q: 3 clusters Score -1001780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1001802.187500 Penalty: 4425.241699
	Iteration 28Q: 3 clusters Score -1001802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1001817.687500 Penalty: 4425.241699
	Iteration 29Q: 3 clusters Score -1001818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1001838.437500 Penalty: 4425.241699
	Iteration 30Q: 3 clusters Score -1001838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1001854.750000 Penalty: 4425.241699
	Iteration 31Q: 3 clusters Score -1001855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1001879.125000 Penalty: 4425.241699
	Iteration 32Q: 3 clusters Score -1001879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1001901.000000 Penalty: 4425.241699
	Iteration 33Q: 3 clusters Score -1001901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1001918.062500 Penalty: 4425.241699
	Iteration 34Q: 3 clusters Score -1001918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1001929.750000 Penalty: 4425.241699
	Iteration 35Q: 3 clusters Score -1001930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1001944.125000 Penalty: 4425.241699
	Iteration 36Q: 3 clusters Score -1001944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1001962.000000 Penalty: 4425.241699
	Iteration 37Q: 3 clusters Score -1001962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1001981.562500 Penalty: 4425.241699
	Iteration 38Q: 3 clusters Score -1001982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1002003.625000 Penalty: 4425.241699
	Iteration 39Q: 3 clusters Score -1002004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1002025.187500 Penalty: 4425.241699
	Iteration 40F: 3 clusters Score -1002025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1002044.375000 Penalty: 4425.241699
	Iteration 41Q: 3 clusters Score -1002044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1002063.125000 Penalty: 4425.241699
	Iteration 42Q: 3 clusters Score -1002063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1002084.187500 Penalty: 4425.241699
	Iteration 43Q: 3 clusters Score -1002084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1002107.187500 Penalty: 4425.241699
	Iteration 44Q: 3 clusters Score -1002107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1002125.812500 Penalty: 4425.241699
	Iteration 45Q: 3 clusters Score -1002126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1002141.562500 Penalty: 4425.241699
	Iteration 46Q: 3 clusters Score -1002142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1002152.687500 Penalty: 4425.241699
	Iteration 47Q: 3 clusters Score -1002153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1002163.437500 Penalty: 4425.241699
	Iteration 48Q: 3 clusters Score -1002163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1002170.812500 Penalty: 4425.241699
	Iteration 49Q: 3 clusters Score -1002171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1002173.500000 Penalty: 4425.241699
	Iteration 50Q: 3 clusters Score -1002174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1002180.062500 Penalty: 4425.241699
	Iteration 51Q: 3 clusters Score -1002180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1002185.437500 Penalty: 4425.241699
	Iteration 52Q: 3 clusters Score -1002185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1002187.437500 Penalty: 4425.241699
	Iteration 53Q: 3 clusters Score -1002187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1002191.062500 Penalty: 4425.241699
	Iteration 54Q: 3 clusters Score -1002191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1002191.937500 Penalty: 4425.241699
	Iteration 55Q: 3 clusters Score -1002192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1002193.875000 Penalty: 4425.241699
	Iteration 56Q: 3 clusters Score -1002194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1002193.562500 Penalty: 4425.241699
	Iteration 57Q: 3 clusters Score -1002194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1002193.687500 Penalty: 4425.241699
	Iteration 58Q: 3 clusters Score -1002194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1002193.687500 Penalty: 4425.241699
	Iteration 59F: 3 clusters Score -1002194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -190219.625000 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -190219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -188018.656250 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -188018.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -188349.515625 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -188349.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188439.609375 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -188439.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -188488.109375 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -188488.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -188518.250000 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -188518.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -188535.625000 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -188535.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -188545.796875 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -188545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -188555.625000 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -188555.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -188569.750000 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -188569.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188582.312500 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -188582.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -188586.109375 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -188586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -188589.734375 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -188589.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -188591.796875 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -188591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -188594.218750 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -188594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -188594.218750 Penalty: 3589.937988
	Iteration 14F: 3 clusters Score -188594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -414360.656250 Penalty: 2003.591675
	Iteration 0F: 2 clusters Score -414360.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -410953.062500 Penalty: 4007.183350
	Iteration 0F: 3 clusters Score -410953.1 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -411717.312500 Penalty: 4007.183350
	Iteration 1F: 3 clusters Score -411717.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -411893.531250 Penalty: 4007.183350
	Iteration 2F: 3 clusters Score -411893.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -412017.000000 Penalty: 4007.183350
	Iteration 3F: 3 clusters Score -412017 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -412099.781250 Penalty: 4007.183350
	Iteration 4Q: 3 clusters Score -412099.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -412162.375000 Penalty: 4007.183350
	Iteration 5Q: 3 clusters Score -412162.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -412238.750000 Penalty: 4007.183350
	Iteration 6Q: 3 clusters Score -412238.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -412313.750000 Penalty: 4007.183350
	Iteration 7Q: 3 clusters Score -412313.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -412382.562500 Penalty: 4007.183350
	Iteration 8Q: 3 clusters Score -412382.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -412429.218750 Penalty: 4007.183350
	Iteration 9Q: 3 clusters Score -412429.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -412469.468750 Penalty: 4007.183350
	Iteration 10Q: 3 clusters Score -412469.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -412517.281250 Penalty: 4007.183350
	Iteration 11Q: 3 clusters Score -412517.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -412552.906250 Penalty: 4007.183350
	Iteration 12Q: 3 clusters Score -412552.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -412583.718750 Penalty: 4007.183350
	Iteration 13Q: 3 clusters Score -412583.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -412619.718750 Penalty: 4007.183350
	Iteration 14Q: 3 clusters Score -412619.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -412650.093750 Penalty: 4007.183350
	Iteration 15Q: 3 clusters Score -412650.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -412672.625000 Penalty: 4007.183350
	Iteration 16Q: 3 clusters Score -412672.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -412692.250000 Penalty: 4007.183350
	Iteration 17Q: 3 clusters Score -412692.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -412712.531250 Penalty: 4007.183350
	Iteration 18Q: 3 clusters Score -412712.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -412727.218750 Penalty: 4007.183350
	Iteration 19Q: 3 clusters Score -412727.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -412739.750000 Penalty: 4007.183350
	Iteration 20F: 3 clusters Score -412739.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -412749.843750 Penalty: 4007.183350
	Iteration 21Q: 3 clusters Score -412749.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -412761.093750 Penalty: 4007.183350
	Iteration 22Q: 3 clusters Score -412761.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -412767.656250 Penalty: 4007.183350
	Iteration 23Q: 3 clusters Score -412767.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -412776.250000 Penalty: 4007.183350
	Iteration 24Q: 3 clusters Score -412776.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -412781.968750 Penalty: 4007.183350
	Iteration 25Q: 3 clusters Score -412782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -412789.812500 Penalty: 4007.183350
	Iteration 26Q: 3 clusters Score -412789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -412792.937500 Penalty: 4007.183350
	Iteration 27Q: 3 clusters Score -412792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -412795.125000 Penalty: 4007.183350
	Iteration 28Q: 3 clusters Score -412795.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -412796.656250 Penalty: 4007.183350
	Iteration 29Q: 3 clusters Score -412796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -412799.312500 Penalty: 4007.183350
	Iteration 30Q: 3 clusters Score -412799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -412801.968750 Penalty: 4007.183350
	Iteration 31Q: 3 clusters Score -412802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -412802.375000 Penalty: 4007.183350
	Iteration 32Q: 3 clusters Score -412802.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -412802.781250 Penalty: 4007.183350
	Iteration 33Q: 3 clusters Score -412802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -412802.781250 Penalty: 4007.183350
	Iteration 34F: 3 clusters Score -412802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151566 members 
Entering Unmasked Estep 
Score: -20984656.000000 Penalty: 2958.336670
	Iteration 0F: 2 clusters Score -2.098466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -20884714.000000 Penalty: 5916.673340
	Iteration 0F: 3 clusters Score -2.088471e+07 nChanged 72582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77459 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -20927778.000000 Penalty: 5916.673340
	Iteration 1F: 3 clusters Score -2.092778e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -20928758.000000 Penalty: 5916.673340
	Iteration 2Q: 3 clusters Score -2.092876e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -20929866.000000 Penalty: 5916.673340
	Iteration 3Q: 3 clusters Score -2.092987e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -20931580.000000 Penalty: 5916.673340
	Iteration 4Q: 3 clusters Score -2.093158e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -20933810.000000 Penalty: 5916.673340
	Iteration 5Q: 3 clusters Score -2.093381e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -20937702.000000 Penalty: 5916.673340
	Iteration 6F: 3 clusters Score -2.09377e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97240 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -20944034.000000 Penalty: 5916.673340
	Iteration 7F: 3 clusters Score -2.094403e+07 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -20952704.000000 Penalty: 5916.673340
	Iteration 8F: 3 clusters Score -2.09527e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111226 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -20961720.000000 Penalty: 5916.673340
	Iteration 9F: 3 clusters Score -2.096172e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115534 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -20967574.000000 Penalty: 5916.673340
	Iteration 10F: 3 clusters Score -2.096757e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118428 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -20970302.000000 Penalty: 5916.673340
	Iteration 11Q: 3 clusters Score -2.09703e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120997 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -20971716.000000 Penalty: 5916.673340
	Iteration 12Q: 3 clusters Score -2.097172e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123363 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -20972888.000000 Penalty: 5916.673340
	Iteration 13Q: 3 clusters Score -2.097289e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125649 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -20973888.000000 Penalty: 5916.673340
	Iteration 14Q: 3 clusters Score -2.097389e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127784 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -20974854.000000 Penalty: 5916.673340
	Iteration 15Q: 3 clusters Score -2.097485e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129870 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -20975918.000000 Penalty: 5916.673340
	Iteration 16Q: 3 clusters Score -2.097592e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131803 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -20976880.000000 Penalty: 5916.673340
	Iteration 17Q: 3 clusters Score -2.097688e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133579 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -20977910.000000 Penalty: 5916.673340
	Iteration 18Q: 3 clusters Score -2.097791e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135302 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -20978712.000000 Penalty: 5916.673340
	Iteration 19Q: 3 clusters Score -2.097871e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136853 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -20979288.000000 Penalty: 5916.673340
	Iteration 20F: 3 clusters Score -2.097929e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138305 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -20979736.000000 Penalty: 5916.673340
	Iteration 21Q: 3 clusters Score -2.097974e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139687 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -20980268.000000 Penalty: 5916.673340
	Iteration 22Q: 3 clusters Score -2.098027e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140938 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -20980804.000000 Penalty: 5916.673340
	Iteration 23Q: 3 clusters Score -2.09808e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142069 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -20981242.000000 Penalty: 5916.673340
	Iteration 24Q: 3 clusters Score -2.098124e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143058 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -20981584.000000 Penalty: 5916.673340
	Iteration 25Q: 3 clusters Score -2.098158e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143888 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -20981780.000000 Penalty: 5916.673340
	Iteration 26Q: 3 clusters Score -2.098178e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144606 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -20981848.000000 Penalty: 5916.673340
	Iteration 27Q: 3 clusters Score -2.098185e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145238 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -20982022.000000 Penalty: 5916.673340
	Iteration 28Q: 3 clusters Score -2.098202e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145803 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -20982202.000000 Penalty: 5916.673340
	Iteration 29Q: 3 clusters Score -2.09822e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146294 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -20982368.000000 Penalty: 5916.673340
	Iteration 30Q: 3 clusters Score -2.098237e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146718 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -20982416.000000 Penalty: 5916.673340
	Iteration 31Q: 3 clusters Score -2.098242e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147082 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -20982412.000000 Penalty: 5916.673340
	Iteration 32Q: 3 clusters Score -2.098241e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147374 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -20982452.000000 Penalty: 5916.673340
	Iteration 33Q: 3 clusters Score -2.098245e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147610 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -20982534.000000 Penalty: 5916.673340
	Iteration 34Q: 3 clusters Score -2.098253e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147818 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -20982606.000000 Penalty: 5916.673340
	Iteration 35Q: 3 clusters Score -2.098261e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148010 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -20982678.000000 Penalty: 5916.673340
	Iteration 36Q: 3 clusters Score -2.098268e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148196 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -20982668.000000 Penalty: 5916.673340
	Iteration 37Q: 3 clusters Score -2.098267e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -20982668.000000 Penalty: 5916.673340
	Iteration 38Q: 3 clusters Score -2.098267e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148526 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -20982696.000000 Penalty: 5916.673340
	Iteration 39Q: 3 clusters Score -2.09827e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148660 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -20982756.000000 Penalty: 5916.673340
	Iteration 40F: 3 clusters Score -2.098276e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148791 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -20982782.000000 Penalty: 5916.673340
	Iteration 41Q: 3 clusters Score -2.098278e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148912 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -20982810.000000 Penalty: 5916.673340
	Iteration 42Q: 3 clusters Score -2.098281e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148992 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -20982802.000000 Penalty: 5916.673340
	Iteration 43Q: 3 clusters Score -2.09828e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149088 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -20982816.000000 Penalty: 5916.673340
	Iteration 44Q: 3 clusters Score -2.098282e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149156 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -20982818.000000 Penalty: 5916.673340
	Iteration 45Q: 3 clusters Score -2.098282e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149207 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -20982836.000000 Penalty: 5916.673340
	Iteration 46Q: 3 clusters Score -2.098284e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149239 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -20982830.000000 Penalty: 5916.673340
	Iteration 47Q: 3 clusters Score -2.098283e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149266 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -20982844.000000 Penalty: 5916.673340
	Iteration 48Q: 3 clusters Score -2.098284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149290 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -20982844.000000 Penalty: 5916.673340
	Iteration 49Q: 3 clusters Score -2.098284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149306 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -20982834.000000 Penalty: 5916.673340
	Iteration 50Q: 3 clusters Score -2.098283e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149329 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -20982850.000000 Penalty: 5916.673340
	Iteration 51Q: 3 clusters Score -2.098285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149349 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -20982844.000000 Penalty: 5916.673340
	Iteration 52Q: 3 clusters Score -2.098284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149367 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -20982838.000000 Penalty: 5916.673340
	Iteration 53Q: 3 clusters Score -2.098284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149381 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -20982836.000000 Penalty: 5916.673340
	Iteration 54Q: 3 clusters Score -2.098284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149393 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -20982824.000000 Penalty: 5916.673340
	Iteration 55Q: 3 clusters Score -2.098282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149404 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -20982818.000000 Penalty: 5916.673340
	Iteration 56Q: 3 clusters Score -2.098282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -20982812.000000 Penalty: 5916.673340
	Iteration 57Q: 3 clusters Score -2.098281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149435 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -20982812.000000 Penalty: 5916.673340
	Iteration 58Q: 3 clusters Score -2.098281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -20982800.000000 Penalty: 5916.673340
	Iteration 59Q: 3 clusters Score -2.09828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149449 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -20982814.000000 Penalty: 5916.673340
	Iteration 60F: 3 clusters Score -2.098281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149456 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -20982790.000000 Penalty: 5916.673340
	Iteration 61Q: 3 clusters Score -2.098279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149463 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -20982792.000000 Penalty: 5916.673340
	Iteration 62Q: 3 clusters Score -2.098279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149470 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -20982798.000000 Penalty: 5916.673340
	Iteration 63Q: 3 clusters Score -2.09828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149476 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -20982802.000000 Penalty: 5916.673340
	Iteration 64Q: 3 clusters Score -2.09828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -20982802.000000 Penalty: 5916.673340
	Iteration 65Q: 3 clusters Score -2.09828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -20982794.000000 Penalty: 5916.673340
	Iteration 66Q: 3 clusters Score -2.098279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149493 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -20982786.000000 Penalty: 5916.673340
	Iteration 67Q: 3 clusters Score -2.098279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149495 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -20982786.000000 Penalty: 5916.673340
	Iteration 68Q: 3 clusters Score -2.098279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149496 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -20982792.000000 Penalty: 5916.673340
	Iteration 69Q: 3 clusters Score -2.098279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149498 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -20982786.000000 Penalty: 5916.673340
	Iteration 70Q: 3 clusters Score -2.098279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149500 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -20982778.000000 Penalty: 5916.673340
	Iteration 71Q: 3 clusters Score -2.098278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149501 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -20982786.000000 Penalty: 5916.673340
	Iteration 72Q: 3 clusters Score -2.098279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149501 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -20982786.000000 Penalty: 5916.673340
	Iteration 73F: 3 clusters Score -2.098279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181114 members 
Entering Unmasked Estep 
Score: -24958784.000000 Penalty: 3002.506836
	Iteration 0F: 2 clusters Score -2.495878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 90688 members 
Entering Unmasked Estep 
Score: -24841100.000000 Penalty: 6005.013672
	Iteration 0F: 3 clusters Score -2.48411e+07 nChanged 86870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 93754 members 
Entering Unmasked Estep 
Score: -24891122.000000 Penalty: 6005.013672
	Iteration 1F: 3 clusters Score -2.489112e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85443 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -24892200.000000 Penalty: 6005.013672
	Iteration 2Q: 3 clusters Score -2.48922e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -24893316.000000 Penalty: 6005.013672
	Iteration 3Q: 3 clusters Score -2.489332e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -24895122.000000 Penalty: 6005.013672
	Iteration 4Q: 3 clusters Score -2.489512e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 109139 members 
Entering Unmasked Estep 
Score: -24897910.000000 Penalty: 6005.013672
	Iteration 5Q: 3 clusters Score -2.489791e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 118087 members 
Entering Unmasked Estep 
Score: -24903214.000000 Penalty: 6005.013672
	Iteration 6F: 3 clusters Score -2.490321e+07 nChanged 12011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 129910 members 
Entering Unmasked Estep 
Score: -24912210.000000 Penalty: 6005.013672
	Iteration 7F: 3 clusters Score -2.491221e+07 nChanged 14403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 144251 members 
Entering Unmasked Estep 
Score: -24924720.000000 Penalty: 6005.013672
	Iteration 8F: 3 clusters Score -2.492472e+07 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 158488 members 
Entering Unmasked Estep 
Score: -24937420.000000 Penalty: 6005.013672
	Iteration 9F: 3 clusters Score -2.493742e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 169444 members 
Entering Unmasked Estep 
Score: -24946988.000000 Penalty: 6005.013672
	Iteration 10F: 3 clusters Score -2.494699e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 175796 members 
Entering Unmasked Estep 
Score: -24952258.000000 Penalty: 6005.013672
	Iteration 11Q: 3 clusters Score -2.495226e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 178681 members 
Entering Unmasked Estep 
Score: -24954572.000000 Penalty: 6005.013672
	Iteration 12Q: 3 clusters Score -2.495457e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 179842 members 
Entering Unmasked Estep 
Score: -24955440.000000 Penalty: 6005.013672
	Iteration 13Q: 3 clusters Score -2.495544e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 180301 members 
Entering Unmasked Estep 
Score: -24955768.000000 Penalty: 6005.013672
	Iteration 14Q: 3 clusters Score -2.495577e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 180491 members 
Entering Unmasked Estep 
Score: -24955902.000000 Penalty: 6005.013672
	Iteration 15Q: 3 clusters Score -2.49559e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 180599 members 
Entering Unmasked Estep 
Score: -24956052.000000 Penalty: 6005.013672
	Iteration 16Q: 3 clusters Score -2.495605e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 180655 members 
Entering Unmasked Estep 
Score: -24956108.000000 Penalty: 6005.013672
	Iteration 17Q: 3 clusters Score -2.495611e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 180686 members 
Entering Unmasked Estep 
Score: -24956154.000000 Penalty: 6005.013672
	Iteration 18Q: 3 clusters Score -2.495615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 180711 members 
Entering Unmasked Estep 
Score: -24956204.000000 Penalty: 6005.013672
	Iteration 19Q: 3 clusters Score -2.49562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 180724 members 
Entering Unmasked Estep 
Score: -24956206.000000 Penalty: 6005.013672
	Iteration 20F: 3 clusters Score -2.495621e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 180728 members 
Entering Unmasked Estep 
Score: -24956194.000000 Penalty: 6005.013672
	Iteration 21Q: 3 clusters Score -2.495619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 180730 members 
Entering Unmasked Estep 
Score: -24956216.000000 Penalty: 6005.013672
	Iteration 22Q: 3 clusters Score -2.495622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 180734 members 
Entering Unmasked Estep 
Score: -24956212.000000 Penalty: 6005.013672
	Iteration 23Q: 3 clusters Score -2.495621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 180741 members 
Entering Unmasked Estep 
Score: -24956244.000000 Penalty: 6005.013672
	Iteration 24Q: 3 clusters Score -2.495624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 180744 members 
Entering Unmasked Estep 
Score: -24956250.000000 Penalty: 6005.013672
	Iteration 25Q: 3 clusters Score -2.495625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 180745 members 
Entering Unmasked Estep 
Score: -24956242.000000 Penalty: 6005.013672
	Iteration 26Q: 3 clusters Score -2.495624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 180748 members 
Entering Unmasked Estep 
Score: -24956254.000000 Penalty: 6005.013672
	Iteration 27Q: 3 clusters Score -2.495625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 180751 members 
Entering Unmasked Estep 
Score: -24956258.000000 Penalty: 6005.013672
	Iteration 28Q: 3 clusters Score -2.495626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 180752 members 
Entering Unmasked Estep 
Score: -24956240.000000 Penalty: 6005.013672
	Iteration 29Q: 3 clusters Score -2.495624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 180753 members 
Entering Unmasked Estep 
Score: -24956234.000000 Penalty: 6005.013672
	Iteration 30Q: 3 clusters Score -2.495623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 180755 members 
Entering Unmasked Estep 
Score: -24956248.000000 Penalty: 6005.013672
	Iteration 31Q: 3 clusters Score -2.495625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 180755 members 
Entering Unmasked Estep 
Score: -24956238.000000 Penalty: 6005.013672
	Iteration 32Q: 3 clusters Score -2.495624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 180754 members 
Entering Unmasked Estep 
Score: -24956222.000000 Penalty: 6005.013672
	Iteration 33Q: 3 clusters Score -2.495622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 180754 members 
Entering Unmasked Estep 
Score: -24956222.000000 Penalty: 6005.013672
	Iteration 34F: 3 clusters Score -2.495622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -84037.031250 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -84037.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82381.593750 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -82381.59 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82775.843750 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -82775.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83091.843750 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -83091.84 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83523.953125 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -83523.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -83988.140625 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -83988.14 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -84475.765625 Penalty: 3264.684326
	Iteration 5F: 3 clusters Score -84475.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -84665.570312 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -84665.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -84775.476562 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -84775.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -84831.476562 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -84831.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -84869.453125 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -84869.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -84900.601562 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -84900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -84921.765625 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -84921.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -84921.765625 Penalty: 3264.684326
	Iteration 12F: 3 clusters Score -84921.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146971 members 
Mstep: Class 2 contains 82023 members 
Mstep: Class 3 contains 43486 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151566 members 
Mstep: Class 10 contains 181114 members 
Mstep: Class 11 contains 620 members 
Mstep: Class 12 contains 53118 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167251 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137071 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 102 members 
Entering Unmasked Estep 
Score: -137451456.000000 Penalty: 78884.125000
Splitting cluster 11 changes total score from -137452192.000000 to -137451456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (53118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Entering Unmasked Estep 
Score: -7157595.000000 Penalty: 2698.307129
	Iteration 0F: 2 clusters Score -7157595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -7121880.500000 Penalty: 5396.614258
	Iteration 0F: 3 clusters Score -7121880 nChanged 24612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -7135653.000000 Penalty: 5396.614258
	Iteration 1F: 3 clusters Score -7135653 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -7136265.000000 Penalty: 5396.614258
	Iteration 2Q: 3 clusters Score -7136265 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -7136981.500000 Penalty: 5396.614258
	Iteration 3Q: 3 clusters Score -7136982 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -7137659.500000 Penalty: 5396.614258
	Iteration 4Q: 3 clusters Score -7137660 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -7138693.500000 Penalty: 5396.614258
	Iteration 5Q: 3 clusters Score -7138694 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -7140005.500000 Penalty: 5396.614258
	Iteration 6Q: 3 clusters Score -7140006 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -7141744.000000 Penalty: 5396.614258
	Iteration 7F: 3 clusters Score -7141744 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -7143787.000000 Penalty: 5396.614258
	Iteration 8F: 3 clusters Score -7143787 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -7145803.000000 Penalty: 5396.614258
	Iteration 9F: 3 clusters Score -7145803 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -7147557.000000 Penalty: 5396.614258
	Iteration 10F: 3 clusters Score -7147557 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -7148814.500000 Penalty: 5396.614258
	Iteration 11Q: 3 clusters Score -7148814 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -7149641.000000 Penalty: 5396.614258
	Iteration 12Q: 3 clusters Score -7149641 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -7150243.500000 Penalty: 5396.614258
	Iteration 13Q: 3 clusters Score -7150244 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -7150786.000000 Penalty: 5396.614258
	Iteration 14Q: 3 clusters Score -7150786 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -7151276.500000 Penalty: 5396.614258
	Iteration 15Q: 3 clusters Score -7151276 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -7151683.500000 Penalty: 5396.614258
	Iteration 16Q: 3 clusters Score -7151684 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -7152061.500000 Penalty: 5396.614258
	Iteration 17Q: 3 clusters Score -7152062 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -7152377.500000 Penalty: 5396.614258
	Iteration 18Q: 3 clusters Score -7152378 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -7152685.500000 Penalty: 5396.614258
	Iteration 19Q: 3 clusters Score -7152686 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7152997.000000 Penalty: 5396.614258
	Iteration 20F: 3 clusters Score -7152997 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -7153213.000000 Penalty: 5396.614258
	Iteration 21Q: 3 clusters Score -7153213 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -7153466.500000 Penalty: 5396.614258
	Iteration 22Q: 3 clusters Score -7153466 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -7153693.500000 Penalty: 5396.614258
	Iteration 23Q: 3 clusters Score -7153694 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -7153905.000000 Penalty: 5396.614258
	Iteration 24Q: 3 clusters Score -7153905 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -7154041.500000 Penalty: 5396.614258
	Iteration 25Q: 3 clusters Score -7154042 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -7154200.000000 Penalty: 5396.614258
	Iteration 26Q: 3 clusters Score -7154200 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -7154358.500000 Penalty: 5396.614258
	Iteration 27Q: 3 clusters Score -7154358 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -7154522.500000 Penalty: 5396.614258
	Iteration 28Q: 3 clusters Score -7154522 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -7154662.000000 Penalty: 5396.614258
	Iteration 29Q: 3 clusters Score -7154662 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -7154795.000000 Penalty: 5396.614258
	Iteration 30Q: 3 clusters Score -7154795 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -7154916.000000 Penalty: 5396.614258
	Iteration 31Q: 3 clusters Score -7154916 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -7155004.500000 Penalty: 5396.614258
	Iteration 32Q: 3 clusters Score -7155004 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -7155050.000000 Penalty: 5396.614258
	Iteration 33Q: 3 clusters Score -7155050 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -7155164.000000 Penalty: 5396.614258
	Iteration 34Q: 3 clusters Score -7155164 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -7155218.000000 Penalty: 5396.614258
	Iteration 35Q: 3 clusters Score -7155218 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -7155279.500000 Penalty: 5396.614258
	Iteration 36Q: 3 clusters Score -7155280 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -7155329.000000 Penalty: 5396.614258
	Iteration 37Q: 3 clusters Score -7155329 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -7155329.000000 Penalty: 5396.614258
	Iteration 38Q: 3 clusters Score -7155329 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -7155381.500000 Penalty: 5396.614258
	Iteration 39Q: 3 clusters Score -7155382 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -7155402.000000 Penalty: 5396.614258
	Iteration 40F: 3 clusters Score -7155402 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -7155391.000000 Penalty: 5396.614258
	Iteration 41Q: 3 clusters Score -7155391 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -7155409.000000 Penalty: 5396.614258
	Iteration 42Q: 3 clusters Score -7155409 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -7155442.000000 Penalty: 5396.614258
	Iteration 43Q: 3 clusters Score -7155442 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -7155450.500000 Penalty: 5396.614258
	Iteration 44Q: 3 clusters Score -7155450 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -7155472.500000 Penalty: 5396.614258
	Iteration 45Q: 3 clusters Score -7155472 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -7155483.000000 Penalty: 5396.614258
	Iteration 46Q: 3 clusters Score -7155483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -7155506.500000 Penalty: 5396.614258
	Iteration 47Q: 3 clusters Score -7155506 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -7155515.500000 Penalty: 5396.614258
	Iteration 48Q: 3 clusters Score -7155516 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -7155511.000000 Penalty: 5396.614258
	Iteration 49Q: 3 clusters Score -7155511 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -7155522.500000 Penalty: 5396.614258
	Iteration 50Q: 3 clusters Score -7155522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -7155502.500000 Penalty: 5396.614258
	Iteration 51Q: 3 clusters Score -7155502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -7155513.500000 Penalty: 5396.614258
	Iteration 52Q: 3 clusters Score -7155514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -7155518.000000 Penalty: 5396.614258
	Iteration 53Q: 3 clusters Score -7155518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -7155505.500000 Penalty: 5396.614258
	Iteration 54Q: 3 clusters Score -7155506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -7155521.500000 Penalty: 5396.614258
	Iteration 55Q: 3 clusters Score -7155522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -7155528.000000 Penalty: 5396.614258
	Iteration 56Q: 3 clusters Score -7155528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -7155536.500000 Penalty: 5396.614258
	Iteration 57Q: 3 clusters Score -7155536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -7155535.500000 Penalty: 5396.614258
	Iteration 58Q: 3 clusters Score -7155536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -7155541.500000 Penalty: 5396.614258
	Iteration 59Q: 3 clusters Score -7155542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -7155555.500000 Penalty: 5396.614258
	Iteration 60F: 3 clusters Score -7155556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -7155556.000000 Penalty: 5396.614258
	Iteration 61Q: 3 clusters Score -7155556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -7155567.000000 Penalty: 5396.614258
	Iteration 62Q: 3 clusters Score -7155567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -7155571.000000 Penalty: 5396.614258
	Iteration 63Q: 3 clusters Score -7155571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -7155569.000000 Penalty: 5396.614258
	Iteration 64Q: 3 clusters Score -7155569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -7155576.000000 Penalty: 5396.614258
	Iteration 65Q: 3 clusters Score -7155576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -7155582.500000 Penalty: 5396.614258
	Iteration 66Q: 3 clusters Score -7155582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -7155586.000000 Penalty: 5396.614258
	Iteration 67Q: 3 clusters Score -7155586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -7155588.500000 Penalty: 5396.614258
	Iteration 68Q: 3 clusters Score -7155588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -7155602.000000 Penalty: 5396.614258
	Iteration 69Q: 3 clusters Score -7155602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -7155597.000000 Penalty: 5396.614258
	Iteration 70Q: 3 clusters Score -7155597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -7155605.500000 Penalty: 5396.614258
	Iteration 71Q: 3 clusters Score -7155606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -7155607.500000 Penalty: 5396.614258
	Iteration 72Q: 3 clusters Score -7155608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -7155622.000000 Penalty: 5396.614258
	Iteration 73Q: 3 clusters Score -7155622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -7155612.500000 Penalty: 5396.614258
	Iteration 74Q: 3 clusters Score -7155612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -7155609.500000 Penalty: 5396.614258
	Iteration 75Q: 3 clusters Score -7155610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -7155616.500000 Penalty: 5396.614258
	Iteration 76Q: 3 clusters Score -7155616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -7155615.000000 Penalty: 5396.614258
	Iteration 77Q: 3 clusters Score -7155615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -7155607.500000 Penalty: 5396.614258
	Iteration 78Q: 3 clusters Score -7155608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -7155612.500000 Penalty: 5396.614258
	Iteration 79Q: 3 clusters Score -7155612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -7155611.000000 Penalty: 5396.614258
	Iteration 80F: 3 clusters Score -7155611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -7155611.000000 Penalty: 5396.614258
	Iteration 81Q: 3 clusters Score -7155611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -7155616.000000 Penalty: 5396.614258
	Iteration 82Q: 3 clusters Score -7155616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -7155613.000000 Penalty: 5396.614258
	Iteration 83Q: 3 clusters Score -7155613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -7155627.000000 Penalty: 5396.614258
	Iteration 84Q: 3 clusters Score -7155627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -7155642.500000 Penalty: 5396.614258
	Iteration 85Q: 3 clusters Score -7155642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -7155646.000000 Penalty: 5396.614258
	Iteration 86Q: 3 clusters Score -7155646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -7155644.000000 Penalty: 5396.614258
	Iteration 87Q: 3 clusters Score -7155644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -7155644.500000 Penalty: 5396.614258
	Iteration 88Q: 3 clusters Score -7155644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -7155639.500000 Penalty: 5396.614258
	Iteration 89Q: 3 clusters Score -7155640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -7155642.000000 Penalty: 5396.614258
	Iteration 90Q: 3 clusters Score -7155642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -7155636.500000 Penalty: 5396.614258
	Iteration 91Q: 3 clusters Score -7155636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -7155635.500000 Penalty: 5396.614258
	Iteration 92Q: 3 clusters Score -7155636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -7155637.000000 Penalty: 5396.614258
	Iteration 93Q: 3 clusters Score -7155637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -7155632.500000 Penalty: 5396.614258
	Iteration 94Q: 3 clusters Score -7155632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -7155633.500000 Penalty: 5396.614258
	Iteration 95Q: 3 clusters Score -7155634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -7155625.500000 Penalty: 5396.614258
	Iteration 96Q: 3 clusters Score -7155626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -7155629.500000 Penalty: 5396.614258
	Iteration 97Q: 3 clusters Score -7155630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -7155629.500000 Penalty: 5396.614258
	Iteration 98F: 3 clusters Score -7155630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -152883.312500 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -152883.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -150858.656250 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -150858.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -151216.562500 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -151216.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -151357.484375 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -151357.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -151448.437500 Penalty: 3497.290771
	Iteration 3F: 3 clusters Score -151448.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -151498.484375 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -151498.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -151550.156250 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -151550.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -151601.625000 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -151601.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -151651.218750 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -151651.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -151704.015625 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -151704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -151746.421875 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -151746.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -151777.703125 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -151777.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -151793.406250 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -151793.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -151818.531250 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -151818.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -151842.562500 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -151842.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -151859.765625 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -151859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -151868.812500 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -151868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -151875.906250 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -151875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -151878.343750 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -151878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -151887.468750 Penalty: 3497.290771
	Iteration 18Q: 3 clusters Score -151887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -151889.015625 Penalty: 3497.290771
	Iteration 19Q: 3 clusters Score -151889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -151889.734375 Penalty: 3497.290771
	Iteration 20F: 3 clusters Score -151889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -151892.968750 Penalty: 3497.290771
	Iteration 21Q: 3 clusters Score -151893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -151893.687500 Penalty: 3497.290771
	Iteration 22Q: 3 clusters Score -151893.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -151894.281250 Penalty: 3497.290771
	Iteration 23Q: 3 clusters Score -151894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -151895.578125 Penalty: 3497.290771
	Iteration 24Q: 3 clusters Score -151895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -151896.468750 Penalty: 3497.290771
	Iteration 25Q: 3 clusters Score -151896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -151896.468750 Penalty: 3497.290771
	Iteration 26F: 3 clusters Score -151896.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -107493.125000 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -107493.1 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 406 members 
Entering Unmasked Estep 
Score: -105699.320312 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -105699.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106041.109375 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -106041.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -106245.835938 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -106245.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -106410.140625 Penalty: 3345.637207
	Iteration 3F: 3 clusters Score -106410.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -106555.484375 Penalty: 3345.637207
	Iteration 4F: 3 clusters Score -106555.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -106627.984375 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -106628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -106659.328125 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -106659.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -106688.132812 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -106688.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -106727.250000 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -106727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -106738.859375 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -106738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -106740.281250 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -106740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -106746.390625 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -106746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -106750.859375 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -106750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -106757.257812 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -106757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -106762.695312 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -106762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -106763.757812 Penalty: 3345.637207
	Iteration 15Q: 3 clusters Score -106763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -106763.757812 Penalty: 3345.637207
	Iteration 16F: 3 clusters Score -106763.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Entering Unmasked Estep 
Score: -569979.375000 Penalty: 2075.436035
	Iteration 0F: 2 clusters Score -569979.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -565871.625000 Penalty: 4150.872070
	Iteration 0F: 3 clusters Score -565871.6 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -566906.000000 Penalty: 4150.872070
	Iteration 1F: 3 clusters Score -566906 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -567234.562500 Penalty: 4150.872070
	Iteration 2F: 3 clusters Score -567234.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -567469.375000 Penalty: 4150.872070
	Iteration 3F: 3 clusters Score -567469.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -567655.125000 Penalty: 4150.872070
	Iteration 4F: 3 clusters Score -567655.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -567807.750000 Penalty: 4150.872070
	Iteration 5Q: 3 clusters Score -567807.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -567913.437500 Penalty: 4150.872070
	Iteration 6Q: 3 clusters Score -567913.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -567992.500000 Penalty: 4150.872070
	Iteration 7Q: 3 clusters Score -567992.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -568064.812500 Penalty: 4150.872070
	Iteration 8Q: 3 clusters Score -568064.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -568121.500000 Penalty: 4150.872070
	Iteration 9Q: 3 clusters Score -568121.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -568168.562500 Penalty: 4150.872070
	Iteration 10Q: 3 clusters Score -568168.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -568209.125000 Penalty: 4150.872070
	Iteration 11Q: 3 clusters Score -568209.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -568238.625000 Penalty: 4150.872070
	Iteration 12Q: 3 clusters Score -568238.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -568268.312500 Penalty: 4150.872070
	Iteration 13Q: 3 clusters Score -568268.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -568292.687500 Penalty: 4150.872070
	Iteration 14Q: 3 clusters Score -568292.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -568307.437500 Penalty: 4150.872070
	Iteration 15Q: 3 clusters Score -568307.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -568319.687500 Penalty: 4150.872070
	Iteration 16Q: 3 clusters Score -568319.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -568328.125000 Penalty: 4150.872070
	Iteration 17Q: 3 clusters Score -568328.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -568336.062500 Penalty: 4150.872070
	Iteration 18Q: 3 clusters Score -568336.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -568342.187500 Penalty: 4150.872070
	Iteration 19Q: 3 clusters Score -568342.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -568349.250000 Penalty: 4150.872070
	Iteration 20F: 3 clusters Score -568349.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -568379.875000 Penalty: 4150.872070
	Iteration 21Q: 3 clusters Score -568379.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -568389.937500 Penalty: 4150.872070
	Iteration 22Q: 3 clusters Score -568389.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -568393.812500 Penalty: 4150.872070
	Iteration 23Q: 3 clusters Score -568393.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -568399.750000 Penalty: 4150.872070
	Iteration 24Q: 3 clusters Score -568399.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -568411.500000 Penalty: 4150.872070
	Iteration 25Q: 3 clusters Score -568411.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -568422.562500 Penalty: 4150.872070
	Iteration 26Q: 3 clusters Score -568422.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -568430.687500 Penalty: 4150.872070
	Iteration 27Q: 3 clusters Score -568430.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -568438.875000 Penalty: 4150.872070
	Iteration 28Q: 3 clusters Score -568438.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -568441.750000 Penalty: 4150.872070
	Iteration 29Q: 3 clusters Score -568441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -568444.625000 Penalty: 4150.872070
	Iteration 30Q: 3 clusters Score -568444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -568447.312500 Penalty: 4150.872070
	Iteration 31Q: 3 clusters Score -568447.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -568450.312500 Penalty: 4150.872070
	Iteration 32Q: 3 clusters Score -568450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -568452.437500 Penalty: 4150.872070
	Iteration 33Q: 3 clusters Score -568452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -568455.250000 Penalty: 4150.872070
	Iteration 34Q: 3 clusters Score -568455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -568458.562500 Penalty: 4150.872070
	Iteration 35Q: 3 clusters Score -568458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -568459.312500 Penalty: 4150.872070
	Iteration 36Q: 3 clusters Score -568459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -568459.937500 Penalty: 4150.872070
	Iteration 37Q: 3 clusters Score -568459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -568461.250000 Penalty: 4150.872070
	Iteration 38Q: 3 clusters Score -568461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -568462.187500 Penalty: 4150.872070
	Iteration 39Q: 3 clusters Score -568462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -568462.187500 Penalty: 4150.872070
	Iteration 40F: 3 clusters Score -568462.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167251 members 
Entering Unmasked Estep 
Score: -23029366.000000 Penalty: 2982.758301
	Iteration 0F: 2 clusters Score -2.302937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -22919322.000000 Penalty: 5965.516602
	Iteration 0F: 3 clusters Score -2.291932e+07 nChanged 80140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -22966764.000000 Penalty: 5965.516602
	Iteration 1F: 3 clusters Score -2.296676e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76339 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -22968664.000000 Penalty: 5965.516602
	Iteration 2Q: 3 clusters Score -2.296866e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -22971760.000000 Penalty: 5965.516602
	Iteration 3Q: 3 clusters Score -2.297176e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 99180 members 
Entering Unmasked Estep 
Score: -22975860.000000 Penalty: 5965.516602
	Iteration 4Q: 3 clusters Score -2.297586e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 105145 members 
Entering Unmasked Estep 
Score: -22981742.000000 Penalty: 5965.516602
	Iteration 5F: 3 clusters Score -2.298174e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 112082 members 
Entering Unmasked Estep 
Score: -22988980.000000 Penalty: 5965.516602
	Iteration 6F: 3 clusters Score -2.298898e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 119107 members 
Entering Unmasked Estep 
Score: -22996690.000000 Penalty: 5965.516602
	Iteration 7F: 3 clusters Score -2.299669e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 125158 members 
Entering Unmasked Estep 
Score: -23003330.000000 Penalty: 5965.516602
	Iteration 8F: 3 clusters Score -2.300333e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 130064 members 
Entering Unmasked Estep 
Score: -23007980.000000 Penalty: 5965.516602
	Iteration 9Q: 3 clusters Score -2.300798e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 134061 members 
Entering Unmasked Estep 
Score: -23011548.000000 Penalty: 5965.516602
	Iteration 10Q: 3 clusters Score -2.301155e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 137705 members 
Entering Unmasked Estep 
Score: -23013880.000000 Penalty: 5965.516602
	Iteration 11Q: 3 clusters Score -2.301388e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 141240 members 
Entering Unmasked Estep 
Score: -23015658.000000 Penalty: 5965.516602
	Iteration 12Q: 3 clusters Score -2.301566e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 144742 members 
Entering Unmasked Estep 
Score: -23017118.000000 Penalty: 5965.516602
	Iteration 13Q: 3 clusters Score -2.301712e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 147990 members 
Entering Unmasked Estep 
Score: -23018492.000000 Penalty: 5965.516602
	Iteration 14Q: 3 clusters Score -2.301849e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 151150 members 
Entering Unmasked Estep 
Score: -23019982.000000 Penalty: 5965.516602
	Iteration 15Q: 3 clusters Score -2.301998e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 154118 members 
Entering Unmasked Estep 
Score: -23021434.000000 Penalty: 5965.516602
	Iteration 16Q: 3 clusters Score -2.302143e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
Score: -23022532.000000 Penalty: 5965.516602
	Iteration 17Q: 3 clusters Score -2.302253e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 159089 members 
Entering Unmasked Estep 
Score: -23023576.000000 Penalty: 5965.516602
	Iteration 18Q: 3 clusters Score -2.302358e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 161018 members 
Entering Unmasked Estep 
Score: -23024506.000000 Penalty: 5965.516602
	Iteration 19Q: 3 clusters Score -2.302451e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 162487 members 
Entering Unmasked Estep 
Score: -23025224.000000 Penalty: 5965.516602
	Iteration 20F: 3 clusters Score -2.302522e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 163599 members 
Entering Unmasked Estep 
Score: -23025758.000000 Penalty: 5965.516602
	Iteration 21Q: 3 clusters Score -2.302576e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 164390 members 
Entering Unmasked Estep 
Score: -23026042.000000 Penalty: 5965.516602
	Iteration 22Q: 3 clusters Score -2.302604e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 164947 members 
Entering Unmasked Estep 
Score: -23026258.000000 Penalty: 5965.516602
	Iteration 23Q: 3 clusters Score -2.302626e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -23026476.000000 Penalty: 5965.516602
	Iteration 24Q: 3 clusters Score -2.302648e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 165608 members 
Entering Unmasked Estep 
Score: -23026598.000000 Penalty: 5965.516602
	Iteration 25Q: 3 clusters Score -2.30266e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 165807 members 
Entering Unmasked Estep 
Score: -23026698.000000 Penalty: 5965.516602
	Iteration 26Q: 3 clusters Score -2.30267e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 165942 members 
Entering Unmasked Estep 
Score: -23026742.000000 Penalty: 5965.516602
	Iteration 27Q: 3 clusters Score -2.302674e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 166019 members 
Entering Unmasked Estep 
Score: -23026772.000000 Penalty: 5965.516602
	Iteration 28Q: 3 clusters Score -2.302677e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 166074 members 
Entering Unmasked Estep 
Score: -23026762.000000 Penalty: 5965.516602
	Iteration 29Q: 3 clusters Score -2.302676e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 166123 members 
Entering Unmasked Estep 
Score: -23026774.000000 Penalty: 5965.516602
	Iteration 30Q: 3 clusters Score -2.302677e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 166159 members 
Entering Unmasked Estep 
Score: -23026808.000000 Penalty: 5965.516602
	Iteration 31Q: 3 clusters Score -2.302681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 166184 members 
Entering Unmasked Estep 
Score: -23026824.000000 Penalty: 5965.516602
	Iteration 32Q: 3 clusters Score -2.302682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 166199 members 
Entering Unmasked Estep 
Score: -23026840.000000 Penalty: 5965.516602
	Iteration 33Q: 3 clusters Score -2.302684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 166222 members 
Entering Unmasked Estep 
Score: -23026872.000000 Penalty: 5965.516602
	Iteration 34Q: 3 clusters Score -2.302687e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 166239 members 
Entering Unmasked Estep 
Score: -23026876.000000 Penalty: 5965.516602
	Iteration 35Q: 3 clusters Score -2.302688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 166258 members 
Entering Unmasked Estep 
Score: -23026870.000000 Penalty: 5965.516602
	Iteration 36Q: 3 clusters Score -2.302687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 166278 members 
Entering Unmasked Estep 
Score: -23026888.000000 Penalty: 5965.516602
	Iteration 37Q: 3 clusters Score -2.302689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 166294 members 
Entering Unmasked Estep 
Score: -23026896.000000 Penalty: 5965.516602
	Iteration 38Q: 3 clusters Score -2.30269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 166310 members 
Entering Unmasked Estep 
Score: -23026902.000000 Penalty: 5965.516602
	Iteration 39Q: 3 clusters Score -2.30269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 166326 members 
Entering Unmasked Estep 
Score: -23026906.000000 Penalty: 5965.516602
	Iteration 40F: 3 clusters Score -2.302691e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 166339 members 
Entering Unmasked Estep 
Score: -23026920.000000 Penalty: 5965.516602
	Iteration 41Q: 3 clusters Score -2.302692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 166349 members 
Entering Unmasked Estep 
Score: -23026910.000000 Penalty: 5965.516602
	Iteration 42Q: 3 clusters Score -2.302691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 166363 members 
Entering Unmasked Estep 
Score: -23026920.000000 Penalty: 5965.516602
	Iteration 43Q: 3 clusters Score -2.302692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 166374 members 
Entering Unmasked Estep 
Score: -23026920.000000 Penalty: 5965.516602
	Iteration 44Q: 3 clusters Score -2.302692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 166386 members 
Entering Unmasked Estep 
Score: -23026942.000000 Penalty: 5965.516602
	Iteration 45Q: 3 clusters Score -2.302694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 166395 members 
Entering Unmasked Estep 
Score: -23026948.000000 Penalty: 5965.516602
	Iteration 46Q: 3 clusters Score -2.302695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 166399 members 
Entering Unmasked Estep 
Score: -23026944.000000 Penalty: 5965.516602
	Iteration 47Q: 3 clusters Score -2.302694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 166404 members 
Entering Unmasked Estep 
Score: -23026956.000000 Penalty: 5965.516602
	Iteration 48Q: 3 clusters Score -2.302696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 166409 members 
Entering Unmasked Estep 
Score: -23026944.000000 Penalty: 5965.516602
	Iteration 49Q: 3 clusters Score -2.302694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 166412 members 
Entering Unmasked Estep 
Score: -23026940.000000 Penalty: 5965.516602
	Iteration 50Q: 3 clusters Score -2.302694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 166415 members 
Entering Unmasked Estep 
Score: -23026946.000000 Penalty: 5965.516602
	Iteration 51Q: 3 clusters Score -2.302695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 166418 members 
Entering Unmasked Estep 
Score: -23026932.000000 Penalty: 5965.516602
	Iteration 52Q: 3 clusters Score -2.302693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 166421 members 
Entering Unmasked Estep 
Score: -23026944.000000 Penalty: 5965.516602
	Iteration 53Q: 3 clusters Score -2.302694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -23026944.000000 Penalty: 5965.516602
	Iteration 54Q: 3 clusters Score -2.302694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 166426 members 
Entering Unmasked Estep 
Score: -23026942.000000 Penalty: 5965.516602
	Iteration 55Q: 3 clusters Score -2.302694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 166427 members 
Entering Unmasked Estep 
Score: -23026950.000000 Penalty: 5965.516602
	Iteration 56Q: 3 clusters Score -2.302695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 166428 members 
Entering Unmasked Estep 
Score: -23026934.000000 Penalty: 5965.516602
	Iteration 57Q: 3 clusters Score -2.302693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 166430 members 
Entering Unmasked Estep 
Score: -23026954.000000 Penalty: 5965.516602
	Iteration 58Q: 3 clusters Score -2.302695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 166434 members 
Entering Unmasked Estep 
Score: -23026960.000000 Penalty: 5965.516602
	Iteration 59Q: 3 clusters Score -2.302696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 166437 members 
Entering Unmasked Estep 
Score: -23026968.000000 Penalty: 5965.516602
	Iteration 60F: 3 clusters Score -2.302697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 166440 members 
Entering Unmasked Estep 
Score: -23026978.000000 Penalty: 5965.516602
	Iteration 61Q: 3 clusters Score -2.302698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 166444 members 
Entering Unmasked Estep 
Score: -23026974.000000 Penalty: 5965.516602
	Iteration 62Q: 3 clusters Score -2.302697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 166448 members 
Entering Unmasked Estep 
Score: -23026970.000000 Penalty: 5965.516602
	Iteration 63Q: 3 clusters Score -2.302697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 166449 members 
Entering Unmasked Estep 
Score: -23026958.000000 Penalty: 5965.516602
	Iteration 64Q: 3 clusters Score -2.302696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 166452 members 
Entering Unmasked Estep 
Score: -23026962.000000 Penalty: 5965.516602
	Iteration 65Q: 3 clusters Score -2.302696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 166456 members 
Entering Unmasked Estep 
Score: -23026978.000000 Penalty: 5965.516602
	Iteration 66Q: 3 clusters Score -2.302698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 166457 members 
Entering Unmasked Estep 
Score: -23026980.000000 Penalty: 5965.516602
	Iteration 67Q: 3 clusters Score -2.302698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 166457 members 
Entering Unmasked Estep 
Score: -23026984.000000 Penalty: 5965.516602
	Iteration 68Q: 3 clusters Score -2.302698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 166457 members 
Entering Unmasked Estep 
Score: -23026986.000000 Penalty: 5965.516602
	Iteration 69Q: 3 clusters Score -2.302699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 166459 members 
Entering Unmasked Estep 
Score: -23026990.000000 Penalty: 5965.516602
	Iteration 70Q: 3 clusters Score -2.302699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 166466 members 
Entering Unmasked Estep 
Score: -23026976.000000 Penalty: 5965.516602
	Iteration 71Q: 3 clusters Score -2.302698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 166469 members 
Entering Unmasked Estep 
Score: -23026994.000000 Penalty: 5965.516602
	Iteration 72Q: 3 clusters Score -2.302699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -23026996.000000 Penalty: 5965.516602
	Iteration 73Q: 3 clusters Score -2.3027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 166477 members 
Entering Unmasked Estep 
Score: -23027006.000000 Penalty: 5965.516602
	Iteration 74Q: 3 clusters Score -2.302701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 166479 members 
Entering Unmasked Estep 
Score: -23026998.000000 Penalty: 5965.516602
	Iteration 75Q: 3 clusters Score -2.3027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 166480 members 
Entering Unmasked Estep 
Score: -23026998.000000 Penalty: 5965.516602
	Iteration 76Q: 3 clusters Score -2.3027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 166482 members 
Entering Unmasked Estep 
Score: -23027014.000000 Penalty: 5965.516602
	Iteration 77Q: 3 clusters Score -2.302701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 166486 members 
Entering Unmasked Estep 
Score: -23027008.000000 Penalty: 5965.516602
	Iteration 78Q: 3 clusters Score -2.302701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 166487 members 
Entering Unmasked Estep 
Score: -23027000.000000 Penalty: 5965.516602
	Iteration 79Q: 3 clusters Score -2.3027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -23027002.000000 Penalty: 5965.516602
	Iteration 80F: 3 clusters Score -2.3027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -23026998.000000 Penalty: 5965.516602
	Iteration 81Q: 3 clusters Score -2.3027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -23026998.000000 Penalty: 5965.516602
	Iteration 82F: 3 clusters Score -2.3027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Entering Unmasked Estep 
Score: -3912478.250000 Penalty: 2546.711426
	Iteration 0F: 2 clusters Score -3912478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3892669.500000 Penalty: 5093.422852
	Iteration 0F: 3 clusters Score -3892670 nChanged 12953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3899710.750000 Penalty: 5093.422852
	Iteration 1F: 3 clusters Score -3899711 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3900249.000000 Penalty: 5093.422852
	Iteration 2Q: 3 clusters Score -3900249 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3900826.750000 Penalty: 5093.422852
	Iteration 3Q: 3 clusters Score -3900827 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3901392.750000 Penalty: 5093.422852
	Iteration 4Q: 3 clusters Score -3901393 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3901946.500000 Penalty: 5093.422852
	Iteration 5Q: 3 clusters Score -3901946 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3902477.000000 Penalty: 5093.422852
	Iteration 6Q: 3 clusters Score -3902477 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3902939.750000 Penalty: 5093.422852
	Iteration 7Q: 3 clusters Score -3902940 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3903411.750000 Penalty: 5093.422852
	Iteration 8Q: 3 clusters Score -3903412 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3903890.250000 Penalty: 5093.422852
	Iteration 9Q: 3 clusters Score -3903890 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3904415.000000 Penalty: 5093.422852
	Iteration 10Q: 3 clusters Score -3904415 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3904969.750000 Penalty: 5093.422852
	Iteration 11Q: 3 clusters Score -3904970 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3905531.000000 Penalty: 5093.422852
	Iteration 12Q: 3 clusters Score -3905531 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3906088.750000 Penalty: 5093.422852
	Iteration 13Q: 3 clusters Score -3906089 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3906492.500000 Penalty: 5093.422852
	Iteration 14Q: 3 clusters Score -3906492 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3906774.750000 Penalty: 5093.422852
	Iteration 15Q: 3 clusters Score -3906775 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3907008.250000 Penalty: 5093.422852
	Iteration 16Q: 3 clusters Score -3907008 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3907182.000000 Penalty: 5093.422852
	Iteration 17Q: 3 clusters Score -3907182 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3907348.750000 Penalty: 5093.422852
	Iteration 18Q: 3 clusters Score -3907349 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3907532.250000 Penalty: 5093.422852
	Iteration 19Q: 3 clusters Score -3907532 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3907695.250000 Penalty: 5093.422852
	Iteration 20F: 3 clusters Score -3907695 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3907889.500000 Penalty: 5093.422852
	Iteration 21Q: 3 clusters Score -3907890 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3908083.750000 Penalty: 5093.422852
	Iteration 22Q: 3 clusters Score -3908084 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3908251.750000 Penalty: 5093.422852
	Iteration 23Q: 3 clusters Score -3908252 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -3908409.750000 Penalty: 5093.422852
	Iteration 24Q: 3 clusters Score -3908410 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3908595.500000 Penalty: 5093.422852
	Iteration 25Q: 3 clusters Score -3908596 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3908778.500000 Penalty: 5093.422852
	Iteration 26Q: 3 clusters Score -3908778 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3908981.500000 Penalty: 5093.422852
	Iteration 27Q: 3 clusters Score -3908982 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3909182.750000 Penalty: 5093.422852
	Iteration 28Q: 3 clusters Score -3909183 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3909365.250000 Penalty: 5093.422852
	Iteration 29Q: 3 clusters Score -3909365 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3909567.750000 Penalty: 5093.422852
	Iteration 30Q: 3 clusters Score -3909568 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3909722.000000 Penalty: 5093.422852
	Iteration 31Q: 3 clusters Score -3909722 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3909910.250000 Penalty: 5093.422852
	Iteration 32Q: 3 clusters Score -3909910 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3910093.750000 Penalty: 5093.422852
	Iteration 33Q: 3 clusters Score -3910094 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3910220.500000 Penalty: 5093.422852
	Iteration 34Q: 3 clusters Score -3910220 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3910347.500000 Penalty: 5093.422852
	Iteration 35Q: 3 clusters Score -3910348 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3910456.000000 Penalty: 5093.422852
	Iteration 36Q: 3 clusters Score -3910456 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3910518.250000 Penalty: 5093.422852
	Iteration 37Q: 3 clusters Score -3910518 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3910560.750000 Penalty: 5093.422852
	Iteration 38Q: 3 clusters Score -3910561 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3910591.500000 Penalty: 5093.422852
	Iteration 39Q: 3 clusters Score -3910592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -3910624.000000 Penalty: 5093.422852
	Iteration 40F: 3 clusters Score -3910624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3910656.500000 Penalty: 5093.422852
	Iteration 41Q: 3 clusters Score -3910656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3910680.250000 Penalty: 5093.422852
	Iteration 42Q: 3 clusters Score -3910680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -3910697.500000 Penalty: 5093.422852
	Iteration 43Q: 3 clusters Score -3910698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3910706.750000 Penalty: 5093.422852
	Iteration 44Q: 3 clusters Score -3910707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3910712.250000 Penalty: 5093.422852
	Iteration 45Q: 3 clusters Score -3910712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -3910710.750000 Penalty: 5093.422852
	Iteration 46Q: 3 clusters Score -3910711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3910717.750000 Penalty: 5093.422852
	Iteration 47Q: 3 clusters Score -3910718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3910724.250000 Penalty: 5093.422852
	Iteration 48Q: 3 clusters Score -3910724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3910722.500000 Penalty: 5093.422852
	Iteration 49Q: 3 clusters Score -3910722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -3910729.250000 Penalty: 5093.422852
	Iteration 50Q: 3 clusters Score -3910729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3910726.750000 Penalty: 5093.422852
	Iteration 51Q: 3 clusters Score -3910727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3910733.000000 Penalty: 5093.422852
	Iteration 52Q: 3 clusters Score -3910733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3910732.500000 Penalty: 5093.422852
	Iteration 53Q: 3 clusters Score -3910732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3910736.000000 Penalty: 5093.422852
	Iteration 54Q: 3 clusters Score -3910736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3910739.500000 Penalty: 5093.422852
	Iteration 55Q: 3 clusters Score -3910740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3910740.000000 Penalty: 5093.422852
	Iteration 56Q: 3 clusters Score -3910740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3910739.750000 Penalty: 5093.422852
	Iteration 57Q: 3 clusters Score -3910740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3910743.000000 Penalty: 5093.422852
	Iteration 58Q: 3 clusters Score -3910743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3910748.500000 Penalty: 5093.422852
	Iteration 59Q: 3 clusters Score -3910748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3910745.750000 Penalty: 5093.422852
	Iteration 60F: 3 clusters Score -3910746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3910750.250000 Penalty: 5093.422852
	Iteration 61Q: 3 clusters Score -3910750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3910755.000000 Penalty: 5093.422852
	Iteration 62Q: 3 clusters Score -3910755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3910760.500000 Penalty: 5093.422852
	Iteration 63Q: 3 clusters Score -3910760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3910766.500000 Penalty: 5093.422852
	Iteration 64Q: 3 clusters Score -3910766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3910773.500000 Penalty: 5093.422852
	Iteration 65Q: 3 clusters Score -3910774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3910770.750000 Penalty: 5093.422852
	Iteration 66Q: 3 clusters Score -3910771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3910782.250000 Penalty: 5093.422852
	Iteration 67Q: 3 clusters Score -3910782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3910786.000000 Penalty: 5093.422852
	Iteration 68Q: 3 clusters Score -3910786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3910789.250000 Penalty: 5093.422852
	Iteration 69Q: 3 clusters Score -3910789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3910793.000000 Penalty: 5093.422852
	Iteration 70Q: 3 clusters Score -3910793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3910792.500000 Penalty: 5093.422852
	Iteration 71Q: 3 clusters Score -3910792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3910794.500000 Penalty: 5093.422852
	Iteration 72Q: 3 clusters Score -3910794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3910794.000000 Penalty: 5093.422852
	Iteration 73Q: 3 clusters Score -3910794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3910790.250000 Penalty: 5093.422852
	Iteration 74Q: 3 clusters Score -3910790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3910790.250000 Penalty: 5093.422852
	Iteration 75F: 3 clusters Score -3910790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -160940.218750 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -160940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -158884.968750 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -158885 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -159185.250000 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -159185.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -159263.671875 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -159263.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159297.562500 Penalty: 3517.504150
	Iteration 3Q: 3 clusters Score -159297.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159328.296875 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -159328.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -159344.015625 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -159344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159366.937500 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -159366.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159386.875000 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -159386.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159429.531250 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -159429.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -159449.562500 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -159449.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -159461.625000 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -159461.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159475.937500 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -159475.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159489.625000 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -159489.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -159507.875000 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -159507.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159523.593750 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -159523.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -159538.468750 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -159538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -159545.296875 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -159545.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -159554.640625 Penalty: 3517.504150
	Iteration 17Q: 3 clusters Score -159554.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -159570.578125 Penalty: 3517.504150
	Iteration 18Q: 3 clusters Score -159570.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -159588.140625 Penalty: 3517.504150
	Iteration 19Q: 3 clusters Score -159588.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -159614.187500 Penalty: 3517.504150
	Iteration 20F: 3 clusters Score -159614.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -159640.578125 Penalty: 3517.504150
	Iteration 21Q: 3 clusters Score -159640.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -159707.921875 Penalty: 3517.504150
	Iteration 22Q: 3 clusters Score -159707.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -159740.484375 Penalty: 3517.504150
	Iteration 23Q: 3 clusters Score -159740.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -159757.437500 Penalty: 3517.504150
	Iteration 24Q: 3 clusters Score -159757.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -159769.359375 Penalty: 3517.504150
	Iteration 25Q: 3 clusters Score -159769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -159782.296875 Penalty: 3517.504150
	Iteration 26Q: 3 clusters Score -159782.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -159795.796875 Penalty: 3517.504150
	Iteration 27Q: 3 clusters Score -159795.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -159804.421875 Penalty: 3517.504150
	Iteration 28Q: 3 clusters Score -159804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -159808.953125 Penalty: 3517.504150
	Iteration 29Q: 3 clusters Score -159809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -159814.656250 Penalty: 3517.504150
	Iteration 30Q: 3 clusters Score -159814.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -159820.843750 Penalty: 3517.504150
	Iteration 31Q: 3 clusters Score -159820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -159830.328125 Penalty: 3517.504150
	Iteration 32Q: 3 clusters Score -159830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -159840.531250 Penalty: 3517.504150
	Iteration 33Q: 3 clusters Score -159840.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -159847.453125 Penalty: 3517.504150
	Iteration 34Q: 3 clusters Score -159847.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -159851.640625 Penalty: 3517.504150
	Iteration 35Q: 3 clusters Score -159851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -159855.375000 Penalty: 3517.504150
	Iteration 36Q: 3 clusters Score -159855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -159856.000000 Penalty: 3517.504150
	Iteration 37Q: 3 clusters Score -159856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -159856.921875 Penalty: 3517.504150
	Iteration 38Q: 3 clusters Score -159856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -159861.390625 Penalty: 3517.504150
	Iteration 39Q: 3 clusters Score -159861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -159864.921875 Penalty: 3517.504150
	Iteration 40F: 3 clusters Score -159864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -159869.531250 Penalty: 3517.504150
	Iteration 41Q: 3 clusters Score -159869.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -159877.828125 Penalty: 3517.504150
	Iteration 42Q: 3 clusters Score -159877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -159880.843750 Penalty: 3517.504150
	Iteration 43Q: 3 clusters Score -159880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -159881.953125 Penalty: 3517.504150
	Iteration 44Q: 3 clusters Score -159882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -159883.718750 Penalty: 3517.504150
	Iteration 45Q: 3 clusters Score -159883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -159885.203125 Penalty: 3517.504150
	Iteration 46Q: 3 clusters Score -159885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -159885.203125 Penalty: 3517.504150
	Iteration 47F: 3 clusters Score -159885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (137071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137071 members 
Entering Unmasked Estep 
Score: -18913336.000000 Penalty: 2933.407227
	Iteration 0F: 2 clusters Score -1.891334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -18821904.000000 Penalty: 5866.814453
	Iteration 0F: 3 clusters Score -1.88219e+07 nChanged 65436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -18860104.000000 Penalty: 5866.814453
	Iteration 1F: 3 clusters Score -1.88601e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -18861460.000000 Penalty: 5866.814453
	Iteration 2Q: 3 clusters Score -1.886146e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -18863674.000000 Penalty: 5866.814453
	Iteration 3Q: 3 clusters Score -1.886367e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 76234 members 
Entering Unmasked Estep 
Score: -18866808.000000 Penalty: 5866.814453
	Iteration 4Q: 3 clusters Score -1.886681e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -18871440.000000 Penalty: 5866.814453
	Iteration 5F: 3 clusters Score -1.887144e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 85679 members 
Entering Unmasked Estep 
Score: -18877850.000000 Penalty: 5866.814453
	Iteration 6F: 3 clusters Score -1.887785e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -18885110.000000 Penalty: 5866.814453
	Iteration 7F: 3 clusters Score -1.888511e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -18891112.000000 Penalty: 5866.814453
	Iteration 8F: 3 clusters Score -1.889111e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -18894514.000000 Penalty: 5866.814453
	Iteration 9Q: 3 clusters Score -1.889451e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 101398 members 
Entering Unmasked Estep 
Score: -18896456.000000 Penalty: 5866.814453
	Iteration 10Q: 3 clusters Score -1.889646e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 104046 members 
Entering Unmasked Estep 
Score: -18897732.000000 Penalty: 5866.814453
	Iteration 11Q: 3 clusters Score -1.889773e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 106541 members 
Entering Unmasked Estep 
Score: -18898906.000000 Penalty: 5866.814453
	Iteration 12Q: 3 clusters Score -1.889891e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -18899990.000000 Penalty: 5866.814453
	Iteration 13Q: 3 clusters Score -1.889999e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 111473 members 
Entering Unmasked Estep 
Score: -18901138.000000 Penalty: 5866.814453
	Iteration 14Q: 3 clusters Score -1.890114e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -18902184.000000 Penalty: 5866.814453
	Iteration 15Q: 3 clusters Score -1.890218e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 115980 members 
Entering Unmasked Estep 
Score: -18903312.000000 Penalty: 5866.814453
	Iteration 16Q: 3 clusters Score -1.890331e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 118085 members 
Entering Unmasked Estep 
Score: -18904134.000000 Penalty: 5866.814453
	Iteration 17Q: 3 clusters Score -1.890413e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 119997 members 
Entering Unmasked Estep 
Score: -18905012.000000 Penalty: 5866.814453
	Iteration 18Q: 3 clusters Score -1.890501e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 121734 members 
Entering Unmasked Estep 
Score: -18905792.000000 Penalty: 5866.814453
	Iteration 19Q: 3 clusters Score -1.890579e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 123361 members 
Entering Unmasked Estep 
Score: -18906468.000000 Penalty: 5866.814453
	Iteration 20F: 3 clusters Score -1.890647e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 124805 members 
Entering Unmasked Estep 
Score: -18907082.000000 Penalty: 5866.814453
	Iteration 21Q: 3 clusters Score -1.890708e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 126179 members 
Entering Unmasked Estep 
Score: -18907696.000000 Penalty: 5866.814453
	Iteration 22Q: 3 clusters Score -1.89077e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 127346 members 
Entering Unmasked Estep 
Score: -18908088.000000 Penalty: 5866.814453
	Iteration 23Q: 3 clusters Score -1.890809e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 128364 members 
Entering Unmasked Estep 
Score: -18908480.000000 Penalty: 5866.814453
	Iteration 24Q: 3 clusters Score -1.890848e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 129274 members 
Entering Unmasked Estep 
Score: -18908900.000000 Penalty: 5866.814453
	Iteration 25Q: 3 clusters Score -1.89089e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 130061 members 
Entering Unmasked Estep 
Score: -18909202.000000 Penalty: 5866.814453
	Iteration 26Q: 3 clusters Score -1.89092e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 130702 members 
Entering Unmasked Estep 
Score: -18909498.000000 Penalty: 5866.814453
	Iteration 27Q: 3 clusters Score -1.89095e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 131272 members 
Entering Unmasked Estep 
Score: -18909726.000000 Penalty: 5866.814453
	Iteration 28Q: 3 clusters Score -1.890973e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 131756 members 
Entering Unmasked Estep 
Score: -18909926.000000 Penalty: 5866.814453
	Iteration 29Q: 3 clusters Score -1.890993e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 132213 members 
Entering Unmasked Estep 
Score: -18910118.000000 Penalty: 5866.814453
	Iteration 30Q: 3 clusters Score -1.891012e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 132599 members 
Entering Unmasked Estep 
Score: -18910228.000000 Penalty: 5866.814453
	Iteration 31Q: 3 clusters Score -1.891023e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 132926 members 
Entering Unmasked Estep 
Score: -18910360.000000 Penalty: 5866.814453
	Iteration 32Q: 3 clusters Score -1.891036e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 133218 members 
Entering Unmasked Estep 
Score: -18910490.000000 Penalty: 5866.814453
	Iteration 33Q: 3 clusters Score -1.891049e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 133464 members 
Entering Unmasked Estep 
Score: -18910550.000000 Penalty: 5866.814453
	Iteration 34Q: 3 clusters Score -1.891055e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 133672 members 
Entering Unmasked Estep 
Score: -18910594.000000 Penalty: 5866.814453
	Iteration 35Q: 3 clusters Score -1.891059e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 133840 members 
Entering Unmasked Estep 
Score: -18910638.000000 Penalty: 5866.814453
	Iteration 36Q: 3 clusters Score -1.891064e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 133998 members 
Entering Unmasked Estep 
Score: -18910690.000000 Penalty: 5866.814453
	Iteration 37Q: 3 clusters Score -1.891069e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 134132 members 
Entering Unmasked Estep 
Score: -18910736.000000 Penalty: 5866.814453
	Iteration 38Q: 3 clusters Score -1.891074e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 134244 members 
Entering Unmasked Estep 
Score: -18910778.000000 Penalty: 5866.814453
	Iteration 39Q: 3 clusters Score -1.891078e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 134346 members 
Entering Unmasked Estep 
Score: -18910816.000000 Penalty: 5866.814453
	Iteration 40F: 3 clusters Score -1.891082e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 134425 members 
Entering Unmasked Estep 
Score: -18910838.000000 Penalty: 5866.814453
	Iteration 41Q: 3 clusters Score -1.891084e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 134494 members 
Entering Unmasked Estep 
Score: -18910850.000000 Penalty: 5866.814453
	Iteration 42Q: 3 clusters Score -1.891085e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 134561 members 
Entering Unmasked Estep 
Score: -18910882.000000 Penalty: 5866.814453
	Iteration 43Q: 3 clusters Score -1.891088e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 134634 members 
Entering Unmasked Estep 
Score: -18910880.000000 Penalty: 5866.814453
	Iteration 44Q: 3 clusters Score -1.891088e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 134692 members 
Entering Unmasked Estep 
Score: -18910918.000000 Penalty: 5866.814453
	Iteration 45Q: 3 clusters Score -1.891092e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 134748 members 
Entering Unmasked Estep 
Score: -18910938.000000 Penalty: 5866.814453
	Iteration 46Q: 3 clusters Score -1.891094e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 134799 members 
Entering Unmasked Estep 
Score: -18910950.000000 Penalty: 5866.814453
	Iteration 47Q: 3 clusters Score -1.891095e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 134847 members 
Entering Unmasked Estep 
Score: -18910962.000000 Penalty: 5866.814453
	Iteration 48Q: 3 clusters Score -1.891096e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 134890 members 
Entering Unmasked Estep 
Score: -18910984.000000 Penalty: 5866.814453
	Iteration 49Q: 3 clusters Score -1.891098e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 134934 members 
Entering Unmasked Estep 
Score: -18910960.000000 Penalty: 5866.814453
	Iteration 50Q: 3 clusters Score -1.891096e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 134977 members 
Entering Unmasked Estep 
Score: -18910958.000000 Penalty: 5866.814453
	Iteration 51Q: 3 clusters Score -1.891096e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 135018 members 
Entering Unmasked Estep 
Score: -18910982.000000 Penalty: 5866.814453
	Iteration 52Q: 3 clusters Score -1.891098e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 135049 members 
Entering Unmasked Estep 
Score: -18910990.000000 Penalty: 5866.814453
	Iteration 53Q: 3 clusters Score -1.891099e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 135085 members 
Entering Unmasked Estep 
Score: -18911014.000000 Penalty: 5866.814453
	Iteration 54Q: 3 clusters Score -1.891101e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 135124 members 
Entering Unmasked Estep 
Score: -18911004.000000 Penalty: 5866.814453
	Iteration 55Q: 3 clusters Score -1.8911e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 135160 members 
Entering Unmasked Estep 
Score: -18911018.000000 Penalty: 5866.814453
	Iteration 56Q: 3 clusters Score -1.891102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 135177 members 
Entering Unmasked Estep 
Score: -18911012.000000 Penalty: 5866.814453
	Iteration 57Q: 3 clusters Score -1.891101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 135193 members 
Entering Unmasked Estep 
Score: -18911008.000000 Penalty: 5866.814453
	Iteration 58Q: 3 clusters Score -1.891101e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 135215 members 
Entering Unmasked Estep 
Score: -18911028.000000 Penalty: 5866.814453
	Iteration 59Q: 3 clusters Score -1.891103e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 135236 members 
Entering Unmasked Estep 
Score: -18911018.000000 Penalty: 5866.814453
	Iteration 60F: 3 clusters Score -1.891102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 135253 members 
Entering Unmasked Estep 
Score: -18911008.000000 Penalty: 5866.814453
	Iteration 61Q: 3 clusters Score -1.891101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 135268 members 
Entering Unmasked Estep 
Score: -18911002.000000 Penalty: 5866.814453
	Iteration 62Q: 3 clusters Score -1.8911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 135280 members 
Entering Unmasked Estep 
Score: -18911020.000000 Penalty: 5866.814453
	Iteration 63Q: 3 clusters Score -1.891102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 135295 members 
Entering Unmasked Estep 
Score: -18911020.000000 Penalty: 5866.814453
	Iteration 64Q: 3 clusters Score -1.891102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 135312 members 
Entering Unmasked Estep 
Score: -18911048.000000 Penalty: 5866.814453
	Iteration 65Q: 3 clusters Score -1.891105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 135323 members 
Entering Unmasked Estep 
Score: -18911060.000000 Penalty: 5866.814453
	Iteration 66Q: 3 clusters Score -1.891106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 135330 members 
Entering Unmasked Estep 
Score: -18911060.000000 Penalty: 5866.814453
	Iteration 67Q: 3 clusters Score -1.891106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 135345 members 
Entering Unmasked Estep 
Score: -18911046.000000 Penalty: 5866.814453
	Iteration 68Q: 3 clusters Score -1.891105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 135356 members 
Entering Unmasked Estep 
Score: -18911046.000000 Penalty: 5866.814453
	Iteration 69Q: 3 clusters Score -1.891105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 135360 members 
Entering Unmasked Estep 
Score: -18911048.000000 Penalty: 5866.814453
	Iteration 70Q: 3 clusters Score -1.891105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 135362 members 
Entering Unmasked Estep 
Score: -18911058.000000 Penalty: 5866.814453
	Iteration 71Q: 3 clusters Score -1.891106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 135366 members 
Entering Unmasked Estep 
Score: -18911044.000000 Penalty: 5866.814453
	Iteration 72Q: 3 clusters Score -1.891104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
Score: -18911030.000000 Penalty: 5866.814453
	Iteration 73Q: 3 clusters Score -1.891103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 135374 members 
Entering Unmasked Estep 
Score: -18911028.000000 Penalty: 5866.814453
	Iteration 74Q: 3 clusters Score -1.891103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 135375 members 
Entering Unmasked Estep 
Score: -18911030.000000 Penalty: 5866.814453
	Iteration 75Q: 3 clusters Score -1.891103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 135376 members 
Entering Unmasked Estep 
Score: -18911022.000000 Penalty: 5866.814453
	Iteration 76Q: 3 clusters Score -1.891102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 135376 members 
Entering Unmasked Estep 
Score: -18911022.000000 Penalty: 5866.814453
	Iteration 77F: 3 clusters Score -1.891102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -80969.242188 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -80969.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79292.109375 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -79292.11 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79649.804688 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -79649.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79906.281250 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -79906.28 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -80151.796875 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -80151.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80357.937500 Penalty: 3237.141602
	Iteration 4F: 3 clusters Score -80357.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80586.476562 Penalty: 3237.141602
	Iteration 5F: 3 clusters Score -80586.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80834.867188 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -80834.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80898.953125 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -80898.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80916.421875 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -80916.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80923.843750 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -80923.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80923.843750 Penalty: 3237.141602
	Iteration 10F: 3 clusters Score -80923.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -57314.660156 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -57314.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55843.187500 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -55843.19 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56019.453125 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -56019.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56125.023438 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -56125.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56217.664062 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -56217.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56284.359375 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -56284.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56324.378906 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -56324.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56342.390625 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -56342.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56347.566406 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -56347.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56353.597656 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -56353.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56358.078125 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -56358.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56370.066406 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -56370.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56393.070312 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -56393.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56427.378906 Penalty: 3061.163330
	Iteration 12Q: 3 clusters Score -56427.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56535.234375 Penalty: 3061.163330
	Iteration 13Q: 3 clusters Score -56535.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56607.847656 Penalty: 3061.163330
	Iteration 14Q: 3 clusters Score -56607.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56625.347656 Penalty: 3061.163330
	Iteration 15Q: 3 clusters Score -56625.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56627.664062 Penalty: 3061.163330
	Iteration 16Q: 3 clusters Score -56627.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56627.664062 Penalty: 3061.163330
	Iteration 17F: 3 clusters Score -56627.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -31824.111328 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -31824.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30580.683594 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -30580.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30632.972656 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -30632.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30670.771484 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -30670.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30697.470703 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -30697.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30702.208984 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -30702.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30702.208984 Penalty: 2738.644775
	Iteration 5F: 3 clusters Score -30702.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146971 members 
Mstep: Class 2 contains 82023 members 
Mstep: Class 3 contains 43486 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151566 members 
Mstep: Class 10 contains 181114 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53118 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167251 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137071 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452336.000000 Penalty: 75454.375000
Iteration 319Q: 23 clusters Score -1.374523e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146967 members 
Mstep: Class 2 contains 82019 members 
Mstep: Class 3 contains 43489 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151568 members 
Mstep: Class 10 contains 181111 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53119 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167262 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137066 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452192.000000 Penalty: 75454.375000
Iteration 320F: 23 clusters Score -1.374522e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146956 members 
Mstep: Class 2 contains 82017 members 
Mstep: Class 3 contains 43490 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151571 members 
Mstep: Class 10 contains 181115 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53121 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167271 members 
Mstep: Class 17 contains 28827 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137057 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452256.000000 Penalty: 75454.375000
Iteration 321Q: 23 clusters Score -1.374523e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146956 members 
Mstep: Class 2 contains 82008 members 
Mstep: Class 3 contains 43492 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 151577 members 
Mstep: Class 10 contains 181107 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53122 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167281 members 
Mstep: Class 17 contains 28828 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137055 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452208.000000 Penalty: 75454.375000
Iteration 322Q: 23 clusters Score -1.374522e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146952 members 
Mstep: Class 2 contains 82001 members 
Mstep: Class 3 contains 43495 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 151573 members 
Mstep: Class 10 contains 181113 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53120 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167292 members 
Mstep: Class 17 contains 28829 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137051 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452240.000000 Penalty: 75454.375000
Iteration 323Q: 23 clusters Score -1.374522e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146950 members 
Mstep: Class 2 contains 81997 members 
Mstep: Class 3 contains 43492 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 151567 members 
Mstep: Class 10 contains 181116 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53117 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167304 members 
Mstep: Class 17 contains 28828 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137055 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452224.000000 Penalty: 75454.375000
Iteration 324Q: 23 clusters Score -1.374522e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146952 members 
Mstep: Class 2 contains 81998 members 
Mstep: Class 3 contains 43492 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 151560 members 
Mstep: Class 10 contains 181116 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53114 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167305 members 
Mstep: Class 17 contains 28827 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137063 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452352.000000 Penalty: 75454.375000
Iteration 325Q: 23 clusters Score -1.374524e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146956 members 
Mstep: Class 2 contains 81991 members 
Mstep: Class 3 contains 43493 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 151554 members 
Mstep: Class 10 contains 181117 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53111 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167311 members 
Mstep: Class 17 contains 28827 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137067 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452208.000000 Penalty: 75454.375000
Iteration 326Q: 23 clusters Score -1.374522e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146956 members 
Mstep: Class 2 contains 81981 members 
Mstep: Class 3 contains 43496 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7492 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151544 members 
Mstep: Class 10 contains 181127 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53111 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167318 members 
Mstep: Class 17 contains 28826 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137069 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452208.000000 Penalty: 75454.375000
Iteration 327Q: 23 clusters Score -1.374522e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146956 members 
Mstep: Class 2 contains 81971 members 
Mstep: Class 3 contains 43495 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7491 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151532 members 
Mstep: Class 10 contains 181134 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53109 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167333 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137074 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452272.000000 Penalty: 75454.375000
Iteration 328Q: 23 clusters Score -1.374523e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146964 members 
Mstep: Class 2 contains 81970 members 
Mstep: Class 3 contains 43496 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7490 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151523 members 
Mstep: Class 10 contains 181120 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53113 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167335 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137085 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452208.000000 Penalty: 75454.375000
Iteration 329Q: 23 clusters Score -1.374522e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146980 members 
Mstep: Class 2 contains 81969 members 
Mstep: Class 3 contains 43497 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7489 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151517 members 
Mstep: Class 10 contains 181116 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53113 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167329 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137087 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452144.000000 Penalty: 75454.375000
Iteration 330Q: 23 clusters Score -1.374521e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146984 members 
Mstep: Class 2 contains 81965 members 
Mstep: Class 3 contains 43495 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7487 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151510 members 
Mstep: Class 10 contains 181124 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53114 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167324 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137092 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452128.000000 Penalty: 75454.375000
Iteration 331Q: 23 clusters Score -1.374521e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146985 members 
Mstep: Class 2 contains 81960 members 
Mstep: Class 3 contains 43497 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7488 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151493 members 
Mstep: Class 10 contains 181140 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53116 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167318 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137098 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452240.000000 Penalty: 75454.375000
Iteration 332Q: 23 clusters Score -1.374522e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146988 members 
Mstep: Class 2 contains 81952 members 
Mstep: Class 3 contains 43499 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7488 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151474 members 
Mstep: Class 10 contains 181160 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53117 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167316 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137101 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452272.000000 Penalty: 75454.375000
Iteration 333Q: 23 clusters Score -1.374523e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146983 members 
Mstep: Class 2 contains 81945 members 
Mstep: Class 3 contains 43499 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7487 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151466 members 
Mstep: Class 10 contains 181173 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53119 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167315 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137108 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452272.000000 Penalty: 75454.375000
Iteration 334Q: 23 clusters Score -1.374523e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146980 members 
Mstep: Class 2 contains 81939 members 
Mstep: Class 3 contains 43502 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7486 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151453 members 
Mstep: Class 10 contains 181187 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53117 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167309 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137122 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452352.000000 Penalty: 75454.375000
Iteration 335Q: 23 clusters Score -1.374524e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146973 members 
Mstep: Class 2 contains 81934 members 
Mstep: Class 3 contains 43505 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7484 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151447 members 
Mstep: Class 10 contains 181193 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53116 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167310 members 
Mstep: Class 17 contains 28826 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137132 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452176.000000 Penalty: 75454.375000
Iteration 336Q: 23 clusters Score -1.374522e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146968 members 
Mstep: Class 2 contains 81927 members 
Mstep: Class 3 contains 43510 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7484 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151443 members 
Mstep: Class 10 contains 181199 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53117 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167315 members 
Mstep: Class 17 contains 28827 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137130 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452128.000000 Penalty: 75454.375000
Iteration 337Q: 23 clusters Score -1.374521e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146969 members 
Mstep: Class 2 contains 81923 members 
Mstep: Class 3 contains 43513 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7484 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151442 members 
Mstep: Class 10 contains 181193 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53119 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167319 members 
Mstep: Class 17 contains 28827 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137131 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452096.000000 Penalty: 75454.375000
Iteration 338Q: 23 clusters Score -1.374521e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 81924 members 
Mstep: Class 3 contains 43515 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7483 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151433 members 
Mstep: Class 10 contains 181182 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53122 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167328 members 
Mstep: Class 17 contains 28826 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137130 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452128.000000 Penalty: 75454.375000
Iteration 339Q: 23 clusters Score -1.374521e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146989 members 
Mstep: Class 2 contains 81927 members 
Mstep: Class 3 contains 43516 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151427 members 
Mstep: Class 10 contains 181192 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53121 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167317 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137125 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452032.000000 Penalty: 75454.375000
Iteration 340F: 23 clusters Score -1.37452e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146993 members 
Mstep: Class 2 contains 81930 members 
Mstep: Class 3 contains 43518 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151420 members 
Mstep: Class 10 contains 181191 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53122 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167315 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137124 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452000.000000 Penalty: 75454.375000
Iteration 341Q: 23 clusters Score -1.37452e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146997 members 
Mstep: Class 2 contains 81931 members 
Mstep: Class 3 contains 43517 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151416 members 
Mstep: Class 10 contains 181193 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53124 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167317 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137119 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452064.000000 Penalty: 75454.375000
Iteration 342Q: 23 clusters Score -1.374521e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 81932 members 
Mstep: Class 3 contains 43517 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151412 members 
Mstep: Class 10 contains 181194 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53124 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167324 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137119 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452048.000000 Penalty: 75454.375000
Iteration 343Q: 23 clusters Score -1.37452e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146993 members 
Mstep: Class 2 contains 81929 members 
Mstep: Class 3 contains 43517 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151409 members 
Mstep: Class 10 contains 181202 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53122 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167325 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137118 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452048.000000 Penalty: 75454.375000
Iteration 344Q: 23 clusters Score -1.37452e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146998 members 
Mstep: Class 2 contains 81927 members 
Mstep: Class 3 contains 43518 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151408 members 
Mstep: Class 10 contains 181197 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53120 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167329 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137117 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451984.000000 Penalty: 75454.375000
Iteration 345Q: 23 clusters Score -1.37452e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146998 members 
Mstep: Class 2 contains 81926 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 151402 members 
Mstep: Class 10 contains 181197 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53120 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167331 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137120 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 346Q: 23 clusters Score -1.374519e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146993 members 
Mstep: Class 2 contains 81923 members 
Mstep: Class 3 contains 43523 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7481 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151395 members 
Mstep: Class 10 contains 181199 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53120 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167350 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137110 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 347Q: 23 clusters Score -1.374519e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146984 members 
Mstep: Class 2 contains 81923 members 
Mstep: Class 3 contains 43527 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7481 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151388 members 
Mstep: Class 10 contains 181211 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53120 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167355 members 
Mstep: Class 17 contains 28826 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137103 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451872.000000 Penalty: 75454.375000
Iteration 348Q: 23 clusters Score -1.374519e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146979 members 
Mstep: Class 2 contains 81923 members 
Mstep: Class 3 contains 43529 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7481 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151382 members 
Mstep: Class 10 contains 181225 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53119 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167357 members 
Mstep: Class 17 contains 28827 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137096 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452000.000000 Penalty: 75454.375000
Iteration 349Q: 23 clusters Score -1.37452e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146984 members 
Mstep: Class 2 contains 81923 members 
Mstep: Class 3 contains 43528 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7481 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151381 members 
Mstep: Class 10 contains 181232 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53119 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167354 members 
Mstep: Class 17 contains 28829 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137087 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452032.000000 Penalty: 75454.375000
Iteration 350Q: 23 clusters Score -1.37452e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146987 members 
Mstep: Class 2 contains 81923 members 
Mstep: Class 3 contains 43528 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7481 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151384 members 
Mstep: Class 10 contains 181229 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53121 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167363 members 
Mstep: Class 17 contains 28828 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137074 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452128.000000 Penalty: 75454.375000
Iteration 351Q: 23 clusters Score -1.374521e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 81919 members 
Mstep: Class 3 contains 43526 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151382 members 
Mstep: Class 10 contains 181226 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53120 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167376 members 
Mstep: Class 17 contains 28828 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137069 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452000.000000 Penalty: 75454.375000
Iteration 352Q: 23 clusters Score -1.37452e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 81913 members 
Mstep: Class 3 contains 43527 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151386 members 
Mstep: Class 10 contains 181233 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53118 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167383 members 
Mstep: Class 17 contains 28828 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137059 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452000.000000 Penalty: 75454.375000
Iteration 353Q: 23 clusters Score -1.37452e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 146998 members 
Mstep: Class 2 contains 81907 members 
Mstep: Class 3 contains 43529 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151381 members 
Mstep: Class 10 contains 181242 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53119 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167392 members 
Mstep: Class 17 contains 28828 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137044 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 75454.375000
Iteration 354Q: 23 clusters Score -1.374519e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147009 members 
Mstep: Class 2 contains 81902 members 
Mstep: Class 3 contains 43529 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151377 members 
Mstep: Class 10 contains 181255 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53118 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167386 members 
Mstep: Class 17 contains 28827 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137037 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 75454.375000
Iteration 355Q: 23 clusters Score -1.374519e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147026 members 
Mstep: Class 2 contains 81896 members 
Mstep: Class 3 contains 43530 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151372 members 
Mstep: Class 10 contains 181258 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53118 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167390 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137024 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 75454.375000
Iteration 356Q: 23 clusters Score -1.374519e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147038 members 
Mstep: Class 2 contains 81894 members 
Mstep: Class 3 contains 43533 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 151365 members 
Mstep: Class 10 contains 181257 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53117 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167394 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137016 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451872.000000 Penalty: 75454.375000
Iteration 357Q: 23 clusters Score -1.374519e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147047 members 
Mstep: Class 2 contains 81894 members 
Mstep: Class 3 contains 43532 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151359 members 
Mstep: Class 10 contains 181264 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53117 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167400 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 137002 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 75454.375000
Iteration 358Q: 23 clusters Score -1.374519e+08 nChanged 78
Entering ConstructFrom: 
Score: -137451904.000000 Penalty: 75454.375000
Entering ConstructFrom: 
Trying to split cluster 1 (147053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147053 members 
Entering Unmasked Estep 
Score: -20333960.000000 Penalty: 2950.839844
	Iteration 0F: 2 clusters Score -2.033396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -20236114.000000 Penalty: 5901.679688
	Iteration 0F: 3 clusters Score -2.023611e+07 nChanged 70187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -20277484.000000 Penalty: 5901.679688
	Iteration 1F: 3 clusters Score -2.027748e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -20279036.000000 Penalty: 5901.679688
	Iteration 2Q: 3 clusters Score -2.027904e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -20281094.000000 Penalty: 5901.679688
	Iteration 3Q: 3 clusters Score -2.028109e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -20284632.000000 Penalty: 5901.679688
	Iteration 4Q: 3 clusters Score -2.028463e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -20290008.000000 Penalty: 5901.679688
	Iteration 5F: 3 clusters Score -2.029001e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 103862 members 
Entering Unmasked Estep 
Score: -20297348.000000 Penalty: 5901.679688
	Iteration 6F: 3 clusters Score -2.029735e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 112911 members 
Entering Unmasked Estep 
Score: -20305922.000000 Penalty: 5901.679688
	Iteration 7F: 3 clusters Score -2.030592e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 121123 members 
Entering Unmasked Estep 
Score: -20314518.000000 Penalty: 5901.679688
	Iteration 8F: 3 clusters Score -2.031452e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 126997 members 
Entering Unmasked Estep 
Score: -20321730.000000 Penalty: 5901.679688
	Iteration 9Q: 3 clusters Score -2.032173e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 129985 members 
Entering Unmasked Estep 
Score: -20326770.000000 Penalty: 5901.679688
	Iteration 10Q: 3 clusters Score -2.032677e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 131204 members 
Entering Unmasked Estep 
Score: -20329208.000000 Penalty: 5901.679688
	Iteration 11Q: 3 clusters Score -2.032921e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 131835 members 
Entering Unmasked Estep 
Score: -20330284.000000 Penalty: 5901.679688
	Iteration 12Q: 3 clusters Score -2.033028e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 132270 members 
Entering Unmasked Estep 
Score: -20330836.000000 Penalty: 5901.679688
	Iteration 13Q: 3 clusters Score -2.033084e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 132552 members 
Entering Unmasked Estep 
Score: -20331120.000000 Penalty: 5901.679688
	Iteration 14Q: 3 clusters Score -2.033112e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 132743 members 
Entering Unmasked Estep 
Score: -20331366.000000 Penalty: 5901.679688
	Iteration 15Q: 3 clusters Score -2.033137e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 132828 members 
Entering Unmasked Estep 
Score: -20331496.000000 Penalty: 5901.679688
	Iteration 16Q: 3 clusters Score -2.03315e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 132874 members 
Entering Unmasked Estep 
Score: -20331590.000000 Penalty: 5901.679688
	Iteration 17Q: 3 clusters Score -2.033159e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 132896 members 
Entering Unmasked Estep 
Score: -20331652.000000 Penalty: 5901.679688
	Iteration 18Q: 3 clusters Score -2.033165e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 132925 members 
Entering Unmasked Estep 
Score: -20331784.000000 Penalty: 5901.679688
	Iteration 19Q: 3 clusters Score -2.033178e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 132933 members 
Entering Unmasked Estep 
Score: -20331832.000000 Penalty: 5901.679688
	Iteration 20F: 3 clusters Score -2.033183e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 132933 members 
Entering Unmasked Estep 
Score: -20331850.000000 Penalty: 5901.679688
	Iteration 21Q: 3 clusters Score -2.033185e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 132929 members 
Entering Unmasked Estep 
Score: -20331896.000000 Penalty: 5901.679688
	Iteration 22Q: 3 clusters Score -2.03319e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 132933 members 
Entering Unmasked Estep 
Score: -20331928.000000 Penalty: 5901.679688
	Iteration 23Q: 3 clusters Score -2.033193e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 132933 members 
Entering Unmasked Estep 
Score: -20331940.000000 Penalty: 5901.679688
	Iteration 24Q: 3 clusters Score -2.033194e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 132928 members 
Entering Unmasked Estep 
Score: -20331938.000000 Penalty: 5901.679688
	Iteration 25Q: 3 clusters Score -2.033194e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 132923 members 
Entering Unmasked Estep 
Score: -20331904.000000 Penalty: 5901.679688
	Iteration 26Q: 3 clusters Score -2.03319e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 132909 members 
Entering Unmasked Estep 
Score: -20331908.000000 Penalty: 5901.679688
	Iteration 27Q: 3 clusters Score -2.033191e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 132887 members 
Entering Unmasked Estep 
Score: -20331922.000000 Penalty: 5901.679688
	Iteration 28Q: 3 clusters Score -2.033192e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 132861 members 
Entering Unmasked Estep 
Score: -20331894.000000 Penalty: 5901.679688
	Iteration 29Q: 3 clusters Score -2.033189e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 132838 members 
Entering Unmasked Estep 
Score: -20331894.000000 Penalty: 5901.679688
	Iteration 30Q: 3 clusters Score -2.033189e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 132813 members 
Entering Unmasked Estep 
Score: -20331924.000000 Penalty: 5901.679688
	Iteration 31Q: 3 clusters Score -2.033192e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 132774 members 
Entering Unmasked Estep 
Score: -20331908.000000 Penalty: 5901.679688
	Iteration 32Q: 3 clusters Score -2.033191e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 132731 members 
Entering Unmasked Estep 
Score: -20331920.000000 Penalty: 5901.679688
	Iteration 33Q: 3 clusters Score -2.033192e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 132691 members 
Entering Unmasked Estep 
Score: -20331930.000000 Penalty: 5901.679688
	Iteration 34Q: 3 clusters Score -2.033193e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -20331934.000000 Penalty: 5901.679688
	Iteration 35Q: 3 clusters Score -2.033193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 132624 members 
Entering Unmasked Estep 
Score: -20331916.000000 Penalty: 5901.679688
	Iteration 36Q: 3 clusters Score -2.033192e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 132602 members 
Entering Unmasked Estep 
Score: -20331908.000000 Penalty: 5901.679688
	Iteration 37Q: 3 clusters Score -2.033191e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 132578 members 
Entering Unmasked Estep 
Score: -20331914.000000 Penalty: 5901.679688
	Iteration 38Q: 3 clusters Score -2.033191e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 132556 members 
Entering Unmasked Estep 
Score: -20331906.000000 Penalty: 5901.679688
	Iteration 39Q: 3 clusters Score -2.033191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 132532 members 
Entering Unmasked Estep 
Score: -20331928.000000 Penalty: 5901.679688
	Iteration 40F: 3 clusters Score -2.033193e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 132505 members 
Entering Unmasked Estep 
Score: -20331926.000000 Penalty: 5901.679688
	Iteration 41Q: 3 clusters Score -2.033193e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 132467 members 
Entering Unmasked Estep 
Score: -20331906.000000 Penalty: 5901.679688
	Iteration 42Q: 3 clusters Score -2.033191e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 132429 members 
Entering Unmasked Estep 
Score: -20331898.000000 Penalty: 5901.679688
	Iteration 43Q: 3 clusters Score -2.03319e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 132398 members 
Entering Unmasked Estep 
Score: -20331904.000000 Penalty: 5901.679688
	Iteration 44Q: 3 clusters Score -2.03319e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 132359 members 
Entering Unmasked Estep 
Score: -20331906.000000 Penalty: 5901.679688
	Iteration 45Q: 3 clusters Score -2.033191e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 132326 members 
Entering Unmasked Estep 
Score: -20331880.000000 Penalty: 5901.679688
	Iteration 46Q: 3 clusters Score -2.033188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 132293 members 
Entering Unmasked Estep 
Score: -20331878.000000 Penalty: 5901.679688
	Iteration 47Q: 3 clusters Score -2.033188e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 132257 members 
Entering Unmasked Estep 
Score: -20331866.000000 Penalty: 5901.679688
	Iteration 48Q: 3 clusters Score -2.033187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 132228 members 
Entering Unmasked Estep 
Score: -20331862.000000 Penalty: 5901.679688
	Iteration 49Q: 3 clusters Score -2.033186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 132205 members 
Entering Unmasked Estep 
Score: -20331858.000000 Penalty: 5901.679688
	Iteration 50Q: 3 clusters Score -2.033186e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 132174 members 
Entering Unmasked Estep 
Score: -20331852.000000 Penalty: 5901.679688
	Iteration 51Q: 3 clusters Score -2.033185e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 132138 members 
Entering Unmasked Estep 
Score: -20331864.000000 Penalty: 5901.679688
	Iteration 52Q: 3 clusters Score -2.033186e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 132096 members 
Entering Unmasked Estep 
Score: -20331880.000000 Penalty: 5901.679688
	Iteration 53Q: 3 clusters Score -2.033188e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 132061 members 
Entering Unmasked Estep 
Score: -20331868.000000 Penalty: 5901.679688
	Iteration 54Q: 3 clusters Score -2.033187e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 132024 members 
Entering Unmasked Estep 
Score: -20331876.000000 Penalty: 5901.679688
	Iteration 55Q: 3 clusters Score -2.033188e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 131988 members 
Entering Unmasked Estep 
Score: -20331900.000000 Penalty: 5901.679688
	Iteration 56Q: 3 clusters Score -2.03319e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 131958 members 
Entering Unmasked Estep 
Score: -20331894.000000 Penalty: 5901.679688
	Iteration 57Q: 3 clusters Score -2.033189e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 131931 members 
Entering Unmasked Estep 
Score: -20331896.000000 Penalty: 5901.679688
	Iteration 58Q: 3 clusters Score -2.03319e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 131896 members 
Entering Unmasked Estep 
Score: -20331922.000000 Penalty: 5901.679688
	Iteration 59Q: 3 clusters Score -2.033192e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 131851 members 
Entering Unmasked Estep 
Score: -20331896.000000 Penalty: 5901.679688
	Iteration 60F: 3 clusters Score -2.03319e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 131828 members 
Entering Unmasked Estep 
Score: -20331890.000000 Penalty: 5901.679688
	Iteration 61Q: 3 clusters Score -2.033189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -20331900.000000 Penalty: 5901.679688
	Iteration 62Q: 3 clusters Score -2.03319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 131789 members 
Entering Unmasked Estep 
Score: -20331892.000000 Penalty: 5901.679688
	Iteration 63Q: 3 clusters Score -2.033189e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 131765 members 
Entering Unmasked Estep 
Score: -20331896.000000 Penalty: 5901.679688
	Iteration 64Q: 3 clusters Score -2.03319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 131743 members 
Entering Unmasked Estep 
Score: -20331906.000000 Penalty: 5901.679688
	Iteration 65Q: 3 clusters Score -2.033191e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 131712 members 
Entering Unmasked Estep 
Score: -20331908.000000 Penalty: 5901.679688
	Iteration 66Q: 3 clusters Score -2.033191e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 131677 members 
Entering Unmasked Estep 
Score: -20331900.000000 Penalty: 5901.679688
	Iteration 67Q: 3 clusters Score -2.03319e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 131645 members 
Entering Unmasked Estep 
Score: -20331896.000000 Penalty: 5901.679688
	Iteration 68Q: 3 clusters Score -2.03319e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 131620 members 
Entering Unmasked Estep 
Score: -20331914.000000 Penalty: 5901.679688
	Iteration 69Q: 3 clusters Score -2.033191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 131586 members 
Entering Unmasked Estep 
Score: -20331912.000000 Penalty: 5901.679688
	Iteration 70Q: 3 clusters Score -2.033191e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 131557 members 
Entering Unmasked Estep 
Score: -20331906.000000 Penalty: 5901.679688
	Iteration 71Q: 3 clusters Score -2.033191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 131541 members 
Entering Unmasked Estep 
Score: -20331904.000000 Penalty: 5901.679688
	Iteration 72Q: 3 clusters Score -2.03319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 131530 members 
Entering Unmasked Estep 
Score: -20331908.000000 Penalty: 5901.679688
	Iteration 73Q: 3 clusters Score -2.033191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 131521 members 
Entering Unmasked Estep 
Score: -20331878.000000 Penalty: 5901.679688
	Iteration 74Q: 3 clusters Score -2.033188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 131513 members 
Entering Unmasked Estep 
Score: -20331884.000000 Penalty: 5901.679688
	Iteration 75Q: 3 clusters Score -2.033188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 131505 members 
Entering Unmasked Estep 
Score: -20331866.000000 Penalty: 5901.679688
	Iteration 76Q: 3 clusters Score -2.033187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 131497 members 
Entering Unmasked Estep 
Score: -20331872.000000 Penalty: 5901.679688
	Iteration 77Q: 3 clusters Score -2.033187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 131491 members 
Entering Unmasked Estep 
Score: -20331884.000000 Penalty: 5901.679688
	Iteration 78Q: 3 clusters Score -2.033188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 131481 members 
Entering Unmasked Estep 
Score: -20331868.000000 Penalty: 5901.679688
	Iteration 79Q: 3 clusters Score -2.033187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 131465 members 
Entering Unmasked Estep 
Score: -20331874.000000 Penalty: 5901.679688
	Iteration 80F: 3 clusters Score -2.033187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 131451 members 
Entering Unmasked Estep 
Score: -20331872.000000 Penalty: 5901.679688
	Iteration 81Q: 3 clusters Score -2.033187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 131439 members 
Entering Unmasked Estep 
Score: -20331874.000000 Penalty: 5901.679688
	Iteration 82Q: 3 clusters Score -2.033187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 131429 members 
Entering Unmasked Estep 
Score: -20331878.000000 Penalty: 5901.679688
	Iteration 83Q: 3 clusters Score -2.033188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 131413 members 
Entering Unmasked Estep 
Score: -20331882.000000 Penalty: 5901.679688
	Iteration 84Q: 3 clusters Score -2.033188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 131394 members 
Entering Unmasked Estep 
Score: -20331894.000000 Penalty: 5901.679688
	Iteration 85Q: 3 clusters Score -2.033189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 131373 members 
Entering Unmasked Estep 
Score: -20331886.000000 Penalty: 5901.679688
	Iteration 86Q: 3 clusters Score -2.033189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 131355 members 
Entering Unmasked Estep 
Score: -20331892.000000 Penalty: 5901.679688
	Iteration 87Q: 3 clusters Score -2.033189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 131340 members 
Entering Unmasked Estep 
Score: -20331868.000000 Penalty: 5901.679688
	Iteration 88Q: 3 clusters Score -2.033187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 131321 members 
Entering Unmasked Estep 
Score: -20331852.000000 Penalty: 5901.679688
	Iteration 89Q: 3 clusters Score -2.033185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 131300 members 
Entering Unmasked Estep 
Score: -20331862.000000 Penalty: 5901.679688
	Iteration 90Q: 3 clusters Score -2.033186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 131283 members 
Entering Unmasked Estep 
Score: -20331876.000000 Penalty: 5901.679688
	Iteration 91Q: 3 clusters Score -2.033188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 131264 members 
Entering Unmasked Estep 
Score: -20331858.000000 Penalty: 5901.679688
	Iteration 92Q: 3 clusters Score -2.033186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 131248 members 
Entering Unmasked Estep 
Score: -20331872.000000 Penalty: 5901.679688
	Iteration 93Q: 3 clusters Score -2.033187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 131234 members 
Entering Unmasked Estep 
Score: -20331860.000000 Penalty: 5901.679688
	Iteration 94Q: 3 clusters Score -2.033186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 131222 members 
Entering Unmasked Estep 
Score: -20331848.000000 Penalty: 5901.679688
	Iteration 95Q: 3 clusters Score -2.033185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 131214 members 
Entering Unmasked Estep 
Score: -20331868.000000 Penalty: 5901.679688
	Iteration 96Q: 3 clusters Score -2.033187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 131205 members 
Entering Unmasked Estep 
Score: -20331876.000000 Penalty: 5901.679688
	Iteration 97Q: 3 clusters Score -2.033188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 131194 members 
Entering Unmasked Estep 
Score: -20331876.000000 Penalty: 5901.679688
	Iteration 98Q: 3 clusters Score -2.033188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 131182 members 
Entering Unmasked Estep 
Score: -20331880.000000 Penalty: 5901.679688
	Iteration 99Q: 3 clusters Score -2.033188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 131169 members 
Entering Unmasked Estep 
Score: -20331858.000000 Penalty: 5901.679688
	Iteration 100F: 3 clusters Score -2.033186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 131153 members 
Entering Unmasked Estep 
Score: -20331870.000000 Penalty: 5901.679688
	Iteration 101Q: 3 clusters Score -2.033187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 131133 members 
Entering Unmasked Estep 
Score: -20331884.000000 Penalty: 5901.679688
	Iteration 102Q: 3 clusters Score -2.033188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 131117 members 
Entering Unmasked Estep 
Score: -20331882.000000 Penalty: 5901.679688
	Iteration 103Q: 3 clusters Score -2.033188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 131103 members 
Entering Unmasked Estep 
Score: -20331870.000000 Penalty: 5901.679688
	Iteration 104Q: 3 clusters Score -2.033187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 131086 members 
Entering Unmasked Estep 
Score: -20331876.000000 Penalty: 5901.679688
	Iteration 105Q: 3 clusters Score -2.033188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 131072 members 
Entering Unmasked Estep 
Score: -20331862.000000 Penalty: 5901.679688
	Iteration 106Q: 3 clusters Score -2.033186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 131062 members 
Entering Unmasked Estep 
Score: -20331864.000000 Penalty: 5901.679688
	Iteration 107Q: 3 clusters Score -2.033186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 131046 members 
Entering Unmasked Estep 
Score: -20331870.000000 Penalty: 5901.679688
	Iteration 108Q: 3 clusters Score -2.033187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 131029 members 
Entering Unmasked Estep 
Score: -20331896.000000 Penalty: 5901.679688
	Iteration 109Q: 3 clusters Score -2.03319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 131016 members 
Entering Unmasked Estep 
Score: -20331890.000000 Penalty: 5901.679688
	Iteration 110Q: 3 clusters Score -2.033189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 131007 members 
Entering Unmasked Estep 
Score: -20331898.000000 Penalty: 5901.679688
	Iteration 111Q: 3 clusters Score -2.03319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 130999 members 
Entering Unmasked Estep 
Score: -20331880.000000 Penalty: 5901.679688
	Iteration 112Q: 3 clusters Score -2.033188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 130989 members 
Entering Unmasked Estep 
Score: -20331878.000000 Penalty: 5901.679688
	Iteration 113Q: 3 clusters Score -2.033188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 130978 members 
Entering Unmasked Estep 
Score: -20331868.000000 Penalty: 5901.679688
	Iteration 114Q: 3 clusters Score -2.033187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 130969 members 
Entering Unmasked Estep 
Score: -20331866.000000 Penalty: 5901.679688
	Iteration 115Q: 3 clusters Score -2.033187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 130956 members 
Entering Unmasked Estep 
Score: -20331878.000000 Penalty: 5901.679688
	Iteration 116Q: 3 clusters Score -2.033188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 130947 members 
Entering Unmasked Estep 
Score: -20331878.000000 Penalty: 5901.679688
	Iteration 117Q: 3 clusters Score -2.033188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 130942 members 
Entering Unmasked Estep 
Score: -20331886.000000 Penalty: 5901.679688
	Iteration 118Q: 3 clusters Score -2.033189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 130934 members 
Entering Unmasked Estep 
Score: -20331904.000000 Penalty: 5901.679688
	Iteration 119Q: 3 clusters Score -2.03319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 130926 members 
Entering Unmasked Estep 
Score: -20331914.000000 Penalty: 5901.679688
	Iteration 120F: 3 clusters Score -2.033191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 130916 members 
Entering Unmasked Estep 
Score: -20331894.000000 Penalty: 5901.679688
	Iteration 121Q: 3 clusters Score -2.033189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 130907 members 
Entering Unmasked Estep 
Score: -20331922.000000 Penalty: 5901.679688
	Iteration 122Q: 3 clusters Score -2.033192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 130894 members 
Entering Unmasked Estep 
Score: -20331888.000000 Penalty: 5901.679688
	Iteration 123Q: 3 clusters Score -2.033189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 130880 members 
Entering Unmasked Estep 
Score: -20331880.000000 Penalty: 5901.679688
	Iteration 124Q: 3 clusters Score -2.033188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 130862 members 
Entering Unmasked Estep 
Score: -20331888.000000 Penalty: 5901.679688
	Iteration 125Q: 3 clusters Score -2.033189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 130850 members 
Entering Unmasked Estep 
Score: -20331884.000000 Penalty: 5901.679688
	Iteration 126Q: 3 clusters Score -2.033188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 130847 members 
Entering Unmasked Estep 
Score: -20331888.000000 Penalty: 5901.679688
	Iteration 127Q: 3 clusters Score -2.033189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 130845 members 
Entering Unmasked Estep 
Score: -20331882.000000 Penalty: 5901.679688
	Iteration 128Q: 3 clusters Score -2.033188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 130842 members 
Entering Unmasked Estep 
Score: -20331880.000000 Penalty: 5901.679688
	Iteration 129Q: 3 clusters Score -2.033188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 130840 members 
Entering Unmasked Estep 
Score: -20331874.000000 Penalty: 5901.679688
	Iteration 130Q: 3 clusters Score -2.033187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 130835 members 
Entering Unmasked Estep 
Score: -20331872.000000 Penalty: 5901.679688
	Iteration 131Q: 3 clusters Score -2.033187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 130830 members 
Entering Unmasked Estep 
Score: -20331862.000000 Penalty: 5901.679688
	Iteration 132Q: 3 clusters Score -2.033186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 130827 members 
Entering Unmasked Estep 
Score: -20331868.000000 Penalty: 5901.679688
	Iteration 133Q: 3 clusters Score -2.033187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 130826 members 
Entering Unmasked Estep 
Score: -20331866.000000 Penalty: 5901.679688
	Iteration 134Q: 3 clusters Score -2.033187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 130824 members 
Entering Unmasked Estep 
Score: -20331864.000000 Penalty: 5901.679688
	Iteration 135Q: 3 clusters Score -2.033186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 130822 members 
Entering Unmasked Estep 
Score: -20331858.000000 Penalty: 5901.679688
	Iteration 136Q: 3 clusters Score -2.033186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 130819 members 
Entering Unmasked Estep 
Score: -20331880.000000 Penalty: 5901.679688
	Iteration 137Q: 3 clusters Score -2.033188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 130816 members 
Entering Unmasked Estep 
Score: -20331866.000000 Penalty: 5901.679688
	Iteration 138Q: 3 clusters Score -2.033187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 130812 members 
Entering Unmasked Estep 
Score: -20331860.000000 Penalty: 5901.679688
	Iteration 139Q: 3 clusters Score -2.033186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 130807 members 
Entering Unmasked Estep 
Score: -20331856.000000 Penalty: 5901.679688
	Iteration 140F: 3 clusters Score -2.033186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 130803 members 
Entering Unmasked Estep 
Score: -20331862.000000 Penalty: 5901.679688
	Iteration 141Q: 3 clusters Score -2.033186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 130802 members 
Entering Unmasked Estep 
Score: -20331856.000000 Penalty: 5901.679688
	Iteration 142Q: 3 clusters Score -2.033186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 130801 members 
Entering Unmasked Estep 
Score: -20331850.000000 Penalty: 5901.679688
	Iteration 143Q: 3 clusters Score -2.033185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 130800 members 
Entering Unmasked Estep 
Score: -20331860.000000 Penalty: 5901.679688
	Iteration 144Q: 3 clusters Score -2.033186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 130798 members 
Entering Unmasked Estep 
Score: -20331860.000000 Penalty: 5901.679688
	Iteration 145Q: 3 clusters Score -2.033186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 130796 members 
Entering Unmasked Estep 
Score: -20331862.000000 Penalty: 5901.679688
	Iteration 146Q: 3 clusters Score -2.033186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 130790 members 
Entering Unmasked Estep 
Score: -20331864.000000 Penalty: 5901.679688
	Iteration 147Q: 3 clusters Score -2.033186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 130781 members 
Entering Unmasked Estep 
Score: -20331870.000000 Penalty: 5901.679688
	Iteration 148Q: 3 clusters Score -2.033187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 130773 members 
Entering Unmasked Estep 
Score: -20331868.000000 Penalty: 5901.679688
	Iteration 149Q: 3 clusters Score -2.033187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 130766 members 
Entering Unmasked Estep 
Score: -20331870.000000 Penalty: 5901.679688
	Iteration 150Q: 3 clusters Score -2.033187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 130759 members 
Entering Unmasked Estep 
Score: -20331874.000000 Penalty: 5901.679688
	Iteration 151Q: 3 clusters Score -2.033187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 130756 members 
Entering Unmasked Estep 
Score: -20331864.000000 Penalty: 5901.679688
	Iteration 152Q: 3 clusters Score -2.033186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 130751 members 
Entering Unmasked Estep 
Score: -20331862.000000 Penalty: 5901.679688
	Iteration 153Q: 3 clusters Score -2.033186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 130748 members 
Entering Unmasked Estep 
Score: -20331848.000000 Penalty: 5901.679688
	Iteration 154Q: 3 clusters Score -2.033185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 130745 members 
Entering Unmasked Estep 
Score: -20331848.000000 Penalty: 5901.679688
	Iteration 155Q: 3 clusters Score -2.033185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 130741 members 
Entering Unmasked Estep 
Score: -20331866.000000 Penalty: 5901.679688
	Iteration 156Q: 3 clusters Score -2.033187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 130737 members 
Entering Unmasked Estep 
Score: -20331846.000000 Penalty: 5901.679688
	Iteration 157Q: 3 clusters Score -2.033185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 130736 members 
Entering Unmasked Estep 
Score: -20331854.000000 Penalty: 5901.679688
	Iteration 158Q: 3 clusters Score -2.033185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 130736 members 
Entering Unmasked Estep 
Score: -20331854.000000 Penalty: 5901.679688
	Iteration 159F: 3 clusters Score -2.033185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Entering Unmasked Estep 
Score: -11346726.000000 Penalty: 2805.665771
	Iteration 0F: 2 clusters Score -1.134673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -11291561.000000 Penalty: 5611.331543
	Iteration 0F: 3 clusters Score -1.129156e+07 nChanged 38624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -11313585.000000 Penalty: 5611.331543
	Iteration 1F: 3 clusters Score -1.131358e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -11314304.000000 Penalty: 5611.331543
	Iteration 2Q: 3 clusters Score -1.13143e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -11314905.000000 Penalty: 5611.331543
	Iteration 3Q: 3 clusters Score -1.13149e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -11315475.000000 Penalty: 5611.331543
	Iteration 4Q: 3 clusters Score -1.131548e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -11316090.000000 Penalty: 5611.331543
	Iteration 5Q: 3 clusters Score -1.131609e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -11316711.000000 Penalty: 5611.331543
	Iteration 6Q: 3 clusters Score -1.131671e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -11317556.000000 Penalty: 5611.331543
	Iteration 7Q: 3 clusters Score -1.131756e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -11318513.000000 Penalty: 5611.331543
	Iteration 8Q: 3 clusters Score -1.131851e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -11319897.000000 Penalty: 5611.331543
	Iteration 9Q: 3 clusters Score -1.13199e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -11322083.000000 Penalty: 5611.331543
	Iteration 10Q: 3 clusters Score -1.132208e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -11325120.000000 Penalty: 5611.331543
	Iteration 11F: 3 clusters Score -1.132512e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -11328722.000000 Penalty: 5611.331543
	Iteration 12F: 3 clusters Score -1.132872e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -11332185.000000 Penalty: 5611.331543
	Iteration 13F: 3 clusters Score -1.133218e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -11334601.000000 Penalty: 5611.331543
	Iteration 14Q: 3 clusters Score -1.13346e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -11335948.000000 Penalty: 5611.331543
	Iteration 15Q: 3 clusters Score -1.133595e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -11336775.000000 Penalty: 5611.331543
	Iteration 16Q: 3 clusters Score -1.133678e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -11337487.000000 Penalty: 5611.331543
	Iteration 17Q: 3 clusters Score -1.133749e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -11338096.000000 Penalty: 5611.331543
	Iteration 18Q: 3 clusters Score -1.13381e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -11338746.000000 Penalty: 5611.331543
	Iteration 19Q: 3 clusters Score -1.133875e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -11339423.000000 Penalty: 5611.331543
	Iteration 20F: 3 clusters Score -1.133942e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72971 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -11339988.000000 Penalty: 5611.331543
	Iteration 21Q: 3 clusters Score -1.133999e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -11340570.000000 Penalty: 5611.331543
	Iteration 22Q: 3 clusters Score -1.134057e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -11341184.000000 Penalty: 5611.331543
	Iteration 23Q: 3 clusters Score -1.134118e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -11341655.000000 Penalty: 5611.331543
	Iteration 24Q: 3 clusters Score -1.134166e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -11342061.000000 Penalty: 5611.331543
	Iteration 25Q: 3 clusters Score -1.134206e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -11342479.000000 Penalty: 5611.331543
	Iteration 26Q: 3 clusters Score -1.134248e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78243 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -11342773.000000 Penalty: 5611.331543
	Iteration 27Q: 3 clusters Score -1.134277e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -11343056.000000 Penalty: 5611.331543
	Iteration 28Q: 3 clusters Score -1.134306e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79213 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -11343306.000000 Penalty: 5611.331543
	Iteration 29Q: 3 clusters Score -1.134331e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -11343509.000000 Penalty: 5611.331543
	Iteration 30Q: 3 clusters Score -1.134351e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -11343666.000000 Penalty: 5611.331543
	Iteration 31Q: 3 clusters Score -1.134367e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80093 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -11343774.000000 Penalty: 5611.331543
	Iteration 32Q: 3 clusters Score -1.134377e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -11343870.000000 Penalty: 5611.331543
	Iteration 33Q: 3 clusters Score -1.134387e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -11343936.000000 Penalty: 5611.331543
	Iteration 34Q: 3 clusters Score -1.134394e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -11343978.000000 Penalty: 5611.331543
	Iteration 35Q: 3 clusters Score -1.134398e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -11344041.000000 Penalty: 5611.331543
	Iteration 36Q: 3 clusters Score -1.134404e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11344088.000000 Penalty: 5611.331543
	Iteration 37Q: 3 clusters Score -1.134409e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11344119.000000 Penalty: 5611.331543
	Iteration 38Q: 3 clusters Score -1.134412e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11344150.000000 Penalty: 5611.331543
	Iteration 39Q: 3 clusters Score -1.134415e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11344175.000000 Penalty: 5611.331543
	Iteration 40F: 3 clusters Score -1.134418e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11344194.000000 Penalty: 5611.331543
	Iteration 41Q: 3 clusters Score -1.134419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11344210.000000 Penalty: 5611.331543
	Iteration 42Q: 3 clusters Score -1.134421e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80918 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11344223.000000 Penalty: 5611.331543
	Iteration 43Q: 3 clusters Score -1.134422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11344227.000000 Penalty: 5611.331543
	Iteration 44Q: 3 clusters Score -1.134423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11344245.000000 Penalty: 5611.331543
	Iteration 45Q: 3 clusters Score -1.134424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11344248.000000 Penalty: 5611.331543
	Iteration 46Q: 3 clusters Score -1.134425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11344254.000000 Penalty: 5611.331543
	Iteration 47Q: 3 clusters Score -1.134425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11344253.000000 Penalty: 5611.331543
	Iteration 48Q: 3 clusters Score -1.134425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11344262.000000 Penalty: 5611.331543
	Iteration 49Q: 3 clusters Score -1.134426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11344255.000000 Penalty: 5611.331543
	Iteration 50Q: 3 clusters Score -1.134426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11344260.000000 Penalty: 5611.331543
	Iteration 51Q: 3 clusters Score -1.134426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11344268.000000 Penalty: 5611.331543
	Iteration 52Q: 3 clusters Score -1.134427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11344266.000000 Penalty: 5611.331543
	Iteration 53Q: 3 clusters Score -1.134427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11344266.000000 Penalty: 5611.331543
	Iteration 54F: 3 clusters Score -1.134427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Entering Unmasked Estep 
Score: -6054720.000000 Penalty: 2648.944824
	Iteration 0F: 2 clusters Score -6054720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -6025436.500000 Penalty: 5297.889648
	Iteration 0F: 3 clusters Score -6025436 nChanged 19844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -6035974.000000 Penalty: 5297.889648
	Iteration 1F: 3 clusters Score -6035974 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -6036409.500000 Penalty: 5297.889648
	Iteration 2Q: 3 clusters Score -6036410 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -6036947.500000 Penalty: 5297.889648
	Iteration 3Q: 3 clusters Score -6036948 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -6037580.000000 Penalty: 5297.889648
	Iteration 4Q: 3 clusters Score -6037580 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -6038293.000000 Penalty: 5297.889648
	Iteration 5Q: 3 clusters Score -6038293 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -6039099.000000 Penalty: 5297.889648
	Iteration 6Q: 3 clusters Score -6039099 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -6040050.000000 Penalty: 5297.889648
	Iteration 7Q: 3 clusters Score -6040050 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -6041106.500000 Penalty: 5297.889648
	Iteration 8Q: 3 clusters Score -6041106 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -6042353.500000 Penalty: 5297.889648
	Iteration 9Q: 3 clusters Score -6042354 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -6043786.500000 Penalty: 5297.889648
	Iteration 10Q: 3 clusters Score -6043786 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -6045256.000000 Penalty: 5297.889648
	Iteration 11Q: 3 clusters Score -6045256 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -6046576.000000 Penalty: 5297.889648
	Iteration 12Q: 3 clusters Score -6046576 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -6047603.500000 Penalty: 5297.889648
	Iteration 13Q: 3 clusters Score -6047604 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -6048470.500000 Penalty: 5297.889648
	Iteration 14Q: 3 clusters Score -6048470 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -6049208.500000 Penalty: 5297.889648
	Iteration 15Q: 3 clusters Score -6049208 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -6049876.000000 Penalty: 5297.889648
	Iteration 16Q: 3 clusters Score -6049876 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -6050418.500000 Penalty: 5297.889648
	Iteration 17Q: 3 clusters Score -6050418 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -6050926.500000 Penalty: 5297.889648
	Iteration 18Q: 3 clusters Score -6050926 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6051366.000000 Penalty: 5297.889648
	Iteration 19Q: 3 clusters Score -6051366 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6051724.500000 Penalty: 5297.889648
	Iteration 20F: 3 clusters Score -6051724 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6051968.000000 Penalty: 5297.889648
	Iteration 21Q: 3 clusters Score -6051968 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6052092.500000 Penalty: 5297.889648
	Iteration 22Q: 3 clusters Score -6052092 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6052207.000000 Penalty: 5297.889648
	Iteration 23Q: 3 clusters Score -6052207 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6052273.000000 Penalty: 5297.889648
	Iteration 24Q: 3 clusters Score -6052273 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6052334.000000 Penalty: 5297.889648
	Iteration 25Q: 3 clusters Score -6052334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6052403.500000 Penalty: 5297.889648
	Iteration 26Q: 3 clusters Score -6052404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6052437.500000 Penalty: 5297.889648
	Iteration 27Q: 3 clusters Score -6052438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6052466.500000 Penalty: 5297.889648
	Iteration 28Q: 3 clusters Score -6052466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6052487.000000 Penalty: 5297.889648
	Iteration 29Q: 3 clusters Score -6052487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6052492.500000 Penalty: 5297.889648
	Iteration 30Q: 3 clusters Score -6052492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6052495.000000 Penalty: 5297.889648
	Iteration 31Q: 3 clusters Score -6052495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6052508.000000 Penalty: 5297.889648
	Iteration 32Q: 3 clusters Score -6052508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6052518.500000 Penalty: 5297.889648
	Iteration 33Q: 3 clusters Score -6052518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6052529.000000 Penalty: 5297.889648
	Iteration 34Q: 3 clusters Score -6052529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6052528.500000 Penalty: 5297.889648
	Iteration 35Q: 3 clusters Score -6052528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6052534.000000 Penalty: 5297.889648
	Iteration 36Q: 3 clusters Score -6052534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6052541.500000 Penalty: 5297.889648
	Iteration 37Q: 3 clusters Score -6052542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6052545.000000 Penalty: 5297.889648
	Iteration 38Q: 3 clusters Score -6052545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6052551.000000 Penalty: 5297.889648
	Iteration 39Q: 3 clusters Score -6052551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6052556.500000 Penalty: 5297.889648
	Iteration 40F: 3 clusters Score -6052556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6052555.000000 Penalty: 5297.889648
	Iteration 41Q: 3 clusters Score -6052555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6052557.500000 Penalty: 5297.889648
	Iteration 42Q: 3 clusters Score -6052558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6052564.500000 Penalty: 5297.889648
	Iteration 43Q: 3 clusters Score -6052564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6052564.500000 Penalty: 5297.889648
	Iteration 44Q: 3 clusters Score -6052564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6052565.000000 Penalty: 5297.889648
	Iteration 45Q: 3 clusters Score -6052565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6052566.500000 Penalty: 5297.889648
	Iteration 46Q: 3 clusters Score -6052566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6052568.000000 Penalty: 5297.889648
	Iteration 47Q: 3 clusters Score -6052568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6052568.000000 Penalty: 5297.889648
	Iteration 48F: 3 clusters Score -6052568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -64590.468750 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -64590.47 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 273 members 
Entering Unmasked Estep 
Score: -63055.035156 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -63055.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63223.410156 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -63223.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63254.230469 Penalty: 3100.944336
	Iteration 2Q: 3 clusters Score -63254.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63275.328125 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -63275.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63286.136719 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -63286.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63294.046875 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -63294.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63303.148438 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -63303.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63314.453125 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -63314.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63323.488281 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -63323.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63325.917969 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -63325.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63325.917969 Penalty: 3100.944336
	Iteration 10F: 3 clusters Score -63325.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56751.851562 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56751.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55250.468750 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55250.47 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55498.566406 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55498.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55626.851562 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55626.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55716.621094 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55716.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55834.546875 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55834.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55912.882812 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55912.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56007.878906 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -56007.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -56129.843750 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -56129.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -56295.929688 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -56295.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -56550.875000 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -56550.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -56650.878906 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -56650.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -56750.128906 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -56750.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -56819.035156 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -56819.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -56851.941406 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -56851.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -56863.410156 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -56863.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -56873.523438 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -56873.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -56896.476562 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -56896.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -56899.519531 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -56899.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -56907.195312 Penalty: 3078.461670
	Iteration 18Q: 3 clusters Score -56907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -56926.160156 Penalty: 3078.461670
	Iteration 19Q: 3 clusters Score -56926.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -56937.734375 Penalty: 3078.461670
	Iteration 20F: 3 clusters Score -56937.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -56946.386719 Penalty: 3078.461670
	Iteration 21Q: 3 clusters Score -56946.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -56955.957031 Penalty: 3078.461670
	Iteration 22Q: 3 clusters Score -56955.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -56967.816406 Penalty: 3078.461670
	Iteration 23Q: 3 clusters Score -56967.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -56986.679688 Penalty: 3078.461670
	Iteration 24Q: 3 clusters Score -56986.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -57104.527344 Penalty: 3078.461670
	Iteration 25Q: 3 clusters Score -57104.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57319.156250 Penalty: 3078.461670
	Iteration 26Q: 3 clusters Score -57319.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57586.378906 Penalty: 3078.461670
	Iteration 27Q: 3 clusters Score -57586.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57586.378906 Penalty: 3078.461670
	Iteration 28F: 3 clusters Score -57586.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 81893 members 
Mstep: Class 3 contains 43531 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151355 members 
Mstep: Class 10 contains 181269 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53116 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167400 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136999 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 187 members 
Entering Unmasked Estep 
Score: -137450912.000000 Penalty: 78884.125000
Splitting cluster 5 changes total score from -137451904.000000 to -137450912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Entering Unmasked Estep 
Score: -1001758.437500 Penalty: 2212.090820
	Iteration 0F: 2 clusters Score -1001758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -995652.875000 Penalty: 4424.181641
	Iteration 0F: 3 clusters Score -995652.9 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -997373.750000 Penalty: 4424.181641
	Iteration 1F: 3 clusters Score -997373.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -997671.250000 Penalty: 4424.181641
	Iteration 2F: 3 clusters Score -997671.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -997863.562500 Penalty: 4424.181641
	Iteration 3F: 3 clusters Score -997863.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -998016.312500 Penalty: 4424.181641
	Iteration 4Q: 3 clusters Score -998016.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -998153.750000 Penalty: 4424.181641
	Iteration 5Q: 3 clusters Score -998153.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -998264.625000 Penalty: 4424.181641
	Iteration 6Q: 3 clusters Score -998264.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -998351.250000 Penalty: 4424.181641
	Iteration 7Q: 3 clusters Score -998351.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -998432.562500 Penalty: 4424.181641
	Iteration 8Q: 3 clusters Score -998432.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -998500.000000 Penalty: 4424.181641
	Iteration 9Q: 3 clusters Score -998500 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -998559.375000 Penalty: 4424.181641
	Iteration 10Q: 3 clusters Score -998559.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -998631.625000 Penalty: 4424.181641
	Iteration 11Q: 3 clusters Score -998631.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -998712.875000 Penalty: 4424.181641
	Iteration 12Q: 3 clusters Score -998712.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -998797.687500 Penalty: 4424.181641
	Iteration 13Q: 3 clusters Score -998797.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -998884.312500 Penalty: 4424.181641
	Iteration 14Q: 3 clusters Score -998884.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -998978.937500 Penalty: 4424.181641
	Iteration 15Q: 3 clusters Score -998978.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -999080.812500 Penalty: 4424.181641
	Iteration 16Q: 3 clusters Score -999080.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -999215.937500 Penalty: 4424.181641
	Iteration 17Q: 3 clusters Score -999215.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -999356.250000 Penalty: 4424.181641
	Iteration 18Q: 3 clusters Score -999356.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -999494.500000 Penalty: 4424.181641
	Iteration 19Q: 3 clusters Score -999494.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -999660.875000 Penalty: 4424.181641
	Iteration 20F: 3 clusters Score -999660.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -999800.187500 Penalty: 4424.181641
	Iteration 21Q: 3 clusters Score -999800.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -999916.312500 Penalty: 4424.181641
	Iteration 22Q: 3 clusters Score -999916.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -999998.000000 Penalty: 4424.181641
	Iteration 23Q: 3 clusters Score -999998 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1000061.187500 Penalty: 4424.181641
	Iteration 24Q: 3 clusters Score -1000061 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1000117.937500 Penalty: 4424.181641
	Iteration 25Q: 3 clusters Score -1000118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1000156.250000 Penalty: 4424.181641
	Iteration 26Q: 3 clusters Score -1000156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1000187.687500 Penalty: 4424.181641
	Iteration 27Q: 3 clusters Score -1000188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1000203.437500 Penalty: 4424.181641
	Iteration 28Q: 3 clusters Score -1000203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1000220.250000 Penalty: 4424.181641
	Iteration 29Q: 3 clusters Score -1000220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1000230.437500 Penalty: 4424.181641
	Iteration 30Q: 3 clusters Score -1000230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1000236.375000 Penalty: 4424.181641
	Iteration 31Q: 3 clusters Score -1000236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1000239.937500 Penalty: 4424.181641
	Iteration 32Q: 3 clusters Score -1000240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1000246.687500 Penalty: 4424.181641
	Iteration 33Q: 3 clusters Score -1000247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1000250.000000 Penalty: 4424.181641
	Iteration 34Q: 3 clusters Score -1000250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1000252.750000 Penalty: 4424.181641
	Iteration 35Q: 3 clusters Score -1000253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1000254.500000 Penalty: 4424.181641
	Iteration 36Q: 3 clusters Score -1000254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1000252.937500 Penalty: 4424.181641
	Iteration 37Q: 3 clusters Score -1000253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1000252.250000 Penalty: 4424.181641
	Iteration 38Q: 3 clusters Score -1000252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1000255.437500 Penalty: 4424.181641
	Iteration 39Q: 3 clusters Score -1000255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1000255.187500 Penalty: 4424.181641
	Iteration 40F: 3 clusters Score -1000255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -190219.625000 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -190219.6 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 667 members 
Entering Unmasked Estep 
Score: -187989.796875 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -187989.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -188326.562500 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -188326.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -188419.609375 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -188419.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -188463.718750 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -188463.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -188488.796875 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -188488.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -188506.421875 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -188506.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -188523.281250 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -188523.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -188536.250000 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -188536.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -188546.937500 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -188546.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -188558.796875 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -188558.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -188565.234375 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -188565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -188570.187500 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -188570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -188575.125000 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -188575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -188578.031250 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -188578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -188578.609375 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -188578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -188578.609375 Penalty: 3589.937988
	Iteration 15F: 3 clusters Score -188578.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -414486.468750 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -414486.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -411075.500000 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -411075.5 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -411774.437500 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -411774.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -412013.875000 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -412013.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -412163.687500 Penalty: 4007.336914
	Iteration 3F: 3 clusters Score -412163.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -412256.968750 Penalty: 4007.336914
	Iteration 4Q: 3 clusters Score -412257 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -412349.093750 Penalty: 4007.336914
	Iteration 5Q: 3 clusters Score -412349.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -412429.406250 Penalty: 4007.336914
	Iteration 6Q: 3 clusters Score -412429.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -412486.968750 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -412487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -412528.656250 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -412528.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -412574.968750 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -412575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -412616.968750 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -412617 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -412650.250000 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -412650.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -412680.125000 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -412680.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -412703.593750 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -412703.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -412722.437500 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -412722.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -412747.093750 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -412747.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -412767.375000 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -412767.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -412786.531250 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -412786.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -412805.625000 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -412805.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -412814.906250 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -412814.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -412823.812500 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -412823.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -412831.281250 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -412831.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -412836.750000 Penalty: 4007.336914
	Iteration 22Q: 3 clusters Score -412836.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -412841.531250 Penalty: 4007.336914
	Iteration 23Q: 3 clusters Score -412841.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -412844.500000 Penalty: 4007.336914
	Iteration 24Q: 3 clusters Score -412844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -412847.468750 Penalty: 4007.336914
	Iteration 25Q: 3 clusters Score -412847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -412848.343750 Penalty: 4007.336914
	Iteration 26Q: 3 clusters Score -412848.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -412848.968750 Penalty: 4007.336914
	Iteration 27Q: 3 clusters Score -412849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -412849.218750 Penalty: 4007.336914
	Iteration 28Q: 3 clusters Score -412849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -412850.406250 Penalty: 4007.336914
	Iteration 29Q: 3 clusters Score -412850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -412850.718750 Penalty: 4007.336914
	Iteration 30Q: 3 clusters Score -412850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -412851.593750 Penalty: 4007.336914
	Iteration 31Q: 3 clusters Score -412851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -412852.343750 Penalty: 4007.336914
	Iteration 32Q: 3 clusters Score -412852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -412852.343750 Penalty: 4007.336914
	Iteration 33F: 3 clusters Score -412852.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151355 members 
Entering Unmasked Estep 
Score: -20956092.000000 Penalty: 2957.991211
	Iteration 0F: 2 clusters Score -2.095609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -20856770.000000 Penalty: 5915.982422
	Iteration 0F: 3 clusters Score -2.085677e+07 nChanged 72001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 70344 members 
Entering Unmasked Estep 
Score: -20898282.000000 Penalty: 5915.982422
	Iteration 1F: 3 clusters Score -2.089828e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -20899576.000000 Penalty: 5915.982422
	Iteration 2Q: 3 clusters Score -2.089958e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 61772 members 
Entering Unmasked Estep 
Score: -20901820.000000 Penalty: 5915.982422
	Iteration 3Q: 3 clusters Score -2.090182e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -20906088.000000 Penalty: 5915.982422
	Iteration 4F: 3 clusters Score -2.090609e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108210 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -20913372.000000 Penalty: 5915.982422
	Iteration 5F: 3 clusters Score -2.091337e+07 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121942 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -20924986.000000 Penalty: 5915.982422
	Iteration 6F: 3 clusters Score -2.092499e+07 nChanged 13640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135566 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -20939200.000000 Penalty: 5915.982422
	Iteration 7F: 3 clusters Score -2.09392e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145341 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -20948774.000000 Penalty: 5915.982422
	Iteration 8F: 3 clusters Score -2.094877e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149598 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -20952150.000000 Penalty: 5915.982422
	Iteration 9Q: 3 clusters Score -2.095215e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150734 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -20952974.000000 Penalty: 5915.982422
	Iteration 10Q: 3 clusters Score -2.095297e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151013 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20953274.000000 Penalty: 5915.982422
	Iteration 11Q: 3 clusters Score -2.095327e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151087 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -20953338.000000 Penalty: 5915.982422
	Iteration 12Q: 3 clusters Score -2.095334e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151111 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -20953384.000000 Penalty: 5915.982422
	Iteration 13Q: 3 clusters Score -2.095338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151124 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20953400.000000 Penalty: 5915.982422
	Iteration 14Q: 3 clusters Score -2.09534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151131 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20953424.000000 Penalty: 5915.982422
	Iteration 15Q: 3 clusters Score -2.095342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151138 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20953448.000000 Penalty: 5915.982422
	Iteration 16Q: 3 clusters Score -2.095345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151144 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20953458.000000 Penalty: 5915.982422
	Iteration 17Q: 3 clusters Score -2.095346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151148 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20953458.000000 Penalty: 5915.982422
	Iteration 18Q: 3 clusters Score -2.095346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151148 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20953458.000000 Penalty: 5915.982422
	Iteration 19F: 3 clusters Score -2.095346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181269 members 
Entering Unmasked Estep 
Score: -24979282.000000 Penalty: 3002.718994
	Iteration 0F: 2 clusters Score -2.497928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -24861440.000000 Penalty: 6005.437988
	Iteration 0F: 3 clusters Score -2.486144e+07 nChanged 87182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 87404 members 
Entering Unmasked Estep 
Score: -24911398.000000 Penalty: 6005.437988
	Iteration 1F: 3 clusters Score -2.49114e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95657 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -24912508.000000 Penalty: 6005.437988
	Iteration 2Q: 3 clusters Score -2.491251e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98448 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -24913666.000000 Penalty: 6005.437988
	Iteration 3Q: 3 clusters Score -2.491367e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102797 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -24915454.000000 Penalty: 6005.437988
	Iteration 4Q: 3 clusters Score -2.491545e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109473 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -24918492.000000 Penalty: 6005.437988
	Iteration 5Q: 3 clusters Score -2.491849e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119210 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -24924022.000000 Penalty: 6005.437988
	Iteration 6F: 3 clusters Score -2.492402e+07 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132442 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -24933634.000000 Penalty: 6005.437988
	Iteration 7F: 3 clusters Score -2.493363e+07 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148145 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -24947008.000000 Penalty: 6005.437988
	Iteration 8F: 3 clusters Score -2.494701e+07 nChanged 15284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163427 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -24960518.000000 Penalty: 6005.437988
	Iteration 9F: 3 clusters Score -2.496052e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173810 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -24969748.000000 Penalty: 6005.437988
	Iteration 10F: 3 clusters Score -2.496975e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178818 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -24974512.000000 Penalty: 6005.437988
	Iteration 11Q: 3 clusters Score -2.497451e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180505 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -24975926.000000 Penalty: 6005.437988
	Iteration 12Q: 3 clusters Score -2.497593e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180912 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -24976356.000000 Penalty: 6005.437988
	Iteration 13Q: 3 clusters Score -2.497636e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181018 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24976458.000000 Penalty: 6005.437988
	Iteration 14Q: 3 clusters Score -2.497646e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181062 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24976514.000000 Penalty: 6005.437988
	Iteration 15Q: 3 clusters Score -2.497651e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181082 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24976530.000000 Penalty: 6005.437988
	Iteration 16Q: 3 clusters Score -2.497653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181090 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24976556.000000 Penalty: 6005.437988
	Iteration 17Q: 3 clusters Score -2.497656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181090 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24976584.000000 Penalty: 6005.437988
	Iteration 18Q: 3 clusters Score -2.497658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181092 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24976602.000000 Penalty: 6005.437988
	Iteration 19Q: 3 clusters Score -2.49766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181097 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24976626.000000 Penalty: 6005.437988
	Iteration 20F: 3 clusters Score -2.497663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181098 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24976624.000000 Penalty: 6005.437988
	Iteration 21Q: 3 clusters Score -2.497662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181098 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24976624.000000 Penalty: 6005.437988
	Iteration 22F: 3 clusters Score -2.497662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -84037.031250 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -84037.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82355.148438 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -82355.15 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83571.117188 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -83571.12 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -84433.078125 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -84433.08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -84688.664062 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -84688.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84830.656250 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -84830.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -84910.710938 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -84910.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -84942.960938 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -84942.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -84942.960938 Penalty: 3264.684326
	Iteration 7F: 3 clusters Score -84942.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 81893 members 
Mstep: Class 3 contains 43531 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151355 members 
Mstep: Class 10 contains 181269 members 
Mstep: Class 11 contains 81 members 
Mstep: Class 12 contains 53116 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167400 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136999 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 641 members 
Entering Unmasked Estep 
Score: -137451184.000000 Penalty: 78884.125000
Splitting cluster 11 changes total score from -137451904.000000 to -137451184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (53116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Entering Unmasked Estep 
Score: -7157390.000000 Penalty: 2698.297852
	Iteration 0F: 2 clusters Score -7157390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -7121480.500000 Penalty: 5396.595703
	Iteration 0F: 3 clusters Score -7121480 nChanged 24764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -7135101.500000 Penalty: 5396.595703
	Iteration 1F: 3 clusters Score -7135102 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -7135610.000000 Penalty: 5396.595703
	Iteration 2Q: 3 clusters Score -7135610 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -7135966.000000 Penalty: 5396.595703
	Iteration 3Q: 3 clusters Score -7135966 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -7136387.000000 Penalty: 5396.595703
	Iteration 4Q: 3 clusters Score -7136387 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -7136814.500000 Penalty: 5396.595703
	Iteration 5Q: 3 clusters Score -7136814 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -7137346.000000 Penalty: 5396.595703
	Iteration 6Q: 3 clusters Score -7137346 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -7138228.500000 Penalty: 5396.595703
	Iteration 7Q: 3 clusters Score -7138228 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -7139963.000000 Penalty: 5396.595703
	Iteration 8F: 3 clusters Score -7139963 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -7142560.500000 Penalty: 5396.595703
	Iteration 9F: 3 clusters Score -7142560 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -7146096.500000 Penalty: 5396.595703
	Iteration 10F: 3 clusters Score -7146096 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -7149643.000000 Penalty: 5396.595703
	Iteration 11F: 3 clusters Score -7149643 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7152384.000000 Penalty: 5396.595703
	Iteration 12F: 3 clusters Score -7152384 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7153889.000000 Penalty: 5396.595703
	Iteration 13Q: 3 clusters Score -7153889 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7154598.500000 Penalty: 5396.595703
	Iteration 14Q: 3 clusters Score -7154598 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7154900.500000 Penalty: 5396.595703
	Iteration 15Q: 3 clusters Score -7154900 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7155019.500000 Penalty: 5396.595703
	Iteration 16Q: 3 clusters Score -7155020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7155078.000000 Penalty: 5396.595703
	Iteration 17Q: 3 clusters Score -7155078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7155116.000000 Penalty: 5396.595703
	Iteration 18Q: 3 clusters Score -7155116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7155146.500000 Penalty: 5396.595703
	Iteration 19Q: 3 clusters Score -7155146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7155168.500000 Penalty: 5396.595703
	Iteration 20F: 3 clusters Score -7155168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7155173.000000 Penalty: 5396.595703
	Iteration 21Q: 3 clusters Score -7155173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7155176.000000 Penalty: 5396.595703
	Iteration 22Q: 3 clusters Score -7155176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7155178.500000 Penalty: 5396.595703
	Iteration 23Q: 3 clusters Score -7155178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7155174.500000 Penalty: 5396.595703
	Iteration 24Q: 3 clusters Score -7155174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7155181.500000 Penalty: 5396.595703
	Iteration 25Q: 3 clusters Score -7155182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7155181.500000 Penalty: 5396.595703
	Iteration 26F: 3 clusters Score -7155182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -152883.312500 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -152883.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -150905.187500 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -150905.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -151284.734375 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -151284.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -151396.656250 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -151396.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -151501.984375 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -151502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -151576.015625 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -151576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -151623.687500 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -151623.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -151645.906250 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -151645.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -151662.640625 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -151662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -151680.421875 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -151680.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -151693.000000 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -151693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -151696.562500 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -151696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -151698.125000 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -151698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -151700.328125 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -151700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -151702.562500 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -151702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -151702.562500 Penalty: 3497.290771
	Iteration 14F: 3 clusters Score -151702.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -107496.906250 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -107496.9 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 401 members 
Entering Unmasked Estep 
Score: -105687.507812 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -105687.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105973.906250 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -105973.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106068.281250 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -106068.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106206.765625 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -106206.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106388.632812 Penalty: 3345.637207
	Iteration 4F: 3 clusters Score -106388.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -106469.000000 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -106469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -106525.539062 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -106525.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -106571.953125 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -106572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -106605.476562 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -106605.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -106624.031250 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -106624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -106649.664062 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -106649.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -106663.906250 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -106663.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -106671.531250 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -106671.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -106675.312500 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -106675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -106680.320312 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -106680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -106682.375000 Penalty: 3345.637207
	Iteration 15Q: 3 clusters Score -106682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -106687.093750 Penalty: 3345.637207
	Iteration 16Q: 3 clusters Score -106687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -106692.460938 Penalty: 3345.637207
	Iteration 17Q: 3 clusters Score -106692.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -106692.460938 Penalty: 3345.637207
	Iteration 18F: 3 clusters Score -106692.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Entering Unmasked Estep 
Score: -569979.375000 Penalty: 2075.436035
	Iteration 0F: 2 clusters Score -569979.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -565954.625000 Penalty: 4150.872070
	Iteration 0F: 3 clusters Score -565954.6 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -566889.562500 Penalty: 4150.872070
	Iteration 1F: 3 clusters Score -566889.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -567093.437500 Penalty: 4150.872070
	Iteration 2F: 3 clusters Score -567093.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -567239.937500 Penalty: 4150.872070
	Iteration 3Q: 3 clusters Score -567239.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -567355.812500 Penalty: 4150.872070
	Iteration 4Q: 3 clusters Score -567355.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -567443.000000 Penalty: 4150.872070
	Iteration 5Q: 3 clusters Score -567443 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -567542.875000 Penalty: 4150.872070
	Iteration 6Q: 3 clusters Score -567542.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -567619.812500 Penalty: 4150.872070
	Iteration 7Q: 3 clusters Score -567619.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -567678.125000 Penalty: 4150.872070
	Iteration 8Q: 3 clusters Score -567678.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -567727.500000 Penalty: 4150.872070
	Iteration 9Q: 3 clusters Score -567727.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -567772.187500 Penalty: 4150.872070
	Iteration 10Q: 3 clusters Score -567772.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -567820.937500 Penalty: 4150.872070
	Iteration 11Q: 3 clusters Score -567820.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -567860.687500 Penalty: 4150.872070
	Iteration 12Q: 3 clusters Score -567860.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -567903.250000 Penalty: 4150.872070
	Iteration 13Q: 3 clusters Score -567903.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -567946.625000 Penalty: 4150.872070
	Iteration 14Q: 3 clusters Score -567946.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -567990.937500 Penalty: 4150.872070
	Iteration 15Q: 3 clusters Score -567990.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -568029.062500 Penalty: 4150.872070
	Iteration 16Q: 3 clusters Score -568029.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -568061.937500 Penalty: 4150.872070
	Iteration 17Q: 3 clusters Score -568061.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -568106.250000 Penalty: 4150.872070
	Iteration 18Q: 3 clusters Score -568106.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -568135.125000 Penalty: 4150.872070
	Iteration 19Q: 3 clusters Score -568135.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -568166.125000 Penalty: 4150.872070
	Iteration 20F: 3 clusters Score -568166.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -568190.312500 Penalty: 4150.872070
	Iteration 21Q: 3 clusters Score -568190.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -568208.312500 Penalty: 4150.872070
	Iteration 22Q: 3 clusters Score -568208.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -568226.312500 Penalty: 4150.872070
	Iteration 23Q: 3 clusters Score -568226.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -568244.312500 Penalty: 4150.872070
	Iteration 24Q: 3 clusters Score -568244.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -568262.125000 Penalty: 4150.872070
	Iteration 25Q: 3 clusters Score -568262.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -568280.250000 Penalty: 4150.872070
	Iteration 26Q: 3 clusters Score -568280.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -568295.937500 Penalty: 4150.872070
	Iteration 27Q: 3 clusters Score -568295.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -568310.687500 Penalty: 4150.872070
	Iteration 28Q: 3 clusters Score -568310.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -568323.750000 Penalty: 4150.872070
	Iteration 29Q: 3 clusters Score -568323.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -568337.812500 Penalty: 4150.872070
	Iteration 30Q: 3 clusters Score -568337.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -568345.875000 Penalty: 4150.872070
	Iteration 31Q: 3 clusters Score -568345.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -568357.687500 Penalty: 4150.872070
	Iteration 32Q: 3 clusters Score -568357.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -568371.437500 Penalty: 4150.872070
	Iteration 33Q: 3 clusters Score -568371.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -568385.625000 Penalty: 4150.872070
	Iteration 34Q: 3 clusters Score -568385.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -568394.125000 Penalty: 4150.872070
	Iteration 35Q: 3 clusters Score -568394.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -568399.812500 Penalty: 4150.872070
	Iteration 36Q: 3 clusters Score -568399.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -568408.250000 Penalty: 4150.872070
	Iteration 37Q: 3 clusters Score -568408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -568411.500000 Penalty: 4150.872070
	Iteration 38Q: 3 clusters Score -568411.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -568420.000000 Penalty: 4150.872070
	Iteration 39Q: 3 clusters Score -568420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -568425.812500 Penalty: 4150.872070
	Iteration 40F: 3 clusters Score -568425.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -568431.687500 Penalty: 4150.872070
	Iteration 41Q: 3 clusters Score -568431.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -568435.812500 Penalty: 4150.872070
	Iteration 42Q: 3 clusters Score -568435.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -568439.312500 Penalty: 4150.872070
	Iteration 43Q: 3 clusters Score -568439.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -568442.062500 Penalty: 4150.872070
	Iteration 44Q: 3 clusters Score -568442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -568446.937500 Penalty: 4150.872070
	Iteration 45Q: 3 clusters Score -568446.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -568458.187500 Penalty: 4150.872070
	Iteration 46Q: 3 clusters Score -568458.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -568463.937500 Penalty: 4150.872070
	Iteration 47Q: 3 clusters Score -568463.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -568469.625000 Penalty: 4150.872070
	Iteration 48Q: 3 clusters Score -568469.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -568475.500000 Penalty: 4150.872070
	Iteration 49Q: 3 clusters Score -568475.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -568483.937500 Penalty: 4150.872070
	Iteration 50Q: 3 clusters Score -568483.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -568492.875000 Penalty: 4150.872070
	Iteration 51Q: 3 clusters Score -568492.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -568503.562500 Penalty: 4150.872070
	Iteration 52Q: 3 clusters Score -568503.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -568513.062500 Penalty: 4150.872070
	Iteration 53Q: 3 clusters Score -568513.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -568521.687500 Penalty: 4150.872070
	Iteration 54Q: 3 clusters Score -568521.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -568529.187500 Penalty: 4150.872070
	Iteration 55Q: 3 clusters Score -568529.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -568537.062500 Penalty: 4150.872070
	Iteration 56Q: 3 clusters Score -568537.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -568540.625000 Penalty: 4150.872070
	Iteration 57Q: 3 clusters Score -568540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -568543.562500 Penalty: 4150.872070
	Iteration 58Q: 3 clusters Score -568543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -568544.625000 Penalty: 4150.872070
	Iteration 59Q: 3 clusters Score -568544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -568546.687500 Penalty: 4150.872070
	Iteration 60F: 3 clusters Score -568546.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -568549.375000 Penalty: 4150.872070
	Iteration 61Q: 3 clusters Score -568549.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -568549.750000 Penalty: 4150.872070
	Iteration 62Q: 3 clusters Score -568549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -568552.312500 Penalty: 4150.872070
	Iteration 63Q: 3 clusters Score -568552.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -568554.062500 Penalty: 4150.872070
	Iteration 64Q: 3 clusters Score -568554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -568554.937500 Penalty: 4150.872070
	Iteration 65Q: 3 clusters Score -568554.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -568554.937500 Penalty: 4150.872070
	Iteration 66F: 3 clusters Score -568554.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167400 members 
Entering Unmasked Estep 
Score: -23049518.000000 Penalty: 2982.979004
	Iteration 0F: 2 clusters Score -2.304952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -22939258.000000 Penalty: 5965.958008
	Iteration 0F: 3 clusters Score -2.293926e+07 nChanged 80196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -22985354.000000 Penalty: 5965.958008
	Iteration 1F: 3 clusters Score -2.298535e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82775 members 
Mstep: Class 2 contains 84625 members 
Entering Unmasked Estep 
Score: -22986040.000000 Penalty: 5965.958008
	Iteration 2Q: 3 clusters Score -2.298604e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -22986752.000000 Penalty: 5965.958008
	Iteration 3Q: 3 clusters Score -2.298675e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 86132 members 
Entering Unmasked Estep 
Score: -22987748.000000 Penalty: 5965.958008
	Iteration 4Q: 3 clusters Score -2.298775e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -22988920.000000 Penalty: 5965.958008
	Iteration 5Q: 3 clusters Score -2.298892e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 89744 members 
Entering Unmasked Estep 
Score: -22990620.000000 Penalty: 5965.958008
	Iteration 6Q: 3 clusters Score -2.299062e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74548 members 
Mstep: Class 2 contains 92852 members 
Entering Unmasked Estep 
Score: -22993016.000000 Penalty: 5965.958008
	Iteration 7Q: 3 clusters Score -2.299302e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 97202 members 
Entering Unmasked Estep 
Score: -22996904.000000 Penalty: 5965.958008
	Iteration 8Q: 3 clusters Score -2.29969e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 102860 members 
Entering Unmasked Estep 
Score: -23002676.000000 Penalty: 5965.958008
	Iteration 9F: 3 clusters Score -2.300268e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 109464 members 
Entering Unmasked Estep 
Score: -23010548.000000 Penalty: 5965.958008
	Iteration 10F: 3 clusters Score -2.301055e+07 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 115901 members 
Entering Unmasked Estep 
Score: -23019176.000000 Penalty: 5965.958008
	Iteration 11F: 3 clusters Score -2.301918e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 121099 members 
Entering Unmasked Estep 
Score: -23026050.000000 Penalty: 5965.958008
	Iteration 12F: 3 clusters Score -2.302605e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 125186 members 
Entering Unmasked Estep 
Score: -23029858.000000 Penalty: 5965.958008
	Iteration 13Q: 3 clusters Score -2.302986e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 128870 members 
Entering Unmasked Estep 
Score: -23032008.000000 Penalty: 5965.958008
	Iteration 14Q: 3 clusters Score -2.303201e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 132447 members 
Entering Unmasked Estep 
Score: -23033550.000000 Penalty: 5965.958008
	Iteration 15Q: 3 clusters Score -2.303355e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 135986 members 
Entering Unmasked Estep 
Score: -23034930.000000 Penalty: 5965.958008
	Iteration 16Q: 3 clusters Score -2.303493e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 139342 members 
Entering Unmasked Estep 
Score: -23036338.000000 Penalty: 5965.958008
	Iteration 17Q: 3 clusters Score -2.303634e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -23037818.000000 Penalty: 5965.958008
	Iteration 18Q: 3 clusters Score -2.303782e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 145784 members 
Entering Unmasked Estep 
Score: -23039164.000000 Penalty: 5965.958008
	Iteration 19Q: 3 clusters Score -2.303916e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 148762 members 
Entering Unmasked Estep 
Score: -23040434.000000 Penalty: 5965.958008
	Iteration 20F: 3 clusters Score -2.304043e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 151405 members 
Entering Unmasked Estep 
Score: -23041712.000000 Penalty: 5965.958008
	Iteration 21Q: 3 clusters Score -2.304171e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 153683 members 
Entering Unmasked Estep 
Score: -23042742.000000 Penalty: 5965.958008
	Iteration 22Q: 3 clusters Score -2.304274e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 155614 members 
Entering Unmasked Estep 
Score: -23043700.000000 Penalty: 5965.958008
	Iteration 23Q: 3 clusters Score -2.30437e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 157321 members 
Entering Unmasked Estep 
Score: -23044600.000000 Penalty: 5965.958008
	Iteration 24Q: 3 clusters Score -2.30446e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 158821 members 
Entering Unmasked Estep 
Score: -23045224.000000 Penalty: 5965.958008
	Iteration 25Q: 3 clusters Score -2.304522e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 160059 members 
Entering Unmasked Estep 
Score: -23045718.000000 Penalty: 5965.958008
	Iteration 26Q: 3 clusters Score -2.304572e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 161043 members 
Entering Unmasked Estep 
Score: -23046178.000000 Penalty: 5965.958008
	Iteration 27Q: 3 clusters Score -2.304618e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 161838 members 
Entering Unmasked Estep 
Score: -23046476.000000 Penalty: 5965.958008
	Iteration 28Q: 3 clusters Score -2.304648e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 162478 members 
Entering Unmasked Estep 
Score: -23046760.000000 Penalty: 5965.958008
	Iteration 29Q: 3 clusters Score -2.304676e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 162988 members 
Entering Unmasked Estep 
Score: -23047116.000000 Penalty: 5965.958008
	Iteration 30Q: 3 clusters Score -2.304712e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 163390 members 
Entering Unmasked Estep 
Score: -23047208.000000 Penalty: 5965.958008
	Iteration 31Q: 3 clusters Score -2.304721e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 163684 members 
Entering Unmasked Estep 
Score: -23047268.000000 Penalty: 5965.958008
	Iteration 32Q: 3 clusters Score -2.304727e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 163924 members 
Entering Unmasked Estep 
Score: -23047366.000000 Penalty: 5965.958008
	Iteration 33Q: 3 clusters Score -2.304737e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 164110 members 
Entering Unmasked Estep 
Score: -23047442.000000 Penalty: 5965.958008
	Iteration 34Q: 3 clusters Score -2.304744e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -23047464.000000 Penalty: 5965.958008
	Iteration 35Q: 3 clusters Score -2.304746e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 164386 members 
Entering Unmasked Estep 
Score: -23047470.000000 Penalty: 5965.958008
	Iteration 36Q: 3 clusters Score -2.304747e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 164507 members 
Entering Unmasked Estep 
Score: -23047504.000000 Penalty: 5965.958008
	Iteration 37Q: 3 clusters Score -2.30475e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 164626 members 
Entering Unmasked Estep 
Score: -23047536.000000 Penalty: 5965.958008
	Iteration 38Q: 3 clusters Score -2.304754e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 164717 members 
Entering Unmasked Estep 
Score: -23047574.000000 Penalty: 5965.958008
	Iteration 39Q: 3 clusters Score -2.304757e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 164778 members 
Entering Unmasked Estep 
Score: -23047576.000000 Penalty: 5965.958008
	Iteration 40F: 3 clusters Score -2.304758e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 164809 members 
Entering Unmasked Estep 
Score: -23047572.000000 Penalty: 5965.958008
	Iteration 41Q: 3 clusters Score -2.304757e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 164834 members 
Entering Unmasked Estep 
Score: -23047584.000000 Penalty: 5965.958008
	Iteration 42Q: 3 clusters Score -2.304758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 164855 members 
Entering Unmasked Estep 
Score: -23047576.000000 Penalty: 5965.958008
	Iteration 43Q: 3 clusters Score -2.304758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -23047560.000000 Penalty: 5965.958008
	Iteration 44Q: 3 clusters Score -2.304756e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 164917 members 
Entering Unmasked Estep 
Score: -23047548.000000 Penalty: 5965.958008
	Iteration 45Q: 3 clusters Score -2.304755e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 164944 members 
Entering Unmasked Estep 
Score: -23047560.000000 Penalty: 5965.958008
	Iteration 46Q: 3 clusters Score -2.304756e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 164964 members 
Entering Unmasked Estep 
Score: -23047554.000000 Penalty: 5965.958008
	Iteration 47Q: 3 clusters Score -2.304755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 164982 members 
Entering Unmasked Estep 
Score: -23047540.000000 Penalty: 5965.958008
	Iteration 48Q: 3 clusters Score -2.304754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 164993 members 
Entering Unmasked Estep 
Score: -23047526.000000 Penalty: 5965.958008
	Iteration 49Q: 3 clusters Score -2.304753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 165004 members 
Entering Unmasked Estep 
Score: -23047518.000000 Penalty: 5965.958008
	Iteration 50Q: 3 clusters Score -2.304752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -23047528.000000 Penalty: 5965.958008
	Iteration 51Q: 3 clusters Score -2.304753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -23047528.000000 Penalty: 5965.958008
	Iteration 52Q: 3 clusters Score -2.304753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -23047526.000000 Penalty: 5965.958008
	Iteration 53Q: 3 clusters Score -2.304753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 165042 members 
Entering Unmasked Estep 
Score: -23047534.000000 Penalty: 5965.958008
	Iteration 54Q: 3 clusters Score -2.304753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 165053 members 
Entering Unmasked Estep 
Score: -23047556.000000 Penalty: 5965.958008
	Iteration 55Q: 3 clusters Score -2.304756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 165061 members 
Entering Unmasked Estep 
Score: -23047570.000000 Penalty: 5965.958008
	Iteration 56Q: 3 clusters Score -2.304757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 165066 members 
Entering Unmasked Estep 
Score: -23047578.000000 Penalty: 5965.958008
	Iteration 57Q: 3 clusters Score -2.304758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -23047602.000000 Penalty: 5965.958008
	Iteration 58Q: 3 clusters Score -2.30476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 165085 members 
Entering Unmasked Estep 
Score: -23047598.000000 Penalty: 5965.958008
	Iteration 59Q: 3 clusters Score -2.30476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 165098 members 
Entering Unmasked Estep 
Score: -23047584.000000 Penalty: 5965.958008
	Iteration 60F: 3 clusters Score -2.304758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 165114 members 
Entering Unmasked Estep 
Score: -23047574.000000 Penalty: 5965.958008
	Iteration 61Q: 3 clusters Score -2.304757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 165134 members 
Entering Unmasked Estep 
Score: -23047574.000000 Penalty: 5965.958008
	Iteration 62Q: 3 clusters Score -2.304757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 165153 members 
Entering Unmasked Estep 
Score: -23047588.000000 Penalty: 5965.958008
	Iteration 63Q: 3 clusters Score -2.304759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 165162 members 
Entering Unmasked Estep 
Score: -23047582.000000 Penalty: 5965.958008
	Iteration 64Q: 3 clusters Score -2.304758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 165172 members 
Entering Unmasked Estep 
Score: -23047590.000000 Penalty: 5965.958008
	Iteration 65Q: 3 clusters Score -2.304759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -23047584.000000 Penalty: 5965.958008
	Iteration 66Q: 3 clusters Score -2.304758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 165181 members 
Entering Unmasked Estep 
Score: -23047586.000000 Penalty: 5965.958008
	Iteration 67Q: 3 clusters Score -2.304759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 165181 members 
Entering Unmasked Estep 
Score: -23047586.000000 Penalty: 5965.958008
	Iteration 68F: 3 clusters Score -2.304759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Entering Unmasked Estep 
Score: -3912339.250000 Penalty: 2546.703125
	Iteration 0F: 2 clusters Score -3912339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3892581.500000 Penalty: 5093.406250
	Iteration 0F: 3 clusters Score -3892582 nChanged 13022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3899567.000000 Penalty: 5093.406250
	Iteration 1F: 3 clusters Score -3899567 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3900038.750000 Penalty: 5093.406250
	Iteration 2Q: 3 clusters Score -3900039 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3900491.000000 Penalty: 5093.406250
	Iteration 3Q: 3 clusters Score -3900491 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3900982.000000 Penalty: 5093.406250
	Iteration 4Q: 3 clusters Score -3900982 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3901536.000000 Penalty: 5093.406250
	Iteration 5Q: 3 clusters Score -3901536 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3902294.750000 Penalty: 5093.406250
	Iteration 6Q: 3 clusters Score -3902295 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3903354.250000 Penalty: 5093.406250
	Iteration 7F: 3 clusters Score -3903354 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3904685.750000 Penalty: 5093.406250
	Iteration 8F: 3 clusters Score -3904686 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3906118.750000 Penalty: 5093.406250
	Iteration 9F: 3 clusters Score -3906119 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3907288.250000 Penalty: 5093.406250
	Iteration 10Q: 3 clusters Score -3907288 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3908119.250000 Penalty: 5093.406250
	Iteration 11Q: 3 clusters Score -3908119 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -3908629.500000 Penalty: 5093.406250
	Iteration 12Q: 3 clusters Score -3908630 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3909025.000000 Penalty: 5093.406250
	Iteration 13Q: 3 clusters Score -3909025 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3909320.000000 Penalty: 5093.406250
	Iteration 14Q: 3 clusters Score -3909320 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3909495.750000 Penalty: 5093.406250
	Iteration 15Q: 3 clusters Score -3909496 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3909650.250000 Penalty: 5093.406250
	Iteration 16Q: 3 clusters Score -3909650 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -3909769.000000 Penalty: 5093.406250
	Iteration 17Q: 3 clusters Score -3909769 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3909833.750000 Penalty: 5093.406250
	Iteration 18Q: 3 clusters Score -3909834 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3909870.750000 Penalty: 5093.406250
	Iteration 19Q: 3 clusters Score -3909871 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3909899.250000 Penalty: 5093.406250
	Iteration 20F: 3 clusters Score -3909899 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3909935.500000 Penalty: 5093.406250
	Iteration 21Q: 3 clusters Score -3909936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3909969.750000 Penalty: 5093.406250
	Iteration 22Q: 3 clusters Score -3909970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -3910006.750000 Penalty: 5093.406250
	Iteration 23Q: 3 clusters Score -3910007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3910030.000000 Penalty: 5093.406250
	Iteration 24Q: 3 clusters Score -3910030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3910052.250000 Penalty: 5093.406250
	Iteration 25Q: 3 clusters Score -3910052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -3910071.000000 Penalty: 5093.406250
	Iteration 26Q: 3 clusters Score -3910071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -3910089.250000 Penalty: 5093.406250
	Iteration 27Q: 3 clusters Score -3910089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3910093.500000 Penalty: 5093.406250
	Iteration 28Q: 3 clusters Score -3910094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3910104.750000 Penalty: 5093.406250
	Iteration 29Q: 3 clusters Score -3910105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -3910107.250000 Penalty: 5093.406250
	Iteration 30Q: 3 clusters Score -3910107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3910127.500000 Penalty: 5093.406250
	Iteration 31Q: 3 clusters Score -3910128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3910131.750000 Penalty: 5093.406250
	Iteration 32Q: 3 clusters Score -3910132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3910147.500000 Penalty: 5093.406250
	Iteration 33Q: 3 clusters Score -3910148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3910152.500000 Penalty: 5093.406250
	Iteration 34Q: 3 clusters Score -3910152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3910161.750000 Penalty: 5093.406250
	Iteration 35Q: 3 clusters Score -3910162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3910160.750000 Penalty: 5093.406250
	Iteration 36Q: 3 clusters Score -3910161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3910158.750000 Penalty: 5093.406250
	Iteration 37Q: 3 clusters Score -3910159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3910161.750000 Penalty: 5093.406250
	Iteration 38Q: 3 clusters Score -3910162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3910167.250000 Penalty: 5093.406250
	Iteration 39Q: 3 clusters Score -3910167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3910163.250000 Penalty: 5093.406250
	Iteration 40F: 3 clusters Score -3910163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3910169.750000 Penalty: 5093.406250
	Iteration 41Q: 3 clusters Score -3910170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3910171.000000 Penalty: 5093.406250
	Iteration 42Q: 3 clusters Score -3910171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3910171.000000 Penalty: 5093.406250
	Iteration 43F: 3 clusters Score -3910171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -160940.218750 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -160940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -158830.296875 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -158830.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -159146.968750 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -159147 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -159282.015625 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -159282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -159366.484375 Penalty: 3517.504150
	Iteration 3Q: 3 clusters Score -159366.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -159498.859375 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -159498.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -159646.937500 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -159646.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -159776.468750 Penalty: 3517.504150
	Iteration 6F: 3 clusters Score -159776.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -159856.515625 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -159856.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -159912.781250 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -159912.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -159947.546875 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -159947.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -159979.953125 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -159980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -160007.703125 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -160007.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -160029.750000 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -160029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -160041.609375 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -160041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -160053.328125 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -160053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -160054.953125 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -160055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -160057.328125 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -160057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -160059.921875 Penalty: 3517.504150
	Iteration 17Q: 3 clusters Score -160059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -160064.843750 Penalty: 3517.504150
	Iteration 18Q: 3 clusters Score -160064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -160066.703125 Penalty: 3517.504150
	Iteration 19Q: 3 clusters Score -160066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -160071.921875 Penalty: 3517.504150
	Iteration 20F: 3 clusters Score -160071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -160076.046875 Penalty: 3517.504150
	Iteration 21Q: 3 clusters Score -160076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -160079.921875 Penalty: 3517.504150
	Iteration 22Q: 3 clusters Score -160079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -160082.812500 Penalty: 3517.504150
	Iteration 23Q: 3 clusters Score -160082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -160082.812500 Penalty: 3517.504150
	Iteration 24F: 3 clusters Score -160082.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (136999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136999 members 
Entering Unmasked Estep 
Score: -18903644.000000 Penalty: 2933.276855
	Iteration 0F: 2 clusters Score -1.890364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -18811962.000000 Penalty: 5866.553711
	Iteration 0F: 3 clusters Score -1.881196e+07 nChanged 65343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -18849546.000000 Penalty: 5866.553711
	Iteration 1F: 3 clusters Score -1.884955e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69091 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -18850328.000000 Penalty: 5866.553711
	Iteration 2Q: 3 clusters Score -1.885033e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -18851118.000000 Penalty: 5866.553711
	Iteration 3Q: 3 clusters Score -1.885112e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 66194 members 
Entering Unmasked Estep 
Score: -18851938.000000 Penalty: 5866.553711
	Iteration 4Q: 3 clusters Score -1.885194e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -18853164.000000 Penalty: 5866.553711
	Iteration 5Q: 3 clusters Score -1.885316e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -18854664.000000 Penalty: 5866.553711
	Iteration 6Q: 3 clusters Score -1.885466e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79239 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -18857034.000000 Penalty: 5866.553711
	Iteration 7Q: 3 clusters Score -1.885703e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -18860976.000000 Penalty: 5866.553711
	Iteration 8F: 3 clusters Score -1.886098e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -18867334.000000 Penalty: 5866.553711
	Iteration 9F: 3 clusters Score -1.886733e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -18875248.000000 Penalty: 5866.553711
	Iteration 10F: 3 clusters Score -1.887525e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -18882942.000000 Penalty: 5866.553711
	Iteration 11F: 3 clusters Score -1.888294e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113634 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -18888716.000000 Penalty: 5866.553711
	Iteration 12Q: 3 clusters Score -1.888872e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117251 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -18892350.000000 Penalty: 5866.553711
	Iteration 13Q: 3 clusters Score -1.889235e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119790 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -18894340.000000 Penalty: 5866.553711
	Iteration 14Q: 3 clusters Score -1.889434e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121810 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -18895672.000000 Penalty: 5866.553711
	Iteration 15Q: 3 clusters Score -1.889567e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123522 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -18896552.000000 Penalty: 5866.553711
	Iteration 16Q: 3 clusters Score -1.889655e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124973 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -18897268.000000 Penalty: 5866.553711
	Iteration 17Q: 3 clusters Score -1.889727e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126178 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -18897892.000000 Penalty: 5866.553711
	Iteration 18Q: 3 clusters Score -1.889789e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127234 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -18898338.000000 Penalty: 5866.553711
	Iteration 19Q: 3 clusters Score -1.889834e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128143 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -18898772.000000 Penalty: 5866.553711
	Iteration 20F: 3 clusters Score -1.889877e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128961 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -18899164.000000 Penalty: 5866.553711
	Iteration 21Q: 3 clusters Score -1.889916e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129701 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -18899476.000000 Penalty: 5866.553711
	Iteration 22Q: 3 clusters Score -1.889948e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130371 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -18899732.000000 Penalty: 5866.553711
	Iteration 23Q: 3 clusters Score -1.889973e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130945 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -18899934.000000 Penalty: 5866.553711
	Iteration 24Q: 3 clusters Score -1.889993e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131432 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -18900170.000000 Penalty: 5866.553711
	Iteration 25Q: 3 clusters Score -1.890017e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131863 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -18900326.000000 Penalty: 5866.553711
	Iteration 26Q: 3 clusters Score -1.890033e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132271 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -18900480.000000 Penalty: 5866.553711
	Iteration 27Q: 3 clusters Score -1.890048e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132619 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -18900662.000000 Penalty: 5866.553711
	Iteration 28Q: 3 clusters Score -1.890066e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132945 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -18900816.000000 Penalty: 5866.553711
	Iteration 29Q: 3 clusters Score -1.890082e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133224 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -18900892.000000 Penalty: 5866.553711
	Iteration 30Q: 3 clusters Score -1.890089e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133462 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -18900926.000000 Penalty: 5866.553711
	Iteration 31Q: 3 clusters Score -1.890093e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133654 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -18900980.000000 Penalty: 5866.553711
	Iteration 32Q: 3 clusters Score -1.890098e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133821 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -18901004.000000 Penalty: 5866.553711
	Iteration 33Q: 3 clusters Score -1.8901e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133957 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -18901064.000000 Penalty: 5866.553711
	Iteration 34Q: 3 clusters Score -1.890106e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134050 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -18901144.000000 Penalty: 5866.553711
	Iteration 35Q: 3 clusters Score -1.890114e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134117 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -18901130.000000 Penalty: 5866.553711
	Iteration 36Q: 3 clusters Score -1.890113e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134181 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -18901150.000000 Penalty: 5866.553711
	Iteration 37Q: 3 clusters Score -1.890115e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134246 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -18901158.000000 Penalty: 5866.553711
	Iteration 38Q: 3 clusters Score -1.890116e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134306 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -18901190.000000 Penalty: 5866.553711
	Iteration 39Q: 3 clusters Score -1.890119e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134359 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -18901220.000000 Penalty: 5866.553711
	Iteration 40F: 3 clusters Score -1.890122e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134417 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -18901218.000000 Penalty: 5866.553711
	Iteration 41Q: 3 clusters Score -1.890122e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -18901222.000000 Penalty: 5866.553711
	Iteration 42Q: 3 clusters Score -1.890122e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134524 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -18901224.000000 Penalty: 5866.553711
	Iteration 43Q: 3 clusters Score -1.890122e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134585 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -18901218.000000 Penalty: 5866.553711
	Iteration 44Q: 3 clusters Score -1.890122e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134645 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -18901218.000000 Penalty: 5866.553711
	Iteration 45Q: 3 clusters Score -1.890122e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134689 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -18901234.000000 Penalty: 5866.553711
	Iteration 46Q: 3 clusters Score -1.890123e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134730 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -18901254.000000 Penalty: 5866.553711
	Iteration 47Q: 3 clusters Score -1.890125e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134769 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -18901254.000000 Penalty: 5866.553711
	Iteration 48Q: 3 clusters Score -1.890125e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134812 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -18901288.000000 Penalty: 5866.553711
	Iteration 49Q: 3 clusters Score -1.890129e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134859 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -18901308.000000 Penalty: 5866.553711
	Iteration 50Q: 3 clusters Score -1.890131e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -18901316.000000 Penalty: 5866.553711
	Iteration 51Q: 3 clusters Score -1.890132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134909 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -18901320.000000 Penalty: 5866.553711
	Iteration 52Q: 3 clusters Score -1.890132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134940 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -18901296.000000 Penalty: 5866.553711
	Iteration 53Q: 3 clusters Score -1.89013e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134962 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -18901312.000000 Penalty: 5866.553711
	Iteration 54Q: 3 clusters Score -1.890131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134981 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -18901308.000000 Penalty: 5866.553711
	Iteration 55Q: 3 clusters Score -1.890131e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135006 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -18901318.000000 Penalty: 5866.553711
	Iteration 56Q: 3 clusters Score -1.890132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135021 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -18901338.000000 Penalty: 5866.553711
	Iteration 57Q: 3 clusters Score -1.890134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135033 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -18901318.000000 Penalty: 5866.553711
	Iteration 58Q: 3 clusters Score -1.890132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135040 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -18901340.000000 Penalty: 5866.553711
	Iteration 59Q: 3 clusters Score -1.890134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135044 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -18901344.000000 Penalty: 5866.553711
	Iteration 60F: 3 clusters Score -1.890134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135049 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -18901322.000000 Penalty: 5866.553711
	Iteration 61Q: 3 clusters Score -1.890132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135056 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -18901350.000000 Penalty: 5866.553711
	Iteration 62Q: 3 clusters Score -1.890135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135064 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -18901348.000000 Penalty: 5866.553711
	Iteration 63Q: 3 clusters Score -1.890135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135072 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -18901356.000000 Penalty: 5866.553711
	Iteration 64Q: 3 clusters Score -1.890136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135081 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -18901358.000000 Penalty: 5866.553711
	Iteration 65Q: 3 clusters Score -1.890136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135094 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -18901338.000000 Penalty: 5866.553711
	Iteration 66Q: 3 clusters Score -1.890134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135103 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -18901340.000000 Penalty: 5866.553711
	Iteration 67Q: 3 clusters Score -1.890134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135116 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -18901346.000000 Penalty: 5866.553711
	Iteration 68Q: 3 clusters Score -1.890135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135131 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -18901336.000000 Penalty: 5866.553711
	Iteration 69Q: 3 clusters Score -1.890134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135143 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -18901340.000000 Penalty: 5866.553711
	Iteration 70Q: 3 clusters Score -1.890134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135163 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -18901368.000000 Penalty: 5866.553711
	Iteration 71Q: 3 clusters Score -1.890137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135174 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -18901370.000000 Penalty: 5866.553711
	Iteration 72Q: 3 clusters Score -1.890137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135186 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -18901392.000000 Penalty: 5866.553711
	Iteration 73Q: 3 clusters Score -1.890139e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135202 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -18901390.000000 Penalty: 5866.553711
	Iteration 74Q: 3 clusters Score -1.890139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135217 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -18901374.000000 Penalty: 5866.553711
	Iteration 75Q: 3 clusters Score -1.890137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135233 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -18901354.000000 Penalty: 5866.553711
	Iteration 76Q: 3 clusters Score -1.890135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135246 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -18901364.000000 Penalty: 5866.553711
	Iteration 77Q: 3 clusters Score -1.890136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135266 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -18901380.000000 Penalty: 5866.553711
	Iteration 78Q: 3 clusters Score -1.890138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135283 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -18901392.000000 Penalty: 5866.553711
	Iteration 79Q: 3 clusters Score -1.890139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135297 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -18901374.000000 Penalty: 5866.553711
	Iteration 80F: 3 clusters Score -1.890137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135315 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -18901386.000000 Penalty: 5866.553711
	Iteration 81Q: 3 clusters Score -1.890139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135335 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -18901402.000000 Penalty: 5866.553711
	Iteration 82Q: 3 clusters Score -1.89014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135344 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -18901404.000000 Penalty: 5866.553711
	Iteration 83Q: 3 clusters Score -1.89014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135353 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -18901406.000000 Penalty: 5866.553711
	Iteration 84Q: 3 clusters Score -1.890141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135359 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -18901410.000000 Penalty: 5866.553711
	Iteration 85Q: 3 clusters Score -1.890141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135366 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -18901416.000000 Penalty: 5866.553711
	Iteration 86Q: 3 clusters Score -1.890142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135370 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -18901408.000000 Penalty: 5866.553711
	Iteration 87Q: 3 clusters Score -1.890141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135371 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -18901406.000000 Penalty: 5866.553711
	Iteration 88Q: 3 clusters Score -1.890141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135372 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -18901404.000000 Penalty: 5866.553711
	Iteration 89Q: 3 clusters Score -1.89014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135372 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -18901404.000000 Penalty: 5866.553711
	Iteration 90F: 3 clusters Score -1.89014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -80969.242188 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -80969.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79312.968750 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -79312.97 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79651.304688 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -79651.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79863.054688 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -79863.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80069.109375 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -80069.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80314.007812 Penalty: 3237.141602
	Iteration 4F: 3 clusters Score -80314.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80466.882812 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -80466.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80550.781250 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -80550.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80678.257812 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -80678.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80865.242188 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -80865.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80964.171875 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -80964.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80990.914062 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -80990.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81001.750000 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -81001.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81013.367188 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -81013.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81017.093750 Penalty: 3237.141602
	Iteration 13Q: 3 clusters Score -81017.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81018.484375 Penalty: 3237.141602
	Iteration 14Q: 3 clusters Score -81018.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81018.484375 Penalty: 3237.141602
	Iteration 15F: 3 clusters Score -81018.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 81893 members 
Mstep: Class 3 contains 43531 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151355 members 
Mstep: Class 10 contains 181269 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53116 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167400 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136999 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 365 members 
Entering Unmasked Estep 
Score: -137450160.000000 Penalty: 78884.125000
Splitting cluster 20 changes total score from -137451904.000000 to -137450160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -57314.660156 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -57314.66 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 226 members 
Entering Unmasked Estep 
Score: -55793.652344 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -55793.65 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55978.183594 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -55978.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56038.941406 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -56038.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56091.019531 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -56091.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -56122.433594 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -56122.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56136.121094 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -56136.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56146.164062 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -56146.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56158.910156 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -56158.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56160.484375 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -56160.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56160.484375 Penalty: 3061.163330
	Iteration 9F: 3 clusters Score -56160.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -31824.111328 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -31824.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30619.244141 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -30619.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30697.765625 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -30697.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30706.796875 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -30706.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30706.796875 Penalty: 2738.644775
	Iteration 3F: 3 clusters Score -30706.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 81893 members 
Mstep: Class 3 contains 43531 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151355 members 
Mstep: Class 10 contains 181269 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53116 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167400 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136999 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452000.000000 Penalty: 75454.375000
Iteration 359Q: 23 clusters Score -1.37452e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 81892 members 
Mstep: Class 3 contains 43531 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151345 members 
Mstep: Class 10 contains 181281 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53118 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167403 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136994 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451872.000000 Penalty: 75454.375000
Iteration 360F: 23 clusters Score -1.374519e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147061 members 
Mstep: Class 2 contains 81891 members 
Mstep: Class 3 contains 43533 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151341 members 
Mstep: Class 10 contains 181289 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53119 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167403 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136980 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451888.000000 Penalty: 75454.375000
Iteration 361Q: 23 clusters Score -1.374519e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147063 members 
Mstep: Class 2 contains 81891 members 
Mstep: Class 3 contains 43532 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151336 members 
Mstep: Class 10 contains 181303 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53115 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 167409 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136967 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 75454.375000
Iteration 362Q: 23 clusters Score -1.374519e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147062 members 
Mstep: Class 2 contains 81892 members 
Mstep: Class 3 contains 43531 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151337 members 
Mstep: Class 10 contains 181309 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53114 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167409 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136960 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 75454.375000
Iteration 363Q: 23 clusters Score -1.374519e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147059 members 
Mstep: Class 2 contains 81883 members 
Mstep: Class 3 contains 43532 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151338 members 
Mstep: Class 10 contains 181316 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53110 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167411 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136966 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451792.000000 Penalty: 75454.375000
Iteration 364Q: 23 clusters Score -1.374518e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147064 members 
Mstep: Class 2 contains 81883 members 
Mstep: Class 3 contains 43530 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151329 members 
Mstep: Class 10 contains 181318 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53109 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167419 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136962 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451744.000000 Penalty: 75454.375000
Iteration 365Q: 23 clusters Score -1.374517e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147068 members 
Mstep: Class 2 contains 81883 members 
Mstep: Class 3 contains 43530 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151329 members 
Mstep: Class 10 contains 181327 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53107 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167415 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136956 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451776.000000 Penalty: 75454.375000
Iteration 366Q: 23 clusters Score -1.374518e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147072 members 
Mstep: Class 2 contains 81883 members 
Mstep: Class 3 contains 43529 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151325 members 
Mstep: Class 10 contains 181338 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53105 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167418 members 
Mstep: Class 17 contains 28821 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136946 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451776.000000 Penalty: 75454.375000
Iteration 367Q: 23 clusters Score -1.374518e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147074 members 
Mstep: Class 2 contains 81885 members 
Mstep: Class 3 contains 43529 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151320 members 
Mstep: Class 10 contains 181343 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53105 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167416 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136943 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451888.000000 Penalty: 75454.375000
Iteration 368Q: 23 clusters Score -1.374519e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147076 members 
Mstep: Class 2 contains 81885 members 
Mstep: Class 3 contains 43530 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151324 members 
Mstep: Class 10 contains 181346 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53104 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167412 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136938 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 369Q: 23 clusters Score -1.374518e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147077 members 
Mstep: Class 2 contains 81886 members 
Mstep: Class 3 contains 43530 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151320 members 
Mstep: Class 10 contains 181347 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53104 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167415 members 
Mstep: Class 17 contains 28821 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136937 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 370Q: 23 clusters Score -1.374519e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147082 members 
Mstep: Class 2 contains 81884 members 
Mstep: Class 3 contains 43531 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151317 members 
Mstep: Class 10 contains 181354 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53103 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167413 members 
Mstep: Class 17 contains 28820 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136933 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 75454.375000
Iteration 371Q: 23 clusters Score -1.374518e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147081 members 
Mstep: Class 2 contains 81884 members 
Mstep: Class 3 contains 43532 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151319 members 
Mstep: Class 10 contains 181352 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53101 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167416 members 
Mstep: Class 17 contains 28821 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136931 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451760.000000 Penalty: 75454.375000
Iteration 372Q: 23 clusters Score -1.374518e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147080 members 
Mstep: Class 2 contains 81884 members 
Mstep: Class 3 contains 43533 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151320 members 
Mstep: Class 10 contains 181350 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167420 members 
Mstep: Class 17 contains 28820 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136930 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451872.000000 Penalty: 75454.375000
Iteration 373Q: 23 clusters Score -1.374519e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147080 members 
Mstep: Class 2 contains 81885 members 
Mstep: Class 3 contains 43530 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151323 members 
Mstep: Class 10 contains 181355 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53097 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167421 members 
Mstep: Class 17 contains 28820 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136926 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451888.000000 Penalty: 75454.375000
Iteration 374Q: 23 clusters Score -1.374519e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147082 members 
Mstep: Class 2 contains 81886 members 
Mstep: Class 3 contains 43530 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151322 members 
Mstep: Class 10 contains 181359 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53096 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167418 members 
Mstep: Class 17 contains 28820 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136924 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 75454.375000
Iteration 375Q: 23 clusters Score -1.374519e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 81884 members 
Mstep: Class 3 contains 43530 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151320 members 
Mstep: Class 10 contains 181357 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53097 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167418 members 
Mstep: Class 17 contains 28820 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136926 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 376Q: 23 clusters Score -1.374519e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147086 members 
Mstep: Class 2 contains 81885 members 
Mstep: Class 3 contains 43528 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151320 members 
Mstep: Class 10 contains 181364 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53097 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167418 members 
Mstep: Class 17 contains 28820 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136919 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 75454.375000
Iteration 377Q: 23 clusters Score -1.374519e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147087 members 
Mstep: Class 2 contains 81884 members 
Mstep: Class 3 contains 43528 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151323 members 
Mstep: Class 10 contains 181365 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53096 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167417 members 
Mstep: Class 17 contains 28821 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136916 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 378Q: 23 clusters Score -1.374519e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147088 members 
Mstep: Class 2 contains 81884 members 
Mstep: Class 3 contains 43527 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151320 members 
Mstep: Class 10 contains 181374 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53096 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167414 members 
Mstep: Class 17 contains 28821 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136913 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 379Q: 23 clusters Score -1.374519e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147093 members 
Mstep: Class 2 contains 81884 members 
Mstep: Class 3 contains 43527 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151321 members 
Mstep: Class 10 contains 181376 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53095 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167410 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136909 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451936.000000 Penalty: 75454.375000
Iteration 380F: 23 clusters Score -1.374519e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147096 members 
Mstep: Class 2 contains 81881 members 
Mstep: Class 3 contains 43526 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151320 members 
Mstep: Class 10 contains 181379 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167410 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136908 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 381Q: 23 clusters Score -1.374519e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 81878 members 
Mstep: Class 3 contains 43526 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151320 members 
Mstep: Class 10 contains 181389 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167408 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136905 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 382Q: 23 clusters Score -1.374518e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147097 members 
Mstep: Class 2 contains 81876 members 
Mstep: Class 3 contains 43524 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151322 members 
Mstep: Class 10 contains 181394 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167404 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136904 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 383Q: 23 clusters Score -1.374518e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147100 members 
Mstep: Class 2 contains 81875 members 
Mstep: Class 3 contains 43522 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151324 members 
Mstep: Class 10 contains 181396 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53095 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167406 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136898 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 384Q: 23 clusters Score -1.374519e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 81875 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151326 members 
Mstep: Class 10 contains 181398 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167406 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136896 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 385Q: 23 clusters Score -1.374518e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151325 members 
Mstep: Class 10 contains 181399 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167407 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136895 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451872.000000 Penalty: 75454.375000
Iteration 386Q: 23 clusters Score -1.374519e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151327 members 
Mstep: Class 10 contains 181404 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167402 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136892 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 387Q: 23 clusters Score -1.374519e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151328 members 
Mstep: Class 10 contains 181407 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167403 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136889 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 388Q: 23 clusters Score -1.374518e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43516 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151327 members 
Mstep: Class 10 contains 181409 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167405 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136886 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 389Q: 23 clusters Score -1.374519e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 81872 members 
Mstep: Class 3 contains 43516 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151329 members 
Mstep: Class 10 contains 181410 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167404 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136885 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 75454.375000
Iteration 390Q: 23 clusters Score -1.374518e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43516 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151332 members 
Mstep: Class 10 contains 181413 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167403 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136881 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 75454.375000
Iteration 391Q: 23 clusters Score -1.374518e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147107 members 
Mstep: Class 2 contains 81870 members 
Mstep: Class 3 contains 43515 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151334 members 
Mstep: Class 10 contains 181417 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167402 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136877 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451776.000000 Penalty: 75454.375000
Iteration 392Q: 23 clusters Score -1.374518e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 81870 members 
Mstep: Class 3 contains 43516 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151336 members 
Mstep: Class 10 contains 181420 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167402 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136872 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451792.000000 Penalty: 75454.375000
Iteration 393Q: 23 clusters Score -1.374518e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 81870 members 
Mstep: Class 3 contains 43517 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151336 members 
Mstep: Class 10 contains 181422 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167403 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136869 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451776.000000 Penalty: 75454.375000
Iteration 394Q: 23 clusters Score -1.374518e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43518 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151335 members 
Mstep: Class 10 contains 181422 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167403 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136867 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451808.000000 Penalty: 75454.375000
Iteration 395Q: 23 clusters Score -1.374518e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151334 members 
Mstep: Class 10 contains 181421 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167403 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136870 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451792.000000 Penalty: 75454.375000
Iteration 396Q: 23 clusters Score -1.374518e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151334 members 
Mstep: Class 10 contains 181418 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167404 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136870 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 397Q: 23 clusters Score -1.374518e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151334 members 
Mstep: Class 10 contains 181419 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167403 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136870 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451776.000000 Penalty: 75454.375000
Iteration 398Q: 23 clusters Score -1.374518e+08 nChanged 16
Entering ConstructFrom: 
Score: -137451776.000000 Penalty: 75454.375000
Entering ConstructFrom: 
Trying to split cluster 1 (147103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147103 members 
Entering Unmasked Estep 
Score: -20340746.000000 Penalty: 2950.924316
	Iteration 0F: 2 clusters Score -2.034075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73545 members 
Mstep: Class 2 contains 73558 members 
Entering Unmasked Estep 
Score: -20243236.000000 Penalty: 5901.848633
	Iteration 0F: 3 clusters Score -2.024324e+07 nChanged 70262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -20284140.000000 Penalty: 5901.848633
	Iteration 1F: 3 clusters Score -2.028414e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -20285118.000000 Penalty: 5901.848633
	Iteration 2Q: 3 clusters Score -2.028512e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -20286464.000000 Penalty: 5901.848633
	Iteration 3Q: 3 clusters Score -2.028646e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -20288396.000000 Penalty: 5901.848633
	Iteration 4Q: 3 clusters Score -2.02884e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -20290836.000000 Penalty: 5901.848633
	Iteration 5Q: 3 clusters Score -2.029084e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72584 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -20295222.000000 Penalty: 5901.848633
	Iteration 6F: 3 clusters Score -2.029522e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -20301904.000000 Penalty: 5901.848633
	Iteration 7F: 3 clusters Score -2.03019e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69811 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -20310834.000000 Penalty: 5901.848633
	Iteration 8F: 3 clusters Score -2.031083e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 78735 members 
Entering Unmasked Estep 
Score: -20318072.000000 Penalty: 5901.848633
	Iteration 9F: 3 clusters Score -2.031807e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -20321300.000000 Penalty: 5901.848633
	Iteration 10F: 3 clusters Score -2.03213e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -20322544.000000 Penalty: 5901.848633
	Iteration 11Q: 3 clusters Score -2.032254e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -20323110.000000 Penalty: 5901.848633
	Iteration 12Q: 3 clusters Score -2.032311e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -20323618.000000 Penalty: 5901.848633
	Iteration 13Q: 3 clusters Score -2.032362e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -20324124.000000 Penalty: 5901.848633
	Iteration 14Q: 3 clusters Score -2.032412e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -20324452.000000 Penalty: 5901.848633
	Iteration 15Q: 3 clusters Score -2.032445e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -20324682.000000 Penalty: 5901.848633
	Iteration 16Q: 3 clusters Score -2.032468e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -20324996.000000 Penalty: 5901.848633
	Iteration 17Q: 3 clusters Score -2.0325e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -20325328.000000 Penalty: 5901.848633
	Iteration 18Q: 3 clusters Score -2.032533e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -20325430.000000 Penalty: 5901.848633
	Iteration 19Q: 3 clusters Score -2.032543e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 86305 members 
Entering Unmasked Estep 
Score: -20325646.000000 Penalty: 5901.848633
	Iteration 20F: 3 clusters Score -2.032565e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 86952 members 
Entering Unmasked Estep 
Score: -20325780.000000 Penalty: 5901.848633
	Iteration 21Q: 3 clusters Score -2.032578e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 87601 members 
Entering Unmasked Estep 
Score: -20325866.000000 Penalty: 5901.848633
	Iteration 22Q: 3 clusters Score -2.032587e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -20325918.000000 Penalty: 5901.848633
	Iteration 23Q: 3 clusters Score -2.032592e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -20326038.000000 Penalty: 5901.848633
	Iteration 24Q: 3 clusters Score -2.032604e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -20326154.000000 Penalty: 5901.848633
	Iteration 25Q: 3 clusters Score -2.032615e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 90244 members 
Entering Unmasked Estep 
Score: -20326244.000000 Penalty: 5901.848633
	Iteration 26Q: 3 clusters Score -2.032624e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -20326342.000000 Penalty: 5901.848633
	Iteration 27Q: 3 clusters Score -2.032634e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -20326402.000000 Penalty: 5901.848633
	Iteration 28Q: 3 clusters Score -2.03264e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -20326548.000000 Penalty: 5901.848633
	Iteration 29Q: 3 clusters Score -2.032655e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -20326782.000000 Penalty: 5901.848633
	Iteration 30Q: 3 clusters Score -2.032678e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -20326890.000000 Penalty: 5901.848633
	Iteration 31Q: 3 clusters Score -2.032689e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -20326940.000000 Penalty: 5901.848633
	Iteration 32Q: 3 clusters Score -2.032694e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 95902 members 
Entering Unmasked Estep 
Score: -20327020.000000 Penalty: 5901.848633
	Iteration 33Q: 3 clusters Score -2.032702e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 96806 members 
Entering Unmasked Estep 
Score: -20327176.000000 Penalty: 5901.848633
	Iteration 34Q: 3 clusters Score -2.032718e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -20327302.000000 Penalty: 5901.848633
	Iteration 35Q: 3 clusters Score -2.03273e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 98715 members 
Entering Unmasked Estep 
Score: -20327394.000000 Penalty: 5901.848633
	Iteration 36Q: 3 clusters Score -2.032739e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 99727 members 
Entering Unmasked Estep 
Score: -20327538.000000 Penalty: 5901.848633
	Iteration 37Q: 3 clusters Score -2.032754e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -20327746.000000 Penalty: 5901.848633
	Iteration 38Q: 3 clusters Score -2.032775e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 101844 members 
Entering Unmasked Estep 
Score: -20327852.000000 Penalty: 5901.848633
	Iteration 39Q: 3 clusters Score -2.032785e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 102972 members 
Entering Unmasked Estep 
Score: -20327902.000000 Penalty: 5901.848633
	Iteration 40F: 3 clusters Score -2.03279e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 104147 members 
Entering Unmasked Estep 
Score: -20328122.000000 Penalty: 5901.848633
	Iteration 41Q: 3 clusters Score -2.032812e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 105351 members 
Entering Unmasked Estep 
Score: -20328238.000000 Penalty: 5901.848633
	Iteration 42Q: 3 clusters Score -2.032824e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
Score: -20328570.000000 Penalty: 5901.848633
	Iteration 43Q: 3 clusters Score -2.032857e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 107967 members 
Entering Unmasked Estep 
Score: -20328758.000000 Penalty: 5901.848633
	Iteration 44Q: 3 clusters Score -2.032876e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -20329100.000000 Penalty: 5901.848633
	Iteration 45Q: 3 clusters Score -2.03291e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 110759 members 
Entering Unmasked Estep 
Score: -20329412.000000 Penalty: 5901.848633
	Iteration 46Q: 3 clusters Score -2.032941e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 112206 members 
Entering Unmasked Estep 
Score: -20329726.000000 Penalty: 5901.848633
	Iteration 47Q: 3 clusters Score -2.032973e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 113772 members 
Entering Unmasked Estep 
Score: -20330074.000000 Penalty: 5901.848633
	Iteration 48Q: 3 clusters Score -2.033007e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 115352 members 
Entering Unmasked Estep 
Score: -20330522.000000 Penalty: 5901.848633
	Iteration 49Q: 3 clusters Score -2.033052e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 116996 members 
Entering Unmasked Estep 
Score: -20331018.000000 Penalty: 5901.848633
	Iteration 50Q: 3 clusters Score -2.033102e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 118673 members 
Entering Unmasked Estep 
Score: -20331538.000000 Penalty: 5901.848633
	Iteration 51Q: 3 clusters Score -2.033154e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -20331984.000000 Penalty: 5901.848633
	Iteration 52Q: 3 clusters Score -2.033198e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 121874 members 
Entering Unmasked Estep 
Score: -20332480.000000 Penalty: 5901.848633
	Iteration 53Q: 3 clusters Score -2.033248e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 123413 members 
Entering Unmasked Estep 
Score: -20332980.000000 Penalty: 5901.848633
	Iteration 54Q: 3 clusters Score -2.033298e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 124902 members 
Entering Unmasked Estep 
Score: -20333386.000000 Penalty: 5901.848633
	Iteration 55Q: 3 clusters Score -2.033339e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 126350 members 
Entering Unmasked Estep 
Score: -20333850.000000 Penalty: 5901.848633
	Iteration 56Q: 3 clusters Score -2.033385e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 127711 members 
Entering Unmasked Estep 
Score: -20334326.000000 Penalty: 5901.848633
	Iteration 57Q: 3 clusters Score -2.033433e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 129023 members 
Entering Unmasked Estep 
Score: -20334680.000000 Penalty: 5901.848633
	Iteration 58Q: 3 clusters Score -2.033468e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 130259 members 
Entering Unmasked Estep 
Score: -20335134.000000 Penalty: 5901.848633
	Iteration 59Q: 3 clusters Score -2.033513e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 131501 members 
Entering Unmasked Estep 
Score: -20335668.000000 Penalty: 5901.848633
	Iteration 60F: 3 clusters Score -2.033567e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 132660 members 
Entering Unmasked Estep 
Score: -20336102.000000 Penalty: 5901.848633
	Iteration 61Q: 3 clusters Score -2.03361e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 133774 members 
Entering Unmasked Estep 
Score: -20336458.000000 Penalty: 5901.848633
	Iteration 62Q: 3 clusters Score -2.033646e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 134857 members 
Entering Unmasked Estep 
Score: -20336962.000000 Penalty: 5901.848633
	Iteration 63Q: 3 clusters Score -2.033696e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 135912 members 
Entering Unmasked Estep 
Score: -20337194.000000 Penalty: 5901.848633
	Iteration 64Q: 3 clusters Score -2.033719e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 136869 members 
Entering Unmasked Estep 
Score: -20337530.000000 Penalty: 5901.848633
	Iteration 65Q: 3 clusters Score -2.033753e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 137665 members 
Entering Unmasked Estep 
Score: -20337648.000000 Penalty: 5901.848633
	Iteration 66Q: 3 clusters Score -2.033765e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 138372 members 
Entering Unmasked Estep 
Score: -20337856.000000 Penalty: 5901.848633
	Iteration 67Q: 3 clusters Score -2.033786e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 139012 members 
Entering Unmasked Estep 
Score: -20338078.000000 Penalty: 5901.848633
	Iteration 68Q: 3 clusters Score -2.033808e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 139578 members 
Entering Unmasked Estep 
Score: -20338270.000000 Penalty: 5901.848633
	Iteration 69Q: 3 clusters Score -2.033827e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 140075 members 
Entering Unmasked Estep 
Score: -20338300.000000 Penalty: 5901.848633
	Iteration 70Q: 3 clusters Score -2.03383e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 140515 members 
Entering Unmasked Estep 
Score: -20338332.000000 Penalty: 5901.848633
	Iteration 71Q: 3 clusters Score -2.033833e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 140936 members 
Entering Unmasked Estep 
Score: -20338426.000000 Penalty: 5901.848633
	Iteration 72Q: 3 clusters Score -2.033843e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 141306 members 
Entering Unmasked Estep 
Score: -20338510.000000 Penalty: 5901.848633
	Iteration 73Q: 3 clusters Score -2.033851e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 141623 members 
Entering Unmasked Estep 
Score: -20338528.000000 Penalty: 5901.848633
	Iteration 74Q: 3 clusters Score -2.033853e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 141903 members 
Entering Unmasked Estep 
Score: -20338616.000000 Penalty: 5901.848633
	Iteration 75Q: 3 clusters Score -2.033862e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 142179 members 
Entering Unmasked Estep 
Score: -20338660.000000 Penalty: 5901.848633
	Iteration 76Q: 3 clusters Score -2.033866e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 142456 members 
Entering Unmasked Estep 
Score: -20338700.000000 Penalty: 5901.848633
	Iteration 77Q: 3 clusters Score -2.03387e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 142708 members 
Entering Unmasked Estep 
Score: -20338760.000000 Penalty: 5901.848633
	Iteration 78Q: 3 clusters Score -2.033876e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 142948 members 
Entering Unmasked Estep 
Score: -20338802.000000 Penalty: 5901.848633
	Iteration 79Q: 3 clusters Score -2.03388e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 143150 members 
Entering Unmasked Estep 
Score: -20338868.000000 Penalty: 5901.848633
	Iteration 80F: 3 clusters Score -2.033887e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 143326 members 
Entering Unmasked Estep 
Score: -20338840.000000 Penalty: 5901.848633
	Iteration 81Q: 3 clusters Score -2.033884e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 143474 members 
Entering Unmasked Estep 
Score: -20338880.000000 Penalty: 5901.848633
	Iteration 82Q: 3 clusters Score -2.033888e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 143593 members 
Entering Unmasked Estep 
Score: -20338904.000000 Penalty: 5901.848633
	Iteration 83Q: 3 clusters Score -2.03389e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 143693 members 
Entering Unmasked Estep 
Score: -20338918.000000 Penalty: 5901.848633
	Iteration 84Q: 3 clusters Score -2.033892e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 143793 members 
Entering Unmasked Estep 
Score: -20338960.000000 Penalty: 5901.848633
	Iteration 85Q: 3 clusters Score -2.033896e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 143879 members 
Entering Unmasked Estep 
Score: -20338960.000000 Penalty: 5901.848633
	Iteration 86Q: 3 clusters Score -2.033896e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 143966 members 
Entering Unmasked Estep 
Score: -20338952.000000 Penalty: 5901.848633
	Iteration 87Q: 3 clusters Score -2.033895e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 144037 members 
Entering Unmasked Estep 
Score: -20338934.000000 Penalty: 5901.848633
	Iteration 88Q: 3 clusters Score -2.033893e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 144091 members 
Entering Unmasked Estep 
Score: -20338916.000000 Penalty: 5901.848633
	Iteration 89Q: 3 clusters Score -2.033892e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 144145 members 
Entering Unmasked Estep 
Score: -20338948.000000 Penalty: 5901.848633
	Iteration 90Q: 3 clusters Score -2.033895e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 144199 members 
Entering Unmasked Estep 
Score: -20338956.000000 Penalty: 5901.848633
	Iteration 91Q: 3 clusters Score -2.033896e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 144248 members 
Entering Unmasked Estep 
Score: -20338940.000000 Penalty: 5901.848633
	Iteration 92Q: 3 clusters Score -2.033894e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 144295 members 
Entering Unmasked Estep 
Score: -20338994.000000 Penalty: 5901.848633
	Iteration 93Q: 3 clusters Score -2.033899e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 144337 members 
Entering Unmasked Estep 
Score: -20338980.000000 Penalty: 5901.848633
	Iteration 94Q: 3 clusters Score -2.033898e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 144371 members 
Entering Unmasked Estep 
Score: -20338984.000000 Penalty: 5901.848633
	Iteration 95Q: 3 clusters Score -2.033898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 144403 members 
Entering Unmasked Estep 
Score: -20339000.000000 Penalty: 5901.848633
	Iteration 96Q: 3 clusters Score -2.0339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 144431 members 
Entering Unmasked Estep 
Score: -20338978.000000 Penalty: 5901.848633
	Iteration 97Q: 3 clusters Score -2.033898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 144456 members 
Entering Unmasked Estep 
Score: -20338984.000000 Penalty: 5901.848633
	Iteration 98Q: 3 clusters Score -2.033898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 144477 members 
Entering Unmasked Estep 
Score: -20338996.000000 Penalty: 5901.848633
	Iteration 99Q: 3 clusters Score -2.0339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 144495 members 
Entering Unmasked Estep 
Score: -20339002.000000 Penalty: 5901.848633
	Iteration 100F: 3 clusters Score -2.0339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 144519 members 
Entering Unmasked Estep 
Score: -20338986.000000 Penalty: 5901.848633
	Iteration 101Q: 3 clusters Score -2.033899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 144543 members 
Entering Unmasked Estep 
Score: -20339004.000000 Penalty: 5901.848633
	Iteration 102Q: 3 clusters Score -2.0339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 144563 members 
Entering Unmasked Estep 
Score: -20339024.000000 Penalty: 5901.848633
	Iteration 103Q: 3 clusters Score -2.033902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 144584 members 
Entering Unmasked Estep 
Score: -20339028.000000 Penalty: 5901.848633
	Iteration 104Q: 3 clusters Score -2.033903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 144600 members 
Entering Unmasked Estep 
Score: -20339042.000000 Penalty: 5901.848633
	Iteration 105Q: 3 clusters Score -2.033904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 144608 members 
Entering Unmasked Estep 
Score: -20339044.000000 Penalty: 5901.848633
	Iteration 106Q: 3 clusters Score -2.033904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 144621 members 
Entering Unmasked Estep 
Score: -20339030.000000 Penalty: 5901.848633
	Iteration 107Q: 3 clusters Score -2.033903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 144630 members 
Entering Unmasked Estep 
Score: -20339052.000000 Penalty: 5901.848633
	Iteration 108Q: 3 clusters Score -2.033905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 144639 members 
Entering Unmasked Estep 
Score: -20339048.000000 Penalty: 5901.848633
	Iteration 109Q: 3 clusters Score -2.033905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 144650 members 
Entering Unmasked Estep 
Score: -20339048.000000 Penalty: 5901.848633
	Iteration 110Q: 3 clusters Score -2.033905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -20339052.000000 Penalty: 5901.848633
	Iteration 111Q: 3 clusters Score -2.033905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -20339050.000000 Penalty: 5901.848633
	Iteration 112Q: 3 clusters Score -2.033905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -20339040.000000 Penalty: 5901.848633
	Iteration 113Q: 3 clusters Score -2.033904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 144691 members 
Entering Unmasked Estep 
Score: -20339048.000000 Penalty: 5901.848633
	Iteration 114Q: 3 clusters Score -2.033905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 144696 members 
Entering Unmasked Estep 
Score: -20339028.000000 Penalty: 5901.848633
	Iteration 115Q: 3 clusters Score -2.033903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -20339046.000000 Penalty: 5901.848633
	Iteration 116Q: 3 clusters Score -2.033905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 144718 members 
Entering Unmasked Estep 
Score: -20339054.000000 Penalty: 5901.848633
	Iteration 117Q: 3 clusters Score -2.033905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 144725 members 
Entering Unmasked Estep 
Score: -20339068.000000 Penalty: 5901.848633
	Iteration 118Q: 3 clusters Score -2.033907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 144730 members 
Entering Unmasked Estep 
Score: -20339060.000000 Penalty: 5901.848633
	Iteration 119Q: 3 clusters Score -2.033906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 144740 members 
Entering Unmasked Estep 
Score: -20339070.000000 Penalty: 5901.848633
	Iteration 120F: 3 clusters Score -2.033907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 144753 members 
Entering Unmasked Estep 
Score: -20339056.000000 Penalty: 5901.848633
	Iteration 121Q: 3 clusters Score -2.033906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 144761 members 
Entering Unmasked Estep 
Score: -20339038.000000 Penalty: 5901.848633
	Iteration 122Q: 3 clusters Score -2.033904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 144772 members 
Entering Unmasked Estep 
Score: -20339032.000000 Penalty: 5901.848633
	Iteration 123Q: 3 clusters Score -2.033903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 144783 members 
Entering Unmasked Estep 
Score: -20339050.000000 Penalty: 5901.848633
	Iteration 124Q: 3 clusters Score -2.033905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 144797 members 
Entering Unmasked Estep 
Score: -20339040.000000 Penalty: 5901.848633
	Iteration 125Q: 3 clusters Score -2.033904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 144806 members 
Entering Unmasked Estep 
Score: -20339032.000000 Penalty: 5901.848633
	Iteration 126Q: 3 clusters Score -2.033903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 144814 members 
Entering Unmasked Estep 
Score: -20339028.000000 Penalty: 5901.848633
	Iteration 127Q: 3 clusters Score -2.033903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 144823 members 
Entering Unmasked Estep 
Score: -20339026.000000 Penalty: 5901.848633
	Iteration 128Q: 3 clusters Score -2.033903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 144831 members 
Entering Unmasked Estep 
Score: -20339054.000000 Penalty: 5901.848633
	Iteration 129Q: 3 clusters Score -2.033905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 144834 members 
Entering Unmasked Estep 
Score: -20339052.000000 Penalty: 5901.848633
	Iteration 130Q: 3 clusters Score -2.033905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 144836 members 
Entering Unmasked Estep 
Score: -20339046.000000 Penalty: 5901.848633
	Iteration 131Q: 3 clusters Score -2.033905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 144838 members 
Entering Unmasked Estep 
Score: -20339048.000000 Penalty: 5901.848633
	Iteration 132Q: 3 clusters Score -2.033905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 144841 members 
Entering Unmasked Estep 
Score: -20339046.000000 Penalty: 5901.848633
	Iteration 133Q: 3 clusters Score -2.033905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 144846 members 
Entering Unmasked Estep 
Score: -20339040.000000 Penalty: 5901.848633
	Iteration 134Q: 3 clusters Score -2.033904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 144849 members 
Entering Unmasked Estep 
Score: -20339044.000000 Penalty: 5901.848633
	Iteration 135Q: 3 clusters Score -2.033904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 144853 members 
Entering Unmasked Estep 
Score: -20339030.000000 Penalty: 5901.848633
	Iteration 136Q: 3 clusters Score -2.033903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 144853 members 
Entering Unmasked Estep 
Score: -20339030.000000 Penalty: 5901.848633
	Iteration 137F: 3 clusters Score -2.033903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Entering Unmasked Estep 
Score: -11343711.000000 Penalty: 2805.599365
	Iteration 0F: 2 clusters Score -1.134371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -11288863.000000 Penalty: 5611.198730
	Iteration 0F: 3 clusters Score -1.128886e+07 nChanged 38485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -11310586.000000 Penalty: 5611.198730
	Iteration 1F: 3 clusters Score -1.131059e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -11311210.000000 Penalty: 5611.198730
	Iteration 2Q: 3 clusters Score -1.131121e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -11311637.000000 Penalty: 5611.198730
	Iteration 3Q: 3 clusters Score -1.131164e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -11312207.000000 Penalty: 5611.198730
	Iteration 4Q: 3 clusters Score -1.131221e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -11312952.000000 Penalty: 5611.198730
	Iteration 5Q: 3 clusters Score -1.131295e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -11314158.000000 Penalty: 5611.198730
	Iteration 6Q: 3 clusters Score -1.131416e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -11316120.000000 Penalty: 5611.198730
	Iteration 7Q: 3 clusters Score -1.131612e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -11319496.000000 Penalty: 5611.198730
	Iteration 8F: 3 clusters Score -1.13195e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -11324226.000000 Penalty: 5611.198730
	Iteration 9F: 3 clusters Score -1.132423e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -11329525.000000 Penalty: 5611.198730
	Iteration 10F: 3 clusters Score -1.132952e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -11333897.000000 Penalty: 5611.198730
	Iteration 11F: 3 clusters Score -1.13339e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -11336821.000000 Penalty: 5611.198730
	Iteration 12Q: 3 clusters Score -1.133682e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -11338612.000000 Penalty: 5611.198730
	Iteration 13Q: 3 clusters Score -1.133861e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 77188 members 
Entering Unmasked Estep 
Score: -11339583.000000 Penalty: 5611.198730
	Iteration 14Q: 3 clusters Score -1.133958e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -11340098.000000 Penalty: 5611.198730
	Iteration 15Q: 3 clusters Score -1.13401e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -11340434.000000 Penalty: 5611.198730
	Iteration 16Q: 3 clusters Score -1.134043e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -11340646.000000 Penalty: 5611.198730
	Iteration 17Q: 3 clusters Score -1.134065e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -11340792.000000 Penalty: 5611.198730
	Iteration 18Q: 3 clusters Score -1.134079e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -11340880.000000 Penalty: 5611.198730
	Iteration 19Q: 3 clusters Score -1.134088e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -11340964.000000 Penalty: 5611.198730
	Iteration 20F: 3 clusters Score -1.134096e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 79375 members 
Entering Unmasked Estep 
Score: -11340993.000000 Penalty: 5611.198730
	Iteration 21Q: 3 clusters Score -1.134099e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -11341038.000000 Penalty: 5611.198730
	Iteration 22Q: 3 clusters Score -1.134104e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -11341093.000000 Penalty: 5611.198730
	Iteration 23Q: 3 clusters Score -1.134109e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -11341123.000000 Penalty: 5611.198730
	Iteration 24Q: 3 clusters Score -1.134112e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -11341156.000000 Penalty: 5611.198730
	Iteration 25Q: 3 clusters Score -1.134116e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -11341173.000000 Penalty: 5611.198730
	Iteration 26Q: 3 clusters Score -1.134117e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -11341202.000000 Penalty: 5611.198730
	Iteration 27Q: 3 clusters Score -1.13412e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -11341220.000000 Penalty: 5611.198730
	Iteration 28Q: 3 clusters Score -1.134122e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -11341235.000000 Penalty: 5611.198730
	Iteration 29Q: 3 clusters Score -1.134124e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -11341249.000000 Penalty: 5611.198730
	Iteration 30Q: 3 clusters Score -1.134125e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 80013 members 
Entering Unmasked Estep 
Score: -11341265.000000 Penalty: 5611.198730
	Iteration 31Q: 3 clusters Score -1.134126e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 80045 members 
Entering Unmasked Estep 
Score: -11341281.000000 Penalty: 5611.198730
	Iteration 32Q: 3 clusters Score -1.134128e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 80080 members 
Entering Unmasked Estep 
Score: -11341286.000000 Penalty: 5611.198730
	Iteration 33Q: 3 clusters Score -1.134129e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -11341301.000000 Penalty: 5611.198730
	Iteration 34Q: 3 clusters Score -1.13413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -11341290.000000 Penalty: 5611.198730
	Iteration 35Q: 3 clusters Score -1.134129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -11341303.000000 Penalty: 5611.198730
	Iteration 36Q: 3 clusters Score -1.13413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -11341300.000000 Penalty: 5611.198730
	Iteration 37Q: 3 clusters Score -1.13413e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -11341286.000000 Penalty: 5611.198730
	Iteration 38Q: 3 clusters Score -1.134129e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -11341303.000000 Penalty: 5611.198730
	Iteration 39Q: 3 clusters Score -1.13413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 80230 members 
Entering Unmasked Estep 
Score: -11341306.000000 Penalty: 5611.198730
	Iteration 40F: 3 clusters Score -1.134131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 80250 members 
Entering Unmasked Estep 
Score: -11341303.000000 Penalty: 5611.198730
	Iteration 41Q: 3 clusters Score -1.13413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 80263 members 
Entering Unmasked Estep 
Score: -11341330.000000 Penalty: 5611.198730
	Iteration 42Q: 3 clusters Score -1.134133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -11341334.000000 Penalty: 5611.198730
	Iteration 43Q: 3 clusters Score -1.134133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 80278 members 
Entering Unmasked Estep 
Score: -11341326.000000 Penalty: 5611.198730
	Iteration 44Q: 3 clusters Score -1.134133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -11341329.000000 Penalty: 5611.198730
	Iteration 45Q: 3 clusters Score -1.134133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -11341317.000000 Penalty: 5611.198730
	Iteration 46Q: 3 clusters Score -1.134132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -11341317.000000 Penalty: 5611.198730
	Iteration 47Q: 3 clusters Score -1.134132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -11341329.000000 Penalty: 5611.198730
	Iteration 48Q: 3 clusters Score -1.134133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -11341322.000000 Penalty: 5611.198730
	Iteration 49Q: 3 clusters Score -1.134132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -11341325.000000 Penalty: 5611.198730
	Iteration 50Q: 3 clusters Score -1.134132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -11341327.000000 Penalty: 5611.198730
	Iteration 51Q: 3 clusters Score -1.134133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -11341328.000000 Penalty: 5611.198730
	Iteration 52Q: 3 clusters Score -1.134133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -11341336.000000 Penalty: 5611.198730
	Iteration 53Q: 3 clusters Score -1.134134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -11341327.000000 Penalty: 5611.198730
	Iteration 54Q: 3 clusters Score -1.134133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -11341332.000000 Penalty: 5611.198730
	Iteration 55Q: 3 clusters Score -1.134133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -11341335.000000 Penalty: 5611.198730
	Iteration 56Q: 3 clusters Score -1.134134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -11341326.000000 Penalty: 5611.198730
	Iteration 57Q: 3 clusters Score -1.134133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -11341329.000000 Penalty: 5611.198730
	Iteration 58Q: 3 clusters Score -1.134133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -11341333.000000 Penalty: 5611.198730
	Iteration 59Q: 3 clusters Score -1.134133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -11341333.000000 Penalty: 5611.198730
	Iteration 60F: 3 clusters Score -1.134133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Entering Unmasked Estep 
Score: -6053327.000000 Penalty: 2648.887695
	Iteration 0F: 2 clusters Score -6053327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -6023875.500000 Penalty: 5297.775391
	Iteration 0F: 3 clusters Score -6023876 nChanged 20014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -6034725.000000 Penalty: 5297.775391
	Iteration 1F: 3 clusters Score -6034725 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -6035322.000000 Penalty: 5297.775391
	Iteration 2Q: 3 clusters Score -6035322 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -6036025.000000 Penalty: 5297.775391
	Iteration 3Q: 3 clusters Score -6036025 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -6036908.500000 Penalty: 5297.775391
	Iteration 4Q: 3 clusters Score -6036908 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -6038045.500000 Penalty: 5297.775391
	Iteration 5Q: 3 clusters Score -6038046 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -6039549.000000 Penalty: 5297.775391
	Iteration 6F: 3 clusters Score -6039549 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -6041214.000000 Penalty: 5297.775391
	Iteration 7F: 3 clusters Score -6041214 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -6042927.500000 Penalty: 5297.775391
	Iteration 8F: 3 clusters Score -6042928 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -6044383.000000 Penalty: 5297.775391
	Iteration 9F: 3 clusters Score -6044383 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -6045428.000000 Penalty: 5297.775391
	Iteration 10Q: 3 clusters Score -6045428 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -6046083.500000 Penalty: 5297.775391
	Iteration 11Q: 3 clusters Score -6046084 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -6046475.500000 Penalty: 5297.775391
	Iteration 12Q: 3 clusters Score -6046476 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -6046759.000000 Penalty: 5297.775391
	Iteration 13Q: 3 clusters Score -6046759 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -6046937.000000 Penalty: 5297.775391
	Iteration 14Q: 3 clusters Score -6046937 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -6047069.000000 Penalty: 5297.775391
	Iteration 15Q: 3 clusters Score -6047069 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -6047203.500000 Penalty: 5297.775391
	Iteration 16Q: 3 clusters Score -6047204 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -6047292.500000 Penalty: 5297.775391
	Iteration 17Q: 3 clusters Score -6047292 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -6047402.500000 Penalty: 5297.775391
	Iteration 18Q: 3 clusters Score -6047402 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -6047538.000000 Penalty: 5297.775391
	Iteration 19Q: 3 clusters Score -6047538 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -6047649.000000 Penalty: 5297.775391
	Iteration 20F: 3 clusters Score -6047649 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -6047802.500000 Penalty: 5297.775391
	Iteration 21Q: 3 clusters Score -6047802 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -6047912.000000 Penalty: 5297.775391
	Iteration 22Q: 3 clusters Score -6047912 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -6048072.000000 Penalty: 5297.775391
	Iteration 23Q: 3 clusters Score -6048072 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -6048248.000000 Penalty: 5297.775391
	Iteration 24Q: 3 clusters Score -6048248 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -6048378.000000 Penalty: 5297.775391
	Iteration 25Q: 3 clusters Score -6048378 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -6048619.000000 Penalty: 5297.775391
	Iteration 26Q: 3 clusters Score -6048619 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -6048793.000000 Penalty: 5297.775391
	Iteration 27Q: 3 clusters Score -6048793 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -6048959.000000 Penalty: 5297.775391
	Iteration 28Q: 3 clusters Score -6048959 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -6049122.500000 Penalty: 5297.775391
	Iteration 29Q: 3 clusters Score -6049122 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -6049341.000000 Penalty: 5297.775391
	Iteration 30Q: 3 clusters Score -6049341 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -6049521.500000 Penalty: 5297.775391
	Iteration 31Q: 3 clusters Score -6049522 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -6049751.000000 Penalty: 5297.775391
	Iteration 32Q: 3 clusters Score -6049751 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -6049988.000000 Penalty: 5297.775391
	Iteration 33Q: 3 clusters Score -6049988 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -6050159.500000 Penalty: 5297.775391
	Iteration 34Q: 3 clusters Score -6050160 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -6050323.500000 Penalty: 5297.775391
	Iteration 35Q: 3 clusters Score -6050324 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -6050481.000000 Penalty: 5297.775391
	Iteration 36Q: 3 clusters Score -6050481 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -6050562.000000 Penalty: 5297.775391
	Iteration 37Q: 3 clusters Score -6050562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -6050651.500000 Penalty: 5297.775391
	Iteration 38Q: 3 clusters Score -6050652 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -6050719.500000 Penalty: 5297.775391
	Iteration 39Q: 3 clusters Score -6050720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -6050785.500000 Penalty: 5297.775391
	Iteration 40F: 3 clusters Score -6050786 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -6050825.500000 Penalty: 5297.775391
	Iteration 41Q: 3 clusters Score -6050826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -6050872.000000 Penalty: 5297.775391
	Iteration 42Q: 3 clusters Score -6050872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -6050890.000000 Penalty: 5297.775391
	Iteration 43Q: 3 clusters Score -6050890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -6050926.500000 Penalty: 5297.775391
	Iteration 44Q: 3 clusters Score -6050926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -6050959.000000 Penalty: 5297.775391
	Iteration 45Q: 3 clusters Score -6050959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -6050995.500000 Penalty: 5297.775391
	Iteration 46Q: 3 clusters Score -6050996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -6051017.000000 Penalty: 5297.775391
	Iteration 47Q: 3 clusters Score -6051017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -6051040.500000 Penalty: 5297.775391
	Iteration 48Q: 3 clusters Score -6051040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -6051049.500000 Penalty: 5297.775391
	Iteration 49Q: 3 clusters Score -6051050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -6051066.000000 Penalty: 5297.775391
	Iteration 50Q: 3 clusters Score -6051066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -6051077.000000 Penalty: 5297.775391
	Iteration 51Q: 3 clusters Score -6051077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -6051090.500000 Penalty: 5297.775391
	Iteration 52Q: 3 clusters Score -6051090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -6051102.500000 Penalty: 5297.775391
	Iteration 53Q: 3 clusters Score -6051102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -6051112.500000 Penalty: 5297.775391
	Iteration 54Q: 3 clusters Score -6051112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -6051116.000000 Penalty: 5297.775391
	Iteration 55Q: 3 clusters Score -6051116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -6051127.000000 Penalty: 5297.775391
	Iteration 56Q: 3 clusters Score -6051127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -6051143.500000 Penalty: 5297.775391
	Iteration 57Q: 3 clusters Score -6051144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -6051138.000000 Penalty: 5297.775391
	Iteration 58Q: 3 clusters Score -6051138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -6051143.000000 Penalty: 5297.775391
	Iteration 59Q: 3 clusters Score -6051143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -6051144.500000 Penalty: 5297.775391
	Iteration 60F: 3 clusters Score -6051144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -6051141.500000 Penalty: 5297.775391
	Iteration 61Q: 3 clusters Score -6051142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -6051146.000000 Penalty: 5297.775391
	Iteration 62Q: 3 clusters Score -6051146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -6051146.000000 Penalty: 5297.775391
	Iteration 63F: 3 clusters Score -6051146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -64590.468750 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -64590.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63049.417969 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -63049.42 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63208.230469 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -63208.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63237.472656 Penalty: 3100.944336
	Iteration 2Q: 3 clusters Score -63237.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63256.046875 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -63256.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63260.917969 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -63260.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63268.562500 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -63268.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63272.902344 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -63272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63274.410156 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -63274.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63277.750000 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -63277.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63279.722656 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -63279.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63281.679688 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -63281.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63281.679688 Penalty: 3100.944336
	Iteration 11F: 3 clusters Score -63281.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56751.851562 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56751.85 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 263 members 
Entering Unmasked Estep 
Score: -55277.351562 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55277.35 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55536.488281 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55536.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55647.382812 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55647.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55805.289062 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -55805.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56081.074219 Penalty: 3078.461670
	Iteration 4F: 3 clusters Score -56081.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56205.210938 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -56205.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56234.429688 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -56234.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56279.070312 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -56279.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56331.738281 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -56331.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56356.328125 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -56356.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56369.218750 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -56369.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56383.039062 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -56383.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56390.546875 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -56390.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56395.566406 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -56395.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56396.390625 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -56396.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56396.390625 Penalty: 3078.461670
	Iteration 15F: 3 clusters Score -56396.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Entering Unmasked Estep 
Score: -1001769.062500 Penalty: 2212.090820
	Iteration 0F: 2 clusters Score -1001769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -995645.812500 Penalty: 4424.181641
	Iteration 0F: 3 clusters Score -995645.8 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -997313.062500 Penalty: 4424.181641
	Iteration 1F: 3 clusters Score -997313.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -997608.187500 Penalty: 4424.181641
	Iteration 2F: 3 clusters Score -997608.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -997795.062500 Penalty: 4424.181641
	Iteration 3F: 3 clusters Score -997795.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -997918.812500 Penalty: 4424.181641
	Iteration 4Q: 3 clusters Score -997918.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -998001.812500 Penalty: 4424.181641
	Iteration 5Q: 3 clusters Score -998001.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -998065.562500 Penalty: 4424.181641
	Iteration 6Q: 3 clusters Score -998065.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -998127.312500 Penalty: 4424.181641
	Iteration 7Q: 3 clusters Score -998127.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -998186.812500 Penalty: 4424.181641
	Iteration 8Q: 3 clusters Score -998186.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -998240.750000 Penalty: 4424.181641
	Iteration 9Q: 3 clusters Score -998240.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -998286.062500 Penalty: 4424.181641
	Iteration 10Q: 3 clusters Score -998286.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -998316.187500 Penalty: 4424.181641
	Iteration 11Q: 3 clusters Score -998316.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -998351.437500 Penalty: 4424.181641
	Iteration 12Q: 3 clusters Score -998351.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -998390.000000 Penalty: 4424.181641
	Iteration 13Q: 3 clusters Score -998390 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -998437.875000 Penalty: 4424.181641
	Iteration 14Q: 3 clusters Score -998437.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -998493.250000 Penalty: 4424.181641
	Iteration 15Q: 3 clusters Score -998493.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -998554.687500 Penalty: 4424.181641
	Iteration 16Q: 3 clusters Score -998554.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -998633.312500 Penalty: 4424.181641
	Iteration 17Q: 3 clusters Score -998633.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -998709.750000 Penalty: 4424.181641
	Iteration 18Q: 3 clusters Score -998709.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -998804.062500 Penalty: 4424.181641
	Iteration 19Q: 3 clusters Score -998804.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -998911.750000 Penalty: 4424.181641
	Iteration 20F: 3 clusters Score -998911.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -999037.125000 Penalty: 4424.181641
	Iteration 21Q: 3 clusters Score -999037.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -999207.375000 Penalty: 4424.181641
	Iteration 22Q: 3 clusters Score -999207.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -999384.562500 Penalty: 4424.181641
	Iteration 23Q: 3 clusters Score -999384.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -999556.812500 Penalty: 4424.181641
	Iteration 24Q: 3 clusters Score -999556.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -999715.562500 Penalty: 4424.181641
	Iteration 25Q: 3 clusters Score -999715.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -999846.625000 Penalty: 4424.181641
	Iteration 26Q: 3 clusters Score -999846.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -999930.750000 Penalty: 4424.181641
	Iteration 27Q: 3 clusters Score -999930.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -999976.250000 Penalty: 4424.181641
	Iteration 28Q: 3 clusters Score -999976.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1000008.937500 Penalty: 4424.181641
	Iteration 29Q: 3 clusters Score -1000009 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1000032.500000 Penalty: 4424.181641
	Iteration 30Q: 3 clusters Score -1000032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1000046.750000 Penalty: 4424.181641
	Iteration 31Q: 3 clusters Score -1000047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1000056.687500 Penalty: 4424.181641
	Iteration 32Q: 3 clusters Score -1000057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1000067.562500 Penalty: 4424.181641
	Iteration 33Q: 3 clusters Score -1000068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1000075.000000 Penalty: 4424.181641
	Iteration 34Q: 3 clusters Score -1000075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1000082.062500 Penalty: 4424.181641
	Iteration 35Q: 3 clusters Score -1000082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1000086.000000 Penalty: 4424.181641
	Iteration 36Q: 3 clusters Score -1000086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1000090.125000 Penalty: 4424.181641
	Iteration 37Q: 3 clusters Score -1000090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1000093.375000 Penalty: 4424.181641
	Iteration 38Q: 3 clusters Score -1000093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1000097.000000 Penalty: 4424.181641
	Iteration 39Q: 3 clusters Score -1000097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1000099.625000 Penalty: 4424.181641
	Iteration 40F: 3 clusters Score -1000100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1000100.625000 Penalty: 4424.181641
	Iteration 41Q: 3 clusters Score -1000101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1000106.500000 Penalty: 4424.181641
	Iteration 42Q: 3 clusters Score -1000106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1000114.125000 Penalty: 4424.181641
	Iteration 43Q: 3 clusters Score -1000114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1000120.250000 Penalty: 4424.181641
	Iteration 44Q: 3 clusters Score -1000120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1000121.812500 Penalty: 4424.181641
	Iteration 45Q: 3 clusters Score -1000122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1000124.937500 Penalty: 4424.181641
	Iteration 46Q: 3 clusters Score -1000125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1000124.687500 Penalty: 4424.181641
	Iteration 47Q: 3 clusters Score -1000125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1000125.000000 Penalty: 4424.181641
	Iteration 48Q: 3 clusters Score -1000125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1000132.250000 Penalty: 4424.181641
	Iteration 49Q: 3 clusters Score -1000132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1000135.937500 Penalty: 4424.181641
	Iteration 50Q: 3 clusters Score -1000136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1000137.875000 Penalty: 4424.181641
	Iteration 51Q: 3 clusters Score -1000138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1000140.187500 Penalty: 4424.181641
	Iteration 52Q: 3 clusters Score -1000140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1000147.687500 Penalty: 4424.181641
	Iteration 53Q: 3 clusters Score -1000148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1000148.937500 Penalty: 4424.181641
	Iteration 54Q: 3 clusters Score -1000149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1000152.125000 Penalty: 4424.181641
	Iteration 55Q: 3 clusters Score -1000152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1000156.375000 Penalty: 4424.181641
	Iteration 56Q: 3 clusters Score -1000156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1000157.000000 Penalty: 4424.181641
	Iteration 57Q: 3 clusters Score -1000157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1000158.500000 Penalty: 4424.181641
	Iteration 58Q: 3 clusters Score -1000158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1000160.375000 Penalty: 4424.181641
	Iteration 59Q: 3 clusters Score -1000160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1000165.312500 Penalty: 4424.181641
	Iteration 60F: 3 clusters Score -1000165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1000164.812500 Penalty: 4424.181641
	Iteration 61Q: 3 clusters Score -1000165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1000166.000000 Penalty: 4424.181641
	Iteration 62Q: 3 clusters Score -1000166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1000169.187500 Penalty: 4424.181641
	Iteration 63Q: 3 clusters Score -1000169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1000169.625000 Penalty: 4424.181641
	Iteration 64Q: 3 clusters Score -1000170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1000171.625000 Penalty: 4424.181641
	Iteration 65Q: 3 clusters Score -1000172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1000171.625000 Penalty: 4424.181641
	Iteration 66F: 3 clusters Score -1000172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -190219.625000 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -190219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -187991.656250 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -187991.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -188311.515625 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -188311.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -188385.703125 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -188385.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -188432.421875 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -188432.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -188456.062500 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -188456.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -188469.031250 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -188469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -188475.984375 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -188476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -188482.468750 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -188482.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -188485.921875 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -188485.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -188491.703125 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -188491.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -188494.625000 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -188494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -188496.906250 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -188496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -188497.484375 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -188497.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -188497.484375 Penalty: 3589.937988
	Iteration 13F: 3 clusters Score -188497.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -414486.468750 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -414486.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -411074.312500 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -411074.3 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -411818.781250 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -411818.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -411999.125000 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -411999.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -412103.843750 Penalty: 4007.336914
	Iteration 3Q: 3 clusters Score -412103.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -412171.218750 Penalty: 4007.336914
	Iteration 4Q: 3 clusters Score -412171.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -412228.093750 Penalty: 4007.336914
	Iteration 5Q: 3 clusters Score -412228.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -412291.125000 Penalty: 4007.336914
	Iteration 6Q: 3 clusters Score -412291.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -412345.218750 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -412345.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -412386.093750 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -412386.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -412415.062500 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -412415.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -412445.093750 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -412445.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -412477.625000 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -412477.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -412508.000000 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -412508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -412539.656250 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -412539.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -412565.062500 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -412565.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -412588.187500 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -412588.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -412609.406250 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -412609.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -412628.437500 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -412628.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -412641.406250 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -412641.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -412652.656250 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -412652.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -412668.125000 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -412668.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -412695.968750 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -412696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -412719.968750 Penalty: 4007.336914
	Iteration 22Q: 3 clusters Score -412720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -412740.156250 Penalty: 4007.336914
	Iteration 23Q: 3 clusters Score -412740.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -412757.218750 Penalty: 4007.336914
	Iteration 24Q: 3 clusters Score -412757.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -412769.906250 Penalty: 4007.336914
	Iteration 25Q: 3 clusters Score -412769.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -412784.062500 Penalty: 4007.336914
	Iteration 26Q: 3 clusters Score -412784.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -412796.250000 Penalty: 4007.336914
	Iteration 27Q: 3 clusters Score -412796.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -412804.937500 Penalty: 4007.336914
	Iteration 28Q: 3 clusters Score -412804.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -412811.937500 Penalty: 4007.336914
	Iteration 29Q: 3 clusters Score -412811.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -412819.937500 Penalty: 4007.336914
	Iteration 30Q: 3 clusters Score -412819.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -412826.281250 Penalty: 4007.336914
	Iteration 31Q: 3 clusters Score -412826.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -412828.468750 Penalty: 4007.336914
	Iteration 32Q: 3 clusters Score -412828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -412830.906250 Penalty: 4007.336914
	Iteration 33Q: 3 clusters Score -412830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -412831.625000 Penalty: 4007.336914
	Iteration 34Q: 3 clusters Score -412831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -412832.062500 Penalty: 4007.336914
	Iteration 35Q: 3 clusters Score -412832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -412832.062500 Penalty: 4007.336914
	Iteration 36F: 3 clusters Score -412832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Entering Unmasked Estep 
Score: -20953308.000000 Penalty: 2957.956543
	Iteration 0F: 2 clusters Score -2.095331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -20853938.000000 Penalty: 5915.913086
	Iteration 0F: 3 clusters Score -2.085394e+07 nChanged 72235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -20895642.000000 Penalty: 5915.913086
	Iteration 1F: 3 clusters Score -2.089564e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -20896334.000000 Penalty: 5915.913086
	Iteration 2Q: 3 clusters Score -2.089633e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -20897090.000000 Penalty: 5915.913086
	Iteration 3Q: 3 clusters Score -2.089709e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71542 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -20897764.000000 Penalty: 5915.913086
	Iteration 4Q: 3 clusters Score -2.089776e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 82035 members 
Entering Unmasked Estep 
Score: -20899048.000000 Penalty: 5915.913086
	Iteration 5Q: 3 clusters Score -2.089905e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 85446 members 
Entering Unmasked Estep 
Score: -20900748.000000 Penalty: 5915.913086
	Iteration 6Q: 3 clusters Score -2.090075e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -20903654.000000 Penalty: 5915.913086
	Iteration 7Q: 3 clusters Score -2.090365e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 97321 members 
Entering Unmasked Estep 
Score: -20908302.000000 Penalty: 5915.913086
	Iteration 8F: 3 clusters Score -2.09083e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
Score: -20915646.000000 Penalty: 5915.913086
	Iteration 9F: 3 clusters Score -2.091565e+07 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 116190 members 
Entering Unmasked Estep 
Score: -20924736.000000 Penalty: 5915.913086
	Iteration 10F: 3 clusters Score -2.092474e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 125219 members 
Entering Unmasked Estep 
Score: -20933706.000000 Penalty: 5915.913086
	Iteration 11F: 3 clusters Score -2.093371e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 131564 members 
Entering Unmasked Estep 
Score: -20940898.000000 Penalty: 5915.913086
	Iteration 12Q: 3 clusters Score -2.09409e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 135164 members 
Entering Unmasked Estep 
Score: -20945252.000000 Penalty: 5915.913086
	Iteration 13Q: 3 clusters Score -2.094525e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 137341 members 
Entering Unmasked Estep 
Score: -20947184.000000 Penalty: 5915.913086
	Iteration 14Q: 3 clusters Score -2.094718e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 139019 members 
Entering Unmasked Estep 
Score: -20948198.000000 Penalty: 5915.913086
	Iteration 15Q: 3 clusters Score -2.09482e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 140366 members 
Entering Unmasked Estep 
Score: -20948924.000000 Penalty: 5915.913086
	Iteration 16Q: 3 clusters Score -2.094892e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 141548 members 
Entering Unmasked Estep 
Score: -20949462.000000 Penalty: 5915.913086
	Iteration 17Q: 3 clusters Score -2.094946e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 142592 members 
Entering Unmasked Estep 
Score: -20949868.000000 Penalty: 5915.913086
	Iteration 18Q: 3 clusters Score -2.094987e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 143492 members 
Entering Unmasked Estep 
Score: -20950178.000000 Penalty: 5915.913086
	Iteration 19Q: 3 clusters Score -2.095018e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 144291 members 
Entering Unmasked Estep 
Score: -20950342.000000 Penalty: 5915.913086
	Iteration 20F: 3 clusters Score -2.095034e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 144995 members 
Entering Unmasked Estep 
Score: -20950598.000000 Penalty: 5915.913086
	Iteration 21Q: 3 clusters Score -2.09506e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 145605 members 
Entering Unmasked Estep 
Score: -20950706.000000 Penalty: 5915.913086
	Iteration 22Q: 3 clusters Score -2.095071e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 146126 members 
Entering Unmasked Estep 
Score: -20950860.000000 Penalty: 5915.913086
	Iteration 23Q: 3 clusters Score -2.095086e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -20950936.000000 Penalty: 5915.913086
	Iteration 24Q: 3 clusters Score -2.095094e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -20951000.000000 Penalty: 5915.913086
	Iteration 25Q: 3 clusters Score -2.0951e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 147225 members 
Entering Unmasked Estep 
Score: -20951048.000000 Penalty: 5915.913086
	Iteration 26Q: 3 clusters Score -2.095105e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 147476 members 
Entering Unmasked Estep 
Score: -20951130.000000 Penalty: 5915.913086
	Iteration 27Q: 3 clusters Score -2.095113e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 147714 members 
Entering Unmasked Estep 
Score: -20951194.000000 Penalty: 5915.913086
	Iteration 28Q: 3 clusters Score -2.095119e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 147918 members 
Entering Unmasked Estep 
Score: -20951266.000000 Penalty: 5915.913086
	Iteration 29Q: 3 clusters Score -2.095127e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 148086 members 
Entering Unmasked Estep 
Score: -20951298.000000 Penalty: 5915.913086
	Iteration 30Q: 3 clusters Score -2.09513e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 148218 members 
Entering Unmasked Estep 
Score: -20951338.000000 Penalty: 5915.913086
	Iteration 31Q: 3 clusters Score -2.095134e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 148341 members 
Entering Unmasked Estep 
Score: -20951384.000000 Penalty: 5915.913086
	Iteration 32Q: 3 clusters Score -2.095138e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 148450 members 
Entering Unmasked Estep 
Score: -20951378.000000 Penalty: 5915.913086
	Iteration 33Q: 3 clusters Score -2.095138e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 148553 members 
Entering Unmasked Estep 
Score: -20951388.000000 Penalty: 5915.913086
	Iteration 34Q: 3 clusters Score -2.095139e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 148638 members 
Entering Unmasked Estep 
Score: -20951366.000000 Penalty: 5915.913086
	Iteration 35Q: 3 clusters Score -2.095137e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 148709 members 
Entering Unmasked Estep 
Score: -20951426.000000 Penalty: 5915.913086
	Iteration 36Q: 3 clusters Score -2.095143e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 148777 members 
Entering Unmasked Estep 
Score: -20951428.000000 Penalty: 5915.913086
	Iteration 37Q: 3 clusters Score -2.095143e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 148840 members 
Entering Unmasked Estep 
Score: -20951452.000000 Penalty: 5915.913086
	Iteration 38Q: 3 clusters Score -2.095145e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 148902 members 
Entering Unmasked Estep 
Score: -20951440.000000 Penalty: 5915.913086
	Iteration 39Q: 3 clusters Score -2.095144e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 148960 members 
Entering Unmasked Estep 
Score: -20951460.000000 Penalty: 5915.913086
	Iteration 40F: 3 clusters Score -2.095146e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 149009 members 
Entering Unmasked Estep 
Score: -20951472.000000 Penalty: 5915.913086
	Iteration 41Q: 3 clusters Score -2.095147e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -20951470.000000 Penalty: 5915.913086
	Iteration 42Q: 3 clusters Score -2.095147e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 149059 members 
Entering Unmasked Estep 
Score: -20951444.000000 Penalty: 5915.913086
	Iteration 43Q: 3 clusters Score -2.095144e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 149088 members 
Entering Unmasked Estep 
Score: -20951456.000000 Penalty: 5915.913086
	Iteration 44Q: 3 clusters Score -2.095146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 149115 members 
Entering Unmasked Estep 
Score: -20951504.000000 Penalty: 5915.913086
	Iteration 45Q: 3 clusters Score -2.09515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 149138 members 
Entering Unmasked Estep 
Score: -20951494.000000 Penalty: 5915.913086
	Iteration 46Q: 3 clusters Score -2.095149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 149156 members 
Entering Unmasked Estep 
Score: -20951500.000000 Penalty: 5915.913086
	Iteration 47Q: 3 clusters Score -2.09515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -20951486.000000 Penalty: 5915.913086
	Iteration 48Q: 3 clusters Score -2.095149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 149191 members 
Entering Unmasked Estep 
Score: -20951486.000000 Penalty: 5915.913086
	Iteration 49Q: 3 clusters Score -2.095149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 149205 members 
Entering Unmasked Estep 
Score: -20951442.000000 Penalty: 5915.913086
	Iteration 50Q: 3 clusters Score -2.095144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 149218 members 
Entering Unmasked Estep 
Score: -20951444.000000 Penalty: 5915.913086
	Iteration 51Q: 3 clusters Score -2.095144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 149231 members 
Entering Unmasked Estep 
Score: -20951440.000000 Penalty: 5915.913086
	Iteration 52Q: 3 clusters Score -2.095144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 149240 members 
Entering Unmasked Estep 
Score: -20951436.000000 Penalty: 5915.913086
	Iteration 53Q: 3 clusters Score -2.095144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 149242 members 
Entering Unmasked Estep 
Score: -20951438.000000 Penalty: 5915.913086
	Iteration 54Q: 3 clusters Score -2.095144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 149242 members 
Entering Unmasked Estep 
Score: -20951438.000000 Penalty: 5915.913086
	Iteration 55F: 3 clusters Score -2.095144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181417 members 
Entering Unmasked Estep 
Score: -24999544.000000 Penalty: 3002.921387
	Iteration 0F: 2 clusters Score -2.499954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -24881588.000000 Penalty: 6005.842773
	Iteration 0F: 3 clusters Score -2.488159e+07 nChanged 87185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 93953 members 
Entering Unmasked Estep 
Score: -24932100.000000 Penalty: 6005.842773
	Iteration 1F: 3 clusters Score -2.49321e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85422 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -24933260.000000 Penalty: 6005.842773
	Iteration 2Q: 3 clusters Score -2.493326e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 99093 members 
Entering Unmasked Estep 
Score: -24935064.000000 Penalty: 6005.842773
	Iteration 3Q: 3 clusters Score -2.493506e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -24937750.000000 Penalty: 6005.842773
	Iteration 4Q: 3 clusters Score -2.493775e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 110969 members 
Entering Unmasked Estep 
Score: -24943246.000000 Penalty: 6005.842773
	Iteration 5F: 3 clusters Score -2.494325e+07 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 120854 members 
Entering Unmasked Estep 
Score: -24952290.000000 Penalty: 6005.842773
	Iteration 6F: 3 clusters Score -2.495229e+07 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 132610 members 
Entering Unmasked Estep 
Score: -24965368.000000 Penalty: 6005.842773
	Iteration 7F: 3 clusters Score -2.496537e+07 nChanged 13797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 143023 members 
Entering Unmasked Estep 
Score: -24979592.000000 Penalty: 6005.842773
	Iteration 8F: 3 clusters Score -2.497959e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 149022 members 
Entering Unmasked Estep 
Score: -24991058.000000 Penalty: 6005.842773
	Iteration 9F: 3 clusters Score -2.499106e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 151521 members 
Entering Unmasked Estep 
Score: -24995686.000000 Penalty: 6005.842773
	Iteration 10Q: 3 clusters Score -2.499569e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 153395 members 
Entering Unmasked Estep 
Score: -24996868.000000 Penalty: 6005.842773
	Iteration 11Q: 3 clusters Score -2.499687e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 155058 members 
Entering Unmasked Estep 
Score: -24997664.000000 Penalty: 6005.842773
	Iteration 12Q: 3 clusters Score -2.499766e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 156565 members 
Entering Unmasked Estep 
Score: -24998086.000000 Penalty: 6005.842773
	Iteration 13Q: 3 clusters Score -2.499809e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 157944 members 
Entering Unmasked Estep 
Score: -24998354.000000 Penalty: 6005.842773
	Iteration 14Q: 3 clusters Score -2.499835e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -24998464.000000 Penalty: 6005.842773
	Iteration 15Q: 3 clusters Score -2.499846e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 160366 members 
Entering Unmasked Estep 
Score: -24998578.000000 Penalty: 6005.842773
	Iteration 16Q: 3 clusters Score -2.499858e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 161426 members 
Entering Unmasked Estep 
Score: -24998514.000000 Penalty: 6005.842773
	Iteration 17Q: 3 clusters Score -2.499851e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 162456 members 
Entering Unmasked Estep 
Score: -24998568.000000 Penalty: 6005.842773
	Iteration 18Q: 3 clusters Score -2.499857e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 163352 members 
Entering Unmasked Estep 
Score: -24998644.000000 Penalty: 6005.842773
	Iteration 19Q: 3 clusters Score -2.499864e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 164151 members 
Entering Unmasked Estep 
Score: -24998586.000000 Penalty: 6005.842773
	Iteration 20F: 3 clusters Score -2.499859e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 164928 members 
Entering Unmasked Estep 
Score: -24998588.000000 Penalty: 6005.842773
	Iteration 21Q: 3 clusters Score -2.499859e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 165619 members 
Entering Unmasked Estep 
Score: -24998618.000000 Penalty: 6005.842773
	Iteration 22Q: 3 clusters Score -2.499862e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 166249 members 
Entering Unmasked Estep 
Score: -24998610.000000 Penalty: 6005.842773
	Iteration 23Q: 3 clusters Score -2.499861e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 166845 members 
Entering Unmasked Estep 
Score: -24998558.000000 Penalty: 6005.842773
	Iteration 24Q: 3 clusters Score -2.499856e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 167406 members 
Entering Unmasked Estep 
Score: -24998608.000000 Penalty: 6005.842773
	Iteration 25Q: 3 clusters Score -2.499861e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 167926 members 
Entering Unmasked Estep 
Score: -24998608.000000 Penalty: 6005.842773
	Iteration 26Q: 3 clusters Score -2.499861e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 168393 members 
Entering Unmasked Estep 
Score: -24998600.000000 Penalty: 6005.842773
	Iteration 27Q: 3 clusters Score -2.49986e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 168850 members 
Entering Unmasked Estep 
Score: -24998600.000000 Penalty: 6005.842773
	Iteration 28Q: 3 clusters Score -2.49986e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 169264 members 
Entering Unmasked Estep 
Score: -24998556.000000 Penalty: 6005.842773
	Iteration 29Q: 3 clusters Score -2.499856e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 169636 members 
Entering Unmasked Estep 
Score: -24998484.000000 Penalty: 6005.842773
	Iteration 30Q: 3 clusters Score -2.499848e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 169975 members 
Entering Unmasked Estep 
Score: -24998476.000000 Penalty: 6005.842773
	Iteration 31Q: 3 clusters Score -2.499848e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 170322 members 
Entering Unmasked Estep 
Score: -24998552.000000 Penalty: 6005.842773
	Iteration 32Q: 3 clusters Score -2.499855e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 170630 members 
Entering Unmasked Estep 
Score: -24998592.000000 Penalty: 6005.842773
	Iteration 33Q: 3 clusters Score -2.499859e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 170943 members 
Entering Unmasked Estep 
Score: -24998588.000000 Penalty: 6005.842773
	Iteration 34Q: 3 clusters Score -2.499859e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 171218 members 
Entering Unmasked Estep 
Score: -24998498.000000 Penalty: 6005.842773
	Iteration 35Q: 3 clusters Score -2.49985e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 171448 members 
Entering Unmasked Estep 
Score: -24998506.000000 Penalty: 6005.842773
	Iteration 36Q: 3 clusters Score -2.499851e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 171658 members 
Entering Unmasked Estep 
Score: -24998524.000000 Penalty: 6005.842773
	Iteration 37Q: 3 clusters Score -2.499852e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 171855 members 
Entering Unmasked Estep 
Score: -24998496.000000 Penalty: 6005.842773
	Iteration 38Q: 3 clusters Score -2.49985e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -24998530.000000 Penalty: 6005.842773
	Iteration 39Q: 3 clusters Score -2.499853e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 172219 members 
Entering Unmasked Estep 
Score: -24998494.000000 Penalty: 6005.842773
	Iteration 40F: 3 clusters Score -2.499849e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 172398 members 
Entering Unmasked Estep 
Score: -24998500.000000 Penalty: 6005.842773
	Iteration 41Q: 3 clusters Score -2.49985e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 172575 members 
Entering Unmasked Estep 
Score: -24998446.000000 Penalty: 6005.842773
	Iteration 42Q: 3 clusters Score -2.499845e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 172740 members 
Entering Unmasked Estep 
Score: -24998400.000000 Penalty: 6005.842773
	Iteration 43Q: 3 clusters Score -2.49984e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -24998462.000000 Penalty: 6005.842773
	Iteration 44Q: 3 clusters Score -2.499846e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 173014 members 
Entering Unmasked Estep 
Score: -24998518.000000 Penalty: 6005.842773
	Iteration 45Q: 3 clusters Score -2.499852e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 173133 members 
Entering Unmasked Estep 
Score: -24998492.000000 Penalty: 6005.842773
	Iteration 46Q: 3 clusters Score -2.499849e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 173245 members 
Entering Unmasked Estep 
Score: -24998426.000000 Penalty: 6005.842773
	Iteration 47Q: 3 clusters Score -2.499843e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 173354 members 
Entering Unmasked Estep 
Score: -24998404.000000 Penalty: 6005.842773
	Iteration 48Q: 3 clusters Score -2.49984e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 173469 members 
Entering Unmasked Estep 
Score: -24998400.000000 Penalty: 6005.842773
	Iteration 49Q: 3 clusters Score -2.49984e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 173574 members 
Entering Unmasked Estep 
Score: -24998336.000000 Penalty: 6005.842773
	Iteration 50Q: 3 clusters Score -2.499834e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 173677 members 
Entering Unmasked Estep 
Score: -24998362.000000 Penalty: 6005.842773
	Iteration 51Q: 3 clusters Score -2.499836e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 173769 members 
Entering Unmasked Estep 
Score: -24998370.000000 Penalty: 6005.842773
	Iteration 52Q: 3 clusters Score -2.499837e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 173887 members 
Entering Unmasked Estep 
Score: -24998396.000000 Penalty: 6005.842773
	Iteration 53Q: 3 clusters Score -2.49984e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 174002 members 
Entering Unmasked Estep 
Score: -24998348.000000 Penalty: 6005.842773
	Iteration 54Q: 3 clusters Score -2.499835e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 174120 members 
Entering Unmasked Estep 
Score: -24998362.000000 Penalty: 6005.842773
	Iteration 55Q: 3 clusters Score -2.499836e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 174217 members 
Entering Unmasked Estep 
Score: -24998396.000000 Penalty: 6005.842773
	Iteration 56Q: 3 clusters Score -2.49984e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 174311 members 
Entering Unmasked Estep 
Score: -24998388.000000 Penalty: 6005.842773
	Iteration 57Q: 3 clusters Score -2.499839e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 174406 members 
Entering Unmasked Estep 
Score: -24998422.000000 Penalty: 6005.842773
	Iteration 58Q: 3 clusters Score -2.499842e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 174506 members 
Entering Unmasked Estep 
Score: -24998388.000000 Penalty: 6005.842773
	Iteration 59Q: 3 clusters Score -2.499839e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 174611 members 
Entering Unmasked Estep 
Score: -24998362.000000 Penalty: 6005.842773
	Iteration 60F: 3 clusters Score -2.499836e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 174730 members 
Entering Unmasked Estep 
Score: -24998368.000000 Penalty: 6005.842773
	Iteration 61Q: 3 clusters Score -2.499837e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 174834 members 
Entering Unmasked Estep 
Score: -24998344.000000 Penalty: 6005.842773
	Iteration 62Q: 3 clusters Score -2.499834e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 174919 members 
Entering Unmasked Estep 
Score: -24998322.000000 Penalty: 6005.842773
	Iteration 63Q: 3 clusters Score -2.499832e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 175012 members 
Entering Unmasked Estep 
Score: -24998334.000000 Penalty: 6005.842773
	Iteration 64Q: 3 clusters Score -2.499833e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 175110 members 
Entering Unmasked Estep 
Score: -24998316.000000 Penalty: 6005.842773
	Iteration 65Q: 3 clusters Score -2.499832e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 175199 members 
Entering Unmasked Estep 
Score: -24998320.000000 Penalty: 6005.842773
	Iteration 66Q: 3 clusters Score -2.499832e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 175296 members 
Entering Unmasked Estep 
Score: -24998276.000000 Penalty: 6005.842773
	Iteration 67Q: 3 clusters Score -2.499828e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 175364 members 
Entering Unmasked Estep 
Score: -24998248.000000 Penalty: 6005.842773
	Iteration 68Q: 3 clusters Score -2.499825e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 175422 members 
Entering Unmasked Estep 
Score: -24998196.000000 Penalty: 6005.842773
	Iteration 69Q: 3 clusters Score -2.49982e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 175473 members 
Entering Unmasked Estep 
Score: -24998198.000000 Penalty: 6005.842773
	Iteration 70Q: 3 clusters Score -2.49982e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 175530 members 
Entering Unmasked Estep 
Score: -24998190.000000 Penalty: 6005.842773
	Iteration 71Q: 3 clusters Score -2.499819e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 175578 members 
Entering Unmasked Estep 
Score: -24998206.000000 Penalty: 6005.842773
	Iteration 72Q: 3 clusters Score -2.499821e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 175631 members 
Entering Unmasked Estep 
Score: -24998190.000000 Penalty: 6005.842773
	Iteration 73Q: 3 clusters Score -2.499819e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 175686 members 
Entering Unmasked Estep 
Score: -24998200.000000 Penalty: 6005.842773
	Iteration 74Q: 3 clusters Score -2.49982e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 175742 members 
Entering Unmasked Estep 
Score: -24998158.000000 Penalty: 6005.842773
	Iteration 75Q: 3 clusters Score -2.499816e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 175790 members 
Entering Unmasked Estep 
Score: -24998196.000000 Penalty: 6005.842773
	Iteration 76Q: 3 clusters Score -2.49982e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 175842 members 
Entering Unmasked Estep 
Score: -24998196.000000 Penalty: 6005.842773
	Iteration 77Q: 3 clusters Score -2.49982e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 175881 members 
Entering Unmasked Estep 
Score: -24998148.000000 Penalty: 6005.842773
	Iteration 78Q: 3 clusters Score -2.499815e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 175923 members 
Entering Unmasked Estep 
Score: -24998130.000000 Penalty: 6005.842773
	Iteration 79Q: 3 clusters Score -2.499813e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 175962 members 
Entering Unmasked Estep 
Score: -24998112.000000 Penalty: 6005.842773
	Iteration 80F: 3 clusters Score -2.499811e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 175998 members 
Entering Unmasked Estep 
Score: -24998120.000000 Penalty: 6005.842773
	Iteration 81Q: 3 clusters Score -2.499812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 176025 members 
Entering Unmasked Estep 
Score: -24998120.000000 Penalty: 6005.842773
	Iteration 82Q: 3 clusters Score -2.499812e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 176047 members 
Entering Unmasked Estep 
Score: -24998128.000000 Penalty: 6005.842773
	Iteration 83Q: 3 clusters Score -2.499813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 176072 members 
Entering Unmasked Estep 
Score: -24998108.000000 Penalty: 6005.842773
	Iteration 84Q: 3 clusters Score -2.499811e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 176101 members 
Entering Unmasked Estep 
Score: -24998126.000000 Penalty: 6005.842773
	Iteration 85Q: 3 clusters Score -2.499813e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 176139 members 
Entering Unmasked Estep 
Score: -24998102.000000 Penalty: 6005.842773
	Iteration 86Q: 3 clusters Score -2.49981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 176176 members 
Entering Unmasked Estep 
Score: -24998108.000000 Penalty: 6005.842773
	Iteration 87Q: 3 clusters Score -2.499811e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 176212 members 
Entering Unmasked Estep 
Score: -24998090.000000 Penalty: 6005.842773
	Iteration 88Q: 3 clusters Score -2.499809e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 176244 members 
Entering Unmasked Estep 
Score: -24998070.000000 Penalty: 6005.842773
	Iteration 89Q: 3 clusters Score -2.499807e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 176274 members 
Entering Unmasked Estep 
Score: -24998082.000000 Penalty: 6005.842773
	Iteration 90Q: 3 clusters Score -2.499808e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 176303 members 
Entering Unmasked Estep 
Score: -24998118.000000 Penalty: 6005.842773
	Iteration 91Q: 3 clusters Score -2.499812e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 176331 members 
Entering Unmasked Estep 
Score: -24998090.000000 Penalty: 6005.842773
	Iteration 92Q: 3 clusters Score -2.499809e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 176349 members 
Entering Unmasked Estep 
Score: -24998096.000000 Penalty: 6005.842773
	Iteration 93Q: 3 clusters Score -2.49981e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 176367 members 
Entering Unmasked Estep 
Score: -24998104.000000 Penalty: 6005.842773
	Iteration 94Q: 3 clusters Score -2.49981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 176378 members 
Entering Unmasked Estep 
Score: -24998100.000000 Penalty: 6005.842773
	Iteration 95Q: 3 clusters Score -2.49981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 176387 members 
Entering Unmasked Estep 
Score: -24998090.000000 Penalty: 6005.842773
	Iteration 96Q: 3 clusters Score -2.499809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 176398 members 
Entering Unmasked Estep 
Score: -24998078.000000 Penalty: 6005.842773
	Iteration 97Q: 3 clusters Score -2.499808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 176411 members 
Entering Unmasked Estep 
Score: -24998076.000000 Penalty: 6005.842773
	Iteration 98Q: 3 clusters Score -2.499808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 176426 members 
Entering Unmasked Estep 
Score: -24998080.000000 Penalty: 6005.842773
	Iteration 99Q: 3 clusters Score -2.499808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 176444 members 
Entering Unmasked Estep 
Score: -24998078.000000 Penalty: 6005.842773
	Iteration 100F: 3 clusters Score -2.499808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 176460 members 
Entering Unmasked Estep 
Score: -24998078.000000 Penalty: 6005.842773
	Iteration 101Q: 3 clusters Score -2.499808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 176476 members 
Entering Unmasked Estep 
Score: -24998060.000000 Penalty: 6005.842773
	Iteration 102Q: 3 clusters Score -2.499806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 176490 members 
Entering Unmasked Estep 
Score: -24998060.000000 Penalty: 6005.842773
	Iteration 103Q: 3 clusters Score -2.499806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 176506 members 
Entering Unmasked Estep 
Score: -24998056.000000 Penalty: 6005.842773
	Iteration 104Q: 3 clusters Score -2.499806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 176517 members 
Entering Unmasked Estep 
Score: -24998078.000000 Penalty: 6005.842773
	Iteration 105Q: 3 clusters Score -2.499808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 176531 members 
Entering Unmasked Estep 
Score: -24998058.000000 Penalty: 6005.842773
	Iteration 106Q: 3 clusters Score -2.499806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 176541 members 
Entering Unmasked Estep 
Score: -24998072.000000 Penalty: 6005.842773
	Iteration 107Q: 3 clusters Score -2.499807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 176550 members 
Entering Unmasked Estep 
Score: -24998062.000000 Penalty: 6005.842773
	Iteration 108Q: 3 clusters Score -2.499806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 176557 members 
Entering Unmasked Estep 
Score: -24998078.000000 Penalty: 6005.842773
	Iteration 109Q: 3 clusters Score -2.499808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 176561 members 
Entering Unmasked Estep 
Score: -24998100.000000 Penalty: 6005.842773
	Iteration 110Q: 3 clusters Score -2.49981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 176566 members 
Entering Unmasked Estep 
Score: -24998090.000000 Penalty: 6005.842773
	Iteration 111Q: 3 clusters Score -2.499809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 176572 members 
Entering Unmasked Estep 
Score: -24998082.000000 Penalty: 6005.842773
	Iteration 112Q: 3 clusters Score -2.499808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 176579 members 
Entering Unmasked Estep 
Score: -24998078.000000 Penalty: 6005.842773
	Iteration 113Q: 3 clusters Score -2.499808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 176583 members 
Entering Unmasked Estep 
Score: -24998070.000000 Penalty: 6005.842773
	Iteration 114Q: 3 clusters Score -2.499807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 176588 members 
Entering Unmasked Estep 
Score: -24998072.000000 Penalty: 6005.842773
	Iteration 115Q: 3 clusters Score -2.499807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 176594 members 
Entering Unmasked Estep 
Score: -24998038.000000 Penalty: 6005.842773
	Iteration 116Q: 3 clusters Score -2.499804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 176603 members 
Entering Unmasked Estep 
Score: -24998056.000000 Penalty: 6005.842773
	Iteration 117Q: 3 clusters Score -2.499806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 176608 members 
Entering Unmasked Estep 
Score: -24998060.000000 Penalty: 6005.842773
	Iteration 118Q: 3 clusters Score -2.499806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -24998044.000000 Penalty: 6005.842773
	Iteration 119Q: 3 clusters Score -2.499804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 176619 members 
Entering Unmasked Estep 
Score: -24998046.000000 Penalty: 6005.842773
	Iteration 120F: 3 clusters Score -2.499805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 176623 members 
Entering Unmasked Estep 
Score: -24998040.000000 Penalty: 6005.842773
	Iteration 121Q: 3 clusters Score -2.499804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 176626 members 
Entering Unmasked Estep 
Score: -24998024.000000 Penalty: 6005.842773
	Iteration 122Q: 3 clusters Score -2.499802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 176626 members 
Entering Unmasked Estep 
Score: -24998024.000000 Penalty: 6005.842773
	Iteration 123F: 3 clusters Score -2.499802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -84037.031250 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -84037.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82413.781250 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -82413.78 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82932.804688 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -82932.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83304.101562 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -83304.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83590.906250 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -83590.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83773.195312 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -83773.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -83902.468750 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -83902.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -84009.460938 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -84009.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -84091.164062 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -84091.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -84130.898438 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -84130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -84148.875000 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -84148.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -84164.125000 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -84164.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -84175.226562 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -84175.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -84182.085938 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -84182.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -84191.492188 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -84191.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -84200.351562 Penalty: 3264.684326
	Iteration 14F: 3 clusters Score -84200.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -84282.109375 Penalty: 3264.684326
	Iteration 15Q: 3 clusters Score -84282.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -84410.335938 Penalty: 3264.684326
	Iteration 16Q: 3 clusters Score -84410.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -84460.171875 Penalty: 3264.684326
	Iteration 17Q: 3 clusters Score -84460.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -84546.187500 Penalty: 3264.684326
	Iteration 18Q: 3 clusters Score -84546.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -84583.929688 Penalty: 3264.684326
	Iteration 19Q: 3 clusters Score -84583.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -84645.812500 Penalty: 3264.684326
	Iteration 20F: 3 clusters Score -84645.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -84769.953125 Penalty: 3264.684326
	Iteration 21Q: 3 clusters Score -84769.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -84775.531250 Penalty: 3264.684326
	Iteration 22Q: 3 clusters Score -84775.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -84777.015625 Penalty: 3264.684326
	Iteration 23Q: 3 clusters Score -84777.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -84777.015625 Penalty: 3264.684326
	Iteration 24F: 3 clusters Score -84777.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151334 members 
Mstep: Class 10 contains 181417 members 
Mstep: Class 11 contains 183 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167402 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136874 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 539 members 
Entering Unmasked Estep 
Score: -137450768.000000 Penalty: 78884.125000
Splitting cluster 11 changes total score from -137451776.000000 to -137450768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (53094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Entering Unmasked Estep 
Score: -7154380.500000 Penalty: 2698.195068
	Iteration 0F: 2 clusters Score -7154380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -7118839.500000 Penalty: 5396.390137
	Iteration 0F: 3 clusters Score -7118840 nChanged 24375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -7132134.500000 Penalty: 5396.390137
	Iteration 1F: 3 clusters Score -7132134 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -7132629.000000 Penalty: 5396.390137
	Iteration 2Q: 3 clusters Score -7132629 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -7133111.500000 Penalty: 5396.390137
	Iteration 3Q: 3 clusters Score -7133112 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -7133630.000000 Penalty: 5396.390137
	Iteration 4Q: 3 clusters Score -7133630 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -7134169.000000 Penalty: 5396.390137
	Iteration 5Q: 3 clusters Score -7134169 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -7134882.500000 Penalty: 5396.390137
	Iteration 6Q: 3 clusters Score -7134882 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -7135808.500000 Penalty: 5396.390137
	Iteration 7Q: 3 clusters Score -7135808 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -7137111.500000 Penalty: 5396.390137
	Iteration 8Q: 3 clusters Score -7137112 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -7138695.000000 Penalty: 5396.390137
	Iteration 9Q: 3 clusters Score -7138695 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -7140706.000000 Penalty: 5396.390137
	Iteration 10F: 3 clusters Score -7140706 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -7142801.000000 Penalty: 5396.390137
	Iteration 11F: 3 clusters Score -7142801 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -7144706.000000 Penalty: 5396.390137
	Iteration 12F: 3 clusters Score -7144706 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -7146254.000000 Penalty: 5396.390137
	Iteration 13F: 3 clusters Score -7146254 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -7147407.000000 Penalty: 5396.390137
	Iteration 14Q: 3 clusters Score -7147407 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -7148271.000000 Penalty: 5396.390137
	Iteration 15Q: 3 clusters Score -7148271 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -7148808.000000 Penalty: 5396.390137
	Iteration 16Q: 3 clusters Score -7148808 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -7149248.000000 Penalty: 5396.390137
	Iteration 17Q: 3 clusters Score -7149248 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -7149586.000000 Penalty: 5396.390137
	Iteration 18Q: 3 clusters Score -7149586 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -7149869.500000 Penalty: 5396.390137
	Iteration 19Q: 3 clusters Score -7149870 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -7150132.500000 Penalty: 5396.390137
	Iteration 20F: 3 clusters Score -7150132 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -7150408.500000 Penalty: 5396.390137
	Iteration 21Q: 3 clusters Score -7150408 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -7150583.000000 Penalty: 5396.390137
	Iteration 22Q: 3 clusters Score -7150583 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -7150794.500000 Penalty: 5396.390137
	Iteration 23Q: 3 clusters Score -7150794 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -7150957.000000 Penalty: 5396.390137
	Iteration 24Q: 3 clusters Score -7150957 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -7151100.000000 Penalty: 5396.390137
	Iteration 25Q: 3 clusters Score -7151100 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -7151277.500000 Penalty: 5396.390137
	Iteration 26Q: 3 clusters Score -7151278 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -7151393.000000 Penalty: 5396.390137
	Iteration 27Q: 3 clusters Score -7151393 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -7151543.000000 Penalty: 5396.390137
	Iteration 28Q: 3 clusters Score -7151543 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -7151652.500000 Penalty: 5396.390137
	Iteration 29Q: 3 clusters Score -7151652 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -7151745.500000 Penalty: 5396.390137
	Iteration 30Q: 3 clusters Score -7151746 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -7151844.000000 Penalty: 5396.390137
	Iteration 31Q: 3 clusters Score -7151844 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -7151911.500000 Penalty: 5396.390137
	Iteration 32Q: 3 clusters Score -7151912 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -7151969.000000 Penalty: 5396.390137
	Iteration 33Q: 3 clusters Score -7151969 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -7152022.000000 Penalty: 5396.390137
	Iteration 34Q: 3 clusters Score -7152022 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -7152074.000000 Penalty: 5396.390137
	Iteration 35Q: 3 clusters Score -7152074 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -7152121.000000 Penalty: 5396.390137
	Iteration 36Q: 3 clusters Score -7152121 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -7152158.500000 Penalty: 5396.390137
	Iteration 37Q: 3 clusters Score -7152158 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -7152151.500000 Penalty: 5396.390137
	Iteration 38Q: 3 clusters Score -7152152 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -7152171.500000 Penalty: 5396.390137
	Iteration 39Q: 3 clusters Score -7152172 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -7152211.000000 Penalty: 5396.390137
	Iteration 40F: 3 clusters Score -7152211 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -7152242.000000 Penalty: 5396.390137
	Iteration 41Q: 3 clusters Score -7152242 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -7152270.000000 Penalty: 5396.390137
	Iteration 42Q: 3 clusters Score -7152270 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -7152294.500000 Penalty: 5396.390137
	Iteration 43Q: 3 clusters Score -7152294 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -7152288.000000 Penalty: 5396.390137
	Iteration 44Q: 3 clusters Score -7152288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -7152280.500000 Penalty: 5396.390137
	Iteration 45Q: 3 clusters Score -7152280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -7152284.000000 Penalty: 5396.390137
	Iteration 46Q: 3 clusters Score -7152284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -7152291.500000 Penalty: 5396.390137
	Iteration 47Q: 3 clusters Score -7152292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -7152299.000000 Penalty: 5396.390137
	Iteration 48Q: 3 clusters Score -7152299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -7152304.500000 Penalty: 5396.390137
	Iteration 49Q: 3 clusters Score -7152304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -7152312.000000 Penalty: 5396.390137
	Iteration 50Q: 3 clusters Score -7152312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -7152307.500000 Penalty: 5396.390137
	Iteration 51Q: 3 clusters Score -7152308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -7152301.000000 Penalty: 5396.390137
	Iteration 52Q: 3 clusters Score -7152301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -7152311.000000 Penalty: 5396.390137
	Iteration 53Q: 3 clusters Score -7152311 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -7152321.500000 Penalty: 5396.390137
	Iteration 54Q: 3 clusters Score -7152322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -7152332.500000 Penalty: 5396.390137
	Iteration 55Q: 3 clusters Score -7152332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -7152322.000000 Penalty: 5396.390137
	Iteration 56Q: 3 clusters Score -7152322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -7152345.500000 Penalty: 5396.390137
	Iteration 57Q: 3 clusters Score -7152346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -7152366.000000 Penalty: 5396.390137
	Iteration 58Q: 3 clusters Score -7152366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -7152371.500000 Penalty: 5396.390137
	Iteration 59Q: 3 clusters Score -7152372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -7152384.000000 Penalty: 5396.390137
	Iteration 60F: 3 clusters Score -7152384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -7152390.000000 Penalty: 5396.390137
	Iteration 61Q: 3 clusters Score -7152390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -7152387.000000 Penalty: 5396.390137
	Iteration 62Q: 3 clusters Score -7152387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -7152384.000000 Penalty: 5396.390137
	Iteration 63Q: 3 clusters Score -7152384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -7152397.500000 Penalty: 5396.390137
	Iteration 64Q: 3 clusters Score -7152398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -7152391.500000 Penalty: 5396.390137
	Iteration 65Q: 3 clusters Score -7152392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -7152392.500000 Penalty: 5396.390137
	Iteration 66Q: 3 clusters Score -7152392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -7152393.000000 Penalty: 5396.390137
	Iteration 67Q: 3 clusters Score -7152393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -7152392.000000 Penalty: 5396.390137
	Iteration 68Q: 3 clusters Score -7152392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -7152385.500000 Penalty: 5396.390137
	Iteration 69Q: 3 clusters Score -7152386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -7152390.000000 Penalty: 5396.390137
	Iteration 70Q: 3 clusters Score -7152390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -7152394.000000 Penalty: 5396.390137
	Iteration 71Q: 3 clusters Score -7152394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -7152392.000000 Penalty: 5396.390137
	Iteration 72Q: 3 clusters Score -7152392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -7152394.500000 Penalty: 5396.390137
	Iteration 73Q: 3 clusters Score -7152394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -7152400.500000 Penalty: 5396.390137
	Iteration 74Q: 3 clusters Score -7152400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -7152398.500000 Penalty: 5396.390137
	Iteration 75Q: 3 clusters Score -7152398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -7152403.000000 Penalty: 5396.390137
	Iteration 76Q: 3 clusters Score -7152403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -7152415.000000 Penalty: 5396.390137
	Iteration 77Q: 3 clusters Score -7152415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -7152416.500000 Penalty: 5396.390137
	Iteration 78Q: 3 clusters Score -7152416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -7152415.000000 Penalty: 5396.390137
	Iteration 79Q: 3 clusters Score -7152415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -7152414.500000 Penalty: 5396.390137
	Iteration 80F: 3 clusters Score -7152414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -7152414.000000 Penalty: 5396.390137
	Iteration 81Q: 3 clusters Score -7152414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -7152417.000000 Penalty: 5396.390137
	Iteration 82Q: 3 clusters Score -7152417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -7152416.000000 Penalty: 5396.390137
	Iteration 83Q: 3 clusters Score -7152416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -7152410.500000 Penalty: 5396.390137
	Iteration 84Q: 3 clusters Score -7152410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -7152411.500000 Penalty: 5396.390137
	Iteration 85Q: 3 clusters Score -7152412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -7152415.000000 Penalty: 5396.390137
	Iteration 86Q: 3 clusters Score -7152415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -7152415.000000 Penalty: 5396.390137
	Iteration 87F: 3 clusters Score -7152415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -152883.312500 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -152883.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -150816.359375 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -150816.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -151092.937500 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -151092.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -151185.546875 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -151185.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -151249.312500 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -151249.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -151287.312500 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -151287.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -151318.578125 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -151318.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -151354.421875 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -151354.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151375.984375 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -151376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -151387.500000 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -151387.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -151407.218750 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -151407.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -151443.453125 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -151443.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -151466.234375 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -151466.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -151482.968750 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -151483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -151501.156250 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -151501.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -151522.109375 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -151522.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -151549.171875 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -151549.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -151569.750000 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -151569.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -151605.031250 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -151605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -151642.343750 Penalty: 3497.290771
	Iteration 18Q: 3 clusters Score -151642.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -151691.078125 Penalty: 3497.290771
	Iteration 19Q: 3 clusters Score -151691.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -151716.906250 Penalty: 3497.290771
	Iteration 20F: 3 clusters Score -151716.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -151737.250000 Penalty: 3497.290771
	Iteration 21Q: 3 clusters Score -151737.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -151769.171875 Penalty: 3497.290771
	Iteration 22Q: 3 clusters Score -151769.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -151780.062500 Penalty: 3497.290771
	Iteration 23Q: 3 clusters Score -151780.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -151786.125000 Penalty: 3497.290771
	Iteration 24Q: 3 clusters Score -151786.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -151796.812500 Penalty: 3497.290771
	Iteration 25Q: 3 clusters Score -151796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -151802.968750 Penalty: 3497.290771
	Iteration 26Q: 3 clusters Score -151803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -151811.687500 Penalty: 3497.290771
	Iteration 27Q: 3 clusters Score -151811.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -151817.968750 Penalty: 3497.290771
	Iteration 28Q: 3 clusters Score -151818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -151820.218750 Penalty: 3497.290771
	Iteration 29Q: 3 clusters Score -151820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -151825.031250 Penalty: 3497.290771
	Iteration 30Q: 3 clusters Score -151825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -151831.750000 Penalty: 3497.290771
	Iteration 31Q: 3 clusters Score -151831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -151837.937500 Penalty: 3497.290771
	Iteration 32Q: 3 clusters Score -151837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -151845.671875 Penalty: 3497.290771
	Iteration 33Q: 3 clusters Score -151845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -151851.671875 Penalty: 3497.290771
	Iteration 34Q: 3 clusters Score -151851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -151856.390625 Penalty: 3497.290771
	Iteration 35Q: 3 clusters Score -151856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -151858.640625 Penalty: 3497.290771
	Iteration 36Q: 3 clusters Score -151858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -151858.640625 Penalty: 3497.290771
	Iteration 37F: 3 clusters Score -151858.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -107496.906250 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -107496.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105679.984375 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -105680 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -106017.648438 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -106017.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -106229.109375 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -106229.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106370.640625 Penalty: 3345.637207
	Iteration 3F: 3 clusters Score -106370.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106465.507812 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -106465.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -106515.304688 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -106515.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -106561.812500 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -106561.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -106599.046875 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -106599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -106619.015625 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -106619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -106634.671875 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -106634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -106655.031250 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -106655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -106661.109375 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -106661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -106668.007812 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -106668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -106672.007812 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -106672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -106674.859375 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -106674.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -106674.859375 Penalty: 3345.637207
	Iteration 15F: 3 clusters Score -106674.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Entering Unmasked Estep 
Score: -570114.187500 Penalty: 2075.493408
	Iteration 0F: 2 clusters Score -570114.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -566017.937500 Penalty: 4150.986816
	Iteration 0F: 3 clusters Score -566017.9 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -566945.312500 Penalty: 4150.986816
	Iteration 1F: 3 clusters Score -566945.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -567227.187500 Penalty: 4150.986816
	Iteration 2F: 3 clusters Score -567227.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -567457.125000 Penalty: 4150.986816
	Iteration 3F: 3 clusters Score -567457.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -567631.812500 Penalty: 4150.986816
	Iteration 4F: 3 clusters Score -567631.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -567760.375000 Penalty: 4150.986816
	Iteration 5Q: 3 clusters Score -567760.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -567917.312500 Penalty: 4150.986816
	Iteration 6Q: 3 clusters Score -567917.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -568028.687500 Penalty: 4150.986816
	Iteration 7Q: 3 clusters Score -568028.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -568141.312500 Penalty: 4150.986816
	Iteration 8Q: 3 clusters Score -568141.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -568242.000000 Penalty: 4150.986816
	Iteration 9Q: 3 clusters Score -568242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -568315.625000 Penalty: 4150.986816
	Iteration 10Q: 3 clusters Score -568315.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -568381.250000 Penalty: 4150.986816
	Iteration 11Q: 3 clusters Score -568381.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -568431.875000 Penalty: 4150.986816
	Iteration 12Q: 3 clusters Score -568431.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -568464.812500 Penalty: 4150.986816
	Iteration 13Q: 3 clusters Score -568464.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -568490.812500 Penalty: 4150.986816
	Iteration 14Q: 3 clusters Score -568490.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -568513.562500 Penalty: 4150.986816
	Iteration 15Q: 3 clusters Score -568513.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -568528.250000 Penalty: 4150.986816
	Iteration 16Q: 3 clusters Score -568528.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -568543.500000 Penalty: 4150.986816
	Iteration 17Q: 3 clusters Score -568543.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -568557.187500 Penalty: 4150.986816
	Iteration 18Q: 3 clusters Score -568557.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -568567.625000 Penalty: 4150.986816
	Iteration 19Q: 3 clusters Score -568567.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -568584.500000 Penalty: 4150.986816
	Iteration 20F: 3 clusters Score -568584.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -568599.625000 Penalty: 4150.986816
	Iteration 21Q: 3 clusters Score -568599.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -568605.937500 Penalty: 4150.986816
	Iteration 22Q: 3 clusters Score -568605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -568612.375000 Penalty: 4150.986816
	Iteration 23Q: 3 clusters Score -568612.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -568618.750000 Penalty: 4150.986816
	Iteration 24Q: 3 clusters Score -568618.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -568623.687500 Penalty: 4150.986816
	Iteration 25Q: 3 clusters Score -568623.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -568629.187500 Penalty: 4150.986816
	Iteration 26Q: 3 clusters Score -568629.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -568631.062500 Penalty: 4150.986816
	Iteration 27Q: 3 clusters Score -568631.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -568636.062500 Penalty: 4150.986816
	Iteration 28Q: 3 clusters Score -568636.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -568641.687500 Penalty: 4150.986816
	Iteration 29Q: 3 clusters Score -568641.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -568646.312500 Penalty: 4150.986816
	Iteration 30Q: 3 clusters Score -568646.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -568648.812500 Penalty: 4150.986816
	Iteration 31Q: 3 clusters Score -568648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -568653.000000 Penalty: 4150.986816
	Iteration 32Q: 3 clusters Score -568653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -568658.625000 Penalty: 4150.986816
	Iteration 33Q: 3 clusters Score -568658.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -568665.000000 Penalty: 4150.986816
	Iteration 34Q: 3 clusters Score -568665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -568671.375000 Penalty: 4150.986816
	Iteration 35Q: 3 clusters Score -568671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -568675.937500 Penalty: 4150.986816
	Iteration 36Q: 3 clusters Score -568675.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -568681.000000 Penalty: 4150.986816
	Iteration 37Q: 3 clusters Score -568681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -568688.562500 Penalty: 4150.986816
	Iteration 38Q: 3 clusters Score -568688.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -568694.437500 Penalty: 4150.986816
	Iteration 39Q: 3 clusters Score -568694.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -568699.062500 Penalty: 4150.986816
	Iteration 40F: 3 clusters Score -568699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -568701.312500 Penalty: 4150.986816
	Iteration 41Q: 3 clusters Score -568701.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -568702.625000 Penalty: 4150.986816
	Iteration 42Q: 3 clusters Score -568702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -568704.437500 Penalty: 4150.986816
	Iteration 43Q: 3 clusters Score -568704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -568705.875000 Penalty: 4150.986816
	Iteration 44Q: 3 clusters Score -568705.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -568708.812500 Penalty: 4150.986816
	Iteration 45Q: 3 clusters Score -568708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -568710.187500 Penalty: 4150.986816
	Iteration 46Q: 3 clusters Score -568710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -568711.625000 Penalty: 4150.986816
	Iteration 47Q: 3 clusters Score -568711.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -568713.812500 Penalty: 4150.986816
	Iteration 48Q: 3 clusters Score -568713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -568715.375000 Penalty: 4150.986816
	Iteration 49Q: 3 clusters Score -568715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -568716.500000 Penalty: 4150.986816
	Iteration 50Q: 3 clusters Score -568716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -568716.500000 Penalty: 4150.986816
	Iteration 51F: 3 clusters Score -568716.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167402 members 
Entering Unmasked Estep 
Score: -23049592.000000 Penalty: 2982.981934
	Iteration 0F: 2 clusters Score -2.304959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83863 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -22939362.000000 Penalty: 5965.963867
	Iteration 0F: 3 clusters Score -2.293936e+07 nChanged 80504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
Score: -22986224.000000 Penalty: 5965.963867
	Iteration 1F: 3 clusters Score -2.298622e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -22988410.000000 Penalty: 5965.963867
	Iteration 2Q: 3 clusters Score -2.298841e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -22991384.000000 Penalty: 5965.963867
	Iteration 3Q: 3 clusters Score -2.299138e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96813 members 
Mstep: Class 2 contains 70589 members 
Entering Unmasked Estep 
Score: -22996326.000000 Penalty: 5965.963867
	Iteration 4F: 3 clusters Score -2.299633e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103111 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -23004012.000000 Penalty: 5965.963867
	Iteration 5F: 3 clusters Score -2.300401e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110536 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -23014308.000000 Penalty: 5965.963867
	Iteration 6F: 3 clusters Score -2.301431e+07 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117369 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -23024354.000000 Penalty: 5965.963867
	Iteration 7F: 3 clusters Score -2.302435e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122315 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -23030352.000000 Penalty: 5965.963867
	Iteration 8F: 3 clusters Score -2.303035e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126183 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -23033182.000000 Penalty: 5965.963867
	Iteration 9Q: 3 clusters Score -2.303318e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129778 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -23034948.000000 Penalty: 5965.963867
	Iteration 10Q: 3 clusters Score -2.303495e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133241 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -23036582.000000 Penalty: 5965.963867
	Iteration 11Q: 3 clusters Score -2.303658e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136432 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -23037906.000000 Penalty: 5965.963867
	Iteration 12Q: 3 clusters Score -2.303791e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139392 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -23039202.000000 Penalty: 5965.963867
	Iteration 13Q: 3 clusters Score -2.30392e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142176 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -23040344.000000 Penalty: 5965.963867
	Iteration 14Q: 3 clusters Score -2.304034e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144809 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -23041466.000000 Penalty: 5965.963867
	Iteration 15Q: 3 clusters Score -2.304147e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147157 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -23042466.000000 Penalty: 5965.963867
	Iteration 16Q: 3 clusters Score -2.304247e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149233 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -23043224.000000 Penalty: 5965.963867
	Iteration 17Q: 3 clusters Score -2.304322e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151119 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -23043934.000000 Penalty: 5965.963867
	Iteration 18Q: 3 clusters Score -2.304393e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152783 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -23044416.000000 Penalty: 5965.963867
	Iteration 19Q: 3 clusters Score -2.304442e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154297 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -23044948.000000 Penalty: 5965.963867
	Iteration 20F: 3 clusters Score -2.304495e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155648 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -23045518.000000 Penalty: 5965.963867
	Iteration 21Q: 3 clusters Score -2.304552e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156855 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -23045800.000000 Penalty: 5965.963867
	Iteration 22Q: 3 clusters Score -2.30458e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157923 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -23046082.000000 Penalty: 5965.963867
	Iteration 23Q: 3 clusters Score -2.304608e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158910 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -23046334.000000 Penalty: 5965.963867
	Iteration 24Q: 3 clusters Score -2.304633e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159823 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -23046608.000000 Penalty: 5965.963867
	Iteration 25Q: 3 clusters Score -2.304661e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160635 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -23046806.000000 Penalty: 5965.963867
	Iteration 26Q: 3 clusters Score -2.304681e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161292 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -23046944.000000 Penalty: 5965.963867
	Iteration 27Q: 3 clusters Score -2.304694e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161845 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -23047072.000000 Penalty: 5965.963867
	Iteration 28Q: 3 clusters Score -2.304707e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162306 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -23047226.000000 Penalty: 5965.963867
	Iteration 29Q: 3 clusters Score -2.304723e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162746 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -23047344.000000 Penalty: 5965.963867
	Iteration 30Q: 3 clusters Score -2.304734e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163106 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -23047448.000000 Penalty: 5965.963867
	Iteration 31Q: 3 clusters Score -2.304745e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163394 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -23047516.000000 Penalty: 5965.963867
	Iteration 32Q: 3 clusters Score -2.304752e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163644 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -23047536.000000 Penalty: 5965.963867
	Iteration 33Q: 3 clusters Score -2.304754e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163844 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -23047628.000000 Penalty: 5965.963867
	Iteration 34Q: 3 clusters Score -2.304763e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164026 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -23047656.000000 Penalty: 5965.963867
	Iteration 35Q: 3 clusters Score -2.304766e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164202 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -23047656.000000 Penalty: 5965.963867
	Iteration 36Q: 3 clusters Score -2.304766e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164336 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -23047668.000000 Penalty: 5965.963867
	Iteration 37Q: 3 clusters Score -2.304767e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164446 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -23047682.000000 Penalty: 5965.963867
	Iteration 38Q: 3 clusters Score -2.304768e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164531 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -23047680.000000 Penalty: 5965.963867
	Iteration 39Q: 3 clusters Score -2.304768e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164590 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -23047706.000000 Penalty: 5965.963867
	Iteration 40F: 3 clusters Score -2.304771e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -23047726.000000 Penalty: 5965.963867
	Iteration 41Q: 3 clusters Score -2.304773e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164704 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -23047736.000000 Penalty: 5965.963867
	Iteration 42Q: 3 clusters Score -2.304774e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164751 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -23047730.000000 Penalty: 5965.963867
	Iteration 43Q: 3 clusters Score -2.304773e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164791 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -23047726.000000 Penalty: 5965.963867
	Iteration 44Q: 3 clusters Score -2.304773e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164820 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -23047716.000000 Penalty: 5965.963867
	Iteration 45Q: 3 clusters Score -2.304772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164844 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -23047704.000000 Penalty: 5965.963867
	Iteration 46Q: 3 clusters Score -2.30477e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164878 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -23047692.000000 Penalty: 5965.963867
	Iteration 47Q: 3 clusters Score -2.304769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -23047706.000000 Penalty: 5965.963867
	Iteration 48Q: 3 clusters Score -2.304771e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164927 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -23047704.000000 Penalty: 5965.963867
	Iteration 49Q: 3 clusters Score -2.30477e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164959 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -23047704.000000 Penalty: 5965.963867
	Iteration 50Q: 3 clusters Score -2.30477e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164981 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -23047708.000000 Penalty: 5965.963867
	Iteration 51Q: 3 clusters Score -2.304771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165003 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -23047712.000000 Penalty: 5965.963867
	Iteration 52Q: 3 clusters Score -2.304771e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165020 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -23047730.000000 Penalty: 5965.963867
	Iteration 53Q: 3 clusters Score -2.304773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165039 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -23047692.000000 Penalty: 5965.963867
	Iteration 54Q: 3 clusters Score -2.304769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165046 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -23047700.000000 Penalty: 5965.963867
	Iteration 55Q: 3 clusters Score -2.30477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165055 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -23047716.000000 Penalty: 5965.963867
	Iteration 56Q: 3 clusters Score -2.304772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165060 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -23047708.000000 Penalty: 5965.963867
	Iteration 57Q: 3 clusters Score -2.304771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165064 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -23047702.000000 Penalty: 5965.963867
	Iteration 58Q: 3 clusters Score -2.30477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165065 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -23047710.000000 Penalty: 5965.963867
	Iteration 59Q: 3 clusters Score -2.304771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165065 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -23047710.000000 Penalty: 5965.963867
	Iteration 60F: 3 clusters Score -2.304771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Entering Unmasked Estep 
Score: -3912190.000000 Penalty: 2546.694336
	Iteration 0F: 2 clusters Score -3912190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3892444.500000 Penalty: 5093.388672
	Iteration 0F: 3 clusters Score -3892444 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3899523.250000 Penalty: 5093.388672
	Iteration 1F: 3 clusters Score -3899523 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3900051.500000 Penalty: 5093.388672
	Iteration 2Q: 3 clusters Score -3900052 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3900648.500000 Penalty: 5093.388672
	Iteration 3Q: 3 clusters Score -3900648 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3901280.500000 Penalty: 5093.388672
	Iteration 4Q: 3 clusters Score -3901280 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3901949.750000 Penalty: 5093.388672
	Iteration 5Q: 3 clusters Score -3901950 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3902603.000000 Penalty: 5093.388672
	Iteration 6Q: 3 clusters Score -3902603 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3903208.750000 Penalty: 5093.388672
	Iteration 7Q: 3 clusters Score -3903209 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3903725.000000 Penalty: 5093.388672
	Iteration 8Q: 3 clusters Score -3903725 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3904281.750000 Penalty: 5093.388672
	Iteration 9Q: 3 clusters Score -3904282 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3904859.250000 Penalty: 5093.388672
	Iteration 10Q: 3 clusters Score -3904859 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3905423.750000 Penalty: 5093.388672
	Iteration 11Q: 3 clusters Score -3905424 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3905876.500000 Penalty: 5093.388672
	Iteration 12Q: 3 clusters Score -3905876 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3906281.500000 Penalty: 5093.388672
	Iteration 13Q: 3 clusters Score -3906282 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3906656.500000 Penalty: 5093.388672
	Iteration 14Q: 3 clusters Score -3906656 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3906931.500000 Penalty: 5093.388672
	Iteration 15Q: 3 clusters Score -3906932 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3907186.250000 Penalty: 5093.388672
	Iteration 16Q: 3 clusters Score -3907186 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3907388.000000 Penalty: 5093.388672
	Iteration 17Q: 3 clusters Score -3907388 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3907576.250000 Penalty: 5093.388672
	Iteration 18Q: 3 clusters Score -3907576 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3907727.500000 Penalty: 5093.388672
	Iteration 19Q: 3 clusters Score -3907728 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3907893.750000 Penalty: 5093.388672
	Iteration 20F: 3 clusters Score -3907894 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3908092.250000 Penalty: 5093.388672
	Iteration 21Q: 3 clusters Score -3908092 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3908259.000000 Penalty: 5093.388672
	Iteration 22Q: 3 clusters Score -3908259 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3908384.250000 Penalty: 5093.388672
	Iteration 23Q: 3 clusters Score -3908384 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3908531.250000 Penalty: 5093.388672
	Iteration 24Q: 3 clusters Score -3908531 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3908632.000000 Penalty: 5093.388672
	Iteration 25Q: 3 clusters Score -3908632 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3908749.000000 Penalty: 5093.388672
	Iteration 26Q: 3 clusters Score -3908749 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3908863.000000 Penalty: 5093.388672
	Iteration 27Q: 3 clusters Score -3908863 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3908963.500000 Penalty: 5093.388672
	Iteration 28Q: 3 clusters Score -3908964 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3909054.250000 Penalty: 5093.388672
	Iteration 29Q: 3 clusters Score -3909054 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3909148.250000 Penalty: 5093.388672
	Iteration 30Q: 3 clusters Score -3909148 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3909217.250000 Penalty: 5093.388672
	Iteration 31Q: 3 clusters Score -3909217 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -3909284.250000 Penalty: 5093.388672
	Iteration 32Q: 3 clusters Score -3909284 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3909336.000000 Penalty: 5093.388672
	Iteration 33Q: 3 clusters Score -3909336 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3909391.750000 Penalty: 5093.388672
	Iteration 34Q: 3 clusters Score -3909392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -3909466.000000 Penalty: 5093.388672
	Iteration 35Q: 3 clusters Score -3909466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3909520.500000 Penalty: 5093.388672
	Iteration 36Q: 3 clusters Score -3909520 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3909558.250000 Penalty: 5093.388672
	Iteration 37Q: 3 clusters Score -3909558 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3909605.500000 Penalty: 5093.388672
	Iteration 38Q: 3 clusters Score -3909606 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3909642.250000 Penalty: 5093.388672
	Iteration 39Q: 3 clusters Score -3909642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3909674.000000 Penalty: 5093.388672
	Iteration 40F: 3 clusters Score -3909674 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3909717.000000 Penalty: 5093.388672
	Iteration 41Q: 3 clusters Score -3909717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3909728.250000 Penalty: 5093.388672
	Iteration 42Q: 3 clusters Score -3909728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3909757.250000 Penalty: 5093.388672
	Iteration 43Q: 3 clusters Score -3909757 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3909779.000000 Penalty: 5093.388672
	Iteration 44Q: 3 clusters Score -3909779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3909816.000000 Penalty: 5093.388672
	Iteration 45Q: 3 clusters Score -3909816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3909837.000000 Penalty: 5093.388672
	Iteration 46Q: 3 clusters Score -3909837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3909849.750000 Penalty: 5093.388672
	Iteration 47Q: 3 clusters Score -3909850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3909857.750000 Penalty: 5093.388672
	Iteration 48Q: 3 clusters Score -3909858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3909872.000000 Penalty: 5093.388672
	Iteration 49Q: 3 clusters Score -3909872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3909881.250000 Penalty: 5093.388672
	Iteration 50Q: 3 clusters Score -3909881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3909888.250000 Penalty: 5093.388672
	Iteration 51Q: 3 clusters Score -3909888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3909895.250000 Penalty: 5093.388672
	Iteration 52Q: 3 clusters Score -3909895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3909906.750000 Penalty: 5093.388672
	Iteration 53Q: 3 clusters Score -3909907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -3909909.750000 Penalty: 5093.388672
	Iteration 54Q: 3 clusters Score -3909910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3909910.500000 Penalty: 5093.388672
	Iteration 55Q: 3 clusters Score -3909910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3909918.500000 Penalty: 5093.388672
	Iteration 56Q: 3 clusters Score -3909918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3909924.750000 Penalty: 5093.388672
	Iteration 57Q: 3 clusters Score -3909925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3909932.750000 Penalty: 5093.388672
	Iteration 58Q: 3 clusters Score -3909933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3909934.000000 Penalty: 5093.388672
	Iteration 59Q: 3 clusters Score -3909934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3909942.750000 Penalty: 5093.388672
	Iteration 60F: 3 clusters Score -3909943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3909959.000000 Penalty: 5093.388672
	Iteration 61Q: 3 clusters Score -3909959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3909963.000000 Penalty: 5093.388672
	Iteration 62Q: 3 clusters Score -3909963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3909968.000000 Penalty: 5093.388672
	Iteration 63Q: 3 clusters Score -3909968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3909975.250000 Penalty: 5093.388672
	Iteration 64Q: 3 clusters Score -3909975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3909981.000000 Penalty: 5093.388672
	Iteration 65Q: 3 clusters Score -3909981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3909982.500000 Penalty: 5093.388672
	Iteration 66Q: 3 clusters Score -3909982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3909988.000000 Penalty: 5093.388672
	Iteration 67Q: 3 clusters Score -3909988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -3909991.000000 Penalty: 5093.388672
	Iteration 68Q: 3 clusters Score -3909991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3909996.500000 Penalty: 5093.388672
	Iteration 69Q: 3 clusters Score -3909996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3909996.250000 Penalty: 5093.388672
	Iteration 70Q: 3 clusters Score -3909996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3909993.500000 Penalty: 5093.388672
	Iteration 71Q: 3 clusters Score -3909994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3909998.500000 Penalty: 5093.388672
	Iteration 72Q: 3 clusters Score -3909998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3909999.000000 Penalty: 5093.388672
	Iteration 73Q: 3 clusters Score -3909999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3909999.000000 Penalty: 5093.388672
	Iteration 74F: 3 clusters Score -3909999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -160940.218750 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -160940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -158852.656250 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -158852.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -159177.593750 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -159177.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -159286.937500 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -159286.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -159336.093750 Penalty: 3517.504150
	Iteration 3Q: 3 clusters Score -159336.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -159378.375000 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -159378.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -159406.828125 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -159406.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -159412.578125 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -159412.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -159420.718750 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -159420.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -159440.468750 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -159440.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -159456.625000 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -159456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -159461.203125 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -159461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -159467.734375 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -159467.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -159474.093750 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -159474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -159480.984375 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -159481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -159488.343750 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -159488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -159495.218750 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -159495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -159498.125000 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -159498.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -159498.125000 Penalty: 3517.504150
	Iteration 17F: 3 clusters Score -159498.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (136874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136874 members 
Entering Unmasked Estep 
Score: -18886494.000000 Penalty: 2933.050293
	Iteration 0F: 2 clusters Score -1.888649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -18795282.000000 Penalty: 5866.100586
	Iteration 0F: 3 clusters Score -1.879528e+07 nChanged 65095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -18832690.000000 Penalty: 5866.100586
	Iteration 1F: 3 clusters Score -1.883269e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -18833562.000000 Penalty: 5866.100586
	Iteration 2Q: 3 clusters Score -1.883356e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -18834648.000000 Penalty: 5866.100586
	Iteration 3Q: 3 clusters Score -1.883465e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -18836172.000000 Penalty: 5866.100586
	Iteration 4Q: 3 clusters Score -1.883617e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85707 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -18839332.000000 Penalty: 5866.100586
	Iteration 5Q: 3 clusters Score -1.883933e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -18845570.000000 Penalty: 5866.100586
	Iteration 6F: 3 clusters Score -1.884557e+07 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106392 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -18855304.000000 Penalty: 5866.100586
	Iteration 7F: 3 clusters Score -1.88553e+07 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -18867090.000000 Penalty: 5866.100586
	Iteration 8F: 3 clusters Score -1.886709e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128124 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -18876464.000000 Penalty: 5866.100586
	Iteration 9F: 3 clusters Score -1.887646e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132752 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -18881096.000000 Penalty: 5866.100586
	Iteration 10Q: 3 clusters Score -1.88811e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134481 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -18882810.000000 Penalty: 5866.100586
	Iteration 11Q: 3 clusters Score -1.888281e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135125 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -18883574.000000 Penalty: 5866.100586
	Iteration 12Q: 3 clusters Score -1.888357e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135337 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -18883932.000000 Penalty: 5866.100586
	Iteration 13Q: 3 clusters Score -1.888393e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135417 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -18884042.000000 Penalty: 5866.100586
	Iteration 14Q: 3 clusters Score -1.888404e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135467 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -18884146.000000 Penalty: 5866.100586
	Iteration 15Q: 3 clusters Score -1.888415e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135503 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -18884206.000000 Penalty: 5866.100586
	Iteration 16Q: 3 clusters Score -1.888421e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135539 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -18884242.000000 Penalty: 5866.100586
	Iteration 17Q: 3 clusters Score -1.888424e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135553 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -18884254.000000 Penalty: 5866.100586
	Iteration 18Q: 3 clusters Score -1.888425e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135563 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -18884262.000000 Penalty: 5866.100586
	Iteration 19Q: 3 clusters Score -1.888426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135575 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -18884278.000000 Penalty: 5866.100586
	Iteration 20F: 3 clusters Score -1.888428e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135585 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -18884280.000000 Penalty: 5866.100586
	Iteration 21Q: 3 clusters Score -1.888428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135595 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -18884278.000000 Penalty: 5866.100586
	Iteration 22Q: 3 clusters Score -1.888428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135602 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -18884262.000000 Penalty: 5866.100586
	Iteration 23Q: 3 clusters Score -1.888426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135611 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -18884270.000000 Penalty: 5866.100586
	Iteration 24Q: 3 clusters Score -1.888427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135622 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -18884268.000000 Penalty: 5866.100586
	Iteration 25Q: 3 clusters Score -1.888427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135624 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -18884272.000000 Penalty: 5866.100586
	Iteration 26Q: 3 clusters Score -1.888427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135628 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -18884276.000000 Penalty: 5866.100586
	Iteration 27Q: 3 clusters Score -1.888428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135632 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -18884290.000000 Penalty: 5866.100586
	Iteration 28Q: 3 clusters Score -1.888429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135633 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -18884278.000000 Penalty: 5866.100586
	Iteration 29Q: 3 clusters Score -1.888428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135634 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18884280.000000 Penalty: 5866.100586
	Iteration 30Q: 3 clusters Score -1.888428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135632 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -18884288.000000 Penalty: 5866.100586
	Iteration 31Q: 3 clusters Score -1.888429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135632 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -18884276.000000 Penalty: 5866.100586
	Iteration 32Q: 3 clusters Score -1.888428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135633 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -18884276.000000 Penalty: 5866.100586
	Iteration 33Q: 3 clusters Score -1.888428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135634 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18884268.000000 Penalty: 5866.100586
	Iteration 34Q: 3 clusters Score -1.888427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135634 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18884268.000000 Penalty: 5866.100586
	Iteration 35F: 3 clusters Score -1.888427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -80969.242188 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -80969.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79270.093750 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -79270.09 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79557.179688 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -79557.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79745.906250 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -79745.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79948.812500 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -79948.81 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80261.062500 Penalty: 3237.141602
	Iteration 4F: 3 clusters Score -80261.06 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80654.476562 Penalty: 3237.141602
	Iteration 5F: 3 clusters Score -80654.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81059.109375 Penalty: 3237.141602
	Iteration 6F: 3 clusters Score -81059.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81308.070312 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -81308.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81476.335938 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -81476.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81663.921875 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -81663.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -81709.273438 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -81709.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81715.992188 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -81715.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81716.195312 Penalty: 3237.141602
	Iteration 12F: 3 clusters Score -81716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81719.578125 Penalty: 3237.141602
	Iteration 13Q: 3 clusters Score -81719.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81719.578125 Penalty: 3237.141602
	Iteration 14F: 3 clusters Score -81719.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151334 members 
Mstep: Class 10 contains 181417 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167402 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136874 members 
Mstep: Class 20 contains 254 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 429 members 
Entering Unmasked Estep 
Score: -137450592.000000 Penalty: 78884.125000
Splitting cluster 20 changes total score from -137451776.000000 to -137450592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -57314.660156 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -57314.66 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 235 members 
Entering Unmasked Estep 
Score: -55871.640625 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -55871.64 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56065.980469 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -56065.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56159.503906 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -56159.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56190.515625 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -56190.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56223.136719 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -56223.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56239.230469 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -56239.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56260.433594 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -56260.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56301.140625 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -56301.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56309.058594 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -56309.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56314.128906 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -56314.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56319.261719 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -56319.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56322.425781 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -56322.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56322.425781 Penalty: 3061.163330
	Iteration 12F: 3 clusters Score -56322.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -31824.111328 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -31824.11 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 130 members 
Entering Unmasked Estep 
Score: -30610.328125 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -30610.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30712.294922 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -30712.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30723.630859 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -30723.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30723.630859 Penalty: 2738.644775
	Iteration 3F: 3 clusters Score -30723.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151334 members 
Mstep: Class 10 contains 181417 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167402 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136874 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451808.000000 Penalty: 75454.375000
Iteration 399Q: 23 clusters Score -1.374518e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151335 members 
Mstep: Class 10 contains 181419 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167404 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136869 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451808.000000 Penalty: 75454.375000
Iteration 400F: 23 clusters Score -1.374518e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151334 members 
Mstep: Class 10 contains 181421 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167405 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136867 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 75454.375000
Iteration 401Q: 23 clusters Score -1.374518e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151332 members 
Mstep: Class 10 contains 181420 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167406 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136867 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451776.000000 Penalty: 75454.375000
Iteration 402Q: 23 clusters Score -1.374518e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151331 members 
Mstep: Class 10 contains 181419 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167409 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136866 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451776.000000 Penalty: 75454.375000
Iteration 403Q: 23 clusters Score -1.374518e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 81870 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151333 members 
Mstep: Class 10 contains 181421 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167410 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136864 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451808.000000 Penalty: 75454.375000
Iteration 404Q: 23 clusters Score -1.374518e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 81870 members 
Mstep: Class 3 contains 43520 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151333 members 
Mstep: Class 10 contains 181421 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167412 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136863 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 75454.375000
Iteration 405Q: 23 clusters Score -1.374518e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 81869 members 
Mstep: Class 3 contains 43520 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151332 members 
Mstep: Class 10 contains 181420 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167414 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136864 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 406Q: 23 clusters Score -1.374518e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 81867 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151331 members 
Mstep: Class 10 contains 181417 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167416 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136867 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 75454.375000
Iteration 407Q: 23 clusters Score -1.374518e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 81869 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151331 members 
Mstep: Class 10 contains 181413 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167417 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136869 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451808.000000 Penalty: 75454.375000
Iteration 408Q: 23 clusters Score -1.374518e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 81870 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151331 members 
Mstep: Class 10 contains 181411 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167418 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136869 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451808.000000 Penalty: 75454.375000
Iteration 409Q: 23 clusters Score -1.374518e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151331 members 
Mstep: Class 10 contains 181411 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167418 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136869 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451808.000000 Penalty: 75454.375000
Iteration 410Q: 23 clusters Score -1.374518e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151331 members 
Mstep: Class 10 contains 181409 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167420 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136869 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451792.000000 Penalty: 75454.375000
Iteration 411Q: 23 clusters Score -1.374518e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151330 members 
Mstep: Class 10 contains 181410 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167421 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136870 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 412Q: 23 clusters Score -1.374518e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151329 members 
Mstep: Class 10 contains 181411 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167421 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136869 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 75454.375000
Iteration 413Q: 23 clusters Score -1.374518e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151328 members 
Mstep: Class 10 contains 181416 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167420 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136866 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 414Q: 23 clusters Score -1.374519e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151327 members 
Mstep: Class 10 contains 181419 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167420 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136864 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 415Q: 23 clusters Score -1.374518e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147100 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151327 members 
Mstep: Class 10 contains 181421 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167420 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136863 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 416Q: 23 clusters Score -1.374519e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147100 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151327 members 
Mstep: Class 10 contains 181421 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167421 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136862 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 417Q: 23 clusters Score -1.374519e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151326 members 
Mstep: Class 10 contains 181421 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167422 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136862 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451872.000000 Penalty: 75454.375000
Iteration 418Q: 23 clusters Score -1.374519e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 81872 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151326 members 
Mstep: Class 10 contains 181423 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167421 members 
Mstep: Class 17 contains 28821 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136859 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 419Q: 23 clusters Score -1.374519e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151326 members 
Mstep: Class 10 contains 181425 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167420 members 
Mstep: Class 17 contains 28820 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136858 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 420F: 23 clusters Score -1.374519e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 81874 members 
Mstep: Class 3 contains 43518 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151327 members 
Mstep: Class 10 contains 181427 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167420 members 
Mstep: Class 17 contains 28818 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136857 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 421Q: 23 clusters Score -1.374518e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147107 members 
Mstep: Class 2 contains 81874 members 
Mstep: Class 3 contains 43518 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151326 members 
Mstep: Class 10 contains 181428 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167421 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136855 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 422Q: 23 clusters Score -1.374518e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 81874 members 
Mstep: Class 3 contains 43518 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151328 members 
Mstep: Class 10 contains 181428 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167423 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136853 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451808.000000 Penalty: 75454.375000
Iteration 423Q: 23 clusters Score -1.374518e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 81874 members 
Mstep: Class 3 contains 43518 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151329 members 
Mstep: Class 10 contains 181427 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167427 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136852 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 75454.375000
Iteration 424Q: 23 clusters Score -1.374518e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 81874 members 
Mstep: Class 3 contains 43517 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151328 members 
Mstep: Class 10 contains 181432 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167428 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136849 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451808.000000 Penalty: 75454.375000
Iteration 425Q: 23 clusters Score -1.374518e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 81875 members 
Mstep: Class 3 contains 43517 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151328 members 
Mstep: Class 10 contains 181433 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167431 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136846 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 75454.375000
Iteration 426Q: 23 clusters Score -1.374518e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147097 members 
Mstep: Class 2 contains 81875 members 
Mstep: Class 3 contains 43517 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151327 members 
Mstep: Class 10 contains 181437 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167432 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136843 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451792.000000 Penalty: 75454.375000
Iteration 427Q: 23 clusters Score -1.374518e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 81875 members 
Mstep: Class 3 contains 43517 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151327 members 
Mstep: Class 10 contains 181434 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167433 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136843 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451808.000000 Penalty: 75454.375000
Iteration 428Q: 23 clusters Score -1.374518e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 81875 members 
Mstep: Class 3 contains 43517 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151327 members 
Mstep: Class 10 contains 181434 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167433 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136842 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 429Q: 23 clusters Score -1.374518e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 81875 members 
Mstep: Class 3 contains 43517 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151327 members 
Mstep: Class 10 contains 181433 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167433 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136840 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 430Q: 23 clusters Score -1.374519e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147107 members 
Mstep: Class 2 contains 81875 members 
Mstep: Class 3 contains 43518 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151327 members 
Mstep: Class 10 contains 181433 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167433 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136836 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 75454.375000
Iteration 431Q: 23 clusters Score -1.374518e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147107 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151326 members 
Mstep: Class 10 contains 181433 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167433 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136838 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451872.000000 Penalty: 75454.375000
Iteration 432Q: 23 clusters Score -1.374519e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151326 members 
Mstep: Class 10 contains 181438 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167433 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136834 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 75454.375000
Iteration 433Q: 23 clusters Score -1.374519e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151326 members 
Mstep: Class 10 contains 181443 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167431 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136830 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451936.000000 Penalty: 75454.375000
Iteration 434Q: 23 clusters Score -1.374519e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151327 members 
Mstep: Class 10 contains 181450 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167430 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136825 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451936.000000 Penalty: 75454.375000
Iteration 435Q: 23 clusters Score -1.374519e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147100 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151333 members 
Mstep: Class 10 contains 181452 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167429 members 
Mstep: Class 17 contains 28816 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136823 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 75454.375000
Iteration 436Q: 23 clusters Score -1.374519e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 81872 members 
Mstep: Class 3 contains 43518 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151336 members 
Mstep: Class 10 contains 181452 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167429 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136820 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451888.000000 Penalty: 75454.375000
Iteration 437Q: 23 clusters Score -1.374519e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43519 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151339 members 
Mstep: Class 10 contains 181453 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167428 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136815 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 438Q: 23 clusters Score -1.374519e+08 nChanged 10
Entering ConstructFrom: 
Score: -137451856.000000 Penalty: 75454.375000
Entering ConstructFrom: 
Trying to split cluster 1 (147101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147101 members 
Entering Unmasked Estep 
Score: -20340482.000000 Penalty: 2950.920898
	Iteration 0F: 2 clusters Score -2.034048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -20243314.000000 Penalty: 5901.841797
	Iteration 0F: 3 clusters Score -2.024331e+07 nChanged 70020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -20283308.000000 Penalty: 5901.841797
	Iteration 1F: 3 clusters Score -2.028331e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 72404 members 
Entering Unmasked Estep 
Score: -20284310.000000 Penalty: 5901.841797
	Iteration 2Q: 3 clusters Score -2.028431e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -20285898.000000 Penalty: 5901.841797
	Iteration 3Q: 3 clusters Score -2.02859e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -20287730.000000 Penalty: 5901.841797
	Iteration 4Q: 3 clusters Score -2.028773e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -20291120.000000 Penalty: 5901.841797
	Iteration 5Q: 3 clusters Score -2.029112e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -20295964.000000 Penalty: 5901.841797
	Iteration 6F: 3 clusters Score -2.029596e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -20303340.000000 Penalty: 5901.841797
	Iteration 7F: 3 clusters Score -2.030334e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -20311790.000000 Penalty: 5901.841797
	Iteration 8F: 3 clusters Score -2.031179e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -20317604.000000 Penalty: 5901.841797
	Iteration 9F: 3 clusters Score -2.03176e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -20320266.000000 Penalty: 5901.841797
	Iteration 10Q: 3 clusters Score -2.032027e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95616 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -20321582.000000 Penalty: 5901.841797
	Iteration 11Q: 3 clusters Score -2.032158e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97214 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -20322356.000000 Penalty: 5901.841797
	Iteration 12Q: 3 clusters Score -2.032236e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -20323062.000000 Penalty: 5901.841797
	Iteration 13Q: 3 clusters Score -2.032306e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100523 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -20323660.000000 Penalty: 5901.841797
	Iteration 14Q: 3 clusters Score -2.032366e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -20324338.000000 Penalty: 5901.841797
	Iteration 15Q: 3 clusters Score -2.032434e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -20325030.000000 Penalty: 5901.841797
	Iteration 16Q: 3 clusters Score -2.032503e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -20325782.000000 Penalty: 5901.841797
	Iteration 17Q: 3 clusters Score -2.032578e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107213 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -20326586.000000 Penalty: 5901.841797
	Iteration 18Q: 3 clusters Score -2.032659e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108882 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -20327328.000000 Penalty: 5901.841797
	Iteration 19Q: 3 clusters Score -2.032733e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110616 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -20328226.000000 Penalty: 5901.841797
	Iteration 20F: 3 clusters Score -2.032823e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112312 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -20329398.000000 Penalty: 5901.841797
	Iteration 21Q: 3 clusters Score -2.03294e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -20330682.000000 Penalty: 5901.841797
	Iteration 22Q: 3 clusters Score -2.033068e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115622 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -20332448.000000 Penalty: 5901.841797
	Iteration 23Q: 3 clusters Score -2.033245e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117122 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -20334416.000000 Penalty: 5901.841797
	Iteration 24Q: 3 clusters Score -2.033442e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118318 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -20336268.000000 Penalty: 5901.841797
	Iteration 25Q: 3 clusters Score -2.033627e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119092 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -20337400.000000 Penalty: 5901.841797
	Iteration 26Q: 3 clusters Score -2.03374e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119558 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -20337898.000000 Penalty: 5901.841797
	Iteration 27Q: 3 clusters Score -2.03379e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119879 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -20338234.000000 Penalty: 5901.841797
	Iteration 28Q: 3 clusters Score -2.033823e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120112 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -20338322.000000 Penalty: 5901.841797
	Iteration 29Q: 3 clusters Score -2.033832e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120278 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -20338388.000000 Penalty: 5901.841797
	Iteration 30Q: 3 clusters Score -2.033839e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120412 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -20338518.000000 Penalty: 5901.841797
	Iteration 31Q: 3 clusters Score -2.033852e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120539 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -20338584.000000 Penalty: 5901.841797
	Iteration 32Q: 3 clusters Score -2.033858e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120649 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -20338546.000000 Penalty: 5901.841797
	Iteration 33Q: 3 clusters Score -2.033855e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120755 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -20338554.000000 Penalty: 5901.841797
	Iteration 34Q: 3 clusters Score -2.033855e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -20338562.000000 Penalty: 5901.841797
	Iteration 35Q: 3 clusters Score -2.033856e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120913 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -20338560.000000 Penalty: 5901.841797
	Iteration 36Q: 3 clusters Score -2.033856e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120978 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -20338594.000000 Penalty: 5901.841797
	Iteration 37Q: 3 clusters Score -2.033859e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121035 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -20338592.000000 Penalty: 5901.841797
	Iteration 38Q: 3 clusters Score -2.033859e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121083 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -20338578.000000 Penalty: 5901.841797
	Iteration 39Q: 3 clusters Score -2.033858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -20338596.000000 Penalty: 5901.841797
	Iteration 40F: 3 clusters Score -2.03386e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121148 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -20338616.000000 Penalty: 5901.841797
	Iteration 41Q: 3 clusters Score -2.033862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121167 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -20338600.000000 Penalty: 5901.841797
	Iteration 42Q: 3 clusters Score -2.03386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121184 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -20338598.000000 Penalty: 5901.841797
	Iteration 43Q: 3 clusters Score -2.03386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121198 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -20338598.000000 Penalty: 5901.841797
	Iteration 44Q: 3 clusters Score -2.03386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -20338618.000000 Penalty: 5901.841797
	Iteration 45Q: 3 clusters Score -2.033862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121212 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -20338602.000000 Penalty: 5901.841797
	Iteration 46Q: 3 clusters Score -2.03386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121219 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -20338614.000000 Penalty: 5901.841797
	Iteration 47Q: 3 clusters Score -2.033861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121226 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -20338610.000000 Penalty: 5901.841797
	Iteration 48Q: 3 clusters Score -2.033861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121230 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -20338608.000000 Penalty: 5901.841797
	Iteration 49Q: 3 clusters Score -2.033861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -20338608.000000 Penalty: 5901.841797
	Iteration 50Q: 3 clusters Score -2.033861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121237 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -20338622.000000 Penalty: 5901.841797
	Iteration 51Q: 3 clusters Score -2.033862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121243 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -20338618.000000 Penalty: 5901.841797
	Iteration 52Q: 3 clusters Score -2.033862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121247 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -20338602.000000 Penalty: 5901.841797
	Iteration 53Q: 3 clusters Score -2.03386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121248 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -20338604.000000 Penalty: 5901.841797
	Iteration 54Q: 3 clusters Score -2.03386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121248 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -20338604.000000 Penalty: 5901.841797
	Iteration 55F: 3 clusters Score -2.03386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Entering Unmasked Estep 
Score: -11344124.000000 Penalty: 2805.608398
	Iteration 0F: 2 clusters Score -1.134412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -11288741.000000 Penalty: 5611.216797
	Iteration 0F: 3 clusters Score -1.128874e+07 nChanged 38686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -11310750.000000 Penalty: 5611.216797
	Iteration 1F: 3 clusters Score -1.131075e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -11311380.000000 Penalty: 5611.216797
	Iteration 2Q: 3 clusters Score -1.131138e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -11312041.000000 Penalty: 5611.216797
	Iteration 3Q: 3 clusters Score -1.131204e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -11312825.000000 Penalty: 5611.216797
	Iteration 4Q: 3 clusters Score -1.131282e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -11313959.000000 Penalty: 5611.216797
	Iteration 5Q: 3 clusters Score -1.131396e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -11315596.000000 Penalty: 5611.216797
	Iteration 6Q: 3 clusters Score -1.13156e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -11318118.000000 Penalty: 5611.216797
	Iteration 7F: 3 clusters Score -1.131812e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -11321631.000000 Penalty: 5611.216797
	Iteration 8F: 3 clusters Score -1.132163e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -11326586.000000 Penalty: 5611.216797
	Iteration 9F: 3 clusters Score -1.132659e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -11332189.000000 Penalty: 5611.216797
	Iteration 10F: 3 clusters Score -1.133219e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 76678 members 
Entering Unmasked Estep 
Score: -11336875.000000 Penalty: 5611.216797
	Iteration 11F: 3 clusters Score -1.133688e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -11339613.000000 Penalty: 5611.216797
	Iteration 12Q: 3 clusters Score -1.133961e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -11340755.000000 Penalty: 5611.216797
	Iteration 13Q: 3 clusters Score -1.134076e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -11341215.000000 Penalty: 5611.216797
	Iteration 14Q: 3 clusters Score -1.134122e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -11341431.000000 Penalty: 5611.216797
	Iteration 15Q: 3 clusters Score -1.134143e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -11341516.000000 Penalty: 5611.216797
	Iteration 16Q: 3 clusters Score -1.134152e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -11341556.000000 Penalty: 5611.216797
	Iteration 17Q: 3 clusters Score -1.134156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -11341573.000000 Penalty: 5611.216797
	Iteration 18Q: 3 clusters Score -1.134157e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -11341592.000000 Penalty: 5611.216797
	Iteration 19Q: 3 clusters Score -1.134159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -11341595.000000 Penalty: 5611.216797
	Iteration 20F: 3 clusters Score -1.13416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -11341604.000000 Penalty: 5611.216797
	Iteration 21Q: 3 clusters Score -1.13416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -11341615.000000 Penalty: 5611.216797
	Iteration 22Q: 3 clusters Score -1.134162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -11341620.000000 Penalty: 5611.216797
	Iteration 23Q: 3 clusters Score -1.134162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 81613 members 
Entering Unmasked Estep 
Score: -11341630.000000 Penalty: 5611.216797
	Iteration 24Q: 3 clusters Score -1.134163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 81613 members 
Entering Unmasked Estep 
Score: -11341630.000000 Penalty: 5611.216797
	Iteration 25F: 3 clusters Score -1.134163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Entering Unmasked Estep 
Score: -6053162.000000 Penalty: 2648.882080
	Iteration 0F: 2 clusters Score -6053162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -6023655.000000 Penalty: 5297.764160
	Iteration 0F: 3 clusters Score -6023655 nChanged 20026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -6034661.000000 Penalty: 5297.764160
	Iteration 1F: 3 clusters Score -6034661 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -6035177.500000 Penalty: 5297.764160
	Iteration 2Q: 3 clusters Score -6035178 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -6035692.500000 Penalty: 5297.764160
	Iteration 3Q: 3 clusters Score -6035692 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -6036322.000000 Penalty: 5297.764160
	Iteration 4Q: 3 clusters Score -6036322 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -6037023.500000 Penalty: 5297.764160
	Iteration 5Q: 3 clusters Score -6037024 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -6037904.500000 Penalty: 5297.764160
	Iteration 6Q: 3 clusters Score -6037904 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -6038948.000000 Penalty: 5297.764160
	Iteration 7Q: 3 clusters Score -6038948 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -6040287.500000 Penalty: 5297.764160
	Iteration 8F: 3 clusters Score -6040288 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -6042158.000000 Penalty: 5297.764160
	Iteration 9F: 3 clusters Score -6042158 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -6044304.500000 Penalty: 5297.764160
	Iteration 10F: 3 clusters Score -6044304 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -6046049.000000 Penalty: 5297.764160
	Iteration 11F: 3 clusters Score -6046049 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -6046994.500000 Penalty: 5297.764160
	Iteration 12Q: 3 clusters Score -6046994 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -6047476.500000 Penalty: 5297.764160
	Iteration 13Q: 3 clusters Score -6047476 nChanged 779
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6047758 nChanged 611
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6047938 nChanged 544
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6048144 nChanged 512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6048303 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6048417 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6048536 nChanged 447
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Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6048656 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6048758 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6048858 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6048975 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6049079 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -6049197.500000 Penalty: 5297.764160
	Iteration 25Q: 3 clusters Score -6049198 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6049280 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6049386 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6049520 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6049609 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6049740 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6049858 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6049991 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6050110 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6050222 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6050297 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -6050398.500000 Penalty: 5297.764160
	Iteration 36Q: 3 clusters Score -6050398 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6050453 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -6050514.000000 Penalty: 5297.764160
	Iteration 38Q: 3 clusters Score -6050514 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6050604 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6050681.500000 Penalty: 5297.764160
	Iteration 40F: 3 clusters Score -6050682 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6050746 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6050802 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6050832 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6050876 nChanged 133
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Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6050918 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6050932 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6050959 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6051016.500000 Penalty: 5297.764160
	Iteration 48Q: 3 clusters Score -6051016 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6051048.500000 Penalty: 5297.764160
	Iteration 49Q: 3 clusters Score -6051048 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6051080.500000 Penalty: 5297.764160
	Iteration 50Q: 3 clusters Score -6051080 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6051105.000000 Penalty: 5297.764160
	Iteration 51Q: 3 clusters Score -6051105 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6051172.500000 Penalty: 5297.764160
	Iteration 52Q: 3 clusters Score -6051172 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6051213.000000 Penalty: 5297.764160
	Iteration 53Q: 3 clusters Score -6051213 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6051226.500000 Penalty: 5297.764160
	Iteration 54Q: 3 clusters Score -6051226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6051258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6051283.500000 Penalty: 5297.764160
	Iteration 56Q: 3 clusters Score -6051284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6051312.000000 Penalty: 5297.764160
	Iteration 57Q: 3 clusters Score -6051312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6051326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6051341.000000 Penalty: 5297.764160
	Iteration 59Q: 3 clusters Score -6051341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6051376.500000 Penalty: 5297.764160
	Iteration 60F: 3 clusters Score -6051376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6051406.500000 Penalty: 5297.764160
	Iteration 61Q: 3 clusters Score -6051406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6051424.000000 Penalty: 5297.764160
	Iteration 62Q: 3 clusters Score -6051424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6051432.500000 Penalty: 5297.764160
	Iteration 63Q: 3 clusters Score -6051432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6051452.500000 Penalty: 5297.764160
	Iteration 64Q: 3 clusters Score -6051452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6051461.500000 Penalty: 5297.764160
	Iteration 65Q: 3 clusters Score -6051462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6051481.500000 Penalty: 5297.764160
	Iteration 66Q: 3 clusters Score -6051482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6051491.000000 Penalty: 5297.764160
	Iteration 67Q: 3 clusters Score -6051491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6051502.500000 Penalty: 5297.764160
	Iteration 68Q: 3 clusters Score -6051502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6051519.500000 Penalty: 5297.764160
	Iteration 69Q: 3 clusters Score -6051520 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6051534.000000 Penalty: 5297.764160
	Iteration 70Q: 3 clusters Score -6051534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6051541.500000 Penalty: 5297.764160
	Iteration 71Q: 3 clusters Score -6051542 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6051538.500000 Penalty: 5297.764160
	Iteration 72Q: 3 clusters Score -6051538 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6051547 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6051555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6051569.500000 Penalty: 5297.764160
	Iteration 75Q: 3 clusters Score -6051570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6051569.500000 Penalty: 5297.764160
	Iteration 76Q: 3 clusters Score -6051570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6051579.000000 Penalty: 5297.764160
	Iteration 77Q: 3 clusters Score -6051579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6051581.000000 Penalty: 5297.764160
	Iteration 78Q: 3 clusters Score -6051581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6051585.500000 Penalty: 5297.764160
	Iteration 79Q: 3 clusters Score -6051586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6051585.500000 Penalty: 5297.764160
	Iteration 80F: 3 clusters Score -6051586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6051583.500000 Penalty: 5297.764160
	Iteration 81Q: 3 clusters Score -6051584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6051579.000000 Penalty: 5297.764160
	Iteration 82Q: 3 clusters Score -6051579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6051580.500000 Penalty: 5297.764160
	Iteration 83Q: 3 clusters Score -6051580 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6051579.500000 Penalty: 5297.764160
	Iteration 84Q: 3 clusters Score -6051580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6051584.500000 Penalty: 5297.764160
	Iteration 85Q: 3 clusters Score -6051584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6051593.500000 Penalty: 5297.764160
	Iteration 86Q: 3 clusters Score -6051594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6051586.500000 Penalty: 5297.764160
	Iteration 87Q: 3 clusters Score -6051586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6051598.500000 Penalty: 5297.764160
	Iteration 88Q: 3 clusters Score -6051598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6051602.500000 Penalty: 5297.764160
	Iteration 89Q: 3 clusters Score -6051602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6051599.000000 Penalty: 5297.764160
	Iteration 90Q: 3 clusters Score -6051599 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6051603.500000 Penalty: 5297.764160
	Iteration 91Q: 3 clusters Score -6051604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6051607.500000 Penalty: 5297.764160
	Iteration 92Q: 3 clusters Score -6051608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6051605.000000 Penalty: 5297.764160
	Iteration 93Q: 3 clusters Score -6051605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6051601.500000 Penalty: 5297.764160
	Iteration 94Q: 3 clusters Score -6051602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6051604.000000 Penalty: 5297.764160
	Iteration 95Q: 3 clusters Score -6051604 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6051602 nChanged 0
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Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
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	Iteration 97F: 3 clusters Score -6051602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -64590.468750 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -64590.47 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 255 members 
Entering Unmasked Estep 
Score: -63025.941406 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -63025.94 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63248.968750 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -63248.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63336.382812 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -63336.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63371.566406 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -63371.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63382.406250 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -63382.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63390.492188 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -63390.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63397.261719 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -63397.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63400.351562 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -63400.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63403.148438 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -63403.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63403.148438 Penalty: 3100.944336
	Iteration 9F: 3 clusters Score -63403.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56751.851562 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56751.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55259.316406 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55259.32 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55468.820312 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55468.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55549.386719 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55549.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55614.527344 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55614.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55715.753906 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55715.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55785.941406 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55785.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55831.070312 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55831.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55870.140625 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -55870.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55904.292969 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -55904.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55931.691406 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -55931.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55936.902344 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -55936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55938.242188 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -55938.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55938.242188 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -55938.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Entering Unmasked Estep 
Score: -1001907.125000 Penalty: 2212.123779
	Iteration 0F: 2 clusters Score -1001907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -995860.312500 Penalty: 4424.247559
	Iteration 0F: 3 clusters Score -995860.3 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -997416.812500 Penalty: 4424.247559
	Iteration 1F: 3 clusters Score -997416.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -997696.812500 Penalty: 4424.247559
	Iteration 2F: 3 clusters Score -997696.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -997895.437500 Penalty: 4424.247559
	Iteration 3F: 3 clusters Score -997895.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -998014.375000 Penalty: 4424.247559
	Iteration 4Q: 3 clusters Score -998014.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -998107.125000 Penalty: 4424.247559
	Iteration 5Q: 3 clusters Score -998107.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -998200.125000 Penalty: 4424.247559
	Iteration 6Q: 3 clusters Score -998200.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -998293.125000 Penalty: 4424.247559
	Iteration 7Q: 3 clusters Score -998293.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -998382.125000 Penalty: 4424.247559
	Iteration 8Q: 3 clusters Score -998382.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -998481.562500 Penalty: 4424.247559
	Iteration 9Q: 3 clusters Score -998481.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -998601.687500 Penalty: 4424.247559
	Iteration 10Q: 3 clusters Score -998601.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -998730.437500 Penalty: 4424.247559
	Iteration 11Q: 3 clusters Score -998730.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -998867.312500 Penalty: 4424.247559
	Iteration 12Q: 3 clusters Score -998867.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -998997.125000 Penalty: 4424.247559
	Iteration 13Q: 3 clusters Score -998997.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -999160.562500 Penalty: 4424.247559
	Iteration 14Q: 3 clusters Score -999160.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -999315.250000 Penalty: 4424.247559
	Iteration 15Q: 3 clusters Score -999315.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -999472.875000 Penalty: 4424.247559
	Iteration 16Q: 3 clusters Score -999472.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -999601.562500 Penalty: 4424.247559
	Iteration 17Q: 3 clusters Score -999601.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -999712.375000 Penalty: 4424.247559
	Iteration 18Q: 3 clusters Score -999712.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -999788.937500 Penalty: 4424.247559
	Iteration 19Q: 3 clusters Score -999788.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -999859.250000 Penalty: 4424.247559
	Iteration 20F: 3 clusters Score -999859.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -999920.437500 Penalty: 4424.247559
	Iteration 21Q: 3 clusters Score -999920.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -999976.125000 Penalty: 4424.247559
	Iteration 22Q: 3 clusters Score -999976.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1000019.062500 Penalty: 4424.247559
	Iteration 23Q: 3 clusters Score -1000019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1000059.312500 Penalty: 4424.247559
	Iteration 24Q: 3 clusters Score -1000059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1000086.062500 Penalty: 4424.247559
	Iteration 25Q: 3 clusters Score -1000086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1000101.062500 Penalty: 4424.247559
	Iteration 26Q: 3 clusters Score -1000101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1000111.250000 Penalty: 4424.247559
	Iteration 27Q: 3 clusters Score -1000111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1000125.937500 Penalty: 4424.247559
	Iteration 28Q: 3 clusters Score -1000126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1000141.187500 Penalty: 4424.247559
	Iteration 29Q: 3 clusters Score -1000141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1000154.812500 Penalty: 4424.247559
	Iteration 30Q: 3 clusters Score -1000155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1000166.000000 Penalty: 4424.247559
	Iteration 31Q: 3 clusters Score -1000166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1000175.937500 Penalty: 4424.247559
	Iteration 32Q: 3 clusters Score -1000176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1000182.062500 Penalty: 4424.247559
	Iteration 33Q: 3 clusters Score -1000182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1000185.750000 Penalty: 4424.247559
	Iteration 34Q: 3 clusters Score -1000186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1000187.312500 Penalty: 4424.247559
	Iteration 35Q: 3 clusters Score -1000187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1000191.500000 Penalty: 4424.247559
	Iteration 36Q: 3 clusters Score -1000192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1000193.000000 Penalty: 4424.247559
	Iteration 37Q: 3 clusters Score -1000193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1000193.562500 Penalty: 4424.247559
	Iteration 38Q: 3 clusters Score -1000194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1000193.750000 Penalty: 4424.247559
	Iteration 39Q: 3 clusters Score -1000194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1000196.625000 Penalty: 4424.247559
	Iteration 40F: 3 clusters Score -1000197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1000198.250000 Penalty: 4424.247559
	Iteration 41Q: 3 clusters Score -1000198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1000196.937500 Penalty: 4424.247559
	Iteration 42Q: 3 clusters Score -1000197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1000199.687500 Penalty: 4424.247559
	Iteration 43Q: 3 clusters Score -1000200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1000200.500000 Penalty: 4424.247559
	Iteration 44Q: 3 clusters Score -1000200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1000201.437500 Penalty: 4424.247559
	Iteration 45Q: 3 clusters Score -1000201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1000201.312500 Penalty: 4424.247559
	Iteration 46Q: 3 clusters Score -1000201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1000201.000000 Penalty: 4424.247559
	Iteration 47Q: 3 clusters Score -1000201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1000203.187500 Penalty: 4424.247559
	Iteration 48Q: 3 clusters Score -1000203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1000206.500000 Penalty: 4424.247559
	Iteration 49Q: 3 clusters Score -1000206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1000207.875000 Penalty: 4424.247559
	Iteration 50Q: 3 clusters Score -1000208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1000207.875000 Penalty: 4424.247559
	Iteration 51F: 3 clusters Score -1000208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -190219.625000 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -190219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -187987.953125 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -187988 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -188319.453125 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -188319.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -188392.406250 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -188392.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -188418.031250 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -188418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -188434.703125 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -188434.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -188447.312500 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -188447.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -188463.765625 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -188463.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -188475.734375 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -188475.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -188485.656250 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -188485.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188489.687500 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -188489.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -188490.812500 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -188490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -188491.343750 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -188491.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -188492.171875 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -188492.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -188492.171875 Penalty: 3589.937988
	Iteration 13F: 3 clusters Score -188492.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -414486.468750 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -414486.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -411083.312500 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -411083.3 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -411808.093750 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -411808.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -412014.156250 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -412014.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -412129.906250 Penalty: 4007.336914
	Iteration 3Q: 3 clusters Score -412129.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -412234.906250 Penalty: 4007.336914
	Iteration 4Q: 3 clusters Score -412234.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -412325.562500 Penalty: 4007.336914
	Iteration 5Q: 3 clusters Score -412325.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -412408.187500 Penalty: 4007.336914
	Iteration 6Q: 3 clusters Score -412408.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -412505.093750 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -412505.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -412596.375000 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -412596.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -412669.156250 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -412669.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -412724.093750 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -412724.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -412779.343750 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -412779.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -412838.062500 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -412838.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -412889.312500 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -412889.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -412943.500000 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -412943.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -412993.062500 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -412993.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -413033.906250 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -413033.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -413076.687500 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -413076.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -413112.250000 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -413112.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -413152.843750 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -413152.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -413177.093750 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -413177.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -413209.375000 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -413209.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -413237.406250 Penalty: 4007.336914
	Iteration 22Q: 3 clusters Score -413237.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -413261.437500 Penalty: 4007.336914
	Iteration 23Q: 3 clusters Score -413261.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -413277.437500 Penalty: 4007.336914
	Iteration 24Q: 3 clusters Score -413277.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -413287.843750 Penalty: 4007.336914
	Iteration 25Q: 3 clusters Score -413287.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -413294.906250 Penalty: 4007.336914
	Iteration 26Q: 3 clusters Score -413294.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -413303.656250 Penalty: 4007.336914
	Iteration 27Q: 3 clusters Score -413303.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -413314.218750 Penalty: 4007.336914
	Iteration 28Q: 3 clusters Score -413314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -413320.468750 Penalty: 4007.336914
	Iteration 29Q: 3 clusters Score -413320.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -413326.562500 Penalty: 4007.336914
	Iteration 30Q: 3 clusters Score -413326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -413330.968750 Penalty: 4007.336914
	Iteration 31Q: 3 clusters Score -413331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -413333.718750 Penalty: 4007.336914
	Iteration 32Q: 3 clusters Score -413333.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -413336.781250 Penalty: 4007.336914
	Iteration 33Q: 3 clusters Score -413336.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -413339.562500 Penalty: 4007.336914
	Iteration 34Q: 3 clusters Score -413339.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -413343.687500 Penalty: 4007.336914
	Iteration 35Q: 3 clusters Score -413343.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -413347.375000 Penalty: 4007.336914
	Iteration 36Q: 3 clusters Score -413347.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -413354.312500 Penalty: 4007.336914
	Iteration 37Q: 3 clusters Score -413354.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -413360.718750 Penalty: 4007.336914
	Iteration 38Q: 3 clusters Score -413360.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -413363.531250 Penalty: 4007.336914
	Iteration 39Q: 3 clusters Score -413363.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -413364.656250 Penalty: 4007.336914
	Iteration 40F: 3 clusters Score -413364.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -413368.406250 Penalty: 4007.336914
	Iteration 41Q: 3 clusters Score -413368.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -413370.937500 Penalty: 4007.336914
	Iteration 42Q: 3 clusters Score -413370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -413373.093750 Penalty: 4007.336914
	Iteration 43Q: 3 clusters Score -413373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -413374.000000 Penalty: 4007.336914
	Iteration 44Q: 3 clusters Score -413374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -413374.062500 Penalty: 4007.336914
	Iteration 45Q: 3 clusters Score -413374.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -413374.062500 Penalty: 4007.336914
	Iteration 46Q: 3 clusters Score -413374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -413374.062500 Penalty: 4007.336914
	Iteration 47F: 3 clusters Score -413374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151341 members 
Entering Unmasked Estep 
Score: -20954278.000000 Penalty: 2957.968262
	Iteration 0F: 2 clusters Score -2.095428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -20854330.000000 Penalty: 5915.936523
	Iteration 0F: 3 clusters Score -2.085433e+07 nChanged 72442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -20897246.000000 Penalty: 5915.936523
	Iteration 1F: 3 clusters Score -2.089725e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -20898622.000000 Penalty: 5915.936523
	Iteration 2Q: 3 clusters Score -2.089862e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -20901164.000000 Penalty: 5915.936523
	Iteration 3Q: 3 clusters Score -2.090116e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 88167 members 
Entering Unmasked Estep 
Score: -20905094.000000 Penalty: 5915.936523
	Iteration 4F: 3 clusters Score -2.090509e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -20911072.000000 Penalty: 5915.936523
	Iteration 5F: 3 clusters Score -2.091107e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -20919750.000000 Penalty: 5915.936523
	Iteration 6F: 3 clusters Score -2.091975e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 109047 members 
Entering Unmasked Estep 
Score: -20929344.000000 Penalty: 5915.936523
	Iteration 7F: 3 clusters Score -2.092934e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 114085 members 
Entering Unmasked Estep 
Score: -20936284.000000 Penalty: 5915.936523
	Iteration 8F: 3 clusters Score -2.093628e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 117410 members 
Entering Unmasked Estep 
Score: -20939604.000000 Penalty: 5915.936523
	Iteration 9Q: 3 clusters Score -2.09396e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -20941206.000000 Penalty: 5915.936523
	Iteration 10Q: 3 clusters Score -2.094121e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 122568 members 
Entering Unmasked Estep 
Score: -20942398.000000 Penalty: 5915.936523
	Iteration 11Q: 3 clusters Score -2.09424e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 124949 members 
Entering Unmasked Estep 
Score: -20943502.000000 Penalty: 5915.936523
	Iteration 12Q: 3 clusters Score -2.09435e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 127170 members 
Entering Unmasked Estep 
Score: -20944536.000000 Penalty: 5915.936523
	Iteration 13Q: 3 clusters Score -2.094454e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 129277 members 
Entering Unmasked Estep 
Score: -20945550.000000 Penalty: 5915.936523
	Iteration 14Q: 3 clusters Score -2.094555e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 131176 members 
Entering Unmasked Estep 
Score: -20946388.000000 Penalty: 5915.936523
	Iteration 15Q: 3 clusters Score -2.094639e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 132997 members 
Entering Unmasked Estep 
Score: -20947342.000000 Penalty: 5915.936523
	Iteration 16Q: 3 clusters Score -2.094734e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 134683 members 
Entering Unmasked Estep 
Score: -20948172.000000 Penalty: 5915.936523
	Iteration 17Q: 3 clusters Score -2.094817e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 136336 members 
Entering Unmasked Estep 
Score: -20948864.000000 Penalty: 5915.936523
	Iteration 18Q: 3 clusters Score -2.094886e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 137883 members 
Entering Unmasked Estep 
Score: -20949530.000000 Penalty: 5915.936523
	Iteration 19Q: 3 clusters Score -2.094953e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 139324 members 
Entering Unmasked Estep 
Score: -20950068.000000 Penalty: 5915.936523
	Iteration 20F: 3 clusters Score -2.095007e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 140586 members 
Entering Unmasked Estep 
Score: -20950528.000000 Penalty: 5915.936523
	Iteration 21Q: 3 clusters Score -2.095053e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 141730 members 
Entering Unmasked Estep 
Score: -20950864.000000 Penalty: 5915.936523
	Iteration 22Q: 3 clusters Score -2.095086e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 142712 members 
Entering Unmasked Estep 
Score: -20951126.000000 Penalty: 5915.936523
	Iteration 23Q: 3 clusters Score -2.095113e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 143577 members 
Entering Unmasked Estep 
Score: -20951368.000000 Penalty: 5915.936523
	Iteration 24Q: 3 clusters Score -2.095137e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 144323 members 
Entering Unmasked Estep 
Score: -20951520.000000 Penalty: 5915.936523
	Iteration 25Q: 3 clusters Score -2.095152e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 144949 members 
Entering Unmasked Estep 
Score: -20951626.000000 Penalty: 5915.936523
	Iteration 26Q: 3 clusters Score -2.095163e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 145515 members 
Entering Unmasked Estep 
Score: -20951726.000000 Penalty: 5915.936523
	Iteration 27Q: 3 clusters Score -2.095173e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 145999 members 
Entering Unmasked Estep 
Score: -20951814.000000 Penalty: 5915.936523
	Iteration 28Q: 3 clusters Score -2.095181e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 146444 members 
Entering Unmasked Estep 
Score: -20951916.000000 Penalty: 5915.936523
	Iteration 29Q: 3 clusters Score -2.095192e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 146815 members 
Entering Unmasked Estep 
Score: -20951990.000000 Penalty: 5915.936523
	Iteration 30Q: 3 clusters Score -2.095199e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 147097 members 
Entering Unmasked Estep 
Score: -20952016.000000 Penalty: 5915.936523
	Iteration 31Q: 3 clusters Score -2.095202e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 147322 members 
Entering Unmasked Estep 
Score: -20952096.000000 Penalty: 5915.936523
	Iteration 32Q: 3 clusters Score -2.09521e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 147522 members 
Entering Unmasked Estep 
Score: -20952140.000000 Penalty: 5915.936523
	Iteration 33Q: 3 clusters Score -2.095214e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 147726 members 
Entering Unmasked Estep 
Score: -20952212.000000 Penalty: 5915.936523
	Iteration 34Q: 3 clusters Score -2.095221e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 147911 members 
Entering Unmasked Estep 
Score: -20952280.000000 Penalty: 5915.936523
	Iteration 35Q: 3 clusters Score -2.095228e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 148051 members 
Entering Unmasked Estep 
Score: -20952322.000000 Penalty: 5915.936523
	Iteration 36Q: 3 clusters Score -2.095232e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 148192 members 
Entering Unmasked Estep 
Score: -20952322.000000 Penalty: 5915.936523
	Iteration 37Q: 3 clusters Score -2.095232e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 148330 members 
Entering Unmasked Estep 
Score: -20952380.000000 Penalty: 5915.936523
	Iteration 38Q: 3 clusters Score -2.095238e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 148442 members 
Entering Unmasked Estep 
Score: -20952392.000000 Penalty: 5915.936523
	Iteration 39Q: 3 clusters Score -2.095239e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -20952378.000000 Penalty: 5915.936523
	Iteration 40F: 3 clusters Score -2.095238e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 148625 members 
Entering Unmasked Estep 
Score: -20952410.000000 Penalty: 5915.936523
	Iteration 41Q: 3 clusters Score -2.095241e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 148704 members 
Entering Unmasked Estep 
Score: -20952470.000000 Penalty: 5915.936523
	Iteration 42Q: 3 clusters Score -2.095247e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 148772 members 
Entering Unmasked Estep 
Score: -20952468.000000 Penalty: 5915.936523
	Iteration 43Q: 3 clusters Score -2.095247e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 148822 members 
Entering Unmasked Estep 
Score: -20952452.000000 Penalty: 5915.936523
	Iteration 44Q: 3 clusters Score -2.095245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 148862 members 
Entering Unmasked Estep 
Score: -20952450.000000 Penalty: 5915.936523
	Iteration 45Q: 3 clusters Score -2.095245e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 148883 members 
Entering Unmasked Estep 
Score: -20952434.000000 Penalty: 5915.936523
	Iteration 46Q: 3 clusters Score -2.095243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 148895 members 
Entering Unmasked Estep 
Score: -20952446.000000 Penalty: 5915.936523
	Iteration 47Q: 3 clusters Score -2.095245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 148909 members 
Entering Unmasked Estep 
Score: -20952448.000000 Penalty: 5915.936523
	Iteration 48Q: 3 clusters Score -2.095245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 148919 members 
Entering Unmasked Estep 
Score: -20952446.000000 Penalty: 5915.936523
	Iteration 49Q: 3 clusters Score -2.095245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 148931 members 
Entering Unmasked Estep 
Score: -20952438.000000 Penalty: 5915.936523
	Iteration 50Q: 3 clusters Score -2.095244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 148939 members 
Entering Unmasked Estep 
Score: -20952428.000000 Penalty: 5915.936523
	Iteration 51Q: 3 clusters Score -2.095243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 148948 members 
Entering Unmasked Estep 
Score: -20952434.000000 Penalty: 5915.936523
	Iteration 52Q: 3 clusters Score -2.095243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 148960 members 
Entering Unmasked Estep 
Score: -20952422.000000 Penalty: 5915.936523
	Iteration 53Q: 3 clusters Score -2.095242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 148977 members 
Entering Unmasked Estep 
Score: -20952418.000000 Penalty: 5915.936523
	Iteration 54Q: 3 clusters Score -2.095242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 148987 members 
Entering Unmasked Estep 
Score: -20952428.000000 Penalty: 5915.936523
	Iteration 55Q: 3 clusters Score -2.095243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 148997 members 
Entering Unmasked Estep 
Score: -20952446.000000 Penalty: 5915.936523
	Iteration 56Q: 3 clusters Score -2.095245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -20952456.000000 Penalty: 5915.936523
	Iteration 57Q: 3 clusters Score -2.095246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 149021 members 
Entering Unmasked Estep 
Score: -20952450.000000 Penalty: 5915.936523
	Iteration 58Q: 3 clusters Score -2.095245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 149031 members 
Entering Unmasked Estep 
Score: -20952426.000000 Penalty: 5915.936523
	Iteration 59Q: 3 clusters Score -2.095243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 149046 members 
Entering Unmasked Estep 
Score: -20952434.000000 Penalty: 5915.936523
	Iteration 60F: 3 clusters Score -2.095243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 149059 members 
Entering Unmasked Estep 
Score: -20952436.000000 Penalty: 5915.936523
	Iteration 61Q: 3 clusters Score -2.095244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -20952434.000000 Penalty: 5915.936523
	Iteration 62Q: 3 clusters Score -2.095243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 149073 members 
Entering Unmasked Estep 
Score: -20952430.000000 Penalty: 5915.936523
	Iteration 63Q: 3 clusters Score -2.095243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 149076 members 
Entering Unmasked Estep 
Score: -20952440.000000 Penalty: 5915.936523
	Iteration 64Q: 3 clusters Score -2.095244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 149079 members 
Entering Unmasked Estep 
Score: -20952432.000000 Penalty: 5915.936523
	Iteration 65Q: 3 clusters Score -2.095243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 149083 members 
Entering Unmasked Estep 
Score: -20952440.000000 Penalty: 5915.936523
	Iteration 66Q: 3 clusters Score -2.095244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 149085 members 
Entering Unmasked Estep 
Score: -20952430.000000 Penalty: 5915.936523
	Iteration 67Q: 3 clusters Score -2.095243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 149087 members 
Entering Unmasked Estep 
Score: -20952422.000000 Penalty: 5915.936523
	Iteration 68Q: 3 clusters Score -2.095242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 149091 members 
Entering Unmasked Estep 
Score: -20952422.000000 Penalty: 5915.936523
	Iteration 69Q: 3 clusters Score -2.095242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 149092 members 
Entering Unmasked Estep 
Score: -20952424.000000 Penalty: 5915.936523
	Iteration 70Q: 3 clusters Score -2.095242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 149092 members 
Entering Unmasked Estep 
Score: -20952424.000000 Penalty: 5915.936523
	Iteration 71F: 3 clusters Score -2.095242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181452 members 
Entering Unmasked Estep 
Score: -25004320.000000 Penalty: 3002.969238
	Iteration 0F: 2 clusters Score -2.500432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90613 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
Score: -24886304.000000 Penalty: 6005.938477
	Iteration 0F: 3 clusters Score -2.48863e+07 nChanged 87112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -24936368.000000 Penalty: 6005.938477
	Iteration 1F: 3 clusters Score -2.493637e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -24937176.000000 Penalty: 6005.938477
	Iteration 2Q: 3 clusters Score -2.493718e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -24938258.000000 Penalty: 6005.938477
	Iteration 3Q: 3 clusters Score -2.493826e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -24939650.000000 Penalty: 6005.938477
	Iteration 4Q: 3 clusters Score -2.493965e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -24941542.000000 Penalty: 6005.938477
	Iteration 5Q: 3 clusters Score -2.494154e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -24944628.000000 Penalty: 6005.938477
	Iteration 6Q: 3 clusters Score -2.494463e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 100583 members 
Entering Unmasked Estep 
Score: -24949794.000000 Penalty: 6005.938477
	Iteration 7F: 3 clusters Score -2.494979e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 107613 members 
Entering Unmasked Estep 
Score: -24958354.000000 Penalty: 6005.938477
	Iteration 8F: 3 clusters Score -2.495835e+07 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 116832 members 
Entering Unmasked Estep 
Score: -24972310.000000 Penalty: 6005.938477
	Iteration 9F: 3 clusters Score -2.497231e+07 nChanged 14204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 125006 members 
Entering Unmasked Estep 
Score: -24987144.000000 Penalty: 6005.938477
	Iteration 10F: 3 clusters Score -2.498714e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 129659 members 
Entering Unmasked Estep 
Score: -24994312.000000 Penalty: 6005.938477
	Iteration 11F: 3 clusters Score -2.499431e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 132780 members 
Entering Unmasked Estep 
Score: -24996714.000000 Penalty: 6005.938477
	Iteration 12Q: 3 clusters Score -2.499671e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 135472 members 
Entering Unmasked Estep 
Score: -24998066.000000 Penalty: 6005.938477
	Iteration 13Q: 3 clusters Score -2.499807e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 137938 members 
Entering Unmasked Estep 
Score: -24998924.000000 Penalty: 6005.938477
	Iteration 14Q: 3 clusters Score -2.499892e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 140224 members 
Entering Unmasked Estep 
Score: -24999892.000000 Penalty: 6005.938477
	Iteration 15Q: 3 clusters Score -2.499989e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 142319 members 
Entering Unmasked Estep 
Score: -25000542.000000 Penalty: 6005.938477
	Iteration 16Q: 3 clusters Score -2.500054e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 144255 members 
Entering Unmasked Estep 
Score: -25001098.000000 Penalty: 6005.938477
	Iteration 17Q: 3 clusters Score -2.50011e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 146136 members 
Entering Unmasked Estep 
Score: -25001672.000000 Penalty: 6005.938477
	Iteration 18Q: 3 clusters Score -2.500167e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 147833 members 
Entering Unmasked Estep 
Score: -25001914.000000 Penalty: 6005.938477
	Iteration 19Q: 3 clusters Score -2.500191e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 149510 members 
Entering Unmasked Estep 
Score: -25002222.000000 Penalty: 6005.938477
	Iteration 20F: 3 clusters Score -2.500222e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -25002520.000000 Penalty: 6005.938477
	Iteration 21Q: 3 clusters Score -2.500252e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 152668 members 
Entering Unmasked Estep 
Score: -25002744.000000 Penalty: 6005.938477
	Iteration 22Q: 3 clusters Score -2.500274e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 154140 members 
Entering Unmasked Estep 
Score: -25002960.000000 Penalty: 6005.938477
	Iteration 23Q: 3 clusters Score -2.500296e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 155495 members 
Entering Unmasked Estep 
Score: -25002974.000000 Penalty: 6005.938477
	Iteration 24Q: 3 clusters Score -2.500297e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 156822 members 
Entering Unmasked Estep 
Score: -25003188.000000 Penalty: 6005.938477
	Iteration 25Q: 3 clusters Score -2.500319e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 158049 members 
Entering Unmasked Estep 
Score: -25003194.000000 Penalty: 6005.938477
	Iteration 26Q: 3 clusters Score -2.500319e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 159200 members 
Entering Unmasked Estep 
Score: -25003278.000000 Penalty: 6005.938477
	Iteration 27Q: 3 clusters Score -2.500328e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 160333 members 
Entering Unmasked Estep 
Score: -25003248.000000 Penalty: 6005.938477
	Iteration 28Q: 3 clusters Score -2.500325e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 161398 members 
Entering Unmasked Estep 
Score: -25003242.000000 Penalty: 6005.938477
	Iteration 29Q: 3 clusters Score -2.500324e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 162378 members 
Entering Unmasked Estep 
Score: -25003314.000000 Penalty: 6005.938477
	Iteration 30Q: 3 clusters Score -2.500331e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 163262 members 
Entering Unmasked Estep 
Score: -25003446.000000 Penalty: 6005.938477
	Iteration 31Q: 3 clusters Score -2.500345e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 164101 members 
Entering Unmasked Estep 
Score: -25003348.000000 Penalty: 6005.938477
	Iteration 32Q: 3 clusters Score -2.500335e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 164878 members 
Entering Unmasked Estep 
Score: -25003352.000000 Penalty: 6005.938477
	Iteration 33Q: 3 clusters Score -2.500335e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 165566 members 
Entering Unmasked Estep 
Score: -25003350.000000 Penalty: 6005.938477
	Iteration 34Q: 3 clusters Score -2.500335e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 166219 members 
Entering Unmasked Estep 
Score: -25003386.000000 Penalty: 6005.938477
	Iteration 35Q: 3 clusters Score -2.500339e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -25003346.000000 Penalty: 6005.938477
	Iteration 36Q: 3 clusters Score -2.500335e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 167378 members 
Entering Unmasked Estep 
Score: -25003398.000000 Penalty: 6005.938477
	Iteration 37Q: 3 clusters Score -2.50034e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 167891 members 
Entering Unmasked Estep 
Score: -25003404.000000 Penalty: 6005.938477
	Iteration 38Q: 3 clusters Score -2.50034e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 168374 members 
Entering Unmasked Estep 
Score: -25003434.000000 Penalty: 6005.938477
	Iteration 39Q: 3 clusters Score -2.500343e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 168830 members 
Entering Unmasked Estep 
Score: -25003376.000000 Penalty: 6005.938477
	Iteration 40F: 3 clusters Score -2.500338e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 169241 members 
Entering Unmasked Estep 
Score: -25003376.000000 Penalty: 6005.938477
	Iteration 41Q: 3 clusters Score -2.500338e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 169621 members 
Entering Unmasked Estep 
Score: -25003310.000000 Penalty: 6005.938477
	Iteration 42Q: 3 clusters Score -2.500331e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 169961 members 
Entering Unmasked Estep 
Score: -25003274.000000 Penalty: 6005.938477
	Iteration 43Q: 3 clusters Score -2.500327e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 170310 members 
Entering Unmasked Estep 
Score: -25003322.000000 Penalty: 6005.938477
	Iteration 44Q: 3 clusters Score -2.500332e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 170633 members 
Entering Unmasked Estep 
Score: -25003374.000000 Penalty: 6005.938477
	Iteration 45Q: 3 clusters Score -2.500337e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 170938 members 
Entering Unmasked Estep 
Score: -25003382.000000 Penalty: 6005.938477
	Iteration 46Q: 3 clusters Score -2.500338e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 171212 members 
Entering Unmasked Estep 
Score: -25003294.000000 Penalty: 6005.938477
	Iteration 47Q: 3 clusters Score -2.500329e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 171472 members 
Entering Unmasked Estep 
Score: -25003258.000000 Penalty: 6005.938477
	Iteration 48Q: 3 clusters Score -2.500326e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 171701 members 
Entering Unmasked Estep 
Score: -25003258.000000 Penalty: 6005.938477
	Iteration 49Q: 3 clusters Score -2.500326e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 171899 members 
Entering Unmasked Estep 
Score: -25003258.000000 Penalty: 6005.938477
	Iteration 50Q: 3 clusters Score -2.500326e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 172097 members 
Entering Unmasked Estep 
Score: -25003274.000000 Penalty: 6005.938477
	Iteration 51Q: 3 clusters Score -2.500327e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 172271 members 
Entering Unmasked Estep 
Score: -25003264.000000 Penalty: 6005.938477
	Iteration 52Q: 3 clusters Score -2.500326e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 172443 members 
Entering Unmasked Estep 
Score: -25003244.000000 Penalty: 6005.938477
	Iteration 53Q: 3 clusters Score -2.500324e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 172605 members 
Entering Unmasked Estep 
Score: -25003224.000000 Penalty: 6005.938477
	Iteration 54Q: 3 clusters Score -2.500322e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 172772 members 
Entering Unmasked Estep 
Score: -25003194.000000 Penalty: 6005.938477
	Iteration 55Q: 3 clusters Score -2.500319e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 172919 members 
Entering Unmasked Estep 
Score: -25003248.000000 Penalty: 6005.938477
	Iteration 56Q: 3 clusters Score -2.500325e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 173049 members 
Entering Unmasked Estep 
Score: -25003274.000000 Penalty: 6005.938477
	Iteration 57Q: 3 clusters Score -2.500327e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -25003226.000000 Penalty: 6005.938477
	Iteration 58Q: 3 clusters Score -2.500323e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 173290 members 
Entering Unmasked Estep 
Score: -25003172.000000 Penalty: 6005.938477
	Iteration 59Q: 3 clusters Score -2.500317e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 173411 members 
Entering Unmasked Estep 
Score: -25003128.000000 Penalty: 6005.938477
	Iteration 60F: 3 clusters Score -2.500313e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -25003116.000000 Penalty: 6005.938477
	Iteration 61Q: 3 clusters Score -2.500312e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 173626 members 
Entering Unmasked Estep 
Score: -25003116.000000 Penalty: 6005.938477
	Iteration 62Q: 3 clusters Score -2.500312e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 173725 members 
Entering Unmasked Estep 
Score: -25003118.000000 Penalty: 6005.938477
	Iteration 63Q: 3 clusters Score -2.500312e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 173822 members 
Entering Unmasked Estep 
Score: -25003142.000000 Penalty: 6005.938477
	Iteration 64Q: 3 clusters Score -2.500314e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 173927 members 
Entering Unmasked Estep 
Score: -25003132.000000 Penalty: 6005.938477
	Iteration 65Q: 3 clusters Score -2.500313e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 174041 members 
Entering Unmasked Estep 
Score: -25003130.000000 Penalty: 6005.938477
	Iteration 66Q: 3 clusters Score -2.500313e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 174155 members 
Entering Unmasked Estep 
Score: -25003112.000000 Penalty: 6005.938477
	Iteration 67Q: 3 clusters Score -2.500311e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 174255 members 
Entering Unmasked Estep 
Score: -25003172.000000 Penalty: 6005.938477
	Iteration 68Q: 3 clusters Score -2.500317e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 174349 members 
Entering Unmasked Estep 
Score: -25003196.000000 Penalty: 6005.938477
	Iteration 69Q: 3 clusters Score -2.50032e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 174449 members 
Entering Unmasked Estep 
Score: -25003168.000000 Penalty: 6005.938477
	Iteration 70Q: 3 clusters Score -2.500317e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 174553 members 
Entering Unmasked Estep 
Score: -25003112.000000 Penalty: 6005.938477
	Iteration 71Q: 3 clusters Score -2.500311e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 174654 members 
Entering Unmasked Estep 
Score: -25003136.000000 Penalty: 6005.938477
	Iteration 72Q: 3 clusters Score -2.500314e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 174756 members 
Entering Unmasked Estep 
Score: -25003156.000000 Penalty: 6005.938477
	Iteration 73Q: 3 clusters Score -2.500316e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 174865 members 
Entering Unmasked Estep 
Score: -25003128.000000 Penalty: 6005.938477
	Iteration 74Q: 3 clusters Score -2.500313e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 174963 members 
Entering Unmasked Estep 
Score: -25003128.000000 Penalty: 6005.938477
	Iteration 75Q: 3 clusters Score -2.500313e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 175061 members 
Entering Unmasked Estep 
Score: -25003118.000000 Penalty: 6005.938477
	Iteration 76Q: 3 clusters Score -2.500312e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 175158 members 
Entering Unmasked Estep 
Score: -25003104.000000 Penalty: 6005.938477
	Iteration 77Q: 3 clusters Score -2.50031e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 175254 members 
Entering Unmasked Estep 
Score: -25003072.000000 Penalty: 6005.938477
	Iteration 78Q: 3 clusters Score -2.500307e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 175336 members 
Entering Unmasked Estep 
Score: -25003036.000000 Penalty: 6005.938477
	Iteration 79Q: 3 clusters Score -2.500304e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 175396 members 
Entering Unmasked Estep 
Score: -25003026.000000 Penalty: 6005.938477
	Iteration 80F: 3 clusters Score -2.500303e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 175457 members 
Entering Unmasked Estep 
Score: -25002998.000000 Penalty: 6005.938477
	Iteration 81Q: 3 clusters Score -2.5003e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 175514 members 
Entering Unmasked Estep 
Score: -25003016.000000 Penalty: 6005.938477
	Iteration 82Q: 3 clusters Score -2.500302e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 175566 members 
Entering Unmasked Estep 
Score: -25002978.000000 Penalty: 6005.938477
	Iteration 83Q: 3 clusters Score -2.500298e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 175612 members 
Entering Unmasked Estep 
Score: -25002962.000000 Penalty: 6005.938477
	Iteration 84Q: 3 clusters Score -2.500296e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 175666 members 
Entering Unmasked Estep 
Score: -25002922.000000 Penalty: 6005.938477
	Iteration 85Q: 3 clusters Score -2.500292e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 175722 members 
Entering Unmasked Estep 
Score: -25002954.000000 Penalty: 6005.938477
	Iteration 86Q: 3 clusters Score -2.500295e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 175776 members 
Entering Unmasked Estep 
Score: -25002960.000000 Penalty: 6005.938477
	Iteration 87Q: 3 clusters Score -2.500296e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 175825 members 
Entering Unmasked Estep 
Score: -25002936.000000 Penalty: 6005.938477
	Iteration 88Q: 3 clusters Score -2.500294e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -25002932.000000 Penalty: 6005.938477
	Iteration 89Q: 3 clusters Score -2.500293e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 175916 members 
Entering Unmasked Estep 
Score: -25002906.000000 Penalty: 6005.938477
	Iteration 90Q: 3 clusters Score -2.500291e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 175960 members 
Entering Unmasked Estep 
Score: -25002900.000000 Penalty: 6005.938477
	Iteration 91Q: 3 clusters Score -2.50029e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 176008 members 
Entering Unmasked Estep 
Score: -25002872.000000 Penalty: 6005.938477
	Iteration 92Q: 3 clusters Score -2.500287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 176036 members 
Entering Unmasked Estep 
Score: -25002884.000000 Penalty: 6005.938477
	Iteration 93Q: 3 clusters Score -2.500288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 176062 members 
Entering Unmasked Estep 
Score: -25002888.000000 Penalty: 6005.938477
	Iteration 94Q: 3 clusters Score -2.500289e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 176091 members 
Entering Unmasked Estep 
Score: -25002884.000000 Penalty: 6005.938477
	Iteration 95Q: 3 clusters Score -2.500288e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 176130 members 
Entering Unmasked Estep 
Score: -25002884.000000 Penalty: 6005.938477
	Iteration 96Q: 3 clusters Score -2.500288e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 176174 members 
Entering Unmasked Estep 
Score: -25002884.000000 Penalty: 6005.938477
	Iteration 97Q: 3 clusters Score -2.500288e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 176212 members 
Entering Unmasked Estep 
Score: -25002886.000000 Penalty: 6005.938477
	Iteration 98Q: 3 clusters Score -2.500289e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 176238 members 
Entering Unmasked Estep 
Score: -25002878.000000 Penalty: 6005.938477
	Iteration 99Q: 3 clusters Score -2.500288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 176264 members 
Entering Unmasked Estep 
Score: -25002884.000000 Penalty: 6005.938477
	Iteration 100F: 3 clusters Score -2.500288e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 176294 members 
Entering Unmasked Estep 
Score: -25002884.000000 Penalty: 6005.938477
	Iteration 101Q: 3 clusters Score -2.500288e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 176328 members 
Entering Unmasked Estep 
Score: -25002902.000000 Penalty: 6005.938477
	Iteration 102Q: 3 clusters Score -2.50029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 176353 members 
Entering Unmasked Estep 
Score: -25002882.000000 Penalty: 6005.938477
	Iteration 103Q: 3 clusters Score -2.500288e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 176379 members 
Entering Unmasked Estep 
Score: -25002876.000000 Penalty: 6005.938477
	Iteration 104Q: 3 clusters Score -2.500288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 176394 members 
Entering Unmasked Estep 
Score: -25002884.000000 Penalty: 6005.938477
	Iteration 105Q: 3 clusters Score -2.500288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 176404 members 
Entering Unmasked Estep 
Score: -25002870.000000 Penalty: 6005.938477
	Iteration 106Q: 3 clusters Score -2.500287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 176414 members 
Entering Unmasked Estep 
Score: -25002882.000000 Penalty: 6005.938477
	Iteration 107Q: 3 clusters Score -2.500288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 176420 members 
Entering Unmasked Estep 
Score: -25002872.000000 Penalty: 6005.938477
	Iteration 108Q: 3 clusters Score -2.500287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 176429 members 
Entering Unmasked Estep 
Score: -25002884.000000 Penalty: 6005.938477
	Iteration 109Q: 3 clusters Score -2.500288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 176442 members 
Entering Unmasked Estep 
Score: -25002874.000000 Penalty: 6005.938477
	Iteration 110Q: 3 clusters Score -2.500287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 176457 members 
Entering Unmasked Estep 
Score: -25002872.000000 Penalty: 6005.938477
	Iteration 111Q: 3 clusters Score -2.500287e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 176477 members 
Entering Unmasked Estep 
Score: -25002852.000000 Penalty: 6005.938477
	Iteration 112Q: 3 clusters Score -2.500285e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 176505 members 
Entering Unmasked Estep 
Score: -25002846.000000 Penalty: 6005.938477
	Iteration 113Q: 3 clusters Score -2.500285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 176529 members 
Entering Unmasked Estep 
Score: -25002828.000000 Penalty: 6005.938477
	Iteration 114Q: 3 clusters Score -2.500283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 176546 members 
Entering Unmasked Estep 
Score: -25002828.000000 Penalty: 6005.938477
	Iteration 115Q: 3 clusters Score -2.500283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 176561 members 
Entering Unmasked Estep 
Score: -25002810.000000 Penalty: 6005.938477
	Iteration 116Q: 3 clusters Score -2.500281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 176572 members 
Entering Unmasked Estep 
Score: -25002824.000000 Penalty: 6005.938477
	Iteration 117Q: 3 clusters Score -2.500282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 176580 members 
Entering Unmasked Estep 
Score: -25002816.000000 Penalty: 6005.938477
	Iteration 118Q: 3 clusters Score -2.500282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 176583 members 
Entering Unmasked Estep 
Score: -25002812.000000 Penalty: 6005.938477
	Iteration 119Q: 3 clusters Score -2.500281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 176587 members 
Entering Unmasked Estep 
Score: -25002812.000000 Penalty: 6005.938477
	Iteration 120F: 3 clusters Score -2.500281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 176595 members 
Entering Unmasked Estep 
Score: -25002824.000000 Penalty: 6005.938477
	Iteration 121Q: 3 clusters Score -2.500282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 176610 members 
Entering Unmasked Estep 
Score: -25002818.000000 Penalty: 6005.938477
	Iteration 122Q: 3 clusters Score -2.500282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 176623 members 
Entering Unmasked Estep 
Score: -25002816.000000 Penalty: 6005.938477
	Iteration 123Q: 3 clusters Score -2.500282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -25002804.000000 Penalty: 6005.938477
	Iteration 124Q: 3 clusters Score -2.50028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 176637 members 
Entering Unmasked Estep 
Score: -25002824.000000 Penalty: 6005.938477
	Iteration 125Q: 3 clusters Score -2.500282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 176639 members 
Entering Unmasked Estep 
Score: -25002810.000000 Penalty: 6005.938477
	Iteration 126Q: 3 clusters Score -2.500281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 176645 members 
Entering Unmasked Estep 
Score: -25002808.000000 Penalty: 6005.938477
	Iteration 127Q: 3 clusters Score -2.500281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 176649 members 
Entering Unmasked Estep 
Score: -25002792.000000 Penalty: 6005.938477
	Iteration 128Q: 3 clusters Score -2.500279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 176652 members 
Entering Unmasked Estep 
Score: -25002790.000000 Penalty: 6005.938477
	Iteration 129Q: 3 clusters Score -2.500279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 176656 members 
Entering Unmasked Estep 
Score: -25002782.000000 Penalty: 6005.938477
	Iteration 130Q: 3 clusters Score -2.500278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 176658 members 
Entering Unmasked Estep 
Score: -25002778.000000 Penalty: 6005.938477
	Iteration 131Q: 3 clusters Score -2.500278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 176660 members 
Entering Unmasked Estep 
Score: -25002796.000000 Penalty: 6005.938477
	Iteration 132Q: 3 clusters Score -2.50028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 176662 members 
Entering Unmasked Estep 
Score: -25002800.000000 Penalty: 6005.938477
	Iteration 133Q: 3 clusters Score -2.50028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 176663 members 
Entering Unmasked Estep 
Score: -25002792.000000 Penalty: 6005.938477
	Iteration 134Q: 3 clusters Score -2.500279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 176667 members 
Entering Unmasked Estep 
Score: -25002804.000000 Penalty: 6005.938477
	Iteration 135Q: 3 clusters Score -2.50028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 176668 members 
Entering Unmasked Estep 
Score: -25002800.000000 Penalty: 6005.938477
	Iteration 136Q: 3 clusters Score -2.50028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 176668 members 
Entering Unmasked Estep 
Score: -25002800.000000 Penalty: 6005.938477
	Iteration 137F: 3 clusters Score -2.50028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -84037.031250 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -84037.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82561.921875 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -82561.92 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -83695.320312 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -83695.32 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -84621.828125 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -84621.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -84821.585938 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -84821.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -84864.000000 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -84864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -84883.125000 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -84883.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -84901.671875 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -84901.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -84915.000000 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -84915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -84915.000000 Penalty: 3264.684326
	Iteration 8F: 3 clusters Score -84915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 81874 members 
Mstep: Class 3 contains 43520 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151341 members 
Mstep: Class 10 contains 181452 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167427 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136814 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 91 members 
Entering Unmasked Estep 
Score: -137450992.000000 Penalty: 78884.125000
Splitting cluster 11 changes total score from -137451856.000000 to -137450992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (53094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Entering Unmasked Estep 
Score: -7154392.500000 Penalty: 2698.195068
	Iteration 0F: 2 clusters Score -7154392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -7118660.500000 Penalty: 5396.390137
	Iteration 0F: 3 clusters Score -7118660 nChanged 24495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -7132193.500000 Penalty: 5396.390137
	Iteration 1F: 3 clusters Score -7132194 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -7132756.000000 Penalty: 5396.390137
	Iteration 2Q: 3 clusters Score -7132756 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -7133300.000000 Penalty: 5396.390137
	Iteration 3Q: 3 clusters Score -7133300 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -7133929.000000 Penalty: 5396.390137
	Iteration 4Q: 3 clusters Score -7133929 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -7134914.000000 Penalty: 5396.390137
	Iteration 5Q: 3 clusters Score -7134914 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -7136359.500000 Penalty: 5396.390137
	Iteration 6F: 3 clusters Score -7136360 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -7138303.500000 Penalty: 5396.390137
	Iteration 7F: 3 clusters Score -7138304 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -7140629.500000 Penalty: 5396.390137
	Iteration 8F: 3 clusters Score -7140630 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -7143156.500000 Penalty: 5396.390137
	Iteration 9F: 3 clusters Score -7143156 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -7145536.500000 Penalty: 5396.390137
	Iteration 10F: 3 clusters Score -7145536 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -7147709.500000 Penalty: 5396.390137
	Iteration 11Q: 3 clusters Score -7147710 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -7149556.000000 Penalty: 5396.390137
	Iteration 12Q: 3 clusters Score -7149556 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -7150853.500000 Penalty: 5396.390137
	Iteration 13Q: 3 clusters Score -7150854 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -7151543.000000 Penalty: 5396.390137
	Iteration 14Q: 3 clusters Score -7151543 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -7151848.000000 Penalty: 5396.390137
	Iteration 15Q: 3 clusters Score -7151848 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -7152004.500000 Penalty: 5396.390137
	Iteration 16Q: 3 clusters Score -7152004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -7152103.000000 Penalty: 5396.390137
	Iteration 17Q: 3 clusters Score -7152103 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -7152135.500000 Penalty: 5396.390137
	Iteration 18Q: 3 clusters Score -7152136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -7152171.000000 Penalty: 5396.390137
	Iteration 19Q: 3 clusters Score -7152171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -7152205.500000 Penalty: 5396.390137
	Iteration 20F: 3 clusters Score -7152206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -7152220.500000 Penalty: 5396.390137
	Iteration 21Q: 3 clusters Score -7152220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -7152225.000000 Penalty: 5396.390137
	Iteration 22Q: 3 clusters Score -7152225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -7152234.000000 Penalty: 5396.390137
	Iteration 23Q: 3 clusters Score -7152234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -7152234.000000 Penalty: 5396.390137
	Iteration 24Q: 3 clusters Score -7152234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -7152257.000000 Penalty: 5396.390137
	Iteration 25Q: 3 clusters Score -7152257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -7152251.000000 Penalty: 5396.390137
	Iteration 26Q: 3 clusters Score -7152251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -7152247.500000 Penalty: 5396.390137
	Iteration 27Q: 3 clusters Score -7152248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -7152246.000000 Penalty: 5396.390137
	Iteration 28Q: 3 clusters Score -7152246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -7152249.500000 Penalty: 5396.390137
	Iteration 29Q: 3 clusters Score -7152250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -7152253.000000 Penalty: 5396.390137
	Iteration 30Q: 3 clusters Score -7152253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -7152255.500000 Penalty: 5396.390137
	Iteration 31Q: 3 clusters Score -7152256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -7152254.000000 Penalty: 5396.390137
	Iteration 32Q: 3 clusters Score -7152254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -7152255.000000 Penalty: 5396.390137
	Iteration 33Q: 3 clusters Score -7152255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -7152255.000000 Penalty: 5396.390137
	Iteration 34F: 3 clusters Score -7152255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -152883.312500 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -152883.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -150842.921875 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -150842.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -151177.171875 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -151177.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -151273.656250 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -151273.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -151324.781250 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -151324.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -151380.937500 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -151380.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -151410.656250 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -151410.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -151439.703125 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -151439.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -151457.890625 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -151457.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -151483.828125 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -151483.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -151510.093750 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -151510.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -151540.953125 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -151541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -151570.359375 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -151570.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -151597.562500 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -151597.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -151622.500000 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -151622.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -151644.812500 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -151644.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -151665.046875 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -151665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -151675.984375 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -151676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -151697.718750 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -151697.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -151718.875000 Penalty: 3497.290771
	Iteration 18Q: 3 clusters Score -151718.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -151739.437500 Penalty: 3497.290771
	Iteration 19Q: 3 clusters Score -151739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -151756.703125 Penalty: 3497.290771
	Iteration 20F: 3 clusters Score -151756.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -151768.234375 Penalty: 3497.290771
	Iteration 21Q: 3 clusters Score -151768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -151777.156250 Penalty: 3497.290771
	Iteration 22Q: 3 clusters Score -151777.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -151788.140625 Penalty: 3497.290771
	Iteration 23Q: 3 clusters Score -151788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -151800.812500 Penalty: 3497.290771
	Iteration 24Q: 3 clusters Score -151800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -151808.437500 Penalty: 3497.290771
	Iteration 25Q: 3 clusters Score -151808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -151813.875000 Penalty: 3497.290771
	Iteration 26Q: 3 clusters Score -151813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -151813.875000 Penalty: 3497.290771
	Iteration 27F: 3 clusters Score -151813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -107496.906250 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -107496.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105701.375000 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -105701.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105931.078125 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -105931.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106015.226562 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -106015.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106044.125000 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -106044.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -106068.539062 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -106068.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -106082.531250 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -106082.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -106099.617188 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -106099.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106108.460938 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -106108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -106116.375000 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -106116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -106120.039062 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -106120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106122.687500 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -106122.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106124.265625 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -106124.3 nChanged 1
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: -106124.851562 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -106124.9 nChanged 0
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: -106124.851562 Penalty: 3345.637207
	Iteration 13F: 3 clusters Score -106124.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Entering Unmasked Estep 
Score: -570114.187500 Penalty: 2075.493408
	Iteration 0F: 2 clusters Score -570114.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -566080.750000 Penalty: 4150.986816
	Iteration 0F: 3 clusters Score -566080.8 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -566995.312500 Penalty: 4150.986816
	Iteration 1F: 3 clusters Score -566995.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -567200.750000 Penalty: 4150.986816
	Iteration 2F: 3 clusters Score -567200.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -567392.000000 Penalty: 4150.986816
	Iteration 3F: 3 clusters Score -567392 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -567581.000000 Penalty: 4150.986816
	Iteration 4F: 3 clusters Score -567581 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -567739.062500 Penalty: 4150.986816
	Iteration 5F: 3 clusters Score -567739.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -567903.250000 Penalty: 4150.986816
	Iteration 6Q: 3 clusters Score -567903.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -568024.812500 Penalty: 4150.986816
	Iteration 7Q: 3 clusters Score -568024.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -568133.750000 Penalty: 4150.986816
	Iteration 8Q: 3 clusters Score -568133.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -568223.375000 Penalty: 4150.986816
	Iteration 9Q: 3 clusters Score -568223.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -568296.437500 Penalty: 4150.986816
	Iteration 10Q: 3 clusters Score -568296.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -568361.625000 Penalty: 4150.986816
	Iteration 11Q: 3 clusters Score -568361.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -568416.437500 Penalty: 4150.986816
	Iteration 12Q: 3 clusters Score -568416.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -568461.437500 Penalty: 4150.986816
	Iteration 13Q: 3 clusters Score -568461.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -568492.750000 Penalty: 4150.986816
	Iteration 14Q: 3 clusters Score -568492.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -568511.000000 Penalty: 4150.986816
	Iteration 15Q: 3 clusters Score -568511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -568523.625000 Penalty: 4150.986816
	Iteration 16Q: 3 clusters Score -568523.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -568535.750000 Penalty: 4150.986816
	Iteration 17Q: 3 clusters Score -568535.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -568546.312500 Penalty: 4150.986816
	Iteration 18Q: 3 clusters Score -568546.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -568560.937500 Penalty: 4150.986816
	Iteration 19Q: 3 clusters Score -568560.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -568572.750000 Penalty: 4150.986816
	Iteration 20F: 3 clusters Score -568572.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -568580.625000 Penalty: 4150.986816
	Iteration 21Q: 3 clusters Score -568580.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -568589.500000 Penalty: 4150.986816
	Iteration 22Q: 3 clusters Score -568589.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -568602.687500 Penalty: 4150.986816
	Iteration 23Q: 3 clusters Score -568602.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -568607.000000 Penalty: 4150.986816
	Iteration 24Q: 3 clusters Score -568607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -568611.437500 Penalty: 4150.986816
	Iteration 25Q: 3 clusters Score -568611.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -568615.687500 Penalty: 4150.986816
	Iteration 26Q: 3 clusters Score -568615.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -568620.375000 Penalty: 4150.986816
	Iteration 27Q: 3 clusters Score -568620.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -568623.187500 Penalty: 4150.986816
	Iteration 28Q: 3 clusters Score -568623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -568626.375000 Penalty: 4150.986816
	Iteration 29Q: 3 clusters Score -568626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -568631.125000 Penalty: 4150.986816
	Iteration 30Q: 3 clusters Score -568631.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -568637.062500 Penalty: 4150.986816
	Iteration 31Q: 3 clusters Score -568637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -568642.187500 Penalty: 4150.986816
	Iteration 32Q: 3 clusters Score -568642.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -568651.375000 Penalty: 4150.986816
	Iteration 33Q: 3 clusters Score -568651.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -568659.625000 Penalty: 4150.986816
	Iteration 34Q: 3 clusters Score -568659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -568664.187500 Penalty: 4150.986816
	Iteration 35Q: 3 clusters Score -568664.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -568673.500000 Penalty: 4150.986816
	Iteration 36Q: 3 clusters Score -568673.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -568683.062500 Penalty: 4150.986816
	Iteration 37Q: 3 clusters Score -568683.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -568692.000000 Penalty: 4150.986816
	Iteration 38Q: 3 clusters Score -568692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -568699.750000 Penalty: 4150.986816
	Iteration 39Q: 3 clusters Score -568699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -568704.000000 Penalty: 4150.986816
	Iteration 40F: 3 clusters Score -568704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -568709.375000 Penalty: 4150.986816
	Iteration 41Q: 3 clusters Score -568709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -568712.187500 Penalty: 4150.986816
	Iteration 42Q: 3 clusters Score -568712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -568713.000000 Penalty: 4150.986816
	Iteration 43Q: 3 clusters Score -568713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -568713.687500 Penalty: 4150.986816
	Iteration 44Q: 3 clusters Score -568713.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -568713.687500 Penalty: 4150.986816
	Iteration 45F: 3 clusters Score -568713.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167427 members 
Entering Unmasked Estep 
Score: -23053084.000000 Penalty: 2983.019287
	Iteration 0F: 2 clusters Score -2.305308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -22942978.000000 Penalty: 5966.038574
	Iteration 0F: 3 clusters Score -2.294298e+07 nChanged 80220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -22990094.000000 Penalty: 5966.038574
	Iteration 1F: 3 clusters Score -2.299009e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -22991390.000000 Penalty: 5966.038574
	Iteration 2Q: 3 clusters Score -2.299139e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -22992644.000000 Penalty: 5966.038574
	Iteration 3Q: 3 clusters Score -2.299264e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74464 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -22994458.000000 Penalty: 5966.038574
	Iteration 4Q: 3 clusters Score -2.299446e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69805 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -22997306.000000 Penalty: 5966.038574
	Iteration 5Q: 3 clusters Score -2.299731e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -23001644.000000 Penalty: 5966.038574
	Iteration 6F: 3 clusters Score -2.300164e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 112724 members 
Entering Unmasked Estep 
Score: -23008278.000000 Penalty: 5966.038574
	Iteration 7F: 3 clusters Score -2.300828e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 122851 members 
Entering Unmasked Estep 
Score: -23016994.000000 Penalty: 5966.038574
	Iteration 8F: 3 clusters Score -2.301699e+07 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 132709 members 
Entering Unmasked Estep 
Score: -23026666.000000 Penalty: 5966.038574
	Iteration 9F: 3 clusters Score -2.302667e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 140588 members 
Entering Unmasked Estep 
Score: -23034234.000000 Penalty: 5966.038574
	Iteration 10F: 3 clusters Score -2.303423e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 146167 members 
Entering Unmasked Estep 
Score: -23039100.000000 Penalty: 5966.038574
	Iteration 11Q: 3 clusters Score -2.30391e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 150297 members 
Entering Unmasked Estep 
Score: -23042222.000000 Penalty: 5966.038574
	Iteration 12Q: 3 clusters Score -2.304222e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 153636 members 
Entering Unmasked Estep 
Score: -23044368.000000 Penalty: 5966.038574
	Iteration 13Q: 3 clusters Score -2.304437e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 156385 members 
Entering Unmasked Estep 
Score: -23046124.000000 Penalty: 5966.038574
	Iteration 14Q: 3 clusters Score -2.304612e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 158581 members 
Entering Unmasked Estep 
Score: -23047240.000000 Penalty: 5966.038574
	Iteration 15Q: 3 clusters Score -2.304724e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 160310 members 
Entering Unmasked Estep 
Score: -23048146.000000 Penalty: 5966.038574
	Iteration 16Q: 3 clusters Score -2.304815e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 161661 members 
Entering Unmasked Estep 
Score: -23049024.000000 Penalty: 5966.038574
	Iteration 17Q: 3 clusters Score -2.304902e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 162633 members 
Entering Unmasked Estep 
Score: -23049582.000000 Penalty: 5966.038574
	Iteration 18Q: 3 clusters Score -2.304958e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 163331 members 
Entering Unmasked Estep 
Score: -23049856.000000 Penalty: 5966.038574
	Iteration 19Q: 3 clusters Score -2.304986e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 163864 members 
Entering Unmasked Estep 
Score: -23050088.000000 Penalty: 5966.038574
	Iteration 20F: 3 clusters Score -2.305009e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 164290 members 
Entering Unmasked Estep 
Score: -23050260.000000 Penalty: 5966.038574
	Iteration 21Q: 3 clusters Score -2.305026e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 164618 members 
Entering Unmasked Estep 
Score: -23050360.000000 Penalty: 5966.038574
	Iteration 22Q: 3 clusters Score -2.305036e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 164871 members 
Entering Unmasked Estep 
Score: -23050504.000000 Penalty: 5966.038574
	Iteration 23Q: 3 clusters Score -2.30505e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -23050586.000000 Penalty: 5966.038574
	Iteration 24Q: 3 clusters Score -2.305059e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 165227 members 
Entering Unmasked Estep 
Score: -23050582.000000 Penalty: 5966.038574
	Iteration 25Q: 3 clusters Score -2.305058e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 165346 members 
Entering Unmasked Estep 
Score: -23050626.000000 Penalty: 5966.038574
	Iteration 26Q: 3 clusters Score -2.305063e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 165441 members 
Entering Unmasked Estep 
Score: -23050654.000000 Penalty: 5966.038574
	Iteration 27Q: 3 clusters Score -2.305065e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 165523 members 
Entering Unmasked Estep 
Score: -23050668.000000 Penalty: 5966.038574
	Iteration 28Q: 3 clusters Score -2.305067e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 165590 members 
Entering Unmasked Estep 
Score: -23050696.000000 Penalty: 5966.038574
	Iteration 29Q: 3 clusters Score -2.30507e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 165638 members 
Entering Unmasked Estep 
Score: -23050742.000000 Penalty: 5966.038574
	Iteration 30Q: 3 clusters Score -2.305074e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 165680 members 
Entering Unmasked Estep 
Score: -23050756.000000 Penalty: 5966.038574
	Iteration 31Q: 3 clusters Score -2.305076e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 165711 members 
Entering Unmasked Estep 
Score: -23050768.000000 Penalty: 5966.038574
	Iteration 32Q: 3 clusters Score -2.305077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 165730 members 
Entering Unmasked Estep 
Score: -23050792.000000 Penalty: 5966.038574
	Iteration 33Q: 3 clusters Score -2.305079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 165759 members 
Entering Unmasked Estep 
Score: -23050814.000000 Penalty: 5966.038574
	Iteration 34Q: 3 clusters Score -2.305081e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 165786 members 
Entering Unmasked Estep 
Score: -23050824.000000 Penalty: 5966.038574
	Iteration 35Q: 3 clusters Score -2.305082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 165800 members 
Entering Unmasked Estep 
Score: -23050814.000000 Penalty: 5966.038574
	Iteration 36Q: 3 clusters Score -2.305081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 165817 members 
Entering Unmasked Estep 
Score: -23050822.000000 Penalty: 5966.038574
	Iteration 37Q: 3 clusters Score -2.305082e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 165838 members 
Entering Unmasked Estep 
Score: -23050802.000000 Penalty: 5966.038574
	Iteration 38Q: 3 clusters Score -2.30508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 165854 members 
Entering Unmasked Estep 
Score: -23050834.000000 Penalty: 5966.038574
	Iteration 39Q: 3 clusters Score -2.305083e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 165876 members 
Entering Unmasked Estep 
Score: -23050826.000000 Penalty: 5966.038574
	Iteration 40F: 3 clusters Score -2.305083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 165890 members 
Entering Unmasked Estep 
Score: -23050852.000000 Penalty: 5966.038574
	Iteration 41Q: 3 clusters Score -2.305085e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 165912 members 
Entering Unmasked Estep 
Score: -23050844.000000 Penalty: 5966.038574
	Iteration 42Q: 3 clusters Score -2.305084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 165931 members 
Entering Unmasked Estep 
Score: -23050872.000000 Penalty: 5966.038574
	Iteration 43Q: 3 clusters Score -2.305087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 165949 members 
Entering Unmasked Estep 
Score: -23050876.000000 Penalty: 5966.038574
	Iteration 44Q: 3 clusters Score -2.305088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 165964 members 
Entering Unmasked Estep 
Score: -23050876.000000 Penalty: 5966.038574
	Iteration 45Q: 3 clusters Score -2.305088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 165978 members 
Entering Unmasked Estep 
Score: -23050880.000000 Penalty: 5966.038574
	Iteration 46Q: 3 clusters Score -2.305088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 165989 members 
Entering Unmasked Estep 
Score: -23050862.000000 Penalty: 5966.038574
	Iteration 47Q: 3 clusters Score -2.305086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 165996 members 
Entering Unmasked Estep 
Score: -23050888.000000 Penalty: 5966.038574
	Iteration 48Q: 3 clusters Score -2.305089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 166003 members 
Entering Unmasked Estep 
Score: -23050876.000000 Penalty: 5966.038574
	Iteration 49Q: 3 clusters Score -2.305088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 166011 members 
Entering Unmasked Estep 
Score: -23050864.000000 Penalty: 5966.038574
	Iteration 50Q: 3 clusters Score -2.305086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 166020 members 
Entering Unmasked Estep 
Score: -23050874.000000 Penalty: 5966.038574
	Iteration 51Q: 3 clusters Score -2.305087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 166024 members 
Entering Unmasked Estep 
Score: -23050886.000000 Penalty: 5966.038574
	Iteration 52Q: 3 clusters Score -2.305089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 166025 members 
Entering Unmasked Estep 
Score: -23050882.000000 Penalty: 5966.038574
	Iteration 53Q: 3 clusters Score -2.305088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 166027 members 
Entering Unmasked Estep 
Score: -23050882.000000 Penalty: 5966.038574
	Iteration 54Q: 3 clusters Score -2.305088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 166028 members 
Entering Unmasked Estep 
Score: -23050904.000000 Penalty: 5966.038574
	Iteration 55Q: 3 clusters Score -2.30509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 166028 members 
Entering Unmasked Estep 
Score: -23050904.000000 Penalty: 5966.038574
	Iteration 56F: 3 clusters Score -2.30509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Entering Unmasked Estep 
Score: -3911113.750000 Penalty: 2546.625488
	Iteration 0F: 2 clusters Score -3911114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3891224.750000 Penalty: 5093.250977
	Iteration 0F: 3 clusters Score -3891225 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3898290.000000 Penalty: 5093.250977
	Iteration 1F: 3 clusters Score -3898290 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3898786.500000 Penalty: 5093.250977
	Iteration 2F: 3 clusters Score -3898786 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3899177.500000 Penalty: 5093.250977
	Iteration 3Q: 3 clusters Score -3899178 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3899594.000000 Penalty: 5093.250977
	Iteration 4Q: 3 clusters Score -3899594 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3900015.500000 Penalty: 5093.250977
	Iteration 5Q: 3 clusters Score -3900016 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3900463.750000 Penalty: 5093.250977
	Iteration 6Q: 3 clusters Score -3900464 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3900975.750000 Penalty: 5093.250977
	Iteration 7Q: 3 clusters Score -3900976 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3901505.250000 Penalty: 5093.250977
	Iteration 8Q: 3 clusters Score -3901505 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3902038.250000 Penalty: 5093.250977
	Iteration 9Q: 3 clusters Score -3902038 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3902502.750000 Penalty: 5093.250977
	Iteration 10Q: 3 clusters Score -3902503 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -3902953.000000 Penalty: 5093.250977
	Iteration 11Q: 3 clusters Score -3902953 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3903444.250000 Penalty: 5093.250977
	Iteration 12Q: 3 clusters Score -3903444 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3903909.750000 Penalty: 5093.250977
	Iteration 13Q: 3 clusters Score -3903910 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3904458.250000 Penalty: 5093.250977
	Iteration 14Q: 3 clusters Score -3904458 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3905021.000000 Penalty: 5093.250977
	Iteration 15Q: 3 clusters Score -3905021 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3905625.250000 Penalty: 5093.250977
	Iteration 16Q: 3 clusters Score -3905625 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3906265.250000 Penalty: 5093.250977
	Iteration 17Q: 3 clusters Score -3906265 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3906857.250000 Penalty: 5093.250977
	Iteration 18Q: 3 clusters Score -3906857 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3907319.250000 Penalty: 5093.250977
	Iteration 19Q: 3 clusters Score -3907319 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3907685.500000 Penalty: 5093.250977
	Iteration 20F: 3 clusters Score -3907686 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3907965.500000 Penalty: 5093.250977
	Iteration 21Q: 3 clusters Score -3907966 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3908158.250000 Penalty: 5093.250977
	Iteration 22Q: 3 clusters Score -3908158 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3908329.250000 Penalty: 5093.250977
	Iteration 23Q: 3 clusters Score -3908329 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3908436.750000 Penalty: 5093.250977
	Iteration 24Q: 3 clusters Score -3908437 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3908526.250000 Penalty: 5093.250977
	Iteration 25Q: 3 clusters Score -3908526 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3908609.500000 Penalty: 5093.250977
	Iteration 26Q: 3 clusters Score -3908610 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3908666.250000 Penalty: 5093.250977
	Iteration 27Q: 3 clusters Score -3908666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3908712.000000 Penalty: 5093.250977
	Iteration 28Q: 3 clusters Score -3908712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3908753.000000 Penalty: 5093.250977
	Iteration 29Q: 3 clusters Score -3908753 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3908780.000000 Penalty: 5093.250977
	Iteration 30Q: 3 clusters Score -3908780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3908801.750000 Penalty: 5093.250977
	Iteration 31Q: 3 clusters Score -3908802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3908824.500000 Penalty: 5093.250977
	Iteration 32Q: 3 clusters Score -3908824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3908845.500000 Penalty: 5093.250977
	Iteration 33Q: 3 clusters Score -3908846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3908854.000000 Penalty: 5093.250977
	Iteration 34Q: 3 clusters Score -3908854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3908869.000000 Penalty: 5093.250977
	Iteration 35Q: 3 clusters Score -3908869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3908882.250000 Penalty: 5093.250977
	Iteration 36Q: 3 clusters Score -3908882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3908900.750000 Penalty: 5093.250977
	Iteration 37Q: 3 clusters Score -3908901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3908909.250000 Penalty: 5093.250977
	Iteration 38Q: 3 clusters Score -3908909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3908916.250000 Penalty: 5093.250977
	Iteration 39Q: 3 clusters Score -3908916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3908922.250000 Penalty: 5093.250977
	Iteration 40F: 3 clusters Score -3908922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3908940.750000 Penalty: 5093.250977
	Iteration 41Q: 3 clusters Score -3908941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3908941.750000 Penalty: 5093.250977
	Iteration 42Q: 3 clusters Score -3908942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3908943.250000 Penalty: 5093.250977
	Iteration 43Q: 3 clusters Score -3908943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3908942.250000 Penalty: 5093.250977
	Iteration 44Q: 3 clusters Score -3908942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3908942.750000 Penalty: 5093.250977
	Iteration 45Q: 3 clusters Score -3908943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3908952.500000 Penalty: 5093.250977
	Iteration 46Q: 3 clusters Score -3908952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3908959.000000 Penalty: 5093.250977
	Iteration 47Q: 3 clusters Score -3908959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3908952.750000 Penalty: 5093.250977
	Iteration 48Q: 3 clusters Score -3908953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3908953.000000 Penalty: 5093.250977
	Iteration 49Q: 3 clusters Score -3908953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3908956.750000 Penalty: 5093.250977
	Iteration 50Q: 3 clusters Score -3908957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3908958.750000 Penalty: 5093.250977
	Iteration 51Q: 3 clusters Score -3908959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3908959.000000 Penalty: 5093.250977
	Iteration 52Q: 3 clusters Score -3908959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3908960.250000 Penalty: 5093.250977
	Iteration 53Q: 3 clusters Score -3908960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3908960.250000 Penalty: 5093.250977
	Iteration 54Q: 3 clusters Score -3908960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3908960.250000 Penalty: 5093.250977
	Iteration 55F: 3 clusters Score -3908960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -160940.218750 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -160940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -158831.437500 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -158831.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -159184.296875 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -159184.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -159313.078125 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -159313.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159402.140625 Penalty: 3517.504150
	Iteration 3F: 3 clusters Score -159402.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159438.062500 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -159438.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -159461.765625 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -159461.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -159508.109375 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -159508.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -159546.187500 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -159546.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -159584.093750 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -159584.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -159626.562500 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -159626.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -159688.562500 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -159688.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -159720.281250 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -159720.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -159749.734375 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -159749.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -159762.421875 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -159762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -159766.640625 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -159766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -159768.828125 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -159768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -159769.250000 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -159769.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -159769.250000 Penalty: 3517.504150
	Iteration 17F: 3 clusters Score -159769.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (136814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136814 members 
Entering Unmasked Estep 
Score: -18878146.000000 Penalty: 2932.941650
	Iteration 0F: 2 clusters Score -1.887815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -18787034.000000 Penalty: 5865.883301
	Iteration 0F: 3 clusters Score -1.878703e+07 nChanged 65079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -18824528.000000 Penalty: 5865.883301
	Iteration 1F: 3 clusters Score -1.882453e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -18825522.000000 Penalty: 5865.883301
	Iteration 2Q: 3 clusters Score -1.882552e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75427 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -18826940.000000 Penalty: 5865.883301
	Iteration 3Q: 3 clusters Score -1.882694e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -18829246.000000 Penalty: 5865.883301
	Iteration 4Q: 3 clusters Score -1.882925e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -18832844.000000 Penalty: 5865.883301
	Iteration 5Q: 3 clusters Score -1.883284e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -18838356.000000 Penalty: 5865.883301
	Iteration 6F: 3 clusters Score -1.883836e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -18845290.000000 Penalty: 5865.883301
	Iteration 7F: 3 clusters Score -1.884529e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -18853146.000000 Penalty: 5865.883301
	Iteration 8F: 3 clusters Score -1.885315e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116925 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -18860172.000000 Penalty: 5865.883301
	Iteration 9F: 3 clusters Score -1.886017e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -18865620.000000 Penalty: 5865.883301
	Iteration 10Q: 3 clusters Score -1.886562e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127934 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -18869490.000000 Penalty: 5865.883301
	Iteration 11Q: 3 clusters Score -1.886949e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131138 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -18872012.000000 Penalty: 5865.883301
	Iteration 12Q: 3 clusters Score -1.887201e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133152 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -18873494.000000 Penalty: 5865.883301
	Iteration 13Q: 3 clusters Score -1.887349e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134362 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -18874280.000000 Penalty: 5865.883301
	Iteration 14Q: 3 clusters Score -1.887428e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135072 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -18874788.000000 Penalty: 5865.883301
	Iteration 15Q: 3 clusters Score -1.887479e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135497 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -18875024.000000 Penalty: 5865.883301
	Iteration 16Q: 3 clusters Score -1.887502e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135739 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -18875178.000000 Penalty: 5865.883301
	Iteration 17Q: 3 clusters Score -1.887518e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135891 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -18875262.000000 Penalty: 5865.883301
	Iteration 18Q: 3 clusters Score -1.887526e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136019 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -18875362.000000 Penalty: 5865.883301
	Iteration 19Q: 3 clusters Score -1.887536e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136087 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18875422.000000 Penalty: 5865.883301
	Iteration 20F: 3 clusters Score -1.887542e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136124 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -18875478.000000 Penalty: 5865.883301
	Iteration 21Q: 3 clusters Score -1.887548e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136154 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -18875496.000000 Penalty: 5865.883301
	Iteration 22Q: 3 clusters Score -1.88755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136173 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -18875520.000000 Penalty: 5865.883301
	Iteration 23Q: 3 clusters Score -1.887552e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136194 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -18875522.000000 Penalty: 5865.883301
	Iteration 24Q: 3 clusters Score -1.887552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136208 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -18875540.000000 Penalty: 5865.883301
	Iteration 25Q: 3 clusters Score -1.887554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136217 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -18875556.000000 Penalty: 5865.883301
	Iteration 26Q: 3 clusters Score -1.887556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136225 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18875554.000000 Penalty: 5865.883301
	Iteration 27Q: 3 clusters Score -1.887555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136230 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -18875566.000000 Penalty: 5865.883301
	Iteration 28Q: 3 clusters Score -1.887557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136234 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -18875584.000000 Penalty: 5865.883301
	Iteration 29Q: 3 clusters Score -1.887558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136245 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -18875580.000000 Penalty: 5865.883301
	Iteration 30Q: 3 clusters Score -1.887558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -18875578.000000 Penalty: 5865.883301
	Iteration 31Q: 3 clusters Score -1.887558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136250 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -18875576.000000 Penalty: 5865.883301
	Iteration 32Q: 3 clusters Score -1.887558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136253 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -18875580.000000 Penalty: 5865.883301
	Iteration 33Q: 3 clusters Score -1.887558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136254 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -18875570.000000 Penalty: 5865.883301
	Iteration 34Q: 3 clusters Score -1.887557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136255 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -18875578.000000 Penalty: 5865.883301
	Iteration 35Q: 3 clusters Score -1.887558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136257 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -18875580.000000 Penalty: 5865.883301
	Iteration 36Q: 3 clusters Score -1.887558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136259 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -18875580.000000 Penalty: 5865.883301
	Iteration 37Q: 3 clusters Score -1.887558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136259 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -18875580.000000 Penalty: 5865.883301
	Iteration 38F: 3 clusters Score -1.887558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -80969.242188 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -80969.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79294.304688 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -79294.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79604.351562 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -79604.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79783.531250 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -79783.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79912.187500 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -79912.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -80017.820312 Penalty: 3237.141602
	Iteration 4Q: 3 clusters Score -80017.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80135.601562 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -80135.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80241.156250 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -80241.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80294.453125 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -80294.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80348.140625 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -80348.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80427.492188 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -80427.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80559.539062 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -80559.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80740.671875 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -80740.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80829.226562 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -80829.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80928.828125 Penalty: 3237.141602
	Iteration 13Q: 3 clusters Score -80928.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80934.937500 Penalty: 3237.141602
	Iteration 14Q: 3 clusters Score -80934.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -80935.703125 Penalty: 3237.141602
	Iteration 15Q: 3 clusters Score -80935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -80935.703125 Penalty: 3237.141602
	Iteration 16F: 3 clusters Score -80935.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -57314.660156 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -57314.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55801.113281 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -55801.11 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55978.003906 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -55978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56096.882812 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -56096.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56166.128906 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -56166.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56197.269531 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -56197.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56213.382812 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -56213.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56224.156250 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -56224.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56236.230469 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -56236.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56252.082031 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -56252.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56256.144531 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -56256.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56256.144531 Penalty: 3061.163330
	Iteration 10F: 3 clusters Score -56256.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -31824.111328 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -31824.11 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 113 members 
Entering Unmasked Estep 
Score: -30612.082031 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -30612.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30695.746094 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -30695.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30711.005859 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -30711.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30711.005859 Penalty: 2738.644775
	Iteration 3F: 3 clusters Score -30711.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 81874 members 
Mstep: Class 3 contains 43520 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151341 members 
Mstep: Class 10 contains 181452 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53094 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167427 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136814 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 439Q: 23 clusters Score -1.374519e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147100 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43520 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151341 members 
Mstep: Class 10 contains 181450 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53095 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167429 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136815 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 440F: 23 clusters Score -1.374519e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 81872 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151342 members 
Mstep: Class 10 contains 181449 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53096 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167430 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136814 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 441Q: 23 clusters Score -1.374519e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147096 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43523 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151342 members 
Mstep: Class 10 contains 181446 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53097 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167431 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136815 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 442Q: 23 clusters Score -1.374519e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 81874 members 
Mstep: Class 3 contains 43523 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151342 members 
Mstep: Class 10 contains 181442 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53099 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167428 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136816 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451872.000000 Penalty: 75454.375000
Iteration 443Q: 23 clusters Score -1.374519e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 81873 members 
Mstep: Class 3 contains 43524 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151342 members 
Mstep: Class 10 contains 181440 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167427 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136816 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 75454.375000
Iteration 444Q: 23 clusters Score -1.374519e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 81872 members 
Mstep: Class 3 contains 43523 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151343 members 
Mstep: Class 10 contains 181441 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53101 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167423 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136819 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 445Q: 23 clusters Score -1.374519e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147100 members 
Mstep: Class 2 contains 81872 members 
Mstep: Class 3 contains 43524 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151343 members 
Mstep: Class 10 contains 181437 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53101 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167424 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136822 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 75454.375000
Iteration 446Q: 23 clusters Score -1.374519e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 81872 members 
Mstep: Class 3 contains 43524 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151342 members 
Mstep: Class 10 contains 181440 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167425 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136821 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 75454.375000
Iteration 447Q: 23 clusters Score -1.374518e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147098 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43524 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151341 members 
Mstep: Class 10 contains 181439 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167429 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136822 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451792.000000 Penalty: 75454.375000
Iteration 448Q: 23 clusters Score -1.374518e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147097 members 
Mstep: Class 2 contains 81870 members 
Mstep: Class 3 contains 43525 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151341 members 
Mstep: Class 10 contains 181439 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167430 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136822 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 75454.375000
Iteration 449Q: 23 clusters Score -1.374518e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 81870 members 
Mstep: Class 3 contains 43526 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151341 members 
Mstep: Class 10 contains 181438 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167434 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136821 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451840.000000 Penalty: 75454.375000
Iteration 450Q: 23 clusters Score -1.374518e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 81871 members 
Mstep: Class 3 contains 43527 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151342 members 
Mstep: Class 10 contains 181436 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167435 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136819 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451888.000000 Penalty: 75454.375000
Iteration 451Q: 23 clusters Score -1.374519e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147092 members 
Mstep: Class 2 contains 81870 members 
Mstep: Class 3 contains 43527 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151342 members 
Mstep: Class 10 contains 181437 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167436 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136820 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451872.000000 Penalty: 75454.375000
Iteration 452Q: 23 clusters Score -1.374519e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147092 members 
Mstep: Class 2 contains 81869 members 
Mstep: Class 3 contains 43529 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151342 members 
Mstep: Class 10 contains 181436 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167437 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136819 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451888.000000 Penalty: 75454.375000
Iteration 453Q: 23 clusters Score -1.374519e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147092 members 
Mstep: Class 2 contains 81869 members 
Mstep: Class 3 contains 43530 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151345 members 
Mstep: Class 10 contains 181435 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167437 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136816 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451888.000000 Penalty: 75454.375000
Iteration 454Q: 23 clusters Score -1.374519e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147091 members 
Mstep: Class 2 contains 81869 members 
Mstep: Class 3 contains 43531 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151346 members 
Mstep: Class 10 contains 181434 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167438 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136815 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 455Q: 23 clusters Score -1.374519e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147088 members 
Mstep: Class 2 contains 81869 members 
Mstep: Class 3 contains 43531 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151347 members 
Mstep: Class 10 contains 181434 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167441 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136814 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451968.000000 Penalty: 75454.375000
Iteration 456Q: 23 clusters Score -1.37452e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147087 members 
Mstep: Class 2 contains 81868 members 
Mstep: Class 3 contains 43531 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151347 members 
Mstep: Class 10 contains 181434 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167443 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136814 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451888.000000 Penalty: 75454.375000
Iteration 457Q: 23 clusters Score -1.374519e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147086 members 
Mstep: Class 2 contains 81866 members 
Mstep: Class 3 contains 43531 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151347 members 
Mstep: Class 10 contains 181435 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167445 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136814 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451872.000000 Penalty: 75454.375000
Iteration 458Q: 23 clusters Score -1.374519e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147086 members 
Mstep: Class 2 contains 81866 members 
Mstep: Class 3 contains 43531 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151344 members 
Mstep: Class 10 contains 181436 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167446 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136815 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451888.000000 Penalty: 75454.375000
Iteration 459Q: 23 clusters Score -1.374519e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 81866 members 
Mstep: Class 3 contains 43532 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151341 members 
Mstep: Class 10 contains 181436 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167448 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136816 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 460F: 23 clusters Score -1.374519e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147086 members 
Mstep: Class 2 contains 81866 members 
Mstep: Class 3 contains 43533 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151339 members 
Mstep: Class 10 contains 181433 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167450 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136817 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451888.000000 Penalty: 75454.375000
Iteration 461Q: 23 clusters Score -1.374519e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147089 members 
Mstep: Class 2 contains 81865 members 
Mstep: Class 3 contains 43533 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151340 members 
Mstep: Class 10 contains 181433 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167445 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136819 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 462Q: 23 clusters Score -1.374519e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147091 members 
Mstep: Class 2 contains 81865 members 
Mstep: Class 3 contains 43533 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151342 members 
Mstep: Class 10 contains 181432 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167444 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136817 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451936.000000 Penalty: 75454.375000
Iteration 463Q: 23 clusters Score -1.374519e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147092 members 
Mstep: Class 2 contains 81865 members 
Mstep: Class 3 contains 43533 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151341 members 
Mstep: Class 10 contains 181431 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167445 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136817 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 464Q: 23 clusters Score -1.374519e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147092 members 
Mstep: Class 2 contains 81865 members 
Mstep: Class 3 contains 43533 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151342 members 
Mstep: Class 10 contains 181428 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167446 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136818 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 75454.375000
Iteration 465Q: 23 clusters Score -1.374519e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 81865 members 
Mstep: Class 3 contains 43533 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151341 members 
Mstep: Class 10 contains 181424 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167447 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136820 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451952.000000 Penalty: 75454.375000
Iteration 466Q: 23 clusters Score -1.37452e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 81865 members 
Mstep: Class 3 contains 43533 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151342 members 
Mstep: Class 10 contains 181424 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167447 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136819 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451968.000000 Penalty: 75454.375000
Iteration 467Q: 23 clusters Score -1.37452e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 81865 members 
Mstep: Class 3 contains 43532 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151343 members 
Mstep: Class 10 contains 181424 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167447 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136819 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451952.000000 Penalty: 75454.375000
Iteration 468Q: 23 clusters Score -1.37452e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 81865 members 
Mstep: Class 3 contains 43532 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151343 members 
Mstep: Class 10 contains 181424 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167447 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136819 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451952.000000 Penalty: 75454.375000
Iteration 469F: 23 clusters Score -1.37452e+08 nChanged 0
Entering ConstructFrom: 
Score: -137451952.000000 Penalty: 75454.375000
Entering ConstructFrom: 
Trying to split cluster 1 (147094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147094 members 
Entering Unmasked Estep 
Score: -20339574.000000 Penalty: 2950.909180
	Iteration 0F: 2 clusters Score -2.033957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73706 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -20242030.000000 Penalty: 5901.818359
	Iteration 0F: 3 clusters Score -2.024203e+07 nChanged 70154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -20283134.000000 Penalty: 5901.818359
	Iteration 1F: 3 clusters Score -2.028313e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 70068 members 
Entering Unmasked Estep 
Score: -20284816.000000 Penalty: 5901.818359
	Iteration 2Q: 3 clusters Score -2.028482e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -20287172.000000 Penalty: 5901.818359
	Iteration 3Q: 3 clusters Score -2.028717e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -20291054.000000 Penalty: 5901.818359
	Iteration 4Q: 3 clusters Score -2.029105e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -20297418.000000 Penalty: 5901.818359
	Iteration 5F: 3 clusters Score -2.029742e+07 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -20306682.000000 Penalty: 5901.818359
	Iteration 6F: 3 clusters Score -2.030668e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -20317872.000000 Penalty: 5901.818359
	Iteration 7F: 3 clusters Score -2.031787e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103846 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -20327392.000000 Penalty: 5901.818359
	Iteration 8F: 3 clusters Score -2.032739e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106413 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -20331964.000000 Penalty: 5901.818359
	Iteration 9Q: 3 clusters Score -2.033196e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108222 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -20334102.000000 Penalty: 5901.818359
	Iteration 10Q: 3 clusters Score -2.03341e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109663 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -20335346.000000 Penalty: 5901.818359
	Iteration 11Q: 3 clusters Score -2.033535e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110864 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -20336146.000000 Penalty: 5901.818359
	Iteration 12Q: 3 clusters Score -2.033615e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111878 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -20336524.000000 Penalty: 5901.818359
	Iteration 13Q: 3 clusters Score -2.033652e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112757 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -20336876.000000 Penalty: 5901.818359
	Iteration 14Q: 3 clusters Score -2.033688e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -20337022.000000 Penalty: 5901.818359
	Iteration 15Q: 3 clusters Score -2.033702e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -20337170.000000 Penalty: 5901.818359
	Iteration 16Q: 3 clusters Score -2.033717e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114928 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -20337268.000000 Penalty: 5901.818359
	Iteration 17Q: 3 clusters Score -2.033727e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115510 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -20337396.000000 Penalty: 5901.818359
	Iteration 18Q: 3 clusters Score -2.03374e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115994 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -20337428.000000 Penalty: 5901.818359
	Iteration 19Q: 3 clusters Score -2.033743e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116446 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -20337364.000000 Penalty: 5901.818359
	Iteration 20F: 3 clusters Score -2.033736e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116858 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -20337434.000000 Penalty: 5901.818359
	Iteration 21Q: 3 clusters Score -2.033743e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117236 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -20337436.000000 Penalty: 5901.818359
	Iteration 22Q: 3 clusters Score -2.033744e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117555 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -20337428.000000 Penalty: 5901.818359
	Iteration 23Q: 3 clusters Score -2.033743e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117815 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -20337454.000000 Penalty: 5901.818359
	Iteration 24Q: 3 clusters Score -2.033745e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118046 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -20337474.000000 Penalty: 5901.818359
	Iteration 25Q: 3 clusters Score -2.033747e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118262 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -20337506.000000 Penalty: 5901.818359
	Iteration 26Q: 3 clusters Score -2.033751e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118484 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -20337502.000000 Penalty: 5901.818359
	Iteration 27Q: 3 clusters Score -2.03375e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118704 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -20337536.000000 Penalty: 5901.818359
	Iteration 28Q: 3 clusters Score -2.033754e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118907 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -20337546.000000 Penalty: 5901.818359
	Iteration 29Q: 3 clusters Score -2.033755e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119108 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -20337512.000000 Penalty: 5901.818359
	Iteration 30Q: 3 clusters Score -2.033751e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119291 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -20337538.000000 Penalty: 5901.818359
	Iteration 31Q: 3 clusters Score -2.033754e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -20337556.000000 Penalty: 5901.818359
	Iteration 32Q: 3 clusters Score -2.033756e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119636 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -20337554.000000 Penalty: 5901.818359
	Iteration 33Q: 3 clusters Score -2.033755e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119794 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -20337594.000000 Penalty: 5901.818359
	Iteration 34Q: 3 clusters Score -2.033759e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119942 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -20337622.000000 Penalty: 5901.818359
	Iteration 35Q: 3 clusters Score -2.033762e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120064 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -20337666.000000 Penalty: 5901.818359
	Iteration 36Q: 3 clusters Score -2.033767e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120159 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -20337688.000000 Penalty: 5901.818359
	Iteration 37Q: 3 clusters Score -2.033769e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120243 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -20337686.000000 Penalty: 5901.818359
	Iteration 38Q: 3 clusters Score -2.033769e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120320 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -20337682.000000 Penalty: 5901.818359
	Iteration 39Q: 3 clusters Score -2.033768e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120393 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -20337678.000000 Penalty: 5901.818359
	Iteration 40F: 3 clusters Score -2.033768e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120468 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -20337660.000000 Penalty: 5901.818359
	Iteration 41Q: 3 clusters Score -2.033766e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120538 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -20337626.000000 Penalty: 5901.818359
	Iteration 42Q: 3 clusters Score -2.033763e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120613 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -20337596.000000 Penalty: 5901.818359
	Iteration 43Q: 3 clusters Score -2.03376e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120664 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -20337618.000000 Penalty: 5901.818359
	Iteration 44Q: 3 clusters Score -2.033762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120709 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -20337612.000000 Penalty: 5901.818359
	Iteration 45Q: 3 clusters Score -2.033761e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120746 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -20337606.000000 Penalty: 5901.818359
	Iteration 46Q: 3 clusters Score -2.033761e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120785 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -20337612.000000 Penalty: 5901.818359
	Iteration 47Q: 3 clusters Score -2.033761e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120817 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -20337622.000000 Penalty: 5901.818359
	Iteration 48Q: 3 clusters Score -2.033762e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120853 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -20337636.000000 Penalty: 5901.818359
	Iteration 49Q: 3 clusters Score -2.033764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120879 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -20337656.000000 Penalty: 5901.818359
	Iteration 50Q: 3 clusters Score -2.033766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120903 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -20337678.000000 Penalty: 5901.818359
	Iteration 51Q: 3 clusters Score -2.033768e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120927 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -20337672.000000 Penalty: 5901.818359
	Iteration 52Q: 3 clusters Score -2.033767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -20337670.000000 Penalty: 5901.818359
	Iteration 53Q: 3 clusters Score -2.033767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120946 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -20337692.000000 Penalty: 5901.818359
	Iteration 54Q: 3 clusters Score -2.033769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120959 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -20337696.000000 Penalty: 5901.818359
	Iteration 55Q: 3 clusters Score -2.03377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120972 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -20337704.000000 Penalty: 5901.818359
	Iteration 56Q: 3 clusters Score -2.03377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120986 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -20337690.000000 Penalty: 5901.818359
	Iteration 57Q: 3 clusters Score -2.033769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120998 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -20337700.000000 Penalty: 5901.818359
	Iteration 58Q: 3 clusters Score -2.03377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121017 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -20337710.000000 Penalty: 5901.818359
	Iteration 59Q: 3 clusters Score -2.033771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -20337698.000000 Penalty: 5901.818359
	Iteration 60F: 3 clusters Score -2.03377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121039 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -20337694.000000 Penalty: 5901.818359
	Iteration 61Q: 3 clusters Score -2.033769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121042 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -20337694.000000 Penalty: 5901.818359
	Iteration 62Q: 3 clusters Score -2.033769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121044 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -20337694.000000 Penalty: 5901.818359
	Iteration 63Q: 3 clusters Score -2.033769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121049 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -20337698.000000 Penalty: 5901.818359
	Iteration 64Q: 3 clusters Score -2.03377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121054 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -20337704.000000 Penalty: 5901.818359
	Iteration 65Q: 3 clusters Score -2.03377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121060 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -20337702.000000 Penalty: 5901.818359
	Iteration 66Q: 3 clusters Score -2.03377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121064 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -20337716.000000 Penalty: 5901.818359
	Iteration 67Q: 3 clusters Score -2.033772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -20337704.000000 Penalty: 5901.818359
	Iteration 68Q: 3 clusters Score -2.03377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121080 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -20337714.000000 Penalty: 5901.818359
	Iteration 69Q: 3 clusters Score -2.033771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121089 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -20337700.000000 Penalty: 5901.818359
	Iteration 70Q: 3 clusters Score -2.03377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121094 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -20337714.000000 Penalty: 5901.818359
	Iteration 71Q: 3 clusters Score -2.033771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121100 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -20337696.000000 Penalty: 5901.818359
	Iteration 72Q: 3 clusters Score -2.03377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121106 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -20337710.000000 Penalty: 5901.818359
	Iteration 73Q: 3 clusters Score -2.033771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -20337704.000000 Penalty: 5901.818359
	Iteration 74Q: 3 clusters Score -2.03377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121111 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -20337692.000000 Penalty: 5901.818359
	Iteration 75Q: 3 clusters Score -2.033769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121113 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -20337700.000000 Penalty: 5901.818359
	Iteration 76Q: 3 clusters Score -2.03377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121113 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -20337700.000000 Penalty: 5901.818359
	Iteration 77F: 3 clusters Score -2.03377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Entering Unmasked Estep 
Score: -11342876.000000 Penalty: 2805.581055
	Iteration 0F: 2 clusters Score -1.134288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -11287923.000000 Penalty: 5611.162109
	Iteration 0F: 3 clusters Score -1.128792e+07 nChanged 38431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -11309354.000000 Penalty: 5611.162109
	Iteration 1F: 3 clusters Score -1.130935e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -11310049.000000 Penalty: 5611.162109
	Iteration 2Q: 3 clusters Score -1.131005e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -11310730.000000 Penalty: 5611.162109
	Iteration 3Q: 3 clusters Score -1.131073e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -11311671.000000 Penalty: 5611.162109
	Iteration 4Q: 3 clusters Score -1.131167e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -11312866.000000 Penalty: 5611.162109
	Iteration 5Q: 3 clusters Score -1.131287e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -11314628.000000 Penalty: 5611.162109
	Iteration 6Q: 3 clusters Score -1.131463e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -11317133.000000 Penalty: 5611.162109
	Iteration 7F: 3 clusters Score -1.131713e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -11320435.000000 Penalty: 5611.162109
	Iteration 8F: 3 clusters Score -1.132044e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -11324640.000000 Penalty: 5611.162109
	Iteration 9F: 3 clusters Score -1.132464e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -11328970.000000 Penalty: 5611.162109
	Iteration 10F: 3 clusters Score -1.132897e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -11331849.000000 Penalty: 5611.162109
	Iteration 11F: 3 clusters Score -1.133185e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -11333154.000000 Penalty: 5611.162109
	Iteration 12Q: 3 clusters Score -1.133315e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -11333818.000000 Penalty: 5611.162109
	Iteration 13Q: 3 clusters Score -1.133382e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -11334227.000000 Penalty: 5611.162109
	Iteration 14Q: 3 clusters Score -1.133423e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -11334566.000000 Penalty: 5611.162109
	Iteration 15Q: 3 clusters Score -1.133457e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -11334905.000000 Penalty: 5611.162109
	Iteration 16Q: 3 clusters Score -1.13349e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -11335208.000000 Penalty: 5611.162109
	Iteration 17Q: 3 clusters Score -1.133521e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -11335482.000000 Penalty: 5611.162109
	Iteration 18Q: 3 clusters Score -1.133548e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -11335747.000000 Penalty: 5611.162109
	Iteration 19Q: 3 clusters Score -1.133575e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -11336097.000000 Penalty: 5611.162109
	Iteration 20F: 3 clusters Score -1.13361e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -11336356.000000 Penalty: 5611.162109
	Iteration 21Q: 3 clusters Score -1.133636e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -11336590.000000 Penalty: 5611.162109
	Iteration 22Q: 3 clusters Score -1.133659e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -11336757.000000 Penalty: 5611.162109
	Iteration 23Q: 3 clusters Score -1.133676e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -11336999.000000 Penalty: 5611.162109
	Iteration 24Q: 3 clusters Score -1.1337e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -11337245.000000 Penalty: 5611.162109
	Iteration 25Q: 3 clusters Score -1.133724e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -11337399.000000 Penalty: 5611.162109
	Iteration 26Q: 3 clusters Score -1.13374e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -11337617.000000 Penalty: 5611.162109
	Iteration 27Q: 3 clusters Score -1.133762e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -11337721.000000 Penalty: 5611.162109
	Iteration 28Q: 3 clusters Score -1.133772e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -11337885.000000 Penalty: 5611.162109
	Iteration 29Q: 3 clusters Score -1.133788e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -11338036.000000 Penalty: 5611.162109
	Iteration 30Q: 3 clusters Score -1.133804e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -11338310.000000 Penalty: 5611.162109
	Iteration 31Q: 3 clusters Score -1.133831e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -11338482.000000 Penalty: 5611.162109
	Iteration 32Q: 3 clusters Score -1.133848e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -11338667.000000 Penalty: 5611.162109
	Iteration 33Q: 3 clusters Score -1.133867e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -11338792.000000 Penalty: 5611.162109
	Iteration 34Q: 3 clusters Score -1.133879e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -11338920.000000 Penalty: 5611.162109
	Iteration 35Q: 3 clusters Score -1.133892e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -11339065.000000 Penalty: 5611.162109
	Iteration 36Q: 3 clusters Score -1.133906e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -11339242.000000 Penalty: 5611.162109
	Iteration 37Q: 3 clusters Score -1.133924e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -11339423.000000 Penalty: 5611.162109
	Iteration 38Q: 3 clusters Score -1.133942e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -11339520.000000 Penalty: 5611.162109
	Iteration 39Q: 3 clusters Score -1.133952e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -11339578.000000 Penalty: 5611.162109
	Iteration 40F: 3 clusters Score -1.133958e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -11339666.000000 Penalty: 5611.162109
	Iteration 41Q: 3 clusters Score -1.133967e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -11339694.000000 Penalty: 5611.162109
	Iteration 42Q: 3 clusters Score -1.133969e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -11339765.000000 Penalty: 5611.162109
	Iteration 43Q: 3 clusters Score -1.133976e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -11339840.000000 Penalty: 5611.162109
	Iteration 44Q: 3 clusters Score -1.133984e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -11339911.000000 Penalty: 5611.162109
	Iteration 45Q: 3 clusters Score -1.133991e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -11339941.000000 Penalty: 5611.162109
	Iteration 46Q: 3 clusters Score -1.133994e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78181 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -11340038.000000 Penalty: 5611.162109
	Iteration 47Q: 3 clusters Score -1.134004e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -11340063.000000 Penalty: 5611.162109
	Iteration 48Q: 3 clusters Score -1.134006e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -11340082.000000 Penalty: 5611.162109
	Iteration 49Q: 3 clusters Score -1.134008e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78566 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -11340096.000000 Penalty: 5611.162109
	Iteration 50Q: 3 clusters Score -1.13401e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -11340117.000000 Penalty: 5611.162109
	Iteration 51Q: 3 clusters Score -1.134012e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -11340163.000000 Penalty: 5611.162109
	Iteration 52Q: 3 clusters Score -1.134016e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -11340166.000000 Penalty: 5611.162109
	Iteration 53Q: 3 clusters Score -1.134017e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -11340178.000000 Penalty: 5611.162109
	Iteration 54Q: 3 clusters Score -1.134018e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79053 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -11340194.000000 Penalty: 5611.162109
	Iteration 55Q: 3 clusters Score -1.134019e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -11340212.000000 Penalty: 5611.162109
	Iteration 56Q: 3 clusters Score -1.134021e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -11340226.000000 Penalty: 5611.162109
	Iteration 57Q: 3 clusters Score -1.134023e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -11340232.000000 Penalty: 5611.162109
	Iteration 58Q: 3 clusters Score -1.134023e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -11340235.000000 Penalty: 5611.162109
	Iteration 59Q: 3 clusters Score -1.134024e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -11340243.000000 Penalty: 5611.162109
	Iteration 60F: 3 clusters Score -1.134024e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -11340271.000000 Penalty: 5611.162109
	Iteration 61Q: 3 clusters Score -1.134027e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -11340300.000000 Penalty: 5611.162109
	Iteration 62Q: 3 clusters Score -1.13403e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -11340299.000000 Penalty: 5611.162109
	Iteration 63Q: 3 clusters Score -1.13403e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -11340330.000000 Penalty: 5611.162109
	Iteration 64Q: 3 clusters Score -1.134033e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -11340349.000000 Penalty: 5611.162109
	Iteration 65Q: 3 clusters Score -1.134035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11340343.000000 Penalty: 5611.162109
	Iteration 66Q: 3 clusters Score -1.134034e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -11340367.000000 Penalty: 5611.162109
	Iteration 67Q: 3 clusters Score -1.134037e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -11340425.000000 Penalty: 5611.162109
	Iteration 68Q: 3 clusters Score -1.134042e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -11340412.000000 Penalty: 5611.162109
	Iteration 69Q: 3 clusters Score -1.134041e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -11340438.000000 Penalty: 5611.162109
	Iteration 70Q: 3 clusters Score -1.134044e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79996 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -11340460.000000 Penalty: 5611.162109
	Iteration 71Q: 3 clusters Score -1.134046e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -11340447.000000 Penalty: 5611.162109
	Iteration 72Q: 3 clusters Score -1.134045e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -11340449.000000 Penalty: 5611.162109
	Iteration 73Q: 3 clusters Score -1.134045e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -11340468.000000 Penalty: 5611.162109
	Iteration 74Q: 3 clusters Score -1.134047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -11340474.000000 Penalty: 5611.162109
	Iteration 75Q: 3 clusters Score -1.134047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -11340489.000000 Penalty: 5611.162109
	Iteration 76Q: 3 clusters Score -1.134049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -11340492.000000 Penalty: 5611.162109
	Iteration 77Q: 3 clusters Score -1.134049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -11340509.000000 Penalty: 5611.162109
	Iteration 78Q: 3 clusters Score -1.134051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80178 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -11340497.000000 Penalty: 5611.162109
	Iteration 79Q: 3 clusters Score -1.13405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -11340493.000000 Penalty: 5611.162109
	Iteration 80F: 3 clusters Score -1.134049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -11340490.000000 Penalty: 5611.162109
	Iteration 81Q: 3 clusters Score -1.134049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -11340496.000000 Penalty: 5611.162109
	Iteration 82Q: 3 clusters Score -1.13405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -11340504.000000 Penalty: 5611.162109
	Iteration 83Q: 3 clusters Score -1.13405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -11340504.000000 Penalty: 5611.162109
	Iteration 84Q: 3 clusters Score -1.13405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -11340513.000000 Penalty: 5611.162109
	Iteration 85Q: 3 clusters Score -1.134051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11340523.000000 Penalty: 5611.162109
	Iteration 86Q: 3 clusters Score -1.134052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80269 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11340515.000000 Penalty: 5611.162109
	Iteration 87Q: 3 clusters Score -1.134052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80275 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11340519.000000 Penalty: 5611.162109
	Iteration 88Q: 3 clusters Score -1.134052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -11340515.000000 Penalty: 5611.162109
	Iteration 89Q: 3 clusters Score -1.134052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -11340513.000000 Penalty: 5611.162109
	Iteration 90Q: 3 clusters Score -1.134051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11340509.000000 Penalty: 5611.162109
	Iteration 91Q: 3 clusters Score -1.134051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80298 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -11340513.000000 Penalty: 5611.162109
	Iteration 92Q: 3 clusters Score -1.134051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11340528.000000 Penalty: 5611.162109
	Iteration 93Q: 3 clusters Score -1.134053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -11340540.000000 Penalty: 5611.162109
	Iteration 94Q: 3 clusters Score -1.134054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11340528.000000 Penalty: 5611.162109
	Iteration 95Q: 3 clusters Score -1.134053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -11340537.000000 Penalty: 5611.162109
	Iteration 96Q: 3 clusters Score -1.134054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -11340537.000000 Penalty: 5611.162109
	Iteration 97Q: 3 clusters Score -1.134054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11340539.000000 Penalty: 5611.162109
	Iteration 98Q: 3 clusters Score -1.134054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11340529.000000 Penalty: 5611.162109
	Iteration 99Q: 3 clusters Score -1.134053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -11340538.000000 Penalty: 5611.162109
	Iteration 100F: 3 clusters Score -1.134054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -11340533.000000 Penalty: 5611.162109
	Iteration 101Q: 3 clusters Score -1.134053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11340532.000000 Penalty: 5611.162109
	Iteration 102Q: 3 clusters Score -1.134053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11340531.000000 Penalty: 5611.162109
	Iteration 103Q: 3 clusters Score -1.134053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11340535.000000 Penalty: 5611.162109
	Iteration 104Q: 3 clusters Score -1.134054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -11340533.000000 Penalty: 5611.162109
	Iteration 105Q: 3 clusters Score -1.134053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11340535.000000 Penalty: 5611.162109
	Iteration 106Q: 3 clusters Score -1.134054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11340545.000000 Penalty: 5611.162109
	Iteration 107Q: 3 clusters Score -1.134054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -11340543.000000 Penalty: 5611.162109
	Iteration 108Q: 3 clusters Score -1.134054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -11340543.000000 Penalty: 5611.162109
	Iteration 109F: 3 clusters Score -1.134054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Entering Unmasked Estep 
Score: -6054829.500000 Penalty: 2648.950439
	Iteration 0F: 2 clusters Score -6054830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -6025218.500000 Penalty: 5297.900879
	Iteration 0F: 3 clusters Score -6025218 nChanged 19997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -6036428.500000 Penalty: 5297.900879
	Iteration 1F: 3 clusters Score -6036428 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -6037047.000000 Penalty: 5297.900879
	Iteration 2Q: 3 clusters Score -6037047 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -6037709.000000 Penalty: 5297.900879
	Iteration 3Q: 3 clusters Score -6037709 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -6038548.000000 Penalty: 5297.900879
	Iteration 4Q: 3 clusters Score -6038548 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -6039721.000000 Penalty: 5297.900879
	Iteration 5F: 3 clusters Score -6039721 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -6041562.000000 Penalty: 5297.900879
	Iteration 6F: 3 clusters Score -6041562 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -6044128.000000 Penalty: 5297.900879
	Iteration 7F: 3 clusters Score -6044128 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -6046944.000000 Penalty: 5297.900879
	Iteration 8F: 3 clusters Score -6046944 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -6048940.500000 Penalty: 5297.900879
	Iteration 9F: 3 clusters Score -6048940 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -6049968.000000 Penalty: 5297.900879
	Iteration 10Q: 3 clusters Score -6049968 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -6050528.500000 Penalty: 5297.900879
	Iteration 11Q: 3 clusters Score -6050528 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -6050839.000000 Penalty: 5297.900879
	Iteration 12Q: 3 clusters Score -6050839 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -6051022.500000 Penalty: 5297.900879
	Iteration 13Q: 3 clusters Score -6051022 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -6051225.500000 Penalty: 5297.900879
	Iteration 14Q: 3 clusters Score -6051226 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -6051419.000000 Penalty: 5297.900879
	Iteration 15Q: 3 clusters Score -6051419 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -6051579.000000 Penalty: 5297.900879
	Iteration 16Q: 3 clusters Score -6051579 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -6051709.000000 Penalty: 5297.900879
	Iteration 17Q: 3 clusters Score -6051709 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -6051821.000000 Penalty: 5297.900879
	Iteration 18Q: 3 clusters Score -6051821 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -6051903.000000 Penalty: 5297.900879
	Iteration 19Q: 3 clusters Score -6051903 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -6052021.000000 Penalty: 5297.900879
	Iteration 20F: 3 clusters Score -6052021 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -6052112.000000 Penalty: 5297.900879
	Iteration 21Q: 3 clusters Score -6052112 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -6052167.000000 Penalty: 5297.900879
	Iteration 22Q: 3 clusters Score -6052167 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -6052261.500000 Penalty: 5297.900879
	Iteration 23Q: 3 clusters Score -6052262 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -6052351.000000 Penalty: 5297.900879
	Iteration 24Q: 3 clusters Score -6052351 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6052425.000000 Penalty: 5297.900879
	Iteration 25Q: 3 clusters Score -6052425 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6052478.000000 Penalty: 5297.900879
	Iteration 26Q: 3 clusters Score -6052478 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6052502.000000 Penalty: 5297.900879
	Iteration 27Q: 3 clusters Score -6052502 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6052534.000000 Penalty: 5297.900879
	Iteration 28Q: 3 clusters Score -6052534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6052584.500000 Penalty: 5297.900879
	Iteration 29Q: 3 clusters Score -6052584 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6052626.000000 Penalty: 5297.900879
	Iteration 30Q: 3 clusters Score -6052626 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6052654.500000 Penalty: 5297.900879
	Iteration 31Q: 3 clusters Score -6052654 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6052709.000000 Penalty: 5297.900879
	Iteration 32Q: 3 clusters Score -6052709 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6052752.500000 Penalty: 5297.900879
	Iteration 33Q: 3 clusters Score -6052752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6052780.500000 Penalty: 5297.900879
	Iteration 34Q: 3 clusters Score -6052780 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6052824.500000 Penalty: 5297.900879
	Iteration 35Q: 3 clusters Score -6052824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6052868.500000 Penalty: 5297.900879
	Iteration 36Q: 3 clusters Score -6052868 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6052885.500000 Penalty: 5297.900879
	Iteration 37Q: 3 clusters Score -6052886 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6052928.500000 Penalty: 5297.900879
	Iteration 38Q: 3 clusters Score -6052928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6052947.500000 Penalty: 5297.900879
	Iteration 39Q: 3 clusters Score -6052948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6052985.500000 Penalty: 5297.900879
	Iteration 40F: 3 clusters Score -6052986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6052994.000000 Penalty: 5297.900879
	Iteration 41Q: 3 clusters Score -6052994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6053016.000000 Penalty: 5297.900879
	Iteration 42Q: 3 clusters Score -6053016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6053066.000000 Penalty: 5297.900879
	Iteration 43Q: 3 clusters Score -6053066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6053085.500000 Penalty: 5297.900879
	Iteration 44Q: 3 clusters Score -6053086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6053091.000000 Penalty: 5297.900879
	Iteration 45Q: 3 clusters Score -6053091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6053094.000000 Penalty: 5297.900879
	Iteration 46Q: 3 clusters Score -6053094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6053114.000000 Penalty: 5297.900879
	Iteration 47Q: 3 clusters Score -6053114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6053129.000000 Penalty: 5297.900879
	Iteration 48Q: 3 clusters Score -6053129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6053155.000000 Penalty: 5297.900879
	Iteration 49Q: 3 clusters Score -6053155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6053160.500000 Penalty: 5297.900879
	Iteration 50Q: 3 clusters Score -6053160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6053167.500000 Penalty: 5297.900879
	Iteration 51Q: 3 clusters Score -6053168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6053182.500000 Penalty: 5297.900879
	Iteration 52Q: 3 clusters Score -6053182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6053189.000000 Penalty: 5297.900879
	Iteration 53Q: 3 clusters Score -6053189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6053193.000000 Penalty: 5297.900879
	Iteration 54Q: 3 clusters Score -6053193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6053203.000000 Penalty: 5297.900879
	Iteration 55Q: 3 clusters Score -6053203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6053205.500000 Penalty: 5297.900879
	Iteration 56Q: 3 clusters Score -6053206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6053214.000000 Penalty: 5297.900879
	Iteration 57Q: 3 clusters Score -6053214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6053223.500000 Penalty: 5297.900879
	Iteration 58Q: 3 clusters Score -6053224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6053232.000000 Penalty: 5297.900879
	Iteration 59Q: 3 clusters Score -6053232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6053230.000000 Penalty: 5297.900879
	Iteration 60F: 3 clusters Score -6053230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6053229.000000 Penalty: 5297.900879
	Iteration 61Q: 3 clusters Score -6053229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6053243.000000 Penalty: 5297.900879
	Iteration 62Q: 3 clusters Score -6053243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6053237.000000 Penalty: 5297.900879
	Iteration 63Q: 3 clusters Score -6053237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6053248.000000 Penalty: 5297.900879
	Iteration 64Q: 3 clusters Score -6053248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6053251.000000 Penalty: 5297.900879
	Iteration 65Q: 3 clusters Score -6053251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6053248.000000 Penalty: 5297.900879
	Iteration 66Q: 3 clusters Score -6053248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6053258.500000 Penalty: 5297.900879
	Iteration 67Q: 3 clusters Score -6053258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6053264.000000 Penalty: 5297.900879
	Iteration 68Q: 3 clusters Score -6053264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6053264.000000 Penalty: 5297.900879
	Iteration 69Q: 3 clusters Score -6053264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6053269.500000 Penalty: 5297.900879
	Iteration 70Q: 3 clusters Score -6053270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6053270.000000 Penalty: 5297.900879
	Iteration 71Q: 3 clusters Score -6053270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6053272.000000 Penalty: 5297.900879
	Iteration 72Q: 3 clusters Score -6053272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6053270.000000 Penalty: 5297.900879
	Iteration 73Q: 3 clusters Score -6053270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6053275.000000 Penalty: 5297.900879
	Iteration 74Q: 3 clusters Score -6053275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6053274.000000 Penalty: 5297.900879
	Iteration 75Q: 3 clusters Score -6053274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6053274.000000 Penalty: 5297.900879
	Iteration 76F: 3 clusters Score -6053274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -64590.468750 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -64590.47 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 246 members 
Entering Unmasked Estep 
Score: -63079.851562 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -63079.85 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63293.324219 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -63293.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63352.953125 Penalty: 3100.944336
	Iteration 2Q: 3 clusters Score -63352.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63379.343750 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -63379.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63390.628906 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -63390.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63412.406250 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -63412.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63439.519531 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -63439.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63468.433594 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -63468.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63514.566406 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -63514.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63552.617188 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -63552.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63584.617188 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -63584.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63647.609375 Penalty: 3100.944336
	Iteration 11Q: 3 clusters Score -63647.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63776.601562 Penalty: 3100.944336
	Iteration 12Q: 3 clusters Score -63776.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64020.722656 Penalty: 3100.944336
	Iteration 13Q: 3 clusters Score -64020.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64202.457031 Penalty: 3100.944336
	Iteration 14Q: 3 clusters Score -64202.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64214.300781 Penalty: 3100.944336
	Iteration 15Q: 3 clusters Score -64214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64216.484375 Penalty: 3100.944336
	Iteration 16Q: 3 clusters Score -64216.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64219.027344 Penalty: 3100.944336
	Iteration 17Q: 3 clusters Score -64219.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64221.523438 Penalty: 3100.944336
	Iteration 18Q: 3 clusters Score -64221.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64221.976562 Penalty: 3100.944336
	Iteration 19F: 3 clusters Score -64221.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64224.675781 Penalty: 3100.944336
	Iteration 20F: 3 clusters Score -64224.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56751.851562 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56751.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55211.789062 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55211.79 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55448.242188 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55448.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55575.671875 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55575.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55728.035156 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -55728.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55875.285156 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55875.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56070.593750 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -56070.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56171.679688 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -56171.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56238.261719 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -56238.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56316.890625 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -56316.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56365.847656 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -56365.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56389.000000 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -56389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56425.078125 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -56425.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56475.058594 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -56475.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56519.238281 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -56519.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56558.671875 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -56558.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56582.789062 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -56582.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56605.273438 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -56605.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -56612.132812 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -56612.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56618.582031 Penalty: 3078.461670
	Iteration 18Q: 3 clusters Score -56618.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -56624.683594 Penalty: 3078.461670
	Iteration 19Q: 3 clusters Score -56624.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56633.796875 Penalty: 3078.461670
	Iteration 20F: 3 clusters Score -56633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -56644.523438 Penalty: 3078.461670
	Iteration 21Q: 3 clusters Score -56644.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56653.761719 Penalty: 3078.461670
	Iteration 22Q: 3 clusters Score -56653.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56653.761719 Penalty: 3078.461670
	Iteration 23F: 3 clusters Score -56653.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Entering Unmasked Estep 
Score: -1001907.125000 Penalty: 2212.123779
	Iteration 0F: 2 clusters Score -1001907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -995797.875000 Penalty: 4424.247559
	Iteration 0F: 3 clusters Score -995797.9 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -997474.250000 Penalty: 4424.247559
	Iteration 1F: 3 clusters Score -997474.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -997753.937500 Penalty: 4424.247559
	Iteration 2F: 3 clusters Score -997753.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -997954.625000 Penalty: 4424.247559
	Iteration 3F: 3 clusters Score -997954.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -998092.562500 Penalty: 4424.247559
	Iteration 4Q: 3 clusters Score -998092.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -998202.562500 Penalty: 4424.247559
	Iteration 5Q: 3 clusters Score -998202.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -998305.812500 Penalty: 4424.247559
	Iteration 6Q: 3 clusters Score -998305.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -998398.750000 Penalty: 4424.247559
	Iteration 7Q: 3 clusters Score -998398.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -998491.062500 Penalty: 4424.247559
	Iteration 8Q: 3 clusters Score -998491.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -998577.937500 Penalty: 4424.247559
	Iteration 9Q: 3 clusters Score -998577.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -998664.125000 Penalty: 4424.247559
	Iteration 10Q: 3 clusters Score -998664.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -998738.125000 Penalty: 4424.247559
	Iteration 11Q: 3 clusters Score -998738.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -998822.062500 Penalty: 4424.247559
	Iteration 12Q: 3 clusters Score -998822.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -998915.187500 Penalty: 4424.247559
	Iteration 13Q: 3 clusters Score -998915.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -999003.125000 Penalty: 4424.247559
	Iteration 14Q: 3 clusters Score -999003.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -999086.875000 Penalty: 4424.247559
	Iteration 15Q: 3 clusters Score -999086.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -999186.250000 Penalty: 4424.247559
	Iteration 16Q: 3 clusters Score -999186.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -999304.062500 Penalty: 4424.247559
	Iteration 17Q: 3 clusters Score -999304.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -999435.312500 Penalty: 4424.247559
	Iteration 18Q: 3 clusters Score -999435.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -999547.250000 Penalty: 4424.247559
	Iteration 19Q: 3 clusters Score -999547.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -999643.437500 Penalty: 4424.247559
	Iteration 20F: 3 clusters Score -999643.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -999715.812500 Penalty: 4424.247559
	Iteration 21Q: 3 clusters Score -999715.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -999769.625000 Penalty: 4424.247559
	Iteration 22Q: 3 clusters Score -999769.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -999833.437500 Penalty: 4424.247559
	Iteration 23Q: 3 clusters Score -999833.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -999884.812500 Penalty: 4424.247559
	Iteration 24Q: 3 clusters Score -999884.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -999926.312500 Penalty: 4424.247559
	Iteration 25Q: 3 clusters Score -999926.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -999949.562500 Penalty: 4424.247559
	Iteration 26Q: 3 clusters Score -999949.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -999965.687500 Penalty: 4424.247559
	Iteration 27Q: 3 clusters Score -999965.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -999979.187500 Penalty: 4424.247559
	Iteration 28Q: 3 clusters Score -999979.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -999984.500000 Penalty: 4424.247559
	Iteration 29Q: 3 clusters Score -999984.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -999993.437500 Penalty: 4424.247559
	Iteration 30Q: 3 clusters Score -999993.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1000001.250000 Penalty: 4424.247559
	Iteration 31Q: 3 clusters Score -1000001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1000004.625000 Penalty: 4424.247559
	Iteration 32Q: 3 clusters Score -1000005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1000008.562500 Penalty: 4424.247559
	Iteration 33Q: 3 clusters Score -1000009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1000011.187500 Penalty: 4424.247559
	Iteration 34Q: 3 clusters Score -1000011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1000010.562500 Penalty: 4424.247559
	Iteration 35Q: 3 clusters Score -1000011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1000011.750000 Penalty: 4424.247559
	Iteration 36Q: 3 clusters Score -1000012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1000013.625000 Penalty: 4424.247559
	Iteration 37Q: 3 clusters Score -1000014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1000013.625000 Penalty: 4424.247559
	Iteration 38F: 3 clusters Score -1000014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -190219.625000 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -190219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -188024.046875 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -188024 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -188333.343750 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -188333.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -188417.625000 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -188417.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -188451.250000 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -188451.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -188464.031250 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -188464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -188474.671875 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -188474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -188482.781250 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -188482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -188487.750000 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -188487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -188491.687500 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -188491.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -188494.296875 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -188494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -188497.984375 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -188498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -188504.125000 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -188504.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -188507.484375 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -188507.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -188511.234375 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -188511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -188513.828125 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -188513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -188516.453125 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -188516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -188517.781250 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -188517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -188520.093750 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -188520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -188521.953125 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -188522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -188522.109375 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -188522.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -188522.109375 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -188522.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -414486.468750 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -414486.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -411072.687500 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -411072.7 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -411750.437500 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -411750.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -411927.156250 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -411927.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -412036.781250 Penalty: 4007.336914
	Iteration 3Q: 3 clusters Score -412036.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -412111.500000 Penalty: 4007.336914
	Iteration 4Q: 3 clusters Score -412111.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -412153.875000 Penalty: 4007.336914
	Iteration 5Q: 3 clusters Score -412153.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -412187.062500 Penalty: 4007.336914
	Iteration 6Q: 3 clusters Score -412187.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -412215.687500 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -412215.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -412239.500000 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -412239.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -412269.843750 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -412269.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -412302.062500 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -412302.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -412333.562500 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -412333.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -412358.312500 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -412358.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -412384.031250 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -412384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -412417.937500 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -412417.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -412451.250000 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -412451.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -412491.625000 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -412491.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -412521.562500 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -412521.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -412534.468750 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -412534.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -412541.625000 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -412541.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -412547.312500 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -412547.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -412550.781250 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -412550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -412554.906250 Penalty: 4007.336914
	Iteration 22Q: 3 clusters Score -412554.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -412557.843750 Penalty: 4007.336914
	Iteration 23Q: 3 clusters Score -412557.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -412561.375000 Penalty: 4007.336914
	Iteration 24Q: 3 clusters Score -412561.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -412566.843750 Penalty: 4007.336914
	Iteration 25Q: 3 clusters Score -412566.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -412574.125000 Penalty: 4007.336914
	Iteration 26Q: 3 clusters Score -412574.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -412581.812500 Penalty: 4007.336914
	Iteration 27Q: 3 clusters Score -412581.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -412586.250000 Penalty: 4007.336914
	Iteration 28Q: 3 clusters Score -412586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -412591.000000 Penalty: 4007.336914
	Iteration 29Q: 3 clusters Score -412591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -412595.093750 Penalty: 4007.336914
	Iteration 30Q: 3 clusters Score -412595.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -412601.500000 Penalty: 4007.336914
	Iteration 31Q: 3 clusters Score -412601.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -412609.000000 Penalty: 4007.336914
	Iteration 32Q: 3 clusters Score -412609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -412614.093750 Penalty: 4007.336914
	Iteration 33Q: 3 clusters Score -412614.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -412618.812500 Penalty: 4007.336914
	Iteration 34Q: 3 clusters Score -412618.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -412623.250000 Penalty: 4007.336914
	Iteration 35Q: 3 clusters Score -412623.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -412629.031250 Penalty: 4007.336914
	Iteration 36Q: 3 clusters Score -412629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -412636.437500 Penalty: 4007.336914
	Iteration 37Q: 3 clusters Score -412636.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -412641.593750 Penalty: 4007.336914
	Iteration 38Q: 3 clusters Score -412641.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -412644.281250 Penalty: 4007.336914
	Iteration 39Q: 3 clusters Score -412644.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -412648.843750 Penalty: 4007.336914
	Iteration 40F: 3 clusters Score -412648.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -412651.562500 Penalty: 4007.336914
	Iteration 41Q: 3 clusters Score -412651.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -412655.250000 Penalty: 4007.336914
	Iteration 42Q: 3 clusters Score -412655.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -412661.531250 Penalty: 4007.336914
	Iteration 43Q: 3 clusters Score -412661.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -412666.812500 Penalty: 4007.336914
	Iteration 44Q: 3 clusters Score -412666.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -412675.656250 Penalty: 4007.336914
	Iteration 45Q: 3 clusters Score -412675.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -412681.000000 Penalty: 4007.336914
	Iteration 46Q: 3 clusters Score -412681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -412688.218750 Penalty: 4007.336914
	Iteration 47Q: 3 clusters Score -412688.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -412694.437500 Penalty: 4007.336914
	Iteration 48Q: 3 clusters Score -412694.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -412698.062500 Penalty: 4007.336914
	Iteration 49Q: 3 clusters Score -412698.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -412705.250000 Penalty: 4007.336914
	Iteration 50Q: 3 clusters Score -412705.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -412712.812500 Penalty: 4007.336914
	Iteration 51Q: 3 clusters Score -412712.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -412717.781250 Penalty: 4007.336914
	Iteration 52Q: 3 clusters Score -412717.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -412722.093750 Penalty: 4007.336914
	Iteration 53Q: 3 clusters Score -412722.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -412730.000000 Penalty: 4007.336914
	Iteration 54Q: 3 clusters Score -412730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -412737.375000 Penalty: 4007.336914
	Iteration 55Q: 3 clusters Score -412737.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -412745.218750 Penalty: 4007.336914
	Iteration 56Q: 3 clusters Score -412745.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -412752.656250 Penalty: 4007.336914
	Iteration 57Q: 3 clusters Score -412752.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -412765.937500 Penalty: 4007.336914
	Iteration 58Q: 3 clusters Score -412765.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -412780.281250 Penalty: 4007.336914
	Iteration 59Q: 3 clusters Score -412780.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -412792.125000 Penalty: 4007.336914
	Iteration 60F: 3 clusters Score -412792.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -412802.468750 Penalty: 4007.336914
	Iteration 61Q: 3 clusters Score -412802.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -412810.781250 Penalty: 4007.336914
	Iteration 62Q: 3 clusters Score -412810.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -412823.093750 Penalty: 4007.336914
	Iteration 63Q: 3 clusters Score -412823.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -412840.406250 Penalty: 4007.336914
	Iteration 64Q: 3 clusters Score -412840.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -412861.937500 Penalty: 4007.336914
	Iteration 65Q: 3 clusters Score -412861.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -412885.125000 Penalty: 4007.336914
	Iteration 66Q: 3 clusters Score -412885.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -412910.906250 Penalty: 4007.336914
	Iteration 67Q: 3 clusters Score -412910.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -412943.437500 Penalty: 4007.336914
	Iteration 68Q: 3 clusters Score -412943.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -412991.218750 Penalty: 4007.336914
	Iteration 69Q: 3 clusters Score -412991.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -413027.906250 Penalty: 4007.336914
	Iteration 70Q: 3 clusters Score -413027.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -413064.250000 Penalty: 4007.336914
	Iteration 71Q: 3 clusters Score -413064.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -413103.968750 Penalty: 4007.336914
	Iteration 72Q: 3 clusters Score -413104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -413151.500000 Penalty: 4007.336914
	Iteration 73Q: 3 clusters Score -413151.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -413208.375000 Penalty: 4007.336914
	Iteration 74Q: 3 clusters Score -413208.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -413255.718750 Penalty: 4007.336914
	Iteration 75Q: 3 clusters Score -413255.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -413286.000000 Penalty: 4007.336914
	Iteration 76Q: 3 clusters Score -413286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -413314.281250 Penalty: 4007.336914
	Iteration 77Q: 3 clusters Score -413314.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -413334.031250 Penalty: 4007.336914
	Iteration 78Q: 3 clusters Score -413334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -413347.593750 Penalty: 4007.336914
	Iteration 79Q: 3 clusters Score -413347.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -413353.875000 Penalty: 4007.336914
	Iteration 80F: 3 clusters Score -413353.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -413357.937500 Penalty: 4007.336914
	Iteration 81Q: 3 clusters Score -413357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -413360.250000 Penalty: 4007.336914
	Iteration 82Q: 3 clusters Score -413360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -413361.593750 Penalty: 4007.336914
	Iteration 83Q: 3 clusters Score -413361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -413361.968750 Penalty: 4007.336914
	Iteration 84Q: 3 clusters Score -413362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -413363.625000 Penalty: 4007.336914
	Iteration 85Q: 3 clusters Score -413363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -413363.625000 Penalty: 4007.336914
	Iteration 86F: 3 clusters Score -413363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151343 members 
Entering Unmasked Estep 
Score: -20954516.000000 Penalty: 2957.971436
	Iteration 0F: 2 clusters Score -2.095452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -20855280.000000 Penalty: 5915.942871
	Iteration 0F: 3 clusters Score -2.085528e+07 nChanged 72058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -20897012.000000 Penalty: 5915.942871
	Iteration 1F: 3 clusters Score -2.089701e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81812 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -20898482.000000 Penalty: 5915.942871
	Iteration 2Q: 3 clusters Score -2.089848e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -20900732.000000 Penalty: 5915.942871
	Iteration 3Q: 3 clusters Score -2.090073e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -20904086.000000 Penalty: 5915.942871
	Iteration 4Q: 3 clusters Score -2.090409e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98797 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -20909890.000000 Penalty: 5915.942871
	Iteration 5F: 3 clusters Score -2.090989e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108779 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -20918404.000000 Penalty: 5915.942871
	Iteration 6F: 3 clusters Score -2.09184e+07 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -20928688.000000 Penalty: 5915.942871
	Iteration 7F: 3 clusters Score -2.092869e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127937 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -20937018.000000 Penalty: 5915.942871
	Iteration 8F: 3 clusters Score -2.093702e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133894 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -20942882.000000 Penalty: 5915.942871
	Iteration 9Q: 3 clusters Score -2.094288e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137847 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -20946160.000000 Penalty: 5915.942871
	Iteration 10Q: 3 clusters Score -2.094616e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140618 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -20947868.000000 Penalty: 5915.942871
	Iteration 11Q: 3 clusters Score -2.094787e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142712 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -20948966.000000 Penalty: 5915.942871
	Iteration 12Q: 3 clusters Score -2.094897e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144357 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -20949754.000000 Penalty: 5915.942871
	Iteration 13Q: 3 clusters Score -2.094975e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145660 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -20950460.000000 Penalty: 5915.942871
	Iteration 14Q: 3 clusters Score -2.095046e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146665 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -20950920.000000 Penalty: 5915.942871
	Iteration 15Q: 3 clusters Score -2.095092e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147479 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -20951336.000000 Penalty: 5915.942871
	Iteration 16Q: 3 clusters Score -2.095134e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148066 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -20951652.000000 Penalty: 5915.942871
	Iteration 17Q: 3 clusters Score -2.095165e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148482 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -20951800.000000 Penalty: 5915.942871
	Iteration 18Q: 3 clusters Score -2.09518e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148814 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -20951960.000000 Penalty: 5915.942871
	Iteration 19Q: 3 clusters Score -2.095196e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149076 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -20951990.000000 Penalty: 5915.942871
	Iteration 20F: 3 clusters Score -2.095199e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149270 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -20952016.000000 Penalty: 5915.942871
	Iteration 21Q: 3 clusters Score -2.095202e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149429 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -20952076.000000 Penalty: 5915.942871
	Iteration 22Q: 3 clusters Score -2.095208e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149543 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -20952120.000000 Penalty: 5915.942871
	Iteration 23Q: 3 clusters Score -2.095212e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149619 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -20952160.000000 Penalty: 5915.942871
	Iteration 24Q: 3 clusters Score -2.095216e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149681 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -20952178.000000 Penalty: 5915.942871
	Iteration 25Q: 3 clusters Score -2.095218e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149725 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -20952188.000000 Penalty: 5915.942871
	Iteration 26Q: 3 clusters Score -2.095219e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149774 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -20952206.000000 Penalty: 5915.942871
	Iteration 27Q: 3 clusters Score -2.095221e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149818 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -20952182.000000 Penalty: 5915.942871
	Iteration 28Q: 3 clusters Score -2.095218e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149858 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -20952226.000000 Penalty: 5915.942871
	Iteration 29Q: 3 clusters Score -2.095223e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149890 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -20952210.000000 Penalty: 5915.942871
	Iteration 30Q: 3 clusters Score -2.095221e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149917 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -20952198.000000 Penalty: 5915.942871
	Iteration 31Q: 3 clusters Score -2.09522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149942 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -20952228.000000 Penalty: 5915.942871
	Iteration 32Q: 3 clusters Score -2.095223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149967 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -20952238.000000 Penalty: 5915.942871
	Iteration 33Q: 3 clusters Score -2.095224e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149995 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20952236.000000 Penalty: 5915.942871
	Iteration 34Q: 3 clusters Score -2.095224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150013 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -20952242.000000 Penalty: 5915.942871
	Iteration 35Q: 3 clusters Score -2.095224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150028 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -20952250.000000 Penalty: 5915.942871
	Iteration 36Q: 3 clusters Score -2.095225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150042 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -20952254.000000 Penalty: 5915.942871
	Iteration 37Q: 3 clusters Score -2.095225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150061 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -20952226.000000 Penalty: 5915.942871
	Iteration 38Q: 3 clusters Score -2.095223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150077 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -20952228.000000 Penalty: 5915.942871
	Iteration 39Q: 3 clusters Score -2.095223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -20952232.000000 Penalty: 5915.942871
	Iteration 40F: 3 clusters Score -2.095223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150088 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -20952244.000000 Penalty: 5915.942871
	Iteration 41Q: 3 clusters Score -2.095224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150094 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -20952262.000000 Penalty: 5915.942871
	Iteration 42Q: 3 clusters Score -2.095226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150098 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -20952262.000000 Penalty: 5915.942871
	Iteration 43Q: 3 clusters Score -2.095226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150105 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -20952266.000000 Penalty: 5915.942871
	Iteration 44Q: 3 clusters Score -2.095227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150107 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -20952256.000000 Penalty: 5915.942871
	Iteration 45Q: 3 clusters Score -2.095226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150109 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20952250.000000 Penalty: 5915.942871
	Iteration 46Q: 3 clusters Score -2.095225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150109 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20952250.000000 Penalty: 5915.942871
	Iteration 47F: 3 clusters Score -2.095225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181424 members 
Entering Unmasked Estep 
Score: -25000472.000000 Penalty: 3002.930908
	Iteration 0F: 2 clusters Score -2.500047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -24882352.000000 Penalty: 6005.861816
	Iteration 0F: 3 clusters Score -2.488235e+07 nChanged 87353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -24933118.000000 Penalty: 6005.861816
	Iteration 1F: 3 clusters Score -2.493312e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91243 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -24934710.000000 Penalty: 6005.861816
	Iteration 2Q: 3 clusters Score -2.493471e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -24936564.000000 Penalty: 6005.861816
	Iteration 3Q: 3 clusters Score -2.493656e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -24939626.000000 Penalty: 6005.861816
	Iteration 4Q: 3 clusters Score -2.493963e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 89341 members 
Entering Unmasked Estep 
Score: -24944502.000000 Penalty: 6005.861816
	Iteration 5Q: 3 clusters Score -2.49445e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -24951640.000000 Penalty: 6005.861816
	Iteration 6F: 3 clusters Score -2.495164e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -24960534.000000 Penalty: 6005.861816
	Iteration 7F: 3 clusters Score -2.496053e+07 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 95838 members 
Entering Unmasked Estep 
Score: -24970262.000000 Penalty: 6005.861816
	Iteration 8F: 3 clusters Score -2.497026e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -24977762.000000 Penalty: 6005.861816
	Iteration 9F: 3 clusters Score -2.497776e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 102666 members 
Entering Unmasked Estep 
Score: -24982034.000000 Penalty: 6005.861816
	Iteration 10Q: 3 clusters Score -2.498203e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 105954 members 
Entering Unmasked Estep 
Score: -24984562.000000 Penalty: 6005.861816
	Iteration 11Q: 3 clusters Score -2.498456e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 109203 members 
Entering Unmasked Estep 
Score: -24986338.000000 Penalty: 6005.861816
	Iteration 12Q: 3 clusters Score -2.498634e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Mstep: Class 2 contains 112199 members 
Entering Unmasked Estep 
Score: -24987750.000000 Penalty: 6005.861816
	Iteration 13Q: 3 clusters Score -2.498775e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 115194 members 
Entering Unmasked Estep 
Score: -24989124.000000 Penalty: 6005.861816
	Iteration 14Q: 3 clusters Score -2.498912e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 118106 members 
Entering Unmasked Estep 
Score: -24990172.000000 Penalty: 6005.861816
	Iteration 15Q: 3 clusters Score -2.499017e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 120914 members 
Entering Unmasked Estep 
Score: -24991328.000000 Penalty: 6005.861816
	Iteration 16Q: 3 clusters Score -2.499133e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 123588 members 
Entering Unmasked Estep 
Score: -24992146.000000 Penalty: 6005.861816
	Iteration 17Q: 3 clusters Score -2.499215e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 126203 members 
Entering Unmasked Estep 
Score: -24992854.000000 Penalty: 6005.861816
	Iteration 18Q: 3 clusters Score -2.499285e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 128724 members 
Entering Unmasked Estep 
Score: -24993540.000000 Penalty: 6005.861816
	Iteration 19Q: 3 clusters Score -2.499354e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 131227 members 
Entering Unmasked Estep 
Score: -24994046.000000 Penalty: 6005.861816
	Iteration 20F: 3 clusters Score -2.499405e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 133741 members 
Entering Unmasked Estep 
Score: -24994826.000000 Penalty: 6005.861816
	Iteration 21Q: 3 clusters Score -2.499483e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 136207 members 
Entering Unmasked Estep 
Score: -24995456.000000 Penalty: 6005.861816
	Iteration 22Q: 3 clusters Score -2.499546e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 138554 members 
Entering Unmasked Estep 
Score: -24996208.000000 Penalty: 6005.861816
	Iteration 23Q: 3 clusters Score -2.499621e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 140724 members 
Entering Unmasked Estep 
Score: -24996736.000000 Penalty: 6005.861816
	Iteration 24Q: 3 clusters Score -2.499674e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 142750 members 
Entering Unmasked Estep 
Score: -24997162.000000 Penalty: 6005.861816
	Iteration 25Q: 3 clusters Score -2.499716e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 144622 members 
Entering Unmasked Estep 
Score: -24997570.000000 Penalty: 6005.861816
	Iteration 26Q: 3 clusters Score -2.499757e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 146313 members 
Entering Unmasked Estep 
Score: -24997826.000000 Penalty: 6005.861816
	Iteration 27Q: 3 clusters Score -2.499783e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 147990 members 
Entering Unmasked Estep 
Score: -24998156.000000 Penalty: 6005.861816
	Iteration 28Q: 3 clusters Score -2.499816e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 149630 members 
Entering Unmasked Estep 
Score: -24998516.000000 Penalty: 6005.861816
	Iteration 29Q: 3 clusters Score -2.499852e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 151276 members 
Entering Unmasked Estep 
Score: -24998670.000000 Penalty: 6005.861816
	Iteration 30Q: 3 clusters Score -2.499867e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 152771 members 
Entering Unmasked Estep 
Score: -24999018.000000 Penalty: 6005.861816
	Iteration 31Q: 3 clusters Score -2.499902e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 154138 members 
Entering Unmasked Estep 
Score: -24999046.000000 Penalty: 6005.861816
	Iteration 32Q: 3 clusters Score -2.499905e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 155479 members 
Entering Unmasked Estep 
Score: -24999136.000000 Penalty: 6005.861816
	Iteration 33Q: 3 clusters Score -2.499914e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 156750 members 
Entering Unmasked Estep 
Score: -24999210.000000 Penalty: 6005.861816
	Iteration 34Q: 3 clusters Score -2.499921e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 157963 members 
Entering Unmasked Estep 
Score: -24999320.000000 Penalty: 6005.861816
	Iteration 35Q: 3 clusters Score -2.499932e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 159113 members 
Entering Unmasked Estep 
Score: -24999358.000000 Penalty: 6005.861816
	Iteration 36Q: 3 clusters Score -2.499936e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 160228 members 
Entering Unmasked Estep 
Score: -24999354.000000 Penalty: 6005.861816
	Iteration 37Q: 3 clusters Score -2.499935e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 161308 members 
Entering Unmasked Estep 
Score: -24999350.000000 Penalty: 6005.861816
	Iteration 38Q: 3 clusters Score -2.499935e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 162309 members 
Entering Unmasked Estep 
Score: -24999402.000000 Penalty: 6005.861816
	Iteration 39Q: 3 clusters Score -2.49994e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 163187 members 
Entering Unmasked Estep 
Score: -24999546.000000 Penalty: 6005.861816
	Iteration 40F: 3 clusters Score -2.499955e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 164036 members 
Entering Unmasked Estep 
Score: -24999442.000000 Penalty: 6005.861816
	Iteration 41Q: 3 clusters Score -2.499944e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 164817 members 
Entering Unmasked Estep 
Score: -24999486.000000 Penalty: 6005.861816
	Iteration 42Q: 3 clusters Score -2.499949e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -24999474.000000 Penalty: 6005.861816
	Iteration 43Q: 3 clusters Score -2.499947e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 166160 members 
Entering Unmasked Estep 
Score: -24999472.000000 Penalty: 6005.861816
	Iteration 44Q: 3 clusters Score -2.499947e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -24999494.000000 Penalty: 6005.861816
	Iteration 45Q: 3 clusters Score -2.499949e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 167328 members 
Entering Unmasked Estep 
Score: -24999552.000000 Penalty: 6005.861816
	Iteration 46Q: 3 clusters Score -2.499955e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 167844 members 
Entering Unmasked Estep 
Score: -24999564.000000 Penalty: 6005.861816
	Iteration 47Q: 3 clusters Score -2.499956e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 168329 members 
Entering Unmasked Estep 
Score: -24999524.000000 Penalty: 6005.861816
	Iteration 48Q: 3 clusters Score -2.499952e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 168791 members 
Entering Unmasked Estep 
Score: -24999518.000000 Penalty: 6005.861816
	Iteration 49Q: 3 clusters Score -2.499952e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 169214 members 
Entering Unmasked Estep 
Score: -24999518.000000 Penalty: 6005.861816
	Iteration 50Q: 3 clusters Score -2.499952e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 169594 members 
Entering Unmasked Estep 
Score: -24999444.000000 Penalty: 6005.861816
	Iteration 51Q: 3 clusters Score -2.499944e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 169935 members 
Entering Unmasked Estep 
Score: -24999426.000000 Penalty: 6005.861816
	Iteration 52Q: 3 clusters Score -2.499943e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 170284 members 
Entering Unmasked Estep 
Score: -24999458.000000 Penalty: 6005.861816
	Iteration 53Q: 3 clusters Score -2.499946e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 170620 members 
Entering Unmasked Estep 
Score: -24999502.000000 Penalty: 6005.861816
	Iteration 54Q: 3 clusters Score -2.49995e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 170924 members 
Entering Unmasked Estep 
Score: -24999480.000000 Penalty: 6005.861816
	Iteration 55Q: 3 clusters Score -2.499948e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 171198 members 
Entering Unmasked Estep 
Score: -24999418.000000 Penalty: 6005.861816
	Iteration 56Q: 3 clusters Score -2.499942e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 171439 members 
Entering Unmasked Estep 
Score: -24999376.000000 Penalty: 6005.861816
	Iteration 57Q: 3 clusters Score -2.499938e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 171660 members 
Entering Unmasked Estep 
Score: -24999340.000000 Penalty: 6005.861816
	Iteration 58Q: 3 clusters Score -2.499934e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 171864 members 
Entering Unmasked Estep 
Score: -24999392.000000 Penalty: 6005.861816
	Iteration 59Q: 3 clusters Score -2.499939e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 172059 members 
Entering Unmasked Estep 
Score: -24999394.000000 Penalty: 6005.861816
	Iteration 60F: 3 clusters Score -2.499939e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 172247 members 
Entering Unmasked Estep 
Score: -24999386.000000 Penalty: 6005.861816
	Iteration 61Q: 3 clusters Score -2.499939e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 172427 members 
Entering Unmasked Estep 
Score: -24999324.000000 Penalty: 6005.861816
	Iteration 62Q: 3 clusters Score -2.499932e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 172583 members 
Entering Unmasked Estep 
Score: -24999344.000000 Penalty: 6005.861816
	Iteration 63Q: 3 clusters Score -2.499934e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 172748 members 
Entering Unmasked Estep 
Score: -24999290.000000 Penalty: 6005.861816
	Iteration 64Q: 3 clusters Score -2.499929e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 172898 members 
Entering Unmasked Estep 
Score: -24999352.000000 Penalty: 6005.861816
	Iteration 65Q: 3 clusters Score -2.499935e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 173031 members 
Entering Unmasked Estep 
Score: -24999396.000000 Penalty: 6005.861816
	Iteration 66Q: 3 clusters Score -2.49994e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 173160 members 
Entering Unmasked Estep 
Score: -24999332.000000 Penalty: 6005.861816
	Iteration 67Q: 3 clusters Score -2.499933e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 173273 members 
Entering Unmasked Estep 
Score: -24999254.000000 Penalty: 6005.861816
	Iteration 68Q: 3 clusters Score -2.499925e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 173403 members 
Entering Unmasked Estep 
Score: -24999240.000000 Penalty: 6005.861816
	Iteration 69Q: 3 clusters Score -2.499924e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 173509 members 
Entering Unmasked Estep 
Score: -24999262.000000 Penalty: 6005.861816
	Iteration 70Q: 3 clusters Score -2.499926e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 173621 members 
Entering Unmasked Estep 
Score: -24999252.000000 Penalty: 6005.861816
	Iteration 71Q: 3 clusters Score -2.499925e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 173719 members 
Entering Unmasked Estep 
Score: -24999284.000000 Penalty: 6005.861816
	Iteration 72Q: 3 clusters Score -2.499928e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 173829 members 
Entering Unmasked Estep 
Score: -24999314.000000 Penalty: 6005.861816
	Iteration 73Q: 3 clusters Score -2.499931e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 173937 members 
Entering Unmasked Estep 
Score: -24999270.000000 Penalty: 6005.861816
	Iteration 74Q: 3 clusters Score -2.499927e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 174062 members 
Entering Unmasked Estep 
Score: -24999242.000000 Penalty: 6005.861816
	Iteration 75Q: 3 clusters Score -2.499924e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 174172 members 
Entering Unmasked Estep 
Score: -24999268.000000 Penalty: 6005.861816
	Iteration 76Q: 3 clusters Score -2.499927e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -24999260.000000 Penalty: 6005.861816
	Iteration 77Q: 3 clusters Score -2.499926e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 174367 members 
Entering Unmasked Estep 
Score: -24999284.000000 Penalty: 6005.861816
	Iteration 78Q: 3 clusters Score -2.499928e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 174460 members 
Entering Unmasked Estep 
Score: -24999296.000000 Penalty: 6005.861816
	Iteration 79Q: 3 clusters Score -2.49993e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 174561 members 
Entering Unmasked Estep 
Score: -24999300.000000 Penalty: 6005.861816
	Iteration 80F: 3 clusters Score -2.49993e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 174673 members 
Entering Unmasked Estep 
Score: -24999280.000000 Penalty: 6005.861816
	Iteration 81Q: 3 clusters Score -2.499928e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 174783 members 
Entering Unmasked Estep 
Score: -24999260.000000 Penalty: 6005.861816
	Iteration 82Q: 3 clusters Score -2.499926e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 174875 members 
Entering Unmasked Estep 
Score: -24999224.000000 Penalty: 6005.861816
	Iteration 83Q: 3 clusters Score -2.499922e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 174966 members 
Entering Unmasked Estep 
Score: -24999212.000000 Penalty: 6005.861816
	Iteration 84Q: 3 clusters Score -2.499921e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 175057 members 
Entering Unmasked Estep 
Score: -24999194.000000 Penalty: 6005.861816
	Iteration 85Q: 3 clusters Score -2.499919e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 175156 members 
Entering Unmasked Estep 
Score: -24999196.000000 Penalty: 6005.861816
	Iteration 86Q: 3 clusters Score -2.49992e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 175253 members 
Entering Unmasked Estep 
Score: -24999162.000000 Penalty: 6005.861816
	Iteration 87Q: 3 clusters Score -2.499916e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 175336 members 
Entering Unmasked Estep 
Score: -24999158.000000 Penalty: 6005.861816
	Iteration 88Q: 3 clusters Score -2.499916e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 175407 members 
Entering Unmasked Estep 
Score: -24999120.000000 Penalty: 6005.861816
	Iteration 89Q: 3 clusters Score -2.499912e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 175464 members 
Entering Unmasked Estep 
Score: -24999096.000000 Penalty: 6005.861816
	Iteration 90Q: 3 clusters Score -2.49991e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 175529 members 
Entering Unmasked Estep 
Score: -24999104.000000 Penalty: 6005.861816
	Iteration 91Q: 3 clusters Score -2.49991e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 175588 members 
Entering Unmasked Estep 
Score: -24999084.000000 Penalty: 6005.861816
	Iteration 92Q: 3 clusters Score -2.499908e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -24999078.000000 Penalty: 6005.861816
	Iteration 93Q: 3 clusters Score -2.499908e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 175673 members 
Entering Unmasked Estep 
Score: -24999084.000000 Penalty: 6005.861816
	Iteration 94Q: 3 clusters Score -2.499908e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 175721 members 
Entering Unmasked Estep 
Score: -24999088.000000 Penalty: 6005.861816
	Iteration 95Q: 3 clusters Score -2.499909e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 175774 members 
Entering Unmasked Estep 
Score: -24999090.000000 Penalty: 6005.861816
	Iteration 96Q: 3 clusters Score -2.499909e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 175836 members 
Entering Unmasked Estep 
Score: -24999056.000000 Penalty: 6005.861816
	Iteration 97Q: 3 clusters Score -2.499906e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 175881 members 
Entering Unmasked Estep 
Score: -24999062.000000 Penalty: 6005.861816
	Iteration 98Q: 3 clusters Score -2.499906e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 175921 members 
Entering Unmasked Estep 
Score: -24999030.000000 Penalty: 6005.861816
	Iteration 99Q: 3 clusters Score -2.499903e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 175965 members 
Entering Unmasked Estep 
Score: -24999006.000000 Penalty: 6005.861816
	Iteration 100F: 3 clusters Score -2.499901e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 176009 members 
Entering Unmasked Estep 
Score: -24999008.000000 Penalty: 6005.861816
	Iteration 101Q: 3 clusters Score -2.499901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 176047 members 
Entering Unmasked Estep 
Score: -24999040.000000 Penalty: 6005.861816
	Iteration 102Q: 3 clusters Score -2.499904e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -24999004.000000 Penalty: 6005.861816
	Iteration 103Q: 3 clusters Score -2.4999e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 176121 members 
Entering Unmasked Estep 
Score: -24998982.000000 Penalty: 6005.861816
	Iteration 104Q: 3 clusters Score -2.499898e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 176157 members 
Entering Unmasked Estep 
Score: -24999014.000000 Penalty: 6005.861816
	Iteration 105Q: 3 clusters Score -2.499901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 176188 members 
Entering Unmasked Estep 
Score: -24999034.000000 Penalty: 6005.861816
	Iteration 106Q: 3 clusters Score -2.499903e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 176216 members 
Entering Unmasked Estep 
Score: -24999010.000000 Penalty: 6005.861816
	Iteration 107Q: 3 clusters Score -2.499901e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 176244 members 
Entering Unmasked Estep 
Score: -24998988.000000 Penalty: 6005.861816
	Iteration 108Q: 3 clusters Score -2.499899e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 176279 members 
Entering Unmasked Estep 
Score: -24999008.000000 Penalty: 6005.861816
	Iteration 109Q: 3 clusters Score -2.499901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 176307 members 
Entering Unmasked Estep 
Score: -24999020.000000 Penalty: 6005.861816
	Iteration 110Q: 3 clusters Score -2.499902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 176331 members 
Entering Unmasked Estep 
Score: -24999000.000000 Penalty: 6005.861816
	Iteration 111Q: 3 clusters Score -2.4999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 176353 members 
Entering Unmasked Estep 
Score: -24999002.000000 Penalty: 6005.861816
	Iteration 112Q: 3 clusters Score -2.4999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 176368 members 
Entering Unmasked Estep 
Score: -24999006.000000 Penalty: 6005.861816
	Iteration 113Q: 3 clusters Score -2.499901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 176382 members 
Entering Unmasked Estep 
Score: -24998972.000000 Penalty: 6005.861816
	Iteration 114Q: 3 clusters Score -2.499897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 176396 members 
Entering Unmasked Estep 
Score: -24998992.000000 Penalty: 6005.861816
	Iteration 115Q: 3 clusters Score -2.499899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 176411 members 
Entering Unmasked Estep 
Score: -24998990.000000 Penalty: 6005.861816
	Iteration 116Q: 3 clusters Score -2.499899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 176433 members 
Entering Unmasked Estep 
Score: -24998966.000000 Penalty: 6005.861816
	Iteration 117Q: 3 clusters Score -2.499897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 176459 members 
Entering Unmasked Estep 
Score: -24998984.000000 Penalty: 6005.861816
	Iteration 118Q: 3 clusters Score -2.499898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 176484 members 
Entering Unmasked Estep 
Score: -24998974.000000 Penalty: 6005.861816
	Iteration 119Q: 3 clusters Score -2.499897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 176507 members 
Entering Unmasked Estep 
Score: -24998952.000000 Penalty: 6005.861816
	Iteration 120F: 3 clusters Score -2.499895e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 176531 members 
Entering Unmasked Estep 
Score: -24998954.000000 Penalty: 6005.861816
	Iteration 121Q: 3 clusters Score -2.499895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 176551 members 
Entering Unmasked Estep 
Score: -24998914.000000 Penalty: 6005.861816
	Iteration 122Q: 3 clusters Score -2.499891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 176563 members 
Entering Unmasked Estep 
Score: -24998910.000000 Penalty: 6005.861816
	Iteration 123Q: 3 clusters Score -2.499891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 176574 members 
Entering Unmasked Estep 
Score: -24998924.000000 Penalty: 6005.861816
	Iteration 124Q: 3 clusters Score -2.499892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 176580 members 
Entering Unmasked Estep 
Score: -24998924.000000 Penalty: 6005.861816
	Iteration 125Q: 3 clusters Score -2.499892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 176584 members 
Entering Unmasked Estep 
Score: -24998928.000000 Penalty: 6005.861816
	Iteration 126Q: 3 clusters Score -2.499893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 176587 members 
Entering Unmasked Estep 
Score: -24998930.000000 Penalty: 6005.861816
	Iteration 127Q: 3 clusters Score -2.499893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 176589 members 
Entering Unmasked Estep 
Score: -24998930.000000 Penalty: 6005.861816
	Iteration 128Q: 3 clusters Score -2.499893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 176591 members 
Entering Unmasked Estep 
Score: -24998926.000000 Penalty: 6005.861816
	Iteration 129Q: 3 clusters Score -2.499893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 176593 members 
Entering Unmasked Estep 
Score: -24998928.000000 Penalty: 6005.861816
	Iteration 130Q: 3 clusters Score -2.499893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 176595 members 
Entering Unmasked Estep 
Score: -24998922.000000 Penalty: 6005.861816
	Iteration 131Q: 3 clusters Score -2.499892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 176596 members 
Entering Unmasked Estep 
Score: -24998918.000000 Penalty: 6005.861816
	Iteration 132Q: 3 clusters Score -2.499892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 176596 members 
Entering Unmasked Estep 
Score: -24998918.000000 Penalty: 6005.861816
	Iteration 133F: 3 clusters Score -2.499892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -84037.031250 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -84037.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82372.687500 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -82372.69 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82768.406250 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -82768.41 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83204.023438 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -83204.02 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83949.796875 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -83949.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -84453.843750 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -84453.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84597.414062 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -84597.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -84673.289062 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -84673.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -84723.429688 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -84723.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -84743.867188 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -84743.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84749.296875 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -84749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -84750.859375 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -84750.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -84750.859375 Penalty: 3264.684326
	Iteration 11F: 3 clusters Score -84750.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 81865 members 
Mstep: Class 3 contains 43532 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 151343 members 
Mstep: Class 10 contains 181424 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 167447 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 136819 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 555 members 
Entering Unmasked Estep 
Score: -137450944.000000 Penalty: 78884.125000
Splitting cluster 11 changes total score from -137451952.000000 to -137450944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (53100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Entering Unmasked Estep 
Score: -7155205.000000 Penalty: 2698.223145
	Iteration 0F: 2 clusters Score -7155205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -7119376.500000 Penalty: 5396.446289
	Iteration 0F: 3 clusters Score -7119376 nChanged 24631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -7133135.500000 Penalty: 5396.446289
	Iteration 1F: 3 clusters Score -7133136 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -7133759.500000 Penalty: 5396.446289
	Iteration 2Q: 3 clusters Score -7133760 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -7134366.000000 Penalty: 5396.446289
	Iteration 3Q: 3 clusters Score -7134366 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -7135073.000000 Penalty: 5396.446289
	Iteration 4Q: 3 clusters Score -7135073 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -7136048.500000 Penalty: 5396.446289
	Iteration 5Q: 3 clusters Score -7136048 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -7137412.500000 Penalty: 5396.446289
	Iteration 6F: 3 clusters Score -7137412 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -7139234.500000 Penalty: 5396.446289
	Iteration 7F: 3 clusters Score -7139234 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -7141164.500000 Penalty: 5396.446289
	Iteration 8F: 3 clusters Score -7141164 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -7143101.000000 Penalty: 5396.446289
	Iteration 9F: 3 clusters Score -7143101 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -7144645.500000 Penalty: 5396.446289
	Iteration 10Q: 3 clusters Score -7144646 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -7146174.500000 Penalty: 5396.446289
	Iteration 11Q: 3 clusters Score -7146174 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -7147863.500000 Penalty: 5396.446289
	Iteration 12Q: 3 clusters Score -7147864 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -7149714.500000 Penalty: 5396.446289
	Iteration 13Q: 3 clusters Score -7149714 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -7151309.000000 Penalty: 5396.446289
	Iteration 14Q: 3 clusters Score -7151309 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -7152177.000000 Penalty: 5396.446289
	Iteration 15Q: 3 clusters Score -7152177 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -7152561.000000 Penalty: 5396.446289
	Iteration 16Q: 3 clusters Score -7152561 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -7152737.500000 Penalty: 5396.446289
	Iteration 17Q: 3 clusters Score -7152738 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -7152821.000000 Penalty: 5396.446289
	Iteration 18Q: 3 clusters Score -7152821 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -7152857.000000 Penalty: 5396.446289
	Iteration 19Q: 3 clusters Score -7152857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -7152890.500000 Penalty: 5396.446289
	Iteration 20F: 3 clusters Score -7152890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -7152896.500000 Penalty: 5396.446289
	Iteration 21Q: 3 clusters Score -7152896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -7152911.000000 Penalty: 5396.446289
	Iteration 22Q: 3 clusters Score -7152911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -7152915.000000 Penalty: 5396.446289
	Iteration 23Q: 3 clusters Score -7152915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -7152921.000000 Penalty: 5396.446289
	Iteration 24Q: 3 clusters Score -7152921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -7152919.000000 Penalty: 5396.446289
	Iteration 25Q: 3 clusters Score -7152919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -7152926.500000 Penalty: 5396.446289
	Iteration 26Q: 3 clusters Score -7152926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -7152931.000000 Penalty: 5396.446289
	Iteration 27Q: 3 clusters Score -7152931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -7152933.500000 Penalty: 5396.446289
	Iteration 28Q: 3 clusters Score -7152934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -7152929.000000 Penalty: 5396.446289
	Iteration 29Q: 3 clusters Score -7152929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -7152928.500000 Penalty: 5396.446289
	Iteration 30Q: 3 clusters Score -7152928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -7152928.500000 Penalty: 5396.446289
	Iteration 31F: 3 clusters Score -7152928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -152883.312500 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -152883.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -150854.750000 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -150854.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -151153.187500 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -151153.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -151247.140625 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -151247.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -151292.578125 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -151292.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -151320.015625 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -151320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -151341.515625 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -151341.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -151354.796875 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -151354.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -151367.546875 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -151367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -151372.671875 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -151372.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -151378.546875 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -151378.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -151378.906250 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -151378.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -151378.906250 Penalty: 3497.290771
	Iteration 11F: 3 clusters Score -151378.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -107496.906250 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -107496.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105693.906250 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -105693.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105929.109375 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -105929.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105993.695312 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -105993.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -106030.101562 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -106030.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106059.992188 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -106060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -106084.062500 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -106084.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106130.054688 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -106130.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -106200.671875 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -106200.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -106255.156250 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -106255.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -106287.460938 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -106287.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -106300.484375 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -106300.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106308.062500 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -106308.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106313.726562 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -106313.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -106321.195312 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -106321.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -106332.164062 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -106332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -106339.859375 Penalty: 3345.637207
	Iteration 15Q: 3 clusters Score -106339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106346.664062 Penalty: 3345.637207
	Iteration 16Q: 3 clusters Score -106346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -106352.234375 Penalty: 3345.637207
	Iteration 17Q: 3 clusters Score -106352.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106360.257812 Penalty: 3345.637207
	Iteration 18Q: 3 clusters Score -106360.3 nChanged 3
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: -106364.726562 Penalty: 3345.637207
	Iteration 19Q: 3 clusters Score -106364.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106373.257812 Penalty: 3345.637207
	Iteration 20F: 3 clusters Score -106373.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106378.078125 Penalty: 3345.637207
	Iteration 21Q: 3 clusters Score -106378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -106383.703125 Penalty: 3345.637207
	Iteration 22Q: 3 clusters Score -106383.7 nChanged 3
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: -106389.859375 Penalty: 3345.637207
	Iteration 23Q: 3 clusters Score -106389.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -106394.250000 Penalty: 3345.637207
	Iteration 24Q: 3 clusters Score -106394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -106399.593750 Penalty: 3345.637207
	Iteration 25Q: 3 clusters Score -106399.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -106411.054688 Penalty: 3345.637207
	Iteration 26Q: 3 clusters Score -106411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -106417.421875 Penalty: 3345.637207
	Iteration 27Q: 3 clusters Score -106417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -106423.773438 Penalty: 3345.637207
	Iteration 28Q: 3 clusters Score -106423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -106431.773438 Penalty: 3345.637207
	Iteration 29Q: 3 clusters Score -106431.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -106441.421875 Penalty: 3345.637207
	Iteration 30Q: 3 clusters Score -106441.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -106498.671875 Penalty: 3345.637207
	Iteration 31Q: 3 clusters Score -106498.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -106539.500000 Penalty: 3345.637207
	Iteration 32Q: 3 clusters Score -106539.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -106575.703125 Penalty: 3345.637207
	Iteration 33Q: 3 clusters Score -106575.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -106590.750000 Penalty: 3345.637207
	Iteration 34Q: 3 clusters Score -106590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -106600.250000 Penalty: 3345.637207
	Iteration 35Q: 3 clusters Score -106600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -106606.828125 Penalty: 3345.637207
	Iteration 36Q: 3 clusters Score -106606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -106612.351562 Penalty: 3345.637207
	Iteration 37Q: 3 clusters Score -106612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -106621.820312 Penalty: 3345.637207
	Iteration 38Q: 3 clusters Score -106621.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -106630.828125 Penalty: 3345.637207
	Iteration 39Q: 3 clusters Score -106630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -106633.898438 Penalty: 3345.637207
	Iteration 40F: 3 clusters Score -106633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -106638.601562 Penalty: 3345.637207
	Iteration 41Q: 3 clusters Score -106638.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -106647.460938 Penalty: 3345.637207
	Iteration 42Q: 3 clusters Score -106647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -106650.093750 Penalty: 3345.637207
	Iteration 43Q: 3 clusters Score -106650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -106650.093750 Penalty: 3345.637207
	Iteration 44F: 3 clusters Score -106650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Entering Unmasked Estep 
Score: -570114.187500 Penalty: 2075.493408
	Iteration 0F: 2 clusters Score -570114.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -566026.187500 Penalty: 4150.986816
	Iteration 0F: 3 clusters Score -566026.2 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -567003.250000 Penalty: 4150.986816
	Iteration 1F: 3 clusters Score -567003.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -567369.875000 Penalty: 4150.986816
	Iteration 2F: 3 clusters Score -567369.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -567654.000000 Penalty: 4150.986816
	Iteration 3F: 3 clusters Score -567654 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -567831.937500 Penalty: 4150.986816
	Iteration 4F: 3 clusters Score -567831.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -567983.000000 Penalty: 4150.986816
	Iteration 5Q: 3 clusters Score -567983 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -568134.625000 Penalty: 4150.986816
	Iteration 6Q: 3 clusters Score -568134.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -568258.687500 Penalty: 4150.986816
	Iteration 7Q: 3 clusters Score -568258.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -568355.375000 Penalty: 4150.986816
	Iteration 8Q: 3 clusters Score -568355.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -568430.875000 Penalty: 4150.986816
	Iteration 9Q: 3 clusters Score -568430.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -568484.062500 Penalty: 4150.986816
	Iteration 10Q: 3 clusters Score -568484.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -568534.750000 Penalty: 4150.986816
	Iteration 11Q: 3 clusters Score -568534.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -568578.687500 Penalty: 4150.986816
	Iteration 12Q: 3 clusters Score -568578.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -568606.000000 Penalty: 4150.986816
	Iteration 13Q: 3 clusters Score -568606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -568626.500000 Penalty: 4150.986816
	Iteration 14Q: 3 clusters Score -568626.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -568646.625000 Penalty: 4150.986816
	Iteration 15Q: 3 clusters Score -568646.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -568662.937500 Penalty: 4150.986816
	Iteration 16Q: 3 clusters Score -568662.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -568672.250000 Penalty: 4150.986816
	Iteration 17Q: 3 clusters Score -568672.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -568678.937500 Penalty: 4150.986816
	Iteration 18Q: 3 clusters Score -568678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -568683.250000 Penalty: 4150.986816
	Iteration 19Q: 3 clusters Score -568683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -568686.812500 Penalty: 4150.986816
	Iteration 20F: 3 clusters Score -568686.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -568691.687500 Penalty: 4150.986816
	Iteration 21Q: 3 clusters Score -568691.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -568698.875000 Penalty: 4150.986816
	Iteration 22Q: 3 clusters Score -568698.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -568707.125000 Penalty: 4150.986816
	Iteration 23Q: 3 clusters Score -568707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -568711.000000 Penalty: 4150.986816
	Iteration 24Q: 3 clusters Score -568711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -568711.625000 Penalty: 4150.986816
	Iteration 25Q: 3 clusters Score -568711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -568712.625000 Penalty: 4150.986816
	Iteration 26Q: 3 clusters Score -568712.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -568712.625000 Penalty: 4150.986816
	Iteration 27F: 3 clusters Score -568712.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Entering Unmasked Estep 
Score: -23055800.000000 Penalty: 2983.048828
	Iteration 0F: 2 clusters Score -2.30558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -22945686.000000 Penalty: 5966.097656
	Iteration 0F: 3 clusters Score -2.294569e+07 nChanged 80183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82585 members 
Mstep: Class 2 contains 84862 members 
Entering Unmasked Estep 
Score: -22992698.000000 Penalty: 5966.097656
	Iteration 1F: 3 clusters Score -2.29927e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81322 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -22993870.000000 Penalty: 5966.097656
	Iteration 2Q: 3 clusters Score -2.299387e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -22995608.000000 Penalty: 5966.097656
	Iteration 3Q: 3 clusters Score -2.299561e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -22997760.000000 Penalty: 5966.097656
	Iteration 4Q: 3 clusters Score -2.299776e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 95557 members 
Entering Unmasked Estep 
Score: -23001470.000000 Penalty: 5966.097656
	Iteration 5Q: 3 clusters Score -2.300147e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 101489 members 
Entering Unmasked Estep 
Score: -23007014.000000 Penalty: 5966.097656
	Iteration 6F: 3 clusters Score -2.300701e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 108925 members 
Entering Unmasked Estep 
Score: -23014050.000000 Penalty: 5966.097656
	Iteration 7F: 3 clusters Score -2.301405e+07 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 117089 members 
Entering Unmasked Estep 
Score: -23022602.000000 Penalty: 5966.097656
	Iteration 8F: 3 clusters Score -2.30226e+07 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 124957 members 
Entering Unmasked Estep 
Score: -23031038.000000 Penalty: 5966.097656
	Iteration 9F: 3 clusters Score -2.303104e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 131265 members 
Entering Unmasked Estep 
Score: -23037816.000000 Penalty: 5966.097656
	Iteration 10F: 3 clusters Score -2.303782e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 135784 members 
Entering Unmasked Estep 
Score: -23042152.000000 Penalty: 5966.097656
	Iteration 11Q: 3 clusters Score -2.304215e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 139377 members 
Entering Unmasked Estep 
Score: -23044572.000000 Penalty: 5966.097656
	Iteration 12Q: 3 clusters Score -2.304457e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 142478 members 
Entering Unmasked Estep 
Score: -23046178.000000 Penalty: 5966.097656
	Iteration 13Q: 3 clusters Score -2.304618e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 145357 members 
Entering Unmasked Estep 
Score: -23047356.000000 Penalty: 5966.097656
	Iteration 14Q: 3 clusters Score -2.304736e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 147919 members 
Entering Unmasked Estep 
Score: -23048444.000000 Penalty: 5966.097656
	Iteration 15Q: 3 clusters Score -2.304844e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 150184 members 
Entering Unmasked Estep 
Score: -23049278.000000 Penalty: 5966.097656
	Iteration 16Q: 3 clusters Score -2.304928e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 152236 members 
Entering Unmasked Estep 
Score: -23050042.000000 Penalty: 5966.097656
	Iteration 17Q: 3 clusters Score -2.305004e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 154087 members 
Entering Unmasked Estep 
Score: -23050796.000000 Penalty: 5966.097656
	Iteration 18Q: 3 clusters Score -2.30508e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 155700 members 
Entering Unmasked Estep 
Score: -23051450.000000 Penalty: 5966.097656
	Iteration 19Q: 3 clusters Score -2.305145e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 157138 members 
Entering Unmasked Estep 
Score: -23051916.000000 Penalty: 5966.097656
	Iteration 20F: 3 clusters Score -2.305192e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 158425 members 
Entering Unmasked Estep 
Score: -23052382.000000 Penalty: 5966.097656
	Iteration 21Q: 3 clusters Score -2.305238e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 159499 members 
Entering Unmasked Estep 
Score: -23052604.000000 Penalty: 5966.097656
	Iteration 22Q: 3 clusters Score -2.30526e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 160423 members 
Entering Unmasked Estep 
Score: -23052860.000000 Penalty: 5966.097656
	Iteration 23Q: 3 clusters Score -2.305286e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 161247 members 
Entering Unmasked Estep 
Score: -23053244.000000 Penalty: 5966.097656
	Iteration 24Q: 3 clusters Score -2.305324e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 161884 members 
Entering Unmasked Estep 
Score: -23053368.000000 Penalty: 5966.097656
	Iteration 25Q: 3 clusters Score -2.305337e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 162439 members 
Entering Unmasked Estep 
Score: -23053530.000000 Penalty: 5966.097656
	Iteration 26Q: 3 clusters Score -2.305353e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 162921 members 
Entering Unmasked Estep 
Score: -23053658.000000 Penalty: 5966.097656
	Iteration 27Q: 3 clusters Score -2.305366e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 163320 members 
Entering Unmasked Estep 
Score: -23053718.000000 Penalty: 5966.097656
	Iteration 28Q: 3 clusters Score -2.305372e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 163628 members 
Entering Unmasked Estep 
Score: -23053788.000000 Penalty: 5966.097656
	Iteration 29Q: 3 clusters Score -2.305379e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 163857 members 
Entering Unmasked Estep 
Score: -23053818.000000 Penalty: 5966.097656
	Iteration 30Q: 3 clusters Score -2.305382e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 164061 members 
Entering Unmasked Estep 
Score: -23053856.000000 Penalty: 5966.097656
	Iteration 31Q: 3 clusters Score -2.305386e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -23053826.000000 Penalty: 5966.097656
	Iteration 32Q: 3 clusters Score -2.305383e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 164325 members 
Entering Unmasked Estep 
Score: -23053856.000000 Penalty: 5966.097656
	Iteration 33Q: 3 clusters Score -2.305386e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 164423 members 
Entering Unmasked Estep 
Score: -23053812.000000 Penalty: 5966.097656
	Iteration 34Q: 3 clusters Score -2.305381e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 164521 members 
Entering Unmasked Estep 
Score: -23053808.000000 Penalty: 5966.097656
	Iteration 35Q: 3 clusters Score -2.305381e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 164598 members 
Entering Unmasked Estep 
Score: -23053846.000000 Penalty: 5966.097656
	Iteration 36Q: 3 clusters Score -2.305385e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 164667 members 
Entering Unmasked Estep 
Score: -23053876.000000 Penalty: 5966.097656
	Iteration 37Q: 3 clusters Score -2.305388e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 164722 members 
Entering Unmasked Estep 
Score: -23053872.000000 Penalty: 5966.097656
	Iteration 38Q: 3 clusters Score -2.305387e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 164761 members 
Entering Unmasked Estep 
Score: -23053886.000000 Penalty: 5966.097656
	Iteration 39Q: 3 clusters Score -2.305389e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 164800 members 
Entering Unmasked Estep 
Score: -23053858.000000 Penalty: 5966.097656
	Iteration 40F: 3 clusters Score -2.305386e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 164826 members 
Entering Unmasked Estep 
Score: -23053868.000000 Penalty: 5966.097656
	Iteration 41Q: 3 clusters Score -2.305387e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 164853 members 
Entering Unmasked Estep 
Score: -23053860.000000 Penalty: 5966.097656
	Iteration 42Q: 3 clusters Score -2.305386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 164882 members 
Entering Unmasked Estep 
Score: -23053864.000000 Penalty: 5966.097656
	Iteration 43Q: 3 clusters Score -2.305386e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 164907 members 
Entering Unmasked Estep 
Score: -23053860.000000 Penalty: 5966.097656
	Iteration 44Q: 3 clusters Score -2.305386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 164924 members 
Entering Unmasked Estep 
Score: -23053878.000000 Penalty: 5966.097656
	Iteration 45Q: 3 clusters Score -2.305388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 164936 members 
Entering Unmasked Estep 
Score: -23053870.000000 Penalty: 5966.097656
	Iteration 46Q: 3 clusters Score -2.305387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 164950 members 
Entering Unmasked Estep 
Score: -23053886.000000 Penalty: 5966.097656
	Iteration 47Q: 3 clusters Score -2.305389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 164957 members 
Entering Unmasked Estep 
Score: -23053896.000000 Penalty: 5966.097656
	Iteration 48Q: 3 clusters Score -2.30539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 164969 members 
Entering Unmasked Estep 
Score: -23053902.000000 Penalty: 5966.097656
	Iteration 49Q: 3 clusters Score -2.30539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 164983 members 
Entering Unmasked Estep 
Score: -23053904.000000 Penalty: 5966.097656
	Iteration 50Q: 3 clusters Score -2.30539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 164995 members 
Entering Unmasked Estep 
Score: -23053900.000000 Penalty: 5966.097656
	Iteration 51Q: 3 clusters Score -2.30539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -23053904.000000 Penalty: 5966.097656
	Iteration 52Q: 3 clusters Score -2.30539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 165010 members 
Entering Unmasked Estep 
Score: -23053896.000000 Penalty: 5966.097656
	Iteration 53Q: 3 clusters Score -2.30539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -23053912.000000 Penalty: 5966.097656
	Iteration 54Q: 3 clusters Score -2.305391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -23053920.000000 Penalty: 5966.097656
	Iteration 55Q: 3 clusters Score -2.305392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 165034 members 
Entering Unmasked Estep 
Score: -23053898.000000 Penalty: 5966.097656
	Iteration 56Q: 3 clusters Score -2.30539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 165038 members 
Entering Unmasked Estep 
Score: -23053916.000000 Penalty: 5966.097656
	Iteration 57Q: 3 clusters Score -2.305392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 165038 members 
Entering Unmasked Estep 
Score: -23053914.000000 Penalty: 5966.097656
	Iteration 58Q: 3 clusters Score -2.305391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 165040 members 
Entering Unmasked Estep 
Score: -23053918.000000 Penalty: 5966.097656
	Iteration 59Q: 3 clusters Score -2.305392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 165043 members 
Entering Unmasked Estep 
Score: -23053926.000000 Penalty: 5966.097656
	Iteration 60F: 3 clusters Score -2.305393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 165050 members 
Entering Unmasked Estep 
Score: -23053928.000000 Penalty: 5966.097656
	Iteration 61Q: 3 clusters Score -2.305393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 165056 members 
Entering Unmasked Estep 
Score: -23053906.000000 Penalty: 5966.097656
	Iteration 62Q: 3 clusters Score -2.305391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 165064 members 
Entering Unmasked Estep 
Score: -23053904.000000 Penalty: 5966.097656
	Iteration 63Q: 3 clusters Score -2.30539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 165070 members 
Entering Unmasked Estep 
Score: -23053898.000000 Penalty: 5966.097656
	Iteration 64Q: 3 clusters Score -2.30539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -23053894.000000 Penalty: 5966.097656
	Iteration 65Q: 3 clusters Score -2.305389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 165074 members 
Entering Unmasked Estep 
Score: -23053896.000000 Penalty: 5966.097656
	Iteration 66Q: 3 clusters Score -2.30539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -23053894.000000 Penalty: 5966.097656
	Iteration 67Q: 3 clusters Score -2.305389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 165078 members 
Entering Unmasked Estep 
Score: -23053886.000000 Penalty: 5966.097656
	Iteration 68Q: 3 clusters Score -2.305389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 165080 members 
Entering Unmasked Estep 
Score: -23053886.000000 Penalty: 5966.097656
	Iteration 69Q: 3 clusters Score -2.305389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 165082 members 
Entering Unmasked Estep 
Score: -23053894.000000 Penalty: 5966.097656
	Iteration 70Q: 3 clusters Score -2.305389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -23053892.000000 Penalty: 5966.097656
	Iteration 71Q: 3 clusters Score -2.305389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -23053892.000000 Penalty: 5966.097656
	Iteration 72F: 3 clusters Score -2.305389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Entering Unmasked Estep 
Score: -3910978.750000 Penalty: 2546.616943
	Iteration 0F: 2 clusters Score -3910979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3891072.500000 Penalty: 5093.233887
	Iteration 0F: 3 clusters Score -3891072 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3898153.750000 Penalty: 5093.233887
	Iteration 1F: 3 clusters Score -3898154 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3898745.000000 Penalty: 5093.233887
	Iteration 2F: 3 clusters Score -3898745 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3899375.250000 Penalty: 5093.233887
	Iteration 3Q: 3 clusters Score -3899375 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3900108.750000 Penalty: 5093.233887
	Iteration 4Q: 3 clusters Score -3900109 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3900960.500000 Penalty: 5093.233887
	Iteration 5F: 3 clusters Score -3900960 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3901858.250000 Penalty: 5093.233887
	Iteration 6F: 3 clusters Score -3901858 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3902767.250000 Penalty: 5093.233887
	Iteration 7F: 3 clusters Score -3902767 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3903647.500000 Penalty: 5093.233887
	Iteration 8F: 3 clusters Score -3903648 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3904510.750000 Penalty: 5093.233887
	Iteration 9Q: 3 clusters Score -3904511 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3905348.000000 Penalty: 5093.233887
	Iteration 10Q: 3 clusters Score -3905348 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3906157.000000 Penalty: 5093.233887
	Iteration 11Q: 3 clusters Score -3906157 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3906803.500000 Penalty: 5093.233887
	Iteration 12Q: 3 clusters Score -3906804 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3907314.250000 Penalty: 5093.233887
	Iteration 13Q: 3 clusters Score -3907314 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3907739.750000 Penalty: 5093.233887
	Iteration 14Q: 3 clusters Score -3907740 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3908060.500000 Penalty: 5093.233887
	Iteration 15Q: 3 clusters Score -3908060 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3908327.500000 Penalty: 5093.233887
	Iteration 16Q: 3 clusters Score -3908328 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3908534.250000 Penalty: 5093.233887
	Iteration 17Q: 3 clusters Score -3908534 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3908691.250000 Penalty: 5093.233887
	Iteration 18Q: 3 clusters Score -3908691 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3908811.500000 Penalty: 5093.233887
	Iteration 19Q: 3 clusters Score -3908812 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3908920.250000 Penalty: 5093.233887
	Iteration 20F: 3 clusters Score -3908920 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3908986.250000 Penalty: 5093.233887
	Iteration 21Q: 3 clusters Score -3908986 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3909039.750000 Penalty: 5093.233887
	Iteration 22Q: 3 clusters Score -3909040 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3909077.000000 Penalty: 5093.233887
	Iteration 23Q: 3 clusters Score -3909077 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -3909116.750000 Penalty: 5093.233887
	Iteration 24Q: 3 clusters Score -3909117 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3909146.500000 Penalty: 5093.233887
	Iteration 25Q: 3 clusters Score -3909146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3909174.750000 Penalty: 5093.233887
	Iteration 26Q: 3 clusters Score -3909175 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3909198.500000 Penalty: 5093.233887
	Iteration 27Q: 3 clusters Score -3909198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3909220.500000 Penalty: 5093.233887
	Iteration 28Q: 3 clusters Score -3909220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3909230.250000 Penalty: 5093.233887
	Iteration 29Q: 3 clusters Score -3909230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3909237.250000 Penalty: 5093.233887
	Iteration 30Q: 3 clusters Score -3909237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3909241.750000 Penalty: 5093.233887
	Iteration 31Q: 3 clusters Score -3909242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3909257.000000 Penalty: 5093.233887
	Iteration 32Q: 3 clusters Score -3909257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3909261.750000 Penalty: 5093.233887
	Iteration 33Q: 3 clusters Score -3909262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3909263.750000 Penalty: 5093.233887
	Iteration 34Q: 3 clusters Score -3909264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3909271.000000 Penalty: 5093.233887
	Iteration 35Q: 3 clusters Score -3909271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3909283.000000 Penalty: 5093.233887
	Iteration 36Q: 3 clusters Score -3909283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3909280.250000 Penalty: 5093.233887
	Iteration 37Q: 3 clusters Score -3909280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3909275.500000 Penalty: 5093.233887
	Iteration 38Q: 3 clusters Score -3909276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3909284.500000 Penalty: 5093.233887
	Iteration 39Q: 3 clusters Score -3909284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3909285.500000 Penalty: 5093.233887
	Iteration 40F: 3 clusters Score -3909286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3909281.500000 Penalty: 5093.233887
	Iteration 41Q: 3 clusters Score -3909282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3909284.500000 Penalty: 5093.233887
	Iteration 42Q: 3 clusters Score -3909284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3909286.000000 Penalty: 5093.233887
	Iteration 43Q: 3 clusters Score -3909286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3909286.250000 Penalty: 5093.233887
	Iteration 44Q: 3 clusters Score -3909286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3909289.250000 Penalty: 5093.233887
	Iteration 45Q: 3 clusters Score -3909289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3909289.250000 Penalty: 5093.233887
	Iteration 46F: 3 clusters Score -3909289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -160940.218750 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -160940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -158849.953125 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -158850 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -159166.484375 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -159166.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159276.734375 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -159276.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159339.031250 Penalty: 3517.504150
	Iteration 3Q: 3 clusters Score -159339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159372.984375 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -159373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159399.015625 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -159399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -159419.250000 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -159419.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -159429.593750 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -159429.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -159438.234375 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -159438.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -159464.031250 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -159464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159473.765625 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -159473.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159483.656250 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -159483.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -159494.000000 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -159494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159504.078125 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -159504.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -159522.640625 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -159522.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159556.359375 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -159556.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159583.390625 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -159583.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159609.593750 Penalty: 3517.504150
	Iteration 17Q: 3 clusters Score -159609.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159652.656250 Penalty: 3517.504150
	Iteration 18Q: 3 clusters Score -159652.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159684.859375 Penalty: 3517.504150
	Iteration 19Q: 3 clusters Score -159684.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -159697.703125 Penalty: 3517.504150
	Iteration 20F: 3 clusters Score -159697.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159707.234375 Penalty: 3517.504150
	Iteration 21Q: 3 clusters Score -159707.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -159719.031250 Penalty: 3517.504150
	Iteration 22Q: 3 clusters Score -159719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -159724.875000 Penalty: 3517.504150
	Iteration 23Q: 3 clusters Score -159724.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -159734.234375 Penalty: 3517.504150
	Iteration 24Q: 3 clusters Score -159734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -159743.000000 Penalty: 3517.504150
	Iteration 25Q: 3 clusters Score -159743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -159750.453125 Penalty: 3517.504150
	Iteration 26Q: 3 clusters Score -159750.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -159754.765625 Penalty: 3517.504150
	Iteration 27Q: 3 clusters Score -159754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -159758.968750 Penalty: 3517.504150
	Iteration 28Q: 3 clusters Score -159759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -159758.968750 Penalty: 3517.504150
	Iteration 29F: 3 clusters Score -159759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (136819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136819 members 
Entering Unmasked Estep 
Score: -18878856.000000 Penalty: 2932.950684
	Iteration 0F: 2 clusters Score -1.887886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -18787748.000000 Penalty: 5865.901367
	Iteration 0F: 3 clusters Score -1.878775e+07 nChanged 65184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -18824456.000000 Penalty: 5865.901367
	Iteration 1F: 3 clusters Score -1.882446e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -18825344.000000 Penalty: 5865.901367
	Iteration 2Q: 3 clusters Score -1.882534e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -18826222.000000 Penalty: 5865.901367
	Iteration 3Q: 3 clusters Score -1.882622e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -18827484.000000 Penalty: 5865.901367
	Iteration 4Q: 3 clusters Score -1.882748e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -18829456.000000 Penalty: 5865.901367
	Iteration 5Q: 3 clusters Score -1.882946e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -18832858.000000 Penalty: 5865.901367
	Iteration 6F: 3 clusters Score -1.883286e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 96668 members 
Entering Unmasked Estep 
Score: -18839178.000000 Penalty: 5865.901367
	Iteration 7F: 3 clusters Score -1.883918e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 108152 members 
Entering Unmasked Estep 
Score: -18848784.000000 Penalty: 5865.901367
	Iteration 8F: 3 clusters Score -1.884878e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 120141 members 
Entering Unmasked Estep 
Score: -18860412.000000 Penalty: 5865.901367
	Iteration 9F: 3 clusters Score -1.886041e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 129215 members 
Entering Unmasked Estep 
Score: -18869552.000000 Penalty: 5865.901367
	Iteration 10F: 3 clusters Score -1.886955e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 133866 members 
Entering Unmasked Estep 
Score: -18874024.000000 Penalty: 5865.901367
	Iteration 11Q: 3 clusters Score -1.887402e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 135533 members 
Entering Unmasked Estep 
Score: -18875478.000000 Penalty: 5865.901367
	Iteration 12Q: 3 clusters Score -1.887548e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 136102 members 
Entering Unmasked Estep 
Score: -18875980.000000 Penalty: 5865.901367
	Iteration 13Q: 3 clusters Score -1.887598e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 136277 members 
Entering Unmasked Estep 
Score: -18876128.000000 Penalty: 5865.901367
	Iteration 14Q: 3 clusters Score -1.887613e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 136357 members 
Entering Unmasked Estep 
Score: -18876228.000000 Penalty: 5865.901367
	Iteration 15Q: 3 clusters Score -1.887623e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 136402 members 
Entering Unmasked Estep 
Score: -18876312.000000 Penalty: 5865.901367
	Iteration 16Q: 3 clusters Score -1.887631e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 136416 members 
Entering Unmasked Estep 
Score: -18876358.000000 Penalty: 5865.901367
	Iteration 17Q: 3 clusters Score -1.887636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 136427 members 
Entering Unmasked Estep 
Score: -18876386.000000 Penalty: 5865.901367
	Iteration 18Q: 3 clusters Score -1.887639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 136431 members 
Entering Unmasked Estep 
Score: -18876418.000000 Penalty: 5865.901367
	Iteration 19Q: 3 clusters Score -1.887642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 136434 members 
Entering Unmasked Estep 
Score: -18876416.000000 Penalty: 5865.901367
	Iteration 20F: 3 clusters Score -1.887642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 136438 members 
Entering Unmasked Estep 
Score: -18876430.000000 Penalty: 5865.901367
	Iteration 21Q: 3 clusters Score -1.887643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 136440 members 
Entering Unmasked Estep 
Score: -18876430.000000 Penalty: 5865.901367
	Iteration 22Q: 3 clusters Score -1.887643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 136440 members 
Entering Unmasked Estep 
Score: -18876432.000000 Penalty: 5865.901367
	Iteration 23Q: 3 clusters Score -1.887643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 136440 members 
Entering Unmasked Estep 
Score: -18876438.000000 Penalty: 5865.901367
	Iteration 24Q: 3 clusters Score -1.887644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 136442 members 
Entering Unmasked Estep 
Score: -18876436.000000 Penalty: 5865.901367
	Iteration 25Q: 3 clusters Score -1.887644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 136443 members 
Entering Unmasked Estep 
Score: -18876438.000000 Penalty: 5865.901367
	Iteration 26Q: 3 clusters Score -1.887644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 136444 members 
Entering Unmasked Estep 
Score: -18876432.000000 Penalty: 5865.901367
	Iteration 27Q: 3 clusters Score -1.887643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 136443 members 
Entering Unmasked Estep 
Score: -18876442.000000 Penalty: 5865.901367
	Iteration 28Q: 3 clusters Score -1.887644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 136442 members 
Entering Unmasked Estep 
Score: -18876442.000000 Penalty: 5865.901367
	Iteration 29Q: 3 clusters Score -1.887644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 136443 members 
Entering Unmasked Estep 
Score: -18876454.000000 Penalty: 5865.901367
	Iteration 30Q: 3 clusters Score -1.887645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 136444 members 
Entering Unmasked Estep 
Score: -18876446.000000 Penalty: 5865.901367
	Iteration 31Q: 3 clusters Score -1.887645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 136444 members 
Entering Unmasked Estep 
Score: -18876446.000000 Penalty: 5865.901367
	Iteration 32Q: 3 clusters Score -1.887645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 136445 members 
Entering Unmasked Estep 
Score: -18876444.000000 Penalty: 5865.901367
	Iteration 33Q: 3 clusters Score -1.887644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 136446 members 
Entering Unmasked Estep 
Score: -18876440.000000 Penalty: 5865.901367
	Iteration 34Q: 3 clusters Score -1.887644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 136448 members 
Entering Unmasked Estep 
Score: -18876444.000000 Penalty: 5865.901367
	Iteration 35Q: 3 clusters Score -1.887644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 136448 members 
Entering Unmasked Estep 
Score: -18876444.000000 Penalty: 5865.901367
	Iteration 36F: 3 clusters Score -1.887644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -80969.242188 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -80969.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79326.859375 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -79326.86 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79634.992188 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -79634.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79756.382812 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -79756.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79874.835938 Penalty: 3237.141602
	Iteration 3Q: 3 clusters Score -79874.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79949.578125 Penalty: 3237.141602
	Iteration 4Q: 3 clusters Score -79949.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80021.875000 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -80021.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80103.179688 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -80103.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80188.859375 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -80188.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80245.421875 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -80245.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80295.046875 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -80295.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80364.570312 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -80364.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80393.695312 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -80393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80402.335938 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -80402.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80406.000000 Penalty: 3237.141602
	Iteration 13Q: 3 clusters Score -80406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80418.265625 Penalty: 3237.141602
	Iteration 14Q: 3 clusters Score -80418.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80424.265625 Penalty: 3237.141602
	Iteration 15Q: 3 clusters Score -80424.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80433.226562 Penalty: 3237.141602
	Iteration 16Q: 3 clusters Score -80433.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80441.343750 Penalty: 3237.141602
	Iteration 17Q: 3 clusters Score -80441.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80447.234375 Penalty: 3237.141602
	Iteration 18Q: 3 clusters Score -80447.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -80459.500000 Penalty: 3237.141602
	Iteration 19Q: 3 clusters Score -80459.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80470.617188 Penalty: 3237.141602
	Iteration 20F: 3 clusters Score -80470.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80512.820312 Penalty: 3237.141602
	Iteration 21Q: 3 clusters Score -80512.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80570.632812 Penalty: 3237.141602
	Iteration 22Q: 3 clusters Score -80570.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80614.093750 Penalty: 3237.141602
	Iteration 23Q: 3 clusters Score -80614.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -80618.000000 Penalty: 3237.141602
	Iteration 24Q: 3 clusters Score -80618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80628.789062 Penalty: 3237.141602
	Iteration 25Q: 3 clusters Score -80628.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80634.671875 Penalty: 3237.141602
	Iteration 26Q: 3 clusters Score -80634.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80634.671875 Penalty: 3237.141602
	Iteration 27F: 3 clusters Score -80634.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -57314.660156 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -57314.66 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 251 members 
Entering Unmasked Estep 
Score: -55821.292969 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -55821.29 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56009.441406 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -56009.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56121.878906 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -56121.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56181.675781 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -56181.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56214.890625 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -56214.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56257.820312 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -56257.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56290.089844 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -56290.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56295.750000 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -56295.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56299.484375 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -56299.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56299.484375 Penalty: 3061.163330
	Iteration 9F: 3 clusters Score -56299.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -31824.111328 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -31824.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30600.775391 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -30600.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30667.173828 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -30667.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30678.839844 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -30678.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30678.839844 Penalty: 2738.644775
	Iteration 3F: 3 clusters Score -30678.84 nChanged 0
--- Evaluating fit on full set of 3042614 points ---
Entering Unmasked Estep 
Score: -404538304.000000 Penalty: 81448.406250
20->23 Clusters: Score -404538304.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1014204 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 51013 members 
Mstep: Class 3 contains 50428 members 
Mstep: Class 4 contains 50510 members 
Mstep: Class 5 contains 50303 members 
Mstep: Class 6 contains 50414 members 
Mstep: Class 7 contains 51060 members 
Mstep: Class 8 contains 50865 members 
Mstep: Class 9 contains 50469 members 
Mstep: Class 10 contains 50956 members 
Mstep: Class 11 contains 50754 members 
Mstep: Class 12 contains 51106 members 
Mstep: Class 13 contains 50822 members 
Mstep: Class 14 contains 50905 members 
Mstep: Class 15 contains 50578 members 
Mstep: Class 16 contains 50527 members 
Mstep: Class 17 contains 51062 members 
Mstep: Class 18 contains 50440 members 
Mstep: Class 19 contains 50622 members 
Mstep: Class 20 contains 50873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 413.574738 but Gain 3429.746094
Score: -132701256.000000 Penalty: 65165.144531
Iteration 0F: 20 clusters Score -1.327013e+08 nChanged 959036
Entering Unmasked Mstep 
Mstep: Class 0 contains 2373 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 3 contains 71667 members 
Mstep: Class 4 contains 179738 members 
Mstep: Class 5 contains 19588 members 
Mstep: Class 6 contains 6344 members 
Mstep: Class 7 contains 50905 members 
Mstep: Class 8 contains 82750 members 
Mstep: Class 9 contains 103984 members 
Mstep: Class 10 contains 23398 members 
Mstep: Class 11 contains 20893 members 
Mstep: Class 12 contains 12625 members 
Mstep: Class 13 contains 21059 members 
Mstep: Class 14 contains 50496 members 
Mstep: Class 15 contains 32257 members 
Mstep: Class 16 contains 8139 members 
Mstep: Class 17 contains 17340 members 
Mstep: Class 18 contains 145354 members 
Mstep: Class 19 contains 64083 members 
Mstep: Class 20 contains 18778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135828032.000000 Penalty: 65165.144531
Iteration 1F: 20 clusters Score -1.35828e+08 nChanged 319050
Entering Unmasked Mstep 
Mstep: Class 0 contains 2254 members 
Mstep: Class 1 contains 98674 members 
Mstep: Class 3 contains 72984 members 
Mstep: Class 4 contains 192991 members 
Mstep: Class 5 contains 9638 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 7 contains 52900 members 
Mstep: Class 8 contains 98201 members 
Mstep: Class 9 contains 91330 members 
Mstep: Class 10 contains 30402 members 
Mstep: Class 11 contains 16860 members 
Mstep: Class 12 contains 8073 members 
Mstep: Class 13 contains 9827 members 
Mstep: Class 14 contains 23996 members 
Mstep: Class 15 contains 22085 members 
Mstep: Class 16 contains 5044 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 197822 members 
Mstep: Class 19 contains 58613 members 
Mstep: Class 20 contains 13742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136331904.000000 Penalty: 65165.144531
Iteration 2F: 20 clusters Score -1.363319e+08 nChanged 217676
Entering Unmasked Mstep 
Mstep: Class 0 contains 1735 members 
Mstep: Class 1 contains 103449 members 
Mstep: Class 3 contains 63832 members 
Mstep: Class 4 contains 195494 members 
Mstep: Class 5 contains 5864 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 48252 members 
Mstep: Class 8 contains 102524 members 
Mstep: Class 9 contains 84085 members 
Mstep: Class 10 contains 41055 members 
Mstep: Class 11 contains 11716 members 
Mstep: Class 12 contains 5722 members 
Mstep: Class 13 contains 3370 members 
Mstep: Class 14 contains 10672 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 2822 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 234344 members 
Mstep: Class 19 contains 66856 members 
Mstep: Class 20 contains 12632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1526.034546 but Gain 3429.746094
Score: -136646480.000000 Penalty: 61735.398438
Iteration 3F: 19 clusters Score -1.366465e+08 nChanged 174319
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 3 contains 50773 members 
Mstep: Class 4 contains 220920 members 
Mstep: Class 5 contains 3882 members 
Mstep: Class 6 contains 2675 members 
Mstep: Class 7 contains 41445 members 
Mstep: Class 8 contains 101308 members 
Mstep: Class 9 contains 80186 members 
Mstep: Class 10 contains 46373 members 
Mstep: Class 11 contains 7581 members 
Mstep: Class 12 contains 4473 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 13672 members 
Mstep: Class 16 contains 1964 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 240265 members 
Mstep: Class 19 contains 79059 members 
Mstep: Class 20 contains 10932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2324.951172 but Gain 3429.742188
Score: -136850352.000000 Penalty: 58305.656250
Iteration 4F: 18 clusters Score -1.368504e+08 nChanged 143923
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 100081 members 
Mstep: Class 3 contains 39705 members 
Mstep: Class 4 contains 246804 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 37381 members 
Mstep: Class 8 contains 102492 members 
Mstep: Class 9 contains 82648 members 
Mstep: Class 10 contains 48197 members 
Mstep: Class 11 contains 5314 members 
Mstep: Class 12 contains 4111 members 
Mstep: Class 14 contains 3704 members 
Mstep: Class 15 contains 13852 members 
Mstep: Class 16 contains 1596 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 225821 members 
Mstep: Class 19 contains 89337 members 
Mstep: Class 20 contains 8812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136965728.000000 Penalty: 58305.656250
Iteration 5F: 18 clusters Score -1.369657e+08 nChanged 128232
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 3 contains 30290 members 
Mstep: Class 4 contains 268364 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 36094 members 
Mstep: Class 8 contains 106874 members 
Mstep: Class 9 contains 88155 members 
Mstep: Class 10 contains 47450 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 14 contains 2830 members 
Mstep: Class 15 contains 14951 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 199929 members 
Mstep: Class 19 contains 97519 members 
Mstep: Class 20 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137035008.000000 Penalty: 58305.656250
Iteration 6F: 18 clusters Score -1.37035e+08 nChanged 118537
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 103809 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 276407 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 36894 members 
Mstep: Class 8 contains 114276 members 
Mstep: Class 9 contains 96678 members 
Mstep: Class 10 contains 46357 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 4483 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 16151 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 176676 members 
Mstep: Class 19 contains 102828 members 
Mstep: Class 20 contains 5183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137085200.000000 Penalty: 58305.656250
Iteration 7F: 18 clusters Score -1.370852e+08 nChanged 106511
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108950 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 267360 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 38613 members 
Mstep: Class 8 contains 124072 members 
Mstep: Class 9 contains 108254 members 
Mstep: Class 10 contains 45540 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 12 contains 4720 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 162167 members 
Mstep: Class 19 contains 105526 members 
Mstep: Class 20 contains 4105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143120.000000 Penalty: 58305.656250
Iteration 8F: 18 clusters Score -1.371431e+08 nChanged 91420
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 114041 members 
Mstep: Class 3 contains 11665 members 
Mstep: Class 4 contains 252734 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 40230 members 
Mstep: Class 8 contains 133546 members 
Mstep: Class 9 contains 121256 members 
Mstep: Class 10 contains 44745 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 4735 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 17039 members 
Mstep: Class 16 contains 1765 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 154255 members 
Mstep: Class 19 contains 105456 members 
Mstep: Class 20 contains 3309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3023.930664 but Gain 3429.746094
Score: -137184768.000000 Penalty: 54875.910156
Iteration 9F: 17 clusters Score -1.371848e+08 nChanged 79581
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119293 members 
Mstep: Class 3 contains 8107 members 
Mstep: Class 4 contains 235816 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 41525 members 
Mstep: Class 8 contains 142784 members 
Mstep: Class 9 contains 136528 members 
Mstep: Class 10 contains 45003 members 
Mstep: Class 11 contains 2806 members 
Mstep: Class 12 contains 4610 members 
Mstep: Class 14 contains 2209 members 
Mstep: Class 15 contains 16327 members 
Mstep: Class 16 contains 1879 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 149161 members 
Mstep: Class 19 contains 103821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137218160.000000 Penalty: 54875.910156
Iteration 10F: 17 clusters Score -1.372182e+08 nChanged 67930
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 124788 members 
Mstep: Class 3 contains 5612 members 
Mstep: Class 4 contains 214046 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 42772 members 
Mstep: Class 8 contains 153332 members 
Mstep: Class 9 contains 152491 members 
Mstep: Class 10 contains 44457 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 15 contains 14974 members 
Mstep: Class 16 contains 2007 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 144464 members 
Mstep: Class 19 contains 101476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137248064.000000 Penalty: 54875.910156
Iteration 11F: 17 clusters Score -1.372481e+08 nChanged 61347
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 129266 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 193290 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 43894 members 
Mstep: Class 8 contains 163023 members 
Mstep: Class 9 contains 169896 members 
Mstep: Class 10 contains 43771 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 4246 members 
Mstep: Class 14 contains 2214 members 
Mstep: Class 15 contains 13155 members 
Mstep: Class 16 contains 2146 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 139542 members 
Mstep: Class 19 contains 98585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137269792.000000 Penalty: 54875.910156
Iteration 12F: 17 clusters Score -1.372698e+08 nChanged 57130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 132717 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 44890 members 
Mstep: Class 8 contains 170602 members 
Mstep: Class 9 contains 188760 members 
Mstep: Class 10 contains 43112 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 4071 members 
Mstep: Class 14 contains 2224 members 
Mstep: Class 15 contains 11194 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 134954 members 
Mstep: Class 19 contains 95406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2923.348633 but Gain 3429.742188
Score: -137288688.000000 Penalty: 51446.167969
Iteration 13F: 16 clusters Score -1.372887e+08 nChanged 56832
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 136336 members 
Mstep: Class 4 contains 156465 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 45892 members 
Mstep: Class 8 contains 175455 members 
Mstep: Class 9 contains 209238 members 
Mstep: Class 10 contains 42603 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 3951 members 
Mstep: Class 14 contains 2240 members 
Mstep: Class 15 contains 9390 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 130930 members 
Mstep: Class 19 contains 92063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137305232.000000 Penalty: 51446.167969
Iteration 14F: 16 clusters Score -1.373052e+08 nChanged 52907
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 139003 members 
Mstep: Class 4 contains 140286 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 46727 members 
Mstep: Class 8 contains 175889 members 
Mstep: Class 9 contains 230678 members 
Mstep: Class 10 contains 42192 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 127453 members 
Mstep: Class 19 contains 88455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137317952.000000 Penalty: 51446.167969
Iteration 15F: 16 clusters Score -1.37318e+08 nChanged 48986
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 4 contains 126664 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 47403 members 
Mstep: Class 8 contains 173590 members 
Mstep: Class 9 contains 252190 members 
Mstep: Class 10 contains 41993 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 12 contains 3575 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 6438 members 
Mstep: Class 16 contains 2773 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 124134 members 
Mstep: Class 19 contains 84792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137330416.000000 Penalty: 51446.167969
Iteration 16Q: 16 clusters Score -1.373304e+08 nChanged 46057
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 142723 members 
Mstep: Class 4 contains 115090 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 47785 members 
Mstep: Class 8 contains 169743 members 
Mstep: Class 9 contains 272579 members 
Mstep: Class 10 contains 42128 members 
Mstep: Class 11 contains 2964 members 
Mstep: Class 12 contains 3420 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 5794 members 
Mstep: Class 16 contains 2945 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 121294 members 
Mstep: Class 19 contains 81153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137333488.000000 Penalty: 51446.167969
Iteration 17Q: 16 clusters Score -1.373335e+08 nChanged 48362
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 145427 members 
Mstep: Class 4 contains 101243 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 48272 members 
Mstep: Class 8 contains 164902 members 
Mstep: Class 9 contains 293083 members 
Mstep: Class 10 contains 42932 members 
Mstep: Class 11 contains 3069 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 14 contains 2244 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 3095 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 118773 members 
Mstep: Class 19 contains 77801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137311216.000000 Penalty: 51446.167969
Iteration 18Q: 16 clusters Score -1.373112e+08 nChanged 51100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 150906 members 
Mstep: Class 4 contains 89042 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 49608 members 
Mstep: Class 8 contains 161006 members 
Mstep: Class 9 contains 303216 members 
Mstep: Class 10 contains 44986 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 6172 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 118244 members 
Mstep: Class 19 contains 74824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137293472.000000 Penalty: 51446.167969
Iteration 19F: 16 clusters Score -1.372935e+08 nChanged 45563
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 158347 members 
Mstep: Class 4 contains 80877 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 51705 members 
Mstep: Class 8 contains 158625 members 
Mstep: Class 9 contains 302122 members 
Mstep: Class 10 contains 47390 members 
Mstep: Class 11 contains 3469 members 
Mstep: Class 12 contains 2992 members 
Mstep: Class 14 contains 2241 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 3391 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 119667 members 
Mstep: Class 19 contains 72145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137294400.000000 Penalty: 51446.167969
Iteration 20F: 16 clusters Score -1.372944e+08 nChanged 38604
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166747 members 
Mstep: Class 4 contains 74384 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 54022 members 
Mstep: Class 8 contains 157788 members 
Mstep: Class 9 contains 296072 members 
Mstep: Class 10 contains 49102 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 14 contains 2223 members 
Mstep: Class 15 contains 7755 members 
Mstep: Class 16 contains 3544 members 
Mstep: Class 17 contains 1609 members 
Mstep: Class 18 contains 122005 members 
Mstep: Class 19 contains 69664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137305872.000000 Penalty: 51446.167969
Iteration 21Q: 16 clusters Score -1.373059e+08 nChanged 35516
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 175436 members 
Mstep: Class 4 contains 68485 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 56343 members 
Mstep: Class 8 contains 157552 members 
Mstep: Class 9 contains 288751 members 
Mstep: Class 10 contains 50004 members 
Mstep: Class 11 contains 4074 members 
Mstep: Class 12 contains 2640 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 15 contains 8692 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 1609 members 
Mstep: Class 18 contains 124681 members 
Mstep: Class 19 contains 67340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137320576.000000 Penalty: 51446.167969
Iteration 22Q: 16 clusters Score -1.373206e+08 nChanged 35640
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 183914 members 
Mstep: Class 4 contains 62789 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 58457 members 
Mstep: Class 8 contains 156937 members 
Mstep: Class 9 contains 282377 members 
Mstep: Class 10 contains 50424 members 
Mstep: Class 11 contains 4490 members 
Mstep: Class 12 contains 2490 members 
Mstep: Class 14 contains 2192 members 
Mstep: Class 15 contains 9618 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 1609 members 
Mstep: Class 18 contains 127329 members 
Mstep: Class 19 contains 65108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3370.375244 but Gain 3429.746094
Score: -137335040.000000 Penalty: 48016.421875
Iteration 23Q: 15 clusters Score -1.37335e+08 nChanged 37140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191584 members 
Mstep: Class 4 contains 57884 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 60508 members 
Mstep: Class 8 contains 156010 members 
Mstep: Class 9 contains 277295 members 
Mstep: Class 10 contains 50550 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 14 contains 2194 members 
Mstep: Class 15 contains 10648 members 
Mstep: Class 16 contains 3849 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 131304 members 
Mstep: Class 19 contains 63060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137350432.000000 Penalty: 48016.421875
Iteration 24Q: 15 clusters Score -1.373504e+08 nChanged 33864
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 196358 members 
Mstep: Class 4 contains 54225 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 62285 members 
Mstep: Class 8 contains 154510 members 
Mstep: Class 9 contains 273320 members 
Mstep: Class 10 contains 50591 members 
Mstep: Class 11 contains 5546 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 11467 members 
Mstep: Class 16 contains 3922 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 134567 members 
Mstep: Class 19 contains 60907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137360016.000000 Penalty: 48016.421875
Iteration 25Q: 15 clusters Score -1.3736e+08 nChanged 30990
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 198311 members 
Mstep: Class 4 contains 51945 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 63912 members 
Mstep: Class 8 contains 153053 members 
Mstep: Class 9 contains 270091 members 
Mstep: Class 10 contains 50609 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 3997 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 138370 members 
Mstep: Class 19 contains 58990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137366144.000000 Penalty: 48016.421875
Iteration 26Q: 15 clusters Score -1.373661e+08 nChanged 27539
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 197454 members 
Mstep: Class 4 contains 51106 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 65505 members 
Mstep: Class 8 contains 151801 members 
Mstep: Class 9 contains 267175 members 
Mstep: Class 10 contains 50604 members 
Mstep: Class 11 contains 6940 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 4065 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 142815 members 
Mstep: Class 19 contains 57271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137372784.000000 Penalty: 48016.421875
Iteration 27Q: 15 clusters Score -1.373728e+08 nChanged 24428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 194507 members 
Mstep: Class 4 contains 51424 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 67006 members 
Mstep: Class 8 contains 150808 members 
Mstep: Class 9 contains 264466 members 
Mstep: Class 10 contains 50556 members 
Mstep: Class 11 contains 7870 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 15 contains 13637 members 
Mstep: Class 16 contains 4132 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 147677 members 
Mstep: Class 19 contains 55648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137379504.000000 Penalty: 48016.421875
Iteration 28Q: 15 clusters Score -1.373795e+08 nChanged 21639
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 190203 members 
Mstep: Class 4 contains 52433 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 68326 members 
Mstep: Class 8 contains 149829 members 
Mstep: Class 9 contains 262258 members 
Mstep: Class 10 contains 50486 members 
Mstep: Class 11 contains 8821 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 14161 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 152828 members 
Mstep: Class 19 contains 54228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137386464.000000 Penalty: 48016.421875
Iteration 29Q: 15 clusters Score -1.373865e+08 nChanged 20296
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 184944 members 
Mstep: Class 4 contains 53906 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 69603 members 
Mstep: Class 8 contains 148694 members 
Mstep: Class 9 contains 260682 members 
Mstep: Class 10 contains 50348 members 
Mstep: Class 11 contains 9825 members 
Mstep: Class 14 contains 2126 members 
Mstep: Class 15 contains 14623 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 158094 members 
Mstep: Class 19 contains 52862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137390832.000000 Penalty: 48016.421875
Iteration 30Q: 15 clusters Score -1.373908e+08 nChanged 19336
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 179252 members 
Mstep: Class 4 contains 55579 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 70757 members 
Mstep: Class 8 contains 147441 members 
Mstep: Class 9 contains 259282 members 
Mstep: Class 10 contains 50188 members 
Mstep: Class 11 contains 10781 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 14996 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 163588 members 
Mstep: Class 19 contains 51701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137394192.000000 Penalty: 48016.421875
Iteration 31Q: 15 clusters Score -1.373942e+08 nChanged 18510
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 173545 members 
Mstep: Class 4 contains 57471 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 71834 members 
Mstep: Class 8 contains 145978 members 
Mstep: Class 9 contains 257899 members 
Mstep: Class 10 contains 50047 members 
Mstep: Class 11 contains 11679 members 
Mstep: Class 14 contains 2124 members 
Mstep: Class 15 contains 15321 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 169079 members 
Mstep: Class 19 contains 50711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137397888.000000 Penalty: 48016.421875
Iteration 32Q: 15 clusters Score -1.373979e+08 nChanged 17416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 4 contains 59416 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 72958 members 
Mstep: Class 8 contains 144400 members 
Mstep: Class 9 contains 256517 members 
Mstep: Class 10 contains 49968 members 
Mstep: Class 11 contains 12495 members 
Mstep: Class 14 contains 2125 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 174133 members 
Mstep: Class 19 contains 49830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137400624.000000 Penalty: 48016.421875
Iteration 33Q: 15 clusters Score -1.374006e+08 nChanged 16351
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 163789 members 
Mstep: Class 4 contains 61300 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 74009 members 
Mstep: Class 8 contains 142886 members 
Mstep: Class 9 contains 255238 members 
Mstep: Class 10 contains 49867 members 
Mstep: Class 11 contains 13224 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 15790 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 178369 members 
Mstep: Class 19 contains 49053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137403376.000000 Penalty: 48016.421875
Iteration 34Q: 15 clusters Score -1.374034e+08 nChanged 15190
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 160318 members 
Mstep: Class 4 contains 63172 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 74987 members 
Mstep: Class 8 contains 141406 members 
Mstep: Class 9 contains 254056 members 
Mstep: Class 10 contains 49796 members 
Mstep: Class 11 contains 13949 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 16001 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 181513 members 
Mstep: Class 19 contains 48324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137404992.000000 Penalty: 48016.421875
Iteration 35Q: 15 clusters Score -1.37405e+08 nChanged 14208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 157950 members 
Mstep: Class 4 contains 64941 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 75857 members 
Mstep: Class 8 contains 140077 members 
Mstep: Class 9 contains 252936 members 
Mstep: Class 10 contains 49729 members 
Mstep: Class 11 contains 14583 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 16181 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 183644 members 
Mstep: Class 19 contains 47623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137406816.000000 Penalty: 48016.421875
Iteration 36Q: 15 clusters Score -1.374068e+08 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 156504 members 
Mstep: Class 4 contains 66641 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 76738 members 
Mstep: Class 8 contains 138790 members 
Mstep: Class 9 contains 252065 members 
Mstep: Class 10 contains 49679 members 
Mstep: Class 11 contains 15116 members 
Mstep: Class 14 contains 2128 members 
Mstep: Class 15 contains 16345 members 
Mstep: Class 16 contains 4227 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 184603 members 
Mstep: Class 19 contains 47034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137408288.000000 Penalty: 48016.421875
Iteration 37Q: 15 clusters Score -1.374083e+08 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 155953 members 
Mstep: Class 4 contains 68208 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 77478 members 
Mstep: Class 8 contains 137651 members 
Mstep: Class 9 contains 251483 members 
Mstep: Class 10 contains 49624 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 14 contains 2127 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 4242 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 184458 members 
Mstep: Class 19 contains 46509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137409648.000000 Penalty: 48016.421875
Iteration 38Q: 15 clusters Score -1.374096e+08 nChanged 11354
Entering ConstructFrom: 
Score: -137409648.000000 Penalty: 48016.421875
Entering ConstructFrom: 
Trying to split cluster 1 (156192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156192 members 
Entering Unmasked Estep 
Score: -21559020.000000 Penalty: 2965.792725
	Iteration 0F: 2 clusters Score -2.155902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -21456672.000000 Penalty: 5931.585449
	Iteration 0F: 3 clusters Score -2.145667e+07 nChanged 74864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 84974 members 
Entering Unmasked Estep 
Score: -21500756.000000 Penalty: 5931.585449
	Iteration 1F: 3 clusters Score -2.150076e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -21502440.000000 Penalty: 5931.585449
	Iteration 2Q: 3 clusters Score -2.150244e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -21505284.000000 Penalty: 5931.585449
	Iteration 3Q: 3 clusters Score -2.150528e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 104476 members 
Entering Unmasked Estep 
Score: -21510854.000000 Penalty: 5931.585449
	Iteration 4F: 3 clusters Score -2.151085e+07 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 116701 members 
Entering Unmasked Estep 
Score: -21520224.000000 Penalty: 5931.585449
	Iteration 5F: 3 clusters Score -2.152022e+07 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 131116 members 
Entering Unmasked Estep 
Score: -21533266.000000 Penalty: 5931.585449
	Iteration 6F: 3 clusters Score -2.153327e+07 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 143872 members 
Entering Unmasked Estep 
Score: -21545900.000000 Penalty: 5931.585449
	Iteration 7F: 3 clusters Score -2.15459e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 151745 members 
Entering Unmasked Estep 
Score: -21552896.000000 Penalty: 5931.585449
	Iteration 8F: 3 clusters Score -2.15529e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -21555358.000000 Penalty: 5931.585449
	Iteration 9Q: 3 clusters Score -2.155536e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 155656 members 
Entering Unmasked Estep 
Score: -21555980.000000 Penalty: 5931.585449
	Iteration 10Q: 3 clusters Score -2.155598e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 155872 members 
Entering Unmasked Estep 
Score: -21556184.000000 Penalty: 5931.585449
	Iteration 11Q: 3 clusters Score -2.155618e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 155944 members 
Entering Unmasked Estep 
Score: -21556302.000000 Penalty: 5931.585449
	Iteration 12Q: 3 clusters Score -2.15563e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 155962 members 
Entering Unmasked Estep 
Score: -21556344.000000 Penalty: 5931.585449
	Iteration 13Q: 3 clusters Score -2.155634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 155977 members 
Entering Unmasked Estep 
Score: -21556402.000000 Penalty: 5931.585449
	Iteration 14Q: 3 clusters Score -2.15564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 155983 members 
Entering Unmasked Estep 
Score: -21556414.000000 Penalty: 5931.585449
	Iteration 15Q: 3 clusters Score -2.155641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 155987 members 
Entering Unmasked Estep 
Score: -21556420.000000 Penalty: 5931.585449
	Iteration 16Q: 3 clusters Score -2.155642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 155988 members 
Entering Unmasked Estep 
Score: -21556426.000000 Penalty: 5931.585449
	Iteration 17Q: 3 clusters Score -2.155643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155989 members 
Entering Unmasked Estep 
Score: -21556430.000000 Penalty: 5931.585449
	Iteration 18Q: 3 clusters Score -2.155643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155990 members 
Entering Unmasked Estep 
Score: -21556432.000000 Penalty: 5931.585449
	Iteration 19Q: 3 clusters Score -2.155643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 155991 members 
Entering Unmasked Estep 
Score: -21556428.000000 Penalty: 5931.585449
	Iteration 20F: 3 clusters Score -2.155643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 155992 members 
Entering Unmasked Estep 
Score: -21556428.000000 Penalty: 5931.585449
	Iteration 21Q: 3 clusters Score -2.155643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 155993 members 
Entering Unmasked Estep 
Score: -21556420.000000 Penalty: 5931.585449
	Iteration 22Q: 3 clusters Score -2.155642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 155993 members 
Entering Unmasked Estep 
Score: -21556420.000000 Penalty: 5931.585449
	Iteration 23F: 3 clusters Score -2.155642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (69626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Entering Unmasked Estep 
Score: -9715680.000000 Penalty: 2765.421631
	Iteration 0F: 2 clusters Score -9715680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -9668977.000000 Penalty: 5530.843262
	Iteration 0F: 3 clusters Score -9668977 nChanged 32551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -9687571.000000 Penalty: 5530.843262
	Iteration 1F: 3 clusters Score -9687571 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -9688495.000000 Penalty: 5530.843262
	Iteration 2Q: 3 clusters Score -9688495 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -9689761.000000 Penalty: 5530.843262
	Iteration 3Q: 3 clusters Score -9689761 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -9691267.000000 Penalty: 5530.843262
	Iteration 4Q: 3 clusters Score -9691267 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -9693096.000000 Penalty: 5530.843262
	Iteration 5F: 3 clusters Score -9693096 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -9695058.000000 Penalty: 5530.843262
	Iteration 6F: 3 clusters Score -9695058 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -9697047.000000 Penalty: 5530.843262
	Iteration 7F: 3 clusters Score -9697047 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -9698914.000000 Penalty: 5530.843262
	Iteration 8F: 3 clusters Score -9698914 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -9701057.000000 Penalty: 5530.843262
	Iteration 9F: 3 clusters Score -9701057 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -9702941.000000 Penalty: 5530.843262
	Iteration 10Q: 3 clusters Score -9702941 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -9704453.000000 Penalty: 5530.843262
	Iteration 11Q: 3 clusters Score -9704453 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -9705226.000000 Penalty: 5530.843262
	Iteration 12Q: 3 clusters Score -9705226 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -9705603.000000 Penalty: 5530.843262
	Iteration 13Q: 3 clusters Score -9705603 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -9705831.000000 Penalty: 5530.843262
	Iteration 14Q: 3 clusters Score -9705831 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -9705922.000000 Penalty: 5530.843262
	Iteration 15Q: 3 clusters Score -9705922 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -9706008.000000 Penalty: 5530.843262
	Iteration 16Q: 3 clusters Score -9706008 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -9706071.000000 Penalty: 5530.843262
	Iteration 17Q: 3 clusters Score -9706071 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9706132 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9706188 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9706230 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9706264 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9706309 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9706307 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9706360 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9706387 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -9706396.000000 Penalty: 5530.843262
	Iteration 26Q: 3 clusters Score -9706396 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9706390 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -9706402.000000 Penalty: 5530.843262
	Iteration 28Q: 3 clusters Score -9706402 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9706445 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9706478 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9706500 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9706488 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9706507 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9706496 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9706515 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -9706506.000000 Penalty: 5530.843262
	Iteration 36Q: 3 clusters Score -9706506 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -9706509.000000 Penalty: 5530.843262
	Iteration 37Q: 3 clusters Score -9706509 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9706510 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -9706521.000000 Penalty: 5530.843262
	Iteration 39Q: 3 clusters Score -9706521 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9706511 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9706527 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9706573 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9706622 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9706638 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9706679 nChanged 264
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Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9706692 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9706701 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9706736 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9706785 nChanged 371
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Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9706801 nChanged 380
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Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9706837 nChanged 392
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Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9706873 nChanged 449
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Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9706898 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9706989 nChanged 511
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9707057 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9707161 nChanged 583
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9707280 nChanged 634
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9707373 nChanged 693
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9707509 nChanged 729
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9707693 nChanged 788
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9707833 nChanged 854
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Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9707987 nChanged 868
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9708200 nChanged 893
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Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9708434 nChanged 881
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9708716 nChanged 943
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Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9709006 nChanged 961
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Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9709287 nChanged 998
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Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9709635 nChanged 1002
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Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9710010 nChanged 1027
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9710335 nChanged 943
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Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9710669 nChanged 960
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Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9711055 nChanged 929
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Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9711424 nChanged 918
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9711840 nChanged 866
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9712254 nChanged 865
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Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9712641 nChanged 771
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Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9713018 nChanged 656
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9713308 nChanged 551
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Mstep: Class 1 contains 65648 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9713595 nChanged 437
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Mstep: Class 1 contains 66085 members 
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Entering Unmasked Estep 
Score: -9713806.000000 Penalty: 5530.843262
	Iteration 80F: 3 clusters Score -9713806 nChanged 379
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Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9713987 nChanged 317
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Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9714108 nChanged 279
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Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9714241 nChanged 222
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Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9714279 nChanged 192
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Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9714348 nChanged 165
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Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9714407 nChanged 125
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Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9714565 nChanged 64
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9714619 nChanged 57
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9714647 nChanged 38
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	Iteration 94Q: 3 clusters Score -9714650 nChanged 25
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	Iteration 96Q: 3 clusters Score -9714669 nChanged 31
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	Iteration 97Q: 3 clusters Score -9714678 nChanged 22
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	Iteration 98Q: 3 clusters Score -9714683 nChanged 17
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	Iteration 99Q: 3 clusters Score -9714688 nChanged 14
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	Iteration 100F: 3 clusters Score -9714690 nChanged 16
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	Iteration 101Q: 3 clusters Score -9714694 nChanged 16
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	Iteration 102Q: 3 clusters Score -9714701 nChanged 12
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	Iteration 103Q: 3 clusters Score -9714707 nChanged 7
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	Iteration 104Q: 3 clusters Score -9714698 nChanged 2
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	Iteration 105Q: 3 clusters Score -9714696 nChanged 2
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	Iteration 106Q: 3 clusters Score -9714696 nChanged 2
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	Iteration 107Q: 3 clusters Score -9714697 nChanged 1
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	Iteration 108Q: 3 clusters Score -9714703 nChanged 1
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	Iteration 109Q: 3 clusters Score -9714703 nChanged 3
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	Iteration 110Q: 3 clusters Score -9714700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9714705.000000 Penalty: 5530.843262
	Iteration 111Q: 3 clusters Score -9714705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -9714701.000000 Penalty: 5530.843262
	Iteration 112Q: 3 clusters Score -9714701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -9714703.000000 Penalty: 5530.843262
	Iteration 113Q: 3 clusters Score -9714703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -9714703.000000 Penalty: 5530.843262
	Iteration 114F: 3 clusters Score -9714703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -318464.406250 Penalty: 1961.097534
	Iteration 0F: 2 clusters Score -318464.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -315653.375000 Penalty: 3922.195068
	Iteration 0F: 3 clusters Score -315653.4 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -317696.593750 Penalty: 3922.195068
	Iteration 1F: 3 clusters Score -317696.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -319209.468750 Penalty: 3922.195068
	Iteration 2F: 3 clusters Score -319209.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -320913.062500 Penalty: 3922.195068
	Iteration 3F: 3 clusters Score -320913.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -322243.000000 Penalty: 3922.195068
	Iteration 4F: 3 clusters Score -322243 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -323619.031250 Penalty: 3922.195068
	Iteration 5F: 3 clusters Score -323619 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -324831.125000 Penalty: 3922.195068
	Iteration 6Q: 3 clusters Score -324831.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -325848.000000 Penalty: 3922.195068
	Iteration 7Q: 3 clusters Score -325848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -327326.687500 Penalty: 3922.195068
	Iteration 8Q: 3 clusters Score -327326.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -327731.718750 Penalty: 3922.195068
	Iteration 9Q: 3 clusters Score -327731.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -327741.718750 Penalty: 3922.195068
	Iteration 10F: 3 clusters Score -327741.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -327887.031250 Penalty: 3922.195068
	Iteration 11Q: 3 clusters Score -327887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -327927.750000 Penalty: 3922.195068
	Iteration 12Q: 3 clusters Score -327927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -327927.750000 Penalty: 3922.195068
	Iteration 13F: 3 clusters Score -327927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 156192 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 4 contains 69626 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 78266 members 
Mstep: Class 8 contains 136549 members 
Mstep: Class 9 contains 251033 members 
Mstep: Class 10 contains 49582 members 
Mstep: Class 11 contains 16122 members 
Mstep: Class 14 contains 2126 members 
Mstep: Class 15 contains 16604 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 183469 members 
Mstep: Class 19 contains 46056 members 
Entering Unmasked Estep 
Score: -137418064.000000 Penalty: 51446.167969
Splitting cluster 6 changes total score from -137409648.000000 to -137418064.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (78266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Entering Unmasked Estep 
Score: -10812575.000000 Penalty: 2794.431396
	Iteration 0F: 2 clusters Score -1.081258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -10760176.000000 Penalty: 5588.862793
	Iteration 0F: 3 clusters Score -1.076018e+07 nChanged 36877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -10780990.000000 Penalty: 5588.862793
	Iteration 1F: 3 clusters Score -1.078099e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -10781899.000000 Penalty: 5588.862793
	Iteration 2Q: 3 clusters Score -1.07819e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -10783136.000000 Penalty: 5588.862793
	Iteration 3Q: 3 clusters Score -1.078314e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -10784850.000000 Penalty: 5588.862793
	Iteration 4Q: 3 clusters Score -1.078485e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -10787305.000000 Penalty: 5588.862793
	Iteration 5F: 3 clusters Score -1.07873e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -10790817.000000 Penalty: 5588.862793
	Iteration 6F: 3 clusters Score -1.079082e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -10795167.000000 Penalty: 5588.862793
	Iteration 7F: 3 clusters Score -1.079517e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -10799857.000000 Penalty: 5588.862793
	Iteration 8F: 3 clusters Score -1.079986e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -10803465.000000 Penalty: 5588.862793
	Iteration 9F: 3 clusters Score -1.080346e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -10805383.000000 Penalty: 5588.862793
	Iteration 10Q: 3 clusters Score -1.080538e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -10806427.000000 Penalty: 5588.862793
	Iteration 11Q: 3 clusters Score -1.080643e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -10807011.000000 Penalty: 5588.862793
	Iteration 12Q: 3 clusters Score -1.080701e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -10807447.000000 Penalty: 5588.862793
	Iteration 13Q: 3 clusters Score -1.080745e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -10807712.000000 Penalty: 5588.862793
	Iteration 14Q: 3 clusters Score -1.080771e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -10807948.000000 Penalty: 5588.862793
	Iteration 15Q: 3 clusters Score -1.080795e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -10808014.000000 Penalty: 5588.862793
	Iteration 16Q: 3 clusters Score -1.080801e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -10808130.000000 Penalty: 5588.862793
	Iteration 17Q: 3 clusters Score -1.080813e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -10808153.000000 Penalty: 5588.862793
	Iteration 18Q: 3 clusters Score -1.080815e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -10808187.000000 Penalty: 5588.862793
	Iteration 19Q: 3 clusters Score -1.080819e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -10808204.000000 Penalty: 5588.862793
	Iteration 20F: 3 clusters Score -1.08082e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -10808228.000000 Penalty: 5588.862793
	Iteration 21Q: 3 clusters Score -1.080823e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -10808255.000000 Penalty: 5588.862793
	Iteration 22Q: 3 clusters Score -1.080826e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -10808283.000000 Penalty: 5588.862793
	Iteration 23Q: 3 clusters Score -1.080828e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -10808290.000000 Penalty: 5588.862793
	Iteration 24Q: 3 clusters Score -1.080829e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -10808282.000000 Penalty: 5588.862793
	Iteration 25Q: 3 clusters Score -1.080828e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -10808299.000000 Penalty: 5588.862793
	Iteration 26Q: 3 clusters Score -1.08083e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -10808286.000000 Penalty: 5588.862793
	Iteration 27Q: 3 clusters Score -1.080829e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -10808263.000000 Penalty: 5588.862793
	Iteration 28Q: 3 clusters Score -1.080826e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59761 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -10808291.000000 Penalty: 5588.862793
	Iteration 29Q: 3 clusters Score -1.080829e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -10808311.000000 Penalty: 5588.862793
	Iteration 30Q: 3 clusters Score -1.080831e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -10808321.000000 Penalty: 5588.862793
	Iteration 31Q: 3 clusters Score -1.080832e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -10808328.000000 Penalty: 5588.862793
	Iteration 32Q: 3 clusters Score -1.080833e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -10808320.000000 Penalty: 5588.862793
	Iteration 33Q: 3 clusters Score -1.080832e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -10808327.000000 Penalty: 5588.862793
	Iteration 34Q: 3 clusters Score -1.080833e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -10808330.000000 Penalty: 5588.862793
	Iteration 35Q: 3 clusters Score -1.080833e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -10808343.000000 Penalty: 5588.862793
	Iteration 36Q: 3 clusters Score -1.080834e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -10808333.000000 Penalty: 5588.862793
	Iteration 37Q: 3 clusters Score -1.080833e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -10808312.000000 Penalty: 5588.862793
	Iteration 38Q: 3 clusters Score -1.080831e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -10808340.000000 Penalty: 5588.862793
	Iteration 39Q: 3 clusters Score -1.080834e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -10808343.000000 Penalty: 5588.862793
	Iteration 40F: 3 clusters Score -1.080834e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -10808365.000000 Penalty: 5588.862793
	Iteration 41Q: 3 clusters Score -1.080836e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -10808371.000000 Penalty: 5588.862793
	Iteration 42Q: 3 clusters Score -1.080837e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -10808350.000000 Penalty: 5588.862793
	Iteration 43Q: 3 clusters Score -1.080835e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -10808356.000000 Penalty: 5588.862793
	Iteration 44Q: 3 clusters Score -1.080836e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -10808349.000000 Penalty: 5588.862793
	Iteration 45Q: 3 clusters Score -1.080835e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -10808363.000000 Penalty: 5588.862793
	Iteration 46Q: 3 clusters Score -1.080836e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -10808346.000000 Penalty: 5588.862793
	Iteration 47Q: 3 clusters Score -1.080835e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -10808335.000000 Penalty: 5588.862793
	Iteration 48Q: 3 clusters Score -1.080834e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -10808365.000000 Penalty: 5588.862793
	Iteration 49Q: 3 clusters Score -1.080836e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -10808357.000000 Penalty: 5588.862793
	Iteration 50Q: 3 clusters Score -1.080836e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -10808381.000000 Penalty: 5588.862793
	Iteration 51Q: 3 clusters Score -1.080838e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -10808382.000000 Penalty: 5588.862793
	Iteration 52Q: 3 clusters Score -1.080838e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -10808387.000000 Penalty: 5588.862793
	Iteration 53Q: 3 clusters Score -1.080839e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -10808377.000000 Penalty: 5588.862793
	Iteration 54Q: 3 clusters Score -1.080838e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -10808380.000000 Penalty: 5588.862793
	Iteration 55Q: 3 clusters Score -1.080838e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -10808409.000000 Penalty: 5588.862793
	Iteration 56Q: 3 clusters Score -1.080841e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -10808431.000000 Penalty: 5588.862793
	Iteration 57Q: 3 clusters Score -1.080843e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -10808409.000000 Penalty: 5588.862793
	Iteration 58Q: 3 clusters Score -1.080841e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -10808403.000000 Penalty: 5588.862793
	Iteration 59Q: 3 clusters Score -1.08084e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -10808416.000000 Penalty: 5588.862793
	Iteration 60F: 3 clusters Score -1.080842e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -10808420.000000 Penalty: 5588.862793
	Iteration 61Q: 3 clusters Score -1.080842e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -10808422.000000 Penalty: 5588.862793
	Iteration 62Q: 3 clusters Score -1.080842e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -10808421.000000 Penalty: 5588.862793
	Iteration 63Q: 3 clusters Score -1.080842e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -10808417.000000 Penalty: 5588.862793
	Iteration 64Q: 3 clusters Score -1.080842e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -10808426.000000 Penalty: 5588.862793
	Iteration 65Q: 3 clusters Score -1.080843e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -10808447.000000 Penalty: 5588.862793
	Iteration 66Q: 3 clusters Score -1.080845e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -10808456.000000 Penalty: 5588.862793
	Iteration 67Q: 3 clusters Score -1.080846e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -10808445.000000 Penalty: 5588.862793
	Iteration 68Q: 3 clusters Score -1.080844e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -10808453.000000 Penalty: 5588.862793
	Iteration 69Q: 3 clusters Score -1.080845e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -10808449.000000 Penalty: 5588.862793
	Iteration 70Q: 3 clusters Score -1.080845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -10808445.000000 Penalty: 5588.862793
	Iteration 71Q: 3 clusters Score -1.080844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -10808457.000000 Penalty: 5588.862793
	Iteration 72Q: 3 clusters Score -1.080846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -10808457.000000 Penalty: 5588.862793
	Iteration 73Q: 3 clusters Score -1.080846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -10808443.000000 Penalty: 5588.862793
	Iteration 74Q: 3 clusters Score -1.080844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -10808448.000000 Penalty: 5588.862793
	Iteration 75Q: 3 clusters Score -1.080845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -10808460.000000 Penalty: 5588.862793
	Iteration 76Q: 3 clusters Score -1.080846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -10808441.000000 Penalty: 5588.862793
	Iteration 77Q: 3 clusters Score -1.080844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -10808450.000000 Penalty: 5588.862793
	Iteration 78Q: 3 clusters Score -1.080845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -10808451.000000 Penalty: 5588.862793
	Iteration 79Q: 3 clusters Score -1.080845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -10808449.000000 Penalty: 5588.862793
	Iteration 80F: 3 clusters Score -1.080845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -10808449.000000 Penalty: 5588.862793
	Iteration 81Q: 3 clusters Score -1.080845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -10808453.000000 Penalty: 5588.862793
	Iteration 82Q: 3 clusters Score -1.080845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -10808453.000000 Penalty: 5588.862793
	Iteration 83Q: 3 clusters Score -1.080845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -10808456.000000 Penalty: 5588.862793
	Iteration 84Q: 3 clusters Score -1.080846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -10808451.000000 Penalty: 5588.862793
	Iteration 85Q: 3 clusters Score -1.080845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -10808460.000000 Penalty: 5588.862793
	Iteration 86Q: 3 clusters Score -1.080846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -10808452.000000 Penalty: 5588.862793
	Iteration 87Q: 3 clusters Score -1.080845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -10808467.000000 Penalty: 5588.862793
	Iteration 88Q: 3 clusters Score -1.080847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -10808461.000000 Penalty: 5588.862793
	Iteration 89Q: 3 clusters Score -1.080846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -10808462.000000 Penalty: 5588.862793
	Iteration 90Q: 3 clusters Score -1.080846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -10808463.000000 Penalty: 5588.862793
	Iteration 91Q: 3 clusters Score -1.080846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62776 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -10808463.000000 Penalty: 5588.862793
	Iteration 92Q: 3 clusters Score -1.080846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -10808460.000000 Penalty: 5588.862793
	Iteration 93Q: 3 clusters Score -1.080846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -10808463.000000 Penalty: 5588.862793
	Iteration 94Q: 3 clusters Score -1.080846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -10808465.000000 Penalty: 5588.862793
	Iteration 95Q: 3 clusters Score -1.080846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -10808463.000000 Penalty: 5588.862793
	Iteration 96Q: 3 clusters Score -1.080846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -10808455.000000 Penalty: 5588.862793
	Iteration 97Q: 3 clusters Score -1.080846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -10808455.000000 Penalty: 5588.862793
	Iteration 98F: 3 clusters Score -1.080846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136549 members 
Entering Unmasked Estep 
Score: -18883524.000000 Penalty: 2932.460938
	Iteration 0F: 2 clusters Score -1.888352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -18792480.000000 Penalty: 5864.921875
	Iteration 0F: 3 clusters Score -1.879248e+07 nChanged 64963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -18830120.000000 Penalty: 5864.921875
	Iteration 1F: 3 clusters Score -1.883012e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -18831298.000000 Penalty: 5864.921875
	Iteration 2Q: 3 clusters Score -1.88313e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -18832780.000000 Penalty: 5864.921875
	Iteration 3Q: 3 clusters Score -1.883278e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -18834750.000000 Penalty: 5864.921875
	Iteration 4Q: 3 clusters Score -1.883475e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -18837710.000000 Penalty: 5864.921875
	Iteration 5Q: 3 clusters Score -1.883771e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -18841604.000000 Penalty: 5864.921875
	Iteration 6F: 3 clusters Score -1.88416e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -18847364.000000 Penalty: 5864.921875
	Iteration 7F: 3 clusters Score -1.884736e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -18855208.000000 Penalty: 5864.921875
	Iteration 8F: 3 clusters Score -1.885521e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 85878 members 
Entering Unmasked Estep 
Score: -18862962.000000 Penalty: 5864.921875
	Iteration 9F: 3 clusters Score -1.886296e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -18867700.000000 Penalty: 5864.921875
	Iteration 10F: 3 clusters Score -1.88677e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 91304 members 
Entering Unmasked Estep 
Score: -18869638.000000 Penalty: 5864.921875
	Iteration 11Q: 3 clusters Score -1.886964e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -18870632.000000 Penalty: 5864.921875
	Iteration 12Q: 3 clusters Score -1.887063e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 94930 members 
Entering Unmasked Estep 
Score: -18871148.000000 Penalty: 5864.921875
	Iteration 13Q: 3 clusters Score -1.887115e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 96587 members 
Entering Unmasked Estep 
Score: -18871736.000000 Penalty: 5864.921875
	Iteration 14Q: 3 clusters Score -1.887174e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 98190 members 
Entering Unmasked Estep 
Score: -18872262.000000 Penalty: 5864.921875
	Iteration 15Q: 3 clusters Score -1.887226e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 99855 members 
Entering Unmasked Estep 
Score: -18872752.000000 Penalty: 5864.921875
	Iteration 16Q: 3 clusters Score -1.887275e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -18873078.000000 Penalty: 5864.921875
	Iteration 17Q: 3 clusters Score -1.887308e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 103017 members 
Entering Unmasked Estep 
Score: -18873370.000000 Penalty: 5864.921875
	Iteration 18Q: 3 clusters Score -1.887337e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 104594 members 
Entering Unmasked Estep 
Score: -18873710.000000 Penalty: 5864.921875
	Iteration 19Q: 3 clusters Score -1.887371e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 106155 members 
Entering Unmasked Estep 
Score: -18874162.000000 Penalty: 5864.921875
	Iteration 20F: 3 clusters Score -1.887416e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 107701 members 
Entering Unmasked Estep 
Score: -18874512.000000 Penalty: 5864.921875
	Iteration 21Q: 3 clusters Score -1.887451e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -18874918.000000 Penalty: 5864.921875
	Iteration 22Q: 3 clusters Score -1.887492e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 110736 members 
Entering Unmasked Estep 
Score: -18875282.000000 Penalty: 5864.921875
	Iteration 23Q: 3 clusters Score -1.887528e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 112259 members 
Entering Unmasked Estep 
Score: -18875734.000000 Penalty: 5864.921875
	Iteration 24Q: 3 clusters Score -1.887573e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 113734 members 
Entering Unmasked Estep 
Score: -18876220.000000 Penalty: 5864.921875
	Iteration 25Q: 3 clusters Score -1.887622e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 115093 members 
Entering Unmasked Estep 
Score: -18876510.000000 Penalty: 5864.921875
	Iteration 26Q: 3 clusters Score -1.887651e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 116371 members 
Entering Unmasked Estep 
Score: -18876900.000000 Penalty: 5864.921875
	Iteration 27Q: 3 clusters Score -1.88769e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 117533 members 
Entering Unmasked Estep 
Score: -18877160.000000 Penalty: 5864.921875
	Iteration 28Q: 3 clusters Score -1.887716e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 118657 members 
Entering Unmasked Estep 
Score: -18877440.000000 Penalty: 5864.921875
	Iteration 29Q: 3 clusters Score -1.887744e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 119782 members 
Entering Unmasked Estep 
Score: -18877760.000000 Penalty: 5864.921875
	Iteration 30Q: 3 clusters Score -1.887776e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -18878058.000000 Penalty: 5864.921875
	Iteration 31Q: 3 clusters Score -1.887806e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -18878398.000000 Penalty: 5864.921875
	Iteration 32Q: 3 clusters Score -1.88784e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 122889 members 
Entering Unmasked Estep 
Score: -18878688.000000 Penalty: 5864.921875
	Iteration 33Q: 3 clusters Score -1.887869e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 123868 members 
Entering Unmasked Estep 
Score: -18878930.000000 Penalty: 5864.921875
	Iteration 34Q: 3 clusters Score -1.887893e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 124797 members 
Entering Unmasked Estep 
Score: -18879220.000000 Penalty: 5864.921875
	Iteration 35Q: 3 clusters Score -1.887922e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 125659 members 
Entering Unmasked Estep 
Score: -18879480.000000 Penalty: 5864.921875
	Iteration 36Q: 3 clusters Score -1.887948e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 126438 members 
Entering Unmasked Estep 
Score: -18879682.000000 Penalty: 5864.921875
	Iteration 37Q: 3 clusters Score -1.887968e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 127178 members 
Entering Unmasked Estep 
Score: -18879834.000000 Penalty: 5864.921875
	Iteration 38Q: 3 clusters Score -1.887983e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -18880050.000000 Penalty: 5864.921875
	Iteration 39Q: 3 clusters Score -1.888005e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 128448 members 
Entering Unmasked Estep 
Score: -18880180.000000 Penalty: 5864.921875
	Iteration 40F: 3 clusters Score -1.888018e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 128968 members 
Entering Unmasked Estep 
Score: -18880318.000000 Penalty: 5864.921875
	Iteration 41Q: 3 clusters Score -1.888032e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 129446 members 
Entering Unmasked Estep 
Score: -18880462.000000 Penalty: 5864.921875
	Iteration 42Q: 3 clusters Score -1.888046e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 129920 members 
Entering Unmasked Estep 
Score: -18880506.000000 Penalty: 5864.921875
	Iteration 43Q: 3 clusters Score -1.888051e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 130348 members 
Entering Unmasked Estep 
Score: -18880688.000000 Penalty: 5864.921875
	Iteration 44Q: 3 clusters Score -1.888069e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -18880804.000000 Penalty: 5864.921875
	Iteration 45Q: 3 clusters Score -1.88808e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -18880876.000000 Penalty: 5864.921875
	Iteration 46Q: 3 clusters Score -1.888088e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 131402 members 
Entering Unmasked Estep 
Score: -18880960.000000 Penalty: 5864.921875
	Iteration 47Q: 3 clusters Score -1.888096e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 131680 members 
Entering Unmasked Estep 
Score: -18881038.000000 Penalty: 5864.921875
	Iteration 48Q: 3 clusters Score -1.888104e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 131918 members 
Entering Unmasked Estep 
Score: -18881080.000000 Penalty: 5864.921875
	Iteration 49Q: 3 clusters Score -1.888108e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 132115 members 
Entering Unmasked Estep 
Score: -18881134.000000 Penalty: 5864.921875
	Iteration 50Q: 3 clusters Score -1.888113e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 132308 members 
Entering Unmasked Estep 
Score: -18881170.000000 Penalty: 5864.921875
	Iteration 51Q: 3 clusters Score -1.888117e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 132470 members 
Entering Unmasked Estep 
Score: -18881222.000000 Penalty: 5864.921875
	Iteration 52Q: 3 clusters Score -1.888122e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 132617 members 
Entering Unmasked Estep 
Score: -18881244.000000 Penalty: 5864.921875
	Iteration 53Q: 3 clusters Score -1.888124e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 132751 members 
Entering Unmasked Estep 
Score: -18881290.000000 Penalty: 5864.921875
	Iteration 54Q: 3 clusters Score -1.888129e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 132864 members 
Entering Unmasked Estep 
Score: -18881318.000000 Penalty: 5864.921875
	Iteration 55Q: 3 clusters Score -1.888132e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 132961 members 
Entering Unmasked Estep 
Score: -18881324.000000 Penalty: 5864.921875
	Iteration 56Q: 3 clusters Score -1.888132e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 133054 members 
Entering Unmasked Estep 
Score: -18881366.000000 Penalty: 5864.921875
	Iteration 57Q: 3 clusters Score -1.888137e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 133124 members 
Entering Unmasked Estep 
Score: -18881370.000000 Penalty: 5864.921875
	Iteration 58Q: 3 clusters Score -1.888137e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 133194 members 
Entering Unmasked Estep 
Score: -18881394.000000 Penalty: 5864.921875
	Iteration 59Q: 3 clusters Score -1.888139e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 133256 members 
Entering Unmasked Estep 
Score: -18881404.000000 Penalty: 5864.921875
	Iteration 60F: 3 clusters Score -1.88814e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 133320 members 
Entering Unmasked Estep 
Score: -18881432.000000 Penalty: 5864.921875
	Iteration 61Q: 3 clusters Score -1.888143e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 133380 members 
Entering Unmasked Estep 
Score: -18881452.000000 Penalty: 5864.921875
	Iteration 62Q: 3 clusters Score -1.888145e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 133452 members 
Entering Unmasked Estep 
Score: -18881458.000000 Penalty: 5864.921875
	Iteration 63Q: 3 clusters Score -1.888146e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 133507 members 
Entering Unmasked Estep 
Score: -18881474.000000 Penalty: 5864.921875
	Iteration 64Q: 3 clusters Score -1.888147e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 133555 members 
Entering Unmasked Estep 
Score: -18881488.000000 Penalty: 5864.921875
	Iteration 65Q: 3 clusters Score -1.888149e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 133596 members 
Entering Unmasked Estep 
Score: -18881496.000000 Penalty: 5864.921875
	Iteration 66Q: 3 clusters Score -1.88815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 133630 members 
Entering Unmasked Estep 
Score: -18881510.000000 Penalty: 5864.921875
	Iteration 67Q: 3 clusters Score -1.888151e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 133665 members 
Entering Unmasked Estep 
Score: -18881490.000000 Penalty: 5864.921875
	Iteration 68Q: 3 clusters Score -1.888149e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 133696 members 
Entering Unmasked Estep 
Score: -18881494.000000 Penalty: 5864.921875
	Iteration 69Q: 3 clusters Score -1.888149e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 133729 members 
Entering Unmasked Estep 
Score: -18881494.000000 Penalty: 5864.921875
	Iteration 70Q: 3 clusters Score -1.888149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 133752 members 
Entering Unmasked Estep 
Score: -18881492.000000 Penalty: 5864.921875
	Iteration 71Q: 3 clusters Score -1.888149e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 133778 members 
Entering Unmasked Estep 
Score: -18881520.000000 Penalty: 5864.921875
	Iteration 72Q: 3 clusters Score -1.888152e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 133800 members 
Entering Unmasked Estep 
Score: -18881518.000000 Penalty: 5864.921875
	Iteration 73Q: 3 clusters Score -1.888152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 133831 members 
Entering Unmasked Estep 
Score: -18881524.000000 Penalty: 5864.921875
	Iteration 74Q: 3 clusters Score -1.888152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 133857 members 
Entering Unmasked Estep 
Score: -18881534.000000 Penalty: 5864.921875
	Iteration 75Q: 3 clusters Score -1.888153e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 133875 members 
Entering Unmasked Estep 
Score: -18881528.000000 Penalty: 5864.921875
	Iteration 76Q: 3 clusters Score -1.888153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 133898 members 
Entering Unmasked Estep 
Score: -18881546.000000 Penalty: 5864.921875
	Iteration 77Q: 3 clusters Score -1.888155e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 133928 members 
Entering Unmasked Estep 
Score: -18881558.000000 Penalty: 5864.921875
	Iteration 78Q: 3 clusters Score -1.888156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 133950 members 
Entering Unmasked Estep 
Score: -18881556.000000 Penalty: 5864.921875
	Iteration 79Q: 3 clusters Score -1.888156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 133967 members 
Entering Unmasked Estep 
Score: -18881578.000000 Penalty: 5864.921875
	Iteration 80F: 3 clusters Score -1.888158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 133983 members 
Entering Unmasked Estep 
Score: -18881574.000000 Penalty: 5864.921875
	Iteration 81Q: 3 clusters Score -1.888157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 133996 members 
Entering Unmasked Estep 
Score: -18881574.000000 Penalty: 5864.921875
	Iteration 82Q: 3 clusters Score -1.888157e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 134012 members 
Entering Unmasked Estep 
Score: -18881584.000000 Penalty: 5864.921875
	Iteration 83Q: 3 clusters Score -1.888158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 134022 members 
Entering Unmasked Estep 
Score: -18881596.000000 Penalty: 5864.921875
	Iteration 84Q: 3 clusters Score -1.88816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 134031 members 
Entering Unmasked Estep 
Score: -18881604.000000 Penalty: 5864.921875
	Iteration 85Q: 3 clusters Score -1.88816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 134038 members 
Entering Unmasked Estep 
Score: -18881596.000000 Penalty: 5864.921875
	Iteration 86Q: 3 clusters Score -1.88816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 134047 members 
Entering Unmasked Estep 
Score: -18881592.000000 Penalty: 5864.921875
	Iteration 87Q: 3 clusters Score -1.888159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 134052 members 
Entering Unmasked Estep 
Score: -18881584.000000 Penalty: 5864.921875
	Iteration 88Q: 3 clusters Score -1.888158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 134059 members 
Entering Unmasked Estep 
Score: -18881592.000000 Penalty: 5864.921875
	Iteration 89Q: 3 clusters Score -1.888159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 134068 members 
Entering Unmasked Estep 
Score: -18881586.000000 Penalty: 5864.921875
	Iteration 90Q: 3 clusters Score -1.888159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 134079 members 
Entering Unmasked Estep 
Score: -18881618.000000 Penalty: 5864.921875
	Iteration 91Q: 3 clusters Score -1.888162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 134093 members 
Entering Unmasked Estep 
Score: -18881606.000000 Penalty: 5864.921875
	Iteration 92Q: 3 clusters Score -1.888161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 134107 members 
Entering Unmasked Estep 
Score: -18881614.000000 Penalty: 5864.921875
	Iteration 93Q: 3 clusters Score -1.888161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 134120 members 
Entering Unmasked Estep 
Score: -18881624.000000 Penalty: 5864.921875
	Iteration 94Q: 3 clusters Score -1.888162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 134134 members 
Entering Unmasked Estep 
Score: -18881626.000000 Penalty: 5864.921875
	Iteration 95Q: 3 clusters Score -1.888163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 134147 members 
Entering Unmasked Estep 
Score: -18881632.000000 Penalty: 5864.921875
	Iteration 96Q: 3 clusters Score -1.888163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 134159 members 
Entering Unmasked Estep 
Score: -18881614.000000 Penalty: 5864.921875
	Iteration 97Q: 3 clusters Score -1.888161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 134170 members 
Entering Unmasked Estep 
Score: -18881604.000000 Penalty: 5864.921875
	Iteration 98Q: 3 clusters Score -1.88816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 134176 members 
Entering Unmasked Estep 
Score: -18881596.000000 Penalty: 5864.921875
	Iteration 99Q: 3 clusters Score -1.88816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 134179 members 
Entering Unmasked Estep 
Score: -18881600.000000 Penalty: 5864.921875
	Iteration 100F: 3 clusters Score -1.88816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 134181 members 
Entering Unmasked Estep 
Score: -18881596.000000 Penalty: 5864.921875
	Iteration 101Q: 3 clusters Score -1.88816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 134185 members 
Entering Unmasked Estep 
Score: -18881602.000000 Penalty: 5864.921875
	Iteration 102Q: 3 clusters Score -1.88816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 134191 members 
Entering Unmasked Estep 
Score: -18881588.000000 Penalty: 5864.921875
	Iteration 103Q: 3 clusters Score -1.888159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 134196 members 
Entering Unmasked Estep 
Score: -18881590.000000 Penalty: 5864.921875
	Iteration 104Q: 3 clusters Score -1.888159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 134198 members 
Entering Unmasked Estep 
Score: -18881588.000000 Penalty: 5864.921875
	Iteration 105Q: 3 clusters Score -1.888159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 134200 members 
Entering Unmasked Estep 
Score: -18881588.000000 Penalty: 5864.921875
	Iteration 106Q: 3 clusters Score -1.888159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 134202 members 
Entering Unmasked Estep 
Score: -18881596.000000 Penalty: 5864.921875
	Iteration 107Q: 3 clusters Score -1.88816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 134206 members 
Entering Unmasked Estep 
Score: -18881602.000000 Penalty: 5864.921875
	Iteration 108Q: 3 clusters Score -1.88816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 134208 members 
Entering Unmasked Estep 
Score: -18881600.000000 Penalty: 5864.921875
	Iteration 109Q: 3 clusters Score -1.88816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 134212 members 
Entering Unmasked Estep 
Score: -18881604.000000 Penalty: 5864.921875
	Iteration 110Q: 3 clusters Score -1.88816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 134213 members 
Entering Unmasked Estep 
Score: -18881594.000000 Penalty: 5864.921875
	Iteration 111Q: 3 clusters Score -1.888159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 134215 members 
Entering Unmasked Estep 
Score: -18881608.000000 Penalty: 5864.921875
	Iteration 112Q: 3 clusters Score -1.888161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 134216 members 
Entering Unmasked Estep 
Score: -18881608.000000 Penalty: 5864.921875
	Iteration 113Q: 3 clusters Score -1.888161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 134220 members 
Entering Unmasked Estep 
Score: -18881610.000000 Penalty: 5864.921875
	Iteration 114Q: 3 clusters Score -1.888161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 134223 members 
Entering Unmasked Estep 
Score: -18881618.000000 Penalty: 5864.921875
	Iteration 115Q: 3 clusters Score -1.888162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 134225 members 
Entering Unmasked Estep 
Score: -18881614.000000 Penalty: 5864.921875
	Iteration 116Q: 3 clusters Score -1.888161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 134227 members 
Entering Unmasked Estep 
Score: -18881608.000000 Penalty: 5864.921875
	Iteration 117Q: 3 clusters Score -1.888161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 134228 members 
Entering Unmasked Estep 
Score: -18881602.000000 Penalty: 5864.921875
	Iteration 118Q: 3 clusters Score -1.88816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 134231 members 
Entering Unmasked Estep 
Score: -18881600.000000 Penalty: 5864.921875
	Iteration 119Q: 3 clusters Score -1.88816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 134232 members 
Entering Unmasked Estep 
Score: -18881596.000000 Penalty: 5864.921875
	Iteration 120F: 3 clusters Score -1.88816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 134234 members 
Entering Unmasked Estep 
Score: -18881596.000000 Penalty: 5864.921875
	Iteration 121Q: 3 clusters Score -1.88816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 134234 members 
Entering Unmasked Estep 
Score: -18881596.000000 Penalty: 5864.921875
	Iteration 122F: 3 clusters Score -1.88816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (251033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251033 members 
Entering Unmasked Estep 
Score: -34497928.000000 Penalty: 3083.468262
	Iteration 0F: 2 clusters Score -3.449793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125470 members 
Mstep: Class 2 contains 125563 members 
Entering Unmasked Estep 
Score: -34345364.000000 Penalty: 6166.936523
	Iteration 0F: 3 clusters Score -3.434536e+07 nChanged 120932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124020 members 
Mstep: Class 2 contains 127013 members 
Entering Unmasked Estep 
Score: -34415512.000000 Penalty: 6166.936523
	Iteration 1F: 3 clusters Score -3.441551e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123094 members 
Mstep: Class 2 contains 127939 members 
Entering Unmasked Estep 
Score: -34416380.000000 Penalty: 6166.936523
	Iteration 2Q: 3 clusters Score -3.441638e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 129359 members 
Entering Unmasked Estep 
Score: -34417704.000000 Penalty: 6166.936523
	Iteration 3Q: 3 clusters Score -3.44177e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119442 members 
Mstep: Class 2 contains 131591 members 
Entering Unmasked Estep 
Score: -34419092.000000 Penalty: 6166.936523
	Iteration 4Q: 3 clusters Score -3.441909e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116010 members 
Mstep: Class 2 contains 135023 members 
Entering Unmasked Estep 
Score: -34421144.000000 Penalty: 6166.936523
	Iteration 5Q: 3 clusters Score -3.442114e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110899 members 
Mstep: Class 2 contains 140134 members 
Entering Unmasked Estep 
Score: -34424412.000000 Penalty: 6166.936523
	Iteration 6Q: 3 clusters Score -3.442441e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103611 members 
Mstep: Class 2 contains 147422 members 
Entering Unmasked Estep 
Score: -34428952.000000 Penalty: 6166.936523
	Iteration 7Q: 3 clusters Score -3.442895e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93525 members 
Mstep: Class 2 contains 157508 members 
Entering Unmasked Estep 
Score: -34436580.000000 Penalty: 6166.936523
	Iteration 8F: 3 clusters Score -3.443658e+07 nChanged 15062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 170188 members 
Entering Unmasked Estep 
Score: -34447568.000000 Penalty: 6166.936523
	Iteration 9F: 3 clusters Score -3.444757e+07 nChanged 15842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 183484 members 
Entering Unmasked Estep 
Score: -34460468.000000 Penalty: 6166.936523
	Iteration 10F: 3 clusters Score -3.446047e+07 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 194897 members 
Entering Unmasked Estep 
Score: -34470872.000000 Penalty: 6166.936523
	Iteration 11F: 3 clusters Score -3.447087e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 203402 members 
Entering Unmasked Estep 
Score: -34476728.000000 Penalty: 6166.936523
	Iteration 12Q: 3 clusters Score -3.447673e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 210197 members 
Entering Unmasked Estep 
Score: -34479796.000000 Penalty: 6166.936523
	Iteration 13Q: 3 clusters Score -3.44798e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 216065 members 
Entering Unmasked Estep 
Score: -34481592.000000 Penalty: 6166.936523
	Iteration 14Q: 3 clusters Score -3.448159e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 221172 members 
Entering Unmasked Estep 
Score: -34483028.000000 Penalty: 6166.936523
	Iteration 15Q: 3 clusters Score -3.448303e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 225808 members 
Entering Unmasked Estep 
Score: -34484580.000000 Penalty: 6166.936523
	Iteration 16Q: 3 clusters Score -3.448458e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 229950 members 
Entering Unmasked Estep 
Score: -34486072.000000 Penalty: 6166.936523
	Iteration 17Q: 3 clusters Score -3.448607e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 233580 members 
Entering Unmasked Estep 
Score: -34487124.000000 Penalty: 6166.936523
	Iteration 18Q: 3 clusters Score -3.448712e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 236764 members 
Entering Unmasked Estep 
Score: -34488360.000000 Penalty: 6166.936523
	Iteration 19Q: 3 clusters Score -3.448836e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 239485 members 
Entering Unmasked Estep 
Score: -34489692.000000 Penalty: 6166.936523
	Iteration 20F: 3 clusters Score -3.448969e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 241755 members 
Entering Unmasked Estep 
Score: -34490656.000000 Penalty: 6166.936523
	Iteration 21Q: 3 clusters Score -3.449066e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 243529 members 
Entering Unmasked Estep 
Score: -34491448.000000 Penalty: 6166.936523
	Iteration 22Q: 3 clusters Score -3.449145e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 244937 members 
Entering Unmasked Estep 
Score: -34492144.000000 Penalty: 6166.936523
	Iteration 23Q: 3 clusters Score -3.449214e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 246055 members 
Entering Unmasked Estep 
Score: -34492664.000000 Penalty: 6166.936523
	Iteration 24Q: 3 clusters Score -3.449266e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 246897 members 
Entering Unmasked Estep 
Score: -34493088.000000 Penalty: 6166.936523
	Iteration 25Q: 3 clusters Score -3.449309e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 247560 members 
Entering Unmasked Estep 
Score: -34493424.000000 Penalty: 6166.936523
	Iteration 26Q: 3 clusters Score -3.449342e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 248043 members 
Entering Unmasked Estep 
Score: -34493684.000000 Penalty: 6166.936523
	Iteration 27Q: 3 clusters Score -3.449368e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 248419 members 
Entering Unmasked Estep 
Score: -34493836.000000 Penalty: 6166.936523
	Iteration 28Q: 3 clusters Score -3.449384e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 248700 members 
Entering Unmasked Estep 
Score: -34494080.000000 Penalty: 6166.936523
	Iteration 29Q: 3 clusters Score -3.449408e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 248925 members 
Entering Unmasked Estep 
Score: -34494224.000000 Penalty: 6166.936523
	Iteration 30Q: 3 clusters Score -3.449422e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 249099 members 
Entering Unmasked Estep 
Score: -34494304.000000 Penalty: 6166.936523
	Iteration 31Q: 3 clusters Score -3.44943e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 249257 members 
Entering Unmasked Estep 
Score: -34494440.000000 Penalty: 6166.936523
	Iteration 32Q: 3 clusters Score -3.449444e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 249369 members 
Entering Unmasked Estep 
Score: -34494480.000000 Penalty: 6166.936523
	Iteration 33Q: 3 clusters Score -3.449448e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 249447 members 
Entering Unmasked Estep 
Score: -34494492.000000 Penalty: 6166.936523
	Iteration 34Q: 3 clusters Score -3.449449e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 249509 members 
Entering Unmasked Estep 
Score: -34494552.000000 Penalty: 6166.936523
	Iteration 35Q: 3 clusters Score -3.449455e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 249557 members 
Entering Unmasked Estep 
Score: -34494604.000000 Penalty: 6166.936523
	Iteration 36Q: 3 clusters Score -3.44946e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 249588 members 
Entering Unmasked Estep 
Score: -34494628.000000 Penalty: 6166.936523
	Iteration 37Q: 3 clusters Score -3.449463e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 249610 members 
Entering Unmasked Estep 
Score: -34494616.000000 Penalty: 6166.936523
	Iteration 38Q: 3 clusters Score -3.449462e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 249648 members 
Entering Unmasked Estep 
Score: -34494712.000000 Penalty: 6166.936523
	Iteration 39Q: 3 clusters Score -3.449471e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 249675 members 
Entering Unmasked Estep 
Score: -34494728.000000 Penalty: 6166.936523
	Iteration 40F: 3 clusters Score -3.449473e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 249696 members 
Entering Unmasked Estep 
Score: -34494744.000000 Penalty: 6166.936523
	Iteration 41Q: 3 clusters Score -3.449474e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 249729 members 
Entering Unmasked Estep 
Score: -34494800.000000 Penalty: 6166.936523
	Iteration 42Q: 3 clusters Score -3.44948e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 249754 members 
Entering Unmasked Estep 
Score: -34494820.000000 Penalty: 6166.936523
	Iteration 43Q: 3 clusters Score -3.449482e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 249776 members 
Entering Unmasked Estep 
Score: -34494804.000000 Penalty: 6166.936523
	Iteration 44Q: 3 clusters Score -3.44948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 249785 members 
Entering Unmasked Estep 
Score: -34494796.000000 Penalty: 6166.936523
	Iteration 45Q: 3 clusters Score -3.44948e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 249800 members 
Entering Unmasked Estep 
Score: -34494824.000000 Penalty: 6166.936523
	Iteration 46Q: 3 clusters Score -3.449482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 249815 members 
Entering Unmasked Estep 
Score: -34494856.000000 Penalty: 6166.936523
	Iteration 47Q: 3 clusters Score -3.449486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 249826 members 
Entering Unmasked Estep 
Score: -34494892.000000 Penalty: 6166.936523
	Iteration 48Q: 3 clusters Score -3.449489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 249834 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3.44949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 249838 members 
Entering Unmasked Estep 
Score: -34494900.000000 Penalty: 6166.936523
	Iteration 50Q: 3 clusters Score -3.44949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 249839 members 
Entering Unmasked Estep 
Score: -34494916.000000 Penalty: 6166.936523
	Iteration 51Q: 3 clusters Score -3.449492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 249843 members 
Entering Unmasked Estep 
Score: -34494916.000000 Penalty: 6166.936523
	Iteration 52Q: 3 clusters Score -3.449492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 249845 members 
Entering Unmasked Estep 
Score: -34494920.000000 Penalty: 6166.936523
	Iteration 53Q: 3 clusters Score -3.449492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 249848 members 
Entering Unmasked Estep 
Score: -34494932.000000 Penalty: 6166.936523
	Iteration 54Q: 3 clusters Score -3.449493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 249855 members 
Entering Unmasked Estep 
Score: -34494964.000000 Penalty: 6166.936523
	Iteration 55Q: 3 clusters Score -3.449496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 249859 members 
Entering Unmasked Estep 
Score: -34494932.000000 Penalty: 6166.936523
	Iteration 56Q: 3 clusters Score -3.449493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 249863 members 
Entering Unmasked Estep 
Score: -34494948.000000 Penalty: 6166.936523
	Iteration 57Q: 3 clusters Score -3.449495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 249868 members 
Entering Unmasked Estep 
Score: -34494956.000000 Penalty: 6166.936523
	Iteration 58Q: 3 clusters Score -3.449496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 249870 members 
Entering Unmasked Estep 
Score: -34494956.000000 Penalty: 6166.936523
	Iteration 59Q: 3 clusters Score -3.449496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 249871 members 
Entering Unmasked Estep 
Score: -34494952.000000 Penalty: 6166.936523
	Iteration 60F: 3 clusters Score -3.449495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 249872 members 
Entering Unmasked Estep 
Score: -34494948.000000 Penalty: 6166.936523
	Iteration 61Q: 3 clusters Score -3.449495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 249877 members 
Entering Unmasked Estep 
Score: -34494960.000000 Penalty: 6166.936523
	Iteration 62Q: 3 clusters Score -3.449496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 249884 members 
Entering Unmasked Estep 
Score: -34494956.000000 Penalty: 6166.936523
	Iteration 63Q: 3 clusters Score -3.449496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 249893 members 
Entering Unmasked Estep 
Score: -34494968.000000 Penalty: 6166.936523
	Iteration 64Q: 3 clusters Score -3.449497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 249896 members 
Entering Unmasked Estep 
Score: -34494988.000000 Penalty: 6166.936523
	Iteration 65Q: 3 clusters Score -3.449499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 249902 members 
Entering Unmasked Estep 
Score: -34494992.000000 Penalty: 6166.936523
	Iteration 66Q: 3 clusters Score -3.449499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 249912 members 
Entering Unmasked Estep 
Score: -34494992.000000 Penalty: 6166.936523
	Iteration 67Q: 3 clusters Score -3.449499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 249918 members 
Entering Unmasked Estep 
Score: -34495004.000000 Penalty: 6166.936523
	Iteration 68Q: 3 clusters Score -3.4495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 249925 members 
Entering Unmasked Estep 
Score: -34495000.000000 Penalty: 6166.936523
	Iteration 69Q: 3 clusters Score -3.4495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 249932 members 
Entering Unmasked Estep 
Score: -34495020.000000 Penalty: 6166.936523
	Iteration 70Q: 3 clusters Score -3.449502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 249937 members 
Entering Unmasked Estep 
Score: -34495036.000000 Penalty: 6166.936523
	Iteration 71Q: 3 clusters Score -3.449504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 249940 members 
Entering Unmasked Estep 
Score: -34495036.000000 Penalty: 6166.936523
	Iteration 72Q: 3 clusters Score -3.449504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 249944 members 
Entering Unmasked Estep 
Score: -34495036.000000 Penalty: 6166.936523
	Iteration 73Q: 3 clusters Score -3.449504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 249945 members 
Entering Unmasked Estep 
Score: -34495028.000000 Penalty: 6166.936523
	Iteration 74Q: 3 clusters Score -3.449503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 249946 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3.449504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 249948 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3.449504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 249949 members 
Entering Unmasked Estep 
Score: -34495040.000000 Penalty: 6166.936523
	Iteration 77Q: 3 clusters Score -3.449504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 249950 members 
Entering Unmasked Estep 
Score: -34495016.000000 Penalty: 6166.936523
	Iteration 78Q: 3 clusters Score -3.449502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 249952 members 
Entering Unmasked Estep 
Score: -34495020.000000 Penalty: 6166.936523
	Iteration 79Q: 3 clusters Score -3.449502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 249956 members 
Entering Unmasked Estep 
Score: -34495044.000000 Penalty: 6166.936523
	Iteration 80F: 3 clusters Score -3.449504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 249959 members 
Entering Unmasked Estep 
Score: -34495060.000000 Penalty: 6166.936523
	Iteration 81Q: 3 clusters Score -3.449506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 249964 members 
Entering Unmasked Estep 
Score: -34495060.000000 Penalty: 6166.936523
	Iteration 82Q: 3 clusters Score -3.449506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 249971 members 
Entering Unmasked Estep 
Score: -34495048.000000 Penalty: 6166.936523
	Iteration 83Q: 3 clusters Score -3.449505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 249974 members 
Entering Unmasked Estep 
Score: -34495056.000000 Penalty: 6166.936523
	Iteration 84Q: 3 clusters Score -3.449506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 249976 members 
Entering Unmasked Estep 
Score: -34495056.000000 Penalty: 6166.936523
	Iteration 85Q: 3 clusters Score -3.449506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 249982 members 
Entering Unmasked Estep 
Score: -34495052.000000 Penalty: 6166.936523
	Iteration 86Q: 3 clusters Score -3.449505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 249985 members 
Entering Unmasked Estep 
Score: -34495088.000000 Penalty: 6166.936523
	Iteration 87Q: 3 clusters Score -3.449509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 249990 members 
Entering Unmasked Estep 
Score: -34495084.000000 Penalty: 6166.936523
	Iteration 88Q: 3 clusters Score -3.449508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 249996 members 
Entering Unmasked Estep 
Score: -34495072.000000 Penalty: 6166.936523
	Iteration 89Q: 3 clusters Score -3.449507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 250002 members 
Entering Unmasked Estep 
Score: -34495088.000000 Penalty: 6166.936523
	Iteration 90Q: 3 clusters Score -3.449509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 250003 members 
Entering Unmasked Estep 
Score: -34495088.000000 Penalty: 6166.936523
	Iteration 91Q: 3 clusters Score -3.449509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 250010 members 
Entering Unmasked Estep 
Score: -34495088.000000 Penalty: 6166.936523
	Iteration 92Q: 3 clusters Score -3.449509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 250016 members 
Entering Unmasked Estep 
Score: -34495076.000000 Penalty: 6166.936523
	Iteration 93Q: 3 clusters Score -3.449508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 250020 members 
Entering Unmasked Estep 
Score: -34495108.000000 Penalty: 6166.936523
	Iteration 94Q: 3 clusters Score -3.449511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 250025 members 
Entering Unmasked Estep 
Score: -34495108.000000 Penalty: 6166.936523
	Iteration 95Q: 3 clusters Score -3.449511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 250029 members 
Entering Unmasked Estep 
Score: -34495104.000000 Penalty: 6166.936523
	Iteration 96Q: 3 clusters Score -3.44951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 250035 members 
Entering Unmasked Estep 
Score: -34495120.000000 Penalty: 6166.936523
	Iteration 97Q: 3 clusters Score -3.449512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 250036 members 
Entering Unmasked Estep 
Score: -34495108.000000 Penalty: 6166.936523
	Iteration 98Q: 3 clusters Score -3.449511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 250038 members 
Entering Unmasked Estep 
Score: -34495092.000000 Penalty: 6166.936523
	Iteration 99Q: 3 clusters Score -3.449509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 250038 members 
Entering Unmasked Estep 
Score: -34495084.000000 Penalty: 6166.936523
	Iteration 100F: 3 clusters Score -3.449508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 250037 members 
Entering Unmasked Estep 
Score: -34495100.000000 Penalty: 6166.936523
	Iteration 101Q: 3 clusters Score -3.44951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 250038 members 
Entering Unmasked Estep 
Score: -34495096.000000 Penalty: 6166.936523
	Iteration 102Q: 3 clusters Score -3.44951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 250039 members 
Entering Unmasked Estep 
Score: -34495096.000000 Penalty: 6166.936523
	Iteration 103Q: 3 clusters Score -3.44951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 250041 members 
Entering Unmasked Estep 
Score: -34495096.000000 Penalty: 6166.936523
	Iteration 104Q: 3 clusters Score -3.44951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 250043 members 
Entering Unmasked Estep 
Score: -34495084.000000 Penalty: 6166.936523
	Iteration 105Q: 3 clusters Score -3.449508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 250047 members 
Entering Unmasked Estep 
Score: -34495116.000000 Penalty: 6166.936523
	Iteration 106Q: 3 clusters Score -3.449512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 250049 members 
Entering Unmasked Estep 
Score: -34495120.000000 Penalty: 6166.936523
	Iteration 107Q: 3 clusters Score -3.449512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 250052 members 
Entering Unmasked Estep 
Score: -34495120.000000 Penalty: 6166.936523
	Iteration 108Q: 3 clusters Score -3.449512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 250054 members 
Entering Unmasked Estep 
Score: -34495128.000000 Penalty: 6166.936523
	Iteration 109Q: 3 clusters Score -3.449513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 250055 members 
Entering Unmasked Estep 
Score: -34495116.000000 Penalty: 6166.936523
	Iteration 110Q: 3 clusters Score -3.449512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 250056 members 
Entering Unmasked Estep 
Score: -34495112.000000 Penalty: 6166.936523
	Iteration 111Q: 3 clusters Score -3.449511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 250059 members 
Entering Unmasked Estep 
Score: -34495120.000000 Penalty: 6166.936523
	Iteration 112Q: 3 clusters Score -3.449512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 250060 members 
Entering Unmasked Estep 
Score: -34495112.000000 Penalty: 6166.936523
	Iteration 113Q: 3 clusters Score -3.449511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 250061 members 
Entering Unmasked Estep 
Score: -34495120.000000 Penalty: 6166.936523
	Iteration 114Q: 3 clusters Score -3.449512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 250063 members 
Entering Unmasked Estep 
Score: -34495132.000000 Penalty: 6166.936523
	Iteration 115Q: 3 clusters Score -3.449513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 250063 members 
Entering Unmasked Estep 
Score: -34495132.000000 Penalty: 6166.936523
	Iteration 116Q: 3 clusters Score -3.449513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 250065 members 
Entering Unmasked Estep 
Score: -34495144.000000 Penalty: 6166.936523
	Iteration 117Q: 3 clusters Score -3.449514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 250065 members 
Entering Unmasked Estep 
Score: -34495144.000000 Penalty: 6166.936523
	Iteration 118Q: 3 clusters Score -3.449514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 250067 members 
Entering Unmasked Estep 
Score: -34495148.000000 Penalty: 6166.936523
	Iteration 119Q: 3 clusters Score -3.449515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 250068 members 
Entering Unmasked Estep 
Score: -34495172.000000 Penalty: 6166.936523
	Iteration 120F: 3 clusters Score -3.449517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 250066 members 
Entering Unmasked Estep 
Score: -34495160.000000 Penalty: 6166.936523
	Iteration 121Q: 3 clusters Score -3.449516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 250066 members 
Entering Unmasked Estep 
Score: -34495160.000000 Penalty: 6166.936523
	Iteration 122F: 3 clusters Score -3.449516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Entering Unmasked Estep 
Score: -6639442.000000 Penalty: 2681.223145
	Iteration 0F: 2 clusters Score -6639442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -6606108.000000 Penalty: 5362.446289
	Iteration 0F: 3 clusters Score -6606108 nChanged 22979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -6618746.500000 Penalty: 5362.446289
	Iteration 1F: 3 clusters Score -6618746 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -6619459.500000 Penalty: 5362.446289
	Iteration 2Q: 3 clusters Score -6619460 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -6620377.500000 Penalty: 5362.446289
	Iteration 3Q: 3 clusters Score -6620378 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -6621524.000000 Penalty: 5362.446289
	Iteration 4Q: 3 clusters Score -6621524 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -6623361.500000 Penalty: 5362.446289
	Iteration 5F: 3 clusters Score -6623362 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -6626403.500000 Penalty: 5362.446289
	Iteration 6F: 3 clusters Score -6626404 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -6630023.000000 Penalty: 5362.446289
	Iteration 7F: 3 clusters Score -6630023 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -6633078.000000 Penalty: 5362.446289
	Iteration 8F: 3 clusters Score -6633078 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -6635410.500000 Penalty: 5362.446289
	Iteration 9F: 3 clusters Score -6635410 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -6637234.000000 Penalty: 5362.446289
	Iteration 10Q: 3 clusters Score -6637234 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -6638818.500000 Penalty: 5362.446289
	Iteration 11Q: 3 clusters Score -6638818 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -6639941.000000 Penalty: 5362.446289
	Iteration 12Q: 3 clusters Score -6639941 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -6640504.000000 Penalty: 5362.446289
	Iteration 13Q: 3 clusters Score -6640504 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -6640741.500000 Penalty: 5362.446289
	Iteration 14Q: 3 clusters Score -6640742 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -6640881.500000 Penalty: 5362.446289
	Iteration 15Q: 3 clusters Score -6640882 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -6640951.000000 Penalty: 5362.446289
	Iteration 16Q: 3 clusters Score -6640951 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -6641001.500000 Penalty: 5362.446289
	Iteration 17Q: 3 clusters Score -6641002 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -6641007.500000 Penalty: 5362.446289
	Iteration 18Q: 3 clusters Score -6641008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -6641023.500000 Penalty: 5362.446289
	Iteration 19Q: 3 clusters Score -6641024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6641027.500000 Penalty: 5362.446289
	Iteration 20F: 3 clusters Score -6641028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -6641041.500000 Penalty: 5362.446289
	Iteration 21Q: 3 clusters Score -6641042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -6641041.500000 Penalty: 5362.446289
	Iteration 22Q: 3 clusters Score -6641042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -6641039.500000 Penalty: 5362.446289
	Iteration 23Q: 3 clusters Score -6641040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -6641038.500000 Penalty: 5362.446289
	Iteration 24Q: 3 clusters Score -6641038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -6641042.000000 Penalty: 5362.446289
	Iteration 25Q: 3 clusters Score -6641042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -6641051.000000 Penalty: 5362.446289
	Iteration 26Q: 3 clusters Score -6641051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6641039.000000 Penalty: 5362.446289
	Iteration 27Q: 3 clusters Score -6641039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -6641049.000000 Penalty: 5362.446289
	Iteration 28Q: 3 clusters Score -6641049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -6641043.500000 Penalty: 5362.446289
	Iteration 29Q: 3 clusters Score -6641044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -6641048.000000 Penalty: 5362.446289
	Iteration 30Q: 3 clusters Score -6641048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -6641047.500000 Penalty: 5362.446289
	Iteration 31Q: 3 clusters Score -6641048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -6641044.000000 Penalty: 5362.446289
	Iteration 32Q: 3 clusters Score -6641044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -6641044.000000 Penalty: 5362.446289
	Iteration 33F: 3 clusters Score -6641044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 156192 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 47203 members 
Mstep: Class 4 contains 69626 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 78266 members 
Mstep: Class 8 contains 136549 members 
Mstep: Class 9 contains 251033 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 16122 members 
Mstep: Class 14 contains 2126 members 
Mstep: Class 15 contains 16604 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 183469 members 
Mstep: Class 19 contains 46056 members 
Entering Unmasked Estep 
Score: -137418752.000000 Penalty: 54875.910156
Splitting cluster 10 changes total score from -137409648.000000 to -137418752.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 11 (16122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Entering Unmasked Estep 
Score: -2254807.250000 Penalty: 2402.609131
	Iteration 0F: 2 clusters Score -2254807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2243204.750000 Penalty: 4805.218262
	Iteration 0F: 3 clusters Score -2243205 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2246966.000000 Penalty: 4805.218262
	Iteration 1F: 3 clusters Score -2246966 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2247321.500000 Penalty: 4805.218262
	Iteration 2F: 3 clusters Score -2247322 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2247624.750000 Penalty: 4805.218262
	Iteration 3Q: 3 clusters Score -2247625 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2247940.000000 Penalty: 4805.218262
	Iteration 4Q: 3 clusters Score -2247940 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2248352.500000 Penalty: 4805.218262
	Iteration 5Q: 3 clusters Score -2248352 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2248901.250000 Penalty: 4805.218262
	Iteration 6F: 3 clusters Score -2248901 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2249549.750000 Penalty: 4805.218262
	Iteration 7F: 3 clusters Score -2249550 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2250240.750000 Penalty: 4805.218262
	Iteration 8F: 3 clusters Score -2250241 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2250933.750000 Penalty: 4805.218262
	Iteration 9F: 3 clusters Score -2250934 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2251583.750000 Penalty: 4805.218262
	Iteration 10Q: 3 clusters Score -2251584 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2252045.250000 Penalty: 4805.218262
	Iteration 11Q: 3 clusters Score -2252045 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2252327.000000 Penalty: 4805.218262
	Iteration 12Q: 3 clusters Score -2252327 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2252481.000000 Penalty: 4805.218262
	Iteration 13Q: 3 clusters Score -2252481 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2252568.000000 Penalty: 4805.218262
	Iteration 14Q: 3 clusters Score -2252568 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2252621.000000 Penalty: 4805.218262
	Iteration 15Q: 3 clusters Score -2252621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2252661.500000 Penalty: 4805.218262
	Iteration 16Q: 3 clusters Score -2252662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2252686.250000 Penalty: 4805.218262
	Iteration 17Q: 3 clusters Score -2252686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2252717.500000 Penalty: 4805.218262
	Iteration 18Q: 3 clusters Score -2252718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2252738.250000 Penalty: 4805.218262
	Iteration 19Q: 3 clusters Score -2252738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2252756.250000 Penalty: 4805.218262
	Iteration 20F: 3 clusters Score -2252756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2252768.750000 Penalty: 4805.218262
	Iteration 21Q: 3 clusters Score -2252769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2252780.500000 Penalty: 4805.218262
	Iteration 22Q: 3 clusters Score -2252780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2252789.250000 Penalty: 4805.218262
	Iteration 23Q: 3 clusters Score -2252789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2252800.750000 Penalty: 4805.218262
	Iteration 24Q: 3 clusters Score -2252801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2252809.000000 Penalty: 4805.218262
	Iteration 25Q: 3 clusters Score -2252809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2252819.000000 Penalty: 4805.218262
	Iteration 26Q: 3 clusters Score -2252819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2252830.000000 Penalty: 4805.218262
	Iteration 27Q: 3 clusters Score -2252830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2252837.250000 Penalty: 4805.218262
	Iteration 28Q: 3 clusters Score -2252837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2252840.500000 Penalty: 4805.218262
	Iteration 29Q: 3 clusters Score -2252840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2252845.250000 Penalty: 4805.218262
	Iteration 30Q: 3 clusters Score -2252845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2252850.000000 Penalty: 4805.218262
	Iteration 31Q: 3 clusters Score -2252850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2252850.000000 Penalty: 4805.218262
	Iteration 32Q: 3 clusters Score -2252850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2252851.250000 Penalty: 4805.218262
	Iteration 33Q: 3 clusters Score -2252851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2252852.000000 Penalty: 4805.218262
	Iteration 34Q: 3 clusters Score -2252852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2252851.750000 Penalty: 4805.218262
	Iteration 35Q: 3 clusters Score -2252852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2252852.750000 Penalty: 4805.218262
	Iteration 36Q: 3 clusters Score -2252853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2252852.750000 Penalty: 4805.218262
	Iteration 37F: 3 clusters Score -2252853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -272429.125000 Penalty: 1900.175415
	Iteration 0F: 2 clusters Score -272429.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -269833.031250 Penalty: 3800.350830
	Iteration 0F: 3 clusters Score -269833 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -270580.093750 Penalty: 3800.350830
	Iteration 1F: 3 clusters Score -270580.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -270844.500000 Penalty: 3800.350830
	Iteration 2F: 3 clusters Score -270844.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -271138.500000 Penalty: 3800.350830
	Iteration 3F: 3 clusters Score -271138.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -271481.156250 Penalty: 3800.350830
	Iteration 4F: 3 clusters Score -271481.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271771.875000 Penalty: 3800.350830
	Iteration 5F: 3 clusters Score -271771.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -271930.406250 Penalty: 3800.350830
	Iteration 6Q: 3 clusters Score -271930.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -272012.000000 Penalty: 3800.350830
	Iteration 7Q: 3 clusters Score -272012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -272067.781250 Penalty: 3800.350830
	Iteration 8Q: 3 clusters Score -272067.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -272099.468750 Penalty: 3800.350830
	Iteration 9Q: 3 clusters Score -272099.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -272130.218750 Penalty: 3800.350830
	Iteration 10Q: 3 clusters Score -272130.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -272156.250000 Penalty: 3800.350830
	Iteration 11Q: 3 clusters Score -272156.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -272191.062500 Penalty: 3800.350830
	Iteration 12Q: 3 clusters Score -272191.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -272208.375000 Penalty: 3800.350830
	Iteration 13Q: 3 clusters Score -272208.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -272221.218750 Penalty: 3800.350830
	Iteration 14Q: 3 clusters Score -272221.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -272239.968750 Penalty: 3800.350830
	Iteration 15Q: 3 clusters Score -272240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -272272.500000 Penalty: 3800.350830
	Iteration 16Q: 3 clusters Score -272272.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -272319.906250 Penalty: 3800.350830
	Iteration 17Q: 3 clusters Score -272319.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -272381.656250 Penalty: 3800.350830
	Iteration 18Q: 3 clusters Score -272381.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -272473.968750 Penalty: 3800.350830
	Iteration 19Q: 3 clusters Score -272474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -272602.406250 Penalty: 3800.350830
	Iteration 20F: 3 clusters Score -272602.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -272745.468750 Penalty: 3800.350830
	Iteration 21Q: 3 clusters Score -272745.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -272988.250000 Penalty: 3800.350830
	Iteration 22Q: 3 clusters Score -272988.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -273207.781250 Penalty: 3800.350830
	Iteration 23Q: 3 clusters Score -273207.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -273309.625000 Penalty: 3800.350830
	Iteration 24Q: 3 clusters Score -273309.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -273398.593750 Penalty: 3800.350830
	Iteration 25Q: 3 clusters Score -273398.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -273428.281250 Penalty: 3800.350830
	Iteration 26Q: 3 clusters Score -273428.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -273444.156250 Penalty: 3800.350830
	Iteration 27Q: 3 clusters Score -273444.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -273461.781250 Penalty: 3800.350830
	Iteration 28Q: 3 clusters Score -273461.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -273473.843750 Penalty: 3800.350830
	Iteration 29Q: 3 clusters Score -273473.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -273489.218750 Penalty: 3800.350830
	Iteration 30Q: 3 clusters Score -273489.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -273524.312500 Penalty: 3800.350830
	Iteration 31Q: 3 clusters Score -273524.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -273561.437500 Penalty: 3800.350830
	Iteration 32Q: 3 clusters Score -273561.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -273579.562500 Penalty: 3800.350830
	Iteration 33Q: 3 clusters Score -273579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -273601.093750 Penalty: 3800.350830
	Iteration 34Q: 3 clusters Score -273601.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -273618.687500 Penalty: 3800.350830
	Iteration 35Q: 3 clusters Score -273618.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -273630.843750 Penalty: 3800.350830
	Iteration 36Q: 3 clusters Score -273630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -273649.000000 Penalty: 3800.350830
	Iteration 37Q: 3 clusters Score -273649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -273660.875000 Penalty: 3800.350830
	Iteration 38Q: 3 clusters Score -273660.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -273682.812500 Penalty: 3800.350830
	Iteration 39Q: 3 clusters Score -273682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -273879.187500 Penalty: 3800.350830
	Iteration 40F: 3 clusters Score -273879.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -274570.531250 Penalty: 3800.350830
	Iteration 41Q: 3 clusters Score -274570.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -274803.468750 Penalty: 3800.350830
	Iteration 42Q: 3 clusters Score -274803.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -274931.406250 Penalty: 3800.350830
	Iteration 43Q: 3 clusters Score -274931.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -275013.968750 Penalty: 3800.350830
	Iteration 44Q: 3 clusters Score -275014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -275087.812500 Penalty: 3800.350830
	Iteration 45Q: 3 clusters Score -275087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -275176.812500 Penalty: 3800.350830
	Iteration 46Q: 3 clusters Score -275176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -275183.593750 Penalty: 3800.350830
	Iteration 47Q: 3 clusters Score -275183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -275277.875000 Penalty: 3800.350830
	Iteration 48F: 3 clusters Score -275277.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -275783.250000 Penalty: 3800.350830
	Iteration 49Q: 3 clusters Score -275783.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -276408.093750 Penalty: 3800.350830
	Iteration 50Q: 3 clusters Score -276408.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -276408.093750 Penalty: 3800.350830
	Iteration 51F: 3 clusters Score -276408.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 156192 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 47203 members 
Mstep: Class 4 contains 69626 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 78266 members 
Mstep: Class 8 contains 136549 members 
Mstep: Class 9 contains 251033 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 16122 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16604 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 183469 members 
Mstep: Class 19 contains 46056 members 
Entering Unmasked Estep 
Score: -137421120.000000 Penalty: 58305.656250
Splitting cluster 14 changes total score from -137409648.000000 to -137421120.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -2313857.000000 Penalty: 2409.914795
	Iteration 0F: 2 clusters Score -2313857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2301990.000000 Penalty: 4819.829590
	Iteration 0F: 3 clusters Score -2301990 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2305784.750000 Penalty: 4819.829590
	Iteration 1F: 3 clusters Score -2305785 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2306137.000000 Penalty: 4819.829590
	Iteration 2F: 3 clusters Score -2306137 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2306378.250000 Penalty: 4819.829590
	Iteration 3Q: 3 clusters Score -2306378 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2306577.500000 Penalty: 4819.829590
	Iteration 4Q: 3 clusters Score -2306578 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2306749.500000 Penalty: 4819.829590
	Iteration 5Q: 3 clusters Score -2306750 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2306900.250000 Penalty: 4819.829590
	Iteration 6Q: 3 clusters Score -2306900 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2307079.500000 Penalty: 4819.829590
	Iteration 7Q: 3 clusters Score -2307080 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2307244.750000 Penalty: 4819.829590
	Iteration 8Q: 3 clusters Score -2307245 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2307444.000000 Penalty: 4819.829590
	Iteration 9Q: 3 clusters Score -2307444 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2307724.500000 Penalty: 4819.829590
	Iteration 10Q: 3 clusters Score -2307724 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2308100.750000 Penalty: 4819.829590
	Iteration 11Q: 3 clusters Score -2308101 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2308596.250000 Penalty: 4819.829590
	Iteration 12Q: 3 clusters Score -2308596 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2309250.750000 Penalty: 4819.829590
	Iteration 13F: 3 clusters Score -2309251 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2309988.250000 Penalty: 4819.829590
	Iteration 14F: 3 clusters Score -2309988 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2310623.500000 Penalty: 4819.829590
	Iteration 15Q: 3 clusters Score -2310624 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2311100.250000 Penalty: 4819.829590
	Iteration 16Q: 3 clusters Score -2311100 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2311392.000000 Penalty: 4819.829590
	Iteration 17Q: 3 clusters Score -2311392 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2311537.500000 Penalty: 4819.829590
	Iteration 18Q: 3 clusters Score -2311538 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2311630.750000 Penalty: 4819.829590
	Iteration 19Q: 3 clusters Score -2311631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2311674.750000 Penalty: 4819.829590
	Iteration 20F: 3 clusters Score -2311675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2311717.250000 Penalty: 4819.829590
	Iteration 21Q: 3 clusters Score -2311717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2311741.500000 Penalty: 4819.829590
	Iteration 22Q: 3 clusters Score -2311742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2311756.750000 Penalty: 4819.829590
	Iteration 23Q: 3 clusters Score -2311757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2311767.000000 Penalty: 4819.829590
	Iteration 24Q: 3 clusters Score -2311767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2311776.750000 Penalty: 4819.829590
	Iteration 25Q: 3 clusters Score -2311777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2311788.000000 Penalty: 4819.829590
	Iteration 26Q: 3 clusters Score -2311788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2311795.750000 Penalty: 4819.829590
	Iteration 27Q: 3 clusters Score -2311796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2311800.250000 Penalty: 4819.829590
	Iteration 28Q: 3 clusters Score -2311800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2311800.250000 Penalty: 4819.829590
	Iteration 29F: 3 clusters Score -2311800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Entering Unmasked Estep 
Score: -544400.687500 Penalty: 2071.667480
	Iteration 0F: 2 clusters Score -544400.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -540329.500000 Penalty: 4143.334961
	Iteration 0F: 3 clusters Score -540329.5 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -541228.312500 Penalty: 4143.334961
	Iteration 1F: 3 clusters Score -541228.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -541463.125000 Penalty: 4143.334961
	Iteration 2F: 3 clusters Score -541463.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -541623.187500 Penalty: 4143.334961
	Iteration 3F: 3 clusters Score -541623.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -541730.687500 Penalty: 4143.334961
	Iteration 4Q: 3 clusters Score -541730.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -541819.250000 Penalty: 4143.334961
	Iteration 5Q: 3 clusters Score -541819.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -541910.812500 Penalty: 4143.334961
	Iteration 6Q: 3 clusters Score -541910.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -541999.312500 Penalty: 4143.334961
	Iteration 7Q: 3 clusters Score -541999.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -542108.687500 Penalty: 4143.334961
	Iteration 8Q: 3 clusters Score -542108.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -542238.562500 Penalty: 4143.334961
	Iteration 9Q: 3 clusters Score -542238.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -542368.937500 Penalty: 4143.334961
	Iteration 10Q: 3 clusters Score -542368.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -542497.500000 Penalty: 4143.334961
	Iteration 11Q: 3 clusters Score -542497.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -542607.125000 Penalty: 4143.334961
	Iteration 12Q: 3 clusters Score -542607.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -542685.312500 Penalty: 4143.334961
	Iteration 13Q: 3 clusters Score -542685.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -542741.562500 Penalty: 4143.334961
	Iteration 14Q: 3 clusters Score -542741.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -542771.750000 Penalty: 4143.334961
	Iteration 15Q: 3 clusters Score -542771.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -542801.250000 Penalty: 4143.334961
	Iteration 16Q: 3 clusters Score -542801.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -542826.937500 Penalty: 4143.334961
	Iteration 17Q: 3 clusters Score -542826.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -542853.125000 Penalty: 4143.334961
	Iteration 18Q: 3 clusters Score -542853.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -542871.187500 Penalty: 4143.334961
	Iteration 19Q: 3 clusters Score -542871.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -542890.937500 Penalty: 4143.334961
	Iteration 20F: 3 clusters Score -542890.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -542908.375000 Penalty: 4143.334961
	Iteration 21Q: 3 clusters Score -542908.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -542923.187500 Penalty: 4143.334961
	Iteration 22Q: 3 clusters Score -542923.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -542938.187500 Penalty: 4143.334961
	Iteration 23Q: 3 clusters Score -542938.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -542952.812500 Penalty: 4143.334961
	Iteration 24Q: 3 clusters Score -542952.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -542961.687500 Penalty: 4143.334961
	Iteration 25Q: 3 clusters Score -542961.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -542967.687500 Penalty: 4143.334961
	Iteration 26Q: 3 clusters Score -542967.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -542971.937500 Penalty: 4143.334961
	Iteration 27Q: 3 clusters Score -542971.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -542975.312500 Penalty: 4143.334961
	Iteration 28Q: 3 clusters Score -542975.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -542977.562500 Penalty: 4143.334961
	Iteration 29Q: 3 clusters Score -542977.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -542979.062500 Penalty: 4143.334961
	Iteration 30Q: 3 clusters Score -542979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -542980.562500 Penalty: 4143.334961
	Iteration 31Q: 3 clusters Score -542980.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -542981.625000 Penalty: 4143.334961
	Iteration 32Q: 3 clusters Score -542981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -542983.875000 Penalty: 4143.334961
	Iteration 33Q: 3 clusters Score -542983.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -542986.312500 Penalty: 4143.334961
	Iteration 34Q: 3 clusters Score -542986.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -542986.562500 Penalty: 4143.334961
	Iteration 35Q: 3 clusters Score -542986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -542988.687500 Penalty: 4143.334961
	Iteration 36Q: 3 clusters Score -542988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -542989.062500 Penalty: 4143.334961
	Iteration 37Q: 3 clusters Score -542989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -542989.750000 Penalty: 4143.334961
	Iteration 38Q: 3 clusters Score -542989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -542989.750000 Penalty: 4143.334961
	Iteration 39F: 3 clusters Score -542989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -184683.843750 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -184683.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -182485.015625 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -182485 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -183686.171875 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -183686.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -184734.718750 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -184734.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -185495.906250 Penalty: 3661.842285
	Iteration 3F: 3 clusters Score -185495.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -186026.265625 Penalty: 3661.842285
	Iteration 4F: 3 clusters Score -186026.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -186188.656250 Penalty: 3661.842285
	Iteration 5Q: 3 clusters Score -186188.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186309.625000 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -186309.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -186338.281250 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -186338.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -186355.296875 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -186355.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -186364.937500 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -186364.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -186380.718750 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -186380.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -186408.593750 Penalty: 3661.842285
	Iteration 11Q: 3 clusters Score -186408.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186477.593750 Penalty: 3661.842285
	Iteration 12Q: 3 clusters Score -186477.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -186937.109375 Penalty: 3661.842285
	Iteration 13Q: 3 clusters Score -186937.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -187386.109375 Penalty: 3661.842285
	Iteration 14Q: 3 clusters Score -187386.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187429.328125 Penalty: 3661.842285
	Iteration 15Q: 3 clusters Score -187429.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -187463.828125 Penalty: 3661.842285
	Iteration 16Q: 3 clusters Score -187463.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -187498.296875 Penalty: 3661.842285
	Iteration 17Q: 3 clusters Score -187498.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -187547.281250 Penalty: 3661.842285
	Iteration 18Q: 3 clusters Score -187547.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -187605.859375 Penalty: 3661.842285
	Iteration 19Q: 3 clusters Score -187605.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -187777.937500 Penalty: 3661.842285
	Iteration 20F: 3 clusters Score -187777.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -188143.546875 Penalty: 3661.842285
	Iteration 21Q: 3 clusters Score -188143.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -188250.500000 Penalty: 3661.842285
	Iteration 22Q: 3 clusters Score -188250.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -188286.359375 Penalty: 3661.842285
	Iteration 23Q: 3 clusters Score -188286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -188292.421875 Penalty: 3661.842285
	Iteration 24Q: 3 clusters Score -188292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -188293.375000 Penalty: 3661.842285
	Iteration 25Q: 3 clusters Score -188293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -188293.375000 Penalty: 3661.842285
	Iteration 26F: 3 clusters Score -188293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 156192 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 47203 members 
Mstep: Class 4 contains 69626 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 78266 members 
Mstep: Class 8 contains 136549 members 
Mstep: Class 9 contains 251033 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 16122 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16604 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 663 members 
Mstep: Class 18 contains 183469 members 
Mstep: Class 19 contains 46056 members 
Entering Unmasked Estep 
Score: -137423328.000000 Penalty: 61735.398438
Splitting cluster 17 changes total score from -137409648.000000 to -137423328.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 18 (183469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183469 members 
Entering Unmasked Estep 
Score: -25278240.000000 Penalty: 3005.710449
	Iteration 0F: 2 clusters Score -2.527824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91702 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -25162774.000000 Penalty: 6011.420898
	Iteration 0F: 3 clusters Score -2.516277e+07 nChanged 88278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 92411 members 
Entering Unmasked Estep 
Score: -25214780.000000 Penalty: 6011.420898
	Iteration 1F: 3 clusters Score -2.521478e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -25216660.000000 Penalty: 6011.420898
	Iteration 2Q: 3 clusters Score -2.521666e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90587 members 
Mstep: Class 2 contains 92882 members 
Entering Unmasked Estep 
Score: -25218824.000000 Penalty: 6011.420898
	Iteration 3Q: 3 clusters Score -2.521882e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -25222332.000000 Penalty: 6011.420898
	Iteration 4Q: 3 clusters Score -2.522233e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 93342 members 
Entering Unmasked Estep 
Score: -25227346.000000 Penalty: 6011.420898
	Iteration 5Q: 3 clusters Score -2.522735e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -25234978.000000 Penalty: 6011.420898
	Iteration 6F: 3 clusters Score -2.523498e+07 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
Score: -25244428.000000 Penalty: 6011.420898
	Iteration 7F: 3 clusters Score -2.524443e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91726 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -25253376.000000 Penalty: 6011.420898
	Iteration 8F: 3 clusters Score -2.525338e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -25258206.000000 Penalty: 6011.420898
	Iteration 9F: 3 clusters Score -2.525821e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93060 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -25259870.000000 Penalty: 6011.420898
	Iteration 10Q: 3 clusters Score -2.525987e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -25260348.000000 Penalty: 6011.420898
	Iteration 11Q: 3 clusters Score -2.526035e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -25260808.000000 Penalty: 6011.420898
	Iteration 12Q: 3 clusters Score -2.526081e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -25260956.000000 Penalty: 6011.420898
	Iteration 13Q: 3 clusters Score -2.526096e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -25261266.000000 Penalty: 6011.420898
	Iteration 14Q: 3 clusters Score -2.526127e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -25261588.000000 Penalty: 6011.420898
	Iteration 15Q: 3 clusters Score -2.526159e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98078 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -25261910.000000 Penalty: 6011.420898
	Iteration 16Q: 3 clusters Score -2.526191e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -25262206.000000 Penalty: 6011.420898
	Iteration 17Q: 3 clusters Score -2.526221e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100547 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -25262674.000000 Penalty: 6011.420898
	Iteration 18Q: 3 clusters Score -2.526267e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101983 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -25263210.000000 Penalty: 6011.420898
	Iteration 19Q: 3 clusters Score -2.526321e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -25263730.000000 Penalty: 6011.420898
	Iteration 20F: 3 clusters Score -2.526373e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105144 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -25264240.000000 Penalty: 6011.420898
	Iteration 21Q: 3 clusters Score -2.526424e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -25264826.000000 Penalty: 6011.420898
	Iteration 22Q: 3 clusters Score -2.526483e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108506 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
Score: -25265360.000000 Penalty: 6011.420898
	Iteration 23Q: 3 clusters Score -2.526536e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110247 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -25265880.000000 Penalty: 6011.420898
	Iteration 24Q: 3 clusters Score -2.526588e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111931 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -25266312.000000 Penalty: 6011.420898
	Iteration 25Q: 3 clusters Score -2.526631e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113621 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -25266782.000000 Penalty: 6011.420898
	Iteration 26Q: 3 clusters Score -2.526678e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115323 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -25267176.000000 Penalty: 6011.420898
	Iteration 27Q: 3 clusters Score -2.526718e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116975 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -25267640.000000 Penalty: 6011.420898
	Iteration 28Q: 3 clusters Score -2.526764e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118657 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -25268064.000000 Penalty: 6011.420898
	Iteration 29Q: 3 clusters Score -2.526806e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120354 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -25268422.000000 Penalty: 6011.420898
	Iteration 30Q: 3 clusters Score -2.526842e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122034 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -25268734.000000 Penalty: 6011.420898
	Iteration 31Q: 3 clusters Score -2.526873e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123671 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -25268890.000000 Penalty: 6011.420898
	Iteration 32Q: 3 clusters Score -2.526889e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125326 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -25269116.000000 Penalty: 6011.420898
	Iteration 33Q: 3 clusters Score -2.526912e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127050 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -25269324.000000 Penalty: 6011.420898
	Iteration 34Q: 3 clusters Score -2.526932e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128877 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -25269622.000000 Penalty: 6011.420898
	Iteration 35Q: 3 clusters Score -2.526962e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130828 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -25270046.000000 Penalty: 6011.420898
	Iteration 36Q: 3 clusters Score -2.527005e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132822 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -25270322.000000 Penalty: 6011.420898
	Iteration 37Q: 3 clusters Score -2.527032e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134799 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -25270900.000000 Penalty: 6011.420898
	Iteration 38Q: 3 clusters Score -2.52709e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136820 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -25271176.000000 Penalty: 6011.420898
	Iteration 39Q: 3 clusters Score -2.527118e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138930 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -25271686.000000 Penalty: 6011.420898
	Iteration 40F: 3 clusters Score -2.527169e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141055 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -25272020.000000 Penalty: 6011.420898
	Iteration 41Q: 3 clusters Score -2.527202e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143172 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -25272512.000000 Penalty: 6011.420898
	Iteration 42Q: 3 clusters Score -2.527251e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145231 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -25272962.000000 Penalty: 6011.420898
	Iteration 43Q: 3 clusters Score -2.527296e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147316 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -25273178.000000 Penalty: 6011.420898
	Iteration 44Q: 3 clusters Score -2.527318e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149332 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -25273364.000000 Penalty: 6011.420898
	Iteration 45Q: 3 clusters Score -2.527336e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151233 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -25273624.000000 Penalty: 6011.420898
	Iteration 46Q: 3 clusters Score -2.527362e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153103 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -25273980.000000 Penalty: 6011.420898
	Iteration 47Q: 3 clusters Score -2.527398e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154876 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -25274170.000000 Penalty: 6011.420898
	Iteration 48Q: 3 clusters Score -2.527417e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156531 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -25274358.000000 Penalty: 6011.420898
	Iteration 49Q: 3 clusters Score -2.527436e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158117 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -25274490.000000 Penalty: 6011.420898
	Iteration 50Q: 3 clusters Score -2.527449e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159696 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -25274780.000000 Penalty: 6011.420898
	Iteration 51Q: 3 clusters Score -2.527478e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161187 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -25275020.000000 Penalty: 6011.420898
	Iteration 52Q: 3 clusters Score -2.527502e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162640 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -25275212.000000 Penalty: 6011.420898
	Iteration 53Q: 3 clusters Score -2.527521e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -25275364.000000 Penalty: 6011.420898
	Iteration 54Q: 3 clusters Score -2.527536e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165363 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -25275340.000000 Penalty: 6011.420898
	Iteration 55Q: 3 clusters Score -2.527534e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166613 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -25275510.000000 Penalty: 6011.420898
	Iteration 56Q: 3 clusters Score -2.527551e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167794 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -25275688.000000 Penalty: 6011.420898
	Iteration 57Q: 3 clusters Score -2.527569e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168897 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -25275802.000000 Penalty: 6011.420898
	Iteration 58Q: 3 clusters Score -2.52758e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169953 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -25275806.000000 Penalty: 6011.420898
	Iteration 59Q: 3 clusters Score -2.527581e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170926 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -25275938.000000 Penalty: 6011.420898
	Iteration 60F: 3 clusters Score -2.527594e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171825 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -25275944.000000 Penalty: 6011.420898
	Iteration 61Q: 3 clusters Score -2.527594e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172658 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -25276070.000000 Penalty: 6011.420898
	Iteration 62Q: 3 clusters Score -2.527607e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173403 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -25276180.000000 Penalty: 6011.420898
	Iteration 63Q: 3 clusters Score -2.527618e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174090 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -25276212.000000 Penalty: 6011.420898
	Iteration 64Q: 3 clusters Score -2.527621e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174744 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -25276210.000000 Penalty: 6011.420898
	Iteration 65Q: 3 clusters Score -2.527621e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175339 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -25276292.000000 Penalty: 6011.420898
	Iteration 66Q: 3 clusters Score -2.527629e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175870 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -25276372.000000 Penalty: 6011.420898
	Iteration 67Q: 3 clusters Score -2.527637e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176359 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -25276302.000000 Penalty: 6011.420898
	Iteration 68Q: 3 clusters Score -2.52763e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176845 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -25276478.000000 Penalty: 6011.420898
	Iteration 69Q: 3 clusters Score -2.527648e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177289 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -25276536.000000 Penalty: 6011.420898
	Iteration 70Q: 3 clusters Score -2.527654e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177658 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -25276550.000000 Penalty: 6011.420898
	Iteration 71Q: 3 clusters Score -2.527655e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178007 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -25276618.000000 Penalty: 6011.420898
	Iteration 72Q: 3 clusters Score -2.527662e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178305 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -25276612.000000 Penalty: 6011.420898
	Iteration 73Q: 3 clusters Score -2.527661e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178572 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -25276618.000000 Penalty: 6011.420898
	Iteration 74Q: 3 clusters Score -2.527662e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178829 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -25276630.000000 Penalty: 6011.420898
	Iteration 75Q: 3 clusters Score -2.527663e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179073 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -25276686.000000 Penalty: 6011.420898
	Iteration 76Q: 3 clusters Score -2.527669e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179308 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -25276718.000000 Penalty: 6011.420898
	Iteration 77Q: 3 clusters Score -2.527672e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179499 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -25276744.000000 Penalty: 6011.420898
	Iteration 78Q: 3 clusters Score -2.527674e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179689 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -25276730.000000 Penalty: 6011.420898
	Iteration 79Q: 3 clusters Score -2.527673e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179849 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -25276728.000000 Penalty: 6011.420898
	Iteration 80F: 3 clusters Score -2.527673e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179992 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -25276722.000000 Penalty: 6011.420898
	Iteration 81Q: 3 clusters Score -2.527672e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180103 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -25276710.000000 Penalty: 6011.420898
	Iteration 82Q: 3 clusters Score -2.527671e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180198 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -25276728.000000 Penalty: 6011.420898
	Iteration 83Q: 3 clusters Score -2.527673e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180287 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -25276702.000000 Penalty: 6011.420898
	Iteration 84Q: 3 clusters Score -2.52767e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180362 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -25276682.000000 Penalty: 6011.420898
	Iteration 85Q: 3 clusters Score -2.527668e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180432 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -25276664.000000 Penalty: 6011.420898
	Iteration 86Q: 3 clusters Score -2.527666e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180493 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -25276642.000000 Penalty: 6011.420898
	Iteration 87Q: 3 clusters Score -2.527664e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180548 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -25276630.000000 Penalty: 6011.420898
	Iteration 88Q: 3 clusters Score -2.527663e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180596 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -25276610.000000 Penalty: 6011.420898
	Iteration 89Q: 3 clusters Score -2.527661e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180642 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -25276614.000000 Penalty: 6011.420898
	Iteration 90Q: 3 clusters Score -2.527661e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180684 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -25276636.000000 Penalty: 6011.420898
	Iteration 91Q: 3 clusters Score -2.527664e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180717 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25276620.000000 Penalty: 6011.420898
	Iteration 92Q: 3 clusters Score -2.527662e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180754 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -25276630.000000 Penalty: 6011.420898
	Iteration 93Q: 3 clusters Score -2.527663e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180791 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -25276660.000000 Penalty: 6011.420898
	Iteration 94Q: 3 clusters Score -2.527666e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180820 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -25276670.000000 Penalty: 6011.420898
	Iteration 95Q: 3 clusters Score -2.527667e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180846 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -25276694.000000 Penalty: 6011.420898
	Iteration 96Q: 3 clusters Score -2.527669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180867 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -25276706.000000 Penalty: 6011.420898
	Iteration 97Q: 3 clusters Score -2.527671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180884 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -25276714.000000 Penalty: 6011.420898
	Iteration 98Q: 3 clusters Score -2.527671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180894 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -25276718.000000 Penalty: 6011.420898
	Iteration 99Q: 3 clusters Score -2.527672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180899 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -25276712.000000 Penalty: 6011.420898
	Iteration 100F: 3 clusters Score -2.527671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180906 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -25276718.000000 Penalty: 6011.420898
	Iteration 101Q: 3 clusters Score -2.527672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180915 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -25276720.000000 Penalty: 6011.420898
	Iteration 102Q: 3 clusters Score -2.527672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180927 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -25276722.000000 Penalty: 6011.420898
	Iteration 103Q: 3 clusters Score -2.527672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180943 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -25276736.000000 Penalty: 6011.420898
	Iteration 104Q: 3 clusters Score -2.527674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180962 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -25276722.000000 Penalty: 6011.420898
	Iteration 105Q: 3 clusters Score -2.527672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180974 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -25276754.000000 Penalty: 6011.420898
	Iteration 106Q: 3 clusters Score -2.527675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180992 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -25276744.000000 Penalty: 6011.420898
	Iteration 107Q: 3 clusters Score -2.527674e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181012 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -25276718.000000 Penalty: 6011.420898
	Iteration 108Q: 3 clusters Score -2.527672e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181038 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -25276726.000000 Penalty: 6011.420898
	Iteration 109Q: 3 clusters Score -2.527673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181061 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -25276724.000000 Penalty: 6011.420898
	Iteration 110Q: 3 clusters Score -2.527672e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181085 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -25276732.000000 Penalty: 6011.420898
	Iteration 111Q: 3 clusters Score -2.527673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181107 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -25276732.000000 Penalty: 6011.420898
	Iteration 112Q: 3 clusters Score -2.527673e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181130 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -25276748.000000 Penalty: 6011.420898
	Iteration 113Q: 3 clusters Score -2.527675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181145 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -25276726.000000 Penalty: 6011.420898
	Iteration 114Q: 3 clusters Score -2.527673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181159 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -25276726.000000 Penalty: 6011.420898
	Iteration 115Q: 3 clusters Score -2.527673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181176 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -25276726.000000 Penalty: 6011.420898
	Iteration 116Q: 3 clusters Score -2.527673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181185 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -25276732.000000 Penalty: 6011.420898
	Iteration 117Q: 3 clusters Score -2.527673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181192 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -25276724.000000 Penalty: 6011.420898
	Iteration 118Q: 3 clusters Score -2.527672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181198 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -25276718.000000 Penalty: 6011.420898
	Iteration 119Q: 3 clusters Score -2.527672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181207 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -25276734.000000 Penalty: 6011.420898
	Iteration 120F: 3 clusters Score -2.527673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181218 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -25276710.000000 Penalty: 6011.420898
	Iteration 121Q: 3 clusters Score -2.527671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181228 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -25276720.000000 Penalty: 6011.420898
	Iteration 122Q: 3 clusters Score -2.527672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181240 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -25276708.000000 Penalty: 6011.420898
	Iteration 123Q: 3 clusters Score -2.527671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181248 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -25276714.000000 Penalty: 6011.420898
	Iteration 124Q: 3 clusters Score -2.527671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181256 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -25276704.000000 Penalty: 6011.420898
	Iteration 125Q: 3 clusters Score -2.52767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181259 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -25276702.000000 Penalty: 6011.420898
	Iteration 126Q: 3 clusters Score -2.52767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181263 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -25276716.000000 Penalty: 6011.420898
	Iteration 127Q: 3 clusters Score -2.527672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181266 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -25276714.000000 Penalty: 6011.420898
	Iteration 128Q: 3 clusters Score -2.527671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181269 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -25276706.000000 Penalty: 6011.420898
	Iteration 129Q: 3 clusters Score -2.527671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181272 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -25276730.000000 Penalty: 6011.420898
	Iteration 130Q: 3 clusters Score -2.527673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181278 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -25276732.000000 Penalty: 6011.420898
	Iteration 131Q: 3 clusters Score -2.527673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181280 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -25276730.000000 Penalty: 6011.420898
	Iteration 132Q: 3 clusters Score -2.527673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181283 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -25276726.000000 Penalty: 6011.420898
	Iteration 133Q: 3 clusters Score -2.527673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181286 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -25276722.000000 Penalty: 6011.420898
	Iteration 134Q: 3 clusters Score -2.527672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181289 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -25276704.000000 Penalty: 6011.420898
	Iteration 135Q: 3 clusters Score -2.52767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181293 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -25276694.000000 Penalty: 6011.420898
	Iteration 136Q: 3 clusters Score -2.527669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181296 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -25276690.000000 Penalty: 6011.420898
	Iteration 137Q: 3 clusters Score -2.527669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181297 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -25276688.000000 Penalty: 6011.420898
	Iteration 138Q: 3 clusters Score -2.527669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181297 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -25276688.000000 Penalty: 6011.420898
	Iteration 139F: 3 clusters Score -2.527669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Entering Unmasked Estep 
Score: -6244969.000000 Penalty: 2662.928223
	Iteration 0F: 2 clusters Score -6244969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -6213953.000000 Penalty: 5325.856445
	Iteration 0F: 3 clusters Score -6213953 nChanged 21162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -6225649.000000 Penalty: 5325.856445
	Iteration 1F: 3 clusters Score -6225649 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -6226609.000000 Penalty: 5325.856445
	Iteration 2Q: 3 clusters Score -6226609 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -6227834.500000 Penalty: 5325.856445
	Iteration 3F: 3 clusters Score -6227834 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -6229618.000000 Penalty: 5325.856445
	Iteration 4F: 3 clusters Score -6229618 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -6231680.500000 Penalty: 5325.856445
	Iteration 5F: 3 clusters Score -6231680 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -6233825.000000 Penalty: 5325.856445
	Iteration 6F: 3 clusters Score -6233825 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -6235614.000000 Penalty: 5325.856445
	Iteration 7F: 3 clusters Score -6235614 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -6237018.500000 Penalty: 5325.856445
	Iteration 8F: 3 clusters Score -6237018 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -6237995.500000 Penalty: 5325.856445
	Iteration 9Q: 3 clusters Score -6237996 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -6238758.000000 Penalty: 5325.856445
	Iteration 10Q: 3 clusters Score -6238758 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -6239316.000000 Penalty: 5325.856445
	Iteration 11Q: 3 clusters Score -6239316 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -6239733.500000 Penalty: 5325.856445
	Iteration 12Q: 3 clusters Score -6239734 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -6240082.000000 Penalty: 5325.856445
	Iteration 13Q: 3 clusters Score -6240082 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -6240401.500000 Penalty: 5325.856445
	Iteration 14Q: 3 clusters Score -6240402 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -6240662.500000 Penalty: 5325.856445
	Iteration 15Q: 3 clusters Score -6240662 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -6240915.500000 Penalty: 5325.856445
	Iteration 16Q: 3 clusters Score -6240916 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -6241184.500000 Penalty: 5325.856445
	Iteration 17Q: 3 clusters Score -6241184 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -6241483.500000 Penalty: 5325.856445
	Iteration 18Q: 3 clusters Score -6241484 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -6241736.000000 Penalty: 5325.856445
	Iteration 19Q: 3 clusters Score -6241736 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -6241966.000000 Penalty: 5325.856445
	Iteration 20F: 3 clusters Score -6241966 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -6242222.000000 Penalty: 5325.856445
	Iteration 21Q: 3 clusters Score -6242222 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -6242448.000000 Penalty: 5325.856445
	Iteration 22Q: 3 clusters Score -6242448 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -6242709.500000 Penalty: 5325.856445
	Iteration 23Q: 3 clusters Score -6242710 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -6242961.500000 Penalty: 5325.856445
	Iteration 24Q: 3 clusters Score -6242962 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6243215.500000 Penalty: 5325.856445
	Iteration 25Q: 3 clusters Score -6243216 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -6243454.000000 Penalty: 5325.856445
	Iteration 26Q: 3 clusters Score -6243454 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -6243681.500000 Penalty: 5325.856445
	Iteration 27Q: 3 clusters Score -6243682 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -6243849.500000 Penalty: 5325.856445
	Iteration 28Q: 3 clusters Score -6243850 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -6243958.500000 Penalty: 5325.856445
	Iteration 29Q: 3 clusters Score -6243958 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6244088.500000 Penalty: 5325.856445
	Iteration 30Q: 3 clusters Score -6244088 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -6244201.500000 Penalty: 5325.856445
	Iteration 31Q: 3 clusters Score -6244202 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6244345.500000 Penalty: 5325.856445
	Iteration 32Q: 3 clusters Score -6244346 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6244677.500000 Penalty: 5325.856445
	Iteration 33Q: 3 clusters Score -6244678 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6244976.000000 Penalty: 5325.856445
	Iteration 34Q: 3 clusters Score -6244976 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6245074.000000 Penalty: 5325.856445
	Iteration 35Q: 3 clusters Score -6245074 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6245113.500000 Penalty: 5325.856445
	Iteration 36Q: 3 clusters Score -6245114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6245117.500000 Penalty: 5325.856445
	Iteration 37Q: 3 clusters Score -6245118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6245124.000000 Penalty: 5325.856445
	Iteration 38Q: 3 clusters Score -6245124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6245129.000000 Penalty: 5325.856445
	Iteration 39Q: 3 clusters Score -6245129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6245129.000000 Penalty: 5325.856445
	Iteration 40F: 3 clusters Score -6245129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6245132.500000 Penalty: 5325.856445
	Iteration 41Q: 3 clusters Score -6245132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6245135.000000 Penalty: 5325.856445
	Iteration 42Q: 3 clusters Score -6245135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6245136.000000 Penalty: 5325.856445
	Iteration 43Q: 3 clusters Score -6245136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6245141.500000 Penalty: 5325.856445
	Iteration 44Q: 3 clusters Score -6245142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6245141.500000 Penalty: 5325.856445
	Iteration 45F: 3 clusters Score -6245142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 156192 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 47203 members 
Mstep: Class 4 contains 69626 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 78266 members 
Mstep: Class 8 contains 136549 members 
Mstep: Class 9 contains 251033 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 16122 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 2263 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16604 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 663 members 
Mstep: Class 18 contains 183469 members 
Mstep: Class 19 contains 43793 members 
Entering Unmasked Estep 
Score: -137422736.000000 Penalty: 65165.144531
Splitting cluster 19 changes total score from -137409648.000000 to -137422736.000000
So it's getting split into cluster 13.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 156192 members 
Mstep: Class 4 contains 69626 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 78266 members 
Mstep: Class 8 contains 136549 members 
Mstep: Class 9 contains 251033 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 16122 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16604 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 663 members 
Mstep: Class 18 contains 183469 members 
Mstep: Class 19 contains 43793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137424512.000000 Penalty: 65165.144531
Iteration 39Q: 20 clusters Score -1.374245e+08 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 157273 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 46693 members 
Mstep: Class 4 contains 70923 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 79052 members 
Mstep: Class 8 contains 135512 members 
Mstep: Class 9 contains 250915 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 16524 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16759 members 
Mstep: Class 16 contains 4244 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 181951 members 
Mstep: Class 19 contains 43177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137429056.000000 Penalty: 65165.144531
Iteration 40F: 20 clusters Score -1.374291e+08 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 158264 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 47455 members 
Mstep: Class 4 contains 72712 members 
Mstep: Class 5 contains 969 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 79761 members 
Mstep: Class 8 contains 134001 members 
Mstep: Class 9 contains 249292 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 17680 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16980 members 
Mstep: Class 16 contains 4152 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 179833 members 
Mstep: Class 19 contains 42476 members 
Entering Unmasked Estep 
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Iteration 41Q: 20 clusters Score -1.374318e+08 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 159603 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 47923 members 
Mstep: Class 4 contains 74309 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 80406 members 
Mstep: Class 8 contains 132489 members 
Mstep: Class 9 contains 248318 members 
Mstep: Class 10 contains 2418 members 
Mstep: Class 11 contains 18652 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 177398 members 
Mstep: Class 19 contains 41942 members 
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Iteration 42Q: 20 clusters Score -1.37434e+08 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 161198 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 48254 members 
Mstep: Class 4 contains 75747 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 80961 members 
Mstep: Class 8 contains 131052 members 
Mstep: Class 9 contains 247613 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 19496 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3039 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17319 members 
Mstep: Class 16 contains 4115 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 174890 members 
Mstep: Class 19 contains 41480 members 
Entering Unmasked Estep 
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Iteration 43Q: 20 clusters Score -1.374358e+08 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 162961 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 48574 members 
Mstep: Class 4 contains 77067 members 
Mstep: Class 5 contains 1065 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 81535 members 
Mstep: Class 8 contains 129660 members 
Mstep: Class 9 contains 246817 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 20315 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17443 members 
Mstep: Class 16 contains 4116 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 172392 members 
Mstep: Class 19 contains 41074 members 
Entering Unmasked Estep 
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Iteration 44Q: 20 clusters Score -1.374373e+08 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 164757 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 48840 members 
Mstep: Class 4 contains 78319 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 82133 members 
Mstep: Class 8 contains 128475 members 
Mstep: Class 9 contains 246068 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 20983 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17562 members 
Mstep: Class 16 contains 4122 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 169941 members 
Mstep: Class 19 contains 40640 members 
Entering Unmasked Estep 
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Iteration 45Q: 20 clusters Score -1.374382e+08 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166458 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 49057 members 
Mstep: Class 4 contains 79498 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 82730 members 
Mstep: Class 8 contains 127343 members 
Mstep: Class 9 contains 245399 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 21545 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17687 members 
Mstep: Class 16 contains 4123 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 167670 members 
Mstep: Class 19 contains 40231 members 
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Iteration 46Q: 20 clusters Score -1.374392e+08 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 168101 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 49232 members 
Mstep: Class 4 contains 80562 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 83294 members 
Mstep: Class 8 contains 126285 members 
Mstep: Class 9 contains 244715 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 22039 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3359 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17788 members 
Mstep: Class 16 contains 4115 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 165631 members 
Mstep: Class 19 contains 39893 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -1.374402e+08 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 169426 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 49384 members 
Mstep: Class 4 contains 81564 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 83849 members 
Mstep: Class 8 contains 125277 members 
Mstep: Class 9 contains 244045 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 22505 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3408 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17877 members 
Mstep: Class 16 contains 4113 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 163958 members 
Mstep: Class 19 contains 39581 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -1.374412e+08 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 170429 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 49529 members 
Mstep: Class 4 contains 82499 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 84470 members 
Mstep: Class 8 contains 124344 members 
Mstep: Class 9 contains 243289 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 22918 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3451 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17966 members 
Mstep: Class 16 contains 4108 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 162633 members 
Mstep: Class 19 contains 39327 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -1.374419e+08 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 171148 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 49643 members 
Mstep: Class 4 contains 83344 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 85102 members 
Mstep: Class 8 contains 123532 members 
Mstep: Class 9 contains 242558 members 
Mstep: Class 10 contains 2658 members 
Mstep: Class 11 contains 23270 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3486 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18044 members 
Mstep: Class 16 contains 4097 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 161616 members 
Mstep: Class 19 contains 39092 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -1.374429e+08 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 171606 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 49770 members 
Mstep: Class 4 contains 84087 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 85747 members 
Mstep: Class 8 contains 122842 members 
Mstep: Class 9 contains 241846 members 
Mstep: Class 10 contains 2677 members 
Mstep: Class 11 contains 23559 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3518 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18127 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 160816 members 
Mstep: Class 19 contains 38907 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -1.374436e+08 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 171815 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 49845 members 
Mstep: Class 4 contains 84818 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 86436 members 
Mstep: Class 8 contains 122198 members 
Mstep: Class 9 contains 241239 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 23812 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18212 members 
Mstep: Class 16 contains 4078 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 160154 members 
Mstep: Class 19 contains 38739 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -1.374442e+08 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 171829 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 49934 members 
Mstep: Class 4 contains 85506 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 87059 members 
Mstep: Class 8 contains 121650 members 
Mstep: Class 9 contains 240756 members 
Mstep: Class 10 contains 2709 members 
Mstep: Class 11 contains 24066 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18287 members 
Mstep: Class 16 contains 4068 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 159528 members 
Mstep: Class 19 contains 38608 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -1.374443e+08 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 171738 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50013 members 
Mstep: Class 4 contains 86154 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 87688 members 
Mstep: Class 8 contains 121141 members 
Mstep: Class 9 contains 240247 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 24265 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18362 members 
Mstep: Class 16 contains 4062 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 159103 members 
Mstep: Class 19 contains 38475 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -1.374448e+08 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 171483 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50083 members 
Mstep: Class 4 contains 86705 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 88328 members 
Mstep: Class 8 contains 120651 members 
Mstep: Class 9 contains 239760 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 24451 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18441 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158921 members 
Mstep: Class 19 contains 38336 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -1.374452e+08 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50132 members 
Mstep: Class 4 contains 87211 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 88943 members 
Mstep: Class 8 contains 120222 members 
Mstep: Class 9 contains 239284 members 
Mstep: Class 10 contains 2734 members 
Mstep: Class 11 contains 24611 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18504 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158815 members 
Mstep: Class 19 contains 38187 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -1.374452e+08 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 170928 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50179 members 
Mstep: Class 4 contains 87699 members 
Mstep: Class 5 contains 1068 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 89553 members 
Mstep: Class 8 contains 119764 members 
Mstep: Class 9 contains 238813 members 
Mstep: Class 10 contains 2739 members 
Mstep: Class 11 contains 24767 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18548 members 
Mstep: Class 16 contains 4034 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158790 members 
Mstep: Class 19 contains 38074 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -1.374457e+08 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 170559 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50232 members 
Mstep: Class 4 contains 88199 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 90122 members 
Mstep: Class 8 contains 119317 members 
Mstep: Class 9 contains 238434 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 24888 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18612 members 
Mstep: Class 16 contains 4033 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158753 members 
Mstep: Class 19 contains 37968 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -1.37446e+08 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 170192 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50282 members 
Mstep: Class 4 contains 88679 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 90717 members 
Mstep: Class 8 contains 118907 members 
Mstep: Class 9 contains 238086 members 
Mstep: Class 10 contains 2752 members 
Mstep: Class 11 contains 24982 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18655 members 
Mstep: Class 16 contains 4027 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158725 members 
Mstep: Class 19 contains 37841 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -1.374466e+08 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 169810 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50314 members 
Mstep: Class 4 contains 89087 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 91293 members 
Mstep: Class 8 contains 118555 members 
Mstep: Class 9 contains 237777 members 
Mstep: Class 10 contains 2758 members 
Mstep: Class 11 contains 25056 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3763 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18692 members 
Mstep: Class 16 contains 4021 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158708 members 
Mstep: Class 19 contains 37757 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -1.37447e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 169497 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50359 members 
Mstep: Class 4 contains 89428 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 91860 members 
Mstep: Class 8 contains 118221 members 
Mstep: Class 9 contains 237469 members 
Mstep: Class 10 contains 2761 members 
Mstep: Class 11 contains 25105 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18731 members 
Mstep: Class 16 contains 4017 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158676 members 
Mstep: Class 19 contains 37684 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -1.374468e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 169128 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50398 members 
Mstep: Class 4 contains 89743 members 
Mstep: Class 5 contains 1075 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 92425 members 
Mstep: Class 8 contains 117934 members 
Mstep: Class 9 contains 237146 members 
Mstep: Class 10 contains 2764 members 
Mstep: Class 11 contains 25141 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18763 members 
Mstep: Class 16 contains 4014 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158735 members 
Mstep: Class 19 contains 37607 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -1.374473e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 168786 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50432 members 
Mstep: Class 4 contains 90041 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 93010 members 
Mstep: Class 8 contains 117677 members 
Mstep: Class 9 contains 236783 members 
Mstep: Class 10 contains 2771 members 
Mstep: Class 11 contains 25185 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3802 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18772 members 
Mstep: Class 16 contains 4005 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158795 members 
Mstep: Class 19 contains 37533 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -1.374476e+08 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 168489 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50464 members 
Mstep: Class 4 contains 90302 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 93552 members 
Mstep: Class 8 contains 117407 members 
Mstep: Class 9 contains 236463 members 
Mstep: Class 10 contains 2775 members 
Mstep: Class 11 contains 25228 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18795 members 
Mstep: Class 16 contains 4000 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158845 members 
Mstep: Class 19 contains 37462 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -1.374478e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 168224 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50468 members 
Mstep: Class 4 contains 90539 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 94058 members 
Mstep: Class 8 contains 117114 members 
Mstep: Class 9 contains 236224 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 25284 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18819 members 
Mstep: Class 16 contains 3990 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158866 members 
Mstep: Class 19 contains 37400 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -1.37448e+08 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 167928 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50459 members 
Mstep: Class 4 contains 90768 members 
Mstep: Class 5 contains 1078 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 94567 members 
Mstep: Class 8 contains 116850 members 
Mstep: Class 9 contains 236010 members 
Mstep: Class 10 contains 2792 members 
Mstep: Class 11 contains 25340 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3834 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18831 members 
Mstep: Class 16 contains 3985 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158873 members 
Mstep: Class 19 contains 37350 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -1.374485e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 167743 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50454 members 
Mstep: Class 4 contains 90961 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 95054 members 
Mstep: Class 8 contains 116536 members 
Mstep: Class 9 contains 235851 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 25377 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18845 members 
Mstep: Class 16 contains 3982 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158851 members 
Mstep: Class 19 contains 37280 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -1.374485e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 167587 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50459 members 
Mstep: Class 4 contains 91109 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 95541 members 
Mstep: Class 8 contains 116219 members 
Mstep: Class 9 contains 235723 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 25396 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3862 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18850 members 
Mstep: Class 16 contains 3979 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158808 members 
Mstep: Class 19 contains 37238 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -1.37449e+08 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 167426 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50470 members 
Mstep: Class 4 contains 91251 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 96027 members 
Mstep: Class 8 contains 115933 members 
Mstep: Class 9 contains 235577 members 
Mstep: Class 10 contains 2817 members 
Mstep: Class 11 contains 25410 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3874 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 16 contains 3980 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158767 members 
Mstep: Class 19 contains 37179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449136.000000 Penalty: 65165.144531
Iteration 69Q: 20 clusters Score -1.374491e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 167341 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50480 members 
Mstep: Class 4 contains 91379 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 96457 members 
Mstep: Class 8 contains 115697 members 
Mstep: Class 9 contains 235432 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 25430 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3883 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 16 contains 3983 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158697 members 
Mstep: Class 19 contains 37112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449648.000000 Penalty: 65165.144531
Iteration 70Q: 20 clusters Score -1.374496e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 167212 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50478 members 
Mstep: Class 4 contains 91516 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 96888 members 
Mstep: Class 8 contains 115486 members 
Mstep: Class 9 contains 235266 members 
Mstep: Class 10 contains 2826 members 
Mstep: Class 11 contains 25453 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 16 contains 3979 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158658 members 
Mstep: Class 19 contains 37053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449568.000000 Penalty: 65165.144531
Iteration 71Q: 20 clusters Score -1.374496e+08 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 167082 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50486 members 
Mstep: Class 4 contains 91637 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 97326 members 
Mstep: Class 8 contains 115278 members 
Mstep: Class 9 contains 235146 members 
Mstep: Class 10 contains 2829 members 
Mstep: Class 11 contains 25471 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3898 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 16 contains 3977 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158573 members 
Mstep: Class 19 contains 37007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449872.000000 Penalty: 65165.144531
Iteration 72Q: 20 clusters Score -1.374499e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 167006 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50491 members 
Mstep: Class 4 contains 91766 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 97768 members 
Mstep: Class 8 contains 115062 members 
Mstep: Class 9 contains 234998 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 25482 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3901 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18864 members 
Mstep: Class 16 contains 3974 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158483 members 
Mstep: Class 19 contains 36946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449968.000000 Penalty: 65165.144531
Iteration 73Q: 20 clusters Score -1.3745e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166911 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50502 members 
Mstep: Class 4 contains 91891 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 98217 members 
Mstep: Class 8 contains 114864 members 
Mstep: Class 9 contains 234829 members 
Mstep: Class 10 contains 2840 members 
Mstep: Class 11 contains 25480 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18858 members 
Mstep: Class 16 contains 3972 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158415 members 
Mstep: Class 19 contains 36892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449984.000000 Penalty: 65165.144531
Iteration 74Q: 20 clusters Score -1.3745e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166874 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50513 members 
Mstep: Class 4 contains 91994 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 98628 members 
Mstep: Class 8 contains 114678 members 
Mstep: Class 9 contains 234670 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 25468 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3912 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18864 members 
Mstep: Class 16 contains 3966 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158316 members 
Mstep: Class 19 contains 36850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450064.000000 Penalty: 65165.144531
Iteration 75Q: 20 clusters Score -1.374501e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166841 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50514 members 
Mstep: Class 4 contains 92064 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 99009 members 
Mstep: Class 8 contains 114509 members 
Mstep: Class 9 contains 234526 members 
Mstep: Class 10 contains 2849 members 
Mstep: Class 11 contains 25481 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3914 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18868 members 
Mstep: Class 16 contains 3962 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158222 members 
Mstep: Class 19 contains 36818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450144.000000 Penalty: 65165.144531
Iteration 76Q: 20 clusters Score -1.374501e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166823 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50526 members 
Mstep: Class 4 contains 92119 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 99413 members 
Mstep: Class 8 contains 114358 members 
Mstep: Class 9 contains 234393 members 
Mstep: Class 10 contains 2849 members 
Mstep: Class 11 contains 25493 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3915 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18876 members 
Mstep: Class 16 contains 3957 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 158064 members 
Mstep: Class 19 contains 36792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450128.000000 Penalty: 65165.144531
Iteration 77Q: 20 clusters Score -1.374501e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166785 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 50539 members 
Mstep: Class 4 contains 92175 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 99802 members 
Mstep: Class 8 contains 114209 members 
Mstep: Class 9 contains 234307 members 
Mstep: Class 10 contains 2850 members 
Mstep: Class 11 contains 25499 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18876 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 157901 members 
Mstep: Class 19 contains 36760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450096.000000 Penalty: 65165.144531
Iteration 78Q: 20 clusters Score -1.374501e+08 nChanged 1368
Entering ConstructFrom: 
Score: -137450096.000000 Penalty: 65165.144531
Entering ConstructFrom: 
Trying to split cluster 1 (166706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166706 members 
Entering Unmasked Estep 
Score: -22996082.000000 Penalty: 2981.948730
	Iteration 0F: 2 clusters Score -2.299608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83436 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -22888788.000000 Penalty: 5963.897461
	Iteration 0F: 3 clusters Score -2.288879e+07 nChanged 79583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 81049 members 
Entering Unmasked Estep 
Score: -22935448.000000 Penalty: 5963.897461
	Iteration 1F: 3 clusters Score -2.293545e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 79277 members 
Entering Unmasked Estep 
Score: -22937336.000000 Penalty: 5963.897461
	Iteration 2Q: 3 clusters Score -2.293734e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90203 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -22940290.000000 Penalty: 5963.897461
	Iteration 3Q: 3 clusters Score -2.294029e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94646 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -22944624.000000 Penalty: 5963.897461
	Iteration 4F: 3 clusters Score -2.294462e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -22951784.000000 Penalty: 5963.897461
	Iteration 5F: 3 clusters Score -2.295178e+07 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108930 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -22961966.000000 Penalty: 5963.897461
	Iteration 6F: 3 clusters Score -2.296197e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116789 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -22973032.000000 Penalty: 5963.897461
	Iteration 7F: 3 clusters Score -2.297303e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122453 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -22980602.000000 Penalty: 5963.897461
	Iteration 8F: 3 clusters Score -2.29806e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126175 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -22983922.000000 Penalty: 5963.897461
	Iteration 9Q: 3 clusters Score -2.298392e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129157 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -22985612.000000 Penalty: 5963.897461
	Iteration 10Q: 3 clusters Score -2.298561e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131779 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -22986830.000000 Penalty: 5963.897461
	Iteration 11Q: 3 clusters Score -2.298683e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134325 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -22987674.000000 Penalty: 5963.897461
	Iteration 12Q: 3 clusters Score -2.298767e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136841 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -22988390.000000 Penalty: 5963.897461
	Iteration 13Q: 3 clusters Score -2.298839e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139344 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -22989194.000000 Penalty: 5963.897461
	Iteration 14Q: 3 clusters Score -2.298919e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141779 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -22990080.000000 Penalty: 5963.897461
	Iteration 15Q: 3 clusters Score -2.299008e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144103 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -22990804.000000 Penalty: 5963.897461
	Iteration 16Q: 3 clusters Score -2.29908e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146387 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -22991476.000000 Penalty: 5963.897461
	Iteration 17Q: 3 clusters Score -2.299148e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148557 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -22992032.000000 Penalty: 5963.897461
	Iteration 18Q: 3 clusters Score -2.299203e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150622 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -22992376.000000 Penalty: 5963.897461
	Iteration 19Q: 3 clusters Score -2.299238e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152609 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -22992896.000000 Penalty: 5963.897461
	Iteration 20F: 3 clusters Score -2.29929e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154413 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -22993228.000000 Penalty: 5963.897461
	Iteration 21Q: 3 clusters Score -2.299323e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156033 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -22993550.000000 Penalty: 5963.897461
	Iteration 22Q: 3 clusters Score -2.299355e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157446 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -22993942.000000 Penalty: 5963.897461
	Iteration 23Q: 3 clusters Score -2.299394e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158656 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -22994190.000000 Penalty: 5963.897461
	Iteration 24Q: 3 clusters Score -2.299419e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -22994342.000000 Penalty: 5963.897461
	Iteration 25Q: 3 clusters Score -2.299434e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160635 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -22994468.000000 Penalty: 5963.897461
	Iteration 26Q: 3 clusters Score -2.299447e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161389 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -22994476.000000 Penalty: 5963.897461
	Iteration 27Q: 3 clusters Score -2.299448e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162019 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -22994444.000000 Penalty: 5963.897461
	Iteration 28Q: 3 clusters Score -2.299444e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162544 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -22994486.000000 Penalty: 5963.897461
	Iteration 29Q: 3 clusters Score -2.299449e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162956 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -22994450.000000 Penalty: 5963.897461
	Iteration 30Q: 3 clusters Score -2.299445e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163243 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -22994376.000000 Penalty: 5963.897461
	Iteration 31Q: 3 clusters Score -2.299438e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163476 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -22994454.000000 Penalty: 5963.897461
	Iteration 32Q: 3 clusters Score -2.299445e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163685 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -22994410.000000 Penalty: 5963.897461
	Iteration 33Q: 3 clusters Score -2.299441e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163854 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -22994442.000000 Penalty: 5963.897461
	Iteration 34Q: 3 clusters Score -2.299444e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164004 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -22994436.000000 Penalty: 5963.897461
	Iteration 35Q: 3 clusters Score -2.299444e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164132 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -22994422.000000 Penalty: 5963.897461
	Iteration 36Q: 3 clusters Score -2.299442e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164236 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -22994454.000000 Penalty: 5963.897461
	Iteration 37Q: 3 clusters Score -2.299445e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164316 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -22994446.000000 Penalty: 5963.897461
	Iteration 38Q: 3 clusters Score -2.299445e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164387 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -22994440.000000 Penalty: 5963.897461
	Iteration 39Q: 3 clusters Score -2.299444e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164449 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -22994428.000000 Penalty: 5963.897461
	Iteration 40F: 3 clusters Score -2.299443e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164507 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -22994454.000000 Penalty: 5963.897461
	Iteration 41Q: 3 clusters Score -2.299445e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164559 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -22994446.000000 Penalty: 5963.897461
	Iteration 42Q: 3 clusters Score -2.299445e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164598 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -22994448.000000 Penalty: 5963.897461
	Iteration 43Q: 3 clusters Score -2.299445e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164647 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -22994448.000000 Penalty: 5963.897461
	Iteration 44Q: 3 clusters Score -2.299445e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164692 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -22994458.000000 Penalty: 5963.897461
	Iteration 45Q: 3 clusters Score -2.299446e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164731 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22994444.000000 Penalty: 5963.897461
	Iteration 46Q: 3 clusters Score -2.299444e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164757 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -22994430.000000 Penalty: 5963.897461
	Iteration 47Q: 3 clusters Score -2.299443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164780 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -22994436.000000 Penalty: 5963.897461
	Iteration 48Q: 3 clusters Score -2.299444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164801 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -22994456.000000 Penalty: 5963.897461
	Iteration 49Q: 3 clusters Score -2.299446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164821 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -22994484.000000 Penalty: 5963.897461
	Iteration 50Q: 3 clusters Score -2.299448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164844 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -22994472.000000 Penalty: 5963.897461
	Iteration 51Q: 3 clusters Score -2.299447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164861 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -22994478.000000 Penalty: 5963.897461
	Iteration 52Q: 3 clusters Score -2.299448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164880 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -22994492.000000 Penalty: 5963.897461
	Iteration 53Q: 3 clusters Score -2.299449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164893 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -22994484.000000 Penalty: 5963.897461
	Iteration 54Q: 3 clusters Score -2.299448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164903 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -22994474.000000 Penalty: 5963.897461
	Iteration 55Q: 3 clusters Score -2.299447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164918 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -22994470.000000 Penalty: 5963.897461
	Iteration 56Q: 3 clusters Score -2.299447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164931 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -22994462.000000 Penalty: 5963.897461
	Iteration 57Q: 3 clusters Score -2.299446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164941 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -22994458.000000 Penalty: 5963.897461
	Iteration 58Q: 3 clusters Score -2.299446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164949 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -22994460.000000 Penalty: 5963.897461
	Iteration 59Q: 3 clusters Score -2.299446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164959 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -22994454.000000 Penalty: 5963.897461
	Iteration 60F: 3 clusters Score -2.299445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164969 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -22994466.000000 Penalty: 5963.897461
	Iteration 61Q: 3 clusters Score -2.299447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164978 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -22994444.000000 Penalty: 5963.897461
	Iteration 62Q: 3 clusters Score -2.299444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164986 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -22994456.000000 Penalty: 5963.897461
	Iteration 63Q: 3 clusters Score -2.299446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164992 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -22994468.000000 Penalty: 5963.897461
	Iteration 64Q: 3 clusters Score -2.299447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165000 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -22994468.000000 Penalty: 5963.897461
	Iteration 65Q: 3 clusters Score -2.299447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165006 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -22994466.000000 Penalty: 5963.897461
	Iteration 66Q: 3 clusters Score -2.299447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165011 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -22994470.000000 Penalty: 5963.897461
	Iteration 67Q: 3 clusters Score -2.299447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165015 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -22994470.000000 Penalty: 5963.897461
	Iteration 68Q: 3 clusters Score -2.299447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165018 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -22994476.000000 Penalty: 5963.897461
	Iteration 69Q: 3 clusters Score -2.299448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165021 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -22994482.000000 Penalty: 5963.897461
	Iteration 70Q: 3 clusters Score -2.299448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165024 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -22994484.000000 Penalty: 5963.897461
	Iteration 71Q: 3 clusters Score -2.299448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165026 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -22994478.000000 Penalty: 5963.897461
	Iteration 72Q: 3 clusters Score -2.299448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165028 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -22994478.000000 Penalty: 5963.897461
	Iteration 73Q: 3 clusters Score -2.299448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165030 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -22994478.000000 Penalty: 5963.897461
	Iteration 74Q: 3 clusters Score -2.299448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165031 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22994472.000000 Penalty: 5963.897461
	Iteration 75Q: 3 clusters Score -2.299447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165032 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -22994470.000000 Penalty: 5963.897461
	Iteration 76Q: 3 clusters Score -2.299447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -22994458.000000 Penalty: 5963.897461
	Iteration 77Q: 3 clusters Score -2.299446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165037 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -22994456.000000 Penalty: 5963.897461
	Iteration 78Q: 3 clusters Score -2.299446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165038 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -22994464.000000 Penalty: 5963.897461
	Iteration 79Q: 3 clusters Score -2.299446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165040 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -22994460.000000 Penalty: 5963.897461
	Iteration 80F: 3 clusters Score -2.299446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165041 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22994472.000000 Penalty: 5963.897461
	Iteration 81Q: 3 clusters Score -2.299447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165041 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22994472.000000 Penalty: 5963.897461
	Iteration 82F: 3 clusters Score -2.299447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -215818.250000 Penalty: 1851.482544
	Iteration 0F: 2 clusters Score -215818.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -213581.687500 Penalty: 3702.965088
	Iteration 0F: 3 clusters Score -213581.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -214869.171875 Penalty: 3702.965088
	Iteration 1F: 3 clusters Score -214869.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -216108.515625 Penalty: 3702.965088
	Iteration 2F: 3 clusters Score -216108.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -218246.453125 Penalty: 3702.965088
	Iteration 3F: 3 clusters Score -218246.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -219767.750000 Penalty: 3702.965088
	Iteration 4F: 3 clusters Score -219767.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -220135.437500 Penalty: 3702.965088
	Iteration 5Q: 3 clusters Score -220135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -220144.078125 Penalty: 3702.965088
	Iteration 6Q: 3 clusters Score -220144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -220144.078125 Penalty: 3702.965088
	Iteration 7F: 3 clusters Score -220144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50546 members 
Mstep: Class 4 contains 92221 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 100175 members 
Mstep: Class 8 contains 114074 members 
Mstep: Class 9 contains 234238 members 
Mstep: Class 10 contains 2854 members 
Mstep: Class 11 contains 25505 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3923 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18879 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 157759 members 
Mstep: Class 19 contains 36738 members 
Mstep: Class 20 contains 284 members 
Entering Unmasked Estep 
Score: -137453024.000000 Penalty: 68594.890625
Splitting cluster 2 changes total score from -137450096.000000 to -137453024.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (50546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Entering Unmasked Estep 
Score: -6797034.000000 Penalty: 2685.998535
	Iteration 0F: 2 clusters Score -6797034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -6763169.000000 Penalty: 5371.997070
	Iteration 0F: 3 clusters Score -6763169 nChanged 23300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -6776222.000000 Penalty: 5371.997070
	Iteration 1F: 3 clusters Score -6776222 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -6776776.500000 Penalty: 5371.997070
	Iteration 2Q: 3 clusters Score -6776776 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -6777378.500000 Penalty: 5371.997070
	Iteration 3Q: 3 clusters Score -6777378 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -6778212.500000 Penalty: 5371.997070
	Iteration 4Q: 3 clusters Score -6778212 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -6779527.500000 Penalty: 5371.997070
	Iteration 5F: 3 clusters Score -6779528 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -6781761.500000 Penalty: 5371.997070
	Iteration 6F: 3 clusters Score -6781762 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -6785173.000000 Penalty: 5371.997070
	Iteration 7F: 3 clusters Score -6785173 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -6789000.500000 Penalty: 5371.997070
	Iteration 8F: 3 clusters Score -6789000 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -6792081.000000 Penalty: 5371.997070
	Iteration 9F: 3 clusters Score -6792081 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -6793648.000000 Penalty: 5371.997070
	Iteration 10Q: 3 clusters Score -6793648 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -6794291.000000 Penalty: 5371.997070
	Iteration 11Q: 3 clusters Score -6794291 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -6794498.000000 Penalty: 5371.997070
	Iteration 12Q: 3 clusters Score -6794498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -6794596.500000 Penalty: 5371.997070
	Iteration 13Q: 3 clusters Score -6794596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -6794631.500000 Penalty: 5371.997070
	Iteration 14Q: 3 clusters Score -6794632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -6794662.000000 Penalty: 5371.997070
	Iteration 15Q: 3 clusters Score -6794662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -6794668.000000 Penalty: 5371.997070
	Iteration 16Q: 3 clusters Score -6794668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -6794674.500000 Penalty: 5371.997070
	Iteration 17Q: 3 clusters Score -6794674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -6794688.500000 Penalty: 5371.997070
	Iteration 18Q: 3 clusters Score -6794688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -6794686.000000 Penalty: 5371.997070
	Iteration 19Q: 3 clusters Score -6794686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -6794696.500000 Penalty: 5371.997070
	Iteration 20F: 3 clusters Score -6794696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -6794701.500000 Penalty: 5371.997070
	Iteration 21Q: 3 clusters Score -6794702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -6794704.000000 Penalty: 5371.997070
	Iteration 22Q: 3 clusters Score -6794704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -6794706.500000 Penalty: 5371.997070
	Iteration 23Q: 3 clusters Score -6794706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -6794706.500000 Penalty: 5371.997070
	Iteration 24F: 3 clusters Score -6794706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (92221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Entering Unmasked Estep 
Score: -12828641.000000 Penalty: 2835.121826
	Iteration 0F: 2 clusters Score -1.282864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -12766923.000000 Penalty: 5670.243652
	Iteration 0F: 3 clusters Score -1.276692e+07 nChanged 43586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -12792437.000000 Penalty: 5670.243652
	Iteration 1F: 3 clusters Score -1.279244e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -12793564.000000 Penalty: 5670.243652
	Iteration 2Q: 3 clusters Score -1.279356e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -12795116.000000 Penalty: 5670.243652
	Iteration 3Q: 3 clusters Score -1.279512e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -12797127.000000 Penalty: 5670.243652
	Iteration 4Q: 3 clusters Score -1.279713e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -12799823.000000 Penalty: 5670.243652
	Iteration 5F: 3 clusters Score -1.279982e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -12802959.000000 Penalty: 5670.243652
	Iteration 6F: 3 clusters Score -1.280296e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -12806239.000000 Penalty: 5670.243652
	Iteration 7F: 3 clusters Score -1.280624e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -12809725.000000 Penalty: 5670.243652
	Iteration 8F: 3 clusters Score -1.280972e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -12812662.000000 Penalty: 5670.243652
	Iteration 9F: 3 clusters Score -1.281266e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -12814457.000000 Penalty: 5670.243652
	Iteration 10Q: 3 clusters Score -1.281446e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -12815284.000000 Penalty: 5670.243652
	Iteration 11Q: 3 clusters Score -1.281528e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -12815825.000000 Penalty: 5670.243652
	Iteration 12Q: 3 clusters Score -1.281582e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -12816209.000000 Penalty: 5670.243652
	Iteration 13Q: 3 clusters Score -1.281621e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -12816443.000000 Penalty: 5670.243652
	Iteration 14Q: 3 clusters Score -1.281644e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -12816614.000000 Penalty: 5670.243652
	Iteration 15Q: 3 clusters Score -1.281661e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -12816743.000000 Penalty: 5670.243652
	Iteration 16Q: 3 clusters Score -1.281674e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -12816891.000000 Penalty: 5670.243652
	Iteration 17Q: 3 clusters Score -1.281689e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -12816972.000000 Penalty: 5670.243652
	Iteration 18Q: 3 clusters Score -1.281697e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -12817073.000000 Penalty: 5670.243652
	Iteration 19Q: 3 clusters Score -1.281707e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -12817089.000000 Penalty: 5670.243652
	Iteration 20F: 3 clusters Score -1.281709e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -12817151.000000 Penalty: 5670.243652
	Iteration 21Q: 3 clusters Score -1.281715e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -12817202.000000 Penalty: 5670.243652
	Iteration 22Q: 3 clusters Score -1.28172e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -12817242.000000 Penalty: 5670.243652
	Iteration 23Q: 3 clusters Score -1.281724e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -12817273.000000 Penalty: 5670.243652
	Iteration 24Q: 3 clusters Score -1.281727e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -12817333.000000 Penalty: 5670.243652
	Iteration 25Q: 3 clusters Score -1.281733e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -12817318.000000 Penalty: 5670.243652
	Iteration 26Q: 3 clusters Score -1.281732e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -12817355.000000 Penalty: 5670.243652
	Iteration 27Q: 3 clusters Score -1.281736e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -12817357.000000 Penalty: 5670.243652
	Iteration 28Q: 3 clusters Score -1.281736e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -12817356.000000 Penalty: 5670.243652
	Iteration 29Q: 3 clusters Score -1.281736e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -12817380.000000 Penalty: 5670.243652
	Iteration 30Q: 3 clusters Score -1.281738e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -12817403.000000 Penalty: 5670.243652
	Iteration 31Q: 3 clusters Score -1.28174e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -12817409.000000 Penalty: 5670.243652
	Iteration 32Q: 3 clusters Score -1.281741e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -12817462.000000 Penalty: 5670.243652
	Iteration 33Q: 3 clusters Score -1.281746e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -12817436.000000 Penalty: 5670.243652
	Iteration 34Q: 3 clusters Score -1.281744e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -12817428.000000 Penalty: 5670.243652
	Iteration 35Q: 3 clusters Score -1.281743e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -12817428.000000 Penalty: 5670.243652
	Iteration 36Q: 3 clusters Score -1.281743e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -12817419.000000 Penalty: 5670.243652
	Iteration 37Q: 3 clusters Score -1.281742e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -12817453.000000 Penalty: 5670.243652
	Iteration 38Q: 3 clusters Score -1.281745e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -12817458.000000 Penalty: 5670.243652
	Iteration 39Q: 3 clusters Score -1.281746e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -12817480.000000 Penalty: 5670.243652
	Iteration 40F: 3 clusters Score -1.281748e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -12817477.000000 Penalty: 5670.243652
	Iteration 41Q: 3 clusters Score -1.281748e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -12817460.000000 Penalty: 5670.243652
	Iteration 42Q: 3 clusters Score -1.281746e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -12817438.000000 Penalty: 5670.243652
	Iteration 43Q: 3 clusters Score -1.281744e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -12817420.000000 Penalty: 5670.243652
	Iteration 44Q: 3 clusters Score -1.281742e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -12817430.000000 Penalty: 5670.243652
	Iteration 45Q: 3 clusters Score -1.281743e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -12817442.000000 Penalty: 5670.243652
	Iteration 46Q: 3 clusters Score -1.281744e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -12817420.000000 Penalty: 5670.243652
	Iteration 47Q: 3 clusters Score -1.281742e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -12817413.000000 Penalty: 5670.243652
	Iteration 48Q: 3 clusters Score -1.281741e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -12817400.000000 Penalty: 5670.243652
	Iteration 49Q: 3 clusters Score -1.28174e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -12817394.000000 Penalty: 5670.243652
	Iteration 50Q: 3 clusters Score -1.281739e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -12817392.000000 Penalty: 5670.243652
	Iteration 51Q: 3 clusters Score -1.281739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -12817403.000000 Penalty: 5670.243652
	Iteration 52Q: 3 clusters Score -1.28174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -12817430.000000 Penalty: 5670.243652
	Iteration 53Q: 3 clusters Score -1.281743e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -12817421.000000 Penalty: 5670.243652
	Iteration 54Q: 3 clusters Score -1.281742e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -12817433.000000 Penalty: 5670.243652
	Iteration 55Q: 3 clusters Score -1.281743e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -12817445.000000 Penalty: 5670.243652
	Iteration 56Q: 3 clusters Score -1.281744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -12817453.000000 Penalty: 5670.243652
	Iteration 57Q: 3 clusters Score -1.281745e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -12817454.000000 Penalty: 5670.243652
	Iteration 58Q: 3 clusters Score -1.281745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -12817457.000000 Penalty: 5670.243652
	Iteration 59Q: 3 clusters Score -1.281746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -12817459.000000 Penalty: 5670.243652
	Iteration 60F: 3 clusters Score -1.281746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -12817452.000000 Penalty: 5670.243652
	Iteration 61Q: 3 clusters Score -1.281745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -12817461.000000 Penalty: 5670.243652
	Iteration 62Q: 3 clusters Score -1.281746e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -12817459.000000 Penalty: 5670.243652
	Iteration 63Q: 3 clusters Score -1.281746e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -12817458.000000 Penalty: 5670.243652
	Iteration 64Q: 3 clusters Score -1.281746e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -12817448.000000 Penalty: 5670.243652
	Iteration 65Q: 3 clusters Score -1.281745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -12817449.000000 Penalty: 5670.243652
	Iteration 66Q: 3 clusters Score -1.281745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -12817467.000000 Penalty: 5670.243652
	Iteration 67Q: 3 clusters Score -1.281747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -12817453.000000 Penalty: 5670.243652
	Iteration 68Q: 3 clusters Score -1.281745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -12817460.000000 Penalty: 5670.243652
	Iteration 69Q: 3 clusters Score -1.281746e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -12817467.000000 Penalty: 5670.243652
	Iteration 70Q: 3 clusters Score -1.281747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -12817468.000000 Penalty: 5670.243652
	Iteration 71Q: 3 clusters Score -1.281747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -12817467.000000 Penalty: 5670.243652
	Iteration 72Q: 3 clusters Score -1.281747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -12817460.000000 Penalty: 5670.243652
	Iteration 73Q: 3 clusters Score -1.281746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -12817456.000000 Penalty: 5670.243652
	Iteration 74Q: 3 clusters Score -1.281746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -12817473.000000 Penalty: 5670.243652
	Iteration 75Q: 3 clusters Score -1.281747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -12817452.000000 Penalty: 5670.243652
	Iteration 76Q: 3 clusters Score -1.281745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -12817442.000000 Penalty: 5670.243652
	Iteration 77Q: 3 clusters Score -1.281744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -12817443.000000 Penalty: 5670.243652
	Iteration 78Q: 3 clusters Score -1.281744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -12817450.000000 Penalty: 5670.243652
	Iteration 79Q: 3 clusters Score -1.281745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -12817467.000000 Penalty: 5670.243652
	Iteration 80F: 3 clusters Score -1.281747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -12817452.000000 Penalty: 5670.243652
	Iteration 81Q: 3 clusters Score -1.281745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -12817452.000000 Penalty: 5670.243652
	Iteration 82Q: 3 clusters Score -1.281745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -12817450.000000 Penalty: 5670.243652
	Iteration 83Q: 3 clusters Score -1.281745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -12817451.000000 Penalty: 5670.243652
	Iteration 84Q: 3 clusters Score -1.281745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -12817451.000000 Penalty: 5670.243652
	Iteration 85Q: 3 clusters Score -1.281745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -12817460.000000 Penalty: 5670.243652
	Iteration 86Q: 3 clusters Score -1.281746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -12817454.000000 Penalty: 5670.243652
	Iteration 87Q: 3 clusters Score -1.281745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -12817454.000000 Penalty: 5670.243652
	Iteration 88Q: 3 clusters Score -1.281745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -12817454.000000 Penalty: 5670.243652
	Iteration 89Q: 3 clusters Score -1.281745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -12817454.000000 Penalty: 5670.243652
	Iteration 90Q: 3 clusters Score -1.281745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -12817450.000000 Penalty: 5670.243652
	Iteration 91Q: 3 clusters Score -1.281745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -12817451.000000 Penalty: 5670.243652
	Iteration 92Q: 3 clusters Score -1.281745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -12817455.000000 Penalty: 5670.243652
	Iteration 93Q: 3 clusters Score -1.281746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -12817455.000000 Penalty: 5670.243652
	Iteration 94F: 3 clusters Score -1.281746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -137733.125000 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -137733.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135771.859375 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -135771.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -136094.390625 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -136094.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -136243.984375 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -136244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -136431.765625 Penalty: 3468.535645
	Iteration 3F: 3 clusters Score -136431.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -136558.421875 Penalty: 3468.535645
	Iteration 4F: 3 clusters Score -136558.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -136678.343750 Penalty: 3468.535645
	Iteration 5F: 3 clusters Score -136678.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -136770.109375 Penalty: 3468.535645
	Iteration 6Q: 3 clusters Score -136770.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -136806.140625 Penalty: 3468.535645
	Iteration 7Q: 3 clusters Score -136806.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -136835.531250 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -136835.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -136857.859375 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -136857.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -136869.375000 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -136869.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -136877.328125 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -136877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -136881.000000 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -136881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -136888.593750 Penalty: 3468.535645
	Iteration 13Q: 3 clusters Score -136888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -136896.781250 Penalty: 3468.535645
	Iteration 14Q: 3 clusters Score -136896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -136904.921875 Penalty: 3468.535645
	Iteration 15Q: 3 clusters Score -136904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -136908.500000 Penalty: 3468.535645
	Iteration 16Q: 3 clusters Score -136908.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -136913.625000 Penalty: 3468.535645
	Iteration 17Q: 3 clusters Score -136913.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -136919.312500 Penalty: 3468.535645
	Iteration 18Q: 3 clusters Score -136919.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -136924.343750 Penalty: 3468.535645
	Iteration 19Q: 3 clusters Score -136924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -136924.718750 Penalty: 3468.535645
	Iteration 20F: 3 clusters Score -136924.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -114244.671875 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -114244.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112455.179688 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -112455.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112950.953125 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -112951 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113300.882812 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -113300.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -113716.203125 Penalty: 3411.649902
	Iteration 3F: 3 clusters Score -113716.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -114020.812500 Penalty: 3411.649902
	Iteration 4F: 3 clusters Score -114020.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -114095.804688 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -114095.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114160.460938 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -114160.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -114208.414062 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -114208.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -114234.023438 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -114234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114253.578125 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -114253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -114290.468750 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -114290.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -114362.960938 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -114363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -114444.875000 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -114444.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -114465.546875 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -114465.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -114479.304688 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -114479.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -114482.359375 Penalty: 3411.649902
	Iteration 15Q: 3 clusters Score -114482.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -114483.265625 Penalty: 3411.649902
	Iteration 16Q: 3 clusters Score -114483.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -114483.265625 Penalty: 3411.649902
	Iteration 17F: 3 clusters Score -114483.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50546 members 
Mstep: Class 4 contains 92221 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 100175 members 
Mstep: Class 8 contains 114074 members 
Mstep: Class 9 contains 234238 members 
Mstep: Class 10 contains 2854 members 
Mstep: Class 11 contains 25505 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3923 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18879 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 157759 members 
Mstep: Class 19 contains 36738 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
Score: -137451520.000000 Penalty: 72024.632812
Splitting cluster 6 changes total score from -137450096.000000 to -137451520.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (100175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100175 members 
Entering Unmasked Estep 
Score: -13818952.000000 Penalty: 2855.639160
	Iteration 0F: 2 clusters Score -1.381895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -13752013.000000 Penalty: 5711.278320
	Iteration 0F: 3 clusters Score -1.375201e+07 nChanged 47535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -13779108.000000 Penalty: 5711.278320
	Iteration 1F: 3 clusters Score -1.377911e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -13780550.000000 Penalty: 5711.278320
	Iteration 2Q: 3 clusters Score -1.378055e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -13782509.000000 Penalty: 5711.278320
	Iteration 3Q: 3 clusters Score -1.378251e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -13785132.000000 Penalty: 5711.278320
	Iteration 4F: 3 clusters Score -1.378513e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -13788751.000000 Penalty: 5711.278320
	Iteration 5F: 3 clusters Score -1.378875e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -13793200.000000 Penalty: 5711.278320
	Iteration 6F: 3 clusters Score -1.37932e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -13798237.000000 Penalty: 5711.278320
	Iteration 7F: 3 clusters Score -1.379824e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -13802172.000000 Penalty: 5711.278320
	Iteration 8F: 3 clusters Score -1.380217e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -13804216.000000 Penalty: 5711.278320
	Iteration 9Q: 3 clusters Score -1.380422e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -13805272.000000 Penalty: 5711.278320
	Iteration 10Q: 3 clusters Score -1.380527e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -13805896.000000 Penalty: 5711.278320
	Iteration 11Q: 3 clusters Score -1.38059e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -13806476.000000 Penalty: 5711.278320
	Iteration 12Q: 3 clusters Score -1.380648e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -13806988.000000 Penalty: 5711.278320
	Iteration 13Q: 3 clusters Score -1.380699e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -13807478.000000 Penalty: 5711.278320
	Iteration 14Q: 3 clusters Score -1.380748e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -13807996.000000 Penalty: 5711.278320
	Iteration 15Q: 3 clusters Score -1.3808e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -13808397.000000 Penalty: 5711.278320
	Iteration 16Q: 3 clusters Score -1.38084e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -13808902.000000 Penalty: 5711.278320
	Iteration 17Q: 3 clusters Score -1.38089e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -13809320.000000 Penalty: 5711.278320
	Iteration 18Q: 3 clusters Score -1.380932e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 72929 members 
Entering Unmasked Estep 
Score: -13809822.000000 Penalty: 5711.278320
	Iteration 19Q: 3 clusters Score -1.380982e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -13810175.000000 Penalty: 5711.278320
	Iteration 20F: 3 clusters Score -1.381018e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -13810654.000000 Penalty: 5711.278320
	Iteration 21Q: 3 clusters Score -1.381065e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 77513 members 
Entering Unmasked Estep 
Score: -13811065.000000 Penalty: 5711.278320
	Iteration 22Q: 3 clusters Score -1.381106e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -13811484.000000 Penalty: 5711.278320
	Iteration 23Q: 3 clusters Score -1.381148e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -13812001.000000 Penalty: 5711.278320
	Iteration 24Q: 3 clusters Score -1.3812e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -13812435.000000 Penalty: 5711.278320
	Iteration 25Q: 3 clusters Score -1.381244e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -13812851.000000 Penalty: 5711.278320
	Iteration 26Q: 3 clusters Score -1.381285e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 84533 members 
Entering Unmasked Estep 
Score: -13813201.000000 Penalty: 5711.278320
	Iteration 27Q: 3 clusters Score -1.38132e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 85679 members 
Entering Unmasked Estep 
Score: -13813570.000000 Penalty: 5711.278320
	Iteration 28Q: 3 clusters Score -1.381357e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -13813970.000000 Penalty: 5711.278320
	Iteration 29Q: 3 clusters Score -1.381397e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -13814356.000000 Penalty: 5711.278320
	Iteration 30Q: 3 clusters Score -1.381436e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 88874 members 
Entering Unmasked Estep 
Score: -13814754.000000 Penalty: 5711.278320
	Iteration 31Q: 3 clusters Score -1.381475e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 89789 members 
Entering Unmasked Estep 
Score: -13815048.000000 Penalty: 5711.278320
	Iteration 32Q: 3 clusters Score -1.381505e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -13815293.000000 Penalty: 5711.278320
	Iteration 33Q: 3 clusters Score -1.381529e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 91521 members 
Entering Unmasked Estep 
Score: -13815516.000000 Penalty: 5711.278320
	Iteration 34Q: 3 clusters Score -1.381552e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -13815849.000000 Penalty: 5711.278320
	Iteration 35Q: 3 clusters Score -1.381585e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -13816094.000000 Penalty: 5711.278320
	Iteration 36Q: 3 clusters Score -1.381609e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -13816318.000000 Penalty: 5711.278320
	Iteration 37Q: 3 clusters Score -1.381632e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 94222 members 
Entering Unmasked Estep 
Score: -13816494.000000 Penalty: 5711.278320
	Iteration 38Q: 3 clusters Score -1.381649e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 94714 members 
Entering Unmasked Estep 
Score: -13816654.000000 Penalty: 5711.278320
	Iteration 39Q: 3 clusters Score -1.381665e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 95166 members 
Entering Unmasked Estep 
Score: -13816781.000000 Penalty: 5711.278320
	Iteration 40F: 3 clusters Score -1.381678e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 95591 members 
Entering Unmasked Estep 
Score: -13816889.000000 Penalty: 5711.278320
	Iteration 41Q: 3 clusters Score -1.381689e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 95949 members 
Entering Unmasked Estep 
Score: -13817049.000000 Penalty: 5711.278320
	Iteration 42Q: 3 clusters Score -1.381705e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -13817171.000000 Penalty: 5711.278320
	Iteration 43Q: 3 clusters Score -1.381717e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -13817242.000000 Penalty: 5711.278320
	Iteration 44Q: 3 clusters Score -1.381724e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 96713 members 
Entering Unmasked Estep 
Score: -13817292.000000 Penalty: 5711.278320
	Iteration 45Q: 3 clusters Score -1.381729e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 96896 members 
Entering Unmasked Estep 
Score: -13817344.000000 Penalty: 5711.278320
	Iteration 46Q: 3 clusters Score -1.381734e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 97045 members 
Entering Unmasked Estep 
Score: -13817385.000000 Penalty: 5711.278320
	Iteration 47Q: 3 clusters Score -1.381738e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -13817408.000000 Penalty: 5711.278320
	Iteration 48Q: 3 clusters Score -1.381741e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 97300 members 
Entering Unmasked Estep 
Score: -13817423.000000 Penalty: 5711.278320
	Iteration 49Q: 3 clusters Score -1.381742e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -13817451.000000 Penalty: 5711.278320
	Iteration 50Q: 3 clusters Score -1.381745e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -13817476.000000 Penalty: 5711.278320
	Iteration 51Q: 3 clusters Score -1.381748e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -13817503.000000 Penalty: 5711.278320
	Iteration 52Q: 3 clusters Score -1.38175e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 97688 members 
Entering Unmasked Estep 
Score: -13817518.000000 Penalty: 5711.278320
	Iteration 53Q: 3 clusters Score -1.381752e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 97747 members 
Entering Unmasked Estep 
Score: -13817541.000000 Penalty: 5711.278320
	Iteration 54Q: 3 clusters Score -1.381754e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -13817547.000000 Penalty: 5711.278320
	Iteration 55Q: 3 clusters Score -1.381755e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 97852 members 
Entering Unmasked Estep 
Score: -13817530.000000 Penalty: 5711.278320
	Iteration 56Q: 3 clusters Score -1.381753e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 97903 members 
Entering Unmasked Estep 
Score: -13817542.000000 Penalty: 5711.278320
	Iteration 57Q: 3 clusters Score -1.381754e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -13817563.000000 Penalty: 5711.278320
	Iteration 58Q: 3 clusters Score -1.381756e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 97976 members 
Entering Unmasked Estep 
Score: -13817561.000000 Penalty: 5711.278320
	Iteration 59Q: 3 clusters Score -1.381756e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 98010 members 
Entering Unmasked Estep 
Score: -13817563.000000 Penalty: 5711.278320
	Iteration 60F: 3 clusters Score -1.381756e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 98048 members 
Entering Unmasked Estep 
Score: -13817595.000000 Penalty: 5711.278320
	Iteration 61Q: 3 clusters Score -1.38176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 98081 members 
Entering Unmasked Estep 
Score: -13817609.000000 Penalty: 5711.278320
	Iteration 62Q: 3 clusters Score -1.381761e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
Score: -13817639.000000 Penalty: 5711.278320
	Iteration 63Q: 3 clusters Score -1.381764e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -13817637.000000 Penalty: 5711.278320
	Iteration 64Q: 3 clusters Score -1.381764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
Score: -13817649.000000 Penalty: 5711.278320
	Iteration 65Q: 3 clusters Score -1.381765e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 98162 members 
Entering Unmasked Estep 
Score: -13817650.000000 Penalty: 5711.278320
	Iteration 66Q: 3 clusters Score -1.381765e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 98180 members 
Entering Unmasked Estep 
Score: -13817644.000000 Penalty: 5711.278320
	Iteration 67Q: 3 clusters Score -1.381764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -13817639.000000 Penalty: 5711.278320
	Iteration 68Q: 3 clusters Score -1.381764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 98203 members 
Entering Unmasked Estep 
Score: -13817645.000000 Penalty: 5711.278320
	Iteration 69Q: 3 clusters Score -1.381764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 98210 members 
Entering Unmasked Estep 
Score: -13817641.000000 Penalty: 5711.278320
	Iteration 70Q: 3 clusters Score -1.381764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -13817642.000000 Penalty: 5711.278320
	Iteration 71Q: 3 clusters Score -1.381764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -13817649.000000 Penalty: 5711.278320
	Iteration 72Q: 3 clusters Score -1.381765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -13817662.000000 Penalty: 5711.278320
	Iteration 73Q: 3 clusters Score -1.381766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 98227 members 
Entering Unmasked Estep 
Score: -13817655.000000 Penalty: 5711.278320
	Iteration 74Q: 3 clusters Score -1.381766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 98227 members 
Entering Unmasked Estep 
Score: -13817650.000000 Penalty: 5711.278320
	Iteration 75Q: 3 clusters Score -1.381765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 98228 members 
Entering Unmasked Estep 
Score: -13817651.000000 Penalty: 5711.278320
	Iteration 76Q: 3 clusters Score -1.381765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 98226 members 
Entering Unmasked Estep 
Score: -13817658.000000 Penalty: 5711.278320
	Iteration 77Q: 3 clusters Score -1.381766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 98225 members 
Entering Unmasked Estep 
Score: -13817654.000000 Penalty: 5711.278320
	Iteration 78Q: 3 clusters Score -1.381765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 98227 members 
Entering Unmasked Estep 
Score: -13817656.000000 Penalty: 5711.278320
	Iteration 79Q: 3 clusters Score -1.381766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 98231 members 
Entering Unmasked Estep 
Score: -13817653.000000 Penalty: 5711.278320
	Iteration 80F: 3 clusters Score -1.381765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -13817648.000000 Penalty: 5711.278320
	Iteration 81Q: 3 clusters Score -1.381765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 98238 members 
Entering Unmasked Estep 
Score: -13817635.000000 Penalty: 5711.278320
	Iteration 82Q: 3 clusters Score -1.381764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 98239 members 
Entering Unmasked Estep 
Score: -13817636.000000 Penalty: 5711.278320
	Iteration 83Q: 3 clusters Score -1.381764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 98240 members 
Entering Unmasked Estep 
Score: -13817641.000000 Penalty: 5711.278320
	Iteration 84Q: 3 clusters Score -1.381764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 98240 members 
Entering Unmasked Estep 
Score: -13817641.000000 Penalty: 5711.278320
	Iteration 85F: 3 clusters Score -1.381764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (114074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Entering Unmasked Estep 
Score: -15802969.000000 Penalty: 2887.861572
	Iteration 0F: 2 clusters Score -1.580297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -15726918.000000 Penalty: 5775.723145
	Iteration 0F: 3 clusters Score -1.572692e+07 nChanged 54100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -15758222.000000 Penalty: 5775.723145
	Iteration 1F: 3 clusters Score -1.575822e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -15759048.000000 Penalty: 5775.723145
	Iteration 2Q: 3 clusters Score -1.575905e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -15760459.000000 Penalty: 5775.723145
	Iteration 3Q: 3 clusters Score -1.576046e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -15762374.000000 Penalty: 5775.723145
	Iteration 4Q: 3 clusters Score -1.576237e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -15766067.000000 Penalty: 5775.723145
	Iteration 5F: 3 clusters Score -1.576607e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -15771930.000000 Penalty: 5775.723145
	Iteration 6F: 3 clusters Score -1.577193e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -15780175.000000 Penalty: 5775.723145
	Iteration 7F: 3 clusters Score -1.578018e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -15788915.000000 Penalty: 5775.723145
	Iteration 8F: 3 clusters Score -1.578892e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 108001 members 
Entering Unmasked Estep 
Score: -15795208.000000 Penalty: 5775.723145
	Iteration 9F: 3 clusters Score -1.579521e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 111461 members 
Entering Unmasked Estep 
Score: -15798552.000000 Penalty: 5775.723145
	Iteration 10Q: 3 clusters Score -1.579855e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 112806 members 
Entering Unmasked Estep 
Score: -15799757.000000 Penalty: 5775.723145
	Iteration 11Q: 3 clusters Score -1.579976e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 113300 members 
Entering Unmasked Estep 
Score: -15800198.000000 Penalty: 5775.723145
	Iteration 12Q: 3 clusters Score -1.58002e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 113481 members 
Entering Unmasked Estep 
Score: -15800385.000000 Penalty: 5775.723145
	Iteration 13Q: 3 clusters Score -1.580038e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 113553 members 
Entering Unmasked Estep 
Score: -15800482.000000 Penalty: 5775.723145
	Iteration 14Q: 3 clusters Score -1.580048e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -15800527.000000 Penalty: 5775.723145
	Iteration 15Q: 3 clusters Score -1.580053e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 113600 members 
Entering Unmasked Estep 
Score: -15800563.000000 Penalty: 5775.723145
	Iteration 16Q: 3 clusters Score -1.580056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 113609 members 
Entering Unmasked Estep 
Score: -15800573.000000 Penalty: 5775.723145
	Iteration 17Q: 3 clusters Score -1.580057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -15800577.000000 Penalty: 5775.723145
	Iteration 18Q: 3 clusters Score -1.580058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 113621 members 
Entering Unmasked Estep 
Score: -15800589.000000 Penalty: 5775.723145
	Iteration 19Q: 3 clusters Score -1.580059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 113627 members 
Entering Unmasked Estep 
Score: -15800617.000000 Penalty: 5775.723145
	Iteration 20F: 3 clusters Score -1.580062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 113631 members 
Entering Unmasked Estep 
Score: -15800629.000000 Penalty: 5775.723145
	Iteration 21Q: 3 clusters Score -1.580063e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 113635 members 
Entering Unmasked Estep 
Score: -15800643.000000 Penalty: 5775.723145
	Iteration 22Q: 3 clusters Score -1.580064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 113635 members 
Entering Unmasked Estep 
Score: -15800668.000000 Penalty: 5775.723145
	Iteration 23Q: 3 clusters Score -1.580067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -15800690.000000 Penalty: 5775.723145
	Iteration 24Q: 3 clusters Score -1.580069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 113640 members 
Entering Unmasked Estep 
Score: -15800682.000000 Penalty: 5775.723145
	Iteration 25Q: 3 clusters Score -1.580068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -15800706.000000 Penalty: 5775.723145
	Iteration 26Q: 3 clusters Score -1.580071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 113630 members 
Entering Unmasked Estep 
Score: -15800731.000000 Penalty: 5775.723145
	Iteration 27Q: 3 clusters Score -1.580073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 113629 members 
Entering Unmasked Estep 
Score: -15800719.000000 Penalty: 5775.723145
	Iteration 28Q: 3 clusters Score -1.580072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 113632 members 
Entering Unmasked Estep 
Score: -15800729.000000 Penalty: 5775.723145
	Iteration 29Q: 3 clusters Score -1.580073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 113626 members 
Entering Unmasked Estep 
Score: -15800761.000000 Penalty: 5775.723145
	Iteration 30Q: 3 clusters Score -1.580076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 113620 members 
Entering Unmasked Estep 
Score: -15800783.000000 Penalty: 5775.723145
	Iteration 31Q: 3 clusters Score -1.580078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 113612 members 
Entering Unmasked Estep 
Score: -15800788.000000 Penalty: 5775.723145
	Iteration 32Q: 3 clusters Score -1.580079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -15800799.000000 Penalty: 5775.723145
	Iteration 33Q: 3 clusters Score -1.58008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -15800799.000000 Penalty: 5775.723145
	Iteration 34Q: 3 clusters Score -1.58008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 113605 members 
Entering Unmasked Estep 
Score: -15800794.000000 Penalty: 5775.723145
	Iteration 35Q: 3 clusters Score -1.580079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 113605 members 
Entering Unmasked Estep 
Score: -15800794.000000 Penalty: 5775.723145
	Iteration 36F: 3 clusters Score -1.580079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (234238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234238 members 
Entering Unmasked Estep 
Score: -32226028.000000 Penalty: 3066.294922
	Iteration 0F: 2 clusters Score -3.222603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117425 members 
Mstep: Class 2 contains 116813 members 
Entering Unmasked Estep 
Score: -32080576.000000 Penalty: 6132.589844
	Iteration 0F: 3 clusters Score -3.208058e+07 nChanged 112943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121180 members 
Mstep: Class 2 contains 113058 members 
Entering Unmasked Estep 
Score: -32147594.000000 Penalty: 6132.589844
	Iteration 1F: 3 clusters Score -3.214759e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123496 members 
Mstep: Class 2 contains 110742 members 
Entering Unmasked Estep 
Score: -32149324.000000 Penalty: 6132.589844
	Iteration 2Q: 3 clusters Score -3.214932e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127216 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -32151622.000000 Penalty: 6132.589844
	Iteration 3Q: 3 clusters Score -3.215162e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132799 members 
Mstep: Class 2 contains 101439 members 
Entering Unmasked Estep 
Score: -32154864.000000 Penalty: 6132.589844
	Iteration 4Q: 3 clusters Score -3.215486e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140960 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -32160550.000000 Penalty: 6132.589844
	Iteration 5Q: 3 clusters Score -3.216055e+07 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151981 members 
Mstep: Class 2 contains 82257 members 
Entering Unmasked Estep 
Score: -32169314.000000 Penalty: 6132.589844
	Iteration 6F: 3 clusters Score -3.216931e+07 nChanged 14895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165128 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -32181518.000000 Penalty: 6132.589844
	Iteration 7F: 3 clusters Score -3.218152e+07 nChanged 14603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177629 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -32193358.000000 Penalty: 6132.589844
	Iteration 8F: 3 clusters Score -3.219336e+07 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187346 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -32201288.000000 Penalty: 6132.589844
	Iteration 9F: 3 clusters Score -3.220129e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194513 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -32205838.000000 Penalty: 6132.589844
	Iteration 10Q: 3 clusters Score -3.220584e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200376 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -32208460.000000 Penalty: 6132.589844
	Iteration 11Q: 3 clusters Score -3.220846e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205396 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -32210260.000000 Penalty: 6132.589844
	Iteration 12Q: 3 clusters Score -3.221026e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209820 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -32211694.000000 Penalty: 6132.589844
	Iteration 13Q: 3 clusters Score -3.221169e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213767 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -32212938.000000 Penalty: 6132.589844
	Iteration 14Q: 3 clusters Score -3.221294e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217148 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -32214328.000000 Penalty: 6132.589844
	Iteration 15Q: 3 clusters Score -3.221433e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220063 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -32215828.000000 Penalty: 6132.589844
	Iteration 16Q: 3 clusters Score -3.221583e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222599 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -32217204.000000 Penalty: 6132.589844
	Iteration 17Q: 3 clusters Score -3.22172e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224759 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -32218076.000000 Penalty: 6132.589844
	Iteration 18Q: 3 clusters Score -3.221808e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226482 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -32218952.000000 Penalty: 6132.589844
	Iteration 19Q: 3 clusters Score -3.221895e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227883 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -32219566.000000 Penalty: 6132.589844
	Iteration 20F: 3 clusters Score -3.221957e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228980 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -32220260.000000 Penalty: 6132.589844
	Iteration 21Q: 3 clusters Score -3.222026e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229828 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -32220772.000000 Penalty: 6132.589844
	Iteration 22Q: 3 clusters Score -3.222077e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230483 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -32221154.000000 Penalty: 6132.589844
	Iteration 23Q: 3 clusters Score -3.222115e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230990 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -32221460.000000 Penalty: 6132.589844
	Iteration 24Q: 3 clusters Score -3.222146e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231437 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -32221832.000000 Penalty: 6132.589844
	Iteration 25Q: 3 clusters Score -3.222183e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231759 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -32221976.000000 Penalty: 6132.589844
	Iteration 26Q: 3 clusters Score -3.222198e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231997 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -32222156.000000 Penalty: 6132.589844
	Iteration 27Q: 3 clusters Score -3.222216e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232190 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -32222284.000000 Penalty: 6132.589844
	Iteration 28Q: 3 clusters Score -3.222228e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232344 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -32222414.000000 Penalty: 6132.589844
	Iteration 29Q: 3 clusters Score -3.222241e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232464 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -32222538.000000 Penalty: 6132.589844
	Iteration 30Q: 3 clusters Score -3.222254e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232552 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -32222564.000000 Penalty: 6132.589844
	Iteration 31Q: 3 clusters Score -3.222256e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232620 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -32222574.000000 Penalty: 6132.589844
	Iteration 32Q: 3 clusters Score -3.222257e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232672 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -32222614.000000 Penalty: 6132.589844
	Iteration 33Q: 3 clusters Score -3.222261e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232716 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -32222668.000000 Penalty: 6132.589844
	Iteration 34Q: 3 clusters Score -3.222267e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232750 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -32222690.000000 Penalty: 6132.589844
	Iteration 35Q: 3 clusters Score -3.222269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232768 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -32222754.000000 Penalty: 6132.589844
	Iteration 36Q: 3 clusters Score -3.222275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232793 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -32222744.000000 Penalty: 6132.589844
	Iteration 37Q: 3 clusters Score -3.222274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232812 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -32222758.000000 Penalty: 6132.589844
	Iteration 38Q: 3 clusters Score -3.222276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232836 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -32222766.000000 Penalty: 6132.589844
	Iteration 39Q: 3 clusters Score -3.222277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232852 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -32222800.000000 Penalty: 6132.589844
	Iteration 40F: 3 clusters Score -3.22228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232867 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -32222810.000000 Penalty: 6132.589844
	Iteration 41Q: 3 clusters Score -3.222281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232885 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -32222824.000000 Penalty: 6132.589844
	Iteration 42Q: 3 clusters Score -3.222282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232901 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -32222818.000000 Penalty: 6132.589844
	Iteration 43Q: 3 clusters Score -3.222282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232910 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -32222844.000000 Penalty: 6132.589844
	Iteration 44Q: 3 clusters Score -3.222284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232914 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -32222840.000000 Penalty: 6132.589844
	Iteration 45Q: 3 clusters Score -3.222284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232922 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -32222860.000000 Penalty: 6132.589844
	Iteration 46Q: 3 clusters Score -3.222286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232929 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -32222862.000000 Penalty: 6132.589844
	Iteration 47Q: 3 clusters Score -3.222286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232936 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -32222856.000000 Penalty: 6132.589844
	Iteration 48Q: 3 clusters Score -3.222286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232947 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -32222860.000000 Penalty: 6132.589844
	Iteration 49Q: 3 clusters Score -3.222286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232953 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -32222864.000000 Penalty: 6132.589844
	Iteration 50Q: 3 clusters Score -3.222286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232958 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -32222860.000000 Penalty: 6132.589844
	Iteration 51Q: 3 clusters Score -3.222286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232962 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -32222868.000000 Penalty: 6132.589844
	Iteration 52Q: 3 clusters Score -3.222287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232965 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -32222880.000000 Penalty: 6132.589844
	Iteration 53Q: 3 clusters Score -3.222288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232967 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -32222882.000000 Penalty: 6132.589844
	Iteration 54Q: 3 clusters Score -3.222288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232967 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -32222882.000000 Penalty: 6132.589844
	Iteration 55F: 3 clusters Score -3.222288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -376207.343750 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -376207.3 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 1379 members 
Entering Unmasked Estep 
Score: -373037.843750 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -373037.8 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -373701.781250 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -373701.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -373889.875000 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -373889.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -374043.562500 Penalty: 3946.412354
	Iteration 3F: 3 clusters Score -374043.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -374184.500000 Penalty: 3946.412354
	Iteration 4F: 3 clusters Score -374184.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -374291.562500 Penalty: 3946.412354
	Iteration 5Q: 3 clusters Score -374291.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -374359.750000 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -374359.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -374393.843750 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -374393.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -374424.437500 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -374424.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -374442.812500 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -374442.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -374454.937500 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -374454.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -374465.562500 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -374465.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -374474.750000 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -374474.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -374488.718750 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -374488.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -374501.468750 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -374501.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -374510.656250 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -374510.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -374517.968750 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -374518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -374527.968750 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -374528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -374536.750000 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -374536.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -374543.875000 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -374543.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -374550.281250 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -374550.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -374554.187500 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -374554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -374553.750000 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -374553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -374557.000000 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -374557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -374557.968750 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -374558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -374560.062500 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -374560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -374562.375000 Penalty: 3946.412354
	Iteration 26Q: 3 clusters Score -374562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -374563.187500 Penalty: 3946.412354
	Iteration 27Q: 3 clusters Score -374563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -374566.562500 Penalty: 3946.412354
	Iteration 28Q: 3 clusters Score -374566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -374567.937500 Penalty: 3946.412354
	Iteration 29Q: 3 clusters Score -374567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -374569.031250 Penalty: 3946.412354
	Iteration 30Q: 3 clusters Score -374569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -374569.031250 Penalty: 3946.412354
	Iteration 31F: 3 clusters Score -374569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Entering Unmasked Estep 
Score: -3557099.750000 Penalty: 2516.364014
	Iteration 0F: 2 clusters Score -3557100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3539589.000000 Penalty: 5032.728027
	Iteration 0F: 3 clusters Score -3539589 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3545667.000000 Penalty: 5032.728027
	Iteration 1F: 3 clusters Score -3545667 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3546214.750000 Penalty: 5032.728027
	Iteration 2Q: 3 clusters Score -3546215 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3546832.000000 Penalty: 5032.728027
	Iteration 3F: 3 clusters Score -3546832 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3547633.750000 Penalty: 5032.728027
	Iteration 4F: 3 clusters Score -3547634 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3548648.500000 Penalty: 5032.728027
	Iteration 5F: 3 clusters Score -3548648 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -3549856.750000 Penalty: 5032.728027
	Iteration 6F: 3 clusters Score -3549857 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3551232.000000 Penalty: 5032.728027
	Iteration 7F: 3 clusters Score -3551232 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3552551.500000 Penalty: 5032.728027
	Iteration 8F: 3 clusters Score -3552552 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3553508.500000 Penalty: 5032.728027
	Iteration 9Q: 3 clusters Score -3553508 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3554016.750000 Penalty: 5032.728027
	Iteration 10Q: 3 clusters Score -3554017 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3554277.000000 Penalty: 5032.728027
	Iteration 11Q: 3 clusters Score -3554277 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3554426.500000 Penalty: 5032.728027
	Iteration 12Q: 3 clusters Score -3554426 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3554537.500000 Penalty: 5032.728027
	Iteration 13Q: 3 clusters Score -3554538 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3554615.500000 Penalty: 5032.728027
	Iteration 14Q: 3 clusters Score -3554616 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3554669.000000 Penalty: 5032.728027
	Iteration 15Q: 3 clusters Score -3554669 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3554717.250000 Penalty: 5032.728027
	Iteration 16Q: 3 clusters Score -3554717 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3554771.500000 Penalty: 5032.728027
	Iteration 17Q: 3 clusters Score -3554772 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3554815.500000 Penalty: 5032.728027
	Iteration 18Q: 3 clusters Score -3554816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3554847.750000 Penalty: 5032.728027
	Iteration 19Q: 3 clusters Score -3554848 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3554877.000000 Penalty: 5032.728027
	Iteration 20F: 3 clusters Score -3554877 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3554897.000000 Penalty: 5032.728027
	Iteration 21Q: 3 clusters Score -3554897 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3554933.750000 Penalty: 5032.728027
	Iteration 22Q: 3 clusters Score -3554934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3554947.750000 Penalty: 5032.728027
	Iteration 23Q: 3 clusters Score -3554948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3554966.000000 Penalty: 5032.728027
	Iteration 24Q: 3 clusters Score -3554966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3554986.500000 Penalty: 5032.728027
	Iteration 25Q: 3 clusters Score -3554986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3555002.000000 Penalty: 5032.728027
	Iteration 26Q: 3 clusters Score -3555002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3555009.250000 Penalty: 5032.728027
	Iteration 27Q: 3 clusters Score -3555009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3555039.250000 Penalty: 5032.728027
	Iteration 28Q: 3 clusters Score -3555039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3555053.500000 Penalty: 5032.728027
	Iteration 29Q: 3 clusters Score -3555054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3555083.500000 Penalty: 5032.728027
	Iteration 30Q: 3 clusters Score -3555084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3555087.000000 Penalty: 5032.728027
	Iteration 31Q: 3 clusters Score -3555087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3555091.750000 Penalty: 5032.728027
	Iteration 32Q: 3 clusters Score -3555092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3555099.500000 Penalty: 5032.728027
	Iteration 33Q: 3 clusters Score -3555100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3555111.000000 Penalty: 5032.728027
	Iteration 34Q: 3 clusters Score -3555111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3555126.500000 Penalty: 5032.728027
	Iteration 35Q: 3 clusters Score -3555126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3555134.000000 Penalty: 5032.728027
	Iteration 36Q: 3 clusters Score -3555134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3555141.000000 Penalty: 5032.728027
	Iteration 37Q: 3 clusters Score -3555141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3555138.750000 Penalty: 5032.728027
	Iteration 38Q: 3 clusters Score -3555139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3555146.750000 Penalty: 5032.728027
	Iteration 39Q: 3 clusters Score -3555147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3555149.500000 Penalty: 5032.728027
	Iteration 40F: 3 clusters Score -3555150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3555152.250000 Penalty: 5032.728027
	Iteration 41Q: 3 clusters Score -3555152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3555154.500000 Penalty: 5032.728027
	Iteration 42Q: 3 clusters Score -3555154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3555157.750000 Penalty: 5032.728027
	Iteration 43Q: 3 clusters Score -3555158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3555160.750000 Penalty: 5032.728027
	Iteration 44Q: 3 clusters Score -3555161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3555169.000000 Penalty: 5032.728027
	Iteration 45Q: 3 clusters Score -3555169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3555176.500000 Penalty: 5032.728027
	Iteration 46Q: 3 clusters Score -3555176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3555175.250000 Penalty: 5032.728027
	Iteration 47Q: 3 clusters Score -3555175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3555178.000000 Penalty: 5032.728027
	Iteration 48Q: 3 clusters Score -3555178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3555181.750000 Penalty: 5032.728027
	Iteration 49Q: 3 clusters Score -3555182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3555182.500000 Penalty: 5032.728027
	Iteration 50Q: 3 clusters Score -3555182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3555183.500000 Penalty: 5032.728027
	Iteration 51Q: 3 clusters Score -3555184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3555185.250000 Penalty: 5032.728027
	Iteration 52Q: 3 clusters Score -3555185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3555190.500000 Penalty: 5032.728027
	Iteration 53Q: 3 clusters Score -3555190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3555191.000000 Penalty: 5032.728027
	Iteration 54Q: 3 clusters Score -3555191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3555194.500000 Penalty: 5032.728027
	Iteration 55Q: 3 clusters Score -3555194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3555190.250000 Penalty: 5032.728027
	Iteration 56Q: 3 clusters Score -3555190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3555189.250000 Penalty: 5032.728027
	Iteration 57Q: 3 clusters Score -3555189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3555192.250000 Penalty: 5032.728027
	Iteration 58Q: 3 clusters Score -3555192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3555186.500000 Penalty: 5032.728027
	Iteration 59Q: 3 clusters Score -3555186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3555186.500000 Penalty: 5032.728027
	Iteration 60F: 3 clusters Score -3555186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -111208.390625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -111208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109368.023438 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -109368 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109869.898438 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -109869.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110358.375000 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -110358.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110821.593750 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -110821.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -111178.718750 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -111178.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111318.796875 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -111318.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -111358.406250 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -111358.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -111365.929688 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -111365.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -111373.359375 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -111373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -111377.632812 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -111377.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -111382.500000 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -111382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111391.296875 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -111391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111394.335938 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -111394.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111394.335938 Penalty: 3398.187744
	Iteration 13F: 3 clusters Score -111394.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50546 members 
Mstep: Class 4 contains 92221 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 100175 members 
Mstep: Class 8 contains 114074 members 
Mstep: Class 9 contains 234238 members 
Mstep: Class 10 contains 2854 members 
Mstep: Class 11 contains 25505 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 3923 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18879 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 157759 members 
Mstep: Class 19 contains 36738 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 352 members 
Entering Unmasked Estep 
Score: -137450096.000000 Penalty: 75454.375000
Splitting cluster 12 changes total score from -137450096.000000 to -137450096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Entering Unmasked Estep 
Score: -528117.500000 Penalty: 2052.103760
	Iteration 0F: 2 clusters Score -528117.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -524306.500000 Penalty: 4104.207520
	Iteration 0F: 3 clusters Score -524306.5 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -525145.812500 Penalty: 4104.207520
	Iteration 1F: 3 clusters Score -525145.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -525370.500000 Penalty: 4104.207520
	Iteration 2F: 3 clusters Score -525370.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -525513.812500 Penalty: 4104.207520
	Iteration 3F: 3 clusters Score -525513.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -525619.437500 Penalty: 4104.207520
	Iteration 4Q: 3 clusters Score -525619.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -525693.250000 Penalty: 4104.207520
	Iteration 5Q: 3 clusters Score -525693.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -525742.500000 Penalty: 4104.207520
	Iteration 6Q: 3 clusters Score -525742.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -525789.812500 Penalty: 4104.207520
	Iteration 7Q: 3 clusters Score -525789.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -525833.937500 Penalty: 4104.207520
	Iteration 8Q: 3 clusters Score -525833.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -525883.062500 Penalty: 4104.207520
	Iteration 9Q: 3 clusters Score -525883.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -525930.375000 Penalty: 4104.207520
	Iteration 10Q: 3 clusters Score -525930.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -525974.187500 Penalty: 4104.207520
	Iteration 11Q: 3 clusters Score -525974.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -526013.062500 Penalty: 4104.207520
	Iteration 12Q: 3 clusters Score -526013.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -526046.437500 Penalty: 4104.207520
	Iteration 13Q: 3 clusters Score -526046.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -526079.125000 Penalty: 4104.207520
	Iteration 14Q: 3 clusters Score -526079.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -526102.062500 Penalty: 4104.207520
	Iteration 15Q: 3 clusters Score -526102.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -526129.875000 Penalty: 4104.207520
	Iteration 16Q: 3 clusters Score -526129.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -526166.750000 Penalty: 4104.207520
	Iteration 17Q: 3 clusters Score -526166.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -526200.750000 Penalty: 4104.207520
	Iteration 18Q: 3 clusters Score -526200.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -526236.812500 Penalty: 4104.207520
	Iteration 19Q: 3 clusters Score -526236.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -526270.687500 Penalty: 4104.207520
	Iteration 20F: 3 clusters Score -526270.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -526297.875000 Penalty: 4104.207520
	Iteration 21Q: 3 clusters Score -526297.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -526330.125000 Penalty: 4104.207520
	Iteration 22Q: 3 clusters Score -526330.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -526353.562500 Penalty: 4104.207520
	Iteration 23Q: 3 clusters Score -526353.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -526365.687500 Penalty: 4104.207520
	Iteration 24Q: 3 clusters Score -526365.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -526370.750000 Penalty: 4104.207520
	Iteration 25Q: 3 clusters Score -526370.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -526376.062500 Penalty: 4104.207520
	Iteration 26Q: 3 clusters Score -526376.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -526381.000000 Penalty: 4104.207520
	Iteration 27Q: 3 clusters Score -526381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -526384.375000 Penalty: 4104.207520
	Iteration 28Q: 3 clusters Score -526384.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -526388.125000 Penalty: 4104.207520
	Iteration 29Q: 3 clusters Score -526388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -526390.312500 Penalty: 4104.207520
	Iteration 30Q: 3 clusters Score -526390.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -526394.437500 Penalty: 4104.207520
	Iteration 31Q: 3 clusters Score -526394.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -526399.062500 Penalty: 4104.207520
	Iteration 32Q: 3 clusters Score -526399.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -526409.500000 Penalty: 4104.207520
	Iteration 33Q: 3 clusters Score -526409.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -526415.062500 Penalty: 4104.207520
	Iteration 34Q: 3 clusters Score -526415.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -526421.125000 Penalty: 4104.207520
	Iteration 35Q: 3 clusters Score -526421.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -526425.375000 Penalty: 4104.207520
	Iteration 36Q: 3 clusters Score -526425.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -526430.625000 Penalty: 4104.207520
	Iteration 37Q: 3 clusters Score -526430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -526435.000000 Penalty: 4104.207520
	Iteration 38Q: 3 clusters Score -526435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -526436.750000 Penalty: 4104.207520
	Iteration 39Q: 3 clusters Score -526436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -526439.812500 Penalty: 4104.207520
	Iteration 40F: 3 clusters Score -526439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -526443.562500 Penalty: 4104.207520
	Iteration 41Q: 3 clusters Score -526443.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -526446.500000 Penalty: 4104.207520
	Iteration 42Q: 3 clusters Score -526446.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -526450.687500 Penalty: 4104.207520
	Iteration 43Q: 3 clusters Score -526450.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -526454.812500 Penalty: 4104.207520
	Iteration 44Q: 3 clusters Score -526454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -526456.312500 Penalty: 4104.207520
	Iteration 45Q: 3 clusters Score -526456.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -526459.062500 Penalty: 4104.207520
	Iteration 46Q: 3 clusters Score -526459.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -526459.062500 Penalty: 4104.207520
	Iteration 47F: 3 clusters Score -526459.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -161906.343750 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -161906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -159810.000000 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -159810 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160165.562500 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -160165.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -160291.937500 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -160291.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160373.859375 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -160373.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -160420.375000 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -160420.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -160452.562500 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -160452.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -160476.859375 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -160476.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -160498.578125 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -160498.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -160513.593750 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -160513.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -160535.593750 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -160535.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -160551.250000 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -160551.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -160568.687500 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -160568.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -160576.031250 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -160576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -160579.843750 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -160579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -160584.468750 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -160584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -160589.062500 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -160589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160592.031250 Penalty: 3519.563232
	Iteration 16Q: 3 clusters Score -160592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160592.796875 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -160592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160592.796875 Penalty: 3519.563232
	Iteration 18F: 3 clusters Score -160592.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Entering Unmasked Estep 
Score: -2627846.750000 Penalty: 2441.759766
	Iteration 0F: 2 clusters Score -2627847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2614548.000000 Penalty: 4883.519531
	Iteration 0F: 3 clusters Score -2614548 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2619028.750000 Penalty: 4883.519531
	Iteration 1F: 3 clusters Score -2619029 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2619483.500000 Penalty: 4883.519531
	Iteration 2F: 3 clusters Score -2619484 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2619935.750000 Penalty: 4883.519531
	Iteration 3F: 3 clusters Score -2619936 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2620414.000000 Penalty: 4883.519531
	Iteration 4Q: 3 clusters Score -2620414 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2620966.000000 Penalty: 4883.519531
	Iteration 5Q: 3 clusters Score -2620966 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2621615.500000 Penalty: 4883.519531
	Iteration 6F: 3 clusters Score -2621616 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2622392.000000 Penalty: 4883.519531
	Iteration 7F: 3 clusters Score -2622392 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2623224.000000 Penalty: 4883.519531
	Iteration 8F: 3 clusters Score -2623224 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2623900.000000 Penalty: 4883.519531
	Iteration 9F: 3 clusters Score -2623900 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2624268.750000 Penalty: 4883.519531
	Iteration 10Q: 3 clusters Score -2624269 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2624444.750000 Penalty: 4883.519531
	Iteration 11Q: 3 clusters Score -2624445 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2624542.500000 Penalty: 4883.519531
	Iteration 12Q: 3 clusters Score -2624542 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2624643.250000 Penalty: 4883.519531
	Iteration 13Q: 3 clusters Score -2624643 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2624718.250000 Penalty: 4883.519531
	Iteration 14Q: 3 clusters Score -2624718 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2624779.750000 Penalty: 4883.519531
	Iteration 15Q: 3 clusters Score -2624780 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2624846.750000 Penalty: 4883.519531
	Iteration 16Q: 3 clusters Score -2624847 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2624892.500000 Penalty: 4883.519531
	Iteration 17Q: 3 clusters Score -2624892 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2624918.250000 Penalty: 4883.519531
	Iteration 18Q: 3 clusters Score -2624918 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2624955.500000 Penalty: 4883.519531
	Iteration 19Q: 3 clusters Score -2624956 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2624989.250000 Penalty: 4883.519531
	Iteration 20F: 3 clusters Score -2624989 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2625020.500000 Penalty: 4883.519531
	Iteration 21Q: 3 clusters Score -2625020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2625041.500000 Penalty: 4883.519531
	Iteration 22Q: 3 clusters Score -2625042 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2625065.000000 Penalty: 4883.519531
	Iteration 23Q: 3 clusters Score -2625065 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2625081.750000 Penalty: 4883.519531
	Iteration 24Q: 3 clusters Score -2625082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2625115.500000 Penalty: 4883.519531
	Iteration 25Q: 3 clusters Score -2625116 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2625145.500000 Penalty: 4883.519531
	Iteration 26Q: 3 clusters Score -2625146 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2625162.500000 Penalty: 4883.519531
	Iteration 27Q: 3 clusters Score -2625162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2625171.500000 Penalty: 4883.519531
	Iteration 28Q: 3 clusters Score -2625172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2625192.250000 Penalty: 4883.519531
	Iteration 29Q: 3 clusters Score -2625192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2625211.000000 Penalty: 4883.519531
	Iteration 30Q: 3 clusters Score -2625211 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2625234.250000 Penalty: 4883.519531
	Iteration 31Q: 3 clusters Score -2625234 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2625241.500000 Penalty: 4883.519531
	Iteration 32Q: 3 clusters Score -2625242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2625262.500000 Penalty: 4883.519531
	Iteration 33Q: 3 clusters Score -2625262 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2625292.000000 Penalty: 4883.519531
	Iteration 34Q: 3 clusters Score -2625292 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2625305.000000 Penalty: 4883.519531
	Iteration 35Q: 3 clusters Score -2625305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2625326.750000 Penalty: 4883.519531
	Iteration 36Q: 3 clusters Score -2625327 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2625341.000000 Penalty: 4883.519531
	Iteration 37Q: 3 clusters Score -2625341 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2625359.750000 Penalty: 4883.519531
	Iteration 38Q: 3 clusters Score -2625360 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2625374.500000 Penalty: 4883.519531
	Iteration 39Q: 3 clusters Score -2625374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2625394.750000 Penalty: 4883.519531
	Iteration 40F: 3 clusters Score -2625395 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2625409.750000 Penalty: 4883.519531
	Iteration 41Q: 3 clusters Score -2625410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2625421.250000 Penalty: 4883.519531
	Iteration 42Q: 3 clusters Score -2625421 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2625433.750000 Penalty: 4883.519531
	Iteration 43Q: 3 clusters Score -2625434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2625454.750000 Penalty: 4883.519531
	Iteration 44Q: 3 clusters Score -2625455 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2625475.000000 Penalty: 4883.519531
	Iteration 45Q: 3 clusters Score -2625475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2625492.500000 Penalty: 4883.519531
	Iteration 46Q: 3 clusters Score -2625492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2625507.500000 Penalty: 4883.519531
	Iteration 47Q: 3 clusters Score -2625508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2625525.750000 Penalty: 4883.519531
	Iteration 48Q: 3 clusters Score -2625526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2625536.000000 Penalty: 4883.519531
	Iteration 49Q: 3 clusters Score -2625536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2625558.750000 Penalty: 4883.519531
	Iteration 50Q: 3 clusters Score -2625559 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2625562.750000 Penalty: 4883.519531
	Iteration 51Q: 3 clusters Score -2625563 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2625564.000000 Penalty: 4883.519531
	Iteration 52Q: 3 clusters Score -2625564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2625568.000000 Penalty: 4883.519531
	Iteration 53Q: 3 clusters Score -2625568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2625586.000000 Penalty: 4883.519531
	Iteration 54Q: 3 clusters Score -2625586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2625592.000000 Penalty: 4883.519531
	Iteration 55Q: 3 clusters Score -2625592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2625610.500000 Penalty: 4883.519531
	Iteration 56Q: 3 clusters Score -2625610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2625615.250000 Penalty: 4883.519531
	Iteration 57Q: 3 clusters Score -2625615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2625629.250000 Penalty: 4883.519531
	Iteration 58Q: 3 clusters Score -2625629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2625641.750000 Penalty: 4883.519531
	Iteration 59Q: 3 clusters Score -2625642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2625644.500000 Penalty: 4883.519531
	Iteration 60F: 3 clusters Score -2625644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2625656.750000 Penalty: 4883.519531
	Iteration 61Q: 3 clusters Score -2625657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2625656.250000 Penalty: 4883.519531
	Iteration 62Q: 3 clusters Score -2625656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2625680.250000 Penalty: 4883.519531
	Iteration 63Q: 3 clusters Score -2625680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2625690.000000 Penalty: 4883.519531
	Iteration 64Q: 3 clusters Score -2625690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2625694.750000 Penalty: 4883.519531
	Iteration 65Q: 3 clusters Score -2625695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2625696.000000 Penalty: 4883.519531
	Iteration 66Q: 3 clusters Score -2625696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2625699.250000 Penalty: 4883.519531
	Iteration 67Q: 3 clusters Score -2625699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2625702.000000 Penalty: 4883.519531
	Iteration 68Q: 3 clusters Score -2625702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2625708.250000 Penalty: 4883.519531
	Iteration 69Q: 3 clusters Score -2625708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2625709.500000 Penalty: 4883.519531
	Iteration 70Q: 3 clusters Score -2625710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2625714.000000 Penalty: 4883.519531
	Iteration 71Q: 3 clusters Score -2625714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2625713.250000 Penalty: 4883.519531
	Iteration 72Q: 3 clusters Score -2625713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2625722.500000 Penalty: 4883.519531
	Iteration 73Q: 3 clusters Score -2625722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2625726.000000 Penalty: 4883.519531
	Iteration 74Q: 3 clusters Score -2625726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2625725.750000 Penalty: 4883.519531
	Iteration 75Q: 3 clusters Score -2625726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2625734.000000 Penalty: 4883.519531
	Iteration 76Q: 3 clusters Score -2625734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2625740.000000 Penalty: 4883.519531
	Iteration 77Q: 3 clusters Score -2625740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2625741.250000 Penalty: 4883.519531
	Iteration 78Q: 3 clusters Score -2625741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2625742.500000 Penalty: 4883.519531
	Iteration 79Q: 3 clusters Score -2625742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2625740.250000 Penalty: 4883.519531
	Iteration 80F: 3 clusters Score -2625740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2625742.000000 Penalty: 4883.519531
	Iteration 81Q: 3 clusters Score -2625742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2625743.250000 Penalty: 4883.519531
	Iteration 82Q: 3 clusters Score -2625743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2625744.250000 Penalty: 4883.519531
	Iteration 83Q: 3 clusters Score -2625744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2625747.250000 Penalty: 4883.519531
	Iteration 84Q: 3 clusters Score -2625747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2625748.500000 Penalty: 4883.519531
	Iteration 85Q: 3 clusters Score -2625748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2625749.500000 Penalty: 4883.519531
	Iteration 86Q: 3 clusters Score -2625750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2625750.500000 Penalty: 4883.519531
	Iteration 87Q: 3 clusters Score -2625750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2625750.750000 Penalty: 4883.519531
	Iteration 88Q: 3 clusters Score -2625751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2625750.250000 Penalty: 4883.519531
	Iteration 89Q: 3 clusters Score -2625750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2625749.000000 Penalty: 4883.519531
	Iteration 90Q: 3 clusters Score -2625749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2625748.000000 Penalty: 4883.519531
	Iteration 91Q: 3 clusters Score -2625748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2625746.500000 Penalty: 4883.519531
	Iteration 92Q: 3 clusters Score -2625746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2625756.250000 Penalty: 4883.519531
	Iteration 93Q: 3 clusters Score -2625756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2625760.500000 Penalty: 4883.519531
	Iteration 94Q: 3 clusters Score -2625760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2625762.750000 Penalty: 4883.519531
	Iteration 95Q: 3 clusters Score -2625763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2625765.250000 Penalty: 4883.519531
	Iteration 96Q: 3 clusters Score -2625765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2625767.000000 Penalty: 4883.519531
	Iteration 97Q: 3 clusters Score -2625767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2625778.250000 Penalty: 4883.519531
	Iteration 98Q: 3 clusters Score -2625778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2625783.750000 Penalty: 4883.519531
	Iteration 99Q: 3 clusters Score -2625784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2625779.250000 Penalty: 4883.519531
	Iteration 100F: 3 clusters Score -2625779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2625776.500000 Penalty: 4883.519531
	Iteration 101Q: 3 clusters Score -2625776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2625777.500000 Penalty: 4883.519531
	Iteration 102Q: 3 clusters Score -2625778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2625782.750000 Penalty: 4883.519531
	Iteration 103Q: 3 clusters Score -2625783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2625788.750000 Penalty: 4883.519531
	Iteration 104Q: 3 clusters Score -2625789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2625786.750000 Penalty: 4883.519531
	Iteration 105Q: 3 clusters Score -2625787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2625790.250000 Penalty: 4883.519531
	Iteration 106Q: 3 clusters Score -2625790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2625795.750000 Penalty: 4883.519531
	Iteration 107Q: 3 clusters Score -2625796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2625800.250000 Penalty: 4883.519531
	Iteration 108Q: 3 clusters Score -2625800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2625799.500000 Penalty: 4883.519531
	Iteration 109Q: 3 clusters Score -2625800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2625806.500000 Penalty: 4883.519531
	Iteration 110Q: 3 clusters Score -2625806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2625803.000000 Penalty: 4883.519531
	Iteration 111Q: 3 clusters Score -2625803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2625801.500000 Penalty: 4883.519531
	Iteration 112Q: 3 clusters Score -2625802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2625803.750000 Penalty: 4883.519531
	Iteration 113Q: 3 clusters Score -2625804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2625804.250000 Penalty: 4883.519531
	Iteration 114Q: 3 clusters Score -2625804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2625806.500000 Penalty: 4883.519531
	Iteration 115Q: 3 clusters Score -2625806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2625805.500000 Penalty: 4883.519531
	Iteration 116Q: 3 clusters Score -2625806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2625810.000000 Penalty: 4883.519531
	Iteration 117Q: 3 clusters Score -2625810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2625805.250000 Penalty: 4883.519531
	Iteration 118Q: 3 clusters Score -2625805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2625809.500000 Penalty: 4883.519531
	Iteration 119Q: 3 clusters Score -2625810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2625811.000000 Penalty: 4883.519531
	Iteration 120F: 3 clusters Score -2625811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2625813.000000 Penalty: 4883.519531
	Iteration 121Q: 3 clusters Score -2625813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2625814.750000 Penalty: 4883.519531
	Iteration 122Q: 3 clusters Score -2625815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2625818.000000 Penalty: 4883.519531
	Iteration 123Q: 3 clusters Score -2625818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2625821.750000 Penalty: 4883.519531
	Iteration 124Q: 3 clusters Score -2625822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2625825.000000 Penalty: 4883.519531
	Iteration 125Q: 3 clusters Score -2625825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2625821.750000 Penalty: 4883.519531
	Iteration 126Q: 3 clusters Score -2625822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2625822.250000 Penalty: 4883.519531
	Iteration 127Q: 3 clusters Score -2625822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2625819.750000 Penalty: 4883.519531
	Iteration 128Q: 3 clusters Score -2625820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2625825.250000 Penalty: 4883.519531
	Iteration 129Q: 3 clusters Score -2625825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2625825.750000 Penalty: 4883.519531
	Iteration 130Q: 3 clusters Score -2625826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2625827.250000 Penalty: 4883.519531
	Iteration 131Q: 3 clusters Score -2625827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2625831.250000 Penalty: 4883.519531
	Iteration 132Q: 3 clusters Score -2625831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2625833.250000 Penalty: 4883.519531
	Iteration 133Q: 3 clusters Score -2625833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2625832.000000 Penalty: 4883.519531
	Iteration 134Q: 3 clusters Score -2625832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2625835.750000 Penalty: 4883.519531
	Iteration 135Q: 3 clusters Score -2625836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2625838.250000 Penalty: 4883.519531
	Iteration 136Q: 3 clusters Score -2625838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2625838.750000 Penalty: 4883.519531
	Iteration 137Q: 3 clusters Score -2625839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2625838.750000 Penalty: 4883.519531
	Iteration 138Q: 3 clusters Score -2625839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2625840.500000 Penalty: 4883.519531
	Iteration 139Q: 3 clusters Score -2625840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2625842.250000 Penalty: 4883.519531
	Iteration 140F: 3 clusters Score -2625842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2625843.000000 Penalty: 4883.519531
	Iteration 141Q: 3 clusters Score -2625843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2625843.000000 Penalty: 4883.519531
	Iteration 142Q: 3 clusters Score -2625843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2625843.000000 Penalty: 4883.519531
	Iteration 143Q: 3 clusters Score -2625843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2625843.000000 Penalty: 4883.519531
	Iteration 144F: 3 clusters Score -2625843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -508421.250000 Penalty: 2054.306396
	Iteration 0F: 2 clusters Score -508421.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -504553.375000 Penalty: 4108.612793
	Iteration 0F: 3 clusters Score -504553.4 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -505407.093750 Penalty: 4108.612793
	Iteration 1F: 3 clusters Score -505407.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -505597.406250 Penalty: 4108.612793
	Iteration 2F: 3 clusters Score -505597.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -505749.156250 Penalty: 4108.612793
	Iteration 3F: 3 clusters Score -505749.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -505881.937500 Penalty: 4108.612793
	Iteration 4Q: 3 clusters Score -505881.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -506029.937500 Penalty: 4108.612793
	Iteration 5Q: 3 clusters Score -506029.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -506175.312500 Penalty: 4108.612793
	Iteration 6Q: 3 clusters Score -506175.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -506359.375000 Penalty: 4108.612793
	Iteration 7Q: 3 clusters Score -506359.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -506515.781250 Penalty: 4108.612793
	Iteration 8Q: 3 clusters Score -506515.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -506615.218750 Penalty: 4108.612793
	Iteration 9Q: 3 clusters Score -506615.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -506686.437500 Penalty: 4108.612793
	Iteration 10Q: 3 clusters Score -506686.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -506750.218750 Penalty: 4108.612793
	Iteration 11Q: 3 clusters Score -506750.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -506809.656250 Penalty: 4108.612793
	Iteration 12Q: 3 clusters Score -506809.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -506867.468750 Penalty: 4108.612793
	Iteration 13Q: 3 clusters Score -506867.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -506915.562500 Penalty: 4108.612793
	Iteration 14Q: 3 clusters Score -506915.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -506950.281250 Penalty: 4108.612793
	Iteration 15Q: 3 clusters Score -506950.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -506974.531250 Penalty: 4108.612793
	Iteration 16Q: 3 clusters Score -506974.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -506991.562500 Penalty: 4108.612793
	Iteration 17Q: 3 clusters Score -506991.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -507004.875000 Penalty: 4108.612793
	Iteration 18Q: 3 clusters Score -507004.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -507020.187500 Penalty: 4108.612793
	Iteration 19Q: 3 clusters Score -507020.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -507032.500000 Penalty: 4108.612793
	Iteration 20F: 3 clusters Score -507032.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -507043.375000 Penalty: 4108.612793
	Iteration 21Q: 3 clusters Score -507043.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -507055.937500 Penalty: 4108.612793
	Iteration 22Q: 3 clusters Score -507055.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -507066.468750 Penalty: 4108.612793
	Iteration 23Q: 3 clusters Score -507066.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -507083.000000 Penalty: 4108.612793
	Iteration 24Q: 3 clusters Score -507083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -507101.750000 Penalty: 4108.612793
	Iteration 25Q: 3 clusters Score -507101.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -507124.875000 Penalty: 4108.612793
	Iteration 26Q: 3 clusters Score -507124.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -507152.531250 Penalty: 4108.612793
	Iteration 27Q: 3 clusters Score -507152.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -507182.656250 Penalty: 4108.612793
	Iteration 28Q: 3 clusters Score -507182.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -507209.468750 Penalty: 4108.612793
	Iteration 29Q: 3 clusters Score -507209.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -507226.343750 Penalty: 4108.612793
	Iteration 30Q: 3 clusters Score -507226.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -507249.812500 Penalty: 4108.612793
	Iteration 31Q: 3 clusters Score -507249.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -507294.906250 Penalty: 4108.612793
	Iteration 32Q: 3 clusters Score -507294.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -507344.718750 Penalty: 4108.612793
	Iteration 33Q: 3 clusters Score -507344.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -507392.406250 Penalty: 4108.612793
	Iteration 34Q: 3 clusters Score -507392.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -507416.593750 Penalty: 4108.612793
	Iteration 35Q: 3 clusters Score -507416.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -507432.625000 Penalty: 4108.612793
	Iteration 36Q: 3 clusters Score -507432.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -507438.937500 Penalty: 4108.612793
	Iteration 37Q: 3 clusters Score -507438.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -507445.656250 Penalty: 4108.612793
	Iteration 38Q: 3 clusters Score -507445.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -507451.875000 Penalty: 4108.612793
	Iteration 39Q: 3 clusters Score -507451.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -507457.687500 Penalty: 4108.612793
	Iteration 40F: 3 clusters Score -507457.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -507460.000000 Penalty: 4108.612793
	Iteration 41Q: 3 clusters Score -507460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -507461.750000 Penalty: 4108.612793
	Iteration 42Q: 3 clusters Score -507461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -507463.500000 Penalty: 4108.612793
	Iteration 43Q: 3 clusters Score -507463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -507464.187500 Penalty: 4108.612793
	Iteration 44Q: 3 clusters Score -507464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -507466.375000 Penalty: 4108.612793
	Iteration 45Q: 3 clusters Score -507466.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -507466.437500 Penalty: 4108.612793
	Iteration 46Q: 3 clusters Score -507466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -507466.031250 Penalty: 4108.612793
	Iteration 47Q: 3 clusters Score -507466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -507467.093750 Penalty: 4108.612793
	Iteration 48Q: 3 clusters Score -507467.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -507467.093750 Penalty: 4108.612793
	Iteration 49F: 3 clusters Score -507467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -78406.039062 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -78406.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76819.562500 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -76819.56 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77252.359375 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -77252.36 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -77761.062500 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -77761.06 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78166.304688 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -78166.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -78597.921875 Penalty: 3220.901855
	Iteration 4F: 3 clusters Score -78597.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -79182.085938 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -79182.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -79376.921875 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -79376.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -79557.398438 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -79557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -79707.710938 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -79707.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -79707.710938 Penalty: 3220.901855
	Iteration 9F: 3 clusters Score -79707.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50546 members 
Mstep: Class 4 contains 92221 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 100175 members 
Mstep: Class 8 contains 114074 members 
Mstep: Class 9 contains 234238 members 
Mstep: Class 10 contains 2854 members 
Mstep: Class 11 contains 25505 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3923 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18879 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 157759 members 
Mstep: Class 19 contains 36738 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
Score: -137450816.000000 Penalty: 75454.375000
Splitting cluster 17 changes total score from -137450096.000000 to -137450816.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 18 (157759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157759 members 
Entering Unmasked Estep 
Score: -21768526.000000 Penalty: 2968.268311
	Iteration 0F: 2 clusters Score -2.176853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -21665476.000000 Penalty: 5936.536621
	Iteration 0F: 3 clusters Score -2.166548e+07 nChanged 75099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -21709302.000000 Penalty: 5936.536621
	Iteration 1F: 3 clusters Score -2.17093e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 76784 members 
Entering Unmasked Estep 
Score: -21710702.000000 Penalty: 5936.536621
	Iteration 2Q: 3 clusters Score -2.17107e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -21712958.000000 Penalty: 5936.536621
	Iteration 3Q: 3 clusters Score -2.171296e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85310 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -21716352.000000 Penalty: 5936.536621
	Iteration 4Q: 3 clusters Score -2.171635e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -21721632.000000 Penalty: 5936.536621
	Iteration 5F: 3 clusters Score -2.172163e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -21728678.000000 Penalty: 5936.536621
	Iteration 6F: 3 clusters Score -2.172868e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100239 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -21737410.000000 Penalty: 5936.536621
	Iteration 7F: 3 clusters Score -2.173741e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105743 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -21746442.000000 Penalty: 5936.536621
	Iteration 8F: 3 clusters Score -2.174644e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109686 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -21752558.000000 Penalty: 5936.536621
	Iteration 9F: 3 clusters Score -2.175256e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112423 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -21754762.000000 Penalty: 5936.536621
	Iteration 10Q: 3 clusters Score -2.175476e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114673 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -21755644.000000 Penalty: 5936.536621
	Iteration 11Q: 3 clusters Score -2.175564e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116799 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -21756382.000000 Penalty: 5936.536621
	Iteration 12Q: 3 clusters Score -2.175638e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118865 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -21756954.000000 Penalty: 5936.536621
	Iteration 13Q: 3 clusters Score -2.175695e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120935 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -21757522.000000 Penalty: 5936.536621
	Iteration 14Q: 3 clusters Score -2.175752e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123062 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -21758106.000000 Penalty: 5936.536621
	Iteration 15Q: 3 clusters Score -2.175811e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125159 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -21758838.000000 Penalty: 5936.536621
	Iteration 16Q: 3 clusters Score -2.175884e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127241 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -21759512.000000 Penalty: 5936.536621
	Iteration 17Q: 3 clusters Score -2.175951e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129275 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -21759972.000000 Penalty: 5936.536621
	Iteration 18Q: 3 clusters Score -2.175997e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131355 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -21760820.000000 Penalty: 5936.536621
	Iteration 19Q: 3 clusters Score -2.176082e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133391 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -21761484.000000 Penalty: 5936.536621
	Iteration 20F: 3 clusters Score -2.176148e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135356 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -21762028.000000 Penalty: 5936.536621
	Iteration 21Q: 3 clusters Score -2.176203e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137308 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -21762468.000000 Penalty: 5936.536621
	Iteration 22Q: 3 clusters Score -2.176247e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139200 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -21763004.000000 Penalty: 5936.536621
	Iteration 23Q: 3 clusters Score -2.1763e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140935 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -21763496.000000 Penalty: 5936.536621
	Iteration 24Q: 3 clusters Score -2.17635e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142549 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -21763994.000000 Penalty: 5936.536621
	Iteration 25Q: 3 clusters Score -2.176399e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144032 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -21764458.000000 Penalty: 5936.536621
	Iteration 26Q: 3 clusters Score -2.176446e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145403 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -21764860.000000 Penalty: 5936.536621
	Iteration 27Q: 3 clusters Score -2.176486e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146654 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -21765224.000000 Penalty: 5936.536621
	Iteration 28Q: 3 clusters Score -2.176522e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147795 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -21765498.000000 Penalty: 5936.536621
	Iteration 29Q: 3 clusters Score -2.17655e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148818 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -21765716.000000 Penalty: 5936.536621
	Iteration 30Q: 3 clusters Score -2.176572e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149728 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -21765940.000000 Penalty: 5936.536621
	Iteration 31Q: 3 clusters Score -2.176594e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150546 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -21766080.000000 Penalty: 5936.536621
	Iteration 32Q: 3 clusters Score -2.176608e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151270 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -21766196.000000 Penalty: 5936.536621
	Iteration 33Q: 3 clusters Score -2.17662e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151880 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -21766242.000000 Penalty: 5936.536621
	Iteration 34Q: 3 clusters Score -2.176624e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152378 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -21766292.000000 Penalty: 5936.536621
	Iteration 35Q: 3 clusters Score -2.176629e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152824 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -21766352.000000 Penalty: 5936.536621
	Iteration 36Q: 3 clusters Score -2.176635e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153218 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -21766370.000000 Penalty: 5936.536621
	Iteration 37Q: 3 clusters Score -2.176637e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153528 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -21766480.000000 Penalty: 5936.536621
	Iteration 38Q: 3 clusters Score -2.176648e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153803 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -21766432.000000 Penalty: 5936.536621
	Iteration 39Q: 3 clusters Score -2.176643e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154016 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -21766486.000000 Penalty: 5936.536621
	Iteration 40F: 3 clusters Score -2.176649e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154209 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -21766484.000000 Penalty: 5936.536621
	Iteration 41Q: 3 clusters Score -2.176648e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154372 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -21766534.000000 Penalty: 5936.536621
	Iteration 42Q: 3 clusters Score -2.176653e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154513 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -21766516.000000 Penalty: 5936.536621
	Iteration 43Q: 3 clusters Score -2.176652e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154655 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -21766550.000000 Penalty: 5936.536621
	Iteration 44Q: 3 clusters Score -2.176655e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154785 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -21766564.000000 Penalty: 5936.536621
	Iteration 45Q: 3 clusters Score -2.176656e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154909 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -21766582.000000 Penalty: 5936.536621
	Iteration 46Q: 3 clusters Score -2.176658e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155006 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -21766550.000000 Penalty: 5936.536621
	Iteration 47Q: 3 clusters Score -2.176655e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -21766602.000000 Penalty: 5936.536621
	Iteration 48Q: 3 clusters Score -2.17666e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155162 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -21766586.000000 Penalty: 5936.536621
	Iteration 49Q: 3 clusters Score -2.176659e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -21766584.000000 Penalty: 5936.536621
	Iteration 50Q: 3 clusters Score -2.176658e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155283 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -21766596.000000 Penalty: 5936.536621
	Iteration 51Q: 3 clusters Score -2.17666e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155350 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -21766576.000000 Penalty: 5936.536621
	Iteration 52Q: 3 clusters Score -2.176658e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155407 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -21766550.000000 Penalty: 5936.536621
	Iteration 53Q: 3 clusters Score -2.176655e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155453 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -21766548.000000 Penalty: 5936.536621
	Iteration 54Q: 3 clusters Score -2.176655e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155484 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -21766550.000000 Penalty: 5936.536621
	Iteration 55Q: 3 clusters Score -2.176655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155504 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21766572.000000 Penalty: 5936.536621
	Iteration 56Q: 3 clusters Score -2.176657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155526 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -21766566.000000 Penalty: 5936.536621
	Iteration 57Q: 3 clusters Score -2.176657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155545 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -21766572.000000 Penalty: 5936.536621
	Iteration 58Q: 3 clusters Score -2.176657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155562 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -21766588.000000 Penalty: 5936.536621
	Iteration 59Q: 3 clusters Score -2.176659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -21766580.000000 Penalty: 5936.536621
	Iteration 60F: 3 clusters Score -2.176658e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -21766604.000000 Penalty: 5936.536621
	Iteration 61Q: 3 clusters Score -2.17666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155621 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -21766592.000000 Penalty: 5936.536621
	Iteration 62Q: 3 clusters Score -2.176659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155638 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -21766600.000000 Penalty: 5936.536621
	Iteration 63Q: 3 clusters Score -2.17666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155655 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -21766604.000000 Penalty: 5936.536621
	Iteration 64Q: 3 clusters Score -2.17666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155680 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -21766586.000000 Penalty: 5936.536621
	Iteration 65Q: 3 clusters Score -2.176659e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155707 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -21766610.000000 Penalty: 5936.536621
	Iteration 66Q: 3 clusters Score -2.176661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155729 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -21766620.000000 Penalty: 5936.536621
	Iteration 67Q: 3 clusters Score -2.176662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155748 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -21766614.000000 Penalty: 5936.536621
	Iteration 68Q: 3 clusters Score -2.176661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155765 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -21766630.000000 Penalty: 5936.536621
	Iteration 69Q: 3 clusters Score -2.176663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155778 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -21766644.000000 Penalty: 5936.536621
	Iteration 70Q: 3 clusters Score -2.176664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155788 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -21766638.000000 Penalty: 5936.536621
	Iteration 71Q: 3 clusters Score -2.176664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155796 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -21766630.000000 Penalty: 5936.536621
	Iteration 72Q: 3 clusters Score -2.176663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155802 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -21766636.000000 Penalty: 5936.536621
	Iteration 73Q: 3 clusters Score -2.176664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155809 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21766628.000000 Penalty: 5936.536621
	Iteration 74Q: 3 clusters Score -2.176663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155816 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21766608.000000 Penalty: 5936.536621
	Iteration 75Q: 3 clusters Score -2.176661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155825 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -21766608.000000 Penalty: 5936.536621
	Iteration 76Q: 3 clusters Score -2.176661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155830 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -21766612.000000 Penalty: 5936.536621
	Iteration 77Q: 3 clusters Score -2.176661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155836 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -21766622.000000 Penalty: 5936.536621
	Iteration 78Q: 3 clusters Score -2.176662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155840 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -21766624.000000 Penalty: 5936.536621
	Iteration 79Q: 3 clusters Score -2.176662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -21766620.000000 Penalty: 5936.536621
	Iteration 80F: 3 clusters Score -2.176662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155845 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -21766606.000000 Penalty: 5936.536621
	Iteration 81Q: 3 clusters Score -2.176661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155845 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -21766606.000000 Penalty: 5936.536621
	Iteration 82F: 3 clusters Score -2.176661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Entering Unmasked Estep 
Score: -4991831.000000 Penalty: 2606.868652
	Iteration 0F: 2 clusters Score -4991831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -4966874.000000 Penalty: 5213.737305
	Iteration 0F: 3 clusters Score -4966874 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4976070.500000 Penalty: 5213.737305
	Iteration 1F: 3 clusters Score -4976070 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4976647.000000 Penalty: 5213.737305
	Iteration 2Q: 3 clusters Score -4976647 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -4977158.500000 Penalty: 5213.737305
	Iteration 3Q: 3 clusters Score -4977158 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4977688.500000 Penalty: 5213.737305
	Iteration 4Q: 3 clusters Score -4977688 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4978253.500000 Penalty: 5213.737305
	Iteration 5Q: 3 clusters Score -4978254 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4978838.500000 Penalty: 5213.737305
	Iteration 6Q: 3 clusters Score -4978838 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -4979391.500000 Penalty: 5213.737305
	Iteration 7Q: 3 clusters Score -4979392 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -4980009.000000 Penalty: 5213.737305
	Iteration 8Q: 3 clusters Score -4980009 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -4980576.500000 Penalty: 5213.737305
	Iteration 9Q: 3 clusters Score -4980576 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -4981171.000000 Penalty: 5213.737305
	Iteration 10Q: 3 clusters Score -4981171 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -4981806.000000 Penalty: 5213.737305
	Iteration 11Q: 3 clusters Score -4981806 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -4982487.500000 Penalty: 5213.737305
	Iteration 12Q: 3 clusters Score -4982488 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -4983216.500000 Penalty: 5213.737305
	Iteration 13Q: 3 clusters Score -4983216 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4984036.500000 Penalty: 5213.737305
	Iteration 14Q: 3 clusters Score -4984036 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -4984853.500000 Penalty: 5213.737305
	Iteration 15Q: 3 clusters Score -4984854 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -4985705.500000 Penalty: 5213.737305
	Iteration 16Q: 3 clusters Score -4985706 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -4986379.500000 Penalty: 5213.737305
	Iteration 17Q: 3 clusters Score -4986380 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -4986840.000000 Penalty: 5213.737305
	Iteration 18Q: 3 clusters Score -4986840 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4987185.500000 Penalty: 5213.737305
	Iteration 19Q: 3 clusters Score -4987186 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -4987510.000000 Penalty: 5213.737305
	Iteration 20F: 3 clusters Score -4987510 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -4987795.500000 Penalty: 5213.737305
	Iteration 21Q: 3 clusters Score -4987796 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -4988037.000000 Penalty: 5213.737305
	Iteration 22Q: 3 clusters Score -4988037 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -4988277.500000 Penalty: 5213.737305
	Iteration 23Q: 3 clusters Score -4988278 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4988481.000000 Penalty: 5213.737305
	Iteration 24Q: 3 clusters Score -4988481 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4988658.000000 Penalty: 5213.737305
	Iteration 25Q: 3 clusters Score -4988658 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -4988812.000000 Penalty: 5213.737305
	Iteration 26Q: 3 clusters Score -4988812 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4988933.500000 Penalty: 5213.737305
	Iteration 27Q: 3 clusters Score -4988934 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4989035.500000 Penalty: 5213.737305
	Iteration 28Q: 3 clusters Score -4989036 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -4989178.500000 Penalty: 5213.737305
	Iteration 29Q: 3 clusters Score -4989178 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4989282.000000 Penalty: 5213.737305
	Iteration 30Q: 3 clusters Score -4989282 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -4989394.000000 Penalty: 5213.737305
	Iteration 31Q: 3 clusters Score -4989394 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4989465.000000 Penalty: 5213.737305
	Iteration 32Q: 3 clusters Score -4989465 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4989531.500000 Penalty: 5213.737305
	Iteration 33Q: 3 clusters Score -4989532 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -4989587.000000 Penalty: 5213.737305
	Iteration 34Q: 3 clusters Score -4989587 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4989630.500000 Penalty: 5213.737305
	Iteration 35Q: 3 clusters Score -4989630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -4989675.000000 Penalty: 5213.737305
	Iteration 36Q: 3 clusters Score -4989675 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -4989693.000000 Penalty: 5213.737305
	Iteration 37Q: 3 clusters Score -4989693 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4989715.500000 Penalty: 5213.737305
	Iteration 38Q: 3 clusters Score -4989716 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4989737.000000 Penalty: 5213.737305
	Iteration 39Q: 3 clusters Score -4989737 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4989764.500000 Penalty: 5213.737305
	Iteration 40F: 3 clusters Score -4989764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4989772.500000 Penalty: 5213.737305
	Iteration 41Q: 3 clusters Score -4989772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -4989785.500000 Penalty: 5213.737305
	Iteration 42Q: 3 clusters Score -4989786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -4989789.000000 Penalty: 5213.737305
	Iteration 43Q: 3 clusters Score -4989789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4989799.500000 Penalty: 5213.737305
	Iteration 44Q: 3 clusters Score -4989800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4989803.500000 Penalty: 5213.737305
	Iteration 45Q: 3 clusters Score -4989804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -4989806.500000 Penalty: 5213.737305
	Iteration 46Q: 3 clusters Score -4989806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -4989808.500000 Penalty: 5213.737305
	Iteration 47Q: 3 clusters Score -4989808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -4989805.500000 Penalty: 5213.737305
	Iteration 48Q: 3 clusters Score -4989806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -4989807.500000 Penalty: 5213.737305
	Iteration 49Q: 3 clusters Score -4989808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -4989810.500000 Penalty: 5213.737305
	Iteration 50Q: 3 clusters Score -4989810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -4989811.000000 Penalty: 5213.737305
	Iteration 51Q: 3 clusters Score -4989811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -4989805.000000 Penalty: 5213.737305
	Iteration 52Q: 3 clusters Score -4989805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -4989808.000000 Penalty: 5213.737305
	Iteration 53Q: 3 clusters Score -4989808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4989808.500000 Penalty: 5213.737305
	Iteration 54Q: 3 clusters Score -4989808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -4989807.000000 Penalty: 5213.737305
	Iteration 55Q: 3 clusters Score -4989807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4989814.500000 Penalty: 5213.737305
	Iteration 56Q: 3 clusters Score -4989814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -4989813.000000 Penalty: 5213.737305
	Iteration 57Q: 3 clusters Score -4989813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4989809.000000 Penalty: 5213.737305
	Iteration 58Q: 3 clusters Score -4989809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4989809.000000 Penalty: 5213.737305
	Iteration 59F: 3 clusters Score -4989809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50546 members 
Mstep: Class 4 contains 92221 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 100175 members 
Mstep: Class 8 contains 114074 members 
Mstep: Class 9 contains 234238 members 
Mstep: Class 10 contains 2854 members 
Mstep: Class 11 contains 25505 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3923 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18879 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 157759 members 
Mstep: Class 19 contains 36738 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 23 clusters Score -1.374508e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50531 members 
Mstep: Class 4 contains 92256 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 100540 members 
Mstep: Class 8 contains 113932 members 
Mstep: Class 9 contains 234194 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 25506 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3927 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18872 members 
Mstep: Class 16 contains 3957 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 157603 members 
Mstep: Class 19 contains 36714 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451008.000000 Penalty: 75454.375000
Iteration 80F: 23 clusters Score -1.37451e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50506 members 
Mstep: Class 4 contains 92303 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 100856 members 
Mstep: Class 8 contains 113807 members 
Mstep: Class 9 contains 234160 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 25512 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3928 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18864 members 
Mstep: Class 16 contains 3956 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 157472 members 
Mstep: Class 19 contains 36690 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 23 clusters Score -1.374512e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166630 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50485 members 
Mstep: Class 4 contains 92346 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 101136 members 
Mstep: Class 8 contains 113700 members 
Mstep: Class 9 contains 234139 members 
Mstep: Class 10 contains 2870 members 
Mstep: Class 11 contains 25514 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3929 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18865 members 
Mstep: Class 16 contains 3953 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 157330 members 
Mstep: Class 19 contains 36677 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451392.000000 Penalty: 75454.375000
Iteration 82Q: 23 clusters Score -1.374514e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166604 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50457 members 
Mstep: Class 4 contains 92367 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 101427 members 
Mstep: Class 8 contains 113595 members 
Mstep: Class 9 contains 234151 members 
Mstep: Class 10 contains 2872 members 
Mstep: Class 11 contains 25513 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3931 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18847 members 
Mstep: Class 16 contains 3951 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 157207 members 
Mstep: Class 19 contains 36652 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451360.000000 Penalty: 75454.375000
Iteration 83Q: 23 clusters Score -1.374514e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50430 members 
Mstep: Class 4 contains 92399 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 101726 members 
Mstep: Class 8 contains 113490 members 
Mstep: Class 9 contains 234151 members 
Mstep: Class 10 contains 2873 members 
Mstep: Class 11 contains 25513 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3930 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18847 members 
Mstep: Class 16 contains 3949 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 157059 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451408.000000 Penalty: 75454.375000
Iteration 84Q: 23 clusters Score -1.374514e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50397 members 
Mstep: Class 4 contains 92423 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 102023 members 
Mstep: Class 8 contains 113381 members 
Mstep: Class 9 contains 234165 members 
Mstep: Class 10 contains 2875 members 
Mstep: Class 11 contains 25506 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18847 members 
Mstep: Class 16 contains 3948 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 156915 members 
Mstep: Class 19 contains 36608 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451664.000000 Penalty: 75454.375000
Iteration 85Q: 23 clusters Score -1.374517e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166539 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50374 members 
Mstep: Class 4 contains 92440 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 102308 members 
Mstep: Class 8 contains 113286 members 
Mstep: Class 9 contains 234161 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 25510 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18843 members 
Mstep: Class 16 contains 3944 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 156775 members 
Mstep: Class 19 contains 36580 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451600.000000 Penalty: 75454.375000
Iteration 86Q: 23 clusters Score -1.374516e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166499 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50362 members 
Mstep: Class 4 contains 92464 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 102568 members 
Mstep: Class 8 contains 113210 members 
Mstep: Class 9 contains 234150 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 25504 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18845 members 
Mstep: Class 16 contains 3942 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 156655 members 
Mstep: Class 19 contains 36560 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451616.000000 Penalty: 75454.375000
Iteration 87Q: 23 clusters Score -1.374516e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166485 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50348 members 
Mstep: Class 4 contains 92507 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 102818 members 
Mstep: Class 8 contains 113123 members 
Mstep: Class 9 contains 234158 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 25494 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18845 members 
Mstep: Class 16 contains 3941 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 156502 members 
Mstep: Class 19 contains 36538 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451712.000000 Penalty: 75454.375000
Iteration 88Q: 23 clusters Score -1.374517e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166437 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50332 members 
Mstep: Class 4 contains 92536 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 103073 members 
Mstep: Class 8 contains 113024 members 
Mstep: Class 9 contains 234175 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 25483 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18843 members 
Mstep: Class 16 contains 3938 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 156392 members 
Mstep: Class 19 contains 36526 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451792.000000 Penalty: 75454.375000
Iteration 89Q: 23 clusters Score -1.374518e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166360 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50318 members 
Mstep: Class 4 contains 92570 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 103326 members 
Mstep: Class 8 contains 112957 members 
Mstep: Class 9 contains 234184 members 
Mstep: Class 10 contains 2880 members 
Mstep: Class 11 contains 25464 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3938 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18840 members 
Mstep: Class 16 contains 3939 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 156290 members 
Mstep: Class 19 contains 36509 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452048.000000 Penalty: 75454.375000
Iteration 90Q: 23 clusters Score -1.37452e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166288 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50299 members 
Mstep: Class 4 contains 92580 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 103575 members 
Mstep: Class 8 contains 112904 members 
Mstep: Class 9 contains 234212 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 25447 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18842 members 
Mstep: Class 16 contains 3940 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 156173 members 
Mstep: Class 19 contains 36497 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451968.000000 Penalty: 75454.375000
Iteration 91Q: 23 clusters Score -1.37452e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166172 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50279 members 
Mstep: Class 4 contains 92605 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 103827 members 
Mstep: Class 8 contains 112842 members 
Mstep: Class 9 contains 234244 members 
Mstep: Class 10 contains 2882 members 
Mstep: Class 11 contains 25443 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18844 members 
Mstep: Class 16 contains 3937 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 156072 members 
Mstep: Class 19 contains 36489 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452144.000000 Penalty: 75454.375000
Iteration 92Q: 23 clusters Score -1.374521e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166043 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50260 members 
Mstep: Class 4 contains 92625 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 104061 members 
Mstep: Class 8 contains 112789 members 
Mstep: Class 9 contains 234274 members 
Mstep: Class 10 contains 2883 members 
Mstep: Class 11 contains 25439 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18850 members 
Mstep: Class 16 contains 3935 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155988 members 
Mstep: Class 19 contains 36488 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452400.000000 Penalty: 75454.375000
Iteration 93Q: 23 clusters Score -1.374524e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165964 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50242 members 
Mstep: Class 4 contains 92637 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 104254 members 
Mstep: Class 8 contains 112724 members 
Mstep: Class 9 contains 234278 members 
Mstep: Class 10 contains 2884 members 
Mstep: Class 11 contains 25441 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18852 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155941 members 
Mstep: Class 19 contains 36482 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452432.000000 Penalty: 75454.375000
Iteration 94Q: 23 clusters Score -1.374524e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165898 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50229 members 
Mstep: Class 4 contains 92636 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 104444 members 
Mstep: Class 8 contains 112687 members 
Mstep: Class 9 contains 234271 members 
Mstep: Class 10 contains 2884 members 
Mstep: Class 11 contains 25447 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18853 members 
Mstep: Class 16 contains 3937 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155881 members 
Mstep: Class 19 contains 36470 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452608.000000 Penalty: 75454.375000
Iteration 95Q: 23 clusters Score -1.374526e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165836 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50208 members 
Mstep: Class 4 contains 92637 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 104662 members 
Mstep: Class 8 contains 112651 members 
Mstep: Class 9 contains 234251 members 
Mstep: Class 10 contains 2884 members 
Mstep: Class 11 contains 25454 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18851 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155803 members 
Mstep: Class 19 contains 36465 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452672.000000 Penalty: 75454.375000
Iteration 96Q: 23 clusters Score -1.374527e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165743 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50196 members 
Mstep: Class 4 contains 92645 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 104916 members 
Mstep: Class 8 contains 112602 members 
Mstep: Class 9 contains 234202 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25453 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3946 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18844 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155757 members 
Mstep: Class 19 contains 36454 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452880.000000 Penalty: 75454.375000
Iteration 97Q: 23 clusters Score -1.374529e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165677 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50175 members 
Mstep: Class 4 contains 92651 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 105192 members 
Mstep: Class 8 contains 112539 members 
Mstep: Class 9 contains 234132 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25452 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18839 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155711 members 
Mstep: Class 19 contains 36441 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452864.000000 Penalty: 75454.375000
Iteration 98Q: 23 clusters Score -1.374529e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165620 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50168 members 
Mstep: Class 4 contains 92655 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 105469 members 
Mstep: Class 8 contains 112453 members 
Mstep: Class 9 contains 234084 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25449 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18839 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155651 members 
Mstep: Class 19 contains 36420 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452864.000000 Penalty: 75454.375000
Iteration 99Q: 23 clusters Score -1.374529e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165551 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50162 members 
Mstep: Class 4 contains 92652 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 105729 members 
Mstep: Class 8 contains 112371 members 
Mstep: Class 9 contains 234056 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25447 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3951 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18838 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155581 members 
Mstep: Class 19 contains 36420 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452832.000000 Penalty: 75454.375000
Iteration 100F: 23 clusters Score -1.374528e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165510 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50156 members 
Mstep: Class 4 contains 92650 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 105982 members 
Mstep: Class 8 contains 112306 members 
Mstep: Class 9 contains 234013 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25454 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3951 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18826 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155499 members 
Mstep: Class 19 contains 36410 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453056.000000 Penalty: 75454.375000
Iteration 101Q: 23 clusters Score -1.374531e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165482 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50155 members 
Mstep: Class 4 contains 92656 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 106228 members 
Mstep: Class 8 contains 112259 members 
Mstep: Class 9 contains 233953 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25447 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3952 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18812 members 
Mstep: Class 16 contains 3935 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155412 members 
Mstep: Class 19 contains 36400 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453024.000000 Penalty: 75454.375000
Iteration 102Q: 23 clusters Score -1.37453e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165453 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50146 members 
Mstep: Class 4 contains 92646 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 106435 members 
Mstep: Class 8 contains 112213 members 
Mstep: Class 9 contains 233925 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25445 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3953 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18811 members 
Mstep: Class 16 contains 3935 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155342 members 
Mstep: Class 19 contains 36387 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453168.000000 Penalty: 75454.375000
Iteration 103Q: 23 clusters Score -1.374532e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165392 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50143 members 
Mstep: Class 4 contains 92643 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 106676 members 
Mstep: Class 8 contains 112164 members 
Mstep: Class 9 contains 233883 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25434 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3952 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18806 members 
Mstep: Class 16 contains 3935 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155283 members 
Mstep: Class 19 contains 36380 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453216.000000 Penalty: 75454.375000
Iteration 104Q: 23 clusters Score -1.374532e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165364 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50135 members 
Mstep: Class 4 contains 92647 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 106877 members 
Mstep: Class 8 contains 112124 members 
Mstep: Class 9 contains 233857 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25436 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3953 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18798 members 
Mstep: Class 16 contains 3935 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155197 members 
Mstep: Class 19 contains 36368 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453296.000000 Penalty: 75454.375000
Iteration 105Q: 23 clusters Score -1.374533e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165325 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50125 members 
Mstep: Class 4 contains 92642 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 107067 members 
Mstep: Class 8 contains 112090 members 
Mstep: Class 9 contains 233838 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25436 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3954 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18796 members 
Mstep: Class 16 contains 3935 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155122 members 
Mstep: Class 19 contains 36361 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453328.000000 Penalty: 75454.375000
Iteration 106Q: 23 clusters Score -1.374533e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165315 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50123 members 
Mstep: Class 4 contains 92625 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 107248 members 
Mstep: Class 8 contains 112062 members 
Mstep: Class 9 contains 233805 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25432 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18807 members 
Mstep: Class 16 contains 3935 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 155032 members 
Mstep: Class 19 contains 36352 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453296.000000 Penalty: 75454.375000
Iteration 107Q: 23 clusters Score -1.374533e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165331 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50122 members 
Mstep: Class 4 contains 92611 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 107434 members 
Mstep: Class 8 contains 112037 members 
Mstep: Class 9 contains 233779 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25424 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18803 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 154916 members 
Mstep: Class 19 contains 36346 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453232.000000 Penalty: 75454.375000
Iteration 108Q: 23 clusters Score -1.374532e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165350 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50119 members 
Mstep: Class 4 contains 92616 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 107597 members 
Mstep: Class 8 contains 112000 members 
Mstep: Class 9 contains 233744 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25420 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18803 members 
Mstep: Class 16 contains 3930 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 154810 members 
Mstep: Class 19 contains 36347 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453184.000000 Penalty: 75454.375000
Iteration 109Q: 23 clusters Score -1.374532e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165387 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50113 members 
Mstep: Class 4 contains 92608 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 107748 members 
Mstep: Class 8 contains 111965 members 
Mstep: Class 9 contains 233704 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25417 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3957 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18810 members 
Mstep: Class 16 contains 3927 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 154712 members 
Mstep: Class 19 contains 36344 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452928.000000 Penalty: 75454.375000
Iteration 110Q: 23 clusters Score -1.374529e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165410 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50105 members 
Mstep: Class 4 contains 92602 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 107890 members 
Mstep: Class 8 contains 111930 members 
Mstep: Class 9 contains 233672 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25412 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18807 members 
Mstep: Class 16 contains 3927 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 154643 members 
Mstep: Class 19 contains 36336 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452944.000000 Penalty: 75454.375000
Iteration 111Q: 23 clusters Score -1.374529e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165424 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50097 members 
Mstep: Class 4 contains 92605 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 108034 members 
Mstep: Class 8 contains 111901 members 
Mstep: Class 9 contains 233643 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25415 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3959 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18802 members 
Mstep: Class 16 contains 3924 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 154555 members 
Mstep: Class 19 contains 36333 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452880.000000 Penalty: 75454.375000
Iteration 112Q: 23 clusters Score -1.374529e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165456 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50089 members 
Mstep: Class 4 contains 92600 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 108183 members 
Mstep: Class 8 contains 111877 members 
Mstep: Class 9 contains 233615 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 25413 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3959 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18794 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 154453 members 
Mstep: Class 19 contains 36331 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452880.000000 Penalty: 75454.375000
Iteration 113Q: 23 clusters Score -1.374529e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165470 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50082 members 
Mstep: Class 4 contains 92600 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 108358 members 
Mstep: Class 8 contains 111849 members 
Mstep: Class 9 contains 233574 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25410 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3960 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18792 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 154347 members 
Mstep: Class 19 contains 36327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452864.000000 Penalty: 75454.375000
Iteration 114Q: 23 clusters Score -1.374529e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165458 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50086 members 
Mstep: Class 4 contains 92593 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 108550 members 
Mstep: Class 8 contains 111829 members 
Mstep: Class 9 contains 233536 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25412 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18799 members 
Mstep: Class 16 contains 3922 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 154219 members 
Mstep: Class 19 contains 36326 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452992.000000 Penalty: 75454.375000
Iteration 115Q: 23 clusters Score -1.37453e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165441 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50083 members 
Mstep: Class 4 contains 92586 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 108740 members 
Mstep: Class 8 contains 111808 members 
Mstep: Class 9 contains 233511 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25416 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18793 members 
Mstep: Class 16 contains 3920 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 154107 members 
Mstep: Class 19 contains 36324 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452976.000000 Penalty: 75454.375000
Iteration 116Q: 23 clusters Score -1.37453e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165405 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50084 members 
Mstep: Class 4 contains 92577 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 108950 members 
Mstep: Class 8 contains 111784 members 
Mstep: Class 9 contains 233480 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25417 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18795 members 
Mstep: Class 16 contains 3918 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153993 members 
Mstep: Class 19 contains 36326 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453024.000000 Penalty: 75454.375000
Iteration 117Q: 23 clusters Score -1.37453e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165387 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 50079 members 
Mstep: Class 4 contains 92569 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 109136 members 
Mstep: Class 8 contains 111751 members 
Mstep: Class 9 contains 233456 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25422 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3963 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18798 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153901 members 
Mstep: Class 19 contains 36312 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453088.000000 Penalty: 75454.375000
Iteration 118Q: 23 clusters Score -1.374531e+08 nChanged 548
Entering ConstructFrom: 
Score: -137453088.000000 Penalty: 75454.375000
Entering ConstructFrom: 
Trying to split cluster 1 (165360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165360 members 
Entering Unmasked Estep 
Score: -22813662.000000 Penalty: 2979.938477
	Iteration 0F: 2 clusters Score -2.281366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -22706424.000000 Penalty: 5959.876953
	Iteration 0F: 3 clusters Score -2.270642e+07 nChanged 79326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
Score: -22752318.000000 Penalty: 5959.876953
	Iteration 1F: 3 clusters Score -2.275232e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -22753802.000000 Penalty: 5959.876953
	Iteration 2Q: 3 clusters Score -2.27538e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 91404 members 
Entering Unmasked Estep 
Score: -22755936.000000 Penalty: 5959.876953
	Iteration 3Q: 3 clusters Score -2.275594e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 96420 members 
Entering Unmasked Estep 
Score: -22759096.000000 Penalty: 5959.876953
	Iteration 4Q: 3 clusters Score -2.27591e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -22764870.000000 Penalty: 5959.876953
	Iteration 5F: 3 clusters Score -2.276487e+07 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 114635 members 
Entering Unmasked Estep 
Score: -22774140.000000 Penalty: 5959.876953
	Iteration 6F: 3 clusters Score -2.277414e+07 nChanged 13854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 127067 members 
Entering Unmasked Estep 
Score: -22786372.000000 Penalty: 5959.876953
	Iteration 7F: 3 clusters Score -2.278637e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 137801 members 
Entering Unmasked Estep 
Score: -22798030.000000 Penalty: 5959.876953
	Iteration 8F: 3 clusters Score -2.279803e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 144723 members 
Entering Unmasked Estep 
Score: -22805336.000000 Penalty: 5959.876953
	Iteration 9Q: 3 clusters Score -2.280534e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 148570 members 
Entering Unmasked Estep 
Score: -22808496.000000 Penalty: 5959.876953
	Iteration 10Q: 3 clusters Score -2.28085e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 151159 members 
Entering Unmasked Estep 
Score: -22809970.000000 Penalty: 5959.876953
	Iteration 11Q: 3 clusters Score -2.280997e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 153243 members 
Entering Unmasked Estep 
Score: -22810796.000000 Penalty: 5959.876953
	Iteration 12Q: 3 clusters Score -2.28108e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
Score: -22811248.000000 Penalty: 5959.876953
	Iteration 13Q: 3 clusters Score -2.281125e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 156308 members 
Entering Unmasked Estep 
Score: -22811552.000000 Penalty: 5959.876953
	Iteration 14Q: 3 clusters Score -2.281155e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 157537 members 
Entering Unmasked Estep 
Score: -22811870.000000 Penalty: 5959.876953
	Iteration 15Q: 3 clusters Score -2.281187e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 158542 members 
Entering Unmasked Estep 
Score: -22812076.000000 Penalty: 5959.876953
	Iteration 16Q: 3 clusters Score -2.281208e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 159425 members 
Entering Unmasked Estep 
Score: -22812180.000000 Penalty: 5959.876953
	Iteration 17Q: 3 clusters Score -2.281218e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 160181 members 
Entering Unmasked Estep 
Score: -22812314.000000 Penalty: 5959.876953
	Iteration 18Q: 3 clusters Score -2.281231e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 160790 members 
Entering Unmasked Estep 
Score: -22812270.000000 Penalty: 5959.876953
	Iteration 19Q: 3 clusters Score -2.281227e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 161290 members 
Entering Unmasked Estep 
Score: -22812210.000000 Penalty: 5959.876953
	Iteration 20F: 3 clusters Score -2.281221e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -22812188.000000 Penalty: 5959.876953
	Iteration 21Q: 3 clusters Score -2.281219e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 162001 members 
Entering Unmasked Estep 
Score: -22812154.000000 Penalty: 5959.876953
	Iteration 22Q: 3 clusters Score -2.281215e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 162256 members 
Entering Unmasked Estep 
Score: -22812142.000000 Penalty: 5959.876953
	Iteration 23Q: 3 clusters Score -2.281214e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 162458 members 
Entering Unmasked Estep 
Score: -22812122.000000 Penalty: 5959.876953
	Iteration 24Q: 3 clusters Score -2.281212e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 162614 members 
Entering Unmasked Estep 
Score: -22812130.000000 Penalty: 5959.876953
	Iteration 25Q: 3 clusters Score -2.281213e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 162744 members 
Entering Unmasked Estep 
Score: -22812102.000000 Penalty: 5959.876953
	Iteration 26Q: 3 clusters Score -2.28121e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 162867 members 
Entering Unmasked Estep 
Score: -22812102.000000 Penalty: 5959.876953
	Iteration 27Q: 3 clusters Score -2.28121e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 162972 members 
Entering Unmasked Estep 
Score: -22812092.000000 Penalty: 5959.876953
	Iteration 28Q: 3 clusters Score -2.281209e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 163078 members 
Entering Unmasked Estep 
Score: -22812032.000000 Penalty: 5959.876953
	Iteration 29Q: 3 clusters Score -2.281203e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 163171 members 
Entering Unmasked Estep 
Score: -22812008.000000 Penalty: 5959.876953
	Iteration 30Q: 3 clusters Score -2.281201e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 163237 members 
Entering Unmasked Estep 
Score: -22811984.000000 Penalty: 5959.876953
	Iteration 31Q: 3 clusters Score -2.281198e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -22811934.000000 Penalty: 5959.876953
	Iteration 32Q: 3 clusters Score -2.281193e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 163346 members 
Entering Unmasked Estep 
Score: -22811950.000000 Penalty: 5959.876953
	Iteration 33Q: 3 clusters Score -2.281195e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -22811972.000000 Penalty: 5959.876953
	Iteration 34Q: 3 clusters Score -2.281197e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 163428 members 
Entering Unmasked Estep 
Score: -22811922.000000 Penalty: 5959.876953
	Iteration 35Q: 3 clusters Score -2.281192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 163461 members 
Entering Unmasked Estep 
Score: -22811962.000000 Penalty: 5959.876953
	Iteration 36Q: 3 clusters Score -2.281196e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 163494 members 
Entering Unmasked Estep 
Score: -22811916.000000 Penalty: 5959.876953
	Iteration 37Q: 3 clusters Score -2.281192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 163518 members 
Entering Unmasked Estep 
Score: -22811922.000000 Penalty: 5959.876953
	Iteration 38Q: 3 clusters Score -2.281192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 163533 members 
Entering Unmasked Estep 
Score: -22811922.000000 Penalty: 5959.876953
	Iteration 39Q: 3 clusters Score -2.281192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 163544 members 
Entering Unmasked Estep 
Score: -22811918.000000 Penalty: 5959.876953
	Iteration 40F: 3 clusters Score -2.281192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 163560 members 
Entering Unmasked Estep 
Score: -22811932.000000 Penalty: 5959.876953
	Iteration 41Q: 3 clusters Score -2.281193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 163572 members 
Entering Unmasked Estep 
Score: -22811924.000000 Penalty: 5959.876953
	Iteration 42Q: 3 clusters Score -2.281192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 163579 members 
Entering Unmasked Estep 
Score: -22811942.000000 Penalty: 5959.876953
	Iteration 43Q: 3 clusters Score -2.281194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 163585 members 
Entering Unmasked Estep 
Score: -22811934.000000 Penalty: 5959.876953
	Iteration 44Q: 3 clusters Score -2.281193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 163589 members 
Entering Unmasked Estep 
Score: -22811944.000000 Penalty: 5959.876953
	Iteration 45Q: 3 clusters Score -2.281194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 163592 members 
Entering Unmasked Estep 
Score: -22811956.000000 Penalty: 5959.876953
	Iteration 46Q: 3 clusters Score -2.281196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 163599 members 
Entering Unmasked Estep 
Score: -22811956.000000 Penalty: 5959.876953
	Iteration 47Q: 3 clusters Score -2.281196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 163602 members 
Entering Unmasked Estep 
Score: -22811954.000000 Penalty: 5959.876953
	Iteration 48Q: 3 clusters Score -2.281195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 163605 members 
Entering Unmasked Estep 
Score: -22811964.000000 Penalty: 5959.876953
	Iteration 49Q: 3 clusters Score -2.281196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 163613 members 
Entering Unmasked Estep 
Score: -22811972.000000 Penalty: 5959.876953
	Iteration 50Q: 3 clusters Score -2.281197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 163618 members 
Entering Unmasked Estep 
Score: -22811948.000000 Penalty: 5959.876953
	Iteration 51Q: 3 clusters Score -2.281195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 163621 members 
Entering Unmasked Estep 
Score: -22811980.000000 Penalty: 5959.876953
	Iteration 52Q: 3 clusters Score -2.281198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 163627 members 
Entering Unmasked Estep 
Score: -22811988.000000 Penalty: 5959.876953
	Iteration 53Q: 3 clusters Score -2.281199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 163633 members 
Entering Unmasked Estep 
Score: -22811964.000000 Penalty: 5959.876953
	Iteration 54Q: 3 clusters Score -2.281196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 163641 members 
Entering Unmasked Estep 
Score: -22811960.000000 Penalty: 5959.876953
	Iteration 55Q: 3 clusters Score -2.281196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -22811984.000000 Penalty: 5959.876953
	Iteration 56Q: 3 clusters Score -2.281198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 163654 members 
Entering Unmasked Estep 
Score: -22811976.000000 Penalty: 5959.876953
	Iteration 57Q: 3 clusters Score -2.281198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 163660 members 
Entering Unmasked Estep 
Score: -22811972.000000 Penalty: 5959.876953
	Iteration 58Q: 3 clusters Score -2.281197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 163668 members 
Entering Unmasked Estep 
Score: -22811982.000000 Penalty: 5959.876953
	Iteration 59Q: 3 clusters Score -2.281198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 163677 members 
Entering Unmasked Estep 
Score: -22812000.000000 Penalty: 5959.876953
	Iteration 60F: 3 clusters Score -2.2812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 163690 members 
Entering Unmasked Estep 
Score: -22811990.000000 Penalty: 5959.876953
	Iteration 61Q: 3 clusters Score -2.281199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 163700 members 
Entering Unmasked Estep 
Score: -22811988.000000 Penalty: 5959.876953
	Iteration 62Q: 3 clusters Score -2.281199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 163709 members 
Entering Unmasked Estep 
Score: -22811976.000000 Penalty: 5959.876953
	Iteration 63Q: 3 clusters Score -2.281198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 163719 members 
Entering Unmasked Estep 
Score: -22811992.000000 Penalty: 5959.876953
	Iteration 64Q: 3 clusters Score -2.281199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 163725 members 
Entering Unmasked Estep 
Score: -22811988.000000 Penalty: 5959.876953
	Iteration 65Q: 3 clusters Score -2.281199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 163728 members 
Entering Unmasked Estep 
Score: -22812006.000000 Penalty: 5959.876953
	Iteration 66Q: 3 clusters Score -2.281201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 163729 members 
Entering Unmasked Estep 
Score: -22812004.000000 Penalty: 5959.876953
	Iteration 67Q: 3 clusters Score -2.2812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 163730 members 
Entering Unmasked Estep 
Score: -22812004.000000 Penalty: 5959.876953
	Iteration 68Q: 3 clusters Score -2.2812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 163730 members 
Entering Unmasked Estep 
Score: -22812004.000000 Penalty: 5959.876953
	Iteration 69F: 3 clusters Score -2.2812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -187826.140625 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -187826.1 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 737 members 
Entering Unmasked Estep 
Score: -185583.062500 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -185583.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -186238.656250 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -186238.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -186753.828125 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -186753.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -187197.890625 Penalty: 3614.969238
	Iteration 3F: 3 clusters Score -187197.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -187529.109375 Penalty: 3614.969238
	Iteration 4F: 3 clusters Score -187529.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -187804.859375 Penalty: 3614.969238
	Iteration 5F: 3 clusters Score -187804.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -187918.234375 Penalty: 3614.969238
	Iteration 6Q: 3 clusters Score -187918.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -187974.640625 Penalty: 3614.969238
	Iteration 7Q: 3 clusters Score -187974.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -188006.609375 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -188006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -188028.359375 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -188028.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -188041.421875 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -188041.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -188059.296875 Penalty: 3614.969238
	Iteration 11Q: 3 clusters Score -188059.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -188073.421875 Penalty: 3614.969238
	Iteration 12Q: 3 clusters Score -188073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -188082.546875 Penalty: 3614.969238
	Iteration 13Q: 3 clusters Score -188082.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -188087.671875 Penalty: 3614.969238
	Iteration 14Q: 3 clusters Score -188087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -188095.125000 Penalty: 3614.969238
	Iteration 15Q: 3 clusters Score -188095.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -188107.578125 Penalty: 3614.969238
	Iteration 16Q: 3 clusters Score -188107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -188111.453125 Penalty: 3614.969238
	Iteration 17Q: 3 clusters Score -188111.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -188114.390625 Penalty: 3614.969238
	Iteration 18Q: 3 clusters Score -188114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -188116.593750 Penalty: 3614.969238
	Iteration 19Q: 3 clusters Score -188116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -188122.671875 Penalty: 3614.969238
	Iteration 20F: 3 clusters Score -188122.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -188134.578125 Penalty: 3614.969238
	Iteration 21Q: 3 clusters Score -188134.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -188169.046875 Penalty: 3614.969238
	Iteration 22Q: 3 clusters Score -188169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -188229.578125 Penalty: 3614.969238
	Iteration 23Q: 3 clusters Score -188229.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -188289.218750 Penalty: 3614.969238
	Iteration 24Q: 3 clusters Score -188289.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -188362.015625 Penalty: 3614.969238
	Iteration 25Q: 3 clusters Score -188362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -188415.781250 Penalty: 3614.969238
	Iteration 26Q: 3 clusters Score -188415.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -188488.484375 Penalty: 3614.969238
	Iteration 27Q: 3 clusters Score -188488.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -188568.656250 Penalty: 3614.969238
	Iteration 28Q: 3 clusters Score -188568.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -188626.187500 Penalty: 3614.969238
	Iteration 29Q: 3 clusters Score -188626.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -188676.890625 Penalty: 3614.969238
	Iteration 30Q: 3 clusters Score -188676.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -188743.515625 Penalty: 3614.969238
	Iteration 31Q: 3 clusters Score -188743.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -188802.015625 Penalty: 3614.969238
	Iteration 32Q: 3 clusters Score -188802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -188859.546875 Penalty: 3614.969238
	Iteration 33Q: 3 clusters Score -188859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -188927.968750 Penalty: 3614.969238
	Iteration 34Q: 3 clusters Score -188928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -189136.328125 Penalty: 3614.969238
	Iteration 35Q: 3 clusters Score -189136.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -189660.421875 Penalty: 3614.969238
	Iteration 36Q: 3 clusters Score -189660.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -190171.421875 Penalty: 3614.969238
	Iteration 37Q: 3 clusters Score -190171.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -190179.765625 Penalty: 3614.969238
	Iteration 38F: 3 clusters Score -190179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -190222.687500 Penalty: 3614.969238
	Iteration 39Q: 3 clusters Score -190222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -190226.984375 Penalty: 3614.969238
	Iteration 40F: 3 clusters Score -190227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -190231.468750 Penalty: 3614.969238
	Iteration 41Q: 3 clusters Score -190231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -190231.468750 Penalty: 3614.969238
	Iteration 42F: 3 clusters Score -190231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165360 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50075 members 
Mstep: Class 4 contains 92583 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 109334 members 
Mstep: Class 8 contains 111710 members 
Mstep: Class 9 contains 233424 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25427 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3966 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18789 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153802 members 
Mstep: Class 19 contains 36305 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
Score: -137453808.000000 Penalty: 78884.125000
Splitting cluster 2 changes total score from -137453088.000000 to -137453808.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (50075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Entering Unmasked Estep 
Score: -6733830.500000 Penalty: 2683.676758
	Iteration 0F: 2 clusters Score -6733830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -6700220.000000 Penalty: 5367.353516
	Iteration 0F: 3 clusters Score -6700220 nChanged 23091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -6713142.500000 Penalty: 5367.353516
	Iteration 1F: 3 clusters Score -6713142 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -6713940.500000 Penalty: 5367.353516
	Iteration 2Q: 3 clusters Score -6713940 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -6714973.500000 Penalty: 5367.353516
	Iteration 3Q: 3 clusters Score -6714974 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -6716271.500000 Penalty: 5367.353516
	Iteration 4F: 3 clusters Score -6716272 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -6718127.500000 Penalty: 5367.353516
	Iteration 5F: 3 clusters Score -6718128 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -6720772.500000 Penalty: 5367.353516
	Iteration 6F: 3 clusters Score -6720772 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -6723806.000000 Penalty: 5367.353516
	Iteration 7F: 3 clusters Score -6723806 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -6726675.000000 Penalty: 5367.353516
	Iteration 8F: 3 clusters Score -6726675 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -6728847.000000 Penalty: 5367.353516
	Iteration 9Q: 3 clusters Score -6728847 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6730198.000000 Penalty: 5367.353516
	Iteration 10Q: 3 clusters Score -6730198 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6730946.500000 Penalty: 5367.353516
	Iteration 11Q: 3 clusters Score -6730946 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6731245.500000 Penalty: 5367.353516
	Iteration 12Q: 3 clusters Score -6731246 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6731369.000000 Penalty: 5367.353516
	Iteration 13Q: 3 clusters Score -6731369 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6731459.500000 Penalty: 5367.353516
	Iteration 14Q: 3 clusters Score -6731460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6731507.500000 Penalty: 5367.353516
	Iteration 15Q: 3 clusters Score -6731508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6731541.500000 Penalty: 5367.353516
	Iteration 16Q: 3 clusters Score -6731542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6731573.500000 Penalty: 5367.353516
	Iteration 17Q: 3 clusters Score -6731574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6731591.500000 Penalty: 5367.353516
	Iteration 18Q: 3 clusters Score -6731592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6731602.500000 Penalty: 5367.353516
	Iteration 19Q: 3 clusters Score -6731602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6731603.500000 Penalty: 5367.353516
	Iteration 20F: 3 clusters Score -6731604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6731607.500000 Penalty: 5367.353516
	Iteration 21Q: 3 clusters Score -6731608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6731604.500000 Penalty: 5367.353516
	Iteration 22Q: 3 clusters Score -6731604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6731612.000000 Penalty: 5367.353516
	Iteration 23Q: 3 clusters Score -6731612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6731617.000000 Penalty: 5367.353516
	Iteration 24Q: 3 clusters Score -6731617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6731617.000000 Penalty: 5367.353516
	Iteration 25F: 3 clusters Score -6731617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (92583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92583 members 
Entering Unmasked Estep 
Score: -12878400.000000 Penalty: 2836.093506
	Iteration 0F: 2 clusters Score -1.28784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -12816525.000000 Penalty: 5672.187012
	Iteration 0F: 3 clusters Score -1.281652e+07 nChanged 43669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -12841310.000000 Penalty: 5672.187012
	Iteration 1F: 3 clusters Score -1.284131e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -12841910.000000 Penalty: 5672.187012
	Iteration 2Q: 3 clusters Score -1.284191e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -12842593.000000 Penalty: 5672.187012
	Iteration 3Q: 3 clusters Score -1.284259e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -12843656.000000 Penalty: 5672.187012
	Iteration 4Q: 3 clusters Score -1.284366e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -12844921.000000 Penalty: 5672.187012
	Iteration 5Q: 3 clusters Score -1.284492e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -12846807.000000 Penalty: 5672.187012
	Iteration 6Q: 3 clusters Score -1.284681e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -12849920.000000 Penalty: 5672.187012
	Iteration 7F: 3 clusters Score -1.284992e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -12854846.000000 Penalty: 5672.187012
	Iteration 8F: 3 clusters Score -1.285485e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 76556 members 
Entering Unmasked Estep 
Score: -12861268.000000 Penalty: 5672.187012
	Iteration 9F: 3 clusters Score -1.286127e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 83501 members 
Entering Unmasked Estep 
Score: -12867737.000000 Penalty: 5672.187012
	Iteration 10F: 3 clusters Score -1.286774e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -12872282.000000 Penalty: 5672.187012
	Iteration 11F: 3 clusters Score -1.287228e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -12874456.000000 Penalty: 5672.187012
	Iteration 12Q: 3 clusters Score -1.287446e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -12875323.000000 Penalty: 5672.187012
	Iteration 13Q: 3 clusters Score -1.287532e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -12875679.000000 Penalty: 5672.187012
	Iteration 14Q: 3 clusters Score -1.287568e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -12875805.000000 Penalty: 5672.187012
	Iteration 15Q: 3 clusters Score -1.28758e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 92187 members 
Entering Unmasked Estep 
Score: -12875867.000000 Penalty: 5672.187012
	Iteration 16Q: 3 clusters Score -1.287587e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -12875910.000000 Penalty: 5672.187012
	Iteration 17Q: 3 clusters Score -1.287591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -12875935.000000 Penalty: 5672.187012
	Iteration 18Q: 3 clusters Score -1.287594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 92234 members 
Entering Unmasked Estep 
Score: -12875947.000000 Penalty: 5672.187012
	Iteration 19Q: 3 clusters Score -1.287595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 92237 members 
Entering Unmasked Estep 
Score: -12875948.000000 Penalty: 5672.187012
	Iteration 20F: 3 clusters Score -1.287595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 92239 members 
Entering Unmasked Estep 
Score: -12875962.000000 Penalty: 5672.187012
	Iteration 21Q: 3 clusters Score -1.287596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 92245 members 
Entering Unmasked Estep 
Score: -12875978.000000 Penalty: 5672.187012
	Iteration 22Q: 3 clusters Score -1.287598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -12875988.000000 Penalty: 5672.187012
	Iteration 23Q: 3 clusters Score -1.287599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 92251 members 
Entering Unmasked Estep 
Score: -12875985.000000 Penalty: 5672.187012
	Iteration 24Q: 3 clusters Score -1.287598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 92253 members 
Entering Unmasked Estep 
Score: -12875989.000000 Penalty: 5672.187012
	Iteration 25Q: 3 clusters Score -1.287599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -12875995.000000 Penalty: 5672.187012
	Iteration 26Q: 3 clusters Score -1.2876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -12875993.000000 Penalty: 5672.187012
	Iteration 27Q: 3 clusters Score -1.287599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 92258 members 
Entering Unmasked Estep 
Score: -12876000.000000 Penalty: 5672.187012
	Iteration 28Q: 3 clusters Score -1.2876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -12876006.000000 Penalty: 5672.187012
	Iteration 29Q: 3 clusters Score -1.287601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 92261 members 
Entering Unmasked Estep 
Score: -12876002.000000 Penalty: 5672.187012
	Iteration 30Q: 3 clusters Score -1.2876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -12876007.000000 Penalty: 5672.187012
	Iteration 31Q: 3 clusters Score -1.287601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 92261 members 
Entering Unmasked Estep 
Score: -12876010.000000 Penalty: 5672.187012
	Iteration 32Q: 3 clusters Score -1.287601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 92261 members 
Entering Unmasked Estep 
Score: -12876010.000000 Penalty: 5672.187012
	Iteration 33F: 3 clusters Score -1.287601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -137743.078125 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -137743.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135806.796875 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -135806.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136220.031250 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -136220 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -136483.578125 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -136483.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -136593.218750 Penalty: 3468.535645
	Iteration 3F: 3 clusters Score -136593.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -136655.890625 Penalty: 3468.535645
	Iteration 4Q: 3 clusters Score -136655.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -136697.468750 Penalty: 3468.535645
	Iteration 5Q: 3 clusters Score -136697.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -136739.484375 Penalty: 3468.535645
	Iteration 6Q: 3 clusters Score -136739.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -136793.984375 Penalty: 3468.535645
	Iteration 7Q: 3 clusters Score -136794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -136869.343750 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -136869.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -136950.312500 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -136950.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -137021.562500 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -137021.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -137068.937500 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -137068.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -137105.421875 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -137105.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -137154.640625 Penalty: 3468.535645
	Iteration 13Q: 3 clusters Score -137154.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -137189.718750 Penalty: 3468.535645
	Iteration 14Q: 3 clusters Score -137189.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -137219.406250 Penalty: 3468.535645
	Iteration 15Q: 3 clusters Score -137219.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -137246.609375 Penalty: 3468.535645
	Iteration 16Q: 3 clusters Score -137246.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -137271.875000 Penalty: 3468.535645
	Iteration 17Q: 3 clusters Score -137271.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -137286.296875 Penalty: 3468.535645
	Iteration 18Q: 3 clusters Score -137286.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -137297.484375 Penalty: 3468.535645
	Iteration 19Q: 3 clusters Score -137297.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -137324.546875 Penalty: 3468.535645
	Iteration 20F: 3 clusters Score -137324.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -137348.625000 Penalty: 3468.535645
	Iteration 21Q: 3 clusters Score -137348.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -137377.453125 Penalty: 3468.535645
	Iteration 22Q: 3 clusters Score -137377.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -137398.703125 Penalty: 3468.535645
	Iteration 23Q: 3 clusters Score -137398.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -137421.656250 Penalty: 3468.535645
	Iteration 24Q: 3 clusters Score -137421.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -137443.828125 Penalty: 3468.535645
	Iteration 25Q: 3 clusters Score -137443.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -137456.593750 Penalty: 3468.535645
	Iteration 26Q: 3 clusters Score -137456.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -137464.593750 Penalty: 3468.535645
	Iteration 27Q: 3 clusters Score -137464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -137467.703125 Penalty: 3468.535645
	Iteration 28Q: 3 clusters Score -137467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -137469.000000 Penalty: 3468.535645
	Iteration 29Q: 3 clusters Score -137469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137470.046875 Penalty: 3468.535645
	Iteration 30Q: 3 clusters Score -137470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -137472.031250 Penalty: 3468.535645
	Iteration 31Q: 3 clusters Score -137472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -137472.031250 Penalty: 3468.535645
	Iteration 32F: 3 clusters Score -137472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -64840.933594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -64840.93 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 252 members 
Entering Unmasked Estep 
Score: -63375.308594 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -63375.31 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63642.242188 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -63642.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -63745.429688 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -63745.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -63791.460938 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -63791.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63827.855469 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -63827.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -63848.421875 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -63848.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -63874.023438 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -63874.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -63883.640625 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -63883.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -63886.179688 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -63886.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -63891.250000 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -63891.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -63894.886719 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -63894.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -63898.265625 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -63898.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -63903.488281 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -63903.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -63913.992188 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -63913.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -63919.070312 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -63919.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -63930.445312 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -63930.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -63933.281250 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -63933.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -63938.601562 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -63938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -63943.031250 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -63943.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -63946.992188 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -63946.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -63960.078125 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -63960.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (109334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109334 members 
Entering Unmasked Estep 
Score: -15073737.000000 Penalty: 2877.336182
	Iteration 0F: 2 clusters Score -1.507374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -15000791.000000 Penalty: 5754.672363
	Iteration 0F: 3 clusters Score -1.500079e+07 nChanged 51861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -15030523.000000 Penalty: 5754.672363
	Iteration 1F: 3 clusters Score -1.503052e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -15031756.000000 Penalty: 5754.672363
	Iteration 2Q: 3 clusters Score -1.503176e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -15033802.000000 Penalty: 5754.672363
	Iteration 3Q: 3 clusters Score -1.50338e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -15037932.000000 Penalty: 5754.672363
	Iteration 4F: 3 clusters Score -1.503793e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -15044273.000000 Penalty: 5754.672363
	Iteration 5F: 3 clusters Score -1.504427e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 87254 members 
Entering Unmasked Estep 
Score: -15052953.000000 Penalty: 5754.672363
	Iteration 6F: 3 clusters Score -1.505295e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -15061310.000000 Penalty: 5754.672363
	Iteration 7F: 3 clusters Score -1.506131e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -15066858.000000 Penalty: 5754.672363
	Iteration 8F: 3 clusters Score -1.506686e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 103440 members 
Entering Unmasked Estep 
Score: -15069752.000000 Penalty: 5754.672363
	Iteration 9Q: 3 clusters Score -1.506975e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -15070892.000000 Penalty: 5754.672363
	Iteration 10Q: 3 clusters Score -1.507089e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 105333 members 
Entering Unmasked Estep 
Score: -15071465.000000 Penalty: 5754.672363
	Iteration 11Q: 3 clusters Score -1.507146e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 105752 members 
Entering Unmasked Estep 
Score: -15071776.000000 Penalty: 5754.672363
	Iteration 12Q: 3 clusters Score -1.507178e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -15071957.000000 Penalty: 5754.672363
	Iteration 13Q: 3 clusters Score -1.507196e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 106303 members 
Entering Unmasked Estep 
Score: -15072056.000000 Penalty: 5754.672363
	Iteration 14Q: 3 clusters Score -1.507206e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -15072176.000000 Penalty: 5754.672363
	Iteration 15Q: 3 clusters Score -1.507218e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 106619 members 
Entering Unmasked Estep 
Score: -15072238.000000 Penalty: 5754.672363
	Iteration 16Q: 3 clusters Score -1.507224e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -15072299.000000 Penalty: 5754.672363
	Iteration 17Q: 3 clusters Score -1.50723e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 106817 members 
Entering Unmasked Estep 
Score: -15072340.000000 Penalty: 5754.672363
	Iteration 18Q: 3 clusters Score -1.507234e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -15072362.000000 Penalty: 5754.672363
	Iteration 19Q: 3 clusters Score -1.507236e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 106981 members 
Entering Unmasked Estep 
Score: -15072397.000000 Penalty: 5754.672363
	Iteration 20F: 3 clusters Score -1.50724e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 107030 members 
Entering Unmasked Estep 
Score: -15072371.000000 Penalty: 5754.672363
	Iteration 21Q: 3 clusters Score -1.507237e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -15072382.000000 Penalty: 5754.672363
	Iteration 22Q: 3 clusters Score -1.507238e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 107131 members 
Entering Unmasked Estep 
Score: -15072391.000000 Penalty: 5754.672363
	Iteration 23Q: 3 clusters Score -1.507239e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 107169 members 
Entering Unmasked Estep 
Score: -15072388.000000 Penalty: 5754.672363
	Iteration 24Q: 3 clusters Score -1.507239e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 107196 members 
Entering Unmasked Estep 
Score: -15072385.000000 Penalty: 5754.672363
	Iteration 25Q: 3 clusters Score -1.507238e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 107216 members 
Entering Unmasked Estep 
Score: -15072395.000000 Penalty: 5754.672363
	Iteration 26Q: 3 clusters Score -1.50724e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -15072373.000000 Penalty: 5754.672363
	Iteration 27Q: 3 clusters Score -1.507237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 107261 members 
Entering Unmasked Estep 
Score: -15072386.000000 Penalty: 5754.672363
	Iteration 28Q: 3 clusters Score -1.507239e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 107282 members 
Entering Unmasked Estep 
Score: -15072374.000000 Penalty: 5754.672363
	Iteration 29Q: 3 clusters Score -1.507237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -15072388.000000 Penalty: 5754.672363
	Iteration 30Q: 3 clusters Score -1.507239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -15072413.000000 Penalty: 5754.672363
	Iteration 31Q: 3 clusters Score -1.507241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 107319 members 
Entering Unmasked Estep 
Score: -15072417.000000 Penalty: 5754.672363
	Iteration 32Q: 3 clusters Score -1.507242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 107325 members 
Entering Unmasked Estep 
Score: -15072400.000000 Penalty: 5754.672363
	Iteration 33Q: 3 clusters Score -1.50724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 107336 members 
Entering Unmasked Estep 
Score: -15072416.000000 Penalty: 5754.672363
	Iteration 34Q: 3 clusters Score -1.507242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -15072422.000000 Penalty: 5754.672363
	Iteration 35Q: 3 clusters Score -1.507242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 107346 members 
Entering Unmasked Estep 
Score: -15072423.000000 Penalty: 5754.672363
	Iteration 36Q: 3 clusters Score -1.507242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 107353 members 
Entering Unmasked Estep 
Score: -15072414.000000 Penalty: 5754.672363
	Iteration 37Q: 3 clusters Score -1.507241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 107353 members 
Entering Unmasked Estep 
Score: -15072414.000000 Penalty: 5754.672363
	Iteration 38Q: 3 clusters Score -1.507241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 107353 members 
Entering Unmasked Estep 
Score: -15072414.000000 Penalty: 5754.672363
	Iteration 39F: 3 clusters Score -1.507241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (111710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111710 members 
Entering Unmasked Estep 
Score: -15478494.000000 Penalty: 2882.667969
	Iteration 0F: 2 clusters Score -1.547849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -15404210.000000 Penalty: 5765.335938
	Iteration 0F: 3 clusters Score -1.540421e+07 nChanged 53054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 57861 members 
Entering Unmasked Estep 
Score: -15434274.000000 Penalty: 5765.335938
	Iteration 1F: 3 clusters Score -1.543427e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -15435110.000000 Penalty: 5765.335938
	Iteration 2Q: 3 clusters Score -1.543511e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -15436369.000000 Penalty: 5765.335938
	Iteration 3Q: 3 clusters Score -1.543637e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -15438161.000000 Penalty: 5765.335938
	Iteration 4Q: 3 clusters Score -1.543816e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -15440795.000000 Penalty: 5765.335938
	Iteration 5Q: 3 clusters Score -1.54408e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -15444487.000000 Penalty: 5765.335938
	Iteration 6F: 3 clusters Score -1.544449e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -15449331.000000 Penalty: 5765.335938
	Iteration 7F: 3 clusters Score -1.544933e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -15455157.000000 Penalty: 5765.335938
	Iteration 8F: 3 clusters Score -1.545516e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -15460857.000000 Penalty: 5765.335938
	Iteration 9F: 3 clusters Score -1.546086e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -15466068.000000 Penalty: 5765.335938
	Iteration 10F: 3 clusters Score -1.546607e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 104179 members 
Entering Unmasked Estep 
Score: -15470105.000000 Penalty: 5765.335938
	Iteration 11Q: 3 clusters Score -1.54701e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 107565 members 
Entering Unmasked Estep 
Score: -15472828.000000 Penalty: 5765.335938
	Iteration 12Q: 3 clusters Score -1.547283e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 109512 members 
Entering Unmasked Estep 
Score: -15474376.000000 Penalty: 5765.335938
	Iteration 13Q: 3 clusters Score -1.547438e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 110488 members 
Entering Unmasked Estep 
Score: -15475158.000000 Penalty: 5765.335938
	Iteration 14Q: 3 clusters Score -1.547516e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 110922 members 
Entering Unmasked Estep 
Score: -15475549.000000 Penalty: 5765.335938
	Iteration 15Q: 3 clusters Score -1.547555e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 111110 members 
Entering Unmasked Estep 
Score: -15475700.000000 Penalty: 5765.335938
	Iteration 16Q: 3 clusters Score -1.54757e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 111210 members 
Entering Unmasked Estep 
Score: -15475831.000000 Penalty: 5765.335938
	Iteration 17Q: 3 clusters Score -1.547583e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 111253 members 
Entering Unmasked Estep 
Score: -15475881.000000 Penalty: 5765.335938
	Iteration 18Q: 3 clusters Score -1.547588e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 111280 members 
Entering Unmasked Estep 
Score: -15475908.000000 Penalty: 5765.335938
	Iteration 19Q: 3 clusters Score -1.547591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 111295 members 
Entering Unmasked Estep 
Score: -15475929.000000 Penalty: 5765.335938
	Iteration 20F: 3 clusters Score -1.547593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 111309 members 
Entering Unmasked Estep 
Score: -15475937.000000 Penalty: 5765.335938
	Iteration 21Q: 3 clusters Score -1.547594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 111312 members 
Entering Unmasked Estep 
Score: -15475950.000000 Penalty: 5765.335938
	Iteration 22Q: 3 clusters Score -1.547595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 111317 members 
Entering Unmasked Estep 
Score: -15475963.000000 Penalty: 5765.335938
	Iteration 23Q: 3 clusters Score -1.547596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 111319 members 
Entering Unmasked Estep 
Score: -15475966.000000 Penalty: 5765.335938
	Iteration 24Q: 3 clusters Score -1.547597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
Score: -15475966.000000 Penalty: 5765.335938
	Iteration 25Q: 3 clusters Score -1.547597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
Score: -15475966.000000 Penalty: 5765.335938
	Iteration 26F: 3 clusters Score -1.547597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (233424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233424 members 
Entering Unmasked Estep 
Score: -32115730.000000 Penalty: 3065.431641
	Iteration 0F: 2 clusters Score -3.211573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116522 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -31970124.000000 Penalty: 6130.863281
	Iteration 0F: 3 clusters Score -3.197012e+07 nChanged 112844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113134 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -32036934.000000 Penalty: 6130.863281
	Iteration 1F: 3 clusters Score -3.203693e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110651 members 
Mstep: Class 2 contains 122773 members 
Entering Unmasked Estep 
Score: -32038348.000000 Penalty: 6130.863281
	Iteration 2Q: 3 clusters Score -3.203835e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106852 members 
Mstep: Class 2 contains 126572 members 
Entering Unmasked Estep 
Score: -32040558.000000 Penalty: 6130.863281
	Iteration 3Q: 3 clusters Score -3.204056e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100864 members 
Mstep: Class 2 contains 132560 members 
Entering Unmasked Estep 
Score: -32044238.000000 Penalty: 6130.863281
	Iteration 4Q: 3 clusters Score -3.204424e+07 nChanged 11664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 141276 members 
Entering Unmasked Estep 
Score: -32049692.000000 Penalty: 6130.863281
	Iteration 5Q: 3 clusters Score -3.204969e+07 nChanged 14385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80471 members 
Mstep: Class 2 contains 152953 members 
Entering Unmasked Estep 
Score: -32057500.000000 Penalty: 6130.863281
	Iteration 6F: 3 clusters Score -3.20575e+07 nChanged 16211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 166968 members 
Entering Unmasked Estep 
Score: -32067470.000000 Penalty: 6130.863281
	Iteration 7F: 3 clusters Score -3.206747e+07 nChanged 16183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 181439 members 
Entering Unmasked Estep 
Score: -32077480.000000 Penalty: 6130.863281
	Iteration 8F: 3 clusters Score -3.207748e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 193557 members 
Entering Unmasked Estep 
Score: -32086530.000000 Penalty: 6130.863281
	Iteration 9F: 3 clusters Score -3.208653e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 202542 members 
Entering Unmasked Estep 
Score: -32094376.000000 Penalty: 6130.863281
	Iteration 10Q: 3 clusters Score -3.209438e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 208265 members 
Entering Unmasked Estep 
Score: -32100094.000000 Penalty: 6130.863281
	Iteration 11Q: 3 clusters Score -3.210009e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 211998 members 
Entering Unmasked Estep 
Score: -32104214.000000 Penalty: 6130.863281
	Iteration 12Q: 3 clusters Score -3.210421e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 214711 members 
Entering Unmasked Estep 
Score: -32106722.000000 Penalty: 6130.863281
	Iteration 13Q: 3 clusters Score -3.210672e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 216869 members 
Entering Unmasked Estep 
Score: -32108532.000000 Penalty: 6130.863281
	Iteration 14Q: 3 clusters Score -3.210853e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 218664 members 
Entering Unmasked Estep 
Score: -32109934.000000 Penalty: 6130.863281
	Iteration 15Q: 3 clusters Score -3.210993e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 220100 members 
Entering Unmasked Estep 
Score: -32110812.000000 Penalty: 6130.863281
	Iteration 16Q: 3 clusters Score -3.211081e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 221352 members 
Entering Unmasked Estep 
Score: -32111726.000000 Penalty: 6130.863281
	Iteration 17Q: 3 clusters Score -3.211173e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 222371 members 
Entering Unmasked Estep 
Score: -32112184.000000 Penalty: 6130.863281
	Iteration 18Q: 3 clusters Score -3.211218e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 223284 members 
Entering Unmasked Estep 
Score: -32112522.000000 Penalty: 6130.863281
	Iteration 19Q: 3 clusters Score -3.211252e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 224139 members 
Entering Unmasked Estep 
Score: -32112834.000000 Penalty: 6130.863281
	Iteration 20F: 3 clusters Score -3.211283e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 224891 members 
Entering Unmasked Estep 
Score: -32113100.000000 Penalty: 6130.863281
	Iteration 21Q: 3 clusters Score -3.21131e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 225533 members 
Entering Unmasked Estep 
Score: -32113202.000000 Penalty: 6130.863281
	Iteration 22Q: 3 clusters Score -3.21132e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 226067 members 
Entering Unmasked Estep 
Score: -32113186.000000 Penalty: 6130.863281
	Iteration 23Q: 3 clusters Score -3.211319e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 226535 members 
Entering Unmasked Estep 
Score: -32113174.000000 Penalty: 6130.863281
	Iteration 24Q: 3 clusters Score -3.211317e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 226956 members 
Entering Unmasked Estep 
Score: -32113276.000000 Penalty: 6130.863281
	Iteration 25Q: 3 clusters Score -3.211328e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 227336 members 
Entering Unmasked Estep 
Score: -32113328.000000 Penalty: 6130.863281
	Iteration 26Q: 3 clusters Score -3.211333e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 227693 members 
Entering Unmasked Estep 
Score: -32113304.000000 Penalty: 6130.863281
	Iteration 27Q: 3 clusters Score -3.21133e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 228028 members 
Entering Unmasked Estep 
Score: -32113336.000000 Penalty: 6130.863281
	Iteration 28Q: 3 clusters Score -3.211334e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 228326 members 
Entering Unmasked Estep 
Score: -32113394.000000 Penalty: 6130.863281
	Iteration 29Q: 3 clusters Score -3.211339e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 228575 members 
Entering Unmasked Estep 
Score: -32113456.000000 Penalty: 6130.863281
	Iteration 30Q: 3 clusters Score -3.211346e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 228808 members 
Entering Unmasked Estep 
Score: -32113458.000000 Penalty: 6130.863281
	Iteration 31Q: 3 clusters Score -3.211346e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 229023 members 
Entering Unmasked Estep 
Score: -32113412.000000 Penalty: 6130.863281
	Iteration 32Q: 3 clusters Score -3.211341e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 229224 members 
Entering Unmasked Estep 
Score: -32113418.000000 Penalty: 6130.863281
	Iteration 33Q: 3 clusters Score -3.211342e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 229406 members 
Entering Unmasked Estep 
Score: -32113450.000000 Penalty: 6130.863281
	Iteration 34Q: 3 clusters Score -3.211345e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 229565 members 
Entering Unmasked Estep 
Score: -32113456.000000 Penalty: 6130.863281
	Iteration 35Q: 3 clusters Score -3.211346e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 229718 members 
Entering Unmasked Estep 
Score: -32113468.000000 Penalty: 6130.863281
	Iteration 36Q: 3 clusters Score -3.211347e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 229850 members 
Entering Unmasked Estep 
Score: -32113470.000000 Penalty: 6130.863281
	Iteration 37Q: 3 clusters Score -3.211347e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 229973 members 
Entering Unmasked Estep 
Score: -32113490.000000 Penalty: 6130.863281
	Iteration 38Q: 3 clusters Score -3.211349e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 230089 members 
Entering Unmasked Estep 
Score: -32113510.000000 Penalty: 6130.863281
	Iteration 39Q: 3 clusters Score -3.211351e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 230194 members 
Entering Unmasked Estep 
Score: -32113494.000000 Penalty: 6130.863281
	Iteration 40F: 3 clusters Score -3.211349e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 230287 members 
Entering Unmasked Estep 
Score: -32113450.000000 Penalty: 6130.863281
	Iteration 41Q: 3 clusters Score -3.211345e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 230385 members 
Entering Unmasked Estep 
Score: -32113424.000000 Penalty: 6130.863281
	Iteration 42Q: 3 clusters Score -3.211342e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 230469 members 
Entering Unmasked Estep 
Score: -32113434.000000 Penalty: 6130.863281
	Iteration 43Q: 3 clusters Score -3.211343e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 230550 members 
Entering Unmasked Estep 
Score: -32113394.000000 Penalty: 6130.863281
	Iteration 44Q: 3 clusters Score -3.211339e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 230628 members 
Entering Unmasked Estep 
Score: -32113416.000000 Penalty: 6130.863281
	Iteration 45Q: 3 clusters Score -3.211342e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 230714 members 
Entering Unmasked Estep 
Score: -32113424.000000 Penalty: 6130.863281
	Iteration 46Q: 3 clusters Score -3.211342e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 230808 members 
Entering Unmasked Estep 
Score: -32113398.000000 Penalty: 6130.863281
	Iteration 47Q: 3 clusters Score -3.21134e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 230890 members 
Entering Unmasked Estep 
Score: -32113396.000000 Penalty: 6130.863281
	Iteration 48Q: 3 clusters Score -3.21134e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 230974 members 
Entering Unmasked Estep 
Score: -32113424.000000 Penalty: 6130.863281
	Iteration 49Q: 3 clusters Score -3.211342e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 231042 members 
Entering Unmasked Estep 
Score: -32113426.000000 Penalty: 6130.863281
	Iteration 50Q: 3 clusters Score -3.211343e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 231120 members 
Entering Unmasked Estep 
Score: -32113448.000000 Penalty: 6130.863281
	Iteration 51Q: 3 clusters Score -3.211345e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 231191 members 
Entering Unmasked Estep 
Score: -32113458.000000 Penalty: 6130.863281
	Iteration 52Q: 3 clusters Score -3.211346e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 231266 members 
Entering Unmasked Estep 
Score: -32113474.000000 Penalty: 6130.863281
	Iteration 53Q: 3 clusters Score -3.211347e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 231326 members 
Entering Unmasked Estep 
Score: -32113460.000000 Penalty: 6130.863281
	Iteration 54Q: 3 clusters Score -3.211346e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 231397 members 
Entering Unmasked Estep 
Score: -32113430.000000 Penalty: 6130.863281
	Iteration 55Q: 3 clusters Score -3.211343e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 231455 members 
Entering Unmasked Estep 
Score: -32113404.000000 Penalty: 6130.863281
	Iteration 56Q: 3 clusters Score -3.21134e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 231502 members 
Entering Unmasked Estep 
Score: -32113388.000000 Penalty: 6130.863281
	Iteration 57Q: 3 clusters Score -3.211339e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 231555 members 
Entering Unmasked Estep 
Score: -32113374.000000 Penalty: 6130.863281
	Iteration 58Q: 3 clusters Score -3.211337e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 231604 members 
Entering Unmasked Estep 
Score: -32113394.000000 Penalty: 6130.863281
	Iteration 59Q: 3 clusters Score -3.211339e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 231650 members 
Entering Unmasked Estep 
Score: -32113438.000000 Penalty: 6130.863281
	Iteration 60F: 3 clusters Score -3.211344e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 231686 members 
Entering Unmasked Estep 
Score: -32113472.000000 Penalty: 6130.863281
	Iteration 61Q: 3 clusters Score -3.211347e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 231718 members 
Entering Unmasked Estep 
Score: -32113468.000000 Penalty: 6130.863281
	Iteration 62Q: 3 clusters Score -3.211347e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 231751 members 
Entering Unmasked Estep 
Score: -32113436.000000 Penalty: 6130.863281
	Iteration 63Q: 3 clusters Score -3.211344e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 231783 members 
Entering Unmasked Estep 
Score: -32113442.000000 Penalty: 6130.863281
	Iteration 64Q: 3 clusters Score -3.211344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 231820 members 
Entering Unmasked Estep 
Score: -32113422.000000 Penalty: 6130.863281
	Iteration 65Q: 3 clusters Score -3.211342e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 231863 members 
Entering Unmasked Estep 
Score: -32113390.000000 Penalty: 6130.863281
	Iteration 66Q: 3 clusters Score -3.211339e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 231902 members 
Entering Unmasked Estep 
Score: -32113434.000000 Penalty: 6130.863281
	Iteration 67Q: 3 clusters Score -3.211343e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 231937 members 
Entering Unmasked Estep 
Score: -32113438.000000 Penalty: 6130.863281
	Iteration 68Q: 3 clusters Score -3.211344e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 231980 members 
Entering Unmasked Estep 
Score: -32113438.000000 Penalty: 6130.863281
	Iteration 69Q: 3 clusters Score -3.211344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 232011 members 
Entering Unmasked Estep 
Score: -32113420.000000 Penalty: 6130.863281
	Iteration 70Q: 3 clusters Score -3.211342e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 232040 members 
Entering Unmasked Estep 
Score: -32113454.000000 Penalty: 6130.863281
	Iteration 71Q: 3 clusters Score -3.211345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 232067 members 
Entering Unmasked Estep 
Score: -32113434.000000 Penalty: 6130.863281
	Iteration 72Q: 3 clusters Score -3.211343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 232086 members 
Entering Unmasked Estep 
Score: -32113446.000000 Penalty: 6130.863281
	Iteration 73Q: 3 clusters Score -3.211345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 232099 members 
Entering Unmasked Estep 
Score: -32113438.000000 Penalty: 6130.863281
	Iteration 74Q: 3 clusters Score -3.211344e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 232117 members 
Entering Unmasked Estep 
Score: -32113430.000000 Penalty: 6130.863281
	Iteration 75Q: 3 clusters Score -3.211343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 232134 members 
Entering Unmasked Estep 
Score: -32113456.000000 Penalty: 6130.863281
	Iteration 76Q: 3 clusters Score -3.211346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 232146 members 
Entering Unmasked Estep 
Score: -32113468.000000 Penalty: 6130.863281
	Iteration 77Q: 3 clusters Score -3.211347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 232157 members 
Entering Unmasked Estep 
Score: -32113466.000000 Penalty: 6130.863281
	Iteration 78Q: 3 clusters Score -3.211347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 232169 members 
Entering Unmasked Estep 
Score: -32113470.000000 Penalty: 6130.863281
	Iteration 79Q: 3 clusters Score -3.211347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 232176 members 
Entering Unmasked Estep 
Score: -32113468.000000 Penalty: 6130.863281
	Iteration 80F: 3 clusters Score -3.211347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 232184 members 
Entering Unmasked Estep 
Score: -32113462.000000 Penalty: 6130.863281
	Iteration 81Q: 3 clusters Score -3.211346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 232190 members 
Entering Unmasked Estep 
Score: -32113458.000000 Penalty: 6130.863281
	Iteration 82Q: 3 clusters Score -3.211346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 232200 members 
Entering Unmasked Estep 
Score: -32113472.000000 Penalty: 6130.863281
	Iteration 83Q: 3 clusters Score -3.211347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 232212 members 
Entering Unmasked Estep 
Score: -32113446.000000 Penalty: 6130.863281
	Iteration 84Q: 3 clusters Score -3.211345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 232223 members 
Entering Unmasked Estep 
Score: -32113464.000000 Penalty: 6130.863281
	Iteration 85Q: 3 clusters Score -3.211346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 232234 members 
Entering Unmasked Estep 
Score: -32113440.000000 Penalty: 6130.863281
	Iteration 86Q: 3 clusters Score -3.211344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 232247 members 
Entering Unmasked Estep 
Score: -32113434.000000 Penalty: 6130.863281
	Iteration 87Q: 3 clusters Score -3.211343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 232253 members 
Entering Unmasked Estep 
Score: -32113414.000000 Penalty: 6130.863281
	Iteration 88Q: 3 clusters Score -3.211341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 232261 members 
Entering Unmasked Estep 
Score: -32113398.000000 Penalty: 6130.863281
	Iteration 89Q: 3 clusters Score -3.21134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 232265 members 
Entering Unmasked Estep 
Score: -32113424.000000 Penalty: 6130.863281
	Iteration 90Q: 3 clusters Score -3.211342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 232270 members 
Entering Unmasked Estep 
Score: -32113396.000000 Penalty: 6130.863281
	Iteration 91Q: 3 clusters Score -3.21134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 232276 members 
Entering Unmasked Estep 
Score: -32113422.000000 Penalty: 6130.863281
	Iteration 92Q: 3 clusters Score -3.211342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 232276 members 
Entering Unmasked Estep 
Score: -32113422.000000 Penalty: 6130.863281
	Iteration 93F: 3 clusters Score -3.211342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -380488.187500 Penalty: 1975.971436
	Iteration 0F: 2 clusters Score -380488.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -377332.250000 Penalty: 3951.942871
	Iteration 0F: 3 clusters Score -377332.2 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -377993.875000 Penalty: 3951.942871
	Iteration 1F: 3 clusters Score -377993.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -378145.750000 Penalty: 3951.942871
	Iteration 2F: 3 clusters Score -378145.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -378212.531250 Penalty: 3951.942871
	Iteration 3Q: 3 clusters Score -378212.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -378260.343750 Penalty: 3951.942871
	Iteration 4Q: 3 clusters Score -378260.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -378294.531250 Penalty: 3951.942871
	Iteration 5Q: 3 clusters Score -378294.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -378325.718750 Penalty: 3951.942871
	Iteration 6Q: 3 clusters Score -378325.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -378348.968750 Penalty: 3951.942871
	Iteration 7Q: 3 clusters Score -378349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -378372.781250 Penalty: 3951.942871
	Iteration 8Q: 3 clusters Score -378372.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -378387.281250 Penalty: 3951.942871
	Iteration 9Q: 3 clusters Score -378387.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -378395.906250 Penalty: 3951.942871
	Iteration 10Q: 3 clusters Score -378395.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -378402.781250 Penalty: 3951.942871
	Iteration 11Q: 3 clusters Score -378402.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -378413.875000 Penalty: 3951.942871
	Iteration 12Q: 3 clusters Score -378413.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -378425.843750 Penalty: 3951.942871
	Iteration 13Q: 3 clusters Score -378425.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -378435.593750 Penalty: 3951.942871
	Iteration 14Q: 3 clusters Score -378435.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -378442.500000 Penalty: 3951.942871
	Iteration 15Q: 3 clusters Score -378442.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -378445.968750 Penalty: 3951.942871
	Iteration 16Q: 3 clusters Score -378446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -378450.593750 Penalty: 3951.942871
	Iteration 17Q: 3 clusters Score -378450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -378452.781250 Penalty: 3951.942871
	Iteration 18Q: 3 clusters Score -378452.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -378453.781250 Penalty: 3951.942871
	Iteration 19Q: 3 clusters Score -378453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -378454.843750 Penalty: 3951.942871
	Iteration 20F: 3 clusters Score -378454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -378456.343750 Penalty: 3951.942871
	Iteration 21Q: 3 clusters Score -378456.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -378459.000000 Penalty: 3951.942871
	Iteration 22Q: 3 clusters Score -378459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -378461.062500 Penalty: 3951.942871
	Iteration 23Q: 3 clusters Score -378461.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -378460.187500 Penalty: 3951.942871
	Iteration 24Q: 3 clusters Score -378460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -378461.718750 Penalty: 3951.942871
	Iteration 25Q: 3 clusters Score -378461.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -378461.906250 Penalty: 3951.942871
	Iteration 26Q: 3 clusters Score -378461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -378463.468750 Penalty: 3951.942871
	Iteration 27Q: 3 clusters Score -378463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -378464.656250 Penalty: 3951.942871
	Iteration 28Q: 3 clusters Score -378464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -378465.593750 Penalty: 3951.942871
	Iteration 29Q: 3 clusters Score -378465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -378466.687500 Penalty: 3951.942871
	Iteration 30Q: 3 clusters Score -378466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -378468.093750 Penalty: 3951.942871
	Iteration 31Q: 3 clusters Score -378468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -378469.031250 Penalty: 3951.942871
	Iteration 32Q: 3 clusters Score -378469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -378470.343750 Penalty: 3951.942871
	Iteration 33Q: 3 clusters Score -378470.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -378472.125000 Penalty: 3951.942871
	Iteration 34Q: 3 clusters Score -378472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -378473.687500 Penalty: 3951.942871
	Iteration 35Q: 3 clusters Score -378473.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -378475.156250 Penalty: 3951.942871
	Iteration 36Q: 3 clusters Score -378475.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -378477.718750 Penalty: 3951.942871
	Iteration 37Q: 3 clusters Score -378477.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -378480.375000 Penalty: 3951.942871
	Iteration 38Q: 3 clusters Score -378480.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -378483.937500 Penalty: 3951.942871
	Iteration 39Q: 3 clusters Score -378483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -378490.218750 Penalty: 3951.942871
	Iteration 40F: 3 clusters Score -378490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -378492.250000 Penalty: 3951.942871
	Iteration 41Q: 3 clusters Score -378492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -378492.312500 Penalty: 3951.942871
	Iteration 42Q: 3 clusters Score -378492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -378492.718750 Penalty: 3951.942871
	Iteration 43Q: 3 clusters Score -378492.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -378492.781250 Penalty: 3951.942871
	Iteration 44Q: 3 clusters Score -378492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -378492.781250 Penalty: 3951.942871
	Iteration 45Q: 3 clusters Score -378492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -378493.343750 Penalty: 3951.942871
	Iteration 46Q: 3 clusters Score -378493.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -378493.343750 Penalty: 3951.942871
	Iteration 47F: 3 clusters Score -378493.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Entering Unmasked Estep 
Score: -3545979.750000 Penalty: 2515.604736
	Iteration 0F: 2 clusters Score -3545980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3528296.500000 Penalty: 5031.209473
	Iteration 0F: 3 clusters Score -3528296 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3534544.750000 Penalty: 5031.209473
	Iteration 1F: 3 clusters Score -3534545 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -3535100.500000 Penalty: 5031.209473
	Iteration 2Q: 3 clusters Score -3535100 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3535736.250000 Penalty: 5031.209473
	Iteration 3Q: 3 clusters Score -3535736 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3536404.000000 Penalty: 5031.209473
	Iteration 4Q: 3 clusters Score -3536404 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3537208.250000 Penalty: 5031.209473
	Iteration 5F: 3 clusters Score -3537208 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3538130.250000 Penalty: 5031.209473
	Iteration 6F: 3 clusters Score -3538130 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3539086.250000 Penalty: 5031.209473
	Iteration 7F: 3 clusters Score -3539086 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3540050.500000 Penalty: 5031.209473
	Iteration 8F: 3 clusters Score -3540050 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3540939.000000 Penalty: 5031.209473
	Iteration 9F: 3 clusters Score -3540939 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3541524.500000 Penalty: 5031.209473
	Iteration 10Q: 3 clusters Score -3541524 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3541819.000000 Penalty: 5031.209473
	Iteration 11Q: 3 clusters Score -3541819 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3541973.750000 Penalty: 5031.209473
	Iteration 12Q: 3 clusters Score -3541974 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3542084.500000 Penalty: 5031.209473
	Iteration 13Q: 3 clusters Score -3542084 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3542154.000000 Penalty: 5031.209473
	Iteration 14Q: 3 clusters Score -3542154 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3542214.750000 Penalty: 5031.209473
	Iteration 15Q: 3 clusters Score -3542215 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3542288.750000 Penalty: 5031.209473
	Iteration 16Q: 3 clusters Score -3542289 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3542364.500000 Penalty: 5031.209473
	Iteration 17Q: 3 clusters Score -3542364 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3542416.000000 Penalty: 5031.209473
	Iteration 18Q: 3 clusters Score -3542416 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3542466.000000 Penalty: 5031.209473
	Iteration 19Q: 3 clusters Score -3542466 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3542521.000000 Penalty: 5031.209473
	Iteration 20F: 3 clusters Score -3542521 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3542572.500000 Penalty: 5031.209473
	Iteration 21Q: 3 clusters Score -3542572 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3542634.000000 Penalty: 5031.209473
	Iteration 22Q: 3 clusters Score -3542634 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3542696.250000 Penalty: 5031.209473
	Iteration 23Q: 3 clusters Score -3542696 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3542761.250000 Penalty: 5031.209473
	Iteration 24Q: 3 clusters Score -3542761 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3542821.500000 Penalty: 5031.209473
	Iteration 25Q: 3 clusters Score -3542822 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3542881.000000 Penalty: 5031.209473
	Iteration 26Q: 3 clusters Score -3542881 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -3542940.750000 Penalty: 5031.209473
	Iteration 27Q: 3 clusters Score -3542941 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3543001.000000 Penalty: 5031.209473
	Iteration 28Q: 3 clusters Score -3543001 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3543042.750000 Penalty: 5031.209473
	Iteration 29Q: 3 clusters Score -3543043 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3543104.500000 Penalty: 5031.209473
	Iteration 30Q: 3 clusters Score -3543104 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3543150.250000 Penalty: 5031.209473
	Iteration 31Q: 3 clusters Score -3543150 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3543210.750000 Penalty: 5031.209473
	Iteration 32Q: 3 clusters Score -3543211 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3543264.000000 Penalty: 5031.209473
	Iteration 33Q: 3 clusters Score -3543264 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3543303.750000 Penalty: 5031.209473
	Iteration 34Q: 3 clusters Score -3543304 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3543325.000000 Penalty: 5031.209473
	Iteration 35Q: 3 clusters Score -3543325 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3543356.500000 Penalty: 5031.209473
	Iteration 36Q: 3 clusters Score -3543356 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3543408.500000 Penalty: 5031.209473
	Iteration 37Q: 3 clusters Score -3543408 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3543438.500000 Penalty: 5031.209473
	Iteration 38Q: 3 clusters Score -3543438 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3543477.250000 Penalty: 5031.209473
	Iteration 39Q: 3 clusters Score -3543477 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3543503.750000 Penalty: 5031.209473
	Iteration 40F: 3 clusters Score -3543504 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3543532.500000 Penalty: 5031.209473
	Iteration 41Q: 3 clusters Score -3543532 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3543563.000000 Penalty: 5031.209473
	Iteration 42Q: 3 clusters Score -3543563 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3543609.750000 Penalty: 5031.209473
	Iteration 43Q: 3 clusters Score -3543610 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3543629.750000 Penalty: 5031.209473
	Iteration 44Q: 3 clusters Score -3543630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3543641.250000 Penalty: 5031.209473
	Iteration 45Q: 3 clusters Score -3543641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3543668.250000 Penalty: 5031.209473
	Iteration 46Q: 3 clusters Score -3543668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3543687.500000 Penalty: 5031.209473
	Iteration 47Q: 3 clusters Score -3543688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3543696.250000 Penalty: 5031.209473
	Iteration 48Q: 3 clusters Score -3543696 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3543723.000000 Penalty: 5031.209473
	Iteration 49Q: 3 clusters Score -3543723 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3543738.000000 Penalty: 5031.209473
	Iteration 50Q: 3 clusters Score -3543738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3543761.000000 Penalty: 5031.209473
	Iteration 51Q: 3 clusters Score -3543761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3543790.750000 Penalty: 5031.209473
	Iteration 52Q: 3 clusters Score -3543791 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3543809.500000 Penalty: 5031.209473
	Iteration 53Q: 3 clusters Score -3543810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3543831.250000 Penalty: 5031.209473
	Iteration 54Q: 3 clusters Score -3543831 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3543840.250000 Penalty: 5031.209473
	Iteration 55Q: 3 clusters Score -3543840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3543859.250000 Penalty: 5031.209473
	Iteration 56Q: 3 clusters Score -3543859 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3543865.000000 Penalty: 5031.209473
	Iteration 57Q: 3 clusters Score -3543865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3543879.500000 Penalty: 5031.209473
	Iteration 58Q: 3 clusters Score -3543880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3543891.500000 Penalty: 5031.209473
	Iteration 59Q: 3 clusters Score -3543892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3543892.250000 Penalty: 5031.209473
	Iteration 60F: 3 clusters Score -3543892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3543914.750000 Penalty: 5031.209473
	Iteration 61Q: 3 clusters Score -3543915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3543925.500000 Penalty: 5031.209473
	Iteration 62Q: 3 clusters Score -3543926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3543939.250000 Penalty: 5031.209473
	Iteration 63Q: 3 clusters Score -3543939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3543950.500000 Penalty: 5031.209473
	Iteration 64Q: 3 clusters Score -3543950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3543974.000000 Penalty: 5031.209473
	Iteration 65Q: 3 clusters Score -3543974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3543980.250000 Penalty: 5031.209473
	Iteration 66Q: 3 clusters Score -3543980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3543983.500000 Penalty: 5031.209473
	Iteration 67Q: 3 clusters Score -3543984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3543994.500000 Penalty: 5031.209473
	Iteration 68Q: 3 clusters Score -3543994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3544002.000000 Penalty: 5031.209473
	Iteration 69Q: 3 clusters Score -3544002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3544000.500000 Penalty: 5031.209473
	Iteration 70Q: 3 clusters Score -3544000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3544015.000000 Penalty: 5031.209473
	Iteration 71Q: 3 clusters Score -3544015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3544017.250000 Penalty: 5031.209473
	Iteration 72Q: 3 clusters Score -3544017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3544018.500000 Penalty: 5031.209473
	Iteration 73Q: 3 clusters Score -3544018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3544018.750000 Penalty: 5031.209473
	Iteration 74Q: 3 clusters Score -3544019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3544018.250000 Penalty: 5031.209473
	Iteration 75Q: 3 clusters Score -3544018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3544017.250000 Penalty: 5031.209473
	Iteration 76Q: 3 clusters Score -3544017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3544020.250000 Penalty: 5031.209473
	Iteration 77Q: 3 clusters Score -3544020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3544029.500000 Penalty: 5031.209473
	Iteration 78Q: 3 clusters Score -3544030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3544027.750000 Penalty: 5031.209473
	Iteration 79Q: 3 clusters Score -3544028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3544034.750000 Penalty: 5031.209473
	Iteration 80F: 3 clusters Score -3544035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3544035.500000 Penalty: 5031.209473
	Iteration 81Q: 3 clusters Score -3544036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3544041.250000 Penalty: 5031.209473
	Iteration 82Q: 3 clusters Score -3544041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3544039.250000 Penalty: 5031.209473
	Iteration 83Q: 3 clusters Score -3544039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3544039.250000 Penalty: 5031.209473
	Iteration 84Q: 3 clusters Score -3544039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3544043.750000 Penalty: 5031.209473
	Iteration 85Q: 3 clusters Score -3544044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3544048.000000 Penalty: 5031.209473
	Iteration 86Q: 3 clusters Score -3544048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3544055.000000 Penalty: 5031.209473
	Iteration 87Q: 3 clusters Score -3544055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3544056.750000 Penalty: 5031.209473
	Iteration 88Q: 3 clusters Score -3544057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3544061.000000 Penalty: 5031.209473
	Iteration 89Q: 3 clusters Score -3544061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3544065.500000 Penalty: 5031.209473
	Iteration 90Q: 3 clusters Score -3544066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3544074.500000 Penalty: 5031.209473
	Iteration 91Q: 3 clusters Score -3544074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3544082.000000 Penalty: 5031.209473
	Iteration 92Q: 3 clusters Score -3544082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3544096.250000 Penalty: 5031.209473
	Iteration 93Q: 3 clusters Score -3544096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3544105.500000 Penalty: 5031.209473
	Iteration 94Q: 3 clusters Score -3544106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3544111.000000 Penalty: 5031.209473
	Iteration 95Q: 3 clusters Score -3544111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3544114.750000 Penalty: 5031.209473
	Iteration 96Q: 3 clusters Score -3544115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3544113.250000 Penalty: 5031.209473
	Iteration 97Q: 3 clusters Score -3544113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3544122.250000 Penalty: 5031.209473
	Iteration 98Q: 3 clusters Score -3544122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3544122.250000 Penalty: 5031.209473
	Iteration 99Q: 3 clusters Score -3544122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3544131.500000 Penalty: 5031.209473
	Iteration 100F: 3 clusters Score -3544132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3544134.000000 Penalty: 5031.209473
	Iteration 101Q: 3 clusters Score -3544134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3544138.250000 Penalty: 5031.209473
	Iteration 102Q: 3 clusters Score -3544138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3544132.000000 Penalty: 5031.209473
	Iteration 103Q: 3 clusters Score -3544132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3544135.750000 Penalty: 5031.209473
	Iteration 104Q: 3 clusters Score -3544136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3544143.750000 Penalty: 5031.209473
	Iteration 105Q: 3 clusters Score -3544144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3544146.500000 Penalty: 5031.209473
	Iteration 106Q: 3 clusters Score -3544146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3544154.500000 Penalty: 5031.209473
	Iteration 107Q: 3 clusters Score -3544154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3544158.500000 Penalty: 5031.209473
	Iteration 108Q: 3 clusters Score -3544158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3544154.750000 Penalty: 5031.209473
	Iteration 109Q: 3 clusters Score -3544155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3544160.250000 Penalty: 5031.209473
	Iteration 110Q: 3 clusters Score -3544160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3544162.000000 Penalty: 5031.209473
	Iteration 111Q: 3 clusters Score -3544162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3544166.500000 Penalty: 5031.209473
	Iteration 112Q: 3 clusters Score -3544166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3544161.500000 Penalty: 5031.209473
	Iteration 113Q: 3 clusters Score -3544162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3544161.750000 Penalty: 5031.209473
	Iteration 114Q: 3 clusters Score -3544162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3544165.500000 Penalty: 5031.209473
	Iteration 115Q: 3 clusters Score -3544166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3544164.250000 Penalty: 5031.209473
	Iteration 116Q: 3 clusters Score -3544164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3544164.500000 Penalty: 5031.209473
	Iteration 117Q: 3 clusters Score -3544164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3544167.500000 Penalty: 5031.209473
	Iteration 118Q: 3 clusters Score -3544168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3544168.000000 Penalty: 5031.209473
	Iteration 119Q: 3 clusters Score -3544168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3544161.250000 Penalty: 5031.209473
	Iteration 120F: 3 clusters Score -3544161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3544165.500000 Penalty: 5031.209473
	Iteration 121Q: 3 clusters Score -3544166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3544165.000000 Penalty: 5031.209473
	Iteration 122Q: 3 clusters Score -3544165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3544161.250000 Penalty: 5031.209473
	Iteration 123Q: 3 clusters Score -3544161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3544161.250000 Penalty: 5031.209473
	Iteration 124F: 3 clusters Score -3544161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -111208.390625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -111208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109306.156250 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -109306.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109600.289062 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -109600.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109741.015625 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -109741 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -109863.921875 Penalty: 3398.187744
	Iteration 3Q: 3 clusters Score -109863.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110039.406250 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -110039.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -110249.484375 Penalty: 3398.187744
	Iteration 5F: 3 clusters Score -110249.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110429.968750 Penalty: 3398.187744
	Iteration 6F: 3 clusters Score -110430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -110601.812500 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -110601.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110711.640625 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -110711.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110767.257812 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -110767.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110830.328125 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -110830.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110901.976562 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -110902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -110971.757812 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -110971.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111065.023438 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -111065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111139.593750 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -111139.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111188.453125 Penalty: 3398.187744
	Iteration 15Q: 3 clusters Score -111188.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111220.812500 Penalty: 3398.187744
	Iteration 16Q: 3 clusters Score -111220.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111234.617188 Penalty: 3398.187744
	Iteration 17Q: 3 clusters Score -111234.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111251.335938 Penalty: 3398.187744
	Iteration 18Q: 3 clusters Score -111251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111255.335938 Penalty: 3398.187744
	Iteration 19Q: 3 clusters Score -111255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111255.335938 Penalty: 3398.187744
	Iteration 20F: 3 clusters Score -111255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165360 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50075 members 
Mstep: Class 4 contains 92583 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 109334 members 
Mstep: Class 8 contains 111710 members 
Mstep: Class 9 contains 233424 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25427 members 
Mstep: Class 12 contains 473 members 
Mstep: Class 13 contains 3966 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18789 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153802 members 
Mstep: Class 19 contains 36305 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 472 members 
Entering Unmasked Estep 
Score: -137452240.000000 Penalty: 82313.867188
Splitting cluster 12 changes total score from -137453088.000000 to -137452240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Entering Unmasked Estep 
Score: -533820.375000 Penalty: 2054.807129
	Iteration 0F: 2 clusters Score -533820.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -529897.625000 Penalty: 4109.614258
	Iteration 0F: 3 clusters Score -529897.6 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -530761.312500 Penalty: 4109.614258
	Iteration 1F: 3 clusters Score -530761.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -530932.125000 Penalty: 4109.614258
	Iteration 2F: 3 clusters Score -530932.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -531034.875000 Penalty: 4109.614258
	Iteration 3Q: 3 clusters Score -531034.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -531107.937500 Penalty: 4109.614258
	Iteration 4Q: 3 clusters Score -531107.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -531155.437500 Penalty: 4109.614258
	Iteration 5Q: 3 clusters Score -531155.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -531186.687500 Penalty: 4109.614258
	Iteration 6Q: 3 clusters Score -531186.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -531206.375000 Penalty: 4109.614258
	Iteration 7Q: 3 clusters Score -531206.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -531220.437500 Penalty: 4109.614258
	Iteration 8Q: 3 clusters Score -531220.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -531230.187500 Penalty: 4109.614258
	Iteration 9Q: 3 clusters Score -531230.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -531238.187500 Penalty: 4109.614258
	Iteration 10Q: 3 clusters Score -531238.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -531245.687500 Penalty: 4109.614258
	Iteration 11Q: 3 clusters Score -531245.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -531250.437500 Penalty: 4109.614258
	Iteration 12Q: 3 clusters Score -531250.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -531258.750000 Penalty: 4109.614258
	Iteration 13Q: 3 clusters Score -531258.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -531264.750000 Penalty: 4109.614258
	Iteration 14Q: 3 clusters Score -531264.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -531268.062500 Penalty: 4109.614258
	Iteration 15Q: 3 clusters Score -531268.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -531270.250000 Penalty: 4109.614258
	Iteration 16Q: 3 clusters Score -531270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -531271.875000 Penalty: 4109.614258
	Iteration 17Q: 3 clusters Score -531271.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -531274.312500 Penalty: 4109.614258
	Iteration 18Q: 3 clusters Score -531274.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -531275.812500 Penalty: 4109.614258
	Iteration 19Q: 3 clusters Score -531275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -531276.937500 Penalty: 4109.614258
	Iteration 20F: 3 clusters Score -531276.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -531280.875000 Penalty: 4109.614258
	Iteration 21Q: 3 clusters Score -531280.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -531282.062500 Penalty: 4109.614258
	Iteration 22Q: 3 clusters Score -531282.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -531285.812500 Penalty: 4109.614258
	Iteration 23Q: 3 clusters Score -531285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -531288.375000 Penalty: 4109.614258
	Iteration 24Q: 3 clusters Score -531288.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -531291.312500 Penalty: 4109.614258
	Iteration 25Q: 3 clusters Score -531291.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -531295.250000 Penalty: 4109.614258
	Iteration 26Q: 3 clusters Score -531295.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -531299.000000 Penalty: 4109.614258
	Iteration 27Q: 3 clusters Score -531299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -531302.000000 Penalty: 4109.614258
	Iteration 28Q: 3 clusters Score -531302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -531304.750000 Penalty: 4109.614258
	Iteration 29Q: 3 clusters Score -531304.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -531307.187500 Penalty: 4109.614258
	Iteration 30Q: 3 clusters Score -531307.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -531310.250000 Penalty: 4109.614258
	Iteration 31Q: 3 clusters Score -531310.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -531313.187500 Penalty: 4109.614258
	Iteration 32Q: 3 clusters Score -531313.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -531317.375000 Penalty: 4109.614258
	Iteration 33Q: 3 clusters Score -531317.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -531320.687500 Penalty: 4109.614258
	Iteration 34Q: 3 clusters Score -531320.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -531322.062500 Penalty: 4109.614258
	Iteration 35Q: 3 clusters Score -531322.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -531323.500000 Penalty: 4109.614258
	Iteration 36Q: 3 clusters Score -531323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -531325.062500 Penalty: 4109.614258
	Iteration 37Q: 3 clusters Score -531325.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -531326.812500 Penalty: 4109.614258
	Iteration 38Q: 3 clusters Score -531326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -531328.625000 Penalty: 4109.614258
	Iteration 39Q: 3 clusters Score -531328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -531330.437500 Penalty: 4109.614258
	Iteration 40F: 3 clusters Score -531330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -531333.937500 Penalty: 4109.614258
	Iteration 41Q: 3 clusters Score -531333.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -531336.500000 Penalty: 4109.614258
	Iteration 42Q: 3 clusters Score -531336.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -531340.250000 Penalty: 4109.614258
	Iteration 43Q: 3 clusters Score -531340.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -531342.187500 Penalty: 4109.614258
	Iteration 44Q: 3 clusters Score -531342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -531346.125000 Penalty: 4109.614258
	Iteration 45Q: 3 clusters Score -531346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -531349.500000 Penalty: 4109.614258
	Iteration 46Q: 3 clusters Score -531349.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -531352.062500 Penalty: 4109.614258
	Iteration 47Q: 3 clusters Score -531352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -531353.250000 Penalty: 4109.614258
	Iteration 48Q: 3 clusters Score -531353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -531354.812500 Penalty: 4109.614258
	Iteration 49Q: 3 clusters Score -531354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -531357.125000 Penalty: 4109.614258
	Iteration 50Q: 3 clusters Score -531357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -531359.687500 Penalty: 4109.614258
	Iteration 51Q: 3 clusters Score -531359.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -531360.562500 Penalty: 4109.614258
	Iteration 52Q: 3 clusters Score -531360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -531363.937500 Penalty: 4109.614258
	Iteration 53Q: 3 clusters Score -531363.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -531366.562500 Penalty: 4109.614258
	Iteration 54Q: 3 clusters Score -531366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -531367.187500 Penalty: 4109.614258
	Iteration 55Q: 3 clusters Score -531367.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -531368.875000 Penalty: 4109.614258
	Iteration 56Q: 3 clusters Score -531368.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -531371.812500 Penalty: 4109.614258
	Iteration 57Q: 3 clusters Score -531371.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -531373.812500 Penalty: 4109.614258
	Iteration 58Q: 3 clusters Score -531373.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -531379.062500 Penalty: 4109.614258
	Iteration 59Q: 3 clusters Score -531379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -531382.375000 Penalty: 4109.614258
	Iteration 60F: 3 clusters Score -531382.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -531386.062500 Penalty: 4109.614258
	Iteration 61Q: 3 clusters Score -531386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -531387.750000 Penalty: 4109.614258
	Iteration 62Q: 3 clusters Score -531387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -531389.812500 Penalty: 4109.614258
	Iteration 63Q: 3 clusters Score -531389.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -531391.125000 Penalty: 4109.614258
	Iteration 64Q: 3 clusters Score -531391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -531392.625000 Penalty: 4109.614258
	Iteration 65Q: 3 clusters Score -531392.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -531395.625000 Penalty: 4109.614258
	Iteration 66Q: 3 clusters Score -531395.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -531396.562500 Penalty: 4109.614258
	Iteration 67Q: 3 clusters Score -531396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -531398.750000 Penalty: 4109.614258
	Iteration 68Q: 3 clusters Score -531398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -531399.812500 Penalty: 4109.614258
	Iteration 69Q: 3 clusters Score -531399.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -531401.187500 Penalty: 4109.614258
	Iteration 70Q: 3 clusters Score -531401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -531402.312500 Penalty: 4109.614258
	Iteration 71Q: 3 clusters Score -531402.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -531403.562500 Penalty: 4109.614258
	Iteration 72Q: 3 clusters Score -531403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -531405.812500 Penalty: 4109.614258
	Iteration 73Q: 3 clusters Score -531405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -531407.312500 Penalty: 4109.614258
	Iteration 74Q: 3 clusters Score -531407.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -531410.250000 Penalty: 4109.614258
	Iteration 75Q: 3 clusters Score -531410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -531412.562500 Penalty: 4109.614258
	Iteration 76Q: 3 clusters Score -531412.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -531417.312500 Penalty: 4109.614258
	Iteration 77Q: 3 clusters Score -531417.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -531422.250000 Penalty: 4109.614258
	Iteration 78Q: 3 clusters Score -531422.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -531429.000000 Penalty: 4109.614258
	Iteration 79Q: 3 clusters Score -531429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -531437.125000 Penalty: 4109.614258
	Iteration 80F: 3 clusters Score -531437.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -531444.812500 Penalty: 4109.614258
	Iteration 81Q: 3 clusters Score -531444.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -531454.812500 Penalty: 4109.614258
	Iteration 82Q: 3 clusters Score -531454.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -531461.125000 Penalty: 4109.614258
	Iteration 83Q: 3 clusters Score -531461.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -531470.687500 Penalty: 4109.614258
	Iteration 84Q: 3 clusters Score -531470.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -531476.812500 Penalty: 4109.614258
	Iteration 85Q: 3 clusters Score -531476.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -531488.812500 Penalty: 4109.614258
	Iteration 86Q: 3 clusters Score -531488.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -531496.375000 Penalty: 4109.614258
	Iteration 87Q: 3 clusters Score -531496.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -531504.375000 Penalty: 4109.614258
	Iteration 88Q: 3 clusters Score -531504.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -531509.312500 Penalty: 4109.614258
	Iteration 89Q: 3 clusters Score -531509.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -531514.937500 Penalty: 4109.614258
	Iteration 90Q: 3 clusters Score -531514.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -531523.250000 Penalty: 4109.614258
	Iteration 91Q: 3 clusters Score -531523.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -531528.687500 Penalty: 4109.614258
	Iteration 92Q: 3 clusters Score -531528.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -531533.937500 Penalty: 4109.614258
	Iteration 93Q: 3 clusters Score -531533.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -531540.125000 Penalty: 4109.614258
	Iteration 94Q: 3 clusters Score -531540.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -531547.750000 Penalty: 4109.614258
	Iteration 95Q: 3 clusters Score -531547.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -531554.062500 Penalty: 4109.614258
	Iteration 96Q: 3 clusters Score -531554.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -531563.500000 Penalty: 4109.614258
	Iteration 97Q: 3 clusters Score -531563.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -531579.437500 Penalty: 4109.614258
	Iteration 98Q: 3 clusters Score -531579.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -531592.500000 Penalty: 4109.614258
	Iteration 99Q: 3 clusters Score -531592.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -531599.437500 Penalty: 4109.614258
	Iteration 100F: 3 clusters Score -531599.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -531602.750000 Penalty: 4109.614258
	Iteration 101Q: 3 clusters Score -531602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -531607.000000 Penalty: 4109.614258
	Iteration 102Q: 3 clusters Score -531607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -531608.937500 Penalty: 4109.614258
	Iteration 103Q: 3 clusters Score -531608.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -531610.437500 Penalty: 4109.614258
	Iteration 104Q: 3 clusters Score -531610.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -531615.312500 Penalty: 4109.614258
	Iteration 105Q: 3 clusters Score -531615.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -531621.000000 Penalty: 4109.614258
	Iteration 106Q: 3 clusters Score -531621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -531628.250000 Penalty: 4109.614258
	Iteration 107Q: 3 clusters Score -531628.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -531638.875000 Penalty: 4109.614258
	Iteration 108Q: 3 clusters Score -531638.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -531654.937500 Penalty: 4109.614258
	Iteration 109Q: 3 clusters Score -531654.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -531669.312500 Penalty: 4109.614258
	Iteration 110Q: 3 clusters Score -531669.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -531680.437500 Penalty: 4109.614258
	Iteration 111Q: 3 clusters Score -531680.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -531692.500000 Penalty: 4109.614258
	Iteration 112Q: 3 clusters Score -531692.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -531704.312500 Penalty: 4109.614258
	Iteration 113Q: 3 clusters Score -531704.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -531717.500000 Penalty: 4109.614258
	Iteration 114Q: 3 clusters Score -531717.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -531724.437500 Penalty: 4109.614258
	Iteration 115Q: 3 clusters Score -531724.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -531732.250000 Penalty: 4109.614258
	Iteration 116Q: 3 clusters Score -531732.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -531737.937500 Penalty: 4109.614258
	Iteration 117Q: 3 clusters Score -531737.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -531744.125000 Penalty: 4109.614258
	Iteration 118Q: 3 clusters Score -531744.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -531751.750000 Penalty: 4109.614258
	Iteration 119Q: 3 clusters Score -531751.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -531759.437500 Penalty: 4109.614258
	Iteration 120F: 3 clusters Score -531759.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -531767.375000 Penalty: 4109.614258
	Iteration 121Q: 3 clusters Score -531767.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -531777.812500 Penalty: 4109.614258
	Iteration 122Q: 3 clusters Score -531777.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -531789.500000 Penalty: 4109.614258
	Iteration 123Q: 3 clusters Score -531789.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -531804.812500 Penalty: 4109.614258
	Iteration 124Q: 3 clusters Score -531804.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -531825.375000 Penalty: 4109.614258
	Iteration 125Q: 3 clusters Score -531825.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -531839.500000 Penalty: 4109.614258
	Iteration 126Q: 3 clusters Score -531839.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -531847.125000 Penalty: 4109.614258
	Iteration 127Q: 3 clusters Score -531847.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -531853.000000 Penalty: 4109.614258
	Iteration 128Q: 3 clusters Score -531853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -531856.750000 Penalty: 4109.614258
	Iteration 129Q: 3 clusters Score -531856.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -531860.875000 Penalty: 4109.614258
	Iteration 130Q: 3 clusters Score -531860.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -531864.312500 Penalty: 4109.614258
	Iteration 131Q: 3 clusters Score -531864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -531868.500000 Penalty: 4109.614258
	Iteration 132Q: 3 clusters Score -531868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -531872.187500 Penalty: 4109.614258
	Iteration 133Q: 3 clusters Score -531872.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -531879.812500 Penalty: 4109.614258
	Iteration 134Q: 3 clusters Score -531879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -531886.500000 Penalty: 4109.614258
	Iteration 135Q: 3 clusters Score -531886.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -531892.437500 Penalty: 4109.614258
	Iteration 136Q: 3 clusters Score -531892.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -531902.250000 Penalty: 4109.614258
	Iteration 137Q: 3 clusters Score -531902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -531905.062500 Penalty: 4109.614258
	Iteration 138Q: 3 clusters Score -531905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -531905.937500 Penalty: 4109.614258
	Iteration 139Q: 3 clusters Score -531905.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -531908.875000 Penalty: 4109.614258
	Iteration 140F: 3 clusters Score -531908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -531911.500000 Penalty: 4109.614258
	Iteration 141Q: 3 clusters Score -531911.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -531916.062500 Penalty: 4109.614258
	Iteration 142Q: 3 clusters Score -531916.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -531922.875000 Penalty: 4109.614258
	Iteration 143Q: 3 clusters Score -531922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -531924.500000 Penalty: 4109.614258
	Iteration 144Q: 3 clusters Score -531924.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -531928.250000 Penalty: 4109.614258
	Iteration 145Q: 3 clusters Score -531928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -531932.500000 Penalty: 4109.614258
	Iteration 146Q: 3 clusters Score -531932.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -531938.625000 Penalty: 4109.614258
	Iteration 147Q: 3 clusters Score -531938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -531940.750000 Penalty: 4109.614258
	Iteration 148Q: 3 clusters Score -531940.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -531942.562500 Penalty: 4109.614258
	Iteration 149Q: 3 clusters Score -531942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -531944.375000 Penalty: 4109.614258
	Iteration 150Q: 3 clusters Score -531944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -531948.000000 Penalty: 4109.614258
	Iteration 151Q: 3 clusters Score -531948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -531949.125000 Penalty: 4109.614258
	Iteration 152Q: 3 clusters Score -531949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -531951.562500 Penalty: 4109.614258
	Iteration 153Q: 3 clusters Score -531951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -531953.312500 Penalty: 4109.614258
	Iteration 154Q: 3 clusters Score -531953.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -531954.812500 Penalty: 4109.614258
	Iteration 155Q: 3 clusters Score -531954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -531959.875000 Penalty: 4109.614258
	Iteration 156Q: 3 clusters Score -531959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -531963.125000 Penalty: 4109.614258
	Iteration 157Q: 3 clusters Score -531963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -531964.250000 Penalty: 4109.614258
	Iteration 158Q: 3 clusters Score -531964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -531967.062500 Penalty: 4109.614258
	Iteration 159Q: 3 clusters Score -531967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -531969.437500 Penalty: 4109.614258
	Iteration 160F: 3 clusters Score -531969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -531971.000000 Penalty: 4109.614258
	Iteration 161Q: 3 clusters Score -531971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -531973.000000 Penalty: 4109.614258
	Iteration 162Q: 3 clusters Score -531973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -531973.000000 Penalty: 4109.614258
	Iteration 163F: 3 clusters Score -531973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -161906.343750 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -161906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -159847.203125 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -159847.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -160213.671875 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -160213.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -160329.531250 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -160329.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -160381.062500 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -160381.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -160411.515625 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -160411.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -160431.000000 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -160431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -160442.703125 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -160442.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -160447.953125 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -160448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -160455.234375 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -160455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -160459.843750 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -160459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -160465.578125 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -160465.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -160465.578125 Penalty: 3519.563232
	Iteration 11F: 3 clusters Score -160465.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Entering Unmasked Estep 
Score: -2615331.000000 Penalty: 2440.574707
	Iteration 0F: 2 clusters Score -2615331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2602078.750000 Penalty: 4881.149414
	Iteration 0F: 3 clusters Score -2602079 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2606580.250000 Penalty: 4881.149414
	Iteration 1F: 3 clusters Score -2606580 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2607019.000000 Penalty: 4881.149414
	Iteration 2F: 3 clusters Score -2607019 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2607446.750000 Penalty: 4881.149414
	Iteration 3F: 3 clusters Score -2607447 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2607920.250000 Penalty: 4881.149414
	Iteration 4F: 3 clusters Score -2607920 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2608537.000000 Penalty: 4881.149414
	Iteration 5F: 3 clusters Score -2608537 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2609328.000000 Penalty: 4881.149414
	Iteration 6F: 3 clusters Score -2609328 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2610341.750000 Penalty: 4881.149414
	Iteration 7F: 3 clusters Score -2610342 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2611283.250000 Penalty: 4881.149414
	Iteration 8F: 3 clusters Score -2611283 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2612017.000000 Penalty: 4881.149414
	Iteration 9Q: 3 clusters Score -2612017 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2612563.000000 Penalty: 4881.149414
	Iteration 10Q: 3 clusters Score -2612563 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2612841.000000 Penalty: 4881.149414
	Iteration 11Q: 3 clusters Score -2612841 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2612973.500000 Penalty: 4881.149414
	Iteration 12Q: 3 clusters Score -2612974 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2613040.500000 Penalty: 4881.149414
	Iteration 13Q: 3 clusters Score -2613040 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2613083.250000 Penalty: 4881.149414
	Iteration 14Q: 3 clusters Score -2613083 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2613121.500000 Penalty: 4881.149414
	Iteration 15Q: 3 clusters Score -2613122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2613146.250000 Penalty: 4881.149414
	Iteration 16Q: 3 clusters Score -2613146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2613163.750000 Penalty: 4881.149414
	Iteration 17Q: 3 clusters Score -2613164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2613183.750000 Penalty: 4881.149414
	Iteration 18Q: 3 clusters Score -2613184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2613198.000000 Penalty: 4881.149414
	Iteration 19Q: 3 clusters Score -2613198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2613203.250000 Penalty: 4881.149414
	Iteration 20F: 3 clusters Score -2613203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2613213.250000 Penalty: 4881.149414
	Iteration 21Q: 3 clusters Score -2613213 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2613237.250000 Penalty: 4881.149414
	Iteration 22Q: 3 clusters Score -2613237 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2613253.500000 Penalty: 4881.149414
	Iteration 23Q: 3 clusters Score -2613254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2613277.250000 Penalty: 4881.149414
	Iteration 24Q: 3 clusters Score -2613277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2613278.750000 Penalty: 4881.149414
	Iteration 25Q: 3 clusters Score -2613279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2613286.000000 Penalty: 4881.149414
	Iteration 26Q: 3 clusters Score -2613286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2613295.750000 Penalty: 4881.149414
	Iteration 27Q: 3 clusters Score -2613296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2613299.750000 Penalty: 4881.149414
	Iteration 28Q: 3 clusters Score -2613300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2613302.250000 Penalty: 4881.149414
	Iteration 29Q: 3 clusters Score -2613302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2613307.500000 Penalty: 4881.149414
	Iteration 30Q: 3 clusters Score -2613308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2613313.000000 Penalty: 4881.149414
	Iteration 31Q: 3 clusters Score -2613313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2613314.000000 Penalty: 4881.149414
	Iteration 32Q: 3 clusters Score -2613314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2613314.750000 Penalty: 4881.149414
	Iteration 33Q: 3 clusters Score -2613315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2613317.500000 Penalty: 4881.149414
	Iteration 34Q: 3 clusters Score -2613318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2613330.500000 Penalty: 4881.149414
	Iteration 35Q: 3 clusters Score -2613330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2613333.500000 Penalty: 4881.149414
	Iteration 36Q: 3 clusters Score -2613334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2613333.250000 Penalty: 4881.149414
	Iteration 37Q: 3 clusters Score -2613333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2613343.000000 Penalty: 4881.149414
	Iteration 38Q: 3 clusters Score -2613343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2613345.750000 Penalty: 4881.149414
	Iteration 39Q: 3 clusters Score -2613346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2613350.250000 Penalty: 4881.149414
	Iteration 40F: 3 clusters Score -2613350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2613347.750000 Penalty: 4881.149414
	Iteration 41Q: 3 clusters Score -2613348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2613354.500000 Penalty: 4881.149414
	Iteration 42Q: 3 clusters Score -2613354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2613360.250000 Penalty: 4881.149414
	Iteration 43Q: 3 clusters Score -2613360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2613373.000000 Penalty: 4881.149414
	Iteration 44Q: 3 clusters Score -2613373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2613389.250000 Penalty: 4881.149414
	Iteration 45Q: 3 clusters Score -2613389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2613389.750000 Penalty: 4881.149414
	Iteration 46Q: 3 clusters Score -2613390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2613387.750000 Penalty: 4881.149414
	Iteration 47Q: 3 clusters Score -2613388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2613391.250000 Penalty: 4881.149414
	Iteration 48Q: 3 clusters Score -2613391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2613401.750000 Penalty: 4881.149414
	Iteration 49Q: 3 clusters Score -2613402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2613404.250000 Penalty: 4881.149414
	Iteration 50Q: 3 clusters Score -2613404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2613407.750000 Penalty: 4881.149414
	Iteration 51Q: 3 clusters Score -2613408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2613415.500000 Penalty: 4881.149414
	Iteration 52Q: 3 clusters Score -2613416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2613417.000000 Penalty: 4881.149414
	Iteration 53Q: 3 clusters Score -2613417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2613427.750000 Penalty: 4881.149414
	Iteration 54Q: 3 clusters Score -2613428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2613432.000000 Penalty: 4881.149414
	Iteration 55Q: 3 clusters Score -2613432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2613434.250000 Penalty: 4881.149414
	Iteration 56Q: 3 clusters Score -2613434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2613438.750000 Penalty: 4881.149414
	Iteration 57Q: 3 clusters Score -2613439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2613442.750000 Penalty: 4881.149414
	Iteration 58Q: 3 clusters Score -2613443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2613446.250000 Penalty: 4881.149414
	Iteration 59Q: 3 clusters Score -2613446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2613444.250000 Penalty: 4881.149414
	Iteration 60F: 3 clusters Score -2613444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2613443.500000 Penalty: 4881.149414
	Iteration 61Q: 3 clusters Score -2613444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2613443.500000 Penalty: 4881.149414
	Iteration 62F: 3 clusters Score -2613444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Entering Unmasked Estep 
Score: -502910.062500 Penalty: 2051.597412
	Iteration 0F: 2 clusters Score -502910.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -499065.687500 Penalty: 4103.194824
	Iteration 0F: 3 clusters Score -499065.7 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -499940.781250 Penalty: 4103.194824
	Iteration 1F: 3 clusters Score -499940.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -500137.156250 Penalty: 4103.194824
	Iteration 2F: 3 clusters Score -500137.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -500259.968750 Penalty: 4103.194824
	Iteration 3F: 3 clusters Score -500260 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -500352.375000 Penalty: 4103.194824
	Iteration 4Q: 3 clusters Score -500352.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -500413.562500 Penalty: 4103.194824
	Iteration 5Q: 3 clusters Score -500413.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -500454.000000 Penalty: 4103.194824
	Iteration 6Q: 3 clusters Score -500454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -500502.156250 Penalty: 4103.194824
	Iteration 7Q: 3 clusters Score -500502.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -500554.781250 Penalty: 4103.194824
	Iteration 8Q: 3 clusters Score -500554.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -500602.718750 Penalty: 4103.194824
	Iteration 9Q: 3 clusters Score -500602.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -500657.593750 Penalty: 4103.194824
	Iteration 10Q: 3 clusters Score -500657.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -500700.906250 Penalty: 4103.194824
	Iteration 11Q: 3 clusters Score -500700.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -500736.718750 Penalty: 4103.194824
	Iteration 12Q: 3 clusters Score -500736.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -500769.687500 Penalty: 4103.194824
	Iteration 13Q: 3 clusters Score -500769.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -500795.593750 Penalty: 4103.194824
	Iteration 14Q: 3 clusters Score -500795.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -500824.656250 Penalty: 4103.194824
	Iteration 15Q: 3 clusters Score -500824.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -500850.968750 Penalty: 4103.194824
	Iteration 16Q: 3 clusters Score -500851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -500868.343750 Penalty: 4103.194824
	Iteration 17Q: 3 clusters Score -500868.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -500887.781250 Penalty: 4103.194824
	Iteration 18Q: 3 clusters Score -500887.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -500900.500000 Penalty: 4103.194824
	Iteration 19Q: 3 clusters Score -500900.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -500915.312500 Penalty: 4103.194824
	Iteration 20F: 3 clusters Score -500915.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -500925.468750 Penalty: 4103.194824
	Iteration 21Q: 3 clusters Score -500925.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -500938.750000 Penalty: 4103.194824
	Iteration 22Q: 3 clusters Score -500938.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -500948.156250 Penalty: 4103.194824
	Iteration 23Q: 3 clusters Score -500948.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -500960.218750 Penalty: 4103.194824
	Iteration 24Q: 3 clusters Score -500960.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -500973.062500 Penalty: 4103.194824
	Iteration 25Q: 3 clusters Score -500973.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -500985.812500 Penalty: 4103.194824
	Iteration 26Q: 3 clusters Score -500985.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -500997.343750 Penalty: 4103.194824
	Iteration 27Q: 3 clusters Score -500997.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -501007.218750 Penalty: 4103.194824
	Iteration 28Q: 3 clusters Score -501007.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -501021.718750 Penalty: 4103.194824
	Iteration 29Q: 3 clusters Score -501021.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -501035.687500 Penalty: 4103.194824
	Iteration 30Q: 3 clusters Score -501035.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -501049.687500 Penalty: 4103.194824
	Iteration 31Q: 3 clusters Score -501049.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -501066.218750 Penalty: 4103.194824
	Iteration 32Q: 3 clusters Score -501066.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -501078.656250 Penalty: 4103.194824
	Iteration 33Q: 3 clusters Score -501078.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -501089.843750 Penalty: 4103.194824
	Iteration 34Q: 3 clusters Score -501089.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -501102.281250 Penalty: 4103.194824
	Iteration 35Q: 3 clusters Score -501102.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -501118.875000 Penalty: 4103.194824
	Iteration 36Q: 3 clusters Score -501118.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -501136.312500 Penalty: 4103.194824
	Iteration 37Q: 3 clusters Score -501136.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -501150.500000 Penalty: 4103.194824
	Iteration 38Q: 3 clusters Score -501150.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -501164.343750 Penalty: 4103.194824
	Iteration 39Q: 3 clusters Score -501164.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -501186.125000 Penalty: 4103.194824
	Iteration 40F: 3 clusters Score -501186.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -501201.156250 Penalty: 4103.194824
	Iteration 41Q: 3 clusters Score -501201.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -501218.500000 Penalty: 4103.194824
	Iteration 42Q: 3 clusters Score -501218.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -501235.437500 Penalty: 4103.194824
	Iteration 43Q: 3 clusters Score -501235.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -501244.937500 Penalty: 4103.194824
	Iteration 44Q: 3 clusters Score -501244.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -501250.968750 Penalty: 4103.194824
	Iteration 45Q: 3 clusters Score -501251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -501257.156250 Penalty: 4103.194824
	Iteration 46Q: 3 clusters Score -501257.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -501266.437500 Penalty: 4103.194824
	Iteration 47Q: 3 clusters Score -501266.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -501277.281250 Penalty: 4103.194824
	Iteration 48Q: 3 clusters Score -501277.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -501287.125000 Penalty: 4103.194824
	Iteration 49Q: 3 clusters Score -501287.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -501291.625000 Penalty: 4103.194824
	Iteration 50Q: 3 clusters Score -501291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -501294.531250 Penalty: 4103.194824
	Iteration 51Q: 3 clusters Score -501294.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -501297.281250 Penalty: 4103.194824
	Iteration 52Q: 3 clusters Score -501297.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -501300.218750 Penalty: 4103.194824
	Iteration 53Q: 3 clusters Score -501300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -501303.906250 Penalty: 4103.194824
	Iteration 54Q: 3 clusters Score -501303.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -501309.406250 Penalty: 4103.194824
	Iteration 55Q: 3 clusters Score -501309.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -501311.125000 Penalty: 4103.194824
	Iteration 56Q: 3 clusters Score -501311.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -501313.562500 Penalty: 4103.194824
	Iteration 57Q: 3 clusters Score -501313.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -501317.281250 Penalty: 4103.194824
	Iteration 58Q: 3 clusters Score -501317.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -501322.187500 Penalty: 4103.194824
	Iteration 59Q: 3 clusters Score -501322.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -501334.062500 Penalty: 4103.194824
	Iteration 60F: 3 clusters Score -501334.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -501347.875000 Penalty: 4103.194824
	Iteration 61Q: 3 clusters Score -501347.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -501365.156250 Penalty: 4103.194824
	Iteration 62Q: 3 clusters Score -501365.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -501383.968750 Penalty: 4103.194824
	Iteration 63Q: 3 clusters Score -501384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -501421.875000 Penalty: 4103.194824
	Iteration 64Q: 3 clusters Score -501421.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -501463.625000 Penalty: 4103.194824
	Iteration 65Q: 3 clusters Score -501463.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -501520.687500 Penalty: 4103.194824
	Iteration 66Q: 3 clusters Score -501520.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -501585.812500 Penalty: 4103.194824
	Iteration 67Q: 3 clusters Score -501585.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -501652.843750 Penalty: 4103.194824
	Iteration 68Q: 3 clusters Score -501652.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -501719.625000 Penalty: 4103.194824
	Iteration 69Q: 3 clusters Score -501719.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -501789.875000 Penalty: 4103.194824
	Iteration 70Q: 3 clusters Score -501789.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -501860.406250 Penalty: 4103.194824
	Iteration 71Q: 3 clusters Score -501860.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -501908.656250 Penalty: 4103.194824
	Iteration 72Q: 3 clusters Score -501908.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -501939.000000 Penalty: 4103.194824
	Iteration 73Q: 3 clusters Score -501939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -501947.125000 Penalty: 4103.194824
	Iteration 74Q: 3 clusters Score -501947.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -501953.093750 Penalty: 4103.194824
	Iteration 75Q: 3 clusters Score -501953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -501955.968750 Penalty: 4103.194824
	Iteration 76Q: 3 clusters Score -501956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -501958.000000 Penalty: 4103.194824
	Iteration 77Q: 3 clusters Score -501958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -501957.812500 Penalty: 4103.194824
	Iteration 78Q: 3 clusters Score -501957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -501957.968750 Penalty: 4103.194824
	Iteration 79Q: 3 clusters Score -501958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -501958.937500 Penalty: 4103.194824
	Iteration 80F: 3 clusters Score -501958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -501959.031250 Penalty: 4103.194824
	Iteration 81Q: 3 clusters Score -501959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -501960.125000 Penalty: 4103.194824
	Iteration 82Q: 3 clusters Score -501960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -501960.125000 Penalty: 4103.194824
	Iteration 83F: 3 clusters Score -501960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -12104.263672 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -12104.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11342.998047 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -11343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11352.289062 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -11352.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11352.289062 Penalty: 2340.375244
	Iteration 2F: 3 clusters Score -11352.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (153802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153802 members 
Entering Unmasked Estep 
Score: -21226958.000000 Penalty: 2961.968506
	Iteration 0F: 2 clusters Score -2.122696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 76875 members 
Entering Unmasked Estep 
Score: -21125942.000000 Penalty: 5923.937012
	Iteration 0F: 3 clusters Score -2.112594e+07 nChanged 73184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -21168148.000000 Penalty: 5923.937012
	Iteration 1F: 3 clusters Score -2.116815e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -21169174.000000 Penalty: 5923.937012
	Iteration 2Q: 3 clusters Score -2.116917e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -21170218.000000 Penalty: 5923.937012
	Iteration 3Q: 3 clusters Score -2.117022e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -21171390.000000 Penalty: 5923.937012
	Iteration 4Q: 3 clusters Score -2.117139e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -21172892.000000 Penalty: 5923.937012
	Iteration 5Q: 3 clusters Score -2.117289e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -21174684.000000 Penalty: 5923.937012
	Iteration 6Q: 3 clusters Score -2.117468e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -21177288.000000 Penalty: 5923.937012
	Iteration 7Q: 3 clusters Score -2.117729e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 96301 members 
Entering Unmasked Estep 
Score: -21181130.000000 Penalty: 5923.937012
	Iteration 8F: 3 clusters Score -2.118113e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -21186250.000000 Penalty: 5923.937012
	Iteration 9F: 3 clusters Score -2.118625e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 112542 members 
Entering Unmasked Estep 
Score: -21193224.000000 Penalty: 5923.937012
	Iteration 10F: 3 clusters Score -2.119322e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 121501 members 
Entering Unmasked Estep 
Score: -21200742.000000 Penalty: 5923.937012
	Iteration 11F: 3 clusters Score -2.120074e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 129629 members 
Entering Unmasked Estep 
Score: -21207968.000000 Penalty: 5923.937012
	Iteration 12F: 3 clusters Score -2.120797e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 135742 members 
Entering Unmasked Estep 
Score: -21213400.000000 Penalty: 5923.937012
	Iteration 13Q: 3 clusters Score -2.12134e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 140454 members 
Entering Unmasked Estep 
Score: -21217112.000000 Penalty: 5923.937012
	Iteration 14Q: 3 clusters Score -2.121711e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 144002 members 
Entering Unmasked Estep 
Score: -21219614.000000 Penalty: 5923.937012
	Iteration 15Q: 3 clusters Score -2.121961e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 146624 members 
Entering Unmasked Estep 
Score: -21221290.000000 Penalty: 5923.937012
	Iteration 16Q: 3 clusters Score -2.122129e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -21222270.000000 Penalty: 5923.937012
	Iteration 17Q: 3 clusters Score -2.122227e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 149999 members 
Entering Unmasked Estep 
Score: -21222918.000000 Penalty: 5923.937012
	Iteration 18Q: 3 clusters Score -2.122292e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 151064 members 
Entering Unmasked Estep 
Score: -21223520.000000 Penalty: 5923.937012
	Iteration 19Q: 3 clusters Score -2.122352e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 151806 members 
Entering Unmasked Estep 
Score: -21223864.000000 Penalty: 5923.937012
	Iteration 20F: 3 clusters Score -2.122386e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 152315 members 
Entering Unmasked Estep 
Score: -21224086.000000 Penalty: 5923.937012
	Iteration 21Q: 3 clusters Score -2.122409e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 152643 members 
Entering Unmasked Estep 
Score: -21224310.000000 Penalty: 5923.937012
	Iteration 22Q: 3 clusters Score -2.122431e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 152825 members 
Entering Unmasked Estep 
Score: -21224396.000000 Penalty: 5923.937012
	Iteration 23Q: 3 clusters Score -2.12244e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 152953 members 
Entering Unmasked Estep 
Score: -21224454.000000 Penalty: 5923.937012
	Iteration 24Q: 3 clusters Score -2.122445e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 153029 members 
Entering Unmasked Estep 
Score: -21224490.000000 Penalty: 5923.937012
	Iteration 25Q: 3 clusters Score -2.122449e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 153079 members 
Entering Unmasked Estep 
Score: -21224508.000000 Penalty: 5923.937012
	Iteration 26Q: 3 clusters Score -2.122451e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 153107 members 
Entering Unmasked Estep 
Score: -21224504.000000 Penalty: 5923.937012
	Iteration 27Q: 3 clusters Score -2.12245e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 153127 members 
Entering Unmasked Estep 
Score: -21224524.000000 Penalty: 5923.937012
	Iteration 28Q: 3 clusters Score -2.122452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 153139 members 
Entering Unmasked Estep 
Score: -21224542.000000 Penalty: 5923.937012
	Iteration 29Q: 3 clusters Score -2.122454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 153144 members 
Entering Unmasked Estep 
Score: -21224538.000000 Penalty: 5923.937012
	Iteration 30Q: 3 clusters Score -2.122454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 153150 members 
Entering Unmasked Estep 
Score: -21224546.000000 Penalty: 5923.937012
	Iteration 31Q: 3 clusters Score -2.122455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 153162 members 
Entering Unmasked Estep 
Score: -21224562.000000 Penalty: 5923.937012
	Iteration 32Q: 3 clusters Score -2.122456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 153174 members 
Entering Unmasked Estep 
Score: -21224576.000000 Penalty: 5923.937012
	Iteration 33Q: 3 clusters Score -2.122458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 153183 members 
Entering Unmasked Estep 
Score: -21224594.000000 Penalty: 5923.937012
	Iteration 34Q: 3 clusters Score -2.122459e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 153194 members 
Entering Unmasked Estep 
Score: -21224594.000000 Penalty: 5923.937012
	Iteration 35Q: 3 clusters Score -2.122459e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 153202 members 
Entering Unmasked Estep 
Score: -21224602.000000 Penalty: 5923.937012
	Iteration 36Q: 3 clusters Score -2.12246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 153209 members 
Entering Unmasked Estep 
Score: -21224618.000000 Penalty: 5923.937012
	Iteration 37Q: 3 clusters Score -2.122462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 153206 members 
Entering Unmasked Estep 
Score: -21224616.000000 Penalty: 5923.937012
	Iteration 38Q: 3 clusters Score -2.122462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 153208 members 
Entering Unmasked Estep 
Score: -21224610.000000 Penalty: 5923.937012
	Iteration 39Q: 3 clusters Score -2.122461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -21224616.000000 Penalty: 5923.937012
	Iteration 40F: 3 clusters Score -2.122462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -21224616.000000 Penalty: 5923.937012
	Iteration 41Q: 3 clusters Score -2.122462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -21224618.000000 Penalty: 5923.937012
	Iteration 42Q: 3 clusters Score -2.122462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 153216 members 
Entering Unmasked Estep 
Score: -21224614.000000 Penalty: 5923.937012
	Iteration 43Q: 3 clusters Score -2.122461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 153218 members 
Entering Unmasked Estep 
Score: -21224628.000000 Penalty: 5923.937012
	Iteration 44Q: 3 clusters Score -2.122463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 153222 members 
Entering Unmasked Estep 
Score: -21224632.000000 Penalty: 5923.937012
	Iteration 45Q: 3 clusters Score -2.122463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 153221 members 
Entering Unmasked Estep 
Score: -21224638.000000 Penalty: 5923.937012
	Iteration 46Q: 3 clusters Score -2.122464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 153224 members 
Entering Unmasked Estep 
Score: -21224634.000000 Penalty: 5923.937012
	Iteration 47Q: 3 clusters Score -2.122463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 153229 members 
Entering Unmasked Estep 
Score: -21224648.000000 Penalty: 5923.937012
	Iteration 48Q: 3 clusters Score -2.122465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 153228 members 
Entering Unmasked Estep 
Score: -21224654.000000 Penalty: 5923.937012
	Iteration 49Q: 3 clusters Score -2.122465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 153229 members 
Entering Unmasked Estep 
Score: -21224672.000000 Penalty: 5923.937012
	Iteration 50Q: 3 clusters Score -2.122467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 153231 members 
Entering Unmasked Estep 
Score: -21224666.000000 Penalty: 5923.937012
	Iteration 51Q: 3 clusters Score -2.122467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 153234 members 
Entering Unmasked Estep 
Score: -21224676.000000 Penalty: 5923.937012
	Iteration 52Q: 3 clusters Score -2.122468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 153237 members 
Entering Unmasked Estep 
Score: -21224662.000000 Penalty: 5923.937012
	Iteration 53Q: 3 clusters Score -2.122466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 153237 members 
Entering Unmasked Estep 
Score: -21224666.000000 Penalty: 5923.937012
	Iteration 54Q: 3 clusters Score -2.122467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 153236 members 
Entering Unmasked Estep 
Score: -21224660.000000 Penalty: 5923.937012
	Iteration 55Q: 3 clusters Score -2.122466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 153236 members 
Entering Unmasked Estep 
Score: -21224666.000000 Penalty: 5923.937012
	Iteration 56Q: 3 clusters Score -2.122467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 153238 members 
Entering Unmasked Estep 
Score: -21224674.000000 Penalty: 5923.937012
	Iteration 57Q: 3 clusters Score -2.122467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 153241 members 
Entering Unmasked Estep 
Score: -21224674.000000 Penalty: 5923.937012
	Iteration 58Q: 3 clusters Score -2.122467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 153245 members 
Entering Unmasked Estep 
Score: -21224670.000000 Penalty: 5923.937012
	Iteration 59Q: 3 clusters Score -2.122467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 153244 members 
Entering Unmasked Estep 
Score: -21224676.000000 Penalty: 5923.937012
	Iteration 60F: 3 clusters Score -2.122468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 153244 members 
Entering Unmasked Estep 
Score: -21224684.000000 Penalty: 5923.937012
	Iteration 61Q: 3 clusters Score -2.122468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 153247 members 
Entering Unmasked Estep 
Score: -21224674.000000 Penalty: 5923.937012
	Iteration 62Q: 3 clusters Score -2.122467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 153248 members 
Entering Unmasked Estep 
Score: -21224682.000000 Penalty: 5923.937012
	Iteration 63Q: 3 clusters Score -2.122468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 153248 members 
Entering Unmasked Estep 
Score: -21224682.000000 Penalty: 5923.937012
	Iteration 64F: 3 clusters Score -2.122468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -4932566.500000 Penalty: 2603.928223
	Iteration 0F: 2 clusters Score -4932566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4907992.500000 Penalty: 5207.856445
	Iteration 0F: 3 clusters Score -4907992 nChanged 16453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -4917118.500000 Penalty: 5207.856445
	Iteration 1F: 3 clusters Score -4917118 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4917716.000000 Penalty: 5207.856445
	Iteration 2Q: 3 clusters Score -4917716 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -4918331.000000 Penalty: 5207.856445
	Iteration 3Q: 3 clusters Score -4918331 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -4919157.000000 Penalty: 5207.856445
	Iteration 4Q: 3 clusters Score -4919157 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4920172.000000 Penalty: 5207.856445
	Iteration 5F: 3 clusters Score -4920172 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -4921255.500000 Penalty: 5207.856445
	Iteration 6F: 3 clusters Score -4921256 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -4922451.500000 Penalty: 5207.856445
	Iteration 7F: 3 clusters Score -4922452 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -4923625.500000 Penalty: 5207.856445
	Iteration 8F: 3 clusters Score -4923626 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -4924696.000000 Penalty: 5207.856445
	Iteration 9Q: 3 clusters Score -4924696 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -4925534.500000 Penalty: 5207.856445
	Iteration 10Q: 3 clusters Score -4925534 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -4926095.000000 Penalty: 5207.856445
	Iteration 11Q: 3 clusters Score -4926095 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -4926442.500000 Penalty: 5207.856445
	Iteration 12Q: 3 clusters Score -4926442 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -4926702.500000 Penalty: 5207.856445
	Iteration 13Q: 3 clusters Score -4926702 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -4926887.500000 Penalty: 5207.856445
	Iteration 14Q: 3 clusters Score -4926888 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -4927027.000000 Penalty: 5207.856445
	Iteration 15Q: 3 clusters Score -4927027 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -4927208.500000 Penalty: 5207.856445
	Iteration 16Q: 3 clusters Score -4927208 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -4927347.000000 Penalty: 5207.856445
	Iteration 17Q: 3 clusters Score -4927347 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -4927519.500000 Penalty: 5207.856445
	Iteration 18Q: 3 clusters Score -4927520 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -4927681.000000 Penalty: 5207.856445
	Iteration 19Q: 3 clusters Score -4927681 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4927875.500000 Penalty: 5207.856445
	Iteration 20F: 3 clusters Score -4927876 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -4928010.500000 Penalty: 5207.856445
	Iteration 21Q: 3 clusters Score -4928010 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -4928211.500000 Penalty: 5207.856445
	Iteration 22Q: 3 clusters Score -4928212 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4928439.000000 Penalty: 5207.856445
	Iteration 23Q: 3 clusters Score -4928439 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4928628.500000 Penalty: 5207.856445
	Iteration 24Q: 3 clusters Score -4928628 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -4928792.000000 Penalty: 5207.856445
	Iteration 25Q: 3 clusters Score -4928792 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4928973.000000 Penalty: 5207.856445
	Iteration 26Q: 3 clusters Score -4928973 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -4929148.000000 Penalty: 5207.856445
	Iteration 27Q: 3 clusters Score -4929148 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -4929360.500000 Penalty: 5207.856445
	Iteration 28Q: 3 clusters Score -4929360 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -4929547.500000 Penalty: 5207.856445
	Iteration 29Q: 3 clusters Score -4929548 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -4929718.500000 Penalty: 5207.856445
	Iteration 30Q: 3 clusters Score -4929718 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4929872.500000 Penalty: 5207.856445
	Iteration 31Q: 3 clusters Score -4929872 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -4930010.500000 Penalty: 5207.856445
	Iteration 32Q: 3 clusters Score -4930010 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -4930106.500000 Penalty: 5207.856445
	Iteration 33Q: 3 clusters Score -4930106 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -4930183.000000 Penalty: 5207.856445
	Iteration 34Q: 3 clusters Score -4930183 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -4930258.500000 Penalty: 5207.856445
	Iteration 35Q: 3 clusters Score -4930258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4930307.500000 Penalty: 5207.856445
	Iteration 36Q: 3 clusters Score -4930308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4930336.000000 Penalty: 5207.856445
	Iteration 37Q: 3 clusters Score -4930336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -4930353.500000 Penalty: 5207.856445
	Iteration 38Q: 3 clusters Score -4930354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4930366.500000 Penalty: 5207.856445
	Iteration 39Q: 3 clusters Score -4930366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -4930394.000000 Penalty: 5207.856445
	Iteration 40F: 3 clusters Score -4930394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4930386.500000 Penalty: 5207.856445
	Iteration 41Q: 3 clusters Score -4930386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -4930398.500000 Penalty: 5207.856445
	Iteration 42Q: 3 clusters Score -4930398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4930398.500000 Penalty: 5207.856445
	Iteration 43Q: 3 clusters Score -4930398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -4930405.500000 Penalty: 5207.856445
	Iteration 44Q: 3 clusters Score -4930406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4930405.500000 Penalty: 5207.856445
	Iteration 45Q: 3 clusters Score -4930406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -4930406.000000 Penalty: 5207.856445
	Iteration 46Q: 3 clusters Score -4930406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -4930410.000000 Penalty: 5207.856445
	Iteration 47Q: 3 clusters Score -4930410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -4930412.500000 Penalty: 5207.856445
	Iteration 48Q: 3 clusters Score -4930412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4930412.000000 Penalty: 5207.856445
	Iteration 49Q: 3 clusters Score -4930412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -4930418.500000 Penalty: 5207.856445
	Iteration 50Q: 3 clusters Score -4930418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -4930420.000000 Penalty: 5207.856445
	Iteration 51Q: 3 clusters Score -4930420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4930416.000000 Penalty: 5207.856445
	Iteration 52Q: 3 clusters Score -4930416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -4930416.500000 Penalty: 5207.856445
	Iteration 53Q: 3 clusters Score -4930416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -4930424.500000 Penalty: 5207.856445
	Iteration 54Q: 3 clusters Score -4930424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -4930431.000000 Penalty: 5207.856445
	Iteration 55Q: 3 clusters Score -4930431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4930430.000000 Penalty: 5207.856445
	Iteration 56Q: 3 clusters Score -4930430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4930427.000000 Penalty: 5207.856445
	Iteration 57Q: 3 clusters Score -4930427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4930427.000000 Penalty: 5207.856445
	Iteration 58F: 3 clusters Score -4930427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -33586.828125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -33586.83 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 134 members 
Entering Unmasked Estep 
Score: -32384.617188 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -32384.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32489.763672 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -32489.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32516.052734 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -32516.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32538.201172 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -32538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32546.828125 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -32546.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32546.828125 Penalty: 2801.891357
	Iteration 5F: 3 clusters Score -32546.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -50654.781250 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -50654.78 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 208 members 
Entering Unmasked Estep 
Score: -49242.433594 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -49242.43 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49403.746094 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -49403.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49453.285156 Penalty: 3004.165039
	Iteration 2Q: 3 clusters Score -49453.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49483.453125 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -49483.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49497.921875 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -49497.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49543.164062 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -49543.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49571.500000 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -49571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49589.632812 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -49589.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49608.417969 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -49608.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49655.750000 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -49655.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49686.457031 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -49686.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49692.179688 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -49692.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49692.179688 Penalty: 3004.165039
	Iteration 12F: 3 clusters Score -49692.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -68452.445312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -68452.45 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 263 members 
Entering Unmasked Estep 
Score: -66846.851562 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -66846.85 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67049.195312 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -67049.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67137.101562 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -67137.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67182.554688 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -67182.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67207.687500 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -67207.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67226.617188 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -67226.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67245.742188 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -67245.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67269.750000 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -67269.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67291.984375 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -67291.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67317.000000 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -67317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67337.835938 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -67337.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67359.617188 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -67359.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67409.437500 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -67409.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67436.625000 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -67436.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67479.671875 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -67479.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67528.234375 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -67528.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67694.328125 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -67694.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67709.898438 Penalty: 3129.719482
	Iteration 17Q: 3 clusters Score -67709.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67718.867188 Penalty: 3129.719482
	Iteration 18Q: 3 clusters Score -67718.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67740.593750 Penalty: 3129.719482
	Iteration 19Q: 3 clusters Score -67740.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67826.398438 Penalty: 3129.719482
	Iteration 20F: 3 clusters Score -67826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67850.898438 Penalty: 3129.719482
	Iteration 21Q: 3 clusters Score -67850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67878.257812 Penalty: 3129.719482
	Iteration 22Q: 3 clusters Score -67878.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67902.968750 Penalty: 3129.719482
	Iteration 23Q: 3 clusters Score -67902.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67944.046875 Penalty: 3129.719482
	Iteration 24Q: 3 clusters Score -67944.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67993.382812 Penalty: 3129.719482
	Iteration 25Q: 3 clusters Score -67993.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68017.578125 Penalty: 3129.719482
	Iteration 26Q: 3 clusters Score -68017.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68027.921875 Penalty: 3129.719482
	Iteration 27Q: 3 clusters Score -68027.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68027.921875 Penalty: 3129.719482
	Iteration 28F: 3 clusters Score -68027.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165360 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50075 members 
Mstep: Class 4 contains 92583 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 109334 members 
Mstep: Class 8 contains 111710 members 
Mstep: Class 9 contains 233424 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25427 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3966 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18789 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153802 members 
Mstep: Class 19 contains 36305 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453824.000000 Penalty: 78884.125000
Iteration 119Q: 24 clusters Score -1.374538e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165353 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50067 members 
Mstep: Class 4 contains 92577 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 109530 members 
Mstep: Class 8 contains 111665 members 
Mstep: Class 9 contains 233410 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25429 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3968 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18781 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153698 members 
Mstep: Class 19 contains 36297 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453616.000000 Penalty: 78884.125000
Iteration 120F: 24 clusters Score -1.374536e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165340 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50063 members 
Mstep: Class 4 contains 92573 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 109726 members 
Mstep: Class 8 contains 111627 members 
Mstep: Class 9 contains 233395 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25424 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3971 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18775 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153589 members 
Mstep: Class 19 contains 36292 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453632.000000 Penalty: 78884.125000
Iteration 121Q: 24 clusters Score -1.374536e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165320 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50054 members 
Mstep: Class 4 contains 92564 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 109901 members 
Mstep: Class 8 contains 111586 members 
Mstep: Class 9 contains 233396 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25420 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18770 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153504 members 
Mstep: Class 19 contains 36289 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453552.000000 Penalty: 78884.125000
Iteration 122Q: 24 clusters Score -1.374536e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165286 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50052 members 
Mstep: Class 4 contains 92543 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 110096 members 
Mstep: Class 8 contains 111542 members 
Mstep: Class 9 contains 233374 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25417 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18773 members 
Mstep: Class 16 contains 3908 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153436 members 
Mstep: Class 19 contains 36289 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453760.000000 Penalty: 78884.125000
Iteration 123Q: 24 clusters Score -1.374538e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165249 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50052 members 
Mstep: Class 4 contains 92526 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 110291 members 
Mstep: Class 8 contains 111495 members 
Mstep: Class 9 contains 233354 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25419 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18763 members 
Mstep: Class 16 contains 3907 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153373 members 
Mstep: Class 19 contains 36286 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453760.000000 Penalty: 78884.125000
Iteration 124Q: 24 clusters Score -1.374538e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165206 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50050 members 
Mstep: Class 4 contains 92506 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 110516 members 
Mstep: Class 8 contains 111443 members 
Mstep: Class 9 contains 233312 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 25418 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3975 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18765 members 
Mstep: Class 16 contains 3904 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153309 members 
Mstep: Class 19 contains 36286 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453952.000000 Penalty: 78884.125000
Iteration 125Q: 24 clusters Score -1.37454e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165181 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50045 members 
Mstep: Class 4 contains 92491 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 110729 members 
Mstep: Class 8 contains 111383 members 
Mstep: Class 9 contains 233289 members 
Mstep: Class 10 contains 2887 members 
Mstep: Class 11 contains 25412 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18775 members 
Mstep: Class 16 contains 3901 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153216 members 
Mstep: Class 19 contains 36289 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454064.000000 Penalty: 78884.125000
Iteration 126Q: 24 clusters Score -1.374541e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165179 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50038 members 
Mstep: Class 4 contains 92476 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 110937 members 
Mstep: Class 8 contains 111332 members 
Mstep: Class 9 contains 233260 members 
Mstep: Class 10 contains 2887 members 
Mstep: Class 11 contains 25404 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18775 members 
Mstep: Class 16 contains 3903 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153118 members 
Mstep: Class 19 contains 36288 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454128.000000 Penalty: 78884.125000
Iteration 127Q: 24 clusters Score -1.374541e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50036 members 
Mstep: Class 4 contains 92448 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 111177 members 
Mstep: Class 8 contains 111291 members 
Mstep: Class 9 contains 233212 members 
Mstep: Class 10 contains 2887 members 
Mstep: Class 11 contains 25402 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3980 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18774 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 153015 members 
Mstep: Class 19 contains 36287 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454112.000000 Penalty: 78884.125000
Iteration 128Q: 24 clusters Score -1.374541e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165174 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50034 members 
Mstep: Class 4 contains 92426 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 111416 members 
Mstep: Class 8 contains 111247 members 
Mstep: Class 9 contains 233149 members 
Mstep: Class 10 contains 2887 members 
Mstep: Class 11 contains 25393 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3981 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18763 members 
Mstep: Class 16 contains 3901 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152914 members 
Mstep: Class 19 contains 36291 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454256.000000 Penalty: 78884.125000
Iteration 129Q: 24 clusters Score -1.374543e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50031 members 
Mstep: Class 4 contains 92404 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 111635 members 
Mstep: Class 8 contains 111198 members 
Mstep: Class 9 contains 233124 members 
Mstep: Class 10 contains 2887 members 
Mstep: Class 11 contains 25384 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3980 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18756 members 
Mstep: Class 16 contains 3901 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152847 members 
Mstep: Class 19 contains 36287 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454320.000000 Penalty: 78884.125000
Iteration 130Q: 24 clusters Score -1.374543e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165118 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50021 members 
Mstep: Class 4 contains 92392 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 111861 members 
Mstep: Class 8 contains 111158 members 
Mstep: Class 9 contains 233093 members 
Mstep: Class 10 contains 2887 members 
Mstep: Class 11 contains 25374 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18748 members 
Mstep: Class 16 contains 3902 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152764 members 
Mstep: Class 19 contains 36281 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454064.000000 Penalty: 78884.125000
Iteration 131Q: 24 clusters Score -1.374541e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165084 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50015 members 
Mstep: Class 4 contains 92383 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 112072 members 
Mstep: Class 8 contains 111124 members 
Mstep: Class 9 contains 233075 members 
Mstep: Class 10 contains 2887 members 
Mstep: Class 11 contains 25360 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18741 members 
Mstep: Class 16 contains 3900 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152689 members 
Mstep: Class 19 contains 36270 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454000.000000 Penalty: 78884.125000
Iteration 132Q: 24 clusters Score -1.37454e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165046 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50008 members 
Mstep: Class 4 contains 92378 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 112289 members 
Mstep: Class 8 contains 111096 members 
Mstep: Class 9 contains 233049 members 
Mstep: Class 10 contains 2888 members 
Mstep: Class 11 contains 25360 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18727 members 
Mstep: Class 16 contains 3900 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152601 members 
Mstep: Class 19 contains 36258 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454064.000000 Penalty: 78884.125000
Iteration 133Q: 24 clusters Score -1.374541e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165016 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49997 members 
Mstep: Class 4 contains 92364 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 112525 members 
Mstep: Class 8 contains 111064 members 
Mstep: Class 9 contains 233004 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25349 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3977 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18715 members 
Mstep: Class 16 contains 3900 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152525 members 
Mstep: Class 19 contains 36253 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454240.000000 Penalty: 78884.125000
Iteration 134Q: 24 clusters Score -1.374542e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164969 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49979 members 
Mstep: Class 4 contains 92346 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 112775 members 
Mstep: Class 8 contains 111035 members 
Mstep: Class 9 contains 232981 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25338 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18701 members 
Mstep: Class 16 contains 3899 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152436 members 
Mstep: Class 19 contains 36252 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454096.000000 Penalty: 78884.125000
Iteration 135Q: 24 clusters Score -1.374541e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164931 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49967 members 
Mstep: Class 4 contains 92332 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 113031 members 
Mstep: Class 8 contains 111012 members 
Mstep: Class 9 contains 232926 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25327 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3980 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18697 members 
Mstep: Class 16 contains 3899 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152344 members 
Mstep: Class 19 contains 36242 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454208.000000 Penalty: 78884.125000
Iteration 136Q: 24 clusters Score -1.374542e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164876 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49962 members 
Mstep: Class 4 contains 92316 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 113291 members 
Mstep: Class 8 contains 110991 members 
Mstep: Class 9 contains 232853 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25319 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3983 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 3899 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152281 members 
Mstep: Class 19 contains 36228 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 24 clusters Score -1.37454e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164828 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49949 members 
Mstep: Class 4 contains 92302 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 113547 members 
Mstep: Class 8 contains 110964 members 
Mstep: Class 9 contains 232779 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25320 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 3899 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152210 members 
Mstep: Class 19 contains 36224 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 24 clusters Score -1.374542e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164770 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49934 members 
Mstep: Class 4 contains 92283 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 113813 members 
Mstep: Class 8 contains 110939 members 
Mstep: Class 9 contains 232717 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25313 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18668 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152147 members 
Mstep: Class 19 contains 36221 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 24 clusters Score -1.37454e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164705 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49918 members 
Mstep: Class 4 contains 92272 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 114075 members 
Mstep: Class 8 contains 110905 members 
Mstep: Class 9 contains 232655 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18660 members 
Mstep: Class 16 contains 3897 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152093 members 
Mstep: Class 19 contains 36221 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454000.000000 Penalty: 78884.125000
Iteration 140F: 24 clusters Score -1.37454e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164644 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49905 members 
Mstep: Class 4 contains 92258 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 114334 members 
Mstep: Class 8 contains 110866 members 
Mstep: Class 9 contains 232619 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25295 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18652 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 152020 members 
Mstep: Class 19 contains 36212 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 24 clusters Score -1.37454e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164598 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49897 members 
Mstep: Class 4 contains 92247 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 114579 members 
Mstep: Class 8 contains 110829 members 
Mstep: Class 9 contains 232560 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25286 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3983 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18642 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151961 members 
Mstep: Class 19 contains 36210 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 142Q: 24 clusters Score -1.374541e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164563 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49888 members 
Mstep: Class 4 contains 92231 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 114835 members 
Mstep: Class 8 contains 110784 members 
Mstep: Class 9 contains 232496 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25287 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18636 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151882 members 
Mstep: Class 19 contains 36208 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 24 clusters Score -1.37454e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164526 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49882 members 
Mstep: Class 4 contains 92206 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 115105 members 
Mstep: Class 8 contains 110742 members 
Mstep: Class 9 contains 232422 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25276 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18628 members 
Mstep: Class 16 contains 3889 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151818 members 
Mstep: Class 19 contains 36208 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454064.000000 Penalty: 78884.125000
Iteration 144Q: 24 clusters Score -1.374541e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164482 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49876 members 
Mstep: Class 4 contains 92180 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 115366 members 
Mstep: Class 8 contains 110701 members 
Mstep: Class 9 contains 232365 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25270 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18616 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151751 members 
Mstep: Class 19 contains 36208 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453872.000000 Penalty: 78884.125000
Iteration 145Q: 24 clusters Score -1.374539e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164424 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49867 members 
Mstep: Class 4 contains 92159 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 115646 members 
Mstep: Class 8 contains 110662 members 
Mstep: Class 9 contains 232309 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25267 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18605 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151673 members 
Mstep: Class 19 contains 36206 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453824.000000 Penalty: 78884.125000
Iteration 146Q: 24 clusters Score -1.374538e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164382 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49862 members 
Mstep: Class 4 contains 92131 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 115937 members 
Mstep: Class 8 contains 110617 members 
Mstep: Class 9 contains 232233 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 25266 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3986 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18599 members 
Mstep: Class 16 contains 3880 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151590 members 
Mstep: Class 19 contains 36204 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453808.000000 Penalty: 78884.125000
Iteration 147Q: 24 clusters Score -1.374538e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164311 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49853 members 
Mstep: Class 4 contains 92107 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 116252 members 
Mstep: Class 8 contains 110567 members 
Mstep: Class 9 contains 232168 members 
Mstep: Class 10 contains 2891 members 
Mstep: Class 11 contains 25258 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18593 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151503 members 
Mstep: Class 19 contains 36211 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453904.000000 Penalty: 78884.125000
Iteration 148Q: 24 clusters Score -1.374539e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164261 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49841 members 
Mstep: Class 4 contains 92075 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 116565 members 
Mstep: Class 8 contains 110512 members 
Mstep: Class 9 contains 232096 members 
Mstep: Class 10 contains 2893 members 
Mstep: Class 11 contains 25250 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151436 members 
Mstep: Class 19 contains 36207 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454000.000000 Penalty: 78884.125000
Iteration 149Q: 24 clusters Score -1.37454e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164213 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49837 members 
Mstep: Class 4 contains 92050 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 116880 members 
Mstep: Class 8 contains 110458 members 
Mstep: Class 9 contains 231987 members 
Mstep: Class 10 contains 2895 members 
Mstep: Class 11 contains 25237 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18582 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151380 members 
Mstep: Class 19 contains 36203 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454000.000000 Penalty: 78884.125000
Iteration 150Q: 24 clusters Score -1.37454e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164152 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49827 members 
Mstep: Class 4 contains 92025 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 117209 members 
Mstep: Class 8 contains 110396 members 
Mstep: Class 9 contains 231895 members 
Mstep: Class 10 contains 2898 members 
Mstep: Class 11 contains 25236 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18576 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151311 members 
Mstep: Class 19 contains 36196 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454016.000000 Penalty: 78884.125000
Iteration 151Q: 24 clusters Score -1.37454e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164080 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49817 members 
Mstep: Class 4 contains 92006 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 117530 members 
Mstep: Class 8 contains 110345 members 
Mstep: Class 9 contains 231814 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 25227 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18567 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151242 members 
Mstep: Class 19 contains 36190 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454000.000000 Penalty: 78884.125000
Iteration 152Q: 24 clusters Score -1.37454e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164032 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49814 members 
Mstep: Class 4 contains 91979 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 117827 members 
Mstep: Class 8 contains 110288 members 
Mstep: Class 9 contains 231741 members 
Mstep: Class 10 contains 2902 members 
Mstep: Class 11 contains 25222 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3986 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18566 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151168 members 
Mstep: Class 19 contains 36181 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454160.000000 Penalty: 78884.125000
Iteration 153Q: 24 clusters Score -1.374542e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163971 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49813 members 
Mstep: Class 4 contains 91959 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 118113 members 
Mstep: Class 8 contains 110249 members 
Mstep: Class 9 contains 231680 members 
Mstep: Class 10 contains 2903 members 
Mstep: Class 11 contains 25215 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3986 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18559 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151082 members 
Mstep: Class 19 contains 36176 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454128.000000 Penalty: 78884.125000
Iteration 154Q: 24 clusters Score -1.374541e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163925 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49815 members 
Mstep: Class 4 contains 91918 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 118393 members 
Mstep: Class 8 contains 110215 members 
Mstep: Class 9 contains 231612 members 
Mstep: Class 10 contains 2903 members 
Mstep: Class 11 contains 25216 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18552 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 151004 members 
Mstep: Class 19 contains 36170 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454192.000000 Penalty: 78884.125000
Iteration 155Q: 24 clusters Score -1.374542e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163864 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49805 members 
Mstep: Class 4 contains 91893 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 118671 members 
Mstep: Class 8 contains 110180 members 
Mstep: Class 9 contains 231541 members 
Mstep: Class 10 contains 2903 members 
Mstep: Class 11 contains 25216 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18542 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150947 members 
Mstep: Class 19 contains 36163 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454080.000000 Penalty: 78884.125000
Iteration 156Q: 24 clusters Score -1.374541e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163786 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49799 members 
Mstep: Class 4 contains 91856 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 118958 members 
Mstep: Class 8 contains 110142 members 
Mstep: Class 9 contains 231458 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25211 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3986 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18543 members 
Mstep: Class 16 contains 3866 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150904 members 
Mstep: Class 19 contains 36164 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453984.000000 Penalty: 78884.125000
Iteration 157Q: 24 clusters Score -1.37454e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163706 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49797 members 
Mstep: Class 4 contains 91829 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 119272 members 
Mstep: Class 8 contains 110100 members 
Mstep: Class 9 contains 231360 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25197 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3989 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18539 members 
Mstep: Class 16 contains 3865 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150860 members 
Mstep: Class 19 contains 36159 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454032.000000 Penalty: 78884.125000
Iteration 158Q: 24 clusters Score -1.37454e+08 nChanged 598
Entering ConstructFrom: 
Score: -137454032.000000 Penalty: 78884.125000
Entering ConstructFrom: 
Trying to split cluster 1 (163637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Entering Unmasked Estep 
Score: -22578588.000000 Penalty: 2977.340576
	Iteration 0F: 2 clusters Score -2.257859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -22472558.000000 Penalty: 5954.681152
	Iteration 0F: 3 clusters Score -2.247256e+07 nChanged 78370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -22517470.000000 Penalty: 5954.681152
	Iteration 1F: 3 clusters Score -2.251747e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -22518864.000000 Penalty: 5954.681152
	Iteration 2Q: 3 clusters Score -2.251886e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 91677 members 
Entering Unmasked Estep 
Score: -22520792.000000 Penalty: 5954.681152
	Iteration 3Q: 3 clusters Score -2.252079e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -22523504.000000 Penalty: 5954.681152
	Iteration 4Q: 3 clusters Score -2.25235e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 105547 members 
Entering Unmasked Estep 
Score: -22527968.000000 Penalty: 5954.681152
	Iteration 5F: 3 clusters Score -2.252797e+07 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 116586 members 
Entering Unmasked Estep 
Score: -22535744.000000 Penalty: 5954.681152
	Iteration 6F: 3 clusters Score -2.253574e+07 nChanged 13581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 129983 members 
Entering Unmasked Estep 
Score: -22546736.000000 Penalty: 5954.681152
	Iteration 7F: 3 clusters Score -2.254674e+07 nChanged 13570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 143513 members 
Entering Unmasked Estep 
Score: -22559536.000000 Penalty: 5954.681152
	Iteration 8F: 3 clusters Score -2.255954e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 154440 members 
Entering Unmasked Estep 
Score: -22569258.000000 Penalty: 5954.681152
	Iteration 9F: 3 clusters Score -2.256926e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 160404 members 
Entering Unmasked Estep 
Score: -22573778.000000 Penalty: 5954.681152
	Iteration 10Q: 3 clusters Score -2.257378e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 162592 members 
Entering Unmasked Estep 
Score: -22575170.000000 Penalty: 5954.681152
	Iteration 11Q: 3 clusters Score -2.257517e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 163181 members 
Entering Unmasked Estep 
Score: -22575594.000000 Penalty: 5954.681152
	Iteration 12Q: 3 clusters Score -2.257559e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 163341 members 
Entering Unmasked Estep 
Score: -22575800.000000 Penalty: 5954.681152
	Iteration 13Q: 3 clusters Score -2.25758e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 163395 members 
Entering Unmasked Estep 
Score: -22575876.000000 Penalty: 5954.681152
	Iteration 14Q: 3 clusters Score -2.257588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 163417 members 
Entering Unmasked Estep 
Score: -22575882.000000 Penalty: 5954.681152
	Iteration 15Q: 3 clusters Score -2.257588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -22575916.000000 Penalty: 5954.681152
	Iteration 16Q: 3 clusters Score -2.257592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 163431 members 
Entering Unmasked Estep 
Score: -22575928.000000 Penalty: 5954.681152
	Iteration 17Q: 3 clusters Score -2.257593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 163430 members 
Entering Unmasked Estep 
Score: -22575942.000000 Penalty: 5954.681152
	Iteration 18Q: 3 clusters Score -2.257594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 163429 members 
Entering Unmasked Estep 
Score: -22575952.000000 Penalty: 5954.681152
	Iteration 19Q: 3 clusters Score -2.257595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 163430 members 
Entering Unmasked Estep 
Score: -22575946.000000 Penalty: 5954.681152
	Iteration 20F: 3 clusters Score -2.257595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 163429 members 
Entering Unmasked Estep 
Score: -22575958.000000 Penalty: 5954.681152
	Iteration 21Q: 3 clusters Score -2.257596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 163429 members 
Entering Unmasked Estep 
Score: -22575958.000000 Penalty: 5954.681152
	Iteration 22F: 3 clusters Score -2.257596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44493.824219 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -44493.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43180.054688 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -43180.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43350.019531 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -43350.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43407.699219 Penalty: 2913.965820
	Iteration 2F: 3 clusters Score -43407.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43421.218750 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -43421.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43436.722656 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -43436.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43440.261719 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -43440.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43442.179688 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -43442.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43444.339844 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -43444.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43444.339844 Penalty: 2913.965820
	Iteration 8F: 3 clusters Score -43444.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Entering Unmasked Estep 
Score: -6697414.500000 Penalty: 2682.321045
	Iteration 0F: 2 clusters Score -6697414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6663909 nChanged 23010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6676386 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6676749 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6677136 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -6677500.500000 Penalty: 5364.642090
	Iteration 4Q: 3 clusters Score -6677500 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -6677865.000000 Penalty: 5364.642090
	Iteration 5Q: 3 clusters Score -6677865 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -6678213.500000 Penalty: 5364.642090
	Iteration 6Q: 3 clusters Score -6678214 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -6678567.500000 Penalty: 5364.642090
	Iteration 7Q: 3 clusters Score -6678568 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -6679010.000000 Penalty: 5364.642090
	Iteration 8Q: 3 clusters Score -6679010 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -6679644.500000 Penalty: 5364.642090
	Iteration 9Q: 3 clusters Score -6679644 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -6680496.000000 Penalty: 5364.642090
	Iteration 10Q: 3 clusters Score -6680496 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -6681756.500000 Penalty: 5364.642090
	Iteration 11Q: 3 clusters Score -6681756 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -6683514.000000 Penalty: 5364.642090
	Iteration 12F: 3 clusters Score -6683514 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -6685497.000000 Penalty: 5364.642090
	Iteration 13F: 3 clusters Score -6685497 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -6687252.500000 Penalty: 5364.642090
	Iteration 14F: 3 clusters Score -6687252 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -6688313.500000 Penalty: 5364.642090
	Iteration 15Q: 3 clusters Score -6688314 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -6688952.000000 Penalty: 5364.642090
	Iteration 16Q: 3 clusters Score -6688952 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -6689434.500000 Penalty: 5364.642090
	Iteration 17Q: 3 clusters Score -6689434 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -6689839.000000 Penalty: 5364.642090
	Iteration 18Q: 3 clusters Score -6689839 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -6690266.500000 Penalty: 5364.642090
	Iteration 19Q: 3 clusters Score -6690266 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -6690679.000000 Penalty: 5364.642090
	Iteration 20F: 3 clusters Score -6690679 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -6691130.500000 Penalty: 5364.642090
	Iteration 21Q: 3 clusters Score -6691130 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -6691611.000000 Penalty: 5364.642090
	Iteration 22Q: 3 clusters Score -6691611 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -6692078.500000 Penalty: 5364.642090
	Iteration 23Q: 3 clusters Score -6692078 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -6692554.000000 Penalty: 5364.642090
	Iteration 24Q: 3 clusters Score -6692554 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -6692993.000000 Penalty: 5364.642090
	Iteration 25Q: 3 clusters Score -6692993 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -6693457.000000 Penalty: 5364.642090
	Iteration 26Q: 3 clusters Score -6693457 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6693870.500000 Penalty: 5364.642090
	Iteration 27Q: 3 clusters Score -6693870 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -6694252.000000 Penalty: 5364.642090
	Iteration 28Q: 3 clusters Score -6694252 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -6694548.000000 Penalty: 5364.642090
	Iteration 29Q: 3 clusters Score -6694548 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6694794.500000 Penalty: 5364.642090
	Iteration 30Q: 3 clusters Score -6694794 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6695021.000000 Penalty: 5364.642090
	Iteration 31Q: 3 clusters Score -6695021 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6695160.000000 Penalty: 5364.642090
	Iteration 32Q: 3 clusters Score -6695160 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6695309.500000 Penalty: 5364.642090
	Iteration 33Q: 3 clusters Score -6695310 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6695403.000000 Penalty: 5364.642090
	Iteration 34Q: 3 clusters Score -6695403 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6695476.500000 Penalty: 5364.642090
	Iteration 35Q: 3 clusters Score -6695476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6695508.500000 Penalty: 5364.642090
	Iteration 36Q: 3 clusters Score -6695508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6695538.000000 Penalty: 5364.642090
	Iteration 37Q: 3 clusters Score -6695538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6695554.500000 Penalty: 5364.642090
	Iteration 38Q: 3 clusters Score -6695554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6695594.500000 Penalty: 5364.642090
	Iteration 39Q: 3 clusters Score -6695594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6695605.500000 Penalty: 5364.642090
	Iteration 40F: 3 clusters Score -6695606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6695614.500000 Penalty: 5364.642090
	Iteration 41Q: 3 clusters Score -6695614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6695638.000000 Penalty: 5364.642090
	Iteration 42Q: 3 clusters Score -6695638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6695646.500000 Penalty: 5364.642090
	Iteration 43Q: 3 clusters Score -6695646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6695645.500000 Penalty: 5364.642090
	Iteration 44Q: 3 clusters Score -6695646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6695656.000000 Penalty: 5364.642090
	Iteration 45Q: 3 clusters Score -6695656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6695663.000000 Penalty: 5364.642090
	Iteration 46Q: 3 clusters Score -6695663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6695669.500000 Penalty: 5364.642090
	Iteration 47Q: 3 clusters Score -6695670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6695675.500000 Penalty: 5364.642090
	Iteration 48Q: 3 clusters Score -6695676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6695675.500000 Penalty: 5364.642090
	Iteration 49Q: 3 clusters Score -6695676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6695679.500000 Penalty: 5364.642090
	Iteration 50Q: 3 clusters Score -6695680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6695679.000000 Penalty: 5364.642090
	Iteration 51Q: 3 clusters Score -6695679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6695680.500000 Penalty: 5364.642090
	Iteration 52Q: 3 clusters Score -6695680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6695680.500000 Penalty: 5364.642090
	Iteration 53F: 3 clusters Score -6695680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (91789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91789 members 
Entering Unmasked Estep 
Score: -12769469.000000 Penalty: 2833.957520
	Iteration 0F: 2 clusters Score -1.276947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -12708069.000000 Penalty: 5667.915039
	Iteration 0F: 3 clusters Score -1.270807e+07 nChanged 43165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -12733303.000000 Penalty: 5667.915039
	Iteration 1F: 3 clusters Score -1.27333e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -12734798.000000 Penalty: 5667.915039
	Iteration 2Q: 3 clusters Score -1.27348e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -12736438.000000 Penalty: 5667.915039
	Iteration 3Q: 3 clusters Score -1.273644e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -12738531.000000 Penalty: 5667.915039
	Iteration 4Q: 3 clusters Score -1.273853e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -12740845.000000 Penalty: 5667.915039
	Iteration 5F: 3 clusters Score -1.274084e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -12743010.000000 Penalty: 5667.915039
	Iteration 6F: 3 clusters Score -1.274301e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -12745180.000000 Penalty: 5667.915039
	Iteration 7F: 3 clusters Score -1.274518e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -12747240.000000 Penalty: 5667.915039
	Iteration 8Q: 3 clusters Score -1.274724e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -12749291.000000 Penalty: 5667.915039
	Iteration 9Q: 3 clusters Score -1.274929e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -12751087.000000 Penalty: 5667.915039
	Iteration 10Q: 3 clusters Score -1.275109e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -12752911.000000 Penalty: 5667.915039
	Iteration 11Q: 3 clusters Score -1.275291e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -12754373.000000 Penalty: 5667.915039
	Iteration 12Q: 3 clusters Score -1.275437e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -12755463.000000 Penalty: 5667.915039
	Iteration 13Q: 3 clusters Score -1.275546e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -12756108.000000 Penalty: 5667.915039
	Iteration 14Q: 3 clusters Score -1.275611e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -12756539.000000 Penalty: 5667.915039
	Iteration 15Q: 3 clusters Score -1.275654e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -12756791.000000 Penalty: 5667.915039
	Iteration 16Q: 3 clusters Score -1.275679e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -12757055.000000 Penalty: 5667.915039
	Iteration 17Q: 3 clusters Score -1.275706e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -12757172.000000 Penalty: 5667.915039
	Iteration 18Q: 3 clusters Score -1.275717e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -12757258.000000 Penalty: 5667.915039
	Iteration 19Q: 3 clusters Score -1.275726e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -12757357.000000 Penalty: 5667.915039
	Iteration 20F: 3 clusters Score -1.275736e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -12757569.000000 Penalty: 5667.915039
	Iteration 21Q: 3 clusters Score -1.275757e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -12757691.000000 Penalty: 5667.915039
	Iteration 22Q: 3 clusters Score -1.275769e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -12757850.000000 Penalty: 5667.915039
	Iteration 23Q: 3 clusters Score -1.275785e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -12758006.000000 Penalty: 5667.915039
	Iteration 24Q: 3 clusters Score -1.275801e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -12758095.000000 Penalty: 5667.915039
	Iteration 25Q: 3 clusters Score -1.27581e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -12758170.000000 Penalty: 5667.915039
	Iteration 26Q: 3 clusters Score -1.275817e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -12758290.000000 Penalty: 5667.915039
	Iteration 27Q: 3 clusters Score -1.275829e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -12758350.000000 Penalty: 5667.915039
	Iteration 28Q: 3 clusters Score -1.275835e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -12758418.000000 Penalty: 5667.915039
	Iteration 29Q: 3 clusters Score -1.275842e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -12758491.000000 Penalty: 5667.915039
	Iteration 30Q: 3 clusters Score -1.275849e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -12758499.000000 Penalty: 5667.915039
	Iteration 31Q: 3 clusters Score -1.27585e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -12758585.000000 Penalty: 5667.915039
	Iteration 32Q: 3 clusters Score -1.275858e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -12758683.000000 Penalty: 5667.915039
	Iteration 33Q: 3 clusters Score -1.275868e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -12758766.000000 Penalty: 5667.915039
	Iteration 34Q: 3 clusters Score -1.275877e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -12758812.000000 Penalty: 5667.915039
	Iteration 35Q: 3 clusters Score -1.275881e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -12758848.000000 Penalty: 5667.915039
	Iteration 36Q: 3 clusters Score -1.275885e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -12758912.000000 Penalty: 5667.915039
	Iteration 37Q: 3 clusters Score -1.275891e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -12758975.000000 Penalty: 5667.915039
	Iteration 38Q: 3 clusters Score -1.275898e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -12759035.000000 Penalty: 5667.915039
	Iteration 39Q: 3 clusters Score -1.275904e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -12759063.000000 Penalty: 5667.915039
	Iteration 40F: 3 clusters Score -1.275906e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -12759125.000000 Penalty: 5667.915039
	Iteration 41Q: 3 clusters Score -1.275912e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -12759131.000000 Penalty: 5667.915039
	Iteration 42Q: 3 clusters Score -1.275913e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -12759162.000000 Penalty: 5667.915039
	Iteration 43Q: 3 clusters Score -1.275916e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -12759228.000000 Penalty: 5667.915039
	Iteration 44Q: 3 clusters Score -1.275923e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -12759228.000000 Penalty: 5667.915039
	Iteration 45Q: 3 clusters Score -1.275923e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -12759279.000000 Penalty: 5667.915039
	Iteration 46Q: 3 clusters Score -1.275928e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -12759341.000000 Penalty: 5667.915039
	Iteration 47Q: 3 clusters Score -1.275934e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -12759428.000000 Penalty: 5667.915039
	Iteration 48Q: 3 clusters Score -1.275943e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -12759496.000000 Penalty: 5667.915039
	Iteration 49Q: 3 clusters Score -1.27595e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -12759564.000000 Penalty: 5667.915039
	Iteration 50Q: 3 clusters Score -1.275956e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -12759647.000000 Penalty: 5667.915039
	Iteration 51Q: 3 clusters Score -1.275965e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -12759717.000000 Penalty: 5667.915039
	Iteration 52Q: 3 clusters Score -1.275972e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -12759829.000000 Penalty: 5667.915039
	Iteration 53Q: 3 clusters Score -1.275983e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -12759918.000000 Penalty: 5667.915039
	Iteration 54Q: 3 clusters Score -1.275992e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -12760030.000000 Penalty: 5667.915039
	Iteration 55Q: 3 clusters Score -1.276003e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -12760147.000000 Penalty: 5667.915039
	Iteration 56Q: 3 clusters Score -1.276015e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -12760266.000000 Penalty: 5667.915039
	Iteration 57Q: 3 clusters Score -1.276027e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -12760384.000000 Penalty: 5667.915039
	Iteration 58Q: 3 clusters Score -1.276038e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -12760501.000000 Penalty: 5667.915039
	Iteration 59Q: 3 clusters Score -1.27605e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -12760668.000000 Penalty: 5667.915039
	Iteration 60F: 3 clusters Score -1.276067e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -12760818.000000 Penalty: 5667.915039
	Iteration 61Q: 3 clusters Score -1.276082e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -12760967.000000 Penalty: 5667.915039
	Iteration 62Q: 3 clusters Score -1.276097e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -12761087.000000 Penalty: 5667.915039
	Iteration 63Q: 3 clusters Score -1.276109e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -12761307.000000 Penalty: 5667.915039
	Iteration 64Q: 3 clusters Score -1.276131e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -12761495.000000 Penalty: 5667.915039
	Iteration 65Q: 3 clusters Score -1.27615e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -12761676.000000 Penalty: 5667.915039
	Iteration 66Q: 3 clusters Score -1.276168e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -12761978.000000 Penalty: 5667.915039
	Iteration 67Q: 3 clusters Score -1.276198e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -12762299.000000 Penalty: 5667.915039
	Iteration 68Q: 3 clusters Score -1.27623e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81227 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -12762606.000000 Penalty: 5667.915039
	Iteration 69Q: 3 clusters Score -1.276261e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -12762993.000000 Penalty: 5667.915039
	Iteration 70Q: 3 clusters Score -1.276299e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -12763361.000000 Penalty: 5667.915039
	Iteration 71Q: 3 clusters Score -1.276336e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -12763758.000000 Penalty: 5667.915039
	Iteration 72Q: 3 clusters Score -1.276376e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -12764219.000000 Penalty: 5667.915039
	Iteration 73Q: 3 clusters Score -1.276422e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -12764549.000000 Penalty: 5667.915039
	Iteration 74Q: 3 clusters Score -1.276455e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -12764883.000000 Penalty: 5667.915039
	Iteration 75Q: 3 clusters Score -1.276488e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87569 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -12765196.000000 Penalty: 5667.915039
	Iteration 76Q: 3 clusters Score -1.27652e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -12765503.000000 Penalty: 5667.915039
	Iteration 77Q: 3 clusters Score -1.27655e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -12765783.000000 Penalty: 5667.915039
	Iteration 78Q: 3 clusters Score -1.276578e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -12766006.000000 Penalty: 5667.915039
	Iteration 79Q: 3 clusters Score -1.276601e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -12766193.000000 Penalty: 5667.915039
	Iteration 80F: 3 clusters Score -1.276619e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -12766311.000000 Penalty: 5667.915039
	Iteration 81Q: 3 clusters Score -1.276631e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -12766465.000000 Penalty: 5667.915039
	Iteration 82Q: 3 clusters Score -1.276646e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12766583.000000 Penalty: 5667.915039
	Iteration 83Q: 3 clusters Score -1.276658e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -12766665.000000 Penalty: 5667.915039
	Iteration 84Q: 3 clusters Score -1.276666e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90618 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12766725.000000 Penalty: 5667.915039
	Iteration 85Q: 3 clusters Score -1.276672e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90696 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -12766794.000000 Penalty: 5667.915039
	Iteration 86Q: 3 clusters Score -1.276679e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12766833.000000 Penalty: 5667.915039
	Iteration 87Q: 3 clusters Score -1.276683e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12766848.000000 Penalty: 5667.915039
	Iteration 88Q: 3 clusters Score -1.276685e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12766865.000000 Penalty: 5667.915039
	Iteration 89Q: 3 clusters Score -1.276686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12766882.000000 Penalty: 5667.915039
	Iteration 90Q: 3 clusters Score -1.276688e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12766920.000000 Penalty: 5667.915039
	Iteration 91Q: 3 clusters Score -1.276692e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -12766945.000000 Penalty: 5667.915039
	Iteration 92Q: 3 clusters Score -1.276694e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -12766964.000000 Penalty: 5667.915039
	Iteration 93Q: 3 clusters Score -1.276696e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12766982.000000 Penalty: 5667.915039
	Iteration 94Q: 3 clusters Score -1.276698e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12766997.000000 Penalty: 5667.915039
	Iteration 95Q: 3 clusters Score -1.2767e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12767014.000000 Penalty: 5667.915039
	Iteration 96Q: 3 clusters Score -1.276701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12767037.000000 Penalty: 5667.915039
	Iteration 97Q: 3 clusters Score -1.276704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12767050.000000 Penalty: 5667.915039
	Iteration 98Q: 3 clusters Score -1.276705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91095 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12767056.000000 Penalty: 5667.915039
	Iteration 99Q: 3 clusters Score -1.276706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -12767063.000000 Penalty: 5667.915039
	Iteration 100F: 3 clusters Score -1.276706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12767079.000000 Penalty: 5667.915039
	Iteration 101Q: 3 clusters Score -1.276708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91133 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -12767115.000000 Penalty: 5667.915039
	Iteration 102Q: 3 clusters Score -1.276712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91140 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12767128.000000 Penalty: 5667.915039
	Iteration 103Q: 3 clusters Score -1.276713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12767124.000000 Penalty: 5667.915039
	Iteration 104Q: 3 clusters Score -1.276712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12767124.000000 Penalty: 5667.915039
	Iteration 105Q: 3 clusters Score -1.276712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12767124.000000 Penalty: 5667.915039
	Iteration 106F: 3 clusters Score -1.276712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -137655.453125 Penalty: 1734.039917
	Iteration 0F: 2 clusters Score -137655.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135758.390625 Penalty: 3468.079834
	Iteration 0F: 3 clusters Score -135758.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -136421.328125 Penalty: 3468.079834
	Iteration 1F: 3 clusters Score -136421.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -136632.296875 Penalty: 3468.079834
	Iteration 2F: 3 clusters Score -136632.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -136783.156250 Penalty: 3468.079834
	Iteration 3F: 3 clusters Score -136783.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -136878.203125 Penalty: 3468.079834
	Iteration 4Q: 3 clusters Score -136878.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -136962.578125 Penalty: 3468.079834
	Iteration 5Q: 3 clusters Score -136962.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -137012.218750 Penalty: 3468.079834
	Iteration 6Q: 3 clusters Score -137012.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -137032.828125 Penalty: 3468.079834
	Iteration 7Q: 3 clusters Score -137032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -137048.062500 Penalty: 3468.079834
	Iteration 8Q: 3 clusters Score -137048.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -137065.000000 Penalty: 3468.079834
	Iteration 9Q: 3 clusters Score -137065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -137087.156250 Penalty: 3468.079834
	Iteration 10Q: 3 clusters Score -137087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -137105.406250 Penalty: 3468.079834
	Iteration 11Q: 3 clusters Score -137105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -137117.296875 Penalty: 3468.079834
	Iteration 12Q: 3 clusters Score -137117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -137118.531250 Penalty: 3468.079834
	Iteration 13Q: 3 clusters Score -137118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -137121.046875 Penalty: 3468.079834
	Iteration 14Q: 3 clusters Score -137121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -137123.484375 Penalty: 3468.079834
	Iteration 15Q: 3 clusters Score -137123.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -137123.484375 Penalty: 3468.079834
	Iteration 16F: 3 clusters Score -137123.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -64840.933594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -64840.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63327.324219 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -63327.32 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63699.011719 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -63699.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -63858.285156 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -63858.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63950.500000 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -63950.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64007.445312 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -64007.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64084.734375 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -64084.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64118.953125 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -64118.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64148.562500 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -64148.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64172.695312 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -64172.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64193.687500 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -64193.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64208.085938 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -64208.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64212.691406 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -64212.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64216.214844 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -64216.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64217.742188 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -64217.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64222.062500 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -64222.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64223.734375 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -64223.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64228.242188 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -64228.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64229.984375 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -64229.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64232.851562 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -64232.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64242.390625 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -64242.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64251.609375 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -64251.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64261.105469 Penalty: 3124.278809
	Iteration 21Q: 3 clusters Score -64261.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64268.269531 Penalty: 3124.278809
	Iteration 22Q: 3 clusters Score -64268.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64271.394531 Penalty: 3124.278809
	Iteration 23Q: 3 clusters Score -64271.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64276.519531 Penalty: 3124.278809
	Iteration 24Q: 3 clusters Score -64276.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64276.519531 Penalty: 3124.278809
	Iteration 25F: 3 clusters Score -64276.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (119602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119602 members 
Entering Unmasked Estep 
Score: -16478862.000000 Penalty: 2899.597412
	Iteration 0F: 2 clusters Score -1.647886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -16399289.000000 Penalty: 5799.194824
	Iteration 0F: 3 clusters Score -1.639929e+07 nChanged 56892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -16432001.000000 Penalty: 5799.194824
	Iteration 1F: 3 clusters Score -1.6432e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -16432869.000000 Penalty: 5799.194824
	Iteration 2Q: 3 clusters Score -1.643287e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -16433922.000000 Penalty: 5799.194824
	Iteration 3Q: 3 clusters Score -1.643392e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -16435302.000000 Penalty: 5799.194824
	Iteration 4Q: 3 clusters Score -1.64353e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -16437207.000000 Penalty: 5799.194824
	Iteration 5Q: 3 clusters Score -1.643721e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -16439859.000000 Penalty: 5799.194824
	Iteration 6Q: 3 clusters Score -1.643986e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -16443247.000000 Penalty: 5799.194824
	Iteration 7F: 3 clusters Score -1.644325e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -16447712.000000 Penalty: 5799.194824
	Iteration 8F: 3 clusters Score -1.644771e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -16452789.000000 Penalty: 5799.194824
	Iteration 9F: 3 clusters Score -1.645279e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -16456822.000000 Penalty: 5799.194824
	Iteration 10F: 3 clusters Score -1.645682e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -16458974.000000 Penalty: 5799.194824
	Iteration 11Q: 3 clusters Score -1.645897e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -16459993.000000 Penalty: 5799.194824
	Iteration 12Q: 3 clusters Score -1.645999e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -16460555.000000 Penalty: 5799.194824
	Iteration 13Q: 3 clusters Score -1.646056e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -16461005.000000 Penalty: 5799.194824
	Iteration 14Q: 3 clusters Score -1.6461e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -16461496.000000 Penalty: 5799.194824
	Iteration 15Q: 3 clusters Score -1.64615e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 76615 members 
Entering Unmasked Estep 
Score: -16461868.000000 Penalty: 5799.194824
	Iteration 16Q: 3 clusters Score -1.646187e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -16462407.000000 Penalty: 5799.194824
	Iteration 17Q: 3 clusters Score -1.646241e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -16463050.000000 Penalty: 5799.194824
	Iteration 18Q: 3 clusters Score -1.646305e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -16463686.000000 Penalty: 5799.194824
	Iteration 19Q: 3 clusters Score -1.646369e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -16464241.000000 Penalty: 5799.194824
	Iteration 20F: 3 clusters Score -1.646424e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 83869 members 
Entering Unmasked Estep 
Score: -16464935.000000 Penalty: 5799.194824
	Iteration 21Q: 3 clusters Score -1.646494e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 85439 members 
Entering Unmasked Estep 
Score: -16465700.000000 Penalty: 5799.194824
	Iteration 22Q: 3 clusters Score -1.64657e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -16466518.000000 Penalty: 5799.194824
	Iteration 23Q: 3 clusters Score -1.646652e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -16467244.000000 Penalty: 5799.194824
	Iteration 24Q: 3 clusters Score -1.646724e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -16467973.000000 Penalty: 5799.194824
	Iteration 25Q: 3 clusters Score -1.646797e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -16468675.000000 Penalty: 5799.194824
	Iteration 26Q: 3 clusters Score -1.646868e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -16469392.000000 Penalty: 5799.194824
	Iteration 27Q: 3 clusters Score -1.646939e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -16470024.000000 Penalty: 5799.194824
	Iteration 28Q: 3 clusters Score -1.647002e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 97102 members 
Entering Unmasked Estep 
Score: -16470761.000000 Penalty: 5799.194824
	Iteration 29Q: 3 clusters Score -1.647076e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 98696 members 
Entering Unmasked Estep 
Score: -16471366.000000 Penalty: 5799.194824
	Iteration 30Q: 3 clusters Score -1.647137e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -16471944.000000 Penalty: 5799.194824
	Iteration 31Q: 3 clusters Score -1.647194e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 101712 members 
Entering Unmasked Estep 
Score: -16472432.000000 Penalty: 5799.194824
	Iteration 32Q: 3 clusters Score -1.647243e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 103141 members 
Entering Unmasked Estep 
Score: -16472892.000000 Penalty: 5799.194824
	Iteration 33Q: 3 clusters Score -1.647289e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -16473476.000000 Penalty: 5799.194824
	Iteration 34Q: 3 clusters Score -1.647348e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -16474023.000000 Penalty: 5799.194824
	Iteration 35Q: 3 clusters Score -1.647402e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 107095 members 
Entering Unmasked Estep 
Score: -16474493.000000 Penalty: 5799.194824
	Iteration 36Q: 3 clusters Score -1.647449e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 108217 members 
Entering Unmasked Estep 
Score: -16474863.000000 Penalty: 5799.194824
	Iteration 37Q: 3 clusters Score -1.647486e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 109224 members 
Entering Unmasked Estep 
Score: -16475148.000000 Penalty: 5799.194824
	Iteration 38Q: 3 clusters Score -1.647515e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 110142 members 
Entering Unmasked Estep 
Score: -16475460.000000 Penalty: 5799.194824
	Iteration 39Q: 3 clusters Score -1.647546e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 110957 members 
Entering Unmasked Estep 
Score: -16475753.000000 Penalty: 5799.194824
	Iteration 40F: 3 clusters Score -1.647575e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 111713 members 
Entering Unmasked Estep 
Score: -16476051.000000 Penalty: 5799.194824
	Iteration 41Q: 3 clusters Score -1.647605e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 112412 members 
Entering Unmasked Estep 
Score: -16476283.000000 Penalty: 5799.194824
	Iteration 42Q: 3 clusters Score -1.647628e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 113053 members 
Entering Unmasked Estep 
Score: -16476463.000000 Penalty: 5799.194824
	Iteration 43Q: 3 clusters Score -1.647646e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -16476699.000000 Penalty: 5799.194824
	Iteration 44Q: 3 clusters Score -1.64767e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 114090 members 
Entering Unmasked Estep 
Score: -16476853.000000 Penalty: 5799.194824
	Iteration 45Q: 3 clusters Score -1.647685e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 114489 members 
Entering Unmasked Estep 
Score: -16476995.000000 Penalty: 5799.194824
	Iteration 46Q: 3 clusters Score -1.6477e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 114860 members 
Entering Unmasked Estep 
Score: -16477068.000000 Penalty: 5799.194824
	Iteration 47Q: 3 clusters Score -1.647707e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 115213 members 
Entering Unmasked Estep 
Score: -16477262.000000 Penalty: 5799.194824
	Iteration 48Q: 3 clusters Score -1.647726e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -16477358.000000 Penalty: 5799.194824
	Iteration 49Q: 3 clusters Score -1.647736e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 115833 members 
Entering Unmasked Estep 
Score: -16477405.000000 Penalty: 5799.194824
	Iteration 50Q: 3 clusters Score -1.64774e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 116061 members 
Entering Unmasked Estep 
Score: -16477448.000000 Penalty: 5799.194824
	Iteration 51Q: 3 clusters Score -1.647745e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 116258 members 
Entering Unmasked Estep 
Score: -16477485.000000 Penalty: 5799.194824
	Iteration 52Q: 3 clusters Score -1.647748e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 116415 members 
Entering Unmasked Estep 
Score: -16477515.000000 Penalty: 5799.194824
	Iteration 53Q: 3 clusters Score -1.647752e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 116528 members 
Entering Unmasked Estep 
Score: -16477553.000000 Penalty: 5799.194824
	Iteration 54Q: 3 clusters Score -1.647755e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 116641 members 
Entering Unmasked Estep 
Score: -16477588.000000 Penalty: 5799.194824
	Iteration 55Q: 3 clusters Score -1.647759e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 116736 members 
Entering Unmasked Estep 
Score: -16477631.000000 Penalty: 5799.194824
	Iteration 56Q: 3 clusters Score -1.647763e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 116809 members 
Entering Unmasked Estep 
Score: -16477640.000000 Penalty: 5799.194824
	Iteration 57Q: 3 clusters Score -1.647764e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 116869 members 
Entering Unmasked Estep 
Score: -16477652.000000 Penalty: 5799.194824
	Iteration 58Q: 3 clusters Score -1.647765e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 116918 members 
Entering Unmasked Estep 
Score: -16477647.000000 Penalty: 5799.194824
	Iteration 59Q: 3 clusters Score -1.647765e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 116969 members 
Entering Unmasked Estep 
Score: -16477649.000000 Penalty: 5799.194824
	Iteration 60F: 3 clusters Score -1.647765e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 117014 members 
Entering Unmasked Estep 
Score: -16477668.000000 Penalty: 5799.194824
	Iteration 61Q: 3 clusters Score -1.647767e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 117061 members 
Entering Unmasked Estep 
Score: -16477657.000000 Penalty: 5799.194824
	Iteration 62Q: 3 clusters Score -1.647766e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 117096 members 
Entering Unmasked Estep 
Score: -16477671.000000 Penalty: 5799.194824
	Iteration 63Q: 3 clusters Score -1.647767e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 117131 members 
Entering Unmasked Estep 
Score: -16477671.000000 Penalty: 5799.194824
	Iteration 64Q: 3 clusters Score -1.647767e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -16477677.000000 Penalty: 5799.194824
	Iteration 65Q: 3 clusters Score -1.647768e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 117189 members 
Entering Unmasked Estep 
Score: -16477686.000000 Penalty: 5799.194824
	Iteration 66Q: 3 clusters Score -1.647769e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 117214 members 
Entering Unmasked Estep 
Score: -16477700.000000 Penalty: 5799.194824
	Iteration 67Q: 3 clusters Score -1.64777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
Score: -16477691.000000 Penalty: 5799.194824
	Iteration 68Q: 3 clusters Score -1.647769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -16477696.000000 Penalty: 5799.194824
	Iteration 69Q: 3 clusters Score -1.64777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -16477684.000000 Penalty: 5799.194824
	Iteration 70Q: 3 clusters Score -1.647768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 117276 members 
Entering Unmasked Estep 
Score: -16477687.000000 Penalty: 5799.194824
	Iteration 71Q: 3 clusters Score -1.647769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 117286 members 
Entering Unmasked Estep 
Score: -16477674.000000 Penalty: 5799.194824
	Iteration 72Q: 3 clusters Score -1.647767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 117295 members 
Entering Unmasked Estep 
Score: -16477677.000000 Penalty: 5799.194824
	Iteration 73Q: 3 clusters Score -1.647768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 117298 members 
Entering Unmasked Estep 
Score: -16477683.000000 Penalty: 5799.194824
	Iteration 74Q: 3 clusters Score -1.647768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 117305 members 
Entering Unmasked Estep 
Score: -16477665.000000 Penalty: 5799.194824
	Iteration 75Q: 3 clusters Score -1.647766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 117314 members 
Entering Unmasked Estep 
Score: -16477686.000000 Penalty: 5799.194824
	Iteration 76Q: 3 clusters Score -1.647769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 117320 members 
Entering Unmasked Estep 
Score: -16477671.000000 Penalty: 5799.194824
	Iteration 77Q: 3 clusters Score -1.647767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 117329 members 
Entering Unmasked Estep 
Score: -16477661.000000 Penalty: 5799.194824
	Iteration 78Q: 3 clusters Score -1.647766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 117333 members 
Entering Unmasked Estep 
Score: -16477668.000000 Penalty: 5799.194824
	Iteration 79Q: 3 clusters Score -1.647767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 117337 members 
Entering Unmasked Estep 
Score: -16477662.000000 Penalty: 5799.194824
	Iteration 80F: 3 clusters Score -1.647766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 117337 members 
Entering Unmasked Estep 
Score: -16477657.000000 Penalty: 5799.194824
	Iteration 81Q: 3 clusters Score -1.647766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 117337 members 
Entering Unmasked Estep 
Score: -16477657.000000 Penalty: 5799.194824
	Iteration 82F: 3 clusters Score -1.647766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (110059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110059 members 
Entering Unmasked Estep 
Score: -15252525.000000 Penalty: 2878.975586
	Iteration 0F: 2 clusters Score -1.525252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -15179087.000000 Penalty: 5757.951172
	Iteration 0F: 3 clusters Score -1.517909e+07 nChanged 52203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -15208410.000000 Penalty: 5757.951172
	Iteration 1F: 3 clusters Score -1.520841e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -15209004.000000 Penalty: 5757.951172
	Iteration 2Q: 3 clusters Score -1.5209e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -15209522.000000 Penalty: 5757.951172
	Iteration 3Q: 3 clusters Score -1.520952e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -15210084.000000 Penalty: 5757.951172
	Iteration 4Q: 3 clusters Score -1.521008e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -15210686.000000 Penalty: 5757.951172
	Iteration 5Q: 3 clusters Score -1.521069e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -15211289.000000 Penalty: 5757.951172
	Iteration 6Q: 3 clusters Score -1.521129e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -15212298.000000 Penalty: 5757.951172
	Iteration 7Q: 3 clusters Score -1.52123e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -15213969.000000 Penalty: 5757.951172
	Iteration 8Q: 3 clusters Score -1.521397e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -15216301.000000 Penalty: 5757.951172
	Iteration 9Q: 3 clusters Score -1.52163e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -15219712.000000 Penalty: 5757.951172
	Iteration 10F: 3 clusters Score -1.521971e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -15224103.000000 Penalty: 5757.951172
	Iteration 11F: 3 clusters Score -1.52241e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -15229507.000000 Penalty: 5757.951172
	Iteration 12F: 3 clusters Score -1.522951e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -15234566.000000 Penalty: 5757.951172
	Iteration 13F: 3 clusters Score -1.523457e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -15238491.000000 Penalty: 5757.951172
	Iteration 14Q: 3 clusters Score -1.523849e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 91436 members 
Entering Unmasked Estep 
Score: -15241048.000000 Penalty: 5757.951172
	Iteration 15Q: 3 clusters Score -1.524105e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -15242463.000000 Penalty: 5757.951172
	Iteration 16Q: 3 clusters Score -1.524246e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 95479 members 
Entering Unmasked Estep 
Score: -15243521.000000 Penalty: 5757.951172
	Iteration 17Q: 3 clusters Score -1.524352e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -15244455.000000 Penalty: 5757.951172
	Iteration 18Q: 3 clusters Score -1.524446e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 98911 members 
Entering Unmasked Estep 
Score: -15245233.000000 Penalty: 5757.951172
	Iteration 19Q: 3 clusters Score -1.524523e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -15245949.000000 Penalty: 5757.951172
	Iteration 20F: 3 clusters Score -1.524595e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 101673 members 
Entering Unmasked Estep 
Score: -15246682.000000 Penalty: 5757.951172
	Iteration 21Q: 3 clusters Score -1.524668e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -15247200.000000 Penalty: 5757.951172
	Iteration 22Q: 3 clusters Score -1.52472e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 103828 members 
Entering Unmasked Estep 
Score: -15247717.000000 Penalty: 5757.951172
	Iteration 23Q: 3 clusters Score -1.524772e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -15248156.000000 Penalty: 5757.951172
	Iteration 24Q: 3 clusters Score -1.524816e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -15248542.000000 Penalty: 5757.951172
	Iteration 25Q: 3 clusters Score -1.524854e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -15248880.000000 Penalty: 5757.951172
	Iteration 26Q: 3 clusters Score -1.524888e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 106532 members 
Entering Unmasked Estep 
Score: -15249161.000000 Penalty: 5757.951172
	Iteration 27Q: 3 clusters Score -1.524916e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 106935 members 
Entering Unmasked Estep 
Score: -15249355.000000 Penalty: 5757.951172
	Iteration 28Q: 3 clusters Score -1.524936e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 107243 members 
Entering Unmasked Estep 
Score: -15249524.000000 Penalty: 5757.951172
	Iteration 29Q: 3 clusters Score -1.524952e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 107499 members 
Entering Unmasked Estep 
Score: -15249671.000000 Penalty: 5757.951172
	Iteration 30Q: 3 clusters Score -1.524967e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 107730 members 
Entering Unmasked Estep 
Score: -15249743.000000 Penalty: 5757.951172
	Iteration 31Q: 3 clusters Score -1.524974e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -15249786.000000 Penalty: 5757.951172
	Iteration 32Q: 3 clusters Score -1.524979e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -15249845.000000 Penalty: 5757.951172
	Iteration 33Q: 3 clusters Score -1.524984e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 108229 members 
Entering Unmasked Estep 
Score: -15249905.000000 Penalty: 5757.951172
	Iteration 34Q: 3 clusters Score -1.52499e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 108341 members 
Entering Unmasked Estep 
Score: -15249945.000000 Penalty: 5757.951172
	Iteration 35Q: 3 clusters Score -1.524994e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 108429 members 
Entering Unmasked Estep 
Score: -15249996.000000 Penalty: 5757.951172
	Iteration 36Q: 3 clusters Score -1.525e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 108489 members 
Entering Unmasked Estep 
Score: -15250033.000000 Penalty: 5757.951172
	Iteration 37Q: 3 clusters Score -1.525003e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 108554 members 
Entering Unmasked Estep 
Score: -15250067.000000 Penalty: 5757.951172
	Iteration 38Q: 3 clusters Score -1.525007e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 108614 members 
Entering Unmasked Estep 
Score: -15250096.000000 Penalty: 5757.951172
	Iteration 39Q: 3 clusters Score -1.52501e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 108667 members 
Entering Unmasked Estep 
Score: -15250104.000000 Penalty: 5757.951172
	Iteration 40F: 3 clusters Score -1.52501e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -15250133.000000 Penalty: 5757.951172
	Iteration 41Q: 3 clusters Score -1.525013e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 108744 members 
Entering Unmasked Estep 
Score: -15250135.000000 Penalty: 5757.951172
	Iteration 42Q: 3 clusters Score -1.525014e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 108765 members 
Entering Unmasked Estep 
Score: -15250138.000000 Penalty: 5757.951172
	Iteration 43Q: 3 clusters Score -1.525014e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 108786 members 
Entering Unmasked Estep 
Score: -15250159.000000 Penalty: 5757.951172
	Iteration 44Q: 3 clusters Score -1.525016e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -15250161.000000 Penalty: 5757.951172
	Iteration 45Q: 3 clusters Score -1.525016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -15250174.000000 Penalty: 5757.951172
	Iteration 46Q: 3 clusters Score -1.525017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 108838 members 
Entering Unmasked Estep 
Score: -15250180.000000 Penalty: 5757.951172
	Iteration 47Q: 3 clusters Score -1.525018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 108845 members 
Entering Unmasked Estep 
Score: -15250181.000000 Penalty: 5757.951172
	Iteration 48Q: 3 clusters Score -1.525018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 108860 members 
Entering Unmasked Estep 
Score: -15250191.000000 Penalty: 5757.951172
	Iteration 49Q: 3 clusters Score -1.525019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 108874 members 
Entering Unmasked Estep 
Score: -15250193.000000 Penalty: 5757.951172
	Iteration 50Q: 3 clusters Score -1.525019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 108883 members 
Entering Unmasked Estep 
Score: -15250199.000000 Penalty: 5757.951172
	Iteration 51Q: 3 clusters Score -1.52502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 108889 members 
Entering Unmasked Estep 
Score: -15250214.000000 Penalty: 5757.951172
	Iteration 52Q: 3 clusters Score -1.525021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 108897 members 
Entering Unmasked Estep 
Score: -15250210.000000 Penalty: 5757.951172
	Iteration 53Q: 3 clusters Score -1.525021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 108907 members 
Entering Unmasked Estep 
Score: -15250233.000000 Penalty: 5757.951172
	Iteration 54Q: 3 clusters Score -1.525023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 108912 members 
Entering Unmasked Estep 
Score: -15250230.000000 Penalty: 5757.951172
	Iteration 55Q: 3 clusters Score -1.525023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 108917 members 
Entering Unmasked Estep 
Score: -15250232.000000 Penalty: 5757.951172
	Iteration 56Q: 3 clusters Score -1.525023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -15250236.000000 Penalty: 5757.951172
	Iteration 57Q: 3 clusters Score -1.525024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -15250241.000000 Penalty: 5757.951172
	Iteration 58Q: 3 clusters Score -1.525024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -15250241.000000 Penalty: 5757.951172
	Iteration 59F: 3 clusters Score -1.525024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (231245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231245 members 
Entering Unmasked Estep 
Score: -31818486.000000 Penalty: 3063.105957
	Iteration 0F: 2 clusters Score -3.181849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115685 members 
Mstep: Class 2 contains 115560 members 
Entering Unmasked Estep 
Score: -31674306.000000 Penalty: 6126.211914
	Iteration 0F: 3 clusters Score -3.167431e+07 nChanged 111159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116834 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
Score: -31739412.000000 Penalty: 6126.211914
	Iteration 1F: 3 clusters Score -3.173941e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117650 members 
Mstep: Class 2 contains 113595 members 
Entering Unmasked Estep 
Score: -31740486.000000 Penalty: 6126.211914
	Iteration 2Q: 3 clusters Score -3.174049e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118909 members 
Mstep: Class 2 contains 112336 members 
Entering Unmasked Estep 
Score: -31741620.000000 Penalty: 6126.211914
	Iteration 3Q: 3 clusters Score -3.174162e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120871 members 
Mstep: Class 2 contains 110374 members 
Entering Unmasked Estep 
Score: -31743168.000000 Penalty: 6126.211914
	Iteration 4Q: 3 clusters Score -3.174317e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123764 members 
Mstep: Class 2 contains 107481 members 
Entering Unmasked Estep 
Score: -31745124.000000 Penalty: 6126.211914
	Iteration 5Q: 3 clusters Score -3.174512e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127914 members 
Mstep: Class 2 contains 103331 members 
Entering Unmasked Estep 
Score: -31748498.000000 Penalty: 6126.211914
	Iteration 6Q: 3 clusters Score -3.17485e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133445 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -31754234.000000 Penalty: 6126.211914
	Iteration 7Q: 3 clusters Score -3.175423e+07 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140058 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
Score: -31763462.000000 Penalty: 6126.211914
	Iteration 8F: 3 clusters Score -3.176346e+07 nChanged 14680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146126 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -31775286.000000 Penalty: 6126.211914
	Iteration 9F: 3 clusters Score -3.177529e+07 nChanged 13925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Mstep: Class 2 contains 80996 members 
Entering Unmasked Estep 
Score: -31783950.000000 Penalty: 6126.211914
	Iteration 10F: 3 clusters Score -3.178395e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153286 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -31787336.000000 Penalty: 6126.211914
	Iteration 11Q: 3 clusters Score -3.178734e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156273 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -31788464.000000 Penalty: 6126.211914
	Iteration 12Q: 3 clusters Score -3.178846e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159407 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -31789252.000000 Penalty: 6126.211914
	Iteration 13Q: 3 clusters Score -3.178925e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162566 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -31789826.000000 Penalty: 6126.211914
	Iteration 14Q: 3 clusters Score -3.178983e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165781 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -31790312.000000 Penalty: 6126.211914
	Iteration 15Q: 3 clusters Score -3.179031e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169182 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -31791122.000000 Penalty: 6126.211914
	Iteration 16Q: 3 clusters Score -3.179112e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172703 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -31791928.000000 Penalty: 6126.211914
	Iteration 17Q: 3 clusters Score -3.179193e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176375 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -31793044.000000 Penalty: 6126.211914
	Iteration 18Q: 3 clusters Score -3.179304e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180184 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -31794154.000000 Penalty: 6126.211914
	Iteration 19Q: 3 clusters Score -3.179415e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184137 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -31795196.000000 Penalty: 6126.211914
	Iteration 20F: 3 clusters Score -3.17952e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188093 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -31796148.000000 Penalty: 6126.211914
	Iteration 21Q: 3 clusters Score -3.179615e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191985 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -31797514.000000 Penalty: 6126.211914
	Iteration 22Q: 3 clusters Score -3.179751e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195870 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -31798876.000000 Penalty: 6126.211914
	Iteration 23Q: 3 clusters Score -3.179888e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199686 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -31800144.000000 Penalty: 6126.211914
	Iteration 24Q: 3 clusters Score -3.180014e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203353 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -31801224.000000 Penalty: 6126.211914
	Iteration 25Q: 3 clusters Score -3.180122e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206821 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -31802326.000000 Penalty: 6126.211914
	Iteration 26Q: 3 clusters Score -3.180233e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210039 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -31803362.000000 Penalty: 6126.211914
	Iteration 27Q: 3 clusters Score -3.180336e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213135 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -31804592.000000 Penalty: 6126.211914
	Iteration 28Q: 3 clusters Score -3.180459e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215929 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -31805852.000000 Penalty: 6126.211914
	Iteration 29Q: 3 clusters Score -3.180585e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218559 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -31807158.000000 Penalty: 6126.211914
	Iteration 30Q: 3 clusters Score -3.180716e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220873 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -31808488.000000 Penalty: 6126.211914
	Iteration 31Q: 3 clusters Score -3.180849e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222937 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -31809816.000000 Penalty: 6126.211914
	Iteration 32Q: 3 clusters Score -3.180982e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224727 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -31810804.000000 Penalty: 6126.211914
	Iteration 33Q: 3 clusters Score -3.18108e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226276 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -31811906.000000 Penalty: 6126.211914
	Iteration 34Q: 3 clusters Score -3.181191e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227564 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -31812842.000000 Penalty: 6126.211914
	Iteration 35Q: 3 clusters Score -3.181284e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228620 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -31813730.000000 Penalty: 6126.211914
	Iteration 36Q: 3 clusters Score -3.181373e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229442 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -31814308.000000 Penalty: 6126.211914
	Iteration 37Q: 3 clusters Score -3.181431e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230017 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -31814762.000000 Penalty: 6126.211914
	Iteration 38Q: 3 clusters Score -3.181476e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230369 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -31815068.000000 Penalty: 6126.211914
	Iteration 39Q: 3 clusters Score -3.181507e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230576 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -31815322.000000 Penalty: 6126.211914
	Iteration 40F: 3 clusters Score -3.181532e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230704 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -31815474.000000 Penalty: 6126.211914
	Iteration 41Q: 3 clusters Score -3.181547e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230764 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -31815544.000000 Penalty: 6126.211914
	Iteration 42Q: 3 clusters Score -3.181554e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230808 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -31815578.000000 Penalty: 6126.211914
	Iteration 43Q: 3 clusters Score -3.181558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230839 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -31815602.000000 Penalty: 6126.211914
	Iteration 44Q: 3 clusters Score -3.18156e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230860 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -31815630.000000 Penalty: 6126.211914
	Iteration 45Q: 3 clusters Score -3.181563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230870 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -31815632.000000 Penalty: 6126.211914
	Iteration 46Q: 3 clusters Score -3.181563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230878 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -31815626.000000 Penalty: 6126.211914
	Iteration 47Q: 3 clusters Score -3.181563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230886 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -31815656.000000 Penalty: 6126.211914
	Iteration 48Q: 3 clusters Score -3.181566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230891 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -31815664.000000 Penalty: 6126.211914
	Iteration 49Q: 3 clusters Score -3.181566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230890 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31815656.000000 Penalty: 6126.211914
	Iteration 50Q: 3 clusters Score -3.181566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230891 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -31815648.000000 Penalty: 6126.211914
	Iteration 51Q: 3 clusters Score -3.181565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230892 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31815656.000000 Penalty: 6126.211914
	Iteration 52Q: 3 clusters Score -3.181566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230896 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -31815662.000000 Penalty: 6126.211914
	Iteration 53Q: 3 clusters Score -3.181566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230897 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -31815676.000000 Penalty: 6126.211914
	Iteration 54Q: 3 clusters Score -3.181568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230898 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31815696.000000 Penalty: 6126.211914
	Iteration 55Q: 3 clusters Score -3.18157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230901 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31815676.000000 Penalty: 6126.211914
	Iteration 56Q: 3 clusters Score -3.181568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230901 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31815676.000000 Penalty: 6126.211914
	Iteration 57F: 3 clusters Score -3.181568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -382902.093750 Penalty: 1977.513428
	Iteration 0F: 2 clusters Score -382902.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -379722.093750 Penalty: 3955.026855
	Iteration 0F: 3 clusters Score -379722.1 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -380321.718750 Penalty: 3955.026855
	Iteration 1F: 3 clusters Score -380321.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -380456.656250 Penalty: 3955.026855
	Iteration 2F: 3 clusters Score -380456.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -380521.687500 Penalty: 3955.026855
	Iteration 3Q: 3 clusters Score -380521.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -380573.031250 Penalty: 3955.026855
	Iteration 4Q: 3 clusters Score -380573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -380609.875000 Penalty: 3955.026855
	Iteration 5Q: 3 clusters Score -380609.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -380634.875000 Penalty: 3955.026855
	Iteration 6Q: 3 clusters Score -380634.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -380645.968750 Penalty: 3955.026855
	Iteration 7Q: 3 clusters Score -380646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -380655.875000 Penalty: 3955.026855
	Iteration 8Q: 3 clusters Score -380655.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -380663.375000 Penalty: 3955.026855
	Iteration 9Q: 3 clusters Score -380663.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -380672.437500 Penalty: 3955.026855
	Iteration 10Q: 3 clusters Score -380672.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -380680.625000 Penalty: 3955.026855
	Iteration 11Q: 3 clusters Score -380680.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -380689.750000 Penalty: 3955.026855
	Iteration 12Q: 3 clusters Score -380689.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -380698.375000 Penalty: 3955.026855
	Iteration 13Q: 3 clusters Score -380698.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -380704.968750 Penalty: 3955.026855
	Iteration 14Q: 3 clusters Score -380705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -380710.781250 Penalty: 3955.026855
	Iteration 15Q: 3 clusters Score -380710.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -380716.125000 Penalty: 3955.026855
	Iteration 16Q: 3 clusters Score -380716.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -380722.281250 Penalty: 3955.026855
	Iteration 17Q: 3 clusters Score -380722.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -380727.406250 Penalty: 3955.026855
	Iteration 18Q: 3 clusters Score -380727.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -380731.875000 Penalty: 3955.026855
	Iteration 19Q: 3 clusters Score -380731.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -380738.218750 Penalty: 3955.026855
	Iteration 20F: 3 clusters Score -380738.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -380743.968750 Penalty: 3955.026855
	Iteration 21Q: 3 clusters Score -380744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -380748.187500 Penalty: 3955.026855
	Iteration 22Q: 3 clusters Score -380748.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -380752.875000 Penalty: 3955.026855
	Iteration 23Q: 3 clusters Score -380752.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -380758.343750 Penalty: 3955.026855
	Iteration 24Q: 3 clusters Score -380758.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -380768.093750 Penalty: 3955.026855
	Iteration 25Q: 3 clusters Score -380768.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -380774.656250 Penalty: 3955.026855
	Iteration 26Q: 3 clusters Score -380774.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -380779.000000 Penalty: 3955.026855
	Iteration 27Q: 3 clusters Score -380779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -380785.812500 Penalty: 3955.026855
	Iteration 28Q: 3 clusters Score -380785.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -380791.250000 Penalty: 3955.026855
	Iteration 29Q: 3 clusters Score -380791.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -380799.843750 Penalty: 3955.026855
	Iteration 30Q: 3 clusters Score -380799.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -380809.093750 Penalty: 3955.026855
	Iteration 31Q: 3 clusters Score -380809.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -380816.500000 Penalty: 3955.026855
	Iteration 32Q: 3 clusters Score -380816.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -380827.625000 Penalty: 3955.026855
	Iteration 33Q: 3 clusters Score -380827.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -380839.062500 Penalty: 3955.026855
	Iteration 34Q: 3 clusters Score -380839.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -380848.906250 Penalty: 3955.026855
	Iteration 35Q: 3 clusters Score -380848.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -380857.125000 Penalty: 3955.026855
	Iteration 36Q: 3 clusters Score -380857.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -380867.625000 Penalty: 3955.026855
	Iteration 37Q: 3 clusters Score -380867.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -380877.593750 Penalty: 3955.026855
	Iteration 38Q: 3 clusters Score -380877.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -380885.156250 Penalty: 3955.026855
	Iteration 39Q: 3 clusters Score -380885.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -380894.062500 Penalty: 3955.026855
	Iteration 40F: 3 clusters Score -380894.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -380901.281250 Penalty: 3955.026855
	Iteration 41Q: 3 clusters Score -380901.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -380913.468750 Penalty: 3955.026855
	Iteration 42Q: 3 clusters Score -380913.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -380938.125000 Penalty: 3955.026855
	Iteration 43Q: 3 clusters Score -380938.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -380968.468750 Penalty: 3955.026855
	Iteration 44Q: 3 clusters Score -380968.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -380994.062500 Penalty: 3955.026855
	Iteration 45Q: 3 clusters Score -380994.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -381017.687500 Penalty: 3955.026855
	Iteration 46Q: 3 clusters Score -381017.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -381031.593750 Penalty: 3955.026855
	Iteration 47Q: 3 clusters Score -381031.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -381043.031250 Penalty: 3955.026855
	Iteration 48Q: 3 clusters Score -381043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -381055.625000 Penalty: 3955.026855
	Iteration 49Q: 3 clusters Score -381055.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -381063.437500 Penalty: 3955.026855
	Iteration 50Q: 3 clusters Score -381063.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -381077.031250 Penalty: 3955.026855
	Iteration 51Q: 3 clusters Score -381077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -381091.343750 Penalty: 3955.026855
	Iteration 52Q: 3 clusters Score -381091.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -381108.875000 Penalty: 3955.026855
	Iteration 53Q: 3 clusters Score -381108.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -381137.218750 Penalty: 3955.026855
	Iteration 54Q: 3 clusters Score -381137.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -381162.937500 Penalty: 3955.026855
	Iteration 55Q: 3 clusters Score -381162.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -381185.656250 Penalty: 3955.026855
	Iteration 56Q: 3 clusters Score -381185.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -381206.281250 Penalty: 3955.026855
	Iteration 57Q: 3 clusters Score -381206.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -381220.843750 Penalty: 3955.026855
	Iteration 58Q: 3 clusters Score -381220.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -381239.281250 Penalty: 3955.026855
	Iteration 59Q: 3 clusters Score -381239.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -381260.406250 Penalty: 3955.026855
	Iteration 60F: 3 clusters Score -381260.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -381277.593750 Penalty: 3955.026855
	Iteration 61Q: 3 clusters Score -381277.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -381293.718750 Penalty: 3955.026855
	Iteration 62Q: 3 clusters Score -381293.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -381305.250000 Penalty: 3955.026855
	Iteration 63Q: 3 clusters Score -381305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -381308.437500 Penalty: 3955.026855
	Iteration 64Q: 3 clusters Score -381308.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -381313.687500 Penalty: 3955.026855
	Iteration 65Q: 3 clusters Score -381313.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -381320.156250 Penalty: 3955.026855
	Iteration 66Q: 3 clusters Score -381320.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -381325.718750 Penalty: 3955.026855
	Iteration 67Q: 3 clusters Score -381325.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -381329.687500 Penalty: 3955.026855
	Iteration 68Q: 3 clusters Score -381329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -381333.718750 Penalty: 3955.026855
	Iteration 69Q: 3 clusters Score -381333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -381336.375000 Penalty: 3955.026855
	Iteration 70Q: 3 clusters Score -381336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -381339.156250 Penalty: 3955.026855
	Iteration 71Q: 3 clusters Score -381339.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -381342.062500 Penalty: 3955.026855
	Iteration 72Q: 3 clusters Score -381342.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -381345.250000 Penalty: 3955.026855
	Iteration 73Q: 3 clusters Score -381345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -381347.531250 Penalty: 3955.026855
	Iteration 74Q: 3 clusters Score -381347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -381347.812500 Penalty: 3955.026855
	Iteration 75Q: 3 clusters Score -381347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -381349.968750 Penalty: 3955.026855
	Iteration 76Q: 3 clusters Score -381350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -381354.187500 Penalty: 3955.026855
	Iteration 77Q: 3 clusters Score -381354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -381357.343750 Penalty: 3955.026855
	Iteration 78Q: 3 clusters Score -381357.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -381361.875000 Penalty: 3955.026855
	Iteration 79Q: 3 clusters Score -381361.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -381367.687500 Penalty: 3955.026855
	Iteration 80F: 3 clusters Score -381367.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -381372.312500 Penalty: 3955.026855
	Iteration 81Q: 3 clusters Score -381372.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -381378.343750 Penalty: 3955.026855
	Iteration 82Q: 3 clusters Score -381378.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -381381.656250 Penalty: 3955.026855
	Iteration 83Q: 3 clusters Score -381381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -381383.500000 Penalty: 3955.026855
	Iteration 84Q: 3 clusters Score -381383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -381387.375000 Penalty: 3955.026855
	Iteration 85Q: 3 clusters Score -381387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -381391.687500 Penalty: 3955.026855
	Iteration 86Q: 3 clusters Score -381391.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -381400.625000 Penalty: 3955.026855
	Iteration 87Q: 3 clusters Score -381400.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -381406.906250 Penalty: 3955.026855
	Iteration 88Q: 3 clusters Score -381406.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -381410.718750 Penalty: 3955.026855
	Iteration 89Q: 3 clusters Score -381410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -381414.406250 Penalty: 3955.026855
	Iteration 90Q: 3 clusters Score -381414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -381415.906250 Penalty: 3955.026855
	Iteration 91Q: 3 clusters Score -381415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -381417.375000 Penalty: 3955.026855
	Iteration 92Q: 3 clusters Score -381417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -381417.500000 Penalty: 3955.026855
	Iteration 93Q: 3 clusters Score -381417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -381417.500000 Penalty: 3955.026855
	Iteration 94F: 3 clusters Score -381417.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Entering Unmasked Estep 
Score: -3512000.500000 Penalty: 2513.193604
	Iteration 0F: 2 clusters Score -3512000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3494401.750000 Penalty: 5026.387207
	Iteration 0F: 3 clusters Score -3494402 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3500601.750000 Penalty: 5026.387207
	Iteration 1F: 3 clusters Score -3500602 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3501009.250000 Penalty: 5026.387207
	Iteration 2F: 3 clusters Score -3501009 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3501302.250000 Penalty: 5026.387207
	Iteration 3Q: 3 clusters Score -3501302 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3501543.000000 Penalty: 5026.387207
	Iteration 4Q: 3 clusters Score -3501543 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3501715.750000 Penalty: 5026.387207
	Iteration 5Q: 3 clusters Score -3501716 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3501881.250000 Penalty: 5026.387207
	Iteration 6Q: 3 clusters Score -3501881 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3502023.500000 Penalty: 5026.387207
	Iteration 7Q: 3 clusters Score -3502024 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -3502158.500000 Penalty: 5026.387207
	Iteration 8Q: 3 clusters Score -3502158 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3502290.250000 Penalty: 5026.387207
	Iteration 9Q: 3 clusters Score -3502290 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3502412.000000 Penalty: 5026.387207
	Iteration 10Q: 3 clusters Score -3502412 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3502598.500000 Penalty: 5026.387207
	Iteration 11Q: 3 clusters Score -3502598 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3502783.500000 Penalty: 5026.387207
	Iteration 12Q: 3 clusters Score -3502784 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -3503015.500000 Penalty: 5026.387207
	Iteration 13Q: 3 clusters Score -3503016 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3503348.250000 Penalty: 5026.387207
	Iteration 14Q: 3 clusters Score -3503348 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3503783.250000 Penalty: 5026.387207
	Iteration 15Q: 3 clusters Score -3503783 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3504308.000000 Penalty: 5026.387207
	Iteration 16Q: 3 clusters Score -3504308 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3504932.750000 Penalty: 5026.387207
	Iteration 17Q: 3 clusters Score -3504933 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3505665.250000 Penalty: 5026.387207
	Iteration 18Q: 3 clusters Score -3505665 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3506420.750000 Penalty: 5026.387207
	Iteration 19Q: 3 clusters Score -3506421 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3507131.750000 Penalty: 5026.387207
	Iteration 20F: 3 clusters Score -3507132 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3507636.750000 Penalty: 5026.387207
	Iteration 21Q: 3 clusters Score -3507637 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3507905.000000 Penalty: 5026.387207
	Iteration 22Q: 3 clusters Score -3507905 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3508040.250000 Penalty: 5026.387207
	Iteration 23Q: 3 clusters Score -3508040 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3508147.750000 Penalty: 5026.387207
	Iteration 24Q: 3 clusters Score -3508148 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3508229.500000 Penalty: 5026.387207
	Iteration 25Q: 3 clusters Score -3508230 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3508290.750000 Penalty: 5026.387207
	Iteration 26Q: 3 clusters Score -3508291 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3508359.750000 Penalty: 5026.387207
	Iteration 27Q: 3 clusters Score -3508360 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3508415.750000 Penalty: 5026.387207
	Iteration 28Q: 3 clusters Score -3508416 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3508456.750000 Penalty: 5026.387207
	Iteration 29Q: 3 clusters Score -3508457 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3508508 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3508541.750000 Penalty: 5026.387207
	Iteration 31Q: 3 clusters Score -3508542 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3508576.250000 Penalty: 5026.387207
	Iteration 32Q: 3 clusters Score -3508576 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3508614.000000 Penalty: 5026.387207
	Iteration 33Q: 3 clusters Score -3508614 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3508671.750000 Penalty: 5026.387207
	Iteration 34Q: 3 clusters Score -3508672 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3508728.000000 Penalty: 5026.387207
	Iteration 35Q: 3 clusters Score -3508728 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3508774.250000 Penalty: 5026.387207
	Iteration 36Q: 3 clusters Score -3508774 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3508843.750000 Penalty: 5026.387207
	Iteration 37Q: 3 clusters Score -3508844 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3508900.000000 Penalty: 5026.387207
	Iteration 38Q: 3 clusters Score -3508900 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -3508940.000000 Penalty: 5026.387207
	Iteration 39Q: 3 clusters Score -3508940 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3509003.250000 Penalty: 5026.387207
	Iteration 40F: 3 clusters Score -3509003 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -3509057.500000 Penalty: 5026.387207
	Iteration 41Q: 3 clusters Score -3509058 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3509114.500000 Penalty: 5026.387207
	Iteration 42Q: 3 clusters Score -3509114 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3509148.000000 Penalty: 5026.387207
	Iteration 43Q: 3 clusters Score -3509148 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3509194.750000 Penalty: 5026.387207
	Iteration 44Q: 3 clusters Score -3509195 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3509274.500000 Penalty: 5026.387207
	Iteration 45Q: 3 clusters Score -3509274 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3509308.000000 Penalty: 5026.387207
	Iteration 46Q: 3 clusters Score -3509308 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3509329.000000 Penalty: 5026.387207
	Iteration 47Q: 3 clusters Score -3509329 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3509352.250000 Penalty: 5026.387207
	Iteration 48Q: 3 clusters Score -3509352 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3509385.250000 Penalty: 5026.387207
	Iteration 49Q: 3 clusters Score -3509385 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3509411.000000 Penalty: 5026.387207
	Iteration 50Q: 3 clusters Score -3509411 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3509434.000000 Penalty: 5026.387207
	Iteration 51Q: 3 clusters Score -3509434 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3509449.750000 Penalty: 5026.387207
	Iteration 52Q: 3 clusters Score -3509450 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3509484.000000 Penalty: 5026.387207
	Iteration 53Q: 3 clusters Score -3509484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3509522.000000 Penalty: 5026.387207
	Iteration 54Q: 3 clusters Score -3509522 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3509569.500000 Penalty: 5026.387207
	Iteration 55Q: 3 clusters Score -3509570 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3509593.000000 Penalty: 5026.387207
	Iteration 56Q: 3 clusters Score -3509593 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3509630.250000 Penalty: 5026.387207
	Iteration 57Q: 3 clusters Score -3509630 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3509656.000000 Penalty: 5026.387207
	Iteration 58Q: 3 clusters Score -3509656 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3509689 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3509713.500000 Penalty: 5026.387207
	Iteration 60F: 3 clusters Score -3509714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3509730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3509748.250000 Penalty: 5026.387207
	Iteration 62Q: 3 clusters Score -3509748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3509770.500000 Penalty: 5026.387207
	Iteration 63Q: 3 clusters Score -3509770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3509782.500000 Penalty: 5026.387207
	Iteration 64Q: 3 clusters Score -3509782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3509799.250000 Penalty: 5026.387207
	Iteration 65Q: 3 clusters Score -3509799 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3509828.500000 Penalty: 5026.387207
	Iteration 66Q: 3 clusters Score -3509828 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3509844.750000 Penalty: 5026.387207
	Iteration 67Q: 3 clusters Score -3509845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3509861.500000 Penalty: 5026.387207
	Iteration 68Q: 3 clusters Score -3509862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3509871.250000 Penalty: 5026.387207
	Iteration 69Q: 3 clusters Score -3509871 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3509894.500000 Penalty: 5026.387207
	Iteration 70Q: 3 clusters Score -3509894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3509902.500000 Penalty: 5026.387207
	Iteration 71Q: 3 clusters Score -3509902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3509911.750000 Penalty: 5026.387207
	Iteration 72Q: 3 clusters Score -3509912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3509917.750000 Penalty: 5026.387207
	Iteration 73Q: 3 clusters Score -3509918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3509944.250000 Penalty: 5026.387207
	Iteration 74Q: 3 clusters Score -3509944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3509953.250000 Penalty: 5026.387207
	Iteration 75Q: 3 clusters Score -3509953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3509961.750000 Penalty: 5026.387207
	Iteration 76Q: 3 clusters Score -3509962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3509977.500000 Penalty: 5026.387207
	Iteration 77Q: 3 clusters Score -3509978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3509979.500000 Penalty: 5026.387207
	Iteration 78Q: 3 clusters Score -3509980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3509991.750000 Penalty: 5026.387207
	Iteration 79Q: 3 clusters Score -3509992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3510007.250000 Penalty: 5026.387207
	Iteration 80F: 3 clusters Score -3510007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3510014.750000 Penalty: 5026.387207
	Iteration 81Q: 3 clusters Score -3510015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3510020.000000 Penalty: 5026.387207
	Iteration 82Q: 3 clusters Score -3510020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3510022.500000 Penalty: 5026.387207
	Iteration 83Q: 3 clusters Score -3510022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3510022.000000 Penalty: 5026.387207
	Iteration 84Q: 3 clusters Score -3510022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3510021.000000 Penalty: 5026.387207
	Iteration 85Q: 3 clusters Score -3510021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3510029.500000 Penalty: 5026.387207
	Iteration 86Q: 3 clusters Score -3510030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3510031.500000 Penalty: 5026.387207
	Iteration 87Q: 3 clusters Score -3510032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3510039.250000 Penalty: 5026.387207
	Iteration 88Q: 3 clusters Score -3510039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3510040.500000 Penalty: 5026.387207
	Iteration 89Q: 3 clusters Score -3510040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3510054.500000 Penalty: 5026.387207
	Iteration 90Q: 3 clusters Score -3510054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3510054.750000 Penalty: 5026.387207
	Iteration 91Q: 3 clusters Score -3510055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3510054.750000 Penalty: 5026.387207
	Iteration 92Q: 3 clusters Score -3510055 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3510061.000000 Penalty: 5026.387207
	Iteration 93Q: 3 clusters Score -3510061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3510066.500000 Penalty: 5026.387207
	Iteration 94Q: 3 clusters Score -3510066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3510071.250000 Penalty: 5026.387207
	Iteration 95Q: 3 clusters Score -3510071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3510070.000000 Penalty: 5026.387207
	Iteration 96Q: 3 clusters Score -3510070 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3510077.750000 Penalty: 5026.387207
	Iteration 97Q: 3 clusters Score -3510078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3510089.500000 Penalty: 5026.387207
	Iteration 98Q: 3 clusters Score -3510090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3510087.750000 Penalty: 5026.387207
	Iteration 99Q: 3 clusters Score -3510088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3510087.250000 Penalty: 5026.387207
	Iteration 100F: 3 clusters Score -3510087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3510089.750000 Penalty: 5026.387207
	Iteration 101Q: 3 clusters Score -3510090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3510085.500000 Penalty: 5026.387207
	Iteration 102Q: 3 clusters Score -3510086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3510087.000000 Penalty: 5026.387207
	Iteration 103Q: 3 clusters Score -3510087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3510094.000000 Penalty: 5026.387207
	Iteration 104Q: 3 clusters Score -3510094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3510091.500000 Penalty: 5026.387207
	Iteration 105Q: 3 clusters Score -3510092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3510095.000000 Penalty: 5026.387207
	Iteration 106Q: 3 clusters Score -3510095 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3510099.500000 Penalty: 5026.387207
	Iteration 107Q: 3 clusters Score -3510100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3510099.250000 Penalty: 5026.387207
	Iteration 108Q: 3 clusters Score -3510099 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3510102.750000 Penalty: 5026.387207
	Iteration 109Q: 3 clusters Score -3510103 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3510108.000000 Penalty: 5026.387207
	Iteration 110Q: 3 clusters Score -3510108 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23763 members 
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Entering Unmasked Estep 
Score: -3510112.500000 Penalty: 5026.387207
	Iteration 111Q: 3 clusters Score -3510112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3510121.750000 Penalty: 5026.387207
	Iteration 112Q: 3 clusters Score -3510122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3510127.250000 Penalty: 5026.387207
	Iteration 113Q: 3 clusters Score -3510127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3510134.250000 Penalty: 5026.387207
	Iteration 114Q: 3 clusters Score -3510134 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3510139.750000 Penalty: 5026.387207
	Iteration 115Q: 3 clusters Score -3510140 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3510146.750000 Penalty: 5026.387207
	Iteration 116Q: 3 clusters Score -3510147 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3510153.250000 Penalty: 5026.387207
	Iteration 117Q: 3 clusters Score -3510153 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3510153.000000 Penalty: 5026.387207
	Iteration 118Q: 3 clusters Score -3510153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3510155.750000 Penalty: 5026.387207
	Iteration 119Q: 3 clusters Score -3510156 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3510158.000000 Penalty: 5026.387207
	Iteration 120F: 3 clusters Score -3510158 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3510157.250000 Penalty: 5026.387207
	Iteration 121Q: 3 clusters Score -3510157 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3510158.500000 Penalty: 5026.387207
	Iteration 122Q: 3 clusters Score -3510158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3510163.750000 Penalty: 5026.387207
	Iteration 123Q: 3 clusters Score -3510164 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3510165.000000 Penalty: 5026.387207
	Iteration 124Q: 3 clusters Score -3510165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3510168.000000 Penalty: 5026.387207
	Iteration 125Q: 3 clusters Score -3510168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3510176.500000 Penalty: 5026.387207
	Iteration 126Q: 3 clusters Score -3510176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3510184.750000 Penalty: 5026.387207
	Iteration 127Q: 3 clusters Score -3510185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3510186.750000 Penalty: 5026.387207
	Iteration 128Q: 3 clusters Score -3510187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3510186.750000 Penalty: 5026.387207
	Iteration 129Q: 3 clusters Score -3510187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3510184.250000 Penalty: 5026.387207
	Iteration 130Q: 3 clusters Score -3510184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3510185.250000 Penalty: 5026.387207
	Iteration 131Q: 3 clusters Score -3510185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3510187.000000 Penalty: 5026.387207
	Iteration 132Q: 3 clusters Score -3510187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3510187.000000 Penalty: 5026.387207
	Iteration 133Q: 3 clusters Score -3510187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3510190.000000 Penalty: 5026.387207
	Iteration 134Q: 3 clusters Score -3510190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3510187.250000 Penalty: 5026.387207
	Iteration 135Q: 3 clusters Score -3510187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3510187.750000 Penalty: 5026.387207
	Iteration 136Q: 3 clusters Score -3510188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3510189.250000 Penalty: 5026.387207
	Iteration 137Q: 3 clusters Score -3510189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3510193.750000 Penalty: 5026.387207
	Iteration 138Q: 3 clusters Score -3510194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3510191.750000 Penalty: 5026.387207
	Iteration 139Q: 3 clusters Score -3510192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3510195.500000 Penalty: 5026.387207
	Iteration 140F: 3 clusters Score -3510196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3510195.500000 Penalty: 5026.387207
	Iteration 141Q: 3 clusters Score -3510196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3510197.000000 Penalty: 5026.387207
	Iteration 142Q: 3 clusters Score -3510197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3510199.500000 Penalty: 5026.387207
	Iteration 143Q: 3 clusters Score -3510200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3510201.000000 Penalty: 5026.387207
	Iteration 144Q: 3 clusters Score -3510201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3510201.250000 Penalty: 5026.387207
	Iteration 145Q: 3 clusters Score -3510201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3510199.500000 Penalty: 5026.387207
	Iteration 146Q: 3 clusters Score -3510200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3510200.000000 Penalty: 5026.387207
	Iteration 147Q: 3 clusters Score -3510200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3510202.000000 Penalty: 5026.387207
	Iteration 148Q: 3 clusters Score -3510202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3510201.250000 Penalty: 5026.387207
	Iteration 149Q: 3 clusters Score -3510201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3510201.750000 Penalty: 5026.387207
	Iteration 150Q: 3 clusters Score -3510202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3510203.500000 Penalty: 5026.387207
	Iteration 151Q: 3 clusters Score -3510204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3510200.500000 Penalty: 5026.387207
	Iteration 152Q: 3 clusters Score -3510200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3510200.250000 Penalty: 5026.387207
	Iteration 153Q: 3 clusters Score -3510200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3510199.250000 Penalty: 5026.387207
	Iteration 154Q: 3 clusters Score -3510199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3510203.250000 Penalty: 5026.387207
	Iteration 155Q: 3 clusters Score -3510203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3510206.500000 Penalty: 5026.387207
	Iteration 156Q: 3 clusters Score -3510206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3510206.000000 Penalty: 5026.387207
	Iteration 157Q: 3 clusters Score -3510206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3510206.000000 Penalty: 5026.387207
	Iteration 158F: 3 clusters Score -3510206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -111208.390625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -111208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -109372.976562 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -109373 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109892.718750 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -109892.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -110130.015625 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -110130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110297.070312 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -110297.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110547.093750 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -110547.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110886.210938 Penalty: 3398.187744
	Iteration 5F: 3 clusters Score -110886.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111229.703125 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -111229.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -111335.320312 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -111335.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111413.343750 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -111413.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -111489.093750 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -111489.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -111542.593750 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -111542.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -111614.515625 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -111614.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -111671.195312 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -111671.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -111740.851562 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -111740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -111759.226562 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -111759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -111772.406250 Penalty: 3398.187744
	Iteration 15Q: 3 clusters Score -111772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -111788.015625 Penalty: 3398.187744
	Iteration 16Q: 3 clusters Score -111788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -111810.609375 Penalty: 3398.187744
	Iteration 17Q: 3 clusters Score -111810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -111818.781250 Penalty: 3398.187744
	Iteration 18Q: 3 clusters Score -111818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -111827.984375 Penalty: 3398.187744
	Iteration 19Q: 3 clusters Score -111828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -111827.984375 Penalty: 3398.187744
	Iteration 20F: 3 clusters Score -111828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49802 members 
Mstep: Class 4 contains 91789 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 119602 members 
Mstep: Class 8 contains 110059 members 
Mstep: Class 9 contains 231245 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25181 members 
Mstep: Class 12 contains 685 members 
Mstep: Class 13 contains 3990 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18530 members 
Mstep: Class 16 contains 3862 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150821 members 
Mstep: Class 19 contains 36155 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 260 members 
Entering Unmasked Estep 
Score: -137453152.000000 Penalty: 82313.867188
Splitting cluster 12 changes total score from -137454032.000000 to -137453152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Entering Unmasked Estep 
Score: -537000.000000 Penalty: 2056.303711
	Iteration 0F: 2 clusters Score -537000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -533087.500000 Penalty: 4112.607422
	Iteration 0F: 3 clusters Score -533087.5 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -534000.062500 Penalty: 4112.607422
	Iteration 1F: 3 clusters Score -534000.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -534180.187500 Penalty: 4112.607422
	Iteration 2F: 3 clusters Score -534180.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -534312.625000 Penalty: 4112.607422
	Iteration 3F: 3 clusters Score -534312.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -534400.625000 Penalty: 4112.607422
	Iteration 4Q: 3 clusters Score -534400.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -534463.750000 Penalty: 4112.607422
	Iteration 5Q: 3 clusters Score -534463.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -534516.062500 Penalty: 4112.607422
	Iteration 6Q: 3 clusters Score -534516.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -534567.562500 Penalty: 4112.607422
	Iteration 7Q: 3 clusters Score -534567.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -534610.375000 Penalty: 4112.607422
	Iteration 8Q: 3 clusters Score -534610.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -534639.125000 Penalty: 4112.607422
	Iteration 9Q: 3 clusters Score -534639.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -534661.500000 Penalty: 4112.607422
	Iteration 10Q: 3 clusters Score -534661.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -534686.375000 Penalty: 4112.607422
	Iteration 11Q: 3 clusters Score -534686.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -534710.000000 Penalty: 4112.607422
	Iteration 12Q: 3 clusters Score -534710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -534729.562500 Penalty: 4112.607422
	Iteration 13Q: 3 clusters Score -534729.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -534748.750000 Penalty: 4112.607422
	Iteration 14Q: 3 clusters Score -534748.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -534764.437500 Penalty: 4112.607422
	Iteration 15Q: 3 clusters Score -534764.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -534785.562500 Penalty: 4112.607422
	Iteration 16Q: 3 clusters Score -534785.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -534809.062500 Penalty: 4112.607422
	Iteration 17Q: 3 clusters Score -534809.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -534825.375000 Penalty: 4112.607422
	Iteration 18Q: 3 clusters Score -534825.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -534844.875000 Penalty: 4112.607422
	Iteration 19Q: 3 clusters Score -534844.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -534864.437500 Penalty: 4112.607422
	Iteration 20F: 3 clusters Score -534864.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -534879.750000 Penalty: 4112.607422
	Iteration 21Q: 3 clusters Score -534879.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -534895.875000 Penalty: 4112.607422
	Iteration 22Q: 3 clusters Score -534895.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -534907.000000 Penalty: 4112.607422
	Iteration 23Q: 3 clusters Score -534907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -534918.062500 Penalty: 4112.607422
	Iteration 24Q: 3 clusters Score -534918.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -534930.187500 Penalty: 4112.607422
	Iteration 25Q: 3 clusters Score -534930.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -534944.500000 Penalty: 4112.607422
	Iteration 26Q: 3 clusters Score -534944.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -534957.125000 Penalty: 4112.607422
	Iteration 27Q: 3 clusters Score -534957.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -534966.125000 Penalty: 4112.607422
	Iteration 28Q: 3 clusters Score -534966.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -534976.250000 Penalty: 4112.607422
	Iteration 29Q: 3 clusters Score -534976.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -534982.875000 Penalty: 4112.607422
	Iteration 30Q: 3 clusters Score -534982.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -534995.125000 Penalty: 4112.607422
	Iteration 31Q: 3 clusters Score -534995.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -535003.687500 Penalty: 4112.607422
	Iteration 32Q: 3 clusters Score -535003.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -535013.062500 Penalty: 4112.607422
	Iteration 33Q: 3 clusters Score -535013.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -535020.250000 Penalty: 4112.607422
	Iteration 34Q: 3 clusters Score -535020.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -535024.000000 Penalty: 4112.607422
	Iteration 35Q: 3 clusters Score -535024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -535028.687500 Penalty: 4112.607422
	Iteration 36Q: 3 clusters Score -535028.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -535031.187500 Penalty: 4112.607422
	Iteration 37Q: 3 clusters Score -535031.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -535034.562500 Penalty: 4112.607422
	Iteration 38Q: 3 clusters Score -535034.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -535037.750000 Penalty: 4112.607422
	Iteration 39Q: 3 clusters Score -535037.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -535041.312500 Penalty: 4112.607422
	Iteration 40F: 3 clusters Score -535041.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -535043.250000 Penalty: 4112.607422
	Iteration 41Q: 3 clusters Score -535043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -535046.562500 Penalty: 4112.607422
	Iteration 42Q: 3 clusters Score -535046.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -535053.187500 Penalty: 4112.607422
	Iteration 43Q: 3 clusters Score -535053.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -535058.812500 Penalty: 4112.607422
	Iteration 44Q: 3 clusters Score -535058.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -535064.750000 Penalty: 4112.607422
	Iteration 45Q: 3 clusters Score -535064.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -535069.375000 Penalty: 4112.607422
	Iteration 46Q: 3 clusters Score -535069.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -535073.125000 Penalty: 4112.607422
	Iteration 47Q: 3 clusters Score -535073.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -535078.062500 Penalty: 4112.607422
	Iteration 48Q: 3 clusters Score -535078.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -535082.375000 Penalty: 4112.607422
	Iteration 49Q: 3 clusters Score -535082.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -535086.000000 Penalty: 4112.607422
	Iteration 50Q: 3 clusters Score -535086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -535091.937500 Penalty: 4112.607422
	Iteration 51Q: 3 clusters Score -535091.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -535100.812500 Penalty: 4112.607422
	Iteration 52Q: 3 clusters Score -535100.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -535109.437500 Penalty: 4112.607422
	Iteration 53Q: 3 clusters Score -535109.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -535116.687500 Penalty: 4112.607422
	Iteration 54Q: 3 clusters Score -535116.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -535121.000000 Penalty: 4112.607422
	Iteration 55Q: 3 clusters Score -535121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -535125.437500 Penalty: 4112.607422
	Iteration 56Q: 3 clusters Score -535125.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -535131.500000 Penalty: 4112.607422
	Iteration 57Q: 3 clusters Score -535131.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -535135.375000 Penalty: 4112.607422
	Iteration 58Q: 3 clusters Score -535135.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -535139.125000 Penalty: 4112.607422
	Iteration 59Q: 3 clusters Score -535139.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -535142.500000 Penalty: 4112.607422
	Iteration 60F: 3 clusters Score -535142.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -535146.187500 Penalty: 4112.607422
	Iteration 61Q: 3 clusters Score -535146.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -535150.437500 Penalty: 4112.607422
	Iteration 62Q: 3 clusters Score -535150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -535151.812500 Penalty: 4112.607422
	Iteration 63Q: 3 clusters Score -535151.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -535152.500000 Penalty: 4112.607422
	Iteration 64Q: 3 clusters Score -535152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -535153.250000 Penalty: 4112.607422
	Iteration 65Q: 3 clusters Score -535153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -535154.125000 Penalty: 4112.607422
	Iteration 66Q: 3 clusters Score -535154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -535154.125000 Penalty: 4112.607422
	Iteration 67F: 3 clusters Score -535154.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -161906.343750 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -161906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -159770.875000 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -159770.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -160080.937500 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -160080.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -160208.984375 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -160209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -160302.750000 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -160302.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160343.515625 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -160343.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160371.390625 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -160371.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -160389.609375 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -160389.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -160402.281250 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -160402.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -160422.546875 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -160422.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -160440.234375 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -160440.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -160447.796875 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -160447.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -160451.218750 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -160451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -160454.593750 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -160454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160454.890625 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -160454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160454.890625 Penalty: 3519.563232
	Iteration 14F: 3 clusters Score -160454.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Entering Unmasked Estep 
Score: -2579462.500000 Penalty: 2437.132324
	Iteration 0F: 2 clusters Score -2579462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2566260.000000 Penalty: 4874.264648
	Iteration 0F: 3 clusters Score -2566260 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2570929.750000 Penalty: 4874.264648
	Iteration 1F: 3 clusters Score -2570930 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2571423.750000 Penalty: 4874.264648
	Iteration 2F: 3 clusters Score -2571424 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2571899.750000 Penalty: 4874.264648
	Iteration 3F: 3 clusters Score -2571900 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2572456.500000 Penalty: 4874.264648
	Iteration 4F: 3 clusters Score -2572456 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2573038.000000 Penalty: 4874.264648
	Iteration 5F: 3 clusters Score -2573038 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2573765.250000 Penalty: 4874.264648
	Iteration 6F: 3 clusters Score -2573765 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2574602.500000 Penalty: 4874.264648
	Iteration 7F: 3 clusters Score -2574602 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2575378.250000 Penalty: 4874.264648
	Iteration 8F: 3 clusters Score -2575378 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2575997.000000 Penalty: 4874.264648
	Iteration 9Q: 3 clusters Score -2575997 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2576346.500000 Penalty: 4874.264648
	Iteration 10Q: 3 clusters Score -2576346 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2576492.000000 Penalty: 4874.264648
	Iteration 11Q: 3 clusters Score -2576492 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2576571.750000 Penalty: 4874.264648
	Iteration 12Q: 3 clusters Score -2576572 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2576634.750000 Penalty: 4874.264648
	Iteration 13Q: 3 clusters Score -2576635 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2576668.000000 Penalty: 4874.264648
	Iteration 14Q: 3 clusters Score -2576668 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2576709.000000 Penalty: 4874.264648
	Iteration 15Q: 3 clusters Score -2576709 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2576747.000000 Penalty: 4874.264648
	Iteration 16Q: 3 clusters Score -2576747 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2576768.500000 Penalty: 4874.264648
	Iteration 17Q: 3 clusters Score -2576768 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2576793.000000 Penalty: 4874.264648
	Iteration 18Q: 3 clusters Score -2576793 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2576811.750000 Penalty: 4874.264648
	Iteration 19Q: 3 clusters Score -2576812 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2576835.250000 Penalty: 4874.264648
	Iteration 20F: 3 clusters Score -2576835 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2576867.500000 Penalty: 4874.264648
	Iteration 21Q: 3 clusters Score -2576868 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2576878.750000 Penalty: 4874.264648
	Iteration 22Q: 3 clusters Score -2576879 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2576904.500000 Penalty: 4874.264648
	Iteration 23Q: 3 clusters Score -2576904 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2576934.250000 Penalty: 4874.264648
	Iteration 24Q: 3 clusters Score -2576934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2576960.500000 Penalty: 4874.264648
	Iteration 25Q: 3 clusters Score -2576960 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2576992.750000 Penalty: 4874.264648
	Iteration 26Q: 3 clusters Score -2576993 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2577013.750000 Penalty: 4874.264648
	Iteration 27Q: 3 clusters Score -2577014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2577044.500000 Penalty: 4874.264648
	Iteration 28Q: 3 clusters Score -2577044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2577085.250000 Penalty: 4874.264648
	Iteration 29Q: 3 clusters Score -2577085 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2577119.000000 Penalty: 4874.264648
	Iteration 30Q: 3 clusters Score -2577119 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2577147.500000 Penalty: 4874.264648
	Iteration 31Q: 3 clusters Score -2577148 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2577176.250000 Penalty: 4874.264648
	Iteration 32Q: 3 clusters Score -2577176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2577202.750000 Penalty: 4874.264648
	Iteration 33Q: 3 clusters Score -2577203 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2577216.000000 Penalty: 4874.264648
	Iteration 34Q: 3 clusters Score -2577216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2577237.750000 Penalty: 4874.264648
	Iteration 35Q: 3 clusters Score -2577238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2577250.250000 Penalty: 4874.264648
	Iteration 36Q: 3 clusters Score -2577250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2577257.750000 Penalty: 4874.264648
	Iteration 37Q: 3 clusters Score -2577258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2577261.750000 Penalty: 4874.264648
	Iteration 38Q: 3 clusters Score -2577262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2577275.000000 Penalty: 4874.264648
	Iteration 39Q: 3 clusters Score -2577275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2577286.000000 Penalty: 4874.264648
	Iteration 40F: 3 clusters Score -2577286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2577290.500000 Penalty: 4874.264648
	Iteration 41Q: 3 clusters Score -2577290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2577298.250000 Penalty: 4874.264648
	Iteration 42Q: 3 clusters Score -2577298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2577300.750000 Penalty: 4874.264648
	Iteration 43Q: 3 clusters Score -2577301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2577303.750000 Penalty: 4874.264648
	Iteration 44Q: 3 clusters Score -2577304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2577307.750000 Penalty: 4874.264648
	Iteration 45Q: 3 clusters Score -2577308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2577312.000000 Penalty: 4874.264648
	Iteration 46Q: 3 clusters Score -2577312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2577309.750000 Penalty: 4874.264648
	Iteration 47Q: 3 clusters Score -2577310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2577307.250000 Penalty: 4874.264648
	Iteration 48Q: 3 clusters Score -2577307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2577310.250000 Penalty: 4874.264648
	Iteration 49Q: 3 clusters Score -2577310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2577313.000000 Penalty: 4874.264648
	Iteration 50Q: 3 clusters Score -2577313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2577316.000000 Penalty: 4874.264648
	Iteration 51Q: 3 clusters Score -2577316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2577318.250000 Penalty: 4874.264648
	Iteration 52Q: 3 clusters Score -2577318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2577323.500000 Penalty: 4874.264648
	Iteration 53Q: 3 clusters Score -2577324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2577324.250000 Penalty: 4874.264648
	Iteration 54Q: 3 clusters Score -2577324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2577323.250000 Penalty: 4874.264648
	Iteration 55Q: 3 clusters Score -2577323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2577325.000000 Penalty: 4874.264648
	Iteration 56Q: 3 clusters Score -2577325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2577329.000000 Penalty: 4874.264648
	Iteration 57Q: 3 clusters Score -2577329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2577333.750000 Penalty: 4874.264648
	Iteration 58Q: 3 clusters Score -2577334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2577327.250000 Penalty: 4874.264648
	Iteration 59Q: 3 clusters Score -2577327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2577330.500000 Penalty: 4874.264648
	Iteration 60F: 3 clusters Score -2577330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2577331.750000 Penalty: 4874.264648
	Iteration 61Q: 3 clusters Score -2577332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2577331.500000 Penalty: 4874.264648
	Iteration 62Q: 3 clusters Score -2577332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2577329.250000 Penalty: 4874.264648
	Iteration 63Q: 3 clusters Score -2577329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2577332.750000 Penalty: 4874.264648
	Iteration 64Q: 3 clusters Score -2577333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2577331.000000 Penalty: 4874.264648
	Iteration 65Q: 3 clusters Score -2577331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2577335.250000 Penalty: 4874.264648
	Iteration 66Q: 3 clusters Score -2577335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2577340.000000 Penalty: 4874.264648
	Iteration 67Q: 3 clusters Score -2577340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2577342.500000 Penalty: 4874.264648
	Iteration 68Q: 3 clusters Score -2577342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2577346.500000 Penalty: 4874.264648
	Iteration 69Q: 3 clusters Score -2577346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2577351.000000 Penalty: 4874.264648
	Iteration 70Q: 3 clusters Score -2577351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2577350.750000 Penalty: 4874.264648
	Iteration 71Q: 3 clusters Score -2577351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2577352.500000 Penalty: 4874.264648
	Iteration 72Q: 3 clusters Score -2577352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2577357.250000 Penalty: 4874.264648
	Iteration 73Q: 3 clusters Score -2577357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2577359.500000 Penalty: 4874.264648
	Iteration 74Q: 3 clusters Score -2577360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2577364.250000 Penalty: 4874.264648
	Iteration 75Q: 3 clusters Score -2577364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2577361.500000 Penalty: 4874.264648
	Iteration 76Q: 3 clusters Score -2577362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2577361.500000 Penalty: 4874.264648
	Iteration 77Q: 3 clusters Score -2577362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2577363.000000 Penalty: 4874.264648
	Iteration 78Q: 3 clusters Score -2577363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2577369.250000 Penalty: 4874.264648
	Iteration 79Q: 3 clusters Score -2577369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2577369.000000 Penalty: 4874.264648
	Iteration 80F: 3 clusters Score -2577369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2577372.750000 Penalty: 4874.264648
	Iteration 81Q: 3 clusters Score -2577373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2577372.500000 Penalty: 4874.264648
	Iteration 82Q: 3 clusters Score -2577372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2577371.750000 Penalty: 4874.264648
	Iteration 83Q: 3 clusters Score -2577372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2577372.500000 Penalty: 4874.264648
	Iteration 84Q: 3 clusters Score -2577372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2577374.000000 Penalty: 4874.264648
	Iteration 85Q: 3 clusters Score -2577374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2577371.750000 Penalty: 4874.264648
	Iteration 86Q: 3 clusters Score -2577372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2577375.000000 Penalty: 4874.264648
	Iteration 87Q: 3 clusters Score -2577375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2577375.250000 Penalty: 4874.264648
	Iteration 88Q: 3 clusters Score -2577375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2577376.250000 Penalty: 4874.264648
	Iteration 89Q: 3 clusters Score -2577376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2577374.000000 Penalty: 4874.264648
	Iteration 90Q: 3 clusters Score -2577374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2577373.250000 Penalty: 4874.264648
	Iteration 91Q: 3 clusters Score -2577373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2577370.500000 Penalty: 4874.264648
	Iteration 92Q: 3 clusters Score -2577370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2577370.500000 Penalty: 4874.264648
	Iteration 93Q: 3 clusters Score -2577370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2577371.750000 Penalty: 4874.264648
	Iteration 94Q: 3 clusters Score -2577372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2577371.000000 Penalty: 4874.264648
	Iteration 95Q: 3 clusters Score -2577371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2577370.000000 Penalty: 4874.264648
	Iteration 96Q: 3 clusters Score -2577370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2577371.250000 Penalty: 4874.264648
	Iteration 97Q: 3 clusters Score -2577371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2577371.500000 Penalty: 4874.264648
	Iteration 98Q: 3 clusters Score -2577372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2577371.750000 Penalty: 4874.264648
	Iteration 99Q: 3 clusters Score -2577372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2577375.500000 Penalty: 4874.264648
	Iteration 100F: 3 clusters Score -2577376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2577372.500000 Penalty: 4874.264648
	Iteration 101Q: 3 clusters Score -2577372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2577374.750000 Penalty: 4874.264648
	Iteration 102Q: 3 clusters Score -2577375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2577375.500000 Penalty: 4874.264648
	Iteration 103Q: 3 clusters Score -2577376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2577376.000000 Penalty: 4874.264648
	Iteration 104Q: 3 clusters Score -2577376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2577377.000000 Penalty: 4874.264648
	Iteration 105Q: 3 clusters Score -2577377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2577376.500000 Penalty: 4874.264648
	Iteration 106Q: 3 clusters Score -2577376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2577373.750000 Penalty: 4874.264648
	Iteration 107Q: 3 clusters Score -2577374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2577378.000000 Penalty: 4874.264648
	Iteration 108Q: 3 clusters Score -2577378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2577382.750000 Penalty: 4874.264648
	Iteration 109Q: 3 clusters Score -2577383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2577384.000000 Penalty: 4874.264648
	Iteration 110Q: 3 clusters Score -2577384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2577385.000000 Penalty: 4874.264648
	Iteration 111Q: 3 clusters Score -2577385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2577385.500000 Penalty: 4874.264648
	Iteration 112Q: 3 clusters Score -2577386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2577384.750000 Penalty: 4874.264648
	Iteration 113Q: 3 clusters Score -2577385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2577388.750000 Penalty: 4874.264648
	Iteration 114Q: 3 clusters Score -2577389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2577391.000000 Penalty: 4874.264648
	Iteration 115Q: 3 clusters Score -2577391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2577392.750000 Penalty: 4874.264648
	Iteration 116Q: 3 clusters Score -2577393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2577393.750000 Penalty: 4874.264648
	Iteration 117Q: 3 clusters Score -2577394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2577393.250000 Penalty: 4874.264648
	Iteration 118Q: 3 clusters Score -2577393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2577392.000000 Penalty: 4874.264648
	Iteration 119Q: 3 clusters Score -2577392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2577392.000000 Penalty: 4874.264648
	Iteration 120F: 3 clusters Score -2577392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2577394.750000 Penalty: 4874.264648
	Iteration 121Q: 3 clusters Score -2577395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2577394.000000 Penalty: 4874.264648
	Iteration 122Q: 3 clusters Score -2577394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2577395.500000 Penalty: 4874.264648
	Iteration 123Q: 3 clusters Score -2577396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2577395.750000 Penalty: 4874.264648
	Iteration 124Q: 3 clusters Score -2577396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2577395.500000 Penalty: 4874.264648
	Iteration 125Q: 3 clusters Score -2577396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2577394.750000 Penalty: 4874.264648
	Iteration 126Q: 3 clusters Score -2577395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2577396.750000 Penalty: 4874.264648
	Iteration 127Q: 3 clusters Score -2577397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2577399.000000 Penalty: 4874.264648
	Iteration 128Q: 3 clusters Score -2577399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2577399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2577399.250000 Penalty: 4874.264648
	Iteration 130F: 3 clusters Score -2577399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -496016.718750 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -496016.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -492192.968750 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -492193 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -493125.125000 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -493125.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -493362.250000 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -493362.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -493489.625000 Penalty: 4096.434570
	Iteration 3F: 3 clusters Score -493489.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -493571.625000 Penalty: 4096.434570
	Iteration 4Q: 3 clusters Score -493571.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -493635.656250 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -493635.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -493704.531250 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -493704.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -493770.062500 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -493770.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -493835.062500 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -493835.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -493906.562500 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -493906.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -493972.781250 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -493972.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -494029.406250 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -494029.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -494075.218750 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -494075.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -494125.625000 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -494125.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -494166.843750 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -494166.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -494209.250000 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -494209.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -494241.562500 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -494241.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -494261.843750 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -494261.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -494279.875000 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -494279.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -494297.375000 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -494297.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -494316.937500 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -494316.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -494333.937500 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -494333.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -494346.125000 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -494346.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -494355.281250 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -494355.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -494361.531250 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -494361.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -494366.218750 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -494366.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -494368.468750 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -494368.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -494371.593750 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -494371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -494375.875000 Penalty: 4096.434570
	Iteration 28Q: 3 clusters Score -494375.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -494380.281250 Penalty: 4096.434570
	Iteration 29Q: 3 clusters Score -494380.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -494383.656250 Penalty: 4096.434570
	Iteration 30Q: 3 clusters Score -494383.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -494387.843750 Penalty: 4096.434570
	Iteration 31Q: 3 clusters Score -494387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -494390.437500 Penalty: 4096.434570
	Iteration 32Q: 3 clusters Score -494390.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -494395.312500 Penalty: 4096.434570
	Iteration 33Q: 3 clusters Score -494395.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -494400.906250 Penalty: 4096.434570
	Iteration 34Q: 3 clusters Score -494400.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -494405.031250 Penalty: 4096.434570
	Iteration 35Q: 3 clusters Score -494405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -494412.468750 Penalty: 4096.434570
	Iteration 36Q: 3 clusters Score -494412.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -494415.625000 Penalty: 4096.434570
	Iteration 37Q: 3 clusters Score -494415.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -494420.156250 Penalty: 4096.434570
	Iteration 38Q: 3 clusters Score -494420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -494427.656250 Penalty: 4096.434570
	Iteration 39Q: 3 clusters Score -494427.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -494435.750000 Penalty: 4096.434570
	Iteration 40F: 3 clusters Score -494435.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -494442.406250 Penalty: 4096.434570
	Iteration 41Q: 3 clusters Score -494442.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -494450.500000 Penalty: 4096.434570
	Iteration 42Q: 3 clusters Score -494450.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -494456.156250 Penalty: 4096.434570
	Iteration 43Q: 3 clusters Score -494456.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -494463.281250 Penalty: 4096.434570
	Iteration 44Q: 3 clusters Score -494463.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -494470.343750 Penalty: 4096.434570
	Iteration 45Q: 3 clusters Score -494470.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -494479.718750 Penalty: 4096.434570
	Iteration 46Q: 3 clusters Score -494479.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -494487.812500 Penalty: 4096.434570
	Iteration 47Q: 3 clusters Score -494487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -494491.343750 Penalty: 4096.434570
	Iteration 48Q: 3 clusters Score -494491.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -494498.468750 Penalty: 4096.434570
	Iteration 49Q: 3 clusters Score -494498.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -494509.875000 Penalty: 4096.434570
	Iteration 50Q: 3 clusters Score -494509.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -494521.656250 Penalty: 4096.434570
	Iteration 51Q: 3 clusters Score -494521.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -494529.968750 Penalty: 4096.434570
	Iteration 52Q: 3 clusters Score -494530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -494535.218750 Penalty: 4096.434570
	Iteration 53Q: 3 clusters Score -494535.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -494539.906250 Penalty: 4096.434570
	Iteration 54Q: 3 clusters Score -494539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -494541.250000 Penalty: 4096.434570
	Iteration 55Q: 3 clusters Score -494541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -494542.406250 Penalty: 4096.434570
	Iteration 56Q: 3 clusters Score -494542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -494543.562500 Penalty: 4096.434570
	Iteration 57Q: 3 clusters Score -494543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -494544.406250 Penalty: 4096.434570
	Iteration 58Q: 3 clusters Score -494544.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -494545.281250 Penalty: 4096.434570
	Iteration 59Q: 3 clusters Score -494545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -494546.968750 Penalty: 4096.434570
	Iteration 60F: 3 clusters Score -494547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -494548.531250 Penalty: 4096.434570
	Iteration 61Q: 3 clusters Score -494548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -494549.156250 Penalty: 4096.434570
	Iteration 62Q: 3 clusters Score -494549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -494551.843750 Penalty: 4096.434570
	Iteration 63Q: 3 clusters Score -494551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -494551.843750 Penalty: 4096.434570
	Iteration 64F: 3 clusters Score -494551.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -12104.263672 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -12104.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11258.681641 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -11258.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (150821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150821 members 
Entering Unmasked Estep 
Score: -20819988.000000 Penalty: 2957.114502
	Iteration 0F: 2 clusters Score -2.081999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75421 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -20720602.000000 Penalty: 5914.229004
	Iteration 0F: 3 clusters Score -2.07206e+07 nChanged 72285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -20762366.000000 Penalty: 5914.229004
	Iteration 1F: 3 clusters Score -2.076237e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -20763232.000000 Penalty: 5914.229004
	Iteration 2Q: 3 clusters Score -2.076323e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78474 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -20764314.000000 Penalty: 5914.229004
	Iteration 3Q: 3 clusters Score -2.076431e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80088 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -20765750.000000 Penalty: 5914.229004
	Iteration 4Q: 3 clusters Score -2.076575e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -20767710.000000 Penalty: 5914.229004
	Iteration 5Q: 3 clusters Score -2.076771e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -20770310.000000 Penalty: 5914.229004
	Iteration 6Q: 3 clusters Score -2.077031e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89133 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -20773914.000000 Penalty: 5914.229004
	Iteration 7Q: 3 clusters Score -2.077391e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93441 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -20777910.000000 Penalty: 5914.229004
	Iteration 8F: 3 clusters Score -2.077791e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -20782764.000000 Penalty: 5914.229004
	Iteration 9F: 3 clusters Score -2.078276e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -20787476.000000 Penalty: 5914.229004
	Iteration 10F: 3 clusters Score -2.078748e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107554 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -20792028.000000 Penalty: 5914.229004
	Iteration 11Q: 3 clusters Score -2.079203e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111695 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -20796348.000000 Penalty: 5914.229004
	Iteration 12Q: 3 clusters Score -2.079635e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115450 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -20800006.000000 Penalty: 5914.229004
	Iteration 13Q: 3 clusters Score -2.080001e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118841 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -20802540.000000 Penalty: 5914.229004
	Iteration 14Q: 3 clusters Score -2.080254e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121995 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -20804564.000000 Penalty: 5914.229004
	Iteration 15Q: 3 clusters Score -2.080456e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125078 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -20805950.000000 Penalty: 5914.229004
	Iteration 16Q: 3 clusters Score -2.080595e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128171 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -20807426.000000 Penalty: 5914.229004
	Iteration 17Q: 3 clusters Score -2.080743e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131228 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -20808750.000000 Penalty: 5914.229004
	Iteration 18Q: 3 clusters Score -2.080875e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134212 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -20810310.000000 Penalty: 5914.229004
	Iteration 19Q: 3 clusters Score -2.081031e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136927 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -20811490.000000 Penalty: 5914.229004
	Iteration 20F: 3 clusters Score -2.081149e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -20812758.000000 Penalty: 5914.229004
	Iteration 21Q: 3 clusters Score -2.081276e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141612 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -20813796.000000 Penalty: 5914.229004
	Iteration 22Q: 3 clusters Score -2.08138e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143523 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -20814748.000000 Penalty: 5914.229004
	Iteration 23Q: 3 clusters Score -2.081475e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145102 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -20815512.000000 Penalty: 5914.229004
	Iteration 24Q: 3 clusters Score -2.081551e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146405 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -20816074.000000 Penalty: 5914.229004
	Iteration 25Q: 3 clusters Score -2.081607e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147349 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -20816436.000000 Penalty: 5914.229004
	Iteration 26Q: 3 clusters Score -2.081644e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148016 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -20816734.000000 Penalty: 5914.229004
	Iteration 27Q: 3 clusters Score -2.081673e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148500 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -20816932.000000 Penalty: 5914.229004
	Iteration 28Q: 3 clusters Score -2.081693e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148808 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -20817076.000000 Penalty: 5914.229004
	Iteration 29Q: 3 clusters Score -2.081708e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149041 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -20817152.000000 Penalty: 5914.229004
	Iteration 30Q: 3 clusters Score -2.081715e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149211 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -20817260.000000 Penalty: 5914.229004
	Iteration 31Q: 3 clusters Score -2.081726e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149357 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -20817294.000000 Penalty: 5914.229004
	Iteration 32Q: 3 clusters Score -2.081729e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149453 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -20817342.000000 Penalty: 5914.229004
	Iteration 33Q: 3 clusters Score -2.081734e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149544 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20817408.000000 Penalty: 5914.229004
	Iteration 34Q: 3 clusters Score -2.081741e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149613 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -20817428.000000 Penalty: 5914.229004
	Iteration 35Q: 3 clusters Score -2.081743e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149675 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -20817436.000000 Penalty: 5914.229004
	Iteration 36Q: 3 clusters Score -2.081744e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149730 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -20817470.000000 Penalty: 5914.229004
	Iteration 37Q: 3 clusters Score -2.081747e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149765 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -20817458.000000 Penalty: 5914.229004
	Iteration 38Q: 3 clusters Score -2.081746e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149793 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -20817490.000000 Penalty: 5914.229004
	Iteration 39Q: 3 clusters Score -2.081749e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149823 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -20817498.000000 Penalty: 5914.229004
	Iteration 40F: 3 clusters Score -2.08175e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149848 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -20817530.000000 Penalty: 5914.229004
	Iteration 41Q: 3 clusters Score -2.081753e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149877 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -20817540.000000 Penalty: 5914.229004
	Iteration 42Q: 3 clusters Score -2.081754e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149905 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -20817532.000000 Penalty: 5914.229004
	Iteration 43Q: 3 clusters Score -2.081753e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149932 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -20817560.000000 Penalty: 5914.229004
	Iteration 44Q: 3 clusters Score -2.081756e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149957 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -20817584.000000 Penalty: 5914.229004
	Iteration 45Q: 3 clusters Score -2.081758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149974 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -20817578.000000 Penalty: 5914.229004
	Iteration 46Q: 3 clusters Score -2.081758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -20817626.000000 Penalty: 5914.229004
	Iteration 47Q: 3 clusters Score -2.081763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149993 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -20817628.000000 Penalty: 5914.229004
	Iteration 48Q: 3 clusters Score -2.081763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150004 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -20817624.000000 Penalty: 5914.229004
	Iteration 49Q: 3 clusters Score -2.081762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150007 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -20817630.000000 Penalty: 5914.229004
	Iteration 50Q: 3 clusters Score -2.081763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150011 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -20817628.000000 Penalty: 5914.229004
	Iteration 51Q: 3 clusters Score -2.081763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150013 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -20817628.000000 Penalty: 5914.229004
	Iteration 52Q: 3 clusters Score -2.081763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -20817626.000000 Penalty: 5914.229004
	Iteration 53Q: 3 clusters Score -2.081763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150022 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -20817620.000000 Penalty: 5914.229004
	Iteration 54Q: 3 clusters Score -2.081762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150027 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -20817622.000000 Penalty: 5914.229004
	Iteration 55Q: 3 clusters Score -2.081762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150031 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -20817634.000000 Penalty: 5914.229004
	Iteration 56Q: 3 clusters Score -2.081763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150032 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -20817624.000000 Penalty: 5914.229004
	Iteration 57Q: 3 clusters Score -2.081762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150034 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -20817638.000000 Penalty: 5914.229004
	Iteration 58Q: 3 clusters Score -2.081764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150038 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -20817636.000000 Penalty: 5914.229004
	Iteration 59Q: 3 clusters Score -2.081764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150040 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -20817636.000000 Penalty: 5914.229004
	Iteration 60F: 3 clusters Score -2.081764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Entering Unmasked Estep 
Score: -4911691.000000 Penalty: 2602.901367
	Iteration 0F: 2 clusters Score -4911691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4886940.000000 Penalty: 5205.802734
	Iteration 0F: 3 clusters Score -4886940 nChanged 16574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4896351.000000 Penalty: 5205.802734
	Iteration 1F: 3 clusters Score -4896351 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4897233.500000 Penalty: 5205.802734
	Iteration 2F: 3 clusters Score -4897234 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -4898231.500000 Penalty: 5205.802734
	Iteration 3F: 3 clusters Score -4898232 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -4899158.500000 Penalty: 5205.802734
	Iteration 4F: 3 clusters Score -4899158 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -4900095.000000 Penalty: 5205.802734
	Iteration 5F: 3 clusters Score -4900095 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4901052.000000 Penalty: 5205.802734
	Iteration 6F: 3 clusters Score -4901052 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -4902140.500000 Penalty: 5205.802734
	Iteration 7F: 3 clusters Score -4902140 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -4903255.500000 Penalty: 5205.802734
	Iteration 8F: 3 clusters Score -4903256 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -4904288.000000 Penalty: 5205.802734
	Iteration 9Q: 3 clusters Score -4904288 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -4905087.000000 Penalty: 5205.802734
	Iteration 10Q: 3 clusters Score -4905087 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -4905625.500000 Penalty: 5205.802734
	Iteration 11Q: 3 clusters Score -4905626 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -4905978.000000 Penalty: 5205.802734
	Iteration 12Q: 3 clusters Score -4905978 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -4906338.500000 Penalty: 5205.802734
	Iteration 13Q: 3 clusters Score -4906338 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -4906679.500000 Penalty: 5205.802734
	Iteration 14Q: 3 clusters Score -4906680 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -4906955.000000 Penalty: 5205.802734
	Iteration 15Q: 3 clusters Score -4906955 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -4907270.500000 Penalty: 5205.802734
	Iteration 16Q: 3 clusters Score -4907270 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -4907613.500000 Penalty: 5205.802734
	Iteration 17Q: 3 clusters Score -4907614 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -4907889.500000 Penalty: 5205.802734
	Iteration 18Q: 3 clusters Score -4907890 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4908184.000000 Penalty: 5205.802734
	Iteration 19Q: 3 clusters Score -4908184 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -4908416.000000 Penalty: 5205.802734
	Iteration 20F: 3 clusters Score -4908416 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4908611.000000 Penalty: 5205.802734
	Iteration 21Q: 3 clusters Score -4908611 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -4908742.500000 Penalty: 5205.802734
	Iteration 22Q: 3 clusters Score -4908742 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4908881.000000 Penalty: 5205.802734
	Iteration 23Q: 3 clusters Score -4908881 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4908971.000000 Penalty: 5205.802734
	Iteration 24Q: 3 clusters Score -4908971 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -4909074.000000 Penalty: 5205.802734
	Iteration 25Q: 3 clusters Score -4909074 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4909149.000000 Penalty: 5205.802734
	Iteration 26Q: 3 clusters Score -4909149 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4909215.000000 Penalty: 5205.802734
	Iteration 27Q: 3 clusters Score -4909215 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4909249.000000 Penalty: 5205.802734
	Iteration 28Q: 3 clusters Score -4909249 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -4909310.500000 Penalty: 5205.802734
	Iteration 29Q: 3 clusters Score -4909310 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -4909364.500000 Penalty: 5205.802734
	Iteration 30Q: 3 clusters Score -4909364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -4909420.000000 Penalty: 5205.802734
	Iteration 31Q: 3 clusters Score -4909420 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -4909446.500000 Penalty: 5205.802734
	Iteration 32Q: 3 clusters Score -4909446 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -4909475.500000 Penalty: 5205.802734
	Iteration 33Q: 3 clusters Score -4909476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -4909502.000000 Penalty: 5205.802734
	Iteration 34Q: 3 clusters Score -4909502 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4909538.500000 Penalty: 5205.802734
	Iteration 35Q: 3 clusters Score -4909538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -4909555.500000 Penalty: 5205.802734
	Iteration 36Q: 3 clusters Score -4909556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -4909571.500000 Penalty: 5205.802734
	Iteration 37Q: 3 clusters Score -4909572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -4909580.000000 Penalty: 5205.802734
	Iteration 38Q: 3 clusters Score -4909580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -4909591.500000 Penalty: 5205.802734
	Iteration 39Q: 3 clusters Score -4909592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -4909590.500000 Penalty: 5205.802734
	Iteration 40F: 3 clusters Score -4909590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4909588.500000 Penalty: 5205.802734
	Iteration 41Q: 3 clusters Score -4909588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4909606.500000 Penalty: 5205.802734
	Iteration 42Q: 3 clusters Score -4909606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4909606.500000 Penalty: 5205.802734
	Iteration 43Q: 3 clusters Score -4909606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4909606.500000 Penalty: 5205.802734
	Iteration 44Q: 3 clusters Score -4909606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4909609.500000 Penalty: 5205.802734
	Iteration 45Q: 3 clusters Score -4909610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4909613.000000 Penalty: 5205.802734
	Iteration 46Q: 3 clusters Score -4909613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -4909618.000000 Penalty: 5205.802734
	Iteration 47Q: 3 clusters Score -4909618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4909617.000000 Penalty: 5205.802734
	Iteration 48Q: 3 clusters Score -4909617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -4909627.000000 Penalty: 5205.802734
	Iteration 49Q: 3 clusters Score -4909627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4909627.500000 Penalty: 5205.802734
	Iteration 50Q: 3 clusters Score -4909628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -4909634.000000 Penalty: 5205.802734
	Iteration 51Q: 3 clusters Score -4909634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -4909638.000000 Penalty: 5205.802734
	Iteration 52Q: 3 clusters Score -4909638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -4909636.500000 Penalty: 5205.802734
	Iteration 53Q: 3 clusters Score -4909636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -4909639.500000 Penalty: 5205.802734
	Iteration 54Q: 3 clusters Score -4909640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4909634.500000 Penalty: 5205.802734
	Iteration 55Q: 3 clusters Score -4909634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4909634.500000 Penalty: 5205.802734
	Iteration 56F: 3 clusters Score -4909634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -33586.828125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -33586.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32384.923828 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -32384.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32559.617188 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -32559.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32631.912109 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -32631.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32687.394531 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -32687.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32734.660156 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -32734.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32801.515625 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -32801.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32884.488281 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -32884.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33025.929688 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -33025.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33195.875000 Penalty: 2801.891357
	Iteration 8Q: 3 clusters Score -33195.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33274.687500 Penalty: 2801.891357
	Iteration 9Q: 3 clusters Score -33274.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33317.257812 Penalty: 2801.891357
	Iteration 10Q: 3 clusters Score -33317.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33325.769531 Penalty: 2801.891357
	Iteration 11Q: 3 clusters Score -33325.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33332.640625 Penalty: 2801.891357
	Iteration 12Q: 3 clusters Score -33332.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33333.988281 Penalty: 2801.891357
	Iteration 13F: 3 clusters Score -33333.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33351.097656 Penalty: 2801.891357
	Iteration 14Q: 3 clusters Score -33351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33370.324219 Penalty: 2801.891357
	Iteration 15Q: 3 clusters Score -33370.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33385.902344 Penalty: 2801.891357
	Iteration 16Q: 3 clusters Score -33385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33489.292969 Penalty: 2801.891357
	Iteration 17Q: 3 clusters Score -33489.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33670.531250 Penalty: 2801.891357
	Iteration 18Q: 3 clusters Score -33670.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33702.675781 Penalty: 2801.891357
	Iteration 19Q: 3 clusters Score -33702.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33702.675781 Penalty: 2801.891357
	Iteration 20F: 3 clusters Score -33702.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49802 members 
Mstep: Class 4 contains 91789 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 119602 members 
Mstep: Class 8 contains 110059 members 
Mstep: Class 9 contains 231245 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25181 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3990 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18530 members 
Mstep: Class 16 contains 3862 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150821 members 
Mstep: Class 19 contains 36155 members 
Mstep: Class 20 contains 81 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 203 members 
Entering Unmasked Estep 
Score: -137452160.000000 Penalty: 82313.867188
Splitting cluster 20 changes total score from -137454032.000000 to -137452160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -50654.781250 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -50654.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49218.171875 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -49218.17 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49376.843750 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -49376.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49462.187500 Penalty: 3004.165039
	Iteration 2Q: 3 clusters Score -49462.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49589.730469 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -49589.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49814.367188 Penalty: 3004.165039
	Iteration 4F: 3 clusters Score -49814.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50163.964844 Penalty: 3004.165039
	Iteration 5F: 3 clusters Score -50163.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50350.769531 Penalty: 3004.165039
	Iteration 6F: 3 clusters Score -50350.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50541.132812 Penalty: 3004.165039
	Iteration 7F: 3 clusters Score -50541.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50635.070312 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -50635.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50642.625000 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -50642.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50642.625000 Penalty: 3004.165039
	Iteration 10F: 3 clusters Score -50642.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -68452.445312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -68452.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66872.437500 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -66872.44 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67072.328125 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -67072.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67139.101562 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -67139.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67182.914062 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -67182.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67227.101562 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -67227.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67251.062500 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -67251.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67275.468750 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -67275.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67295.304688 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -67295.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67308.726562 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -67308.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67311.257812 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -67311.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67316.304688 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -67316.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67322.273438 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -67322.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67341.328125 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -67341.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67363.976562 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -67363.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67376.523438 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -67376.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67383.273438 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -67383.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67383.273438 Penalty: 3129.719482
	Iteration 16F: 3 clusters Score -67383.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -146967.906250 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -146967.9 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 559 members 
Entering Unmasked Estep 
Score: -144969.343750 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -144969.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -145268.062500 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -145268.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -145355.359375 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -145355.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -145385.328125 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -145385.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -145406.921875 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -145406.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145422.890625 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -145422.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -145426.703125 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -145426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145427.656250 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -145427.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145431.968750 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -145432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145435.125000 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -145435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145439.984375 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -145440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145440.531250 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -145440.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -145441.390625 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -145441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -145441.390625 Penalty: 3476.666748
	Iteration 13F: 3 clusters Score -145441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49802 members 
Mstep: Class 4 contains 91789 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 119602 members 
Mstep: Class 8 contains 110059 members 
Mstep: Class 9 contains 231245 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25181 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3990 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18530 members 
Mstep: Class 16 contains 3862 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150821 members 
Mstep: Class 19 contains 36155 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454144.000000 Penalty: 78884.125000
Iteration 159Q: 24 clusters Score -1.374541e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49804 members 
Mstep: Class 4 contains 91771 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 119941 members 
Mstep: Class 8 contains 110016 members 
Mstep: Class 9 contains 231108 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25169 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3989 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18521 members 
Mstep: Class 16 contains 3863 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150774 members 
Mstep: Class 19 contains 36147 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454176.000000 Penalty: 78884.125000
Iteration 160F: 24 clusters Score -1.374542e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163499 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49797 members 
Mstep: Class 4 contains 91757 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 120272 members 
Mstep: Class 8 contains 109971 members 
Mstep: Class 9 contains 230983 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25161 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3989 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18513 members 
Mstep: Class 16 contains 3859 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150728 members 
Mstep: Class 19 contains 36144 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454336.000000 Penalty: 78884.125000
Iteration 161Q: 24 clusters Score -1.374543e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163448 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49794 members 
Mstep: Class 4 contains 91736 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 120626 members 
Mstep: Class 8 contains 109927 members 
Mstep: Class 9 contains 230843 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25151 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3988 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18506 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150654 members 
Mstep: Class 19 contains 36146 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454192.000000 Penalty: 78884.125000
Iteration 162Q: 24 clusters Score -1.374542e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163389 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49791 members 
Mstep: Class 4 contains 91717 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 120989 members 
Mstep: Class 8 contains 109900 members 
Mstep: Class 9 contains 230708 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25136 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3988 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18487 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150566 members 
Mstep: Class 19 contains 36150 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454400.000000 Penalty: 78884.125000
Iteration 163Q: 24 clusters Score -1.374544e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163317 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49789 members 
Mstep: Class 4 contains 91697 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 121373 members 
Mstep: Class 8 contains 109863 members 
Mstep: Class 9 contains 230571 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25125 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3988 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18478 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150472 members 
Mstep: Class 19 contains 36149 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454304.000000 Penalty: 78884.125000
Iteration 164Q: 24 clusters Score -1.374543e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163249 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49790 members 
Mstep: Class 4 contains 91672 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 121765 members 
Mstep: Class 8 contains 109815 members 
Mstep: Class 9 contains 230424 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3989 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18461 members 
Mstep: Class 16 contains 3851 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150405 members 
Mstep: Class 19 contains 36147 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454192.000000 Penalty: 78884.125000
Iteration 165Q: 24 clusters Score -1.374542e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163188 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49786 members 
Mstep: Class 4 contains 91643 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 122151 members 
Mstep: Class 8 contains 109769 members 
Mstep: Class 9 contains 230274 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25092 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3987 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18442 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150345 members 
Mstep: Class 19 contains 36145 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454032.000000 Penalty: 78884.125000
Iteration 166Q: 24 clusters Score -1.37454e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163126 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49781 members 
Mstep: Class 4 contains 91621 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 122561 members 
Mstep: Class 8 contains 109731 members 
Mstep: Class 9 contains 230076 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25077 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18427 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150300 members 
Mstep: Class 19 contains 36137 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454288.000000 Penalty: 78884.125000
Iteration 167Q: 24 clusters Score -1.374543e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163026 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49775 members 
Mstep: Class 4 contains 91592 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 122990 members 
Mstep: Class 8 contains 109698 members 
Mstep: Class 9 contains 229925 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 25061 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18413 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150225 members 
Mstep: Class 19 contains 36131 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454464.000000 Penalty: 78884.125000
Iteration 168Q: 24 clusters Score -1.374545e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162948 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49765 members 
Mstep: Class 4 contains 91564 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 123405 members 
Mstep: Class 8 contains 109653 members 
Mstep: Class 9 contains 229767 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 25052 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18393 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150155 members 
Mstep: Class 19 contains 36130 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454400.000000 Penalty: 78884.125000
Iteration 169Q: 24 clusters Score -1.374544e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162871 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49761 members 
Mstep: Class 4 contains 91541 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 123825 members 
Mstep: Class 8 contains 109618 members 
Mstep: Class 9 contains 229596 members 
Mstep: Class 10 contains 2907 members 
Mstep: Class 11 contains 25044 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3983 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18374 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150075 members 
Mstep: Class 19 contains 36129 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454544.000000 Penalty: 78884.125000
Iteration 170Q: 24 clusters Score -1.374545e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162788 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49750 members 
Mstep: Class 4 contains 91503 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 124274 members 
Mstep: Class 8 contains 109575 members 
Mstep: Class 9 contains 229431 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 11 contains 25025 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18353 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 150004 members 
Mstep: Class 19 contains 36127 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454416.000000 Penalty: 78884.125000
Iteration 171Q: 24 clusters Score -1.374544e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162701 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49748 members 
Mstep: Class 4 contains 91470 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 124712 members 
Mstep: Class 8 contains 109540 members 
Mstep: Class 9 contains 229274 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 11 contains 25006 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3983 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18333 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 149917 members 
Mstep: Class 19 contains 36130 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454432.000000 Penalty: 78884.125000
Iteration 172Q: 24 clusters Score -1.374544e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162632 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49744 members 
Mstep: Class 4 contains 91447 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 125179 members 
Mstep: Class 8 contains 109482 members 
Mstep: Class 9 contains 229087 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 11 contains 24992 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 149817 members 
Mstep: Class 19 contains 36133 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454704.000000 Penalty: 78884.125000
Iteration 173Q: 24 clusters Score -1.374547e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162564 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49745 members 
Mstep: Class 4 contains 91422 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 125637 members 
Mstep: Class 8 contains 109430 members 
Mstep: Class 9 contains 228910 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 11 contains 24981 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18296 members 
Mstep: Class 16 contains 3851 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 149720 members 
Mstep: Class 19 contains 36130 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454560.000000 Penalty: 78884.125000
Iteration 174Q: 24 clusters Score -1.374546e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162518 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49737 members 
Mstep: Class 4 contains 91386 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 126078 members 
Mstep: Class 8 contains 109373 members 
Mstep: Class 9 contains 228757 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 11 contains 24973 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3981 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18283 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 149608 members 
Mstep: Class 19 contains 36127 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454688.000000 Penalty: 78884.125000
Iteration 175Q: 24 clusters Score -1.374547e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162477 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49737 members 
Mstep: Class 4 contains 91371 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 126525 members 
Mstep: Class 8 contains 109324 members 
Mstep: Class 9 contains 228555 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 11 contains 24972 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18267 members 
Mstep: Class 16 contains 3851 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 149494 members 
Mstep: Class 19 contains 36116 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454912.000000 Penalty: 78884.125000
Iteration 176Q: 24 clusters Score -1.374549e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162437 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49735 members 
Mstep: Class 4 contains 91348 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 126964 members 
Mstep: Class 8 contains 109282 members 
Mstep: Class 9 contains 228341 members 
Mstep: Class 10 contains 2909 members 
Mstep: Class 11 contains 24965 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18253 members 
Mstep: Class 16 contains 3851 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 149396 members 
Mstep: Class 19 contains 36116 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454960.000000 Penalty: 78884.125000
Iteration 177Q: 24 clusters Score -1.37455e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162417 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49735 members 
Mstep: Class 4 contains 91330 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 127399 members 
Mstep: Class 8 contains 109238 members 
Mstep: Class 9 contains 228132 members 
Mstep: Class 10 contains 2910 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18242 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 149274 members 
Mstep: Class 19 contains 36116 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455296.000000 Penalty: 78884.125000
Iteration 178Q: 24 clusters Score -1.374553e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162368 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49736 members 
Mstep: Class 4 contains 91321 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 127839 members 
Mstep: Class 8 contains 109187 members 
Mstep: Class 9 contains 227911 members 
Mstep: Class 10 contains 2912 members 
Mstep: Class 11 contains 24955 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3980 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18229 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 149172 members 
Mstep: Class 19 contains 36120 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455216.000000 Penalty: 78884.125000
Iteration 179Q: 24 clusters Score -1.374552e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162321 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49736 members 
Mstep: Class 4 contains 91302 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 128306 members 
Mstep: Class 8 contains 109129 members 
Mstep: Class 9 contains 227702 members 
Mstep: Class 10 contains 2913 members 
Mstep: Class 11 contains 24940 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18222 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 149062 members 
Mstep: Class 19 contains 36121 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455168.000000 Penalty: 78884.125000
Iteration 180F: 24 clusters Score -1.374552e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162286 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49736 members 
Mstep: Class 4 contains 91270 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 128752 members 
Mstep: Class 8 contains 109063 members 
Mstep: Class 9 contains 227495 members 
Mstep: Class 10 contains 2913 members 
Mstep: Class 11 contains 24927 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18218 members 
Mstep: Class 16 contains 3845 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148972 members 
Mstep: Class 19 contains 36124 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454912.000000 Penalty: 78884.125000
Iteration 181Q: 24 clusters Score -1.374549e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162246 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49738 members 
Mstep: Class 4 contains 91241 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 129181 members 
Mstep: Class 8 contains 109012 members 
Mstep: Class 9 contains 227285 members 
Mstep: Class 10 contains 2914 members 
Mstep: Class 11 contains 24916 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3977 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18194 members 
Mstep: Class 16 contains 3844 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148901 members 
Mstep: Class 19 contains 36131 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454976.000000 Penalty: 78884.125000
Iteration 182Q: 24 clusters Score -1.37455e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49730 members 
Mstep: Class 4 contains 91215 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 129590 members 
Mstep: Class 8 contains 108959 members 
Mstep: Class 9 contains 227103 members 
Mstep: Class 10 contains 2915 members 
Mstep: Class 11 contains 24908 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3977 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18174 members 
Mstep: Class 16 contains 3844 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148828 members 
Mstep: Class 19 contains 36132 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454992.000000 Penalty: 78884.125000
Iteration 183Q: 24 clusters Score -1.37455e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162149 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49722 members 
Mstep: Class 4 contains 91184 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 129993 members 
Mstep: Class 8 contains 108914 members 
Mstep: Class 9 contains 226932 members 
Mstep: Class 10 contains 2916 members 
Mstep: Class 11 contains 24905 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3976 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18166 members 
Mstep: Class 16 contains 3844 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148745 members 
Mstep: Class 19 contains 36134 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454816.000000 Penalty: 78884.125000
Iteration 184Q: 24 clusters Score -1.374548e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162090 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 91152 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 130404 members 
Mstep: Class 8 contains 108881 members 
Mstep: Class 9 contains 226743 members 
Mstep: Class 10 contains 2916 members 
Mstep: Class 11 contains 24901 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18146 members 
Mstep: Class 16 contains 3842 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148682 members 
Mstep: Class 19 contains 36130 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454912.000000 Penalty: 78884.125000
Iteration 185Q: 24 clusters Score -1.374549e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162051 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49715 members 
Mstep: Class 4 contains 91126 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 130785 members 
Mstep: Class 8 contains 108835 members 
Mstep: Class 9 contains 226549 members 
Mstep: Class 10 contains 2916 members 
Mstep: Class 11 contains 24890 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3975 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18126 members 
Mstep: Class 16 contains 3841 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148635 members 
Mstep: Class 19 contains 36136 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 186Q: 24 clusters Score -1.374547e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161992 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49713 members 
Mstep: Class 4 contains 91092 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 131181 members 
Mstep: Class 8 contains 108784 members 
Mstep: Class 9 contains 226363 members 
Mstep: Class 10 contains 2916 members 
Mstep: Class 11 contains 24888 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18115 members 
Mstep: Class 16 contains 3840 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148577 members 
Mstep: Class 19 contains 36144 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454560.000000 Penalty: 78884.125000
Iteration 187Q: 24 clusters Score -1.374546e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161910 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49707 members 
Mstep: Class 4 contains 91062 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 131650 members 
Mstep: Class 8 contains 108728 members 
Mstep: Class 9 contains 226144 members 
Mstep: Class 10 contains 2916 members 
Mstep: Class 11 contains 24875 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18102 members 
Mstep: Class 16 contains 3838 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148528 members 
Mstep: Class 19 contains 36145 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454720.000000 Penalty: 78884.125000
Iteration 188Q: 24 clusters Score -1.374547e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161801 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49695 members 
Mstep: Class 4 contains 91023 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 132150 members 
Mstep: Class 8 contains 108676 members 
Mstep: Class 9 contains 225963 members 
Mstep: Class 10 contains 2917 members 
Mstep: Class 11 contains 24864 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148449 members 
Mstep: Class 19 contains 36147 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454832.000000 Penalty: 78884.125000
Iteration 189Q: 24 clusters Score -1.374548e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161716 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49687 members 
Mstep: Class 4 contains 90992 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 132661 members 
Mstep: Class 8 contains 108616 members 
Mstep: Class 9 contains 225756 members 
Mstep: Class 10 contains 2918 members 
Mstep: Class 11 contains 24847 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18065 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148361 members 
Mstep: Class 19 contains 36148 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455056.000000 Penalty: 78884.125000
Iteration 190Q: 24 clusters Score -1.374551e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161607 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49679 members 
Mstep: Class 4 contains 90943 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 133263 members 
Mstep: Class 8 contains 108567 members 
Mstep: Class 9 contains 225525 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 11 contains 24832 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3975 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18051 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148234 members 
Mstep: Class 19 contains 36145 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455008.000000 Penalty: 78884.125000
Iteration 191Q: 24 clusters Score -1.37455e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161466 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49675 members 
Mstep: Class 4 contains 90898 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 134001 members 
Mstep: Class 8 contains 108500 members 
Mstep: Class 9 contains 225244 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 24815 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 18022 members 
Mstep: Class 16 contains 3835 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148082 members 
Mstep: Class 19 contains 36140 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455344.000000 Penalty: 78884.125000
Iteration 192Q: 24 clusters Score -1.374553e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161308 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49670 members 
Mstep: Class 4 contains 90843 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 134923 members 
Mstep: Class 8 contains 108426 members 
Mstep: Class 9 contains 224885 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 24782 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3981 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17995 members 
Mstep: Class 16 contains 3834 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147869 members 
Mstep: Class 19 contains 36139 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455616.000000 Penalty: 78884.125000
Iteration 193Q: 24 clusters Score -1.374556e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161086 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49661 members 
Mstep: Class 4 contains 90795 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 136024 members 
Mstep: Class 8 contains 108335 members 
Mstep: Class 9 contains 224458 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 24742 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17971 members 
Mstep: Class 16 contains 3830 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147633 members 
Mstep: Class 19 contains 36138 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456176.000000 Penalty: 78884.125000
Iteration 194Q: 24 clusters Score -1.374562e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160868 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49663 members 
Mstep: Class 4 contains 90725 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 137103 members 
Mstep: Class 8 contains 108252 members 
Mstep: Class 9 contains 224087 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 24707 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3981 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17923 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147373 members 
Mstep: Class 19 contains 36141 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456336.000000 Penalty: 78884.125000
Iteration 195Q: 24 clusters Score -1.374563e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160657 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49667 members 
Mstep: Class 4 contains 90661 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 138210 members 
Mstep: Class 8 contains 108146 members 
Mstep: Class 9 contains 223664 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 24675 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17886 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147129 members 
Mstep: Class 19 contains 36147 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456976.000000 Penalty: 78884.125000
Iteration 196Q: 24 clusters Score -1.37457e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160452 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49666 members 
Mstep: Class 4 contains 90611 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 139225 members 
Mstep: Class 8 contains 108012 members 
Mstep: Class 9 contains 223345 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 24646 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17857 members 
Mstep: Class 16 contains 3830 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146889 members 
Mstep: Class 19 contains 36140 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457136.000000 Penalty: 78884.125000
Iteration 197Q: 24 clusters Score -1.374571e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160242 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49674 members 
Mstep: Class 4 contains 90560 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 140274 members 
Mstep: Class 8 contains 107862 members 
Mstep: Class 9 contains 222994 members 
Mstep: Class 10 contains 2923 members 
Mstep: Class 11 contains 24604 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3983 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17815 members 
Mstep: Class 16 contains 3826 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146681 members 
Mstep: Class 19 contains 36139 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457584.000000 Penalty: 78884.125000
Iteration 198Q: 24 clusters Score -1.374576e+08 nChanged 1815
Entering ConstructFrom: 
Score: -137457584.000000 Penalty: 78884.125000
Entering ConstructFrom: 
Trying to split cluster 1 (160035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Entering Unmasked Estep 
Score: -22086054.000000 Penalty: 2971.820557
	Iteration 0F: 2 clusters Score -2.208605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -21981692.000000 Penalty: 5943.641113
	Iteration 0F: 3 clusters Score -2.198169e+07 nChanged 76854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85028 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -22026488.000000 Penalty: 5943.641113
	Iteration 1F: 3 clusters Score -2.202649e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -22028062.000000 Penalty: 5943.641113
	Iteration 2Q: 3 clusters Score -2.202806e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 66597 members 
Entering Unmasked Estep 
Score: -22030924.000000 Penalty: 5943.641113
	Iteration 3Q: 3 clusters Score -2.203092e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101023 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -22035960.000000 Penalty: 5943.641113
	Iteration 4F: 3 clusters Score -2.203596e+07 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111677 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -22044988.000000 Penalty: 5943.641113
	Iteration 5F: 3 clusters Score -2.204499e+07 nChanged 14079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124492 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -22057376.000000 Penalty: 5943.641113
	Iteration 6F: 3 clusters Score -2.205738e+07 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135849 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -22069702.000000 Penalty: 5943.641113
	Iteration 7F: 3 clusters Score -2.20697e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143118 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -22077806.000000 Penalty: 5943.641113
	Iteration 8F: 3 clusters Score -2.207781e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146861 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -22081466.000000 Penalty: 5943.641113
	Iteration 9Q: 3 clusters Score -2.208147e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149025 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -22082778.000000 Penalty: 5943.641113
	Iteration 10Q: 3 clusters Score -2.208278e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150604 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -22083302.000000 Penalty: 5943.641113
	Iteration 11Q: 3 clusters Score -2.20833e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151865 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -22083660.000000 Penalty: 5943.641113
	Iteration 12Q: 3 clusters Score -2.208366e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152912 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -22083980.000000 Penalty: 5943.641113
	Iteration 13Q: 3 clusters Score -2.208398e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153801 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -22084122.000000 Penalty: 5943.641113
	Iteration 14Q: 3 clusters Score -2.208412e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154579 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -22084308.000000 Penalty: 5943.641113
	Iteration 15Q: 3 clusters Score -2.208431e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155225 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -22084270.000000 Penalty: 5943.641113
	Iteration 16Q: 3 clusters Score -2.208427e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155776 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -22084264.000000 Penalty: 5943.641113
	Iteration 17Q: 3 clusters Score -2.208426e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156206 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -22084284.000000 Penalty: 5943.641113
	Iteration 18Q: 3 clusters Score -2.208428e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156549 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -22084282.000000 Penalty: 5943.641113
	Iteration 19Q: 3 clusters Score -2.208428e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156839 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -22084342.000000 Penalty: 5943.641113
	Iteration 20F: 3 clusters Score -2.208434e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157072 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -22084374.000000 Penalty: 5943.641113
	Iteration 21Q: 3 clusters Score -2.208437e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157236 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -22084372.000000 Penalty: 5943.641113
	Iteration 22Q: 3 clusters Score -2.208437e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157389 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -22084338.000000 Penalty: 5943.641113
	Iteration 23Q: 3 clusters Score -2.208434e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -22084262.000000 Penalty: 5943.641113
	Iteration 24Q: 3 clusters Score -2.208426e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157647 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -22084312.000000 Penalty: 5943.641113
	Iteration 25Q: 3 clusters Score -2.208431e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157746 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -22084344.000000 Penalty: 5943.641113
	Iteration 26Q: 3 clusters Score -2.208434e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157839 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -22084350.000000 Penalty: 5943.641113
	Iteration 27Q: 3 clusters Score -2.208435e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157913 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -22084382.000000 Penalty: 5943.641113
	Iteration 28Q: 3 clusters Score -2.208438e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -22084364.000000 Penalty: 5943.641113
	Iteration 29Q: 3 clusters Score -2.208436e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158060 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22084374.000000 Penalty: 5943.641113
	Iteration 30Q: 3 clusters Score -2.208437e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158115 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -22084370.000000 Penalty: 5943.641113
	Iteration 31Q: 3 clusters Score -2.208437e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158160 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -22084400.000000 Penalty: 5943.641113
	Iteration 32Q: 3 clusters Score -2.20844e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158195 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -22084404.000000 Penalty: 5943.641113
	Iteration 33Q: 3 clusters Score -2.20844e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158243 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -22084372.000000 Penalty: 5943.641113
	Iteration 34Q: 3 clusters Score -2.208437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158278 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -22084380.000000 Penalty: 5943.641113
	Iteration 35Q: 3 clusters Score -2.208438e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158313 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -22084392.000000 Penalty: 5943.641113
	Iteration 36Q: 3 clusters Score -2.208439e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158341 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -22084388.000000 Penalty: 5943.641113
	Iteration 37Q: 3 clusters Score -2.208439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158363 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -22084402.000000 Penalty: 5943.641113
	Iteration 38Q: 3 clusters Score -2.20844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158389 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -22084408.000000 Penalty: 5943.641113
	Iteration 39Q: 3 clusters Score -2.208441e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158412 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -22084418.000000 Penalty: 5943.641113
	Iteration 40F: 3 clusters Score -2.208442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158429 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -22084390.000000 Penalty: 5943.641113
	Iteration 41Q: 3 clusters Score -2.208439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -22084382.000000 Penalty: 5943.641113
	Iteration 42Q: 3 clusters Score -2.208438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158456 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -22084400.000000 Penalty: 5943.641113
	Iteration 43Q: 3 clusters Score -2.20844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158463 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -22084384.000000 Penalty: 5943.641113
	Iteration 44Q: 3 clusters Score -2.208438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158467 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -22084404.000000 Penalty: 5943.641113
	Iteration 45Q: 3 clusters Score -2.20844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -22084406.000000 Penalty: 5943.641113
	Iteration 46Q: 3 clusters Score -2.208441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22084406.000000 Penalty: 5943.641113
	Iteration 47Q: 3 clusters Score -2.208441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158479 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -22084406.000000 Penalty: 5943.641113
	Iteration 48Q: 3 clusters Score -2.208441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158488 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -22084382.000000 Penalty: 5943.641113
	Iteration 49Q: 3 clusters Score -2.208438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158494 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -22084410.000000 Penalty: 5943.641113
	Iteration 50Q: 3 clusters Score -2.208441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158503 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -22084408.000000 Penalty: 5943.641113
	Iteration 51Q: 3 clusters Score -2.208441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158511 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -22084402.000000 Penalty: 5943.641113
	Iteration 52Q: 3 clusters Score -2.20844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158514 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -22084400.000000 Penalty: 5943.641113
	Iteration 53Q: 3 clusters Score -2.20844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158518 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -22084388.000000 Penalty: 5943.641113
	Iteration 54Q: 3 clusters Score -2.208439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158519 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -22084380.000000 Penalty: 5943.641113
	Iteration 55Q: 3 clusters Score -2.208438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158523 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -22084372.000000 Penalty: 5943.641113
	Iteration 56Q: 3 clusters Score -2.208437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158525 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -22084390.000000 Penalty: 5943.641113
	Iteration 57Q: 3 clusters Score -2.208439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158527 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -22084406.000000 Penalty: 5943.641113
	Iteration 58Q: 3 clusters Score -2.208441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158529 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -22084390.000000 Penalty: 5943.641113
	Iteration 59Q: 3 clusters Score -2.208439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158531 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -22084396.000000 Penalty: 5943.641113
	Iteration 60F: 3 clusters Score -2.20844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158532 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -22084396.000000 Penalty: 5943.641113
	Iteration 61Q: 3 clusters Score -2.20844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158533 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22084388.000000 Penalty: 5943.641113
	Iteration 62Q: 3 clusters Score -2.208439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158534 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -22084400.000000 Penalty: 5943.641113
	Iteration 63Q: 3 clusters Score -2.20844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158535 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -22084404.000000 Penalty: 5943.641113
	Iteration 64Q: 3 clusters Score -2.20844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158535 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -22084404.000000 Penalty: 5943.641113
	Iteration 65F: 3 clusters Score -2.20844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44493.824219 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -44493.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43132.132812 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -43132.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43284.199219 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -43284.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43349.195312 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -43349.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43416.667969 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -43416.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43440.449219 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -43440.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43450.550781 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -43450.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43472.503906 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -43472.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43491.054688 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -43491.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43497.792969 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -43497.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43503.710938 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -43503.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43507.617188 Penalty: 2913.965820
	Iteration 10Q: 3 clusters Score -43507.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43507.617188 Penalty: 2913.965820
	Iteration 11F: 3 clusters Score -43507.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Entering Unmasked Estep 
Score: -6680411.500000 Penalty: 2681.667725
	Iteration 0F: 2 clusters Score -6680412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -6647100.500000 Penalty: 5363.335449
	Iteration 0F: 3 clusters Score -6647100 nChanged 22759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -6659410.500000 Penalty: 5363.335449
	Iteration 1F: 3 clusters Score -6659410 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -6660161.500000 Penalty: 5363.335449
	Iteration 2Q: 3 clusters Score -6660162 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -6661138.500000 Penalty: 5363.335449
	Iteration 3Q: 3 clusters Score -6661138 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -6662692.000000 Penalty: 5363.335449
	Iteration 4F: 3 clusters Score -6662692 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -6665173.500000 Penalty: 5363.335449
	Iteration 5F: 3 clusters Score -6665174 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -6668860.000000 Penalty: 5363.335449
	Iteration 6F: 3 clusters Score -6668860 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -6672784.500000 Penalty: 5363.335449
	Iteration 7F: 3 clusters Score -6672784 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6675673.000000 Penalty: 5363.335449
	Iteration 8F: 3 clusters Score -6675673 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6677103.000000 Penalty: 5363.335449
	Iteration 9Q: 3 clusters Score -6677103 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6677635.000000 Penalty: 5363.335449
	Iteration 10Q: 3 clusters Score -6677635 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6677850.000000 Penalty: 5363.335449
	Iteration 11Q: 3 clusters Score -6677850 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6677934.000000 Penalty: 5363.335449
	Iteration 12Q: 3 clusters Score -6677934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6677991.000000 Penalty: 5363.335449
	Iteration 13Q: 3 clusters Score -6677991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6678019.500000 Penalty: 5363.335449
	Iteration 14Q: 3 clusters Score -6678020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6678037.500000 Penalty: 5363.335449
	Iteration 15Q: 3 clusters Score -6678038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6678046.000000 Penalty: 5363.335449
	Iteration 16Q: 3 clusters Score -6678046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6678054.500000 Penalty: 5363.335449
	Iteration 17Q: 3 clusters Score -6678054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6678055.500000 Penalty: 5363.335449
	Iteration 18Q: 3 clusters Score -6678056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6678055.500000 Penalty: 5363.335449
	Iteration 19F: 3 clusters Score -6678056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (90496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Entering Unmasked Estep 
Score: -12592066.000000 Penalty: 2830.439209
	Iteration 0F: 2 clusters Score -1.259207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -12531222.000000 Penalty: 5660.878418
	Iteration 0F: 3 clusters Score -1.253122e+07 nChanged 42777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -12555882.000000 Penalty: 5660.878418
	Iteration 1F: 3 clusters Score -1.255588e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -12556778.000000 Penalty: 5660.878418
	Iteration 2Q: 3 clusters Score -1.255678e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -12558041.000000 Penalty: 5660.878418
	Iteration 3Q: 3 clusters Score -1.255804e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -12559843.000000 Penalty: 5660.878418
	Iteration 4Q: 3 clusters Score -1.255984e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -12562678.000000 Penalty: 5660.878418
	Iteration 5F: 3 clusters Score -1.256268e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -12567053.000000 Penalty: 5660.878418
	Iteration 6F: 3 clusters Score -1.256705e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -12572802.000000 Penalty: 5660.878418
	Iteration 7F: 3 clusters Score -1.25728e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 78685 members 
Entering Unmasked Estep 
Score: -12578802.000000 Penalty: 5660.878418
	Iteration 8F: 3 clusters Score -1.25788e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -12583873.000000 Penalty: 5660.878418
	Iteration 9F: 3 clusters Score -1.258387e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -12586996.000000 Penalty: 5660.878418
	Iteration 10Q: 3 clusters Score -1.2587e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 89259 members 
Entering Unmasked Estep 
Score: -12588416.000000 Penalty: 5660.878418
	Iteration 11Q: 3 clusters Score -1.258842e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -12589049.000000 Penalty: 5660.878418
	Iteration 12Q: 3 clusters Score -1.258905e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -12589278.000000 Penalty: 5660.878418
	Iteration 13Q: 3 clusters Score -1.258928e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 90158 members 
Entering Unmasked Estep 
Score: -12589368.000000 Penalty: 5660.878418
	Iteration 14Q: 3 clusters Score -1.258937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -12589421.000000 Penalty: 5660.878418
	Iteration 15Q: 3 clusters Score -1.258942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -12589449.000000 Penalty: 5660.878418
	Iteration 16Q: 3 clusters Score -1.258945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -12589464.000000 Penalty: 5660.878418
	Iteration 17Q: 3 clusters Score -1.258946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 90225 members 
Entering Unmasked Estep 
Score: -12589488.000000 Penalty: 5660.878418
	Iteration 18Q: 3 clusters Score -1.258949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 90231 members 
Entering Unmasked Estep 
Score: -12589522.000000 Penalty: 5660.878418
	Iteration 19Q: 3 clusters Score -1.258952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 90236 members 
Entering Unmasked Estep 
Score: -12589534.000000 Penalty: 5660.878418
	Iteration 20F: 3 clusters Score -1.258953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 90243 members 
Entering Unmasked Estep 
Score: -12589539.000000 Penalty: 5660.878418
	Iteration 21Q: 3 clusters Score -1.258954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -12589552.000000 Penalty: 5660.878418
	Iteration 22Q: 3 clusters Score -1.258955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 90248 members 
Entering Unmasked Estep 
Score: -12589560.000000 Penalty: 5660.878418
	Iteration 23Q: 3 clusters Score -1.258956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 90250 members 
Entering Unmasked Estep 
Score: -12589565.000000 Penalty: 5660.878418
	Iteration 24Q: 3 clusters Score -1.258956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -12589576.000000 Penalty: 5660.878418
	Iteration 25Q: 3 clusters Score -1.258958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -12589576.000000 Penalty: 5660.878418
	Iteration 26F: 3 clusters Score -1.258958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -137777.484375 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -137777.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135792.156250 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -135792.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136207.531250 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -136207.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136404.421875 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -136404.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136505.140625 Penalty: 3468.535645
	Iteration 3F: 3 clusters Score -136505.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -136610.093750 Penalty: 3468.535645
	Iteration 4Q: 3 clusters Score -136610.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136734.343750 Penalty: 3468.535645
	Iteration 5F: 3 clusters Score -136734.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -136908.984375 Penalty: 3468.535645
	Iteration 6Q: 3 clusters Score -136909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -137110.468750 Penalty: 3468.535645
	Iteration 7F: 3 clusters Score -137110.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -137238.218750 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -137238.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -137326.625000 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -137326.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -137392.078125 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -137392.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -137450.906250 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -137450.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -137486.234375 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -137486.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -137504.234375 Penalty: 3468.535645
	Iteration 13Q: 3 clusters Score -137504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -137517.046875 Penalty: 3468.535645
	Iteration 14Q: 3 clusters Score -137517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -137530.203125 Penalty: 3468.535645
	Iteration 15Q: 3 clusters Score -137530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -137537.187500 Penalty: 3468.535645
	Iteration 16Q: 3 clusters Score -137537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -137537.187500 Penalty: 3468.535645
	Iteration 17F: 3 clusters Score -137537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -64840.933594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -64840.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63315.933594 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -63315.93 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63554.996094 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -63555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63624.507812 Penalty: 3124.278809
	Iteration 2Q: 3 clusters Score -63624.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63662.683594 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -63662.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -63692.515625 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -63692.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63716.898438 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -63716.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63740.175781 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -63740.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63766.039062 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -63766.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63775.519531 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -63775.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63796.984375 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -63796.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63821.582031 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -63821.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63856.757812 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -63856.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63894.277344 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -63894.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63919.378906 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -63919.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63946.667969 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -63946.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63960.097656 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -63960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63972.652344 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -63972.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63983.628906 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -63983.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63998.667969 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -63998.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64012.398438 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -64012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64016.718750 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -64016.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64028.703125 Penalty: 3124.278809
	Iteration 21Q: 3 clusters Score -64028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64030.867188 Penalty: 3124.278809
	Iteration 22Q: 3 clusters Score -64030.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64034.519531 Penalty: 3124.278809
	Iteration 23Q: 3 clusters Score -64034.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64034.519531 Penalty: 3124.278809
	Iteration 24F: 3 clusters Score -64034.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (141372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141372 members 
Entering Unmasked Estep 
Score: -19461756.000000 Penalty: 2941.069092
	Iteration 0F: 2 clusters Score -1.946176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -19367166.000000 Penalty: 5882.138184
	Iteration 0F: 3 clusters Score -1.936717e+07 nChanged 67514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -19406066.000000 Penalty: 5882.138184
	Iteration 1F: 3 clusters Score -1.940607e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -19407082.000000 Penalty: 5882.138184
	Iteration 2Q: 3 clusters Score -1.940708e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -19408806.000000 Penalty: 5882.138184
	Iteration 3Q: 3 clusters Score -1.940881e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -19410816.000000 Penalty: 5882.138184
	Iteration 4Q: 3 clusters Score -1.941082e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -19413516.000000 Penalty: 5882.138184
	Iteration 5Q: 3 clusters Score -1.941352e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -19417096.000000 Penalty: 5882.138184
	Iteration 6F: 3 clusters Score -1.94171e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -19422336.000000 Penalty: 5882.138184
	Iteration 7F: 3 clusters Score -1.942234e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68808 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -19429160.000000 Penalty: 5882.138184
	Iteration 8F: 3 clusters Score -1.942916e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -19435266.000000 Penalty: 5882.138184
	Iteration 9F: 3 clusters Score -1.943527e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -19439136.000000 Penalty: 5882.138184
	Iteration 10F: 3 clusters Score -1.943914e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 77421 members 
Entering Unmasked Estep 
Score: -19440762.000000 Penalty: 5882.138184
	Iteration 11Q: 3 clusters Score -1.944076e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -19441454.000000 Penalty: 5882.138184
	Iteration 12Q: 3 clusters Score -1.944145e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -19441818.000000 Penalty: 5882.138184
	Iteration 13Q: 3 clusters Score -1.944182e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 80928 members 
Entering Unmasked Estep 
Score: -19442128.000000 Penalty: 5882.138184
	Iteration 14Q: 3 clusters Score -1.944213e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -19442488.000000 Penalty: 5882.138184
	Iteration 15Q: 3 clusters Score -1.944249e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -19442894.000000 Penalty: 5882.138184
	Iteration 16Q: 3 clusters Score -1.944289e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -19443164.000000 Penalty: 5882.138184
	Iteration 17Q: 3 clusters Score -1.944316e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -19443566.000000 Penalty: 5882.138184
	Iteration 18Q: 3 clusters Score -1.944357e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -19444200.000000 Penalty: 5882.138184
	Iteration 19Q: 3 clusters Score -1.94442e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -19444868.000000 Penalty: 5882.138184
	Iteration 20F: 3 clusters Score -1.944487e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -19445544.000000 Penalty: 5882.138184
	Iteration 21Q: 3 clusters Score -1.944554e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -19446454.000000 Penalty: 5882.138184
	Iteration 22Q: 3 clusters Score -1.944645e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
Score: -19447256.000000 Penalty: 5882.138184
	Iteration 23Q: 3 clusters Score -1.944726e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -19448104.000000 Penalty: 5882.138184
	Iteration 24Q: 3 clusters Score -1.94481e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -19448932.000000 Penalty: 5882.138184
	Iteration 25Q: 3 clusters Score -1.944893e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 105387 members 
Entering Unmasked Estep 
Score: -19449756.000000 Penalty: 5882.138184
	Iteration 26Q: 3 clusters Score -1.944976e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -19450554.000000 Penalty: 5882.138184
	Iteration 27Q: 3 clusters Score -1.945055e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 110085 members 
Entering Unmasked Estep 
Score: -19451298.000000 Penalty: 5882.138184
	Iteration 28Q: 3 clusters Score -1.94513e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 112332 members 
Entering Unmasked Estep 
Score: -19452054.000000 Penalty: 5882.138184
	Iteration 29Q: 3 clusters Score -1.945205e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 114529 members 
Entering Unmasked Estep 
Score: -19452660.000000 Penalty: 5882.138184
	Iteration 30Q: 3 clusters Score -1.945266e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 116697 members 
Entering Unmasked Estep 
Score: -19453530.000000 Penalty: 5882.138184
	Iteration 31Q: 3 clusters Score -1.945353e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 118854 members 
Entering Unmasked Estep 
Score: -19454290.000000 Penalty: 5882.138184
	Iteration 32Q: 3 clusters Score -1.945429e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 120904 members 
Entering Unmasked Estep 
Score: -19454936.000000 Penalty: 5882.138184
	Iteration 33Q: 3 clusters Score -1.945494e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 122790 members 
Entering Unmasked Estep 
Score: -19455616.000000 Penalty: 5882.138184
	Iteration 34Q: 3 clusters Score -1.945562e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 124516 members 
Entering Unmasked Estep 
Score: -19456154.000000 Penalty: 5882.138184
	Iteration 35Q: 3 clusters Score -1.945615e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 126096 members 
Entering Unmasked Estep 
Score: -19456706.000000 Penalty: 5882.138184
	Iteration 36Q: 3 clusters Score -1.945671e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 127609 members 
Entering Unmasked Estep 
Score: -19457268.000000 Penalty: 5882.138184
	Iteration 37Q: 3 clusters Score -1.945727e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 128943 members 
Entering Unmasked Estep 
Score: -19457664.000000 Penalty: 5882.138184
	Iteration 38Q: 3 clusters Score -1.945766e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 130166 members 
Entering Unmasked Estep 
Score: -19458070.000000 Penalty: 5882.138184
	Iteration 39Q: 3 clusters Score -1.945807e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 131257 members 
Entering Unmasked Estep 
Score: -19458418.000000 Penalty: 5882.138184
	Iteration 40F: 3 clusters Score -1.945842e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 132192 members 
Entering Unmasked Estep 
Score: -19458706.000000 Penalty: 5882.138184
	Iteration 41Q: 3 clusters Score -1.945871e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 133005 members 
Entering Unmasked Estep 
Score: -19458984.000000 Penalty: 5882.138184
	Iteration 42Q: 3 clusters Score -1.945898e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 133727 members 
Entering Unmasked Estep 
Score: -19459212.000000 Penalty: 5882.138184
	Iteration 43Q: 3 clusters Score -1.945921e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 134372 members 
Entering Unmasked Estep 
Score: -19459466.000000 Penalty: 5882.138184
	Iteration 44Q: 3 clusters Score -1.945947e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 134899 members 
Entering Unmasked Estep 
Score: -19459604.000000 Penalty: 5882.138184
	Iteration 45Q: 3 clusters Score -1.94596e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 135360 members 
Entering Unmasked Estep 
Score: -19459792.000000 Penalty: 5882.138184
	Iteration 46Q: 3 clusters Score -1.945979e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 135756 members 
Entering Unmasked Estep 
Score: -19459904.000000 Penalty: 5882.138184
	Iteration 47Q: 3 clusters Score -1.94599e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 136119 members 
Entering Unmasked Estep 
Score: -19460050.000000 Penalty: 5882.138184
	Iteration 48Q: 3 clusters Score -1.946005e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 136419 members 
Entering Unmasked Estep 
Score: -19460148.000000 Penalty: 5882.138184
	Iteration 49Q: 3 clusters Score -1.946015e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 136685 members 
Entering Unmasked Estep 
Score: -19460214.000000 Penalty: 5882.138184
	Iteration 50Q: 3 clusters Score -1.946021e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -19460296.000000 Penalty: 5882.138184
	Iteration 51Q: 3 clusters Score -1.94603e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 137103 members 
Entering Unmasked Estep 
Score: -19460352.000000 Penalty: 5882.138184
	Iteration 52Q: 3 clusters Score -1.946035e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -19460380.000000 Penalty: 5882.138184
	Iteration 53Q: 3 clusters Score -1.946038e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 137410 members 
Entering Unmasked Estep 
Score: -19460416.000000 Penalty: 5882.138184
	Iteration 54Q: 3 clusters Score -1.946042e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 137537 members 
Entering Unmasked Estep 
Score: -19460452.000000 Penalty: 5882.138184
	Iteration 55Q: 3 clusters Score -1.946045e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 137641 members 
Entering Unmasked Estep 
Score: -19460466.000000 Penalty: 5882.138184
	Iteration 56Q: 3 clusters Score -1.946047e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 137722 members 
Entering Unmasked Estep 
Score: -19460484.000000 Penalty: 5882.138184
	Iteration 57Q: 3 clusters Score -1.946048e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 137796 members 
Entering Unmasked Estep 
Score: -19460494.000000 Penalty: 5882.138184
	Iteration 58Q: 3 clusters Score -1.946049e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 137877 members 
Entering Unmasked Estep 
Score: -19460502.000000 Penalty: 5882.138184
	Iteration 59Q: 3 clusters Score -1.94605e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 137945 members 
Entering Unmasked Estep 
Score: -19460516.000000 Penalty: 5882.138184
	Iteration 60F: 3 clusters Score -1.946052e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 137999 members 
Entering Unmasked Estep 
Score: -19460498.000000 Penalty: 5882.138184
	Iteration 61Q: 3 clusters Score -1.94605e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 138052 members 
Entering Unmasked Estep 
Score: -19460524.000000 Penalty: 5882.138184
	Iteration 62Q: 3 clusters Score -1.946052e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 138097 members 
Entering Unmasked Estep 
Score: -19460516.000000 Penalty: 5882.138184
	Iteration 63Q: 3 clusters Score -1.946052e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 138144 members 
Entering Unmasked Estep 
Score: -19460528.000000 Penalty: 5882.138184
	Iteration 64Q: 3 clusters Score -1.946053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 138186 members 
Entering Unmasked Estep 
Score: -19460544.000000 Penalty: 5882.138184
	Iteration 65Q: 3 clusters Score -1.946054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 138221 members 
Entering Unmasked Estep 
Score: -19460546.000000 Penalty: 5882.138184
	Iteration 66Q: 3 clusters Score -1.946055e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 138256 members 
Entering Unmasked Estep 
Score: -19460538.000000 Penalty: 5882.138184
	Iteration 67Q: 3 clusters Score -1.946054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 138285 members 
Entering Unmasked Estep 
Score: -19460514.000000 Penalty: 5882.138184
	Iteration 68Q: 3 clusters Score -1.946051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 138304 members 
Entering Unmasked Estep 
Score: -19460504.000000 Penalty: 5882.138184
	Iteration 69Q: 3 clusters Score -1.94605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 138326 members 
Entering Unmasked Estep 
Score: -19460518.000000 Penalty: 5882.138184
	Iteration 70Q: 3 clusters Score -1.946052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 138344 members 
Entering Unmasked Estep 
Score: -19460528.000000 Penalty: 5882.138184
	Iteration 71Q: 3 clusters Score -1.946053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 138357 members 
Entering Unmasked Estep 
Score: -19460526.000000 Penalty: 5882.138184
	Iteration 72Q: 3 clusters Score -1.946053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 138368 members 
Entering Unmasked Estep 
Score: -19460538.000000 Penalty: 5882.138184
	Iteration 73Q: 3 clusters Score -1.946054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 138377 members 
Entering Unmasked Estep 
Score: -19460536.000000 Penalty: 5882.138184
	Iteration 74Q: 3 clusters Score -1.946054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -19460518.000000 Penalty: 5882.138184
	Iteration 75Q: 3 clusters Score -1.946052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 138391 members 
Entering Unmasked Estep 
Score: -19460520.000000 Penalty: 5882.138184
	Iteration 76Q: 3 clusters Score -1.946052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 138398 members 
Entering Unmasked Estep 
Score: -19460530.000000 Penalty: 5882.138184
	Iteration 77Q: 3 clusters Score -1.946053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 138408 members 
Entering Unmasked Estep 
Score: -19460518.000000 Penalty: 5882.138184
	Iteration 78Q: 3 clusters Score -1.946052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 138420 members 
Entering Unmasked Estep 
Score: -19460548.000000 Penalty: 5882.138184
	Iteration 79Q: 3 clusters Score -1.946055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 138429 members 
Entering Unmasked Estep 
Score: -19460546.000000 Penalty: 5882.138184
	Iteration 80F: 3 clusters Score -1.946055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 138435 members 
Entering Unmasked Estep 
Score: -19460546.000000 Penalty: 5882.138184
	Iteration 81Q: 3 clusters Score -1.946055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 138442 members 
Entering Unmasked Estep 
Score: -19460558.000000 Penalty: 5882.138184
	Iteration 82Q: 3 clusters Score -1.946056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 138451 members 
Entering Unmasked Estep 
Score: -19460548.000000 Penalty: 5882.138184
	Iteration 83Q: 3 clusters Score -1.946055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 138461 members 
Entering Unmasked Estep 
Score: -19460562.000000 Penalty: 5882.138184
	Iteration 84Q: 3 clusters Score -1.946056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 138471 members 
Entering Unmasked Estep 
Score: -19460566.000000 Penalty: 5882.138184
	Iteration 85Q: 3 clusters Score -1.946057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 138482 members 
Entering Unmasked Estep 
Score: -19460566.000000 Penalty: 5882.138184
	Iteration 86Q: 3 clusters Score -1.946057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 138489 members 
Entering Unmasked Estep 
Score: -19460580.000000 Penalty: 5882.138184
	Iteration 87Q: 3 clusters Score -1.946058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 138498 members 
Entering Unmasked Estep 
Score: -19460576.000000 Penalty: 5882.138184
	Iteration 88Q: 3 clusters Score -1.946058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 138511 members 
Entering Unmasked Estep 
Score: -19460556.000000 Penalty: 5882.138184
	Iteration 89Q: 3 clusters Score -1.946056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 138523 members 
Entering Unmasked Estep 
Score: -19460570.000000 Penalty: 5882.138184
	Iteration 90Q: 3 clusters Score -1.946057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 138537 members 
Entering Unmasked Estep 
Score: -19460596.000000 Penalty: 5882.138184
	Iteration 91Q: 3 clusters Score -1.94606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 138556 members 
Entering Unmasked Estep 
Score: -19460592.000000 Penalty: 5882.138184
	Iteration 92Q: 3 clusters Score -1.946059e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 138569 members 
Entering Unmasked Estep 
Score: -19460594.000000 Penalty: 5882.138184
	Iteration 93Q: 3 clusters Score -1.946059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 138584 members 
Entering Unmasked Estep 
Score: -19460602.000000 Penalty: 5882.138184
	Iteration 94Q: 3 clusters Score -1.94606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 138597 members 
Entering Unmasked Estep 
Score: -19460614.000000 Penalty: 5882.138184
	Iteration 95Q: 3 clusters Score -1.946061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 138606 members 
Entering Unmasked Estep 
Score: -19460616.000000 Penalty: 5882.138184
	Iteration 96Q: 3 clusters Score -1.946062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 138611 members 
Entering Unmasked Estep 
Score: -19460622.000000 Penalty: 5882.138184
	Iteration 97Q: 3 clusters Score -1.946062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 138618 members 
Entering Unmasked Estep 
Score: -19460634.000000 Penalty: 5882.138184
	Iteration 98Q: 3 clusters Score -1.946063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 138619 members 
Entering Unmasked Estep 
Score: -19460636.000000 Penalty: 5882.138184
	Iteration 99Q: 3 clusters Score -1.946064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 138620 members 
Entering Unmasked Estep 
Score: -19460638.000000 Penalty: 5882.138184
	Iteration 100F: 3 clusters Score -1.946064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 138622 members 
Entering Unmasked Estep 
Score: -19460638.000000 Penalty: 5882.138184
	Iteration 101Q: 3 clusters Score -1.946064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 138623 members 
Entering Unmasked Estep 
Score: -19460634.000000 Penalty: 5882.138184
	Iteration 102Q: 3 clusters Score -1.946063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 138623 members 
Entering Unmasked Estep 
Score: -19460634.000000 Penalty: 5882.138184
	Iteration 103F: 3 clusters Score -1.946063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107733 members 
Entering Unmasked Estep 
Score: -14933988.000000 Penalty: 2873.677979
	Iteration 0F: 2 clusters Score -1.493399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -14862034.000000 Penalty: 5747.355957
	Iteration 0F: 3 clusters Score -1.486203e+07 nChanged 51029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -14891251.000000 Penalty: 5747.355957
	Iteration 1F: 3 clusters Score -1.489125e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -14891840.000000 Penalty: 5747.355957
	Iteration 2Q: 3 clusters Score -1.489184e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -14892975.000000 Penalty: 5747.355957
	Iteration 3Q: 3 clusters Score -1.489298e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -14894776.000000 Penalty: 5747.355957
	Iteration 4Q: 3 clusters Score -1.489478e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -14898006.000000 Penalty: 5747.355957
	Iteration 5F: 3 clusters Score -1.489801e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -14903926.000000 Penalty: 5747.355957
	Iteration 6F: 3 clusters Score -1.490393e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -14912318.000000 Penalty: 5747.355957
	Iteration 7F: 3 clusters Score -1.491232e+07 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -14921271.000000 Penalty: 5747.355957
	Iteration 8F: 3 clusters Score -1.492127e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -14927364.000000 Penalty: 5747.355957
	Iteration 9F: 3 clusters Score -1.492736e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -14930123.000000 Penalty: 5747.355957
	Iteration 10Q: 3 clusters Score -1.493012e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 107148 members 
Entering Unmasked Estep 
Score: -14930990.000000 Penalty: 5747.355957
	Iteration 11Q: 3 clusters Score -1.493099e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 107363 members 
Entering Unmasked Estep 
Score: -14931237.000000 Penalty: 5747.355957
	Iteration 12Q: 3 clusters Score -1.493124e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 107435 members 
Entering Unmasked Estep 
Score: -14931334.000000 Penalty: 5747.355957
	Iteration 13Q: 3 clusters Score -1.493133e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 107460 members 
Entering Unmasked Estep 
Score: -14931385.000000 Penalty: 5747.355957
	Iteration 14Q: 3 clusters Score -1.493138e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 107477 members 
Entering Unmasked Estep 
Score: -14931428.000000 Penalty: 5747.355957
	Iteration 15Q: 3 clusters Score -1.493143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -14931446.000000 Penalty: 5747.355957
	Iteration 16Q: 3 clusters Score -1.493145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 107487 members 
Entering Unmasked Estep 
Score: -14931464.000000 Penalty: 5747.355957
	Iteration 17Q: 3 clusters Score -1.493146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 107494 members 
Entering Unmasked Estep 
Score: -14931452.000000 Penalty: 5747.355957
	Iteration 18Q: 3 clusters Score -1.493145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 107497 members 
Entering Unmasked Estep 
Score: -14931473.000000 Penalty: 5747.355957
	Iteration 19Q: 3 clusters Score -1.493147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 107501 members 
Entering Unmasked Estep 
Score: -14931475.000000 Penalty: 5747.355957
	Iteration 20F: 3 clusters Score -1.493148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 107502 members 
Entering Unmasked Estep 
Score: -14931480.000000 Penalty: 5747.355957
	Iteration 21Q: 3 clusters Score -1.493148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 107504 members 
Entering Unmasked Estep 
Score: -14931484.000000 Penalty: 5747.355957
	Iteration 22Q: 3 clusters Score -1.493148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -14931477.000000 Penalty: 5747.355957
	Iteration 23Q: 3 clusters Score -1.493148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 107508 members 
Entering Unmasked Estep 
Score: -14931477.000000 Penalty: 5747.355957
	Iteration 24Q: 3 clusters Score -1.493148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 107512 members 
Entering Unmasked Estep 
Score: -14931474.000000 Penalty: 5747.355957
	Iteration 25Q: 3 clusters Score -1.493147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 107512 members 
Entering Unmasked Estep 
Score: -14931474.000000 Penalty: 5747.355957
	Iteration 26F: 3 clusters Score -1.493147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (222617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222617 members 
Entering Unmasked Estep 
Score: -30637646.000000 Penalty: 3053.675537
	Iteration 0F: 2 clusters Score -3.063765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -30497708.000000 Penalty: 6107.351074
	Iteration 0F: 3 clusters Score -3.049771e+07 nChanged 107031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111269 members 
Mstep: Class 2 contains 111348 members 
Entering Unmasked Estep 
Score: -30560266.000000 Penalty: 6107.351074
	Iteration 1F: 3 clusters Score -3.056027e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111197 members 
Mstep: Class 2 contains 111420 members 
Entering Unmasked Estep 
Score: -30561410.000000 Penalty: 6107.351074
	Iteration 2Q: 3 clusters Score -3.056141e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111137 members 
Mstep: Class 2 contains 111480 members 
Entering Unmasked Estep 
Score: -30562760.000000 Penalty: 6107.351074
	Iteration 3Q: 3 clusters Score -3.056276e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111016 members 
Mstep: Class 2 contains 111601 members 
Entering Unmasked Estep 
Score: -30564078.000000 Penalty: 6107.351074
	Iteration 4Q: 3 clusters Score -3.056408e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 111598 members 
Entering Unmasked Estep 
Score: -30566074.000000 Penalty: 6107.351074
	Iteration 5Q: 3 clusters Score -3.056607e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111015 members 
Mstep: Class 2 contains 111602 members 
Entering Unmasked Estep 
Score: -30568576.000000 Penalty: 6107.351074
	Iteration 6Q: 3 clusters Score -3.056858e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111235 members 
Mstep: Class 2 contains 111382 members 
Entering Unmasked Estep 
Score: -30572072.000000 Penalty: 6107.351074
	Iteration 7Q: 3 clusters Score -3.057207e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111835 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -30576952.000000 Penalty: 6107.351074
	Iteration 8Q: 3 clusters Score -3.057695e+07 nChanged 11520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112881 members 
Mstep: Class 2 contains 109736 members 
Entering Unmasked Estep 
Score: -30584412.000000 Penalty: 6107.351074
	Iteration 9F: 3 clusters Score -3.058441e+07 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113764 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -30592854.000000 Penalty: 6107.351074
	Iteration 10F: 3 clusters Score -3.059285e+07 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114166 members 
Mstep: Class 2 contains 108451 members 
Entering Unmasked Estep 
Score: -30601230.000000 Penalty: 6107.351074
	Iteration 11F: 3 clusters Score -3.060123e+07 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113947 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -30606028.000000 Penalty: 6107.351074
	Iteration 12F: 3 clusters Score -3.060603e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113362 members 
Mstep: Class 2 contains 109255 members 
Entering Unmasked Estep 
Score: -30608522.000000 Penalty: 6107.351074
	Iteration 13Q: 3 clusters Score -3.060852e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112441 members 
Mstep: Class 2 contains 110176 members 
Entering Unmasked Estep 
Score: -30609600.000000 Penalty: 6107.351074
	Iteration 14Q: 3 clusters Score -3.06096e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 111398 members 
Entering Unmasked Estep 
Score: -30610222.000000 Penalty: 6107.351074
	Iteration 15Q: 3 clusters Score -3.061022e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109777 members 
Mstep: Class 2 contains 112840 members 
Entering Unmasked Estep 
Score: -30610544.000000 Penalty: 6107.351074
	Iteration 16Q: 3 clusters Score -3.061054e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 114471 members 
Entering Unmasked Estep 
Score: -30611022.000000 Penalty: 6107.351074
	Iteration 17Q: 3 clusters Score -3.061102e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106296 members 
Mstep: Class 2 contains 116321 members 
Entering Unmasked Estep 
Score: -30611542.000000 Penalty: 6107.351074
	Iteration 18Q: 3 clusters Score -3.061154e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104188 members 
Mstep: Class 2 contains 118429 members 
Entering Unmasked Estep 
Score: -30612204.000000 Penalty: 6107.351074
	Iteration 19Q: 3 clusters Score -3.06122e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101849 members 
Mstep: Class 2 contains 120768 members 
Entering Unmasked Estep 
Score: -30612924.000000 Penalty: 6107.351074
	Iteration 20F: 3 clusters Score -3.061292e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99336 members 
Mstep: Class 2 contains 123281 members 
Entering Unmasked Estep 
Score: -30613652.000000 Penalty: 6107.351074
	Iteration 21Q: 3 clusters Score -3.061365e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 126113 members 
Entering Unmasked Estep 
Score: -30614430.000000 Penalty: 6107.351074
	Iteration 22Q: 3 clusters Score -3.061443e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 129238 members 
Entering Unmasked Estep 
Score: -30615480.000000 Penalty: 6107.351074
	Iteration 23Q: 3 clusters Score -3.061548e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 132631 members 
Entering Unmasked Estep 
Score: -30616762.000000 Penalty: 6107.351074
	Iteration 24Q: 3 clusters Score -3.061676e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 136368 members 
Entering Unmasked Estep 
Score: -30618050.000000 Penalty: 6107.351074
	Iteration 25Q: 3 clusters Score -3.061805e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 140526 members 
Entering Unmasked Estep 
Score: -30619470.000000 Penalty: 6107.351074
	Iteration 26Q: 3 clusters Score -3.061947e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 144974 members 
Entering Unmasked Estep 
Score: -30621024.000000 Penalty: 6107.351074
	Iteration 27Q: 3 clusters Score -3.062102e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 149596 members 
Entering Unmasked Estep 
Score: -30622894.000000 Penalty: 6107.351074
	Iteration 28Q: 3 clusters Score -3.062289e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 154698 members 
Entering Unmasked Estep 
Score: -30624668.000000 Penalty: 6107.351074
	Iteration 29Q: 3 clusters Score -3.062467e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 160183 members 
Entering Unmasked Estep 
Score: -30626536.000000 Penalty: 6107.351074
	Iteration 30Q: 3 clusters Score -3.062654e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 165652 members 
Entering Unmasked Estep 
Score: -30628210.000000 Penalty: 6107.351074
	Iteration 31Q: 3 clusters Score -3.062821e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 170994 members 
Entering Unmasked Estep 
Score: -30629952.000000 Penalty: 6107.351074
	Iteration 32Q: 3 clusters Score -3.062995e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 175975 members 
Entering Unmasked Estep 
Score: -30631050.000000 Penalty: 6107.351074
	Iteration 33Q: 3 clusters Score -3.063105e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 180544 members 
Entering Unmasked Estep 
Score: -30631906.000000 Penalty: 6107.351074
	Iteration 34Q: 3 clusters Score -3.063191e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 184593 members 
Entering Unmasked Estep 
Score: -30632442.000000 Penalty: 6107.351074
	Iteration 35Q: 3 clusters Score -3.063244e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 188021 members 
Entering Unmasked Estep 
Score: -30633040.000000 Penalty: 6107.351074
	Iteration 36Q: 3 clusters Score -3.063304e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 190999 members 
Entering Unmasked Estep 
Score: -30633242.000000 Penalty: 6107.351074
	Iteration 37Q: 3 clusters Score -3.063324e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 193470 members 
Entering Unmasked Estep 
Score: -30633558.000000 Penalty: 6107.351074
	Iteration 38Q: 3 clusters Score -3.063356e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 195529 members 
Entering Unmasked Estep 
Score: -30633612.000000 Penalty: 6107.351074
	Iteration 39Q: 3 clusters Score -3.063361e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 197223 members 
Entering Unmasked Estep 
Score: -30634342.000000 Penalty: 6107.351074
	Iteration 40F: 3 clusters Score -3.063434e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 199652 members 
Entering Unmasked Estep 
Score: -30634680.000000 Penalty: 6107.351074
	Iteration 41Q: 3 clusters Score -3.063468e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 201794 members 
Entering Unmasked Estep 
Score: -30635022.000000 Penalty: 6107.351074
	Iteration 42Q: 3 clusters Score -3.063502e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 203633 members 
Entering Unmasked Estep 
Score: -30634994.000000 Penalty: 6107.351074
	Iteration 43Q: 3 clusters Score -3.063499e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 205252 members 
Entering Unmasked Estep 
Score: -30635106.000000 Penalty: 6107.351074
	Iteration 44Q: 3 clusters Score -3.063511e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 206676 members 
Entering Unmasked Estep 
Score: -30635200.000000 Penalty: 6107.351074
	Iteration 45Q: 3 clusters Score -3.06352e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 207931 members 
Entering Unmasked Estep 
Score: -30635286.000000 Penalty: 6107.351074
	Iteration 46Q: 3 clusters Score -3.063529e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 209038 members 
Entering Unmasked Estep 
Score: -30635288.000000 Penalty: 6107.351074
	Iteration 47Q: 3 clusters Score -3.063529e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 209986 members 
Entering Unmasked Estep 
Score: -30635304.000000 Penalty: 6107.351074
	Iteration 48Q: 3 clusters Score -3.06353e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 210885 members 
Entering Unmasked Estep 
Score: -30635442.000000 Penalty: 6107.351074
	Iteration 49Q: 3 clusters Score -3.063544e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 211735 members 
Entering Unmasked Estep 
Score: -30635388.000000 Penalty: 6107.351074
	Iteration 50Q: 3 clusters Score -3.063539e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 212476 members 
Entering Unmasked Estep 
Score: -30635450.000000 Penalty: 6107.351074
	Iteration 51Q: 3 clusters Score -3.063545e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 213144 members 
Entering Unmasked Estep 
Score: -30635366.000000 Penalty: 6107.351074
	Iteration 52Q: 3 clusters Score -3.063537e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 213745 members 
Entering Unmasked Estep 
Score: -30635502.000000 Penalty: 6107.351074
	Iteration 53Q: 3 clusters Score -3.06355e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 214284 members 
Entering Unmasked Estep 
Score: -30635512.000000 Penalty: 6107.351074
	Iteration 54Q: 3 clusters Score -3.063551e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 214809 members 
Entering Unmasked Estep 
Score: -30635536.000000 Penalty: 6107.351074
	Iteration 55Q: 3 clusters Score -3.063554e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 215271 members 
Entering Unmasked Estep 
Score: -30635540.000000 Penalty: 6107.351074
	Iteration 56Q: 3 clusters Score -3.063554e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 215676 members 
Entering Unmasked Estep 
Score: -30635530.000000 Penalty: 6107.351074
	Iteration 57Q: 3 clusters Score -3.063553e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 216056 members 
Entering Unmasked Estep 
Score: -30635438.000000 Penalty: 6107.351074
	Iteration 58Q: 3 clusters Score -3.063544e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 216409 members 
Entering Unmasked Estep 
Score: -30635458.000000 Penalty: 6107.351074
	Iteration 59Q: 3 clusters Score -3.063546e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 216712 members 
Entering Unmasked Estep 
Score: -30635442.000000 Penalty: 6107.351074
	Iteration 60F: 3 clusters Score -3.063544e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 216993 members 
Entering Unmasked Estep 
Score: -30635526.000000 Penalty: 6107.351074
	Iteration 61Q: 3 clusters Score -3.063553e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 217247 members 
Entering Unmasked Estep 
Score: -30635530.000000 Penalty: 6107.351074
	Iteration 62Q: 3 clusters Score -3.063553e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 217486 members 
Entering Unmasked Estep 
Score: -30635524.000000 Penalty: 6107.351074
	Iteration 63Q: 3 clusters Score -3.063552e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 217701 members 
Entering Unmasked Estep 
Score: -30635528.000000 Penalty: 6107.351074
	Iteration 64Q: 3 clusters Score -3.063553e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 217883 members 
Entering Unmasked Estep 
Score: -30635556.000000 Penalty: 6107.351074
	Iteration 65Q: 3 clusters Score -3.063556e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 218064 members 
Entering Unmasked Estep 
Score: -30635484.000000 Penalty: 6107.351074
	Iteration 66Q: 3 clusters Score -3.063548e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 218241 members 
Entering Unmasked Estep 
Score: -30635518.000000 Penalty: 6107.351074
	Iteration 67Q: 3 clusters Score -3.063552e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 218401 members 
Entering Unmasked Estep 
Score: -30635490.000000 Penalty: 6107.351074
	Iteration 68Q: 3 clusters Score -3.063549e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 218551 members 
Entering Unmasked Estep 
Score: -30635384.000000 Penalty: 6107.351074
	Iteration 69Q: 3 clusters Score -3.063538e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 218684 members 
Entering Unmasked Estep 
Score: -30635392.000000 Penalty: 6107.351074
	Iteration 70Q: 3 clusters Score -3.063539e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 218807 members 
Entering Unmasked Estep 
Score: -30635440.000000 Penalty: 6107.351074
	Iteration 71Q: 3 clusters Score -3.063544e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 218944 members 
Entering Unmasked Estep 
Score: -30635404.000000 Penalty: 6107.351074
	Iteration 72Q: 3 clusters Score -3.06354e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 219068 members 
Entering Unmasked Estep 
Score: -30635372.000000 Penalty: 6107.351074
	Iteration 73Q: 3 clusters Score -3.063537e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 219191 members 
Entering Unmasked Estep 
Score: -30635388.000000 Penalty: 6107.351074
	Iteration 74Q: 3 clusters Score -3.063539e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 219314 members 
Entering Unmasked Estep 
Score: -30635376.000000 Penalty: 6107.351074
	Iteration 75Q: 3 clusters Score -3.063538e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 219428 members 
Entering Unmasked Estep 
Score: -30635306.000000 Penalty: 6107.351074
	Iteration 76Q: 3 clusters Score -3.063531e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 219537 members 
Entering Unmasked Estep 
Score: -30635306.000000 Penalty: 6107.351074
	Iteration 77Q: 3 clusters Score -3.063531e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 219641 members 
Entering Unmasked Estep 
Score: -30635258.000000 Penalty: 6107.351074
	Iteration 78Q: 3 clusters Score -3.063526e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 219714 members 
Entering Unmasked Estep 
Score: -30635288.000000 Penalty: 6107.351074
	Iteration 79Q: 3 clusters Score -3.063529e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 219796 members 
Entering Unmasked Estep 
Score: -30635302.000000 Penalty: 6107.351074
	Iteration 80F: 3 clusters Score -3.06353e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 219876 members 
Entering Unmasked Estep 
Score: -30635296.000000 Penalty: 6107.351074
	Iteration 81Q: 3 clusters Score -3.06353e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 219963 members 
Entering Unmasked Estep 
Score: -30635338.000000 Penalty: 6107.351074
	Iteration 82Q: 3 clusters Score -3.063534e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 220049 members 
Entering Unmasked Estep 
Score: -30635332.000000 Penalty: 6107.351074
	Iteration 83Q: 3 clusters Score -3.063533e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 220117 members 
Entering Unmasked Estep 
Score: -30635330.000000 Penalty: 6107.351074
	Iteration 84Q: 3 clusters Score -3.063533e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 220207 members 
Entering Unmasked Estep 
Score: -30635358.000000 Penalty: 6107.351074
	Iteration 85Q: 3 clusters Score -3.063536e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 220297 members 
Entering Unmasked Estep 
Score: -30635364.000000 Penalty: 6107.351074
	Iteration 86Q: 3 clusters Score -3.063536e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 220358 members 
Entering Unmasked Estep 
Score: -30635392.000000 Penalty: 6107.351074
	Iteration 87Q: 3 clusters Score -3.063539e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 220422 members 
Entering Unmasked Estep 
Score: -30635382.000000 Penalty: 6107.351074
	Iteration 88Q: 3 clusters Score -3.063538e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 220479 members 
Entering Unmasked Estep 
Score: -30635366.000000 Penalty: 6107.351074
	Iteration 89Q: 3 clusters Score -3.063537e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 220536 members 
Entering Unmasked Estep 
Score: -30635370.000000 Penalty: 6107.351074
	Iteration 90Q: 3 clusters Score -3.063537e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 220587 members 
Entering Unmasked Estep 
Score: -30635350.000000 Penalty: 6107.351074
	Iteration 91Q: 3 clusters Score -3.063535e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 220637 members 
Entering Unmasked Estep 
Score: -30635372.000000 Penalty: 6107.351074
	Iteration 92Q: 3 clusters Score -3.063537e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 220691 members 
Entering Unmasked Estep 
Score: -30635338.000000 Penalty: 6107.351074
	Iteration 93Q: 3 clusters Score -3.063534e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 220738 members 
Entering Unmasked Estep 
Score: -30635364.000000 Penalty: 6107.351074
	Iteration 94Q: 3 clusters Score -3.063536e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 220783 members 
Entering Unmasked Estep 
Score: -30635370.000000 Penalty: 6107.351074
	Iteration 95Q: 3 clusters Score -3.063537e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 220822 members 
Entering Unmasked Estep 
Score: -30635372.000000 Penalty: 6107.351074
	Iteration 96Q: 3 clusters Score -3.063537e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 220862 members 
Entering Unmasked Estep 
Score: -30635372.000000 Penalty: 6107.351074
	Iteration 97Q: 3 clusters Score -3.063537e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 220895 members 
Entering Unmasked Estep 
Score: -30635342.000000 Penalty: 6107.351074
	Iteration 98Q: 3 clusters Score -3.063534e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 220936 members 
Entering Unmasked Estep 
Score: -30635358.000000 Penalty: 6107.351074
	Iteration 99Q: 3 clusters Score -3.063536e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 220978 members 
Entering Unmasked Estep 
Score: -30635348.000000 Penalty: 6107.351074
	Iteration 100F: 3 clusters Score -3.063535e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 221008 members 
Entering Unmasked Estep 
Score: -30635330.000000 Penalty: 6107.351074
	Iteration 101Q: 3 clusters Score -3.063533e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 221042 members 
Entering Unmasked Estep 
Score: -30635330.000000 Penalty: 6107.351074
	Iteration 102Q: 3 clusters Score -3.063533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 221069 members 
Entering Unmasked Estep 
Score: -30635280.000000 Penalty: 6107.351074
	Iteration 103Q: 3 clusters Score -3.063528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 221093 members 
Entering Unmasked Estep 
Score: -30635344.000000 Penalty: 6107.351074
	Iteration 104Q: 3 clusters Score -3.063534e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 221123 members 
Entering Unmasked Estep 
Score: -30635332.000000 Penalty: 6107.351074
	Iteration 105Q: 3 clusters Score -3.063533e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 221153 members 
Entering Unmasked Estep 
Score: -30635330.000000 Penalty: 6107.351074
	Iteration 106Q: 3 clusters Score -3.063533e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 221186 members 
Entering Unmasked Estep 
Score: -30635364.000000 Penalty: 6107.351074
	Iteration 107Q: 3 clusters Score -3.063536e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 221211 members 
Entering Unmasked Estep 
Score: -30635398.000000 Penalty: 6107.351074
	Iteration 108Q: 3 clusters Score -3.06354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 221233 members 
Entering Unmasked Estep 
Score: -30635424.000000 Penalty: 6107.351074
	Iteration 109Q: 3 clusters Score -3.063542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 221258 members 
Entering Unmasked Estep 
Score: -30635426.000000 Penalty: 6107.351074
	Iteration 110Q: 3 clusters Score -3.063543e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 221280 members 
Entering Unmasked Estep 
Score: -30635416.000000 Penalty: 6107.351074
	Iteration 111Q: 3 clusters Score -3.063542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 221308 members 
Entering Unmasked Estep 
Score: -30635396.000000 Penalty: 6107.351074
	Iteration 112Q: 3 clusters Score -3.06354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 221332 members 
Entering Unmasked Estep 
Score: -30635372.000000 Penalty: 6107.351074
	Iteration 113Q: 3 clusters Score -3.063537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 221348 members 
Entering Unmasked Estep 
Score: -30635394.000000 Penalty: 6107.351074
	Iteration 114Q: 3 clusters Score -3.063539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 221365 members 
Entering Unmasked Estep 
Score: -30635342.000000 Penalty: 6107.351074
	Iteration 115Q: 3 clusters Score -3.063534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 221378 members 
Entering Unmasked Estep 
Score: -30635338.000000 Penalty: 6107.351074
	Iteration 116Q: 3 clusters Score -3.063534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 221388 members 
Entering Unmasked Estep 
Score: -30635328.000000 Penalty: 6107.351074
	Iteration 117Q: 3 clusters Score -3.063533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 221399 members 
Entering Unmasked Estep 
Score: -30635350.000000 Penalty: 6107.351074
	Iteration 118Q: 3 clusters Score -3.063535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 221414 members 
Entering Unmasked Estep 
Score: -30635348.000000 Penalty: 6107.351074
	Iteration 119Q: 3 clusters Score -3.063535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 221426 members 
Entering Unmasked Estep 
Score: -30635324.000000 Penalty: 6107.351074
	Iteration 120F: 3 clusters Score -3.063532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 221435 members 
Entering Unmasked Estep 
Score: -30635316.000000 Penalty: 6107.351074
	Iteration 121Q: 3 clusters Score -3.063532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 221440 members 
Entering Unmasked Estep 
Score: -30635310.000000 Penalty: 6107.351074
	Iteration 122Q: 3 clusters Score -3.063531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 221446 members 
Entering Unmasked Estep 
Score: -30635324.000000 Penalty: 6107.351074
	Iteration 123Q: 3 clusters Score -3.063532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 221454 members 
Entering Unmasked Estep 
Score: -30635324.000000 Penalty: 6107.351074
	Iteration 124Q: 3 clusters Score -3.063532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 221461 members 
Entering Unmasked Estep 
Score: -30635338.000000 Penalty: 6107.351074
	Iteration 125Q: 3 clusters Score -3.063534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 221467 members 
Entering Unmasked Estep 
Score: -30635338.000000 Penalty: 6107.351074
	Iteration 126Q: 3 clusters Score -3.063534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 221475 members 
Entering Unmasked Estep 
Score: -30635354.000000 Penalty: 6107.351074
	Iteration 127Q: 3 clusters Score -3.063535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 221477 members 
Entering Unmasked Estep 
Score: -30635346.000000 Penalty: 6107.351074
	Iteration 128Q: 3 clusters Score -3.063535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 221479 members 
Entering Unmasked Estep 
Score: -30635348.000000 Penalty: 6107.351074
	Iteration 129Q: 3 clusters Score -3.063535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 221480 members 
Entering Unmasked Estep 
Score: -30635332.000000 Penalty: 6107.351074
	Iteration 130Q: 3 clusters Score -3.063533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 221481 members 
Entering Unmasked Estep 
Score: -30635344.000000 Penalty: 6107.351074
	Iteration 131Q: 3 clusters Score -3.063534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 221482 members 
Entering Unmasked Estep 
Score: -30635348.000000 Penalty: 6107.351074
	Iteration 132Q: 3 clusters Score -3.063535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 221483 members 
Entering Unmasked Estep 
Score: -30635344.000000 Penalty: 6107.351074
	Iteration 133Q: 3 clusters Score -3.063534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 221484 members 
Entering Unmasked Estep 
Score: -30635336.000000 Penalty: 6107.351074
	Iteration 134Q: 3 clusters Score -3.063534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 221485 members 
Entering Unmasked Estep 
Score: -30635336.000000 Penalty: 6107.351074
	Iteration 135Q: 3 clusters Score -3.063534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 221486 members 
Entering Unmasked Estep 
Score: -30635334.000000 Penalty: 6107.351074
	Iteration 136Q: 3 clusters Score -3.063533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 221487 members 
Entering Unmasked Estep 
Score: -30635328.000000 Penalty: 6107.351074
	Iteration 137Q: 3 clusters Score -3.063533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 221487 members 
Entering Unmasked Estep 
Score: -30635352.000000 Penalty: 6107.351074
	Iteration 138Q: 3 clusters Score -3.063535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 221489 members 
Entering Unmasked Estep 
Score: -30635346.000000 Penalty: 6107.351074
	Iteration 139Q: 3 clusters Score -3.063535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 221489 members 
Entering Unmasked Estep 
Score: -30635358.000000 Penalty: 6107.351074
	Iteration 140F: 3 clusters Score -3.063536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -385440.281250 Penalty: 1979.130737
	Iteration 0F: 2 clusters Score -385440.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -382249.125000 Penalty: 3958.261475
	Iteration 0F: 3 clusters Score -382249.1 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -382861.281250 Penalty: 3958.261475
	Iteration 1F: 3 clusters Score -382861.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -382992.000000 Penalty: 3958.261475
	Iteration 2F: 3 clusters Score -382992 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -383087.750000 Penalty: 3958.261475
	Iteration 3Q: 3 clusters Score -383087.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -383159.000000 Penalty: 3958.261475
	Iteration 4Q: 3 clusters Score -383159 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -383226.250000 Penalty: 3958.261475
	Iteration 5Q: 3 clusters Score -383226.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -383282.562500 Penalty: 3958.261475
	Iteration 6Q: 3 clusters Score -383282.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -383322.125000 Penalty: 3958.261475
	Iteration 7Q: 3 clusters Score -383322.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -383366.718750 Penalty: 3958.261475
	Iteration 8Q: 3 clusters Score -383366.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -383399.031250 Penalty: 3958.261475
	Iteration 9Q: 3 clusters Score -383399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -383429.750000 Penalty: 3958.261475
	Iteration 10Q: 3 clusters Score -383429.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -383460.187500 Penalty: 3958.261475
	Iteration 11Q: 3 clusters Score -383460.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -383481.718750 Penalty: 3958.261475
	Iteration 12Q: 3 clusters Score -383481.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -383504.843750 Penalty: 3958.261475
	Iteration 13Q: 3 clusters Score -383504.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -383523.875000 Penalty: 3958.261475
	Iteration 14Q: 3 clusters Score -383523.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -383540.562500 Penalty: 3958.261475
	Iteration 15Q: 3 clusters Score -383540.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -383557.125000 Penalty: 3958.261475
	Iteration 16Q: 3 clusters Score -383557.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -383570.218750 Penalty: 3958.261475
	Iteration 17Q: 3 clusters Score -383570.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -383585.812500 Penalty: 3958.261475
	Iteration 18Q: 3 clusters Score -383585.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -383598.031250 Penalty: 3958.261475
	Iteration 19Q: 3 clusters Score -383598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -383605.656250 Penalty: 3958.261475
	Iteration 20F: 3 clusters Score -383605.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -383612.000000 Penalty: 3958.261475
	Iteration 21Q: 3 clusters Score -383612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -383617.281250 Penalty: 3958.261475
	Iteration 22Q: 3 clusters Score -383617.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -383625.093750 Penalty: 3958.261475
	Iteration 23Q: 3 clusters Score -383625.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -383629.937500 Penalty: 3958.261475
	Iteration 24Q: 3 clusters Score -383629.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -383634.500000 Penalty: 3958.261475
	Iteration 25Q: 3 clusters Score -383634.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -383644.031250 Penalty: 3958.261475
	Iteration 26Q: 3 clusters Score -383644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -383655.406250 Penalty: 3958.261475
	Iteration 27Q: 3 clusters Score -383655.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -383665.156250 Penalty: 3958.261475
	Iteration 28Q: 3 clusters Score -383665.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -383677.875000 Penalty: 3958.261475
	Iteration 29Q: 3 clusters Score -383677.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -383689.562500 Penalty: 3958.261475
	Iteration 30Q: 3 clusters Score -383689.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -383700.437500 Penalty: 3958.261475
	Iteration 31Q: 3 clusters Score -383700.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -383709.781250 Penalty: 3958.261475
	Iteration 32Q: 3 clusters Score -383709.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -383718.937500 Penalty: 3958.261475
	Iteration 33Q: 3 clusters Score -383718.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -383727.343750 Penalty: 3958.261475
	Iteration 34Q: 3 clusters Score -383727.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -383733.750000 Penalty: 3958.261475
	Iteration 35Q: 3 clusters Score -383733.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -383738.625000 Penalty: 3958.261475
	Iteration 36Q: 3 clusters Score -383738.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -383743.750000 Penalty: 3958.261475
	Iteration 37Q: 3 clusters Score -383743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -383747.531250 Penalty: 3958.261475
	Iteration 38Q: 3 clusters Score -383747.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -383752.000000 Penalty: 3958.261475
	Iteration 39Q: 3 clusters Score -383752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -383756.375000 Penalty: 3958.261475
	Iteration 40F: 3 clusters Score -383756.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -383759.250000 Penalty: 3958.261475
	Iteration 41Q: 3 clusters Score -383759.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -383764.437500 Penalty: 3958.261475
	Iteration 42Q: 3 clusters Score -383764.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -383767.937500 Penalty: 3958.261475
	Iteration 43Q: 3 clusters Score -383767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -383771.062500 Penalty: 3958.261475
	Iteration 44Q: 3 clusters Score -383771.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -383775.156250 Penalty: 3958.261475
	Iteration 45Q: 3 clusters Score -383775.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -383781.218750 Penalty: 3958.261475
	Iteration 46Q: 3 clusters Score -383781.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -383790.187500 Penalty: 3958.261475
	Iteration 47Q: 3 clusters Score -383790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -383798.531250 Penalty: 3958.261475
	Iteration 48Q: 3 clusters Score -383798.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -383804.187500 Penalty: 3958.261475
	Iteration 49Q: 3 clusters Score -383804.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -383807.812500 Penalty: 3958.261475
	Iteration 50Q: 3 clusters Score -383807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -383812.812500 Penalty: 3958.261475
	Iteration 51Q: 3 clusters Score -383812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -383815.000000 Penalty: 3958.261475
	Iteration 52Q: 3 clusters Score -383815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -383818.156250 Penalty: 3958.261475
	Iteration 53Q: 3 clusters Score -383818.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -383822.281250 Penalty: 3958.261475
	Iteration 54Q: 3 clusters Score -383822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -383824.000000 Penalty: 3958.261475
	Iteration 55Q: 3 clusters Score -383824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -383826.500000 Penalty: 3958.261475
	Iteration 56Q: 3 clusters Score -383826.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -383829.062500 Penalty: 3958.261475
	Iteration 57Q: 3 clusters Score -383829.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -383831.906250 Penalty: 3958.261475
	Iteration 58Q: 3 clusters Score -383831.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -383837.218750 Penalty: 3958.261475
	Iteration 59Q: 3 clusters Score -383837.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -383840.812500 Penalty: 3958.261475
	Iteration 60F: 3 clusters Score -383840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -383842.937500 Penalty: 3958.261475
	Iteration 61Q: 3 clusters Score -383842.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -383846.531250 Penalty: 3958.261475
	Iteration 62Q: 3 clusters Score -383846.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -383848.875000 Penalty: 3958.261475
	Iteration 63Q: 3 clusters Score -383848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -383853.156250 Penalty: 3958.261475
	Iteration 64Q: 3 clusters Score -383853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -383855.781250 Penalty: 3958.261475
	Iteration 65Q: 3 clusters Score -383855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -383857.250000 Penalty: 3958.261475
	Iteration 66Q: 3 clusters Score -383857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -383858.781250 Penalty: 3958.261475
	Iteration 67Q: 3 clusters Score -383858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -383862.468750 Penalty: 3958.261475
	Iteration 68Q: 3 clusters Score -383862.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -383866.343750 Penalty: 3958.261475
	Iteration 69Q: 3 clusters Score -383866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -383870.656250 Penalty: 3958.261475
	Iteration 70Q: 3 clusters Score -383870.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -383874.843750 Penalty: 3958.261475
	Iteration 71Q: 3 clusters Score -383874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -383878.156250 Penalty: 3958.261475
	Iteration 72Q: 3 clusters Score -383878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -383879.187500 Penalty: 3958.261475
	Iteration 73Q: 3 clusters Score -383879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -383880.437500 Penalty: 3958.261475
	Iteration 74Q: 3 clusters Score -383880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -383880.843750 Penalty: 3958.261475
	Iteration 75Q: 3 clusters Score -383880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -383881.593750 Penalty: 3958.261475
	Iteration 76Q: 3 clusters Score -383881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -383882.031250 Penalty: 3958.261475
	Iteration 77Q: 3 clusters Score -383882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -383882.875000 Penalty: 3958.261475
	Iteration 78Q: 3 clusters Score -383882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -383883.468750 Penalty: 3958.261475
	Iteration 79Q: 3 clusters Score -383883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -383885.062500 Penalty: 3958.261475
	Iteration 80F: 3 clusters Score -383885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -383885.812500 Penalty: 3958.261475
	Iteration 81Q: 3 clusters Score -383885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -383887.500000 Penalty: 3958.261475
	Iteration 82Q: 3 clusters Score -383887.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -383887.687500 Penalty: 3958.261475
	Iteration 83Q: 3 clusters Score -383887.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -383891.031250 Penalty: 3958.261475
	Iteration 84Q: 3 clusters Score -383891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -383893.437500 Penalty: 3958.261475
	Iteration 85Q: 3 clusters Score -383893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -383895.281250 Penalty: 3958.261475
	Iteration 86Q: 3 clusters Score -383895.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -383895.468750 Penalty: 3958.261475
	Iteration 87Q: 3 clusters Score -383895.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -383895.468750 Penalty: 3958.261475
	Iteration 88F: 3 clusters Score -383895.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Entering Unmasked Estep 
Score: -3429753.000000 Penalty: 2507.233154
	Iteration 0F: 2 clusters Score -3429753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3412711.000000 Penalty: 5014.466309
	Iteration 0F: 3 clusters Score -3412711 nChanged 10996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3418533.750000 Penalty: 5014.466309
	Iteration 1F: 3 clusters Score -3418534 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -3418909.500000 Penalty: 5014.466309
	Iteration 2Q: 3 clusters Score -3418910 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -3419218.750000 Penalty: 5014.466309
	Iteration 3Q: 3 clusters Score -3419219 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3419501.750000 Penalty: 5014.466309
	Iteration 4Q: 3 clusters Score -3419502 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3419790.500000 Penalty: 5014.466309
	Iteration 5Q: 3 clusters Score -3419790 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3420099.500000 Penalty: 5014.466309
	Iteration 6Q: 3 clusters Score -3420100 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3420455.500000 Penalty: 5014.466309
	Iteration 7Q: 3 clusters Score -3420456 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3420907.000000 Penalty: 5014.466309
	Iteration 8Q: 3 clusters Score -3420907 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3421405.250000 Penalty: 5014.466309
	Iteration 9Q: 3 clusters Score -3421405 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3422051.250000 Penalty: 5014.466309
	Iteration 10Q: 3 clusters Score -3422051 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3422896.250000 Penalty: 5014.466309
	Iteration 11F: 3 clusters Score -3422896 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3423783.500000 Penalty: 5014.466309
	Iteration 12F: 3 clusters Score -3423784 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3424527.500000 Penalty: 5014.466309
	Iteration 13Q: 3 clusters Score -3424528 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3425024.250000 Penalty: 5014.466309
	Iteration 14Q: 3 clusters Score -3425024 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3425312.250000 Penalty: 5014.466309
	Iteration 15Q: 3 clusters Score -3425312 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3425458.750000 Penalty: 5014.466309
	Iteration 16Q: 3 clusters Score -3425459 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3425584.500000 Penalty: 5014.466309
	Iteration 17Q: 3 clusters Score -3425584 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3425701.750000 Penalty: 5014.466309
	Iteration 18Q: 3 clusters Score -3425702 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -3425800.750000 Penalty: 5014.466309
	Iteration 19Q: 3 clusters Score -3425801 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3425888.250000 Penalty: 5014.466309
	Iteration 20F: 3 clusters Score -3425888 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3425961.500000 Penalty: 5014.466309
	Iteration 21Q: 3 clusters Score -3425962 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3426021.000000 Penalty: 5014.466309
	Iteration 22Q: 3 clusters Score -3426021 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3426083.000000 Penalty: 5014.466309
	Iteration 23Q: 3 clusters Score -3426083 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3426141.500000 Penalty: 5014.466309
	Iteration 24Q: 3 clusters Score -3426142 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3426183.750000 Penalty: 5014.466309
	Iteration 25Q: 3 clusters Score -3426184 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3426255.750000 Penalty: 5014.466309
	Iteration 26Q: 3 clusters Score -3426256 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3426338.000000 Penalty: 5014.466309
	Iteration 27Q: 3 clusters Score -3426338 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3426400.250000 Penalty: 5014.466309
	Iteration 28Q: 3 clusters Score -3426400 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3426468.500000 Penalty: 5014.466309
	Iteration 29Q: 3 clusters Score -3426468 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3426527.000000 Penalty: 5014.466309
	Iteration 30Q: 3 clusters Score -3426527 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3426580.750000 Penalty: 5014.466309
	Iteration 31Q: 3 clusters Score -3426581 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3426634.000000 Penalty: 5014.466309
	Iteration 32Q: 3 clusters Score -3426634 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -3426668.000000 Penalty: 5014.466309
	Iteration 33Q: 3 clusters Score -3426668 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3426715.500000 Penalty: 5014.466309
	Iteration 34Q: 3 clusters Score -3426716 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3426763.250000 Penalty: 5014.466309
	Iteration 35Q: 3 clusters Score -3426763 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3426813.750000 Penalty: 5014.466309
	Iteration 36Q: 3 clusters Score -3426814 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -3426859.250000 Penalty: 5014.466309
	Iteration 37Q: 3 clusters Score -3426859 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3426912.500000 Penalty: 5014.466309
	Iteration 38Q: 3 clusters Score -3426912 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3426994.000000 Penalty: 5014.466309
	Iteration 39Q: 3 clusters Score -3426994 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3427058.750000 Penalty: 5014.466309
	Iteration 40F: 3 clusters Score -3427059 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3427115.250000 Penalty: 5014.466309
	Iteration 41Q: 3 clusters Score -3427115 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3427158.500000 Penalty: 5014.466309
	Iteration 42Q: 3 clusters Score -3427158 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3427200.250000 Penalty: 5014.466309
	Iteration 43Q: 3 clusters Score -3427200 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3427254.500000 Penalty: 5014.466309
	Iteration 44Q: 3 clusters Score -3427254 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3427299.000000 Penalty: 5014.466309
	Iteration 45Q: 3 clusters Score -3427299 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3427344.250000 Penalty: 5014.466309
	Iteration 46Q: 3 clusters Score -3427344 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3427383.500000 Penalty: 5014.466309
	Iteration 47Q: 3 clusters Score -3427384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3427412.750000 Penalty: 5014.466309
	Iteration 48Q: 3 clusters Score -3427413 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3427437.500000 Penalty: 5014.466309
	Iteration 49Q: 3 clusters Score -3427438 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3427459.250000 Penalty: 5014.466309
	Iteration 50Q: 3 clusters Score -3427459 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3427476.500000 Penalty: 5014.466309
	Iteration 51Q: 3 clusters Score -3427476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3427492.000000 Penalty: 5014.466309
	Iteration 52Q: 3 clusters Score -3427492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3427504.500000 Penalty: 5014.466309
	Iteration 53Q: 3 clusters Score -3427504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3427512.500000 Penalty: 5014.466309
	Iteration 54Q: 3 clusters Score -3427512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3427533.250000 Penalty: 5014.466309
	Iteration 55Q: 3 clusters Score -3427533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3427546.000000 Penalty: 5014.466309
	Iteration 56Q: 3 clusters Score -3427546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3427556.000000 Penalty: 5014.466309
	Iteration 57Q: 3 clusters Score -3427556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3427579.250000 Penalty: 5014.466309
	Iteration 58Q: 3 clusters Score -3427579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3427617.000000 Penalty: 5014.466309
	Iteration 59Q: 3 clusters Score -3427617 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3427639.750000 Penalty: 5014.466309
	Iteration 60F: 3 clusters Score -3427640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3427668.250000 Penalty: 5014.466309
	Iteration 61Q: 3 clusters Score -3427668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3427683.500000 Penalty: 5014.466309
	Iteration 62Q: 3 clusters Score -3427684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3427694.500000 Penalty: 5014.466309
	Iteration 63Q: 3 clusters Score -3427694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3427711.000000 Penalty: 5014.466309
	Iteration 64Q: 3 clusters Score -3427711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3427725.500000 Penalty: 5014.466309
	Iteration 65Q: 3 clusters Score -3427726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3427744.000000 Penalty: 5014.466309
	Iteration 66Q: 3 clusters Score -3427744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3427744.500000 Penalty: 5014.466309
	Iteration 67Q: 3 clusters Score -3427744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3427752.250000 Penalty: 5014.466309
	Iteration 68Q: 3 clusters Score -3427752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3427752.750000 Penalty: 5014.466309
	Iteration 69Q: 3 clusters Score -3427753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3427764.000000 Penalty: 5014.466309
	Iteration 70Q: 3 clusters Score -3427764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3427774.250000 Penalty: 5014.466309
	Iteration 71Q: 3 clusters Score -3427774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3427791.750000 Penalty: 5014.466309
	Iteration 72Q: 3 clusters Score -3427792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3427805.250000 Penalty: 5014.466309
	Iteration 73Q: 3 clusters Score -3427805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3427814.500000 Penalty: 5014.466309
	Iteration 74Q: 3 clusters Score -3427814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3427819.250000 Penalty: 5014.466309
	Iteration 75Q: 3 clusters Score -3427819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3427827.750000 Penalty: 5014.466309
	Iteration 76Q: 3 clusters Score -3427828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3427837.500000 Penalty: 5014.466309
	Iteration 77Q: 3 clusters Score -3427838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3427848.000000 Penalty: 5014.466309
	Iteration 78Q: 3 clusters Score -3427848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3427857.750000 Penalty: 5014.466309
	Iteration 79Q: 3 clusters Score -3427858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3427857.500000 Penalty: 5014.466309
	Iteration 80F: 3 clusters Score -3427858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3427868.750000 Penalty: 5014.466309
	Iteration 81Q: 3 clusters Score -3427869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3427873.500000 Penalty: 5014.466309
	Iteration 82Q: 3 clusters Score -3427874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3427881.500000 Penalty: 5014.466309
	Iteration 83Q: 3 clusters Score -3427882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3427879.500000 Penalty: 5014.466309
	Iteration 84Q: 3 clusters Score -3427880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3427892.250000 Penalty: 5014.466309
	Iteration 85Q: 3 clusters Score -3427892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3427898.500000 Penalty: 5014.466309
	Iteration 86Q: 3 clusters Score -3427898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3427895.750000 Penalty: 5014.466309
	Iteration 87Q: 3 clusters Score -3427896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3427901.250000 Penalty: 5014.466309
	Iteration 88Q: 3 clusters Score -3427901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3427909.750000 Penalty: 5014.466309
	Iteration 89Q: 3 clusters Score -3427910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3427906.500000 Penalty: 5014.466309
	Iteration 90Q: 3 clusters Score -3427906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3427907.500000 Penalty: 5014.466309
	Iteration 91Q: 3 clusters Score -3427908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3427907.500000 Penalty: 5014.466309
	Iteration 92Q: 3 clusters Score -3427908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3427908.500000 Penalty: 5014.466309
	Iteration 93Q: 3 clusters Score -3427908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3427909.750000 Penalty: 5014.466309
	Iteration 94Q: 3 clusters Score -3427910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3427907.750000 Penalty: 5014.466309
	Iteration 95Q: 3 clusters Score -3427908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3427911.750000 Penalty: 5014.466309
	Iteration 96Q: 3 clusters Score -3427912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3427912.750000 Penalty: 5014.466309
	Iteration 97Q: 3 clusters Score -3427913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3427912.250000 Penalty: 5014.466309
	Iteration 98Q: 3 clusters Score -3427912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3427914.250000 Penalty: 5014.466309
	Iteration 99Q: 3 clusters Score -3427914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3427914.750000 Penalty: 5014.466309
	Iteration 100F: 3 clusters Score -3427915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3427918.250000 Penalty: 5014.466309
	Iteration 101Q: 3 clusters Score -3427918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3427920.250000 Penalty: 5014.466309
	Iteration 102Q: 3 clusters Score -3427920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3427921.500000 Penalty: 5014.466309
	Iteration 103Q: 3 clusters Score -3427922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3427919.250000 Penalty: 5014.466309
	Iteration 104Q: 3 clusters Score -3427919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3427917.500000 Penalty: 5014.466309
	Iteration 105Q: 3 clusters Score -3427918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3427918.000000 Penalty: 5014.466309
	Iteration 106Q: 3 clusters Score -3427918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3427921.250000 Penalty: 5014.466309
	Iteration 107Q: 3 clusters Score -3427921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3427919.750000 Penalty: 5014.466309
	Iteration 108Q: 3 clusters Score -3427920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3427925.000000 Penalty: 5014.466309
	Iteration 109Q: 3 clusters Score -3427925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3427924.250000 Penalty: 5014.466309
	Iteration 110Q: 3 clusters Score -3427924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3427928.750000 Penalty: 5014.466309
	Iteration 111Q: 3 clusters Score -3427929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3427928.000000 Penalty: 5014.466309
	Iteration 112Q: 3 clusters Score -3427928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3427928.750000 Penalty: 5014.466309
	Iteration 113Q: 3 clusters Score -3427929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3427931.000000 Penalty: 5014.466309
	Iteration 114Q: 3 clusters Score -3427931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3427926.750000 Penalty: 5014.466309
	Iteration 115Q: 3 clusters Score -3427927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3427926.750000 Penalty: 5014.466309
	Iteration 116Q: 3 clusters Score -3427927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3427926.750000 Penalty: 5014.466309
	Iteration 117F: 3 clusters Score -3427927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -111208.390625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -111208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -109336.562500 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -109336.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -109819.851562 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -109819.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -110163.664062 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -110163.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110399.921875 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -110399.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110587.156250 Penalty: 3398.187744
	Iteration 4Q: 3 clusters Score -110587.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -110867.320312 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -110867.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -111092.789062 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -111092.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -111150.960938 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -111151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111196.023438 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -111196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111251.289062 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -111251.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111273.859375 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -111273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111288.164062 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -111288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -111291.984375 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -111292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111295.125000 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -111295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -111297.039062 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -111297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -111297.039062 Penalty: 3398.187744
	Iteration 15F: 3 clusters Score -111297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49671 members 
Mstep: Class 4 contains 90496 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 141372 members 
Mstep: Class 8 contains 107733 members 
Mstep: Class 9 contains 222617 members 
Mstep: Class 10 contains 2923 members 
Mstep: Class 11 contains 24583 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17759 members 
Mstep: Class 16 contains 3820 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146436 members 
Mstep: Class 19 contains 36149 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 369 members 
Entering Unmasked Estep 
Score: -137455840.000000 Penalty: 82313.867188
Splitting cluster 12 changes total score from -137457584.000000 to -137455840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Entering Unmasked Estep 
Score: -535873.125000 Penalty: 2055.805664
	Iteration 0F: 2 clusters Score -535873.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -532009.562500 Penalty: 4111.611328
	Iteration 0F: 3 clusters Score -532009.6 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -532841.875000 Penalty: 4111.611328
	Iteration 1F: 3 clusters Score -532841.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -533055.187500 Penalty: 4111.611328
	Iteration 2F: 3 clusters Score -533055.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -533175.687500 Penalty: 4111.611328
	Iteration 3Q: 3 clusters Score -533175.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -533268.187500 Penalty: 4111.611328
	Iteration 4Q: 3 clusters Score -533268.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -533326.437500 Penalty: 4111.611328
	Iteration 5Q: 3 clusters Score -533326.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -533373.062500 Penalty: 4111.611328
	Iteration 6Q: 3 clusters Score -533373.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -533417.687500 Penalty: 4111.611328
	Iteration 7Q: 3 clusters Score -533417.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -533451.250000 Penalty: 4111.611328
	Iteration 8Q: 3 clusters Score -533451.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -533480.000000 Penalty: 4111.611328
	Iteration 9Q: 3 clusters Score -533480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -533503.937500 Penalty: 4111.611328
	Iteration 10Q: 3 clusters Score -533503.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -533523.625000 Penalty: 4111.611328
	Iteration 11Q: 3 clusters Score -533523.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -533551.812500 Penalty: 4111.611328
	Iteration 12Q: 3 clusters Score -533551.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -533579.437500 Penalty: 4111.611328
	Iteration 13Q: 3 clusters Score -533579.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -533603.000000 Penalty: 4111.611328
	Iteration 14Q: 3 clusters Score -533603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -533634.375000 Penalty: 4111.611328
	Iteration 15Q: 3 clusters Score -533634.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -533655.750000 Penalty: 4111.611328
	Iteration 16Q: 3 clusters Score -533655.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -533676.500000 Penalty: 4111.611328
	Iteration 17Q: 3 clusters Score -533676.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -533694.625000 Penalty: 4111.611328
	Iteration 18Q: 3 clusters Score -533694.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -533716.375000 Penalty: 4111.611328
	Iteration 19Q: 3 clusters Score -533716.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -533731.625000 Penalty: 4111.611328
	Iteration 20F: 3 clusters Score -533731.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -533745.062500 Penalty: 4111.611328
	Iteration 21Q: 3 clusters Score -533745.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -533761.187500 Penalty: 4111.611328
	Iteration 22Q: 3 clusters Score -533761.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -533776.625000 Penalty: 4111.611328
	Iteration 23Q: 3 clusters Score -533776.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -533790.562500 Penalty: 4111.611328
	Iteration 24Q: 3 clusters Score -533790.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -533802.062500 Penalty: 4111.611328
	Iteration 25Q: 3 clusters Score -533802.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -533810.937500 Penalty: 4111.611328
	Iteration 26Q: 3 clusters Score -533810.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -533816.812500 Penalty: 4111.611328
	Iteration 27Q: 3 clusters Score -533816.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -533825.375000 Penalty: 4111.611328
	Iteration 28Q: 3 clusters Score -533825.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -533834.312500 Penalty: 4111.611328
	Iteration 29Q: 3 clusters Score -533834.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -533845.750000 Penalty: 4111.611328
	Iteration 30Q: 3 clusters Score -533845.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -533854.437500 Penalty: 4111.611328
	Iteration 31Q: 3 clusters Score -533854.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -533866.375000 Penalty: 4111.611328
	Iteration 32Q: 3 clusters Score -533866.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -533875.312500 Penalty: 4111.611328
	Iteration 33Q: 3 clusters Score -533875.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -533888.000000 Penalty: 4111.611328
	Iteration 34Q: 3 clusters Score -533888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -533904.250000 Penalty: 4111.611328
	Iteration 35Q: 3 clusters Score -533904.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -533916.250000 Penalty: 4111.611328
	Iteration 36Q: 3 clusters Score -533916.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -533925.750000 Penalty: 4111.611328
	Iteration 37Q: 3 clusters Score -533925.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -533936.250000 Penalty: 4111.611328
	Iteration 38Q: 3 clusters Score -533936.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -533941.937500 Penalty: 4111.611328
	Iteration 39Q: 3 clusters Score -533941.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -533952.687500 Penalty: 4111.611328
	Iteration 40F: 3 clusters Score -533952.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -533960.312500 Penalty: 4111.611328
	Iteration 41Q: 3 clusters Score -533960.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -533962.687500 Penalty: 4111.611328
	Iteration 42Q: 3 clusters Score -533962.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -533965.500000 Penalty: 4111.611328
	Iteration 43Q: 3 clusters Score -533965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -533968.625000 Penalty: 4111.611328
	Iteration 44Q: 3 clusters Score -533968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -533972.625000 Penalty: 4111.611328
	Iteration 45Q: 3 clusters Score -533972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -533974.250000 Penalty: 4111.611328
	Iteration 46Q: 3 clusters Score -533974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -533974.125000 Penalty: 4111.611328
	Iteration 47Q: 3 clusters Score -533974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -533974.937500 Penalty: 4111.611328
	Iteration 48Q: 3 clusters Score -533974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -533976.437500 Penalty: 4111.611328
	Iteration 49Q: 3 clusters Score -533976.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -533980.562500 Penalty: 4111.611328
	Iteration 50Q: 3 clusters Score -533980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -533981.875000 Penalty: 4111.611328
	Iteration 51Q: 3 clusters Score -533981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -533984.125000 Penalty: 4111.611328
	Iteration 52Q: 3 clusters Score -533984.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -533987.875000 Penalty: 4111.611328
	Iteration 53Q: 3 clusters Score -533987.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -533989.000000 Penalty: 4111.611328
	Iteration 54Q: 3 clusters Score -533989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -533991.687500 Penalty: 4111.611328
	Iteration 55Q: 3 clusters Score -533991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -533991.687500 Penalty: 4111.611328
	Iteration 56Q: 3 clusters Score -533991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -533991.687500 Penalty: 4111.611328
	Iteration 57F: 3 clusters Score -533991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -161906.343750 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -161906.3 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 591 members 
Entering Unmasked Estep 
Score: -159799.171875 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -159799.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -160167.953125 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -160168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -160274.203125 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -160274.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -160334.109375 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -160334.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -160365.859375 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -160365.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -160404.750000 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -160404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -160420.546875 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -160420.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -160435.750000 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -160435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160446.296875 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -160446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -160448.125000 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -160448.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160453.187500 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -160453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160456.375000 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -160456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -160462.531250 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -160462.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -160468.875000 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -160468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -160470.406250 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -160470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160473.296875 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -160473.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160476.515625 Penalty: 3519.563232
	Iteration 16Q: 3 clusters Score -160476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160481.281250 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -160481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -160484.750000 Penalty: 3519.563232
	Iteration 18Q: 3 clusters Score -160484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -160489.453125 Penalty: 3519.563232
	Iteration 19Q: 3 clusters Score -160489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -160490.953125 Penalty: 3519.563232
	Iteration 20F: 3 clusters Score -160491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -160492.578125 Penalty: 3519.563232
	Iteration 21Q: 3 clusters Score -160492.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -160495.703125 Penalty: 3519.563232
	Iteration 22Q: 3 clusters Score -160495.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -160506.296875 Penalty: 3519.563232
	Iteration 23Q: 3 clusters Score -160506.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -160514.984375 Penalty: 3519.563232
	Iteration 24Q: 3 clusters Score -160515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -160518.078125 Penalty: 3519.563232
	Iteration 25Q: 3 clusters Score -160518.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -160520.218750 Penalty: 3519.563232
	Iteration 26Q: 3 clusters Score -160520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160522.359375 Penalty: 3519.563232
	Iteration 27Q: 3 clusters Score -160522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -160523.109375 Penalty: 3519.563232
	Iteration 28Q: 3 clusters Score -160523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -160526.390625 Penalty: 3519.563232
	Iteration 29Q: 3 clusters Score -160526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -160532.328125 Penalty: 3519.563232
	Iteration 30Q: 3 clusters Score -160532.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160539.406250 Penalty: 3519.563232
	Iteration 31Q: 3 clusters Score -160539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -160542.312500 Penalty: 3519.563232
	Iteration 32Q: 3 clusters Score -160542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -160543.140625 Penalty: 3519.563232
	Iteration 33Q: 3 clusters Score -160543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -160543.140625 Penalty: 3519.563232
	Iteration 34F: 3 clusters Score -160543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Entering Unmasked Estep 
Score: -2472831.500000 Penalty: 2426.592773
	Iteration 0F: 2 clusters Score -2472832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2460201.750000 Penalty: 4853.185547
	Iteration 0F: 3 clusters Score -2460202 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2464321.500000 Penalty: 4853.185547
	Iteration 1F: 3 clusters Score -2464322 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2464654.750000 Penalty: 4853.185547
	Iteration 2F: 3 clusters Score -2464655 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2464932.250000 Penalty: 4853.185547
	Iteration 3Q: 3 clusters Score -2464932 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2465183.000000 Penalty: 4853.185547
	Iteration 4Q: 3 clusters Score -2465183 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2465411.250000 Penalty: 4853.185547
	Iteration 5Q: 3 clusters Score -2465411 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2465657.250000 Penalty: 4853.185547
	Iteration 6Q: 3 clusters Score -2465657 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2465944.000000 Penalty: 4853.185547
	Iteration 7Q: 3 clusters Score -2465944 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2466328.500000 Penalty: 4853.185547
	Iteration 8Q: 3 clusters Score -2466328 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2466815.500000 Penalty: 4853.185547
	Iteration 9Q: 3 clusters Score -2466816 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2467410.750000 Penalty: 4853.185547
	Iteration 10Q: 3 clusters Score -2467411 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2468005.750000 Penalty: 4853.185547
	Iteration 11Q: 3 clusters Score -2468006 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2468579.750000 Penalty: 4853.185547
	Iteration 12Q: 3 clusters Score -2468580 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2469079.000000 Penalty: 4853.185547
	Iteration 13Q: 3 clusters Score -2469079 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2469476.250000 Penalty: 4853.185547
	Iteration 14Q: 3 clusters Score -2469476 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2469783.500000 Penalty: 4853.185547
	Iteration 15Q: 3 clusters Score -2469784 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2470027.500000 Penalty: 4853.185547
	Iteration 16Q: 3 clusters Score -2470028 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2470211.750000 Penalty: 4853.185547
	Iteration 17Q: 3 clusters Score -2470212 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2470341.500000 Penalty: 4853.185547
	Iteration 18Q: 3 clusters Score -2470342 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2470431.750000 Penalty: 4853.185547
	Iteration 19Q: 3 clusters Score -2470432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2470497.750000 Penalty: 4853.185547
	Iteration 20F: 3 clusters Score -2470498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2470558.250000 Penalty: 4853.185547
	Iteration 21Q: 3 clusters Score -2470558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2470589.500000 Penalty: 4853.185547
	Iteration 22Q: 3 clusters Score -2470590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2470623.000000 Penalty: 4853.185547
	Iteration 23Q: 3 clusters Score -2470623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2470649.250000 Penalty: 4853.185547
	Iteration 24Q: 3 clusters Score -2470649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2470675.000000 Penalty: 4853.185547
	Iteration 25Q: 3 clusters Score -2470675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2470683.750000 Penalty: 4853.185547
	Iteration 26Q: 3 clusters Score -2470684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2470690.500000 Penalty: 4853.185547
	Iteration 27Q: 3 clusters Score -2470690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2470699.750000 Penalty: 4853.185547
	Iteration 28Q: 3 clusters Score -2470700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2470704.250000 Penalty: 4853.185547
	Iteration 29Q: 3 clusters Score -2470704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2470715.000000 Penalty: 4853.185547
	Iteration 30Q: 3 clusters Score -2470715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2470719.250000 Penalty: 4853.185547
	Iteration 31Q: 3 clusters Score -2470719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2470725.000000 Penalty: 4853.185547
	Iteration 32Q: 3 clusters Score -2470725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2470735.000000 Penalty: 4853.185547
	Iteration 33Q: 3 clusters Score -2470735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2470739.750000 Penalty: 4853.185547
	Iteration 34Q: 3 clusters Score -2470740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2470746.500000 Penalty: 4853.185547
	Iteration 35Q: 3 clusters Score -2470746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2470749.500000 Penalty: 4853.185547
	Iteration 36Q: 3 clusters Score -2470750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2470755.500000 Penalty: 4853.185547
	Iteration 37Q: 3 clusters Score -2470756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2470755.750000 Penalty: 4853.185547
	Iteration 38Q: 3 clusters Score -2470756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2470755.750000 Penalty: 4853.185547
	Iteration 39F: 3 clusters Score -2470756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Entering Unmasked Estep 
Score: -490607.468750 Penalty: 2045.505493
	Iteration 0F: 2 clusters Score -490607.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -486855.343750 Penalty: 4091.010986
	Iteration 0F: 3 clusters Score -486855.3 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -487703.625000 Penalty: 4091.010986
	Iteration 1F: 3 clusters Score -487703.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -487912.656250 Penalty: 4091.010986
	Iteration 2F: 3 clusters Score -487912.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -488036.156250 Penalty: 4091.010986
	Iteration 3Q: 3 clusters Score -488036.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -488109.125000 Penalty: 4091.010986
	Iteration 4Q: 3 clusters Score -488109.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -488168.812500 Penalty: 4091.010986
	Iteration 5Q: 3 clusters Score -488168.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -488210.187500 Penalty: 4091.010986
	Iteration 6Q: 3 clusters Score -488210.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -488245.687500 Penalty: 4091.010986
	Iteration 7Q: 3 clusters Score -488245.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -488266.187500 Penalty: 4091.010986
	Iteration 8Q: 3 clusters Score -488266.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -488280.531250 Penalty: 4091.010986
	Iteration 9Q: 3 clusters Score -488280.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -488297.500000 Penalty: 4091.010986
	Iteration 10Q: 3 clusters Score -488297.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -488304.531250 Penalty: 4091.010986
	Iteration 11Q: 3 clusters Score -488304.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -488312.875000 Penalty: 4091.010986
	Iteration 12Q: 3 clusters Score -488312.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -488323.500000 Penalty: 4091.010986
	Iteration 13Q: 3 clusters Score -488323.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -488333.343750 Penalty: 4091.010986
	Iteration 14Q: 3 clusters Score -488333.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -488343.968750 Penalty: 4091.010986
	Iteration 15Q: 3 clusters Score -488344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -488355.718750 Penalty: 4091.010986
	Iteration 16Q: 3 clusters Score -488355.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -488364.937500 Penalty: 4091.010986
	Iteration 17Q: 3 clusters Score -488364.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -488374.218750 Penalty: 4091.010986
	Iteration 18Q: 3 clusters Score -488374.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -488382.375000 Penalty: 4091.010986
	Iteration 19Q: 3 clusters Score -488382.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -488392.375000 Penalty: 4091.010986
	Iteration 20F: 3 clusters Score -488392.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -488399.656250 Penalty: 4091.010986
	Iteration 21Q: 3 clusters Score -488399.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -488405.062500 Penalty: 4091.010986
	Iteration 22Q: 3 clusters Score -488405.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -488409.531250 Penalty: 4091.010986
	Iteration 23Q: 3 clusters Score -488409.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -488414.531250 Penalty: 4091.010986
	Iteration 24Q: 3 clusters Score -488414.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -488421.187500 Penalty: 4091.010986
	Iteration 25Q: 3 clusters Score -488421.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -488427.312500 Penalty: 4091.010986
	Iteration 26Q: 3 clusters Score -488427.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -488437.656250 Penalty: 4091.010986
	Iteration 27Q: 3 clusters Score -488437.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -488444.500000 Penalty: 4091.010986
	Iteration 28Q: 3 clusters Score -488444.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -488451.593750 Penalty: 4091.010986
	Iteration 29Q: 3 clusters Score -488451.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -488457.156250 Penalty: 4091.010986
	Iteration 30Q: 3 clusters Score -488457.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -488461.718750 Penalty: 4091.010986
	Iteration 31Q: 3 clusters Score -488461.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -488465.843750 Penalty: 4091.010986
	Iteration 32Q: 3 clusters Score -488465.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -488470.656250 Penalty: 4091.010986
	Iteration 33Q: 3 clusters Score -488470.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -488474.093750 Penalty: 4091.010986
	Iteration 34Q: 3 clusters Score -488474.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -488477.937500 Penalty: 4091.010986
	Iteration 35Q: 3 clusters Score -488477.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -488480.687500 Penalty: 4091.010986
	Iteration 36Q: 3 clusters Score -488480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -488481.843750 Penalty: 4091.010986
	Iteration 37Q: 3 clusters Score -488481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -488482.656250 Penalty: 4091.010986
	Iteration 38Q: 3 clusters Score -488482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -488483.343750 Penalty: 4091.010986
	Iteration 39Q: 3 clusters Score -488483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -488485.281250 Penalty: 4091.010986
	Iteration 40F: 3 clusters Score -488485.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -488486.406250 Penalty: 4091.010986
	Iteration 41Q: 3 clusters Score -488486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -488487.750000 Penalty: 4091.010986
	Iteration 42Q: 3 clusters Score -488487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -488489.406250 Penalty: 4091.010986
	Iteration 43Q: 3 clusters Score -488489.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -488496.000000 Penalty: 4091.010986
	Iteration 44Q: 3 clusters Score -488496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -488501.468750 Penalty: 4091.010986
	Iteration 45Q: 3 clusters Score -488501.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -488506.812500 Penalty: 4091.010986
	Iteration 46Q: 3 clusters Score -488506.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -488512.187500 Penalty: 4091.010986
	Iteration 47Q: 3 clusters Score -488512.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -488517.093750 Penalty: 4091.010986
	Iteration 48Q: 3 clusters Score -488517.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -488522.906250 Penalty: 4091.010986
	Iteration 49Q: 3 clusters Score -488522.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -488529.125000 Penalty: 4091.010986
	Iteration 50Q: 3 clusters Score -488529.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -488534.187500 Penalty: 4091.010986
	Iteration 51Q: 3 clusters Score -488534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -488537.156250 Penalty: 4091.010986
	Iteration 52Q: 3 clusters Score -488537.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -488542.875000 Penalty: 4091.010986
	Iteration 53Q: 3 clusters Score -488542.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -488548.000000 Penalty: 4091.010986
	Iteration 54Q: 3 clusters Score -488548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -488554.468750 Penalty: 4091.010986
	Iteration 55Q: 3 clusters Score -488554.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -488559.906250 Penalty: 4091.010986
	Iteration 56Q: 3 clusters Score -488559.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -488565.406250 Penalty: 4091.010986
	Iteration 57Q: 3 clusters Score -488565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -488567.562500 Penalty: 4091.010986
	Iteration 58Q: 3 clusters Score -488567.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -488570.437500 Penalty: 4091.010986
	Iteration 59Q: 3 clusters Score -488570.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -488573.500000 Penalty: 4091.010986
	Iteration 60F: 3 clusters Score -488573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -488576.500000 Penalty: 4091.010986
	Iteration 61Q: 3 clusters Score -488576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -488577.593750 Penalty: 4091.010986
	Iteration 62Q: 3 clusters Score -488577.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -488580.625000 Penalty: 4091.010986
	Iteration 63Q: 3 clusters Score -488580.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -488584.406250 Penalty: 4091.010986
	Iteration 64Q: 3 clusters Score -488584.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -488585.718750 Penalty: 4091.010986
	Iteration 65Q: 3 clusters Score -488585.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -488589.687500 Penalty: 4091.010986
	Iteration 66Q: 3 clusters Score -488589.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -488594.625000 Penalty: 4091.010986
	Iteration 67Q: 3 clusters Score -488594.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -488597.125000 Penalty: 4091.010986
	Iteration 68Q: 3 clusters Score -488597.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -488603.250000 Penalty: 4091.010986
	Iteration 69Q: 3 clusters Score -488603.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -488609.437500 Penalty: 4091.010986
	Iteration 70Q: 3 clusters Score -488609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -488616.406250 Penalty: 4091.010986
	Iteration 71Q: 3 clusters Score -488616.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -488626.250000 Penalty: 4091.010986
	Iteration 72Q: 3 clusters Score -488626.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -488635.218750 Penalty: 4091.010986
	Iteration 73Q: 3 clusters Score -488635.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -488644.625000 Penalty: 4091.010986
	Iteration 74Q: 3 clusters Score -488644.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -488654.906250 Penalty: 4091.010986
	Iteration 75Q: 3 clusters Score -488654.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -488662.468750 Penalty: 4091.010986
	Iteration 76Q: 3 clusters Score -488662.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -488667.906250 Penalty: 4091.010986
	Iteration 77Q: 3 clusters Score -488667.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -488677.843750 Penalty: 4091.010986
	Iteration 78Q: 3 clusters Score -488677.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -488683.750000 Penalty: 4091.010986
	Iteration 79Q: 3 clusters Score -488683.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -488688.750000 Penalty: 4091.010986
	Iteration 80F: 3 clusters Score -488688.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -488693.437500 Penalty: 4091.010986
	Iteration 81Q: 3 clusters Score -488693.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -488696.281250 Penalty: 4091.010986
	Iteration 82Q: 3 clusters Score -488696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -488699.281250 Penalty: 4091.010986
	Iteration 83Q: 3 clusters Score -488699.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -488704.156250 Penalty: 4091.010986
	Iteration 84Q: 3 clusters Score -488704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -488704.718750 Penalty: 4091.010986
	Iteration 85Q: 3 clusters Score -488704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -488707.562500 Penalty: 4091.010986
	Iteration 86Q: 3 clusters Score -488707.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -488709.500000 Penalty: 4091.010986
	Iteration 87Q: 3 clusters Score -488709.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -488711.250000 Penalty: 4091.010986
	Iteration 88Q: 3 clusters Score -488711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -488713.656250 Penalty: 4091.010986
	Iteration 89Q: 3 clusters Score -488713.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -488716.250000 Penalty: 4091.010986
	Iteration 90Q: 3 clusters Score -488716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -488716.000000 Penalty: 4091.010986
	Iteration 91Q: 3 clusters Score -488716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -488718.093750 Penalty: 4091.010986
	Iteration 92Q: 3 clusters Score -488718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -488718.531250 Penalty: 4091.010986
	Iteration 93Q: 3 clusters Score -488718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -488718.937500 Penalty: 4091.010986
	Iteration 94Q: 3 clusters Score -488718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -488719.531250 Penalty: 4091.010986
	Iteration 95Q: 3 clusters Score -488719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -488720.562500 Penalty: 4091.010986
	Iteration 96Q: 3 clusters Score -488720.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -488722.843750 Penalty: 4091.010986
	Iteration 97Q: 3 clusters Score -488722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -488723.718750 Penalty: 4091.010986
	Iteration 98Q: 3 clusters Score -488723.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -488723.718750 Penalty: 4091.010986
	Iteration 99F: 3 clusters Score -488723.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -12104.263672 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -12104.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11272.556641 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -11272.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -11283.586914 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -11283.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -11283.586914 Penalty: 2340.375244
	Iteration 2F: 3 clusters Score -11283.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (146436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Entering Unmasked Estep 
Score: -20222134.000000 Penalty: 2949.797119
	Iteration 0F: 2 clusters Score -2.022213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -20125070.000000 Penalty: 5899.594238
	Iteration 0F: 3 clusters Score -2.012507e+07 nChanged 69708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -20164606.000000 Penalty: 5899.594238
	Iteration 1F: 3 clusters Score -2.016461e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -20165468.000000 Penalty: 5899.594238
	Iteration 2Q: 3 clusters Score -2.016547e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -20166398.000000 Penalty: 5899.594238
	Iteration 3Q: 3 clusters Score -2.01664e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -20167494.000000 Penalty: 5899.594238
	Iteration 4Q: 3 clusters Score -2.016749e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
Score: -20168848.000000 Penalty: 5899.594238
	Iteration 5Q: 3 clusters Score -2.016885e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -20170720.000000 Penalty: 5899.594238
	Iteration 6Q: 3 clusters Score -2.017072e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 81778 members 
Entering Unmasked Estep 
Score: -20173146.000000 Penalty: 5899.594238
	Iteration 7Q: 3 clusters Score -2.017315e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61536 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -20176672.000000 Penalty: 5899.594238
	Iteration 8Q: 3 clusters Score -2.017667e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -20181762.000000 Penalty: 5899.594238
	Iteration 9F: 3 clusters Score -2.018176e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -20188308.000000 Penalty: 5899.594238
	Iteration 10F: 3 clusters Score -2.018831e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -20194478.000000 Penalty: 5899.594238
	Iteration 11F: 3 clusters Score -2.019448e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -20198426.000000 Penalty: 5899.594238
	Iteration 12Q: 3 clusters Score -2.019843e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -20200178.000000 Penalty: 5899.594238
	Iteration 13Q: 3 clusters Score -2.020018e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -20201020.000000 Penalty: 5899.594238
	Iteration 14Q: 3 clusters Score -2.020102e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 102837 members 
Entering Unmasked Estep 
Score: -20201616.000000 Penalty: 5899.594238
	Iteration 15Q: 3 clusters Score -2.020162e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 104625 members 
Entering Unmasked Estep 
Score: -20202048.000000 Penalty: 5899.594238
	Iteration 16Q: 3 clusters Score -2.020205e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 106548 members 
Entering Unmasked Estep 
Score: -20202618.000000 Penalty: 5899.594238
	Iteration 17Q: 3 clusters Score -2.020262e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 108546 members 
Entering Unmasked Estep 
Score: -20203114.000000 Penalty: 5899.594238
	Iteration 18Q: 3 clusters Score -2.020311e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 110662 members 
Entering Unmasked Estep 
Score: -20203658.000000 Penalty: 5899.594238
	Iteration 19Q: 3 clusters Score -2.020366e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 112878 members 
Entering Unmasked Estep 
Score: -20204390.000000 Penalty: 5899.594238
	Iteration 20F: 3 clusters Score -2.020439e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 115133 members 
Entering Unmasked Estep 
Score: -20205068.000000 Penalty: 5899.594238
	Iteration 21Q: 3 clusters Score -2.020507e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 117526 members 
Entering Unmasked Estep 
Score: -20205798.000000 Penalty: 5899.594238
	Iteration 22Q: 3 clusters Score -2.02058e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 119974 members 
Entering Unmasked Estep 
Score: -20206714.000000 Penalty: 5899.594238
	Iteration 23Q: 3 clusters Score -2.020671e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 122495 members 
Entering Unmasked Estep 
Score: -20207772.000000 Penalty: 5899.594238
	Iteration 24Q: 3 clusters Score -2.020777e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 125041 members 
Entering Unmasked Estep 
Score: -20208828.000000 Penalty: 5899.594238
	Iteration 25Q: 3 clusters Score -2.020883e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 127554 members 
Entering Unmasked Estep 
Score: -20209960.000000 Penalty: 5899.594238
	Iteration 26Q: 3 clusters Score -2.020996e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 130005 members 
Entering Unmasked Estep 
Score: -20211120.000000 Penalty: 5899.594238
	Iteration 27Q: 3 clusters Score -2.021112e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 132427 members 
Entering Unmasked Estep 
Score: -20212370.000000 Penalty: 5899.594238
	Iteration 28Q: 3 clusters Score -2.021237e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 134759 members 
Entering Unmasked Estep 
Score: -20213764.000000 Penalty: 5899.594238
	Iteration 29Q: 3 clusters Score -2.021376e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 136931 members 
Entering Unmasked Estep 
Score: -20214846.000000 Penalty: 5899.594238
	Iteration 30Q: 3 clusters Score -2.021485e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 138897 members 
Entering Unmasked Estep 
Score: -20215900.000000 Penalty: 5899.594238
	Iteration 31Q: 3 clusters Score -2.02159e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 140588 members 
Entering Unmasked Estep 
Score: -20216840.000000 Penalty: 5899.594238
	Iteration 32Q: 3 clusters Score -2.021684e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 142005 members 
Entering Unmasked Estep 
Score: -20217572.000000 Penalty: 5899.594238
	Iteration 33Q: 3 clusters Score -2.021757e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 143077 members 
Entering Unmasked Estep 
Score: -20218230.000000 Penalty: 5899.594238
	Iteration 34Q: 3 clusters Score -2.021823e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 143901 members 
Entering Unmasked Estep 
Score: -20218690.000000 Penalty: 5899.594238
	Iteration 35Q: 3 clusters Score -2.021869e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 144466 members 
Entering Unmasked Estep 
Score: -20219032.000000 Penalty: 5899.594238
	Iteration 36Q: 3 clusters Score -2.021903e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 144846 members 
Entering Unmasked Estep 
Score: -20219222.000000 Penalty: 5899.594238
	Iteration 37Q: 3 clusters Score -2.021922e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 145092 members 
Entering Unmasked Estep 
Score: -20219410.000000 Penalty: 5899.594238
	Iteration 38Q: 3 clusters Score -2.021941e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 145255 members 
Entering Unmasked Estep 
Score: -20219464.000000 Penalty: 5899.594238
	Iteration 39Q: 3 clusters Score -2.021946e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 145376 members 
Entering Unmasked Estep 
Score: -20219538.000000 Penalty: 5899.594238
	Iteration 40F: 3 clusters Score -2.021954e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 145453 members 
Entering Unmasked Estep 
Score: -20219542.000000 Penalty: 5899.594238
	Iteration 41Q: 3 clusters Score -2.021954e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 145517 members 
Entering Unmasked Estep 
Score: -20219568.000000 Penalty: 5899.594238
	Iteration 42Q: 3 clusters Score -2.021957e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 145565 members 
Entering Unmasked Estep 
Score: -20219582.000000 Penalty: 5899.594238
	Iteration 43Q: 3 clusters Score -2.021958e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 145595 members 
Entering Unmasked Estep 
Score: -20219608.000000 Penalty: 5899.594238
	Iteration 44Q: 3 clusters Score -2.021961e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 145637 members 
Entering Unmasked Estep 
Score: -20219634.000000 Penalty: 5899.594238
	Iteration 45Q: 3 clusters Score -2.021963e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 145660 members 
Entering Unmasked Estep 
Score: -20219658.000000 Penalty: 5899.594238
	Iteration 46Q: 3 clusters Score -2.021966e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 145689 members 
Entering Unmasked Estep 
Score: -20219664.000000 Penalty: 5899.594238
	Iteration 47Q: 3 clusters Score -2.021966e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 145708 members 
Entering Unmasked Estep 
Score: -20219678.000000 Penalty: 5899.594238
	Iteration 48Q: 3 clusters Score -2.021968e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 145730 members 
Entering Unmasked Estep 
Score: -20219680.000000 Penalty: 5899.594238
	Iteration 49Q: 3 clusters Score -2.021968e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 145745 members 
Entering Unmasked Estep 
Score: -20219690.000000 Penalty: 5899.594238
	Iteration 50Q: 3 clusters Score -2.021969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 145758 members 
Entering Unmasked Estep 
Score: -20219690.000000 Penalty: 5899.594238
	Iteration 51Q: 3 clusters Score -2.021969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 145776 members 
Entering Unmasked Estep 
Score: -20219698.000000 Penalty: 5899.594238
	Iteration 52Q: 3 clusters Score -2.02197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 145786 members 
Entering Unmasked Estep 
Score: -20219726.000000 Penalty: 5899.594238
	Iteration 53Q: 3 clusters Score -2.021973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 145792 members 
Entering Unmasked Estep 
Score: -20219744.000000 Penalty: 5899.594238
	Iteration 54Q: 3 clusters Score -2.021974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 145798 members 
Entering Unmasked Estep 
Score: -20219742.000000 Penalty: 5899.594238
	Iteration 55Q: 3 clusters Score -2.021974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 145801 members 
Entering Unmasked Estep 
Score: -20219754.000000 Penalty: 5899.594238
	Iteration 56Q: 3 clusters Score -2.021975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 145803 members 
Entering Unmasked Estep 
Score: -20219746.000000 Penalty: 5899.594238
	Iteration 57Q: 3 clusters Score -2.021975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 145808 members 
Entering Unmasked Estep 
Score: -20219736.000000 Penalty: 5899.594238
	Iteration 58Q: 3 clusters Score -2.021974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 145810 members 
Entering Unmasked Estep 
Score: -20219740.000000 Penalty: 5899.594238
	Iteration 59Q: 3 clusters Score -2.021974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 145811 members 
Entering Unmasked Estep 
Score: -20219752.000000 Penalty: 5899.594238
	Iteration 60F: 3 clusters Score -2.021975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 145812 members 
Entering Unmasked Estep 
Score: -20219756.000000 Penalty: 5899.594238
	Iteration 61Q: 3 clusters Score -2.021976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -20219748.000000 Penalty: 5899.594238
	Iteration 62Q: 3 clusters Score -2.021975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -20219754.000000 Penalty: 5899.594238
	Iteration 63Q: 3 clusters Score -2.021975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 145828 members 
Entering Unmasked Estep 
Score: -20219766.000000 Penalty: 5899.594238
	Iteration 64Q: 3 clusters Score -2.021977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 145830 members 
Entering Unmasked Estep 
Score: -20219758.000000 Penalty: 5899.594238
	Iteration 65Q: 3 clusters Score -2.021976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 145831 members 
Entering Unmasked Estep 
Score: -20219768.000000 Penalty: 5899.594238
	Iteration 66Q: 3 clusters Score -2.021977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 145832 members 
Entering Unmasked Estep 
Score: -20219772.000000 Penalty: 5899.594238
	Iteration 67Q: 3 clusters Score -2.021977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 145833 members 
Entering Unmasked Estep 
Score: -20219776.000000 Penalty: 5899.594238
	Iteration 68Q: 3 clusters Score -2.021978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 145835 members 
Entering Unmasked Estep 
Score: -20219784.000000 Penalty: 5899.594238
	Iteration 69Q: 3 clusters Score -2.021978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 145836 members 
Entering Unmasked Estep 
Score: -20219784.000000 Penalty: 5899.594238
	Iteration 70Q: 3 clusters Score -2.021978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 145835 members 
Entering Unmasked Estep 
Score: -20219778.000000 Penalty: 5899.594238
	Iteration 71Q: 3 clusters Score -2.021978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 145835 members 
Entering Unmasked Estep 
Score: -20219778.000000 Penalty: 5899.594238
	Iteration 72F: 3 clusters Score -2.021978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Entering Unmasked Estep 
Score: -4910607.000000 Penalty: 2602.860352
	Iteration 0F: 2 clusters Score -4910607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4885962.500000 Penalty: 5205.720703
	Iteration 0F: 3 clusters Score -4885962 nChanged 16422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4894940.000000 Penalty: 5205.720703
	Iteration 1F: 3 clusters Score -4894940 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4895450.500000 Penalty: 5205.720703
	Iteration 2Q: 3 clusters Score -4895450 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4895922.500000 Penalty: 5205.720703
	Iteration 3Q: 3 clusters Score -4895922 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -4896414.000000 Penalty: 5205.720703
	Iteration 4Q: 3 clusters Score -4896414 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -4897064.000000 Penalty: 5205.720703
	Iteration 5Q: 3 clusters Score -4897064 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4897971.500000 Penalty: 5205.720703
	Iteration 6Q: 3 clusters Score -4897972 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -4899238.000000 Penalty: 5205.720703
	Iteration 7F: 3 clusters Score -4899238 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -4901011.000000 Penalty: 5205.720703
	Iteration 8F: 3 clusters Score -4901011 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -4903018.000000 Penalty: 5205.720703
	Iteration 9F: 3 clusters Score -4903018 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4904868.000000 Penalty: 5205.720703
	Iteration 10F: 3 clusters Score -4904868 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4906277.500000 Penalty: 5205.720703
	Iteration 11Q: 3 clusters Score -4906278 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4907094.000000 Penalty: 5205.720703
	Iteration 12Q: 3 clusters Score -4907094 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4907562.500000 Penalty: 5205.720703
	Iteration 13Q: 3 clusters Score -4907562 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4907842.500000 Penalty: 5205.720703
	Iteration 14Q: 3 clusters Score -4907842 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4908030.000000 Penalty: 5205.720703
	Iteration 15Q: 3 clusters Score -4908030 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4908153.000000 Penalty: 5205.720703
	Iteration 16Q: 3 clusters Score -4908153 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4908260.000000 Penalty: 5205.720703
	Iteration 17Q: 3 clusters Score -4908260 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4908328.000000 Penalty: 5205.720703
	Iteration 18Q: 3 clusters Score -4908328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4908388.000000 Penalty: 5205.720703
	Iteration 19Q: 3 clusters Score -4908388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4908411.000000 Penalty: 5205.720703
	Iteration 20F: 3 clusters Score -4908411 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4908424.500000 Penalty: 5205.720703
	Iteration 21Q: 3 clusters Score -4908424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4908451.500000 Penalty: 5205.720703
	Iteration 22Q: 3 clusters Score -4908452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4908452.500000 Penalty: 5205.720703
	Iteration 23Q: 3 clusters Score -4908452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4908473.000000 Penalty: 5205.720703
	Iteration 24Q: 3 clusters Score -4908473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4908478.000000 Penalty: 5205.720703
	Iteration 25Q: 3 clusters Score -4908478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4908489.500000 Penalty: 5205.720703
	Iteration 26Q: 3 clusters Score -4908490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4908508.500000 Penalty: 5205.720703
	Iteration 27Q: 3 clusters Score -4908508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4908509.000000 Penalty: 5205.720703
	Iteration 28Q: 3 clusters Score -4908509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4908508.000000 Penalty: 5205.720703
	Iteration 29Q: 3 clusters Score -4908508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4908505.000000 Penalty: 5205.720703
	Iteration 30Q: 3 clusters Score -4908505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4908516.000000 Penalty: 5205.720703
	Iteration 31Q: 3 clusters Score -4908516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4908521.000000 Penalty: 5205.720703
	Iteration 32Q: 3 clusters Score -4908521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4908519.500000 Penalty: 5205.720703
	Iteration 33Q: 3 clusters Score -4908520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4908517.000000 Penalty: 5205.720703
	Iteration 34Q: 3 clusters Score -4908517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4908519.500000 Penalty: 5205.720703
	Iteration 35Q: 3 clusters Score -4908520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4908519.500000 Penalty: 5205.720703
	Iteration 36F: 3 clusters Score -4908520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -33586.828125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -33586.83 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 139 members 
Entering Unmasked Estep 
Score: -32326.236328 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -32326.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32444.341797 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -32444.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32476.064453 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -32476.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32483.140625 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -32483.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32497.796875 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -32497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32500.958984 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -32500.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32500.958984 Penalty: 2801.891357
	Iteration 6F: 3 clusters Score -32500.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -50654.781250 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -50654.78 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 194 members 
Entering Unmasked Estep 
Score: -49259.046875 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -49259.05 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49512.574219 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -49512.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49609.171875 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -49609.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49645.472656 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -49645.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -49672.132812 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -49672.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -49701.746094 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -49701.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -49746.601562 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -49746.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49822.738281 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -49822.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49968.687500 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -49968.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50013.617188 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -50013.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50037.718750 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -50037.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50066.089844 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -50066.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50100.265625 Penalty: 3004.165039
	Iteration 12Q: 3 clusters Score -50100.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -50133.687500 Penalty: 3004.165039
	Iteration 13Q: 3 clusters Score -50133.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50150.781250 Penalty: 3004.165039
	Iteration 14Q: 3 clusters Score -50150.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -50176.832031 Penalty: 3004.165039
	Iteration 15Q: 3 clusters Score -50176.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50187.328125 Penalty: 3004.165039
	Iteration 16Q: 3 clusters Score -50187.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50200.343750 Penalty: 3004.165039
	Iteration 17Q: 3 clusters Score -50200.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50241.144531 Penalty: 3004.165039
	Iteration 18Q: 3 clusters Score -50241.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50298.234375 Penalty: 3004.165039
	Iteration 19Q: 3 clusters Score -50298.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50371.675781 Penalty: 3004.165039
	Iteration 20F: 3 clusters Score -50371.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50549.214844 Penalty: 3004.165039
	Iteration 21Q: 3 clusters Score -50549.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50680.949219 Penalty: 3004.165039
	Iteration 22Q: 3 clusters Score -50680.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50710.929688 Penalty: 3004.165039
	Iteration 23Q: 3 clusters Score -50710.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50742.242188 Penalty: 3004.165039
	Iteration 24Q: 3 clusters Score -50742.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -50788.164062 Penalty: 3004.165039
	Iteration 25Q: 3 clusters Score -50788.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -50802.394531 Penalty: 3004.165039
	Iteration 26Q: 3 clusters Score -50802.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -50802.394531 Penalty: 3004.165039
	Iteration 27F: 3 clusters Score -50802.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49671 members 
Mstep: Class 4 contains 90496 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 141372 members 
Mstep: Class 8 contains 107733 members 
Mstep: Class 9 contains 222617 members 
Mstep: Class 10 contains 2923 members 
Mstep: Class 11 contains 24583 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17759 members 
Mstep: Class 16 contains 3820 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146436 members 
Mstep: Class 19 contains 36149 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 304 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 123 members 
Entering Unmasked Estep 
Score: -137455456.000000 Penalty: 82313.867188
Splitting cluster 21 changes total score from -137457584.000000 to -137455456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -68452.445312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -68452.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66853.507812 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -66853.51 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67029.515625 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -67029.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67083.414062 Penalty: 3129.719482
	Iteration 2Q: 3 clusters Score -67083.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67116.953125 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -67116.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67136.812500 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -67136.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67146.851562 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -67146.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67150.078125 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -67150.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67150.078125 Penalty: 3129.719482
	Iteration 7F: 3 clusters Score -67150.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -146967.906250 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -146967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -144967.968750 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -144968 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -145311.203125 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -145311.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -145443.578125 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -145443.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -145511.718750 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -145511.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -145546.625000 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -145546.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -145567.453125 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -145567.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -145585.437500 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -145585.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -145597.968750 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -145598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -145606.078125 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -145606.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -145611.640625 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -145611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -145615.812500 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -145615.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -145621.421875 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -145621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -145623.921875 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -145623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -145626.156250 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -145626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -145627.812500 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -145627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -145630.015625 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -145630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -145630.015625 Penalty: 3476.666748
	Iteration 16F: 3 clusters Score -145630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49671 members 
Mstep: Class 4 contains 90496 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 141372 members 
Mstep: Class 8 contains 107733 members 
Mstep: Class 9 contains 222617 members 
Mstep: Class 10 contains 2923 members 
Mstep: Class 11 contains 24583 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17759 members 
Mstep: Class 16 contains 3820 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146436 members 
Mstep: Class 19 contains 36149 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457424.000000 Penalty: 78884.125000
Iteration 199Q: 24 clusters Score -1.374574e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159823 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49678 members 
Mstep: Class 4 contains 90412 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 142524 members 
Mstep: Class 8 contains 107596 members 
Mstep: Class 9 contains 222180 members 
Mstep: Class 10 contains 2923 members 
Mstep: Class 11 contains 24559 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17699 members 
Mstep: Class 16 contains 3821 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146226 members 
Mstep: Class 19 contains 36150 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457872.000000 Penalty: 78884.125000
Iteration 200F: 24 clusters Score -1.374579e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159595 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49686 members 
Mstep: Class 4 contains 90355 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 143699 members 
Mstep: Class 8 contains 107455 members 
Mstep: Class 9 contains 221786 members 
Mstep: Class 10 contains 2926 members 
Mstep: Class 11 contains 24513 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17645 members 
Mstep: Class 16 contains 3818 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145965 members 
Mstep: Class 19 contains 36148 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458352.000000 Penalty: 78884.125000
Iteration 201Q: 24 clusters Score -1.374584e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159299 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49687 members 
Mstep: Class 4 contains 90287 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 145002 members 
Mstep: Class 8 contains 107316 members 
Mstep: Class 9 contains 221341 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 24464 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17586 members 
Mstep: Class 16 contains 3815 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145719 members 
Mstep: Class 19 contains 36148 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458272.000000 Penalty: 78884.125000
Iteration 202Q: 24 clusters Score -1.374583e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158984 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49688 members 
Mstep: Class 4 contains 90210 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 146377 members 
Mstep: Class 8 contains 107162 members 
Mstep: Class 9 contains 220867 members 
Mstep: Class 10 contains 2929 members 
Mstep: Class 11 contains 24398 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17536 members 
Mstep: Class 16 contains 3815 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145484 members 
Mstep: Class 19 contains 36142 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458496.000000 Penalty: 78884.125000
Iteration 203Q: 24 clusters Score -1.374585e+08 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158676 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49704 members 
Mstep: Class 4 contains 90110 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 147843 members 
Mstep: Class 8 contains 106982 members 
Mstep: Class 9 contains 220351 members 
Mstep: Class 10 contains 2929 members 
Mstep: Class 11 contains 24353 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3981 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17468 members 
Mstep: Class 16 contains 3819 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145224 members 
Mstep: Class 19 contains 36137 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458736.000000 Penalty: 78884.125000
Iteration 204Q: 24 clusters Score -1.374587e+08 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158377 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 89978 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 149455 members 
Mstep: Class 8 contains 106786 members 
Mstep: Class 9 contains 219805 members 
Mstep: Class 10 contains 2930 members 
Mstep: Class 11 contains 24284 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17387 members 
Mstep: Class 16 contains 3817 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144918 members 
Mstep: Class 19 contains 36141 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458960.000000 Penalty: 78884.125000
Iteration 205Q: 24 clusters Score -1.37459e+08 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158023 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49727 members 
Mstep: Class 4 contains 89856 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 151226 members 
Mstep: Class 8 contains 106547 members 
Mstep: Class 9 contains 219279 members 
Mstep: Class 10 contains 2933 members 
Mstep: Class 11 contains 24221 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17316 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144517 members 
Mstep: Class 19 contains 36134 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459104.000000 Penalty: 78884.125000
Iteration 206Q: 24 clusters Score -1.374591e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157559 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49733 members 
Mstep: Class 4 contains 89733 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 153056 members 
Mstep: Class 8 contains 106326 members 
Mstep: Class 9 contains 218813 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 24148 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3987 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17236 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144111 members 
Mstep: Class 19 contains 36128 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458992.000000 Penalty: 78884.125000
Iteration 207Q: 24 clusters Score -1.37459e+08 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157103 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49732 members 
Mstep: Class 4 contains 89603 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 154899 members 
Mstep: Class 8 contains 106102 members 
Mstep: Class 9 contains 218365 members 
Mstep: Class 10 contains 2942 members 
Mstep: Class 11 contains 24047 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3989 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17136 members 
Mstep: Class 16 contains 3812 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 143732 members 
Mstep: Class 19 contains 36117 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458944.000000 Penalty: 78884.125000
Iteration 208Q: 24 clusters Score -1.374589e+08 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156559 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49724 members 
Mstep: Class 4 contains 89449 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 156806 members 
Mstep: Class 8 contains 105902 members 
Mstep: Class 9 contains 217917 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 23978 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 17040 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 143342 members 
Mstep: Class 19 contains 36118 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459168.000000 Penalty: 78884.125000
Iteration 209Q: 24 clusters Score -1.374592e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156050 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49721 members 
Mstep: Class 4 contains 89293 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 158703 members 
Mstep: Class 8 contains 105751 members 
Mstep: Class 9 contains 217458 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 23907 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3996 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16958 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 142892 members 
Mstep: Class 19 contains 36102 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459104.000000 Penalty: 78884.125000
Iteration 210Q: 24 clusters Score -1.374591e+08 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155574 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49740 members 
Mstep: Class 4 contains 89139 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 160611 members 
Mstep: Class 8 contains 105556 members 
Mstep: Class 9 contains 217014 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 23815 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3995 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16884 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 142431 members 
Mstep: Class 19 contains 36070 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459360.000000 Penalty: 78884.125000
Iteration 211Q: 24 clusters Score -1.374594e+08 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155165 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49767 members 
Mstep: Class 4 contains 89000 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 162404 members 
Mstep: Class 8 contains 105364 members 
Mstep: Class 9 contains 216528 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 23724 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3993 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16812 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 142030 members 
Mstep: Class 19 contains 36042 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459680.000000 Penalty: 78884.125000
Iteration 212Q: 24 clusters Score -1.374597e+08 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49788 members 
Mstep: Class 4 contains 88840 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 164277 members 
Mstep: Class 8 contains 105129 members 
Mstep: Class 9 contains 216081 members 
Mstep: Class 10 contains 2946 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3994 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16746 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141594 members 
Mstep: Class 19 contains 36014 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137460112.000000 Penalty: 78884.125000
Iteration 213Q: 24 clusters Score -1.374601e+08 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154344 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49791 members 
Mstep: Class 4 contains 88689 members 
Mstep: Class 5 contains 1092 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 166106 members 
Mstep: Class 8 contains 104887 members 
Mstep: Class 9 contains 215684 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 11 contains 23542 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3996 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16673 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141126 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459872.000000 Penalty: 78884.125000
Iteration 214Q: 24 clusters Score -1.374599e+08 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153938 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49794 members 
Mstep: Class 4 contains 88531 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 167934 members 
Mstep: Class 8 contains 104647 members 
Mstep: Class 9 contains 215277 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 23437 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3993 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16614 members 
Mstep: Class 16 contains 3802 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140698 members 
Mstep: Class 19 contains 35954 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137460000.000000 Penalty: 78884.125000
Iteration 215Q: 24 clusters Score -1.3746e+08 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153530 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49796 members 
Mstep: Class 4 contains 88366 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169650 members 
Mstep: Class 8 contains 104376 members 
Mstep: Class 9 contains 214961 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 23370 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3992 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16565 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140263 members 
Mstep: Class 19 contains 35942 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459664.000000 Penalty: 78884.125000
Iteration 216Q: 24 clusters Score -1.374597e+08 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153152 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49807 members 
Mstep: Class 4 contains 88217 members 
Mstep: Class 5 contains 1093 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 171329 members 
Mstep: Class 8 contains 104112 members 
Mstep: Class 9 contains 214611 members 
Mstep: Class 10 contains 2966 members 
Mstep: Class 11 contains 23304 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16518 members 
Mstep: Class 16 contains 3809 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139832 members 
Mstep: Class 19 contains 35924 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459488.000000 Penalty: 78884.125000
Iteration 217Q: 24 clusters Score -1.374595e+08 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152827 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49817 members 
Mstep: Class 4 contains 88080 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 172951 members 
Mstep: Class 8 contains 103833 members 
Mstep: Class 9 contains 214262 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 23239 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3989 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16459 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139440 members 
Mstep: Class 19 contains 35897 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459216.000000 Penalty: 78884.125000
Iteration 218Q: 24 clusters Score -1.374592e+08 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152501 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49834 members 
Mstep: Class 4 contains 87968 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174436 members 
Mstep: Class 8 contains 103560 members 
Mstep: Class 9 contains 213921 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 23181 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3992 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16401 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139113 members 
Mstep: Class 19 contains 35878 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459216.000000 Penalty: 78884.125000
Iteration 219Q: 24 clusters Score -1.374592e+08 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152258 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49860 members 
Mstep: Class 4 contains 87889 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175787 members 
Mstep: Class 8 contains 103306 members 
Mstep: Class 9 contains 213630 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 23118 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16347 members 
Mstep: Class 16 contains 3800 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 138742 members 
Mstep: Class 19 contains 35864 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458832.000000 Penalty: 78884.125000
Iteration 220F: 24 clusters Score -1.374588e+08 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152077 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49890 members 
Mstep: Class 4 contains 87802 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176930 members 
Mstep: Class 8 contains 103072 members 
Mstep: Class 9 contains 213411 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 23089 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16301 members 
Mstep: Class 16 contains 3800 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 138382 members 
Mstep: Class 19 contains 35844 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458512.000000 Penalty: 78884.125000
Iteration 221Q: 24 clusters Score -1.374585e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 151981 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49922 members 
Mstep: Class 4 contains 87694 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 177927 members 
Mstep: Class 8 contains 102834 members 
Mstep: Class 9 contains 213232 members 
Mstep: Class 10 contains 2984 members 
Mstep: Class 11 contains 23027 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3994 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16266 members 
Mstep: Class 16 contains 3802 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 138089 members 
Mstep: Class 19 contains 35819 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457952.000000 Penalty: 78884.125000
Iteration 222Q: 24 clusters Score -1.37458e+08 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 151932 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49972 members 
Mstep: Class 4 contains 87616 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 178727 members 
Mstep: Class 8 contains 102605 members 
Mstep: Class 9 contains 213054 members 
Mstep: Class 10 contains 2990 members 
Mstep: Class 11 contains 22967 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3992 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16250 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137866 members 
Mstep: Class 19 contains 35795 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457872.000000 Penalty: 78884.125000
Iteration 223Q: 24 clusters Score -1.374579e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 151917 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50000 members 
Mstep: Class 4 contains 87559 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 179418 members 
Mstep: Class 8 contains 102387 members 
Mstep: Class 9 contains 212925 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 22911 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3998 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16208 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137680 members 
Mstep: Class 19 contains 35765 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457856.000000 Penalty: 78884.125000
Iteration 224Q: 24 clusters Score -1.374579e+08 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50020 members 
Mstep: Class 4 contains 87487 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 179911 members 
Mstep: Class 8 contains 102174 members 
Mstep: Class 9 contains 212862 members 
Mstep: Class 10 contains 3004 members 
Mstep: Class 11 contains 22870 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3999 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16195 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137575 members 
Mstep: Class 19 contains 35730 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457872.000000 Penalty: 78884.125000
Iteration 225Q: 24 clusters Score -1.374579e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 151991 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50051 members 
Mstep: Class 4 contains 87445 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 180211 members 
Mstep: Class 8 contains 101953 members 
Mstep: Class 9 contains 212917 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 22843 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3994 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16162 members 
Mstep: Class 16 contains 3799 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137486 members 
Mstep: Class 19 contains 35700 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457904.000000 Penalty: 78884.125000
Iteration 226Q: 24 clusters Score -1.374579e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152073 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50089 members 
Mstep: Class 4 contains 87409 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 180409 members 
Mstep: Class 8 contains 101754 members 
Mstep: Class 9 contains 212963 members 
Mstep: Class 10 contains 3027 members 
Mstep: Class 11 contains 22810 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 3997 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16145 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137411 members 
Mstep: Class 19 contains 35682 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 227Q: 24 clusters Score -1.374577e+08 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152164 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50116 members 
Mstep: Class 4 contains 87389 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 180521 members 
Mstep: Class 8 contains 101602 members 
Mstep: Class 9 contains 213024 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 22774 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 3794 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137352 members 
Mstep: Class 19 contains 35664 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 24 clusters Score -1.374571e+08 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152248 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50152 members 
Mstep: Class 4 contains 87361 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 180607 members 
Mstep: Class 8 contains 101456 members 
Mstep: Class 9 contains 213075 members 
Mstep: Class 10 contains 3046 members 
Mstep: Class 11 contains 22732 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16121 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137316 members 
Mstep: Class 19 contains 35649 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 229Q: 24 clusters Score -1.374571e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50189 members 
Mstep: Class 4 contains 87317 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 180592 members 
Mstep: Class 8 contains 101317 members 
Mstep: Class 9 contains 213129 members 
Mstep: Class 10 contains 3060 members 
Mstep: Class 11 contains 22691 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16114 members 
Mstep: Class 16 contains 3799 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137324 members 
Mstep: Class 19 contains 35648 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 230Q: 24 clusters Score -1.374575e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152490 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50219 members 
Mstep: Class 4 contains 87280 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 180560 members 
Mstep: Class 8 contains 101205 members 
Mstep: Class 9 contains 213200 members 
Mstep: Class 10 contains 3073 members 
Mstep: Class 11 contains 22654 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4026 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16086 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137328 members 
Mstep: Class 19 contains 35649 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 231Q: 24 clusters Score -1.374574e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152647 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50238 members 
Mstep: Class 4 contains 87271 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 180460 members 
Mstep: Class 8 contains 101100 members 
Mstep: Class 9 contains 213293 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 22623 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 3793 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137320 members 
Mstep: Class 19 contains 35629 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 232Q: 24 clusters Score -1.374573e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50272 members 
Mstep: Class 4 contains 87276 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 180310 members 
Mstep: Class 8 contains 101018 members 
Mstep: Class 9 contains 213338 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 22608 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4059 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16050 members 
Mstep: Class 16 contains 3790 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137333 members 
Mstep: Class 19 contains 35613 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457088.000000 Penalty: 78884.125000
Iteration 233Q: 24 clusters Score -1.374571e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152978 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50309 members 
Mstep: Class 4 contains 87297 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 180106 members 
Mstep: Class 8 contains 100952 members 
Mstep: Class 9 contains 213383 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 22580 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4089 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16034 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137357 members 
Mstep: Class 19 contains 35592 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456896.000000 Penalty: 78884.125000
Iteration 234Q: 24 clusters Score -1.374569e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153148 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 87315 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 179828 members 
Mstep: Class 8 contains 100903 members 
Mstep: Class 9 contains 213433 members 
Mstep: Class 10 contains 3111 members 
Mstep: Class 11 contains 22565 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16027 members 
Mstep: Class 16 contains 3778 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137429 members 
Mstep: Class 19 contains 35567 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456864.000000 Penalty: 78884.125000
Iteration 235Q: 24 clusters Score -1.374569e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153296 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50365 members 
Mstep: Class 4 contains 87342 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 179578 members 
Mstep: Class 8 contains 100865 members 
Mstep: Class 9 contains 213508 members 
Mstep: Class 10 contains 3124 members 
Mstep: Class 11 contains 22548 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 16016 members 
Mstep: Class 16 contains 3765 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137462 members 
Mstep: Class 19 contains 35532 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456976.000000 Penalty: 78884.125000
Iteration 236Q: 24 clusters Score -1.37457e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153440 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50392 members 
Mstep: Class 4 contains 87368 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 179249 members 
Mstep: Class 8 contains 100831 members 
Mstep: Class 9 contains 213616 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 22543 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4191 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15996 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137543 members 
Mstep: Class 19 contains 35506 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456832.000000 Penalty: 78884.125000
Iteration 237Q: 24 clusters Score -1.374568e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153588 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50423 members 
Mstep: Class 4 contains 87385 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 178943 members 
Mstep: Class 8 contains 100807 members 
Mstep: Class 9 contains 213678 members 
Mstep: Class 10 contains 3142 members 
Mstep: Class 11 contains 22533 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4209 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15968 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137648 members 
Mstep: Class 19 contains 35487 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457072.000000 Penalty: 78884.125000
Iteration 238Q: 24 clusters Score -1.374571e+08 nChanged 1321
Entering ConstructFrom: 
Score: -137457072.000000 Penalty: 78884.125000
Entering ConstructFrom: 
Trying to split cluster 1 (153709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153709 members 
Entering Unmasked Estep 
Score: -21225582.000000 Penalty: 2961.818604
	Iteration 0F: 2 clusters Score -2.122558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -21124406.000000 Penalty: 5923.637207
	Iteration 0F: 3 clusters Score -2.112441e+07 nChanged 73541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -21167314.000000 Penalty: 5923.637207
	Iteration 1F: 3 clusters Score -2.116731e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -21168306.000000 Penalty: 5923.637207
	Iteration 2Q: 3 clusters Score -2.116831e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 85685 members 
Entering Unmasked Estep 
Score: -21169764.000000 Penalty: 5923.637207
	Iteration 3Q: 3 clusters Score -2.116976e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -21172160.000000 Penalty: 5923.637207
	Iteration 4Q: 3 clusters Score -2.117216e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 97326 members 
Entering Unmasked Estep 
Score: -21176360.000000 Penalty: 5923.637207
	Iteration 5F: 3 clusters Score -2.117636e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -21183686.000000 Penalty: 5923.637207
	Iteration 6F: 3 clusters Score -2.118369e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 117853 members 
Entering Unmasked Estep 
Score: -21193158.000000 Penalty: 5923.637207
	Iteration 7F: 3 clusters Score -2.119316e+07 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 128463 members 
Entering Unmasked Estep 
Score: -21203344.000000 Penalty: 5923.637207
	Iteration 8F: 3 clusters Score -2.120334e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 136730 members 
Entering Unmasked Estep 
Score: -21211388.000000 Penalty: 5923.637207
	Iteration 9F: 3 clusters Score -2.121139e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 142429 members 
Entering Unmasked Estep 
Score: -21216470.000000 Penalty: 5923.637207
	Iteration 10Q: 3 clusters Score -2.121647e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 146113 members 
Entering Unmasked Estep 
Score: -21219228.000000 Penalty: 5923.637207
	Iteration 11Q: 3 clusters Score -2.121923e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 148531 members 
Entering Unmasked Estep 
Score: -21220902.000000 Penalty: 5923.637207
	Iteration 12Q: 3 clusters Score -2.12209e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 150086 members 
Entering Unmasked Estep 
Score: -21221902.000000 Penalty: 5923.637207
	Iteration 13Q: 3 clusters Score -2.12219e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 151008 members 
Entering Unmasked Estep 
Score: -21222464.000000 Penalty: 5923.637207
	Iteration 14Q: 3 clusters Score -2.122246e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 151591 members 
Entering Unmasked Estep 
Score: -21222702.000000 Penalty: 5923.637207
	Iteration 15Q: 3 clusters Score -2.12227e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 151961 members 
Entering Unmasked Estep 
Score: -21222884.000000 Penalty: 5923.637207
	Iteration 16Q: 3 clusters Score -2.122288e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 152194 members 
Entering Unmasked Estep 
Score: -21223026.000000 Penalty: 5923.637207
	Iteration 17Q: 3 clusters Score -2.122303e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 152349 members 
Entering Unmasked Estep 
Score: -21223164.000000 Penalty: 5923.637207
	Iteration 18Q: 3 clusters Score -2.122316e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 152452 members 
Entering Unmasked Estep 
Score: -21223266.000000 Penalty: 5923.637207
	Iteration 19Q: 3 clusters Score -2.122327e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 152535 members 
Entering Unmasked Estep 
Score: -21223360.000000 Penalty: 5923.637207
	Iteration 20F: 3 clusters Score -2.122336e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 152609 members 
Entering Unmasked Estep 
Score: -21223388.000000 Penalty: 5923.637207
	Iteration 21Q: 3 clusters Score -2.122339e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 152650 members 
Entering Unmasked Estep 
Score: -21223384.000000 Penalty: 5923.637207
	Iteration 22Q: 3 clusters Score -2.122338e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 152686 members 
Entering Unmasked Estep 
Score: -21223412.000000 Penalty: 5923.637207
	Iteration 23Q: 3 clusters Score -2.122341e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 152701 members 
Entering Unmasked Estep 
Score: -21223428.000000 Penalty: 5923.637207
	Iteration 24Q: 3 clusters Score -2.122343e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 152719 members 
Entering Unmasked Estep 
Score: -21223438.000000 Penalty: 5923.637207
	Iteration 25Q: 3 clusters Score -2.122344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 152732 members 
Entering Unmasked Estep 
Score: -21223450.000000 Penalty: 5923.637207
	Iteration 26Q: 3 clusters Score -2.122345e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 152745 members 
Entering Unmasked Estep 
Score: -21223452.000000 Penalty: 5923.637207
	Iteration 27Q: 3 clusters Score -2.122345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 152755 members 
Entering Unmasked Estep 
Score: -21223464.000000 Penalty: 5923.637207
	Iteration 28Q: 3 clusters Score -2.122346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 152761 members 
Entering Unmasked Estep 
Score: -21223474.000000 Penalty: 5923.637207
	Iteration 29Q: 3 clusters Score -2.122347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 152763 members 
Entering Unmasked Estep 
Score: -21223472.000000 Penalty: 5923.637207
	Iteration 30Q: 3 clusters Score -2.122347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 152767 members 
Entering Unmasked Estep 
Score: -21223520.000000 Penalty: 5923.637207
	Iteration 31Q: 3 clusters Score -2.122352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 152769 members 
Entering Unmasked Estep 
Score: -21223500.000000 Penalty: 5923.637207
	Iteration 32Q: 3 clusters Score -2.12235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 152769 members 
Entering Unmasked Estep 
Score: -21223514.000000 Penalty: 5923.637207
	Iteration 33Q: 3 clusters Score -2.122351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 152769 members 
Entering Unmasked Estep 
Score: -21223516.000000 Penalty: 5923.637207
	Iteration 34Q: 3 clusters Score -2.122352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 152769 members 
Entering Unmasked Estep 
Score: -21223516.000000 Penalty: 5923.637207
	Iteration 35F: 3 clusters Score -2.122352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44493.824219 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -44493.82 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 188 members 
Entering Unmasked Estep 
Score: -43149.554688 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -43149.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43265.574219 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -43265.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43300.921875 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -43300.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43307.414062 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -43307.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43309.828125 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -43309.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43309.828125 Penalty: 2913.965820
	Iteration 5F: 3 clusters Score -43309.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Entering Unmasked Estep 
Score: -6784152.500000 Penalty: 2685.364746
	Iteration 0F: 2 clusters Score -6784152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -6750360.000000 Penalty: 5370.729492
	Iteration 0F: 3 clusters Score -6750360 nChanged 23071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -6762689.500000 Penalty: 5370.729492
	Iteration 1F: 3 clusters Score -6762690 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -6763169.500000 Penalty: 5370.729492
	Iteration 2Q: 3 clusters Score -6763170 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -6763671.500000 Penalty: 5370.729492
	Iteration 3Q: 3 clusters Score -6763672 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -6764424.500000 Penalty: 5370.729492
	Iteration 4Q: 3 clusters Score -6764424 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -6765522.500000 Penalty: 5370.729492
	Iteration 5Q: 3 clusters Score -6765522 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -6767305.000000 Penalty: 5370.729492
	Iteration 6F: 3 clusters Score -6767305 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -6770191.500000 Penalty: 5370.729492
	Iteration 7F: 3 clusters Score -6770192 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -6774114.000000 Penalty: 5370.729492
	Iteration 8F: 3 clusters Score -6774114 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -6777994.000000 Penalty: 5370.729492
	Iteration 9F: 3 clusters Score -6777994 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6780378.000000 Penalty: 5370.729492
	Iteration 10Q: 3 clusters Score -6780378 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6781310.000000 Penalty: 5370.729492
	Iteration 11Q: 3 clusters Score -6781310 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6781621.000000 Penalty: 5370.729492
	Iteration 12Q: 3 clusters Score -6781621 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6781739.000000 Penalty: 5370.729492
	Iteration 13Q: 3 clusters Score -6781739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6781831.000000 Penalty: 5370.729492
	Iteration 14Q: 3 clusters Score -6781831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6781857.000000 Penalty: 5370.729492
	Iteration 15Q: 3 clusters Score -6781857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6781884.000000 Penalty: 5370.729492
	Iteration 16Q: 3 clusters Score -6781884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6781890.000000 Penalty: 5370.729492
	Iteration 17Q: 3 clusters Score -6781890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6781900.000000 Penalty: 5370.729492
	Iteration 18Q: 3 clusters Score -6781900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6781903.000000 Penalty: 5370.729492
	Iteration 19Q: 3 clusters Score -6781903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6781909.500000 Penalty: 5370.729492
	Iteration 20F: 3 clusters Score -6781910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6781915.000000 Penalty: 5370.729492
	Iteration 21Q: 3 clusters Score -6781915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6781928.000000 Penalty: 5370.729492
	Iteration 22Q: 3 clusters Score -6781928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6781926.500000 Penalty: 5370.729492
	Iteration 23Q: 3 clusters Score -6781926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6781931.000000 Penalty: 5370.729492
	Iteration 24Q: 3 clusters Score -6781931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6781938.500000 Penalty: 5370.729492
	Iteration 25Q: 3 clusters Score -6781938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6781937.500000 Penalty: 5370.729492
	Iteration 26Q: 3 clusters Score -6781938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6781939.500000 Penalty: 5370.729492
	Iteration 27Q: 3 clusters Score -6781940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6781939.500000 Penalty: 5370.729492
	Iteration 28Q: 3 clusters Score -6781940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6781939.500000 Penalty: 5370.729492
	Iteration 29F: 3 clusters Score -6781940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (87431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87431 members 
Entering Unmasked Estep 
Score: -12169701.000000 Penalty: 2821.894043
	Iteration 0F: 2 clusters Score -1.21697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -12111053.000000 Penalty: 5643.788086
	Iteration 0F: 3 clusters Score -1.211105e+07 nChanged 41171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -12134918.000000 Penalty: 5643.788086
	Iteration 1F: 3 clusters Score -1.213492e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -12136193.000000 Penalty: 5643.788086
	Iteration 2Q: 3 clusters Score -1.213619e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -12137985.000000 Penalty: 5643.788086
	Iteration 3Q: 3 clusters Score -1.213798e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -12140322.000000 Penalty: 5643.788086
	Iteration 4F: 3 clusters Score -1.214032e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -12142982.000000 Penalty: 5643.788086
	Iteration 5F: 3 clusters Score -1.214298e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -12146132.000000 Penalty: 5643.788086
	Iteration 6F: 3 clusters Score -1.214613e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -12149437.000000 Penalty: 5643.788086
	Iteration 7F: 3 clusters Score -1.214944e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -12152694.000000 Penalty: 5643.788086
	Iteration 8F: 3 clusters Score -1.215269e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -12155238.000000 Penalty: 5643.788086
	Iteration 9F: 3 clusters Score -1.215524e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -12156889.000000 Penalty: 5643.788086
	Iteration 10Q: 3 clusters Score -1.215689e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -12157681.000000 Penalty: 5643.788086
	Iteration 11Q: 3 clusters Score -1.215768e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -12158238.000000 Penalty: 5643.788086
	Iteration 12Q: 3 clusters Score -1.215824e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -12158597.000000 Penalty: 5643.788086
	Iteration 13Q: 3 clusters Score -1.21586e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -12158832.000000 Penalty: 5643.788086
	Iteration 14Q: 3 clusters Score -1.215883e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57492 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -12159098.000000 Penalty: 5643.788086
	Iteration 15Q: 3 clusters Score -1.21591e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -12159402.000000 Penalty: 5643.788086
	Iteration 16Q: 3 clusters Score -1.21594e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -12159693.000000 Penalty: 5643.788086
	Iteration 17Q: 3 clusters Score -1.215969e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -12159950.000000 Penalty: 5643.788086
	Iteration 18Q: 3 clusters Score -1.215995e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -12160180.000000 Penalty: 5643.788086
	Iteration 19Q: 3 clusters Score -1.216018e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -12160404.000000 Penalty: 5643.788086
	Iteration 20F: 3 clusters Score -1.21604e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -12160668.000000 Penalty: 5643.788086
	Iteration 21Q: 3 clusters Score -1.216067e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -12160852.000000 Penalty: 5643.788086
	Iteration 22Q: 3 clusters Score -1.216085e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -12161062.000000 Penalty: 5643.788086
	Iteration 23Q: 3 clusters Score -1.216106e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -12161428.000000 Penalty: 5643.788086
	Iteration 24Q: 3 clusters Score -1.216143e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -12161728.000000 Penalty: 5643.788086
	Iteration 25Q: 3 clusters Score -1.216173e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -12162083.000000 Penalty: 5643.788086
	Iteration 26Q: 3 clusters Score -1.216208e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -12162474.000000 Penalty: 5643.788086
	Iteration 27Q: 3 clusters Score -1.216247e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -12162892.000000 Penalty: 5643.788086
	Iteration 28Q: 3 clusters Score -1.216289e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -12163298.000000 Penalty: 5643.788086
	Iteration 29Q: 3 clusters Score -1.21633e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -12163730.000000 Penalty: 5643.788086
	Iteration 30Q: 3 clusters Score -1.216373e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -12164202.000000 Penalty: 5643.788086
	Iteration 31Q: 3 clusters Score -1.21642e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -12164673.000000 Penalty: 5643.788086
	Iteration 32Q: 3 clusters Score -1.216467e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -12165111.000000 Penalty: 5643.788086
	Iteration 33Q: 3 clusters Score -1.216511e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -12165532.000000 Penalty: 5643.788086
	Iteration 34Q: 3 clusters Score -1.216553e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -12165867.000000 Penalty: 5643.788086
	Iteration 35Q: 3 clusters Score -1.216587e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -12166201.000000 Penalty: 5643.788086
	Iteration 36Q: 3 clusters Score -1.21662e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -12166477.000000 Penalty: 5643.788086
	Iteration 37Q: 3 clusters Score -1.216648e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -12166674.000000 Penalty: 5643.788086
	Iteration 38Q: 3 clusters Score -1.216667e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -12166864.000000 Penalty: 5643.788086
	Iteration 39Q: 3 clusters Score -1.216686e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -12167107.000000 Penalty: 5643.788086
	Iteration 40F: 3 clusters Score -1.216711e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -12167303.000000 Penalty: 5643.788086
	Iteration 41Q: 3 clusters Score -1.21673e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -12167459.000000 Penalty: 5643.788086
	Iteration 42Q: 3 clusters Score -1.216746e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -12167584.000000 Penalty: 5643.788086
	Iteration 43Q: 3 clusters Score -1.216758e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84141 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -12167709.000000 Penalty: 5643.788086
	Iteration 44Q: 3 clusters Score -1.216771e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -12167761.000000 Penalty: 5643.788086
	Iteration 45Q: 3 clusters Score -1.216776e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84567 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -12167819.000000 Penalty: 5643.788086
	Iteration 46Q: 3 clusters Score -1.216782e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -12167850.000000 Penalty: 5643.788086
	Iteration 47Q: 3 clusters Score -1.216785e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -12167887.000000 Penalty: 5643.788086
	Iteration 48Q: 3 clusters Score -1.216789e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85007 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -12167966.000000 Penalty: 5643.788086
	Iteration 49Q: 3 clusters Score -1.216797e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85109 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -12167977.000000 Penalty: 5643.788086
	Iteration 50Q: 3 clusters Score -1.216798e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -12168008.000000 Penalty: 5643.788086
	Iteration 51Q: 3 clusters Score -1.216801e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -12168000.000000 Penalty: 5643.788086
	Iteration 52Q: 3 clusters Score -1.2168e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85344 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -12168032.000000 Penalty: 5643.788086
	Iteration 53Q: 3 clusters Score -1.216803e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85401 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -12168046.000000 Penalty: 5643.788086
	Iteration 54Q: 3 clusters Score -1.216805e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -12168063.000000 Penalty: 5643.788086
	Iteration 55Q: 3 clusters Score -1.216806e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85476 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -12168070.000000 Penalty: 5643.788086
	Iteration 56Q: 3 clusters Score -1.216807e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -12168070.000000 Penalty: 5643.788086
	Iteration 57Q: 3 clusters Score -1.216807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -12168084.000000 Penalty: 5643.788086
	Iteration 58Q: 3 clusters Score -1.216808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -12168088.000000 Penalty: 5643.788086
	Iteration 59Q: 3 clusters Score -1.216809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -12168092.000000 Penalty: 5643.788086
	Iteration 60F: 3 clusters Score -1.216809e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -12168095.000000 Penalty: 5643.788086
	Iteration 61Q: 3 clusters Score -1.21681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -12168110.000000 Penalty: 5643.788086
	Iteration 62Q: 3 clusters Score -1.216811e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -12168122.000000 Penalty: 5643.788086
	Iteration 63Q: 3 clusters Score -1.216812e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -12168110.000000 Penalty: 5643.788086
	Iteration 64Q: 3 clusters Score -1.216811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -12168125.000000 Penalty: 5643.788086
	Iteration 65Q: 3 clusters Score -1.216812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -12168132.000000 Penalty: 5643.788086
	Iteration 66Q: 3 clusters Score -1.216813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85692 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12168132.000000 Penalty: 5643.788086
	Iteration 67Q: 3 clusters Score -1.216813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12168136.000000 Penalty: 5643.788086
	Iteration 68Q: 3 clusters Score -1.216814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85707 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -12168139.000000 Penalty: 5643.788086
	Iteration 69Q: 3 clusters Score -1.216814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -12168143.000000 Penalty: 5643.788086
	Iteration 70Q: 3 clusters Score -1.216814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85713 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -12168142.000000 Penalty: 5643.788086
	Iteration 71Q: 3 clusters Score -1.216814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -12168137.000000 Penalty: 5643.788086
	Iteration 72Q: 3 clusters Score -1.216814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -12168137.000000 Penalty: 5643.788086
	Iteration 73Q: 3 clusters Score -1.216814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85720 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -12168137.000000 Penalty: 5643.788086
	Iteration 74Q: 3 clusters Score -1.216814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85720 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -12168137.000000 Penalty: 5643.788086
	Iteration 75F: 3 clusters Score -1.216814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -139182.828125 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -139182.8 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 565 members 
Entering Unmasked Estep 
Score: -137237.406250 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -137237.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137738.296875 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -137738.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -138101.140625 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -138101.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -138326.656250 Penalty: 3473.520508
	Iteration 3F: 3 clusters Score -138326.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -138436.828125 Penalty: 3473.520508
	Iteration 4Q: 3 clusters Score -138436.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -138488.000000 Penalty: 3473.520508
	Iteration 5Q: 3 clusters Score -138488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -138507.046875 Penalty: 3473.520508
	Iteration 6Q: 3 clusters Score -138507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -138517.125000 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -138517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -138521.656250 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -138521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -138529.078125 Penalty: 3473.520508
	Iteration 9Q: 3 clusters Score -138529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -138532.234375 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -138532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -138535.531250 Penalty: 3473.520508
	Iteration 11Q: 3 clusters Score -138535.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -138543.140625 Penalty: 3473.520508
	Iteration 12Q: 3 clusters Score -138543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -138544.640625 Penalty: 3473.520508
	Iteration 13Q: 3 clusters Score -138544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -138546.812500 Penalty: 3473.520508
	Iteration 14Q: 3 clusters Score -138546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -138549.328125 Penalty: 3473.520508
	Iteration 15Q: 3 clusters Score -138549.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -138554.890625 Penalty: 3473.520508
	Iteration 16Q: 3 clusters Score -138554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -138563.312500 Penalty: 3473.520508
	Iteration 17Q: 3 clusters Score -138563.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -138576.953125 Penalty: 3473.520508
	Iteration 18Q: 3 clusters Score -138577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -138592.281250 Penalty: 3473.520508
	Iteration 19Q: 3 clusters Score -138592.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -138616.328125 Penalty: 3473.520508
	Iteration 20F: 3 clusters Score -138616.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -138660.515625 Penalty: 3473.520508
	Iteration 21Q: 3 clusters Score -138660.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -138673.250000 Penalty: 3473.520508
	Iteration 22Q: 3 clusters Score -138673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -138681.156250 Penalty: 3473.520508
	Iteration 23Q: 3 clusters Score -138681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -138687.515625 Penalty: 3473.520508
	Iteration 24Q: 3 clusters Score -138687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -138690.859375 Penalty: 3473.520508
	Iteration 25Q: 3 clusters Score -138690.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -138690.859375 Penalty: 3473.520508
	Iteration 26F: 3 clusters Score -138690.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -64840.933594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -64840.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63284.386719 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -63284.39 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63482.695312 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -63482.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63575.980469 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -63575.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63637.496094 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -63637.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63678.304688 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -63678.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63722.085938 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -63722.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63747.000000 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -63747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63757.890625 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -63757.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63772.617188 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -63772.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63788.246094 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -63788.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63790.609375 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -63790.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63790.609375 Penalty: 3124.278809
	Iteration 11F: 3 clusters Score -63790.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (178592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178592 members 
Entering Unmasked Estep 
Score: -24558972.000000 Penalty: 2999.029053
	Iteration 0F: 2 clusters Score -2.455897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -24441064.000000 Penalty: 5998.058105
	Iteration 0F: 3 clusters Score -2.444106e+07 nChanged 85996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 94005 members 
Entering Unmasked Estep 
Score: -24491422.000000 Penalty: 5998.058105
	Iteration 1F: 3 clusters Score -2.449142e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
Score: -24493244.000000 Penalty: 5998.058105
	Iteration 2Q: 3 clusters Score -2.449324e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -24495934.000000 Penalty: 5998.058105
	Iteration 3Q: 3 clusters Score -2.449593e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 105401 members 
Entering Unmasked Estep 
Score: -24499864.000000 Penalty: 5998.058105
	Iteration 4Q: 3 clusters Score -2.449986e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 112080 members 
Entering Unmasked Estep 
Score: -24505570.000000 Penalty: 5998.058105
	Iteration 5F: 3 clusters Score -2.450557e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 120150 members 
Entering Unmasked Estep 
Score: -24513274.000000 Penalty: 5998.058105
	Iteration 6F: 3 clusters Score -2.451327e+07 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 128843 members 
Entering Unmasked Estep 
Score: -24522214.000000 Penalty: 5998.058105
	Iteration 7F: 3 clusters Score -2.452221e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 137060 members 
Entering Unmasked Estep 
Score: -24531022.000000 Penalty: 5998.058105
	Iteration 8F: 3 clusters Score -2.453102e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -24537922.000000 Penalty: 5998.058105
	Iteration 9F: 3 clusters Score -2.453792e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 149657 members 
Entering Unmasked Estep 
Score: -24542680.000000 Penalty: 5998.058105
	Iteration 10Q: 3 clusters Score -2.454268e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 154180 members 
Entering Unmasked Estep 
Score: -24545858.000000 Penalty: 5998.058105
	Iteration 11Q: 3 clusters Score -2.454586e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 158156 members 
Entering Unmasked Estep 
Score: -24548254.000000 Penalty: 5998.058105
	Iteration 12Q: 3 clusters Score -2.454825e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 161615 members 
Entering Unmasked Estep 
Score: -24549896.000000 Penalty: 5998.058105
	Iteration 13Q: 3 clusters Score -2.45499e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 164670 members 
Entering Unmasked Estep 
Score: -24551370.000000 Penalty: 5998.058105
	Iteration 14Q: 3 clusters Score -2.455137e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 167273 members 
Entering Unmasked Estep 
Score: -24552388.000000 Penalty: 5998.058105
	Iteration 15Q: 3 clusters Score -2.455239e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 169454 members 
Entering Unmasked Estep 
Score: -24553226.000000 Penalty: 5998.058105
	Iteration 16Q: 3 clusters Score -2.455323e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 171152 members 
Entering Unmasked Estep 
Score: -24553852.000000 Penalty: 5998.058105
	Iteration 17Q: 3 clusters Score -2.455385e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 172497 members 
Entering Unmasked Estep 
Score: -24554458.000000 Penalty: 5998.058105
	Iteration 18Q: 3 clusters Score -2.455446e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 173566 members 
Entering Unmasked Estep 
Score: -24554896.000000 Penalty: 5998.058105
	Iteration 19Q: 3 clusters Score -2.45549e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 174395 members 
Entering Unmasked Estep 
Score: -24555172.000000 Penalty: 5998.058105
	Iteration 20F: 3 clusters Score -2.455517e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 175035 members 
Entering Unmasked Estep 
Score: -24555436.000000 Penalty: 5998.058105
	Iteration 21Q: 3 clusters Score -2.455544e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 175536 members 
Entering Unmasked Estep 
Score: -24555596.000000 Penalty: 5998.058105
	Iteration 22Q: 3 clusters Score -2.45556e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 175913 members 
Entering Unmasked Estep 
Score: -24555772.000000 Penalty: 5998.058105
	Iteration 23Q: 3 clusters Score -2.455577e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 176196 members 
Entering Unmasked Estep 
Score: -24555880.000000 Penalty: 5998.058105
	Iteration 24Q: 3 clusters Score -2.455588e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 176428 members 
Entering Unmasked Estep 
Score: -24556028.000000 Penalty: 5998.058105
	Iteration 25Q: 3 clusters Score -2.455603e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 176615 members 
Entering Unmasked Estep 
Score: -24556098.000000 Penalty: 5998.058105
	Iteration 26Q: 3 clusters Score -2.45561e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 176760 members 
Entering Unmasked Estep 
Score: -24556118.000000 Penalty: 5998.058105
	Iteration 27Q: 3 clusters Score -2.455612e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 176869 members 
Entering Unmasked Estep 
Score: -24556162.000000 Penalty: 5998.058105
	Iteration 28Q: 3 clusters Score -2.455616e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 176960 members 
Entering Unmasked Estep 
Score: -24556230.000000 Penalty: 5998.058105
	Iteration 29Q: 3 clusters Score -2.455623e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 177016 members 
Entering Unmasked Estep 
Score: -24556218.000000 Penalty: 5998.058105
	Iteration 30Q: 3 clusters Score -2.455622e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 177061 members 
Entering Unmasked Estep 
Score: -24556256.000000 Penalty: 5998.058105
	Iteration 31Q: 3 clusters Score -2.455626e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -24556252.000000 Penalty: 5998.058105
	Iteration 32Q: 3 clusters Score -2.455625e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 177124 members 
Entering Unmasked Estep 
Score: -24556236.000000 Penalty: 5998.058105
	Iteration 33Q: 3 clusters Score -2.455624e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 177154 members 
Entering Unmasked Estep 
Score: -24556240.000000 Penalty: 5998.058105
	Iteration 34Q: 3 clusters Score -2.455624e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 177187 members 
Entering Unmasked Estep 
Score: -24556218.000000 Penalty: 5998.058105
	Iteration 35Q: 3 clusters Score -2.455622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 177216 members 
Entering Unmasked Estep 
Score: -24556246.000000 Penalty: 5998.058105
	Iteration 36Q: 3 clusters Score -2.455625e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 177243 members 
Entering Unmasked Estep 
Score: -24556258.000000 Penalty: 5998.058105
	Iteration 37Q: 3 clusters Score -2.455626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 177266 members 
Entering Unmasked Estep 
Score: -24556270.000000 Penalty: 5998.058105
	Iteration 38Q: 3 clusters Score -2.455627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 177289 members 
Entering Unmasked Estep 
Score: -24556284.000000 Penalty: 5998.058105
	Iteration 39Q: 3 clusters Score -2.455628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 177309 members 
Entering Unmasked Estep 
Score: -24556308.000000 Penalty: 5998.058105
	Iteration 40F: 3 clusters Score -2.455631e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 177330 members 
Entering Unmasked Estep 
Score: -24556324.000000 Penalty: 5998.058105
	Iteration 41Q: 3 clusters Score -2.455632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 177348 members 
Entering Unmasked Estep 
Score: -24556338.000000 Penalty: 5998.058105
	Iteration 42Q: 3 clusters Score -2.455634e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 177362 members 
Entering Unmasked Estep 
Score: -24556336.000000 Penalty: 5998.058105
	Iteration 43Q: 3 clusters Score -2.455634e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 177379 members 
Entering Unmasked Estep 
Score: -24556330.000000 Penalty: 5998.058105
	Iteration 44Q: 3 clusters Score -2.455633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 177388 members 
Entering Unmasked Estep 
Score: -24556338.000000 Penalty: 5998.058105
	Iteration 45Q: 3 clusters Score -2.455634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 177396 members 
Entering Unmasked Estep 
Score: -24556350.000000 Penalty: 5998.058105
	Iteration 46Q: 3 clusters Score -2.455635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 177402 members 
Entering Unmasked Estep 
Score: -24556348.000000 Penalty: 5998.058105
	Iteration 47Q: 3 clusters Score -2.455635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 177410 members 
Entering Unmasked Estep 
Score: -24556358.000000 Penalty: 5998.058105
	Iteration 48Q: 3 clusters Score -2.455636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 177417 members 
Entering Unmasked Estep 
Score: -24556378.000000 Penalty: 5998.058105
	Iteration 49Q: 3 clusters Score -2.455638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 177423 members 
Entering Unmasked Estep 
Score: -24556372.000000 Penalty: 5998.058105
	Iteration 50Q: 3 clusters Score -2.455637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 177428 members 
Entering Unmasked Estep 
Score: -24556364.000000 Penalty: 5998.058105
	Iteration 51Q: 3 clusters Score -2.455636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 177431 members 
Entering Unmasked Estep 
Score: -24556380.000000 Penalty: 5998.058105
	Iteration 52Q: 3 clusters Score -2.455638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 177436 members 
Entering Unmasked Estep 
Score: -24556392.000000 Penalty: 5998.058105
	Iteration 53Q: 3 clusters Score -2.455639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -24556396.000000 Penalty: 5998.058105
	Iteration 54Q: 3 clusters Score -2.45564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 177445 members 
Entering Unmasked Estep 
Score: -24556394.000000 Penalty: 5998.058105
	Iteration 55Q: 3 clusters Score -2.455639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -24556396.000000 Penalty: 5998.058105
	Iteration 56Q: 3 clusters Score -2.45564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -24556396.000000 Penalty: 5998.058105
	Iteration 57F: 3 clusters Score -2.45564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (100788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Entering Unmasked Estep 
Score: -13978685.000000 Penalty: 2857.152100
	Iteration 0F: 2 clusters Score -1.397868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -13911104.000000 Penalty: 5714.304199
	Iteration 0F: 3 clusters Score -1.39111e+07 nChanged 47852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -13938068.000000 Penalty: 5714.304199
	Iteration 1F: 3 clusters Score -1.393807e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -13938675.000000 Penalty: 5714.304199
	Iteration 2Q: 3 clusters Score -1.393868e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -13939300.000000 Penalty: 5714.304199
	Iteration 3Q: 3 clusters Score -1.39393e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -13940068.000000 Penalty: 5714.304199
	Iteration 4Q: 3 clusters Score -1.394007e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -13940830.000000 Penalty: 5714.304199
	Iteration 5Q: 3 clusters Score -1.394083e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -13941775.000000 Penalty: 5714.304199
	Iteration 6Q: 3 clusters Score -1.394178e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -13943016.000000 Penalty: 5714.304199
	Iteration 7Q: 3 clusters Score -1.394302e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -13944580.000000 Penalty: 5714.304199
	Iteration 8Q: 3 clusters Score -1.394458e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -13946483.000000 Penalty: 5714.304199
	Iteration 9Q: 3 clusters Score -1.394648e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -13948557.000000 Penalty: 5714.304199
	Iteration 10Q: 3 clusters Score -1.394856e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -13950738.000000 Penalty: 5714.304199
	Iteration 11Q: 3 clusters Score -1.395074e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -13953132.000000 Penalty: 5714.304199
	Iteration 12Q: 3 clusters Score -1.395313e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -13955464.000000 Penalty: 5714.304199
	Iteration 13Q: 3 clusters Score -1.395546e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -13958070.000000 Penalty: 5714.304199
	Iteration 14Q: 3 clusters Score -1.395807e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -13960042.000000 Penalty: 5714.304199
	Iteration 15Q: 3 clusters Score -1.396004e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -13961252.000000 Penalty: 5714.304199
	Iteration 16Q: 3 clusters Score -1.396125e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -13961795.000000 Penalty: 5714.304199
	Iteration 17Q: 3 clusters Score -1.39618e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -13962014.000000 Penalty: 5714.304199
	Iteration 18Q: 3 clusters Score -1.396201e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -13962261.000000 Penalty: 5714.304199
	Iteration 19Q: 3 clusters Score -1.396226e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -13962304.000000 Penalty: 5714.304199
	Iteration 20F: 3 clusters Score -1.39623e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -13962438.000000 Penalty: 5714.304199
	Iteration 21Q: 3 clusters Score -1.396244e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -13962548.000000 Penalty: 5714.304199
	Iteration 22Q: 3 clusters Score -1.396255e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -13962647.000000 Penalty: 5714.304199
	Iteration 23Q: 3 clusters Score -1.396265e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -13962806.000000 Penalty: 5714.304199
	Iteration 24Q: 3 clusters Score -1.396281e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -13962899.000000 Penalty: 5714.304199
	Iteration 25Q: 3 clusters Score -1.39629e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -13962985.000000 Penalty: 5714.304199
	Iteration 26Q: 3 clusters Score -1.396298e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -13963074.000000 Penalty: 5714.304199
	Iteration 27Q: 3 clusters Score -1.396307e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -13963173.000000 Penalty: 5714.304199
	Iteration 28Q: 3 clusters Score -1.396317e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -13963286.000000 Penalty: 5714.304199
	Iteration 29Q: 3 clusters Score -1.396329e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -13963393.000000 Penalty: 5714.304199
	Iteration 30Q: 3 clusters Score -1.396339e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -13963460.000000 Penalty: 5714.304199
	Iteration 31Q: 3 clusters Score -1.396346e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -13963563.000000 Penalty: 5714.304199
	Iteration 32Q: 3 clusters Score -1.396356e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -13963625.000000 Penalty: 5714.304199
	Iteration 33Q: 3 clusters Score -1.396362e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -13963709.000000 Penalty: 5714.304199
	Iteration 34Q: 3 clusters Score -1.396371e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -13963718.000000 Penalty: 5714.304199
	Iteration 35Q: 3 clusters Score -1.396372e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -13963750.000000 Penalty: 5714.304199
	Iteration 36Q: 3 clusters Score -1.396375e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -13963777.000000 Penalty: 5714.304199
	Iteration 37Q: 3 clusters Score -1.396378e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -13963841.000000 Penalty: 5714.304199
	Iteration 38Q: 3 clusters Score -1.396384e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -13963887.000000 Penalty: 5714.304199
	Iteration 39Q: 3 clusters Score -1.396389e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -13963902.000000 Penalty: 5714.304199
	Iteration 40F: 3 clusters Score -1.39639e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -13963936.000000 Penalty: 5714.304199
	Iteration 41Q: 3 clusters Score -1.396394e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -13964025.000000 Penalty: 5714.304199
	Iteration 42Q: 3 clusters Score -1.396402e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -13964065.000000 Penalty: 5714.304199
	Iteration 43Q: 3 clusters Score -1.396406e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -13964109.000000 Penalty: 5714.304199
	Iteration 44Q: 3 clusters Score -1.396411e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -13964146.000000 Penalty: 5714.304199
	Iteration 45Q: 3 clusters Score -1.396415e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -13964174.000000 Penalty: 5714.304199
	Iteration 46Q: 3 clusters Score -1.396417e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -13964150.000000 Penalty: 5714.304199
	Iteration 47Q: 3 clusters Score -1.396415e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -13964199.000000 Penalty: 5714.304199
	Iteration 48Q: 3 clusters Score -1.39642e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -13964248.000000 Penalty: 5714.304199
	Iteration 49Q: 3 clusters Score -1.396425e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -13964246.000000 Penalty: 5714.304199
	Iteration 50Q: 3 clusters Score -1.396425e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -13964260.000000 Penalty: 5714.304199
	Iteration 51Q: 3 clusters Score -1.396426e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -13964288.000000 Penalty: 5714.304199
	Iteration 52Q: 3 clusters Score -1.396429e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -13964303.000000 Penalty: 5714.304199
	Iteration 53Q: 3 clusters Score -1.39643e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -13964327.000000 Penalty: 5714.304199
	Iteration 54Q: 3 clusters Score -1.396433e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -13964365.000000 Penalty: 5714.304199
	Iteration 55Q: 3 clusters Score -1.396436e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -13964380.000000 Penalty: 5714.304199
	Iteration 56Q: 3 clusters Score -1.396438e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -13964406.000000 Penalty: 5714.304199
	Iteration 57Q: 3 clusters Score -1.396441e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -13964400.000000 Penalty: 5714.304199
	Iteration 58Q: 3 clusters Score -1.39644e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -13964435.000000 Penalty: 5714.304199
	Iteration 59Q: 3 clusters Score -1.396444e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -13964455.000000 Penalty: 5714.304199
	Iteration 60F: 3 clusters Score -1.396446e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -13964497.000000 Penalty: 5714.304199
	Iteration 61Q: 3 clusters Score -1.39645e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -13964500.000000 Penalty: 5714.304199
	Iteration 62Q: 3 clusters Score -1.39645e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -13964547.000000 Penalty: 5714.304199
	Iteration 63Q: 3 clusters Score -1.396455e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -13964578.000000 Penalty: 5714.304199
	Iteration 64Q: 3 clusters Score -1.396458e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -13964633.000000 Penalty: 5714.304199
	Iteration 65Q: 3 clusters Score -1.396463e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -13964651.000000 Penalty: 5714.304199
	Iteration 66Q: 3 clusters Score -1.396465e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61074 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -13964732.000000 Penalty: 5714.304199
	Iteration 67Q: 3 clusters Score -1.396473e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -13964784.000000 Penalty: 5714.304199
	Iteration 68Q: 3 clusters Score -1.396478e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -13964818.000000 Penalty: 5714.304199
	Iteration 69Q: 3 clusters Score -1.396482e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -13964937.000000 Penalty: 5714.304199
	Iteration 70Q: 3 clusters Score -1.396494e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -13964962.000000 Penalty: 5714.304199
	Iteration 71Q: 3 clusters Score -1.396496e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -13964984.000000 Penalty: 5714.304199
	Iteration 72Q: 3 clusters Score -1.396498e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -13965049.000000 Penalty: 5714.304199
	Iteration 73Q: 3 clusters Score -1.396505e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -13965205.000000 Penalty: 5714.304199
	Iteration 74Q: 3 clusters Score -1.39652e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -13965393.000000 Penalty: 5714.304199
	Iteration 75Q: 3 clusters Score -1.396539e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -13965440.000000 Penalty: 5714.304199
	Iteration 76Q: 3 clusters Score -1.396544e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -13965585.000000 Penalty: 5714.304199
	Iteration 77Q: 3 clusters Score -1.396558e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -13965750.000000 Penalty: 5714.304199
	Iteration 78Q: 3 clusters Score -1.396575e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -13965882.000000 Penalty: 5714.304199
	Iteration 79Q: 3 clusters Score -1.396588e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -13966056.000000 Penalty: 5714.304199
	Iteration 80F: 3 clusters Score -1.396606e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -13966260.000000 Penalty: 5714.304199
	Iteration 81Q: 3 clusters Score -1.396626e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72338 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -13966484.000000 Penalty: 5714.304199
	Iteration 82Q: 3 clusters Score -1.396648e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -13966774.000000 Penalty: 5714.304199
	Iteration 83Q: 3 clusters Score -1.396677e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -13966989.000000 Penalty: 5714.304199
	Iteration 84Q: 3 clusters Score -1.396699e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -13967295.000000 Penalty: 5714.304199
	Iteration 85Q: 3 clusters Score -1.39673e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -13967643.000000 Penalty: 5714.304199
	Iteration 86Q: 3 clusters Score -1.396764e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -13968065.000000 Penalty: 5714.304199
	Iteration 87Q: 3 clusters Score -1.396806e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -13968466.000000 Penalty: 5714.304199
	Iteration 88Q: 3 clusters Score -1.396847e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -13968939.000000 Penalty: 5714.304199
	Iteration 89Q: 3 clusters Score -1.396894e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82785 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -13969376.000000 Penalty: 5714.304199
	Iteration 90Q: 3 clusters Score -1.396938e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84212 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -13969933.000000 Penalty: 5714.304199
	Iteration 91Q: 3 clusters Score -1.396993e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -13970431.000000 Penalty: 5714.304199
	Iteration 92Q: 3 clusters Score -1.397043e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87085 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -13970986.000000 Penalty: 5714.304199
	Iteration 93Q: 3 clusters Score -1.397099e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -13971535.000000 Penalty: 5714.304199
	Iteration 94Q: 3 clusters Score -1.397154e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89788 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -13972065.000000 Penalty: 5714.304199
	Iteration 95Q: 3 clusters Score -1.397206e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -13972643.000000 Penalty: 5714.304199
	Iteration 96Q: 3 clusters Score -1.397264e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92185 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -13973156.000000 Penalty: 5714.304199
	Iteration 97Q: 3 clusters Score -1.397316e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -13973616.000000 Penalty: 5714.304199
	Iteration 98Q: 3 clusters Score -1.397362e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -13974033.000000 Penalty: 5714.304199
	Iteration 99Q: 3 clusters Score -1.397403e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94988 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -13974415.000000 Penalty: 5714.304199
	Iteration 100F: 3 clusters Score -1.397442e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -13974774.000000 Penalty: 5714.304199
	Iteration 101Q: 3 clusters Score -1.397477e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96282 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -13975018.000000 Penalty: 5714.304199
	Iteration 102Q: 3 clusters Score -1.397502e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -13975224.000000 Penalty: 5714.304199
	Iteration 103Q: 3 clusters Score -1.397522e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97199 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -13975368.000000 Penalty: 5714.304199
	Iteration 104Q: 3 clusters Score -1.397537e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -13975517.000000 Penalty: 5714.304199
	Iteration 105Q: 3 clusters Score -1.397552e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -13975594.000000 Penalty: 5714.304199
	Iteration 106Q: 3 clusters Score -1.397559e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -13975737.000000 Penalty: 5714.304199
	Iteration 107Q: 3 clusters Score -1.397574e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98413 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -13975859.000000 Penalty: 5714.304199
	Iteration 108Q: 3 clusters Score -1.397586e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98625 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -13975977.000000 Penalty: 5714.304199
	Iteration 109Q: 3 clusters Score -1.397598e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -13976070.000000 Penalty: 5714.304199
	Iteration 110Q: 3 clusters Score -1.397607e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -13976143.000000 Penalty: 5714.304199
	Iteration 111Q: 3 clusters Score -1.397614e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99054 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -13976163.000000 Penalty: 5714.304199
	Iteration 112Q: 3 clusters Score -1.397616e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99153 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -13976222.000000 Penalty: 5714.304199
	Iteration 113Q: 3 clusters Score -1.397622e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -13976229.000000 Penalty: 5714.304199
	Iteration 114Q: 3 clusters Score -1.397623e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13976257.000000 Penalty: 5714.304199
	Iteration 115Q: 3 clusters Score -1.397626e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99365 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -13976286.000000 Penalty: 5714.304199
	Iteration 116Q: 3 clusters Score -1.397629e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99401 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -13976292.000000 Penalty: 5714.304199
	Iteration 117Q: 3 clusters Score -1.397629e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99435 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -13976299.000000 Penalty: 5714.304199
	Iteration 118Q: 3 clusters Score -1.39763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99469 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -13976293.000000 Penalty: 5714.304199
	Iteration 119Q: 3 clusters Score -1.397629e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99498 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13976327.000000 Penalty: 5714.304199
	Iteration 120F: 3 clusters Score -1.397633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99518 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13976335.000000 Penalty: 5714.304199
	Iteration 121Q: 3 clusters Score -1.397634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -13976344.000000 Penalty: 5714.304199
	Iteration 122Q: 3 clusters Score -1.397634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99541 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -13976352.000000 Penalty: 5714.304199
	Iteration 123Q: 3 clusters Score -1.397635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99553 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13976354.000000 Penalty: 5714.304199
	Iteration 124Q: 3 clusters Score -1.397635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99561 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13976344.000000 Penalty: 5714.304199
	Iteration 125Q: 3 clusters Score -1.397634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13976356.000000 Penalty: 5714.304199
	Iteration 126Q: 3 clusters Score -1.397636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99567 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -13976354.000000 Penalty: 5714.304199
	Iteration 127Q: 3 clusters Score -1.397635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -13976350.000000 Penalty: 5714.304199
	Iteration 128Q: 3 clusters Score -1.397635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -13976350.000000 Penalty: 5714.304199
	Iteration 129Q: 3 clusters Score -1.397635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99582 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13976339.000000 Penalty: 5714.304199
	Iteration 130Q: 3 clusters Score -1.397634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -13976351.000000 Penalty: 5714.304199
	Iteration 131Q: 3 clusters Score -1.397635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13976347.000000 Penalty: 5714.304199
	Iteration 132Q: 3 clusters Score -1.397635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99591 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13976349.000000 Penalty: 5714.304199
	Iteration 133Q: 3 clusters Score -1.397635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -13976344.000000 Penalty: 5714.304199
	Iteration 134Q: 3 clusters Score -1.397634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -13976345.000000 Penalty: 5714.304199
	Iteration 135Q: 3 clusters Score -1.397634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -13976345.000000 Penalty: 5714.304199
	Iteration 136Q: 3 clusters Score -1.397634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99601 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -13976357.000000 Penalty: 5714.304199
	Iteration 137Q: 3 clusters Score -1.397636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -13976350.000000 Penalty: 5714.304199
	Iteration 138Q: 3 clusters Score -1.397635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99605 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13976346.000000 Penalty: 5714.304199
	Iteration 139Q: 3 clusters Score -1.397635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99607 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -13976362.000000 Penalty: 5714.304199
	Iteration 140F: 3 clusters Score -1.397636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -13976353.000000 Penalty: 5714.304199
	Iteration 141Q: 3 clusters Score -1.397635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99614 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -13976356.000000 Penalty: 5714.304199
	Iteration 142Q: 3 clusters Score -1.397636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -13976359.000000 Penalty: 5714.304199
	Iteration 143Q: 3 clusters Score -1.397636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -13976359.000000 Penalty: 5714.304199
	Iteration 144Q: 3 clusters Score -1.397636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13976361.000000 Penalty: 5714.304199
	Iteration 145Q: 3 clusters Score -1.397636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13976363.000000 Penalty: 5714.304199
	Iteration 146Q: 3 clusters Score -1.397636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13976368.000000 Penalty: 5714.304199
	Iteration 147Q: 3 clusters Score -1.397637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13976364.000000 Penalty: 5714.304199
	Iteration 148Q: 3 clusters Score -1.397636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13976360.000000 Penalty: 5714.304199
	Iteration 149Q: 3 clusters Score -1.397636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -13976360.000000 Penalty: 5714.304199
	Iteration 150Q: 3 clusters Score -1.397636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -13976360.000000 Penalty: 5714.304199
	Iteration 151Q: 3 clusters Score -1.397636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -13976360.000000 Penalty: 5714.304199
	Iteration 152F: 3 clusters Score -1.397636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (213786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213786 members 
Entering Unmasked Estep 
Score: -29428656.000000 Penalty: 3043.637207
	Iteration 0F: 2 clusters Score -2.942866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106499 members 
Mstep: Class 2 contains 107287 members 
Entering Unmasked Estep 
Score: -29292308.000000 Penalty: 6087.274414
	Iteration 0F: 3 clusters Score -2.929231e+07 nChanged 102795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97802 members 
Mstep: Class 2 contains 115984 members 
Entering Unmasked Estep 
Score: -29352978.000000 Penalty: 6087.274414
	Iteration 1F: 3 clusters Score -2.935298e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 121805 members 
Entering Unmasked Estep 
Score: -29354944.000000 Penalty: 6087.274414
	Iteration 2Q: 3 clusters Score -2.935494e+07 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 130644 members 
Entering Unmasked Estep 
Score: -29358876.000000 Penalty: 6087.274414
	Iteration 3Q: 3 clusters Score -2.935888e+07 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 143790 members 
Entering Unmasked Estep 
Score: -29366436.000000 Penalty: 6087.274414
	Iteration 4F: 3 clusters Score -2.936644e+07 nChanged 17795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 161515 members 
Entering Unmasked Estep 
Score: -29378970.000000 Penalty: 6087.274414
	Iteration 5F: 3 clusters Score -2.937897e+07 nChanged 20276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 181785 members 
Entering Unmasked Estep 
Score: -29395822.000000 Penalty: 6087.274414
	Iteration 6F: 3 clusters Score -2.939582e+07 nChanged 17264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 199043 members 
Entering Unmasked Estep 
Score: -29412010.000000 Penalty: 6087.274414
	Iteration 7F: 3 clusters Score -2.941201e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 208802 members 
Entering Unmasked Estep 
Score: -29421336.000000 Penalty: 6087.274414
	Iteration 8Q: 3 clusters Score -2.942134e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 212275 members 
Entering Unmasked Estep 
Score: -29424566.000000 Penalty: 6087.274414
	Iteration 9Q: 3 clusters Score -2.942457e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 213203 members 
Entering Unmasked Estep 
Score: -29425466.000000 Penalty: 6087.274414
	Iteration 10Q: 3 clusters Score -2.942547e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 213442 members 
Entering Unmasked Estep 
Score: -29425676.000000 Penalty: 6087.274414
	Iteration 11Q: 3 clusters Score -2.942568e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 213490 members 
Entering Unmasked Estep 
Score: -29425788.000000 Penalty: 6087.274414
	Iteration 12Q: 3 clusters Score -2.942579e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 213513 members 
Entering Unmasked Estep 
Score: -29425852.000000 Penalty: 6087.274414
	Iteration 13Q: 3 clusters Score -2.942585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 213527 members 
Entering Unmasked Estep 
Score: -29425858.000000 Penalty: 6087.274414
	Iteration 14Q: 3 clusters Score -2.942586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 213532 members 
Entering Unmasked Estep 
Score: -29425882.000000 Penalty: 6087.274414
	Iteration 15Q: 3 clusters Score -2.942588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 213535 members 
Entering Unmasked Estep 
Score: -29425894.000000 Penalty: 6087.274414
	Iteration 16Q: 3 clusters Score -2.942589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 213538 members 
Entering Unmasked Estep 
Score: -29425922.000000 Penalty: 6087.274414
	Iteration 17Q: 3 clusters Score -2.942592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 213540 members 
Entering Unmasked Estep 
Score: -29425918.000000 Penalty: 6087.274414
	Iteration 18Q: 3 clusters Score -2.942592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 213539 members 
Entering Unmasked Estep 
Score: -29425930.000000 Penalty: 6087.274414
	Iteration 19Q: 3 clusters Score -2.942593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 213541 members 
Entering Unmasked Estep 
Score: -29425942.000000 Penalty: 6087.274414
	Iteration 20F: 3 clusters Score -2.942594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -416291.562500 Penalty: 1997.993896
	Iteration 0F: 2 clusters Score -416291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -412936.218750 Penalty: 3995.987793
	Iteration 0F: 3 clusters Score -412936.2 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -413625.812500 Penalty: 3995.987793
	Iteration 1F: 3 clusters Score -413625.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -413767.093750 Penalty: 3995.987793
	Iteration 2F: 3 clusters Score -413767.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -413842.125000 Penalty: 3995.987793
	Iteration 3Q: 3 clusters Score -413842.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -413896.656250 Penalty: 3995.987793
	Iteration 4Q: 3 clusters Score -413896.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -413933.375000 Penalty: 3995.987793
	Iteration 5Q: 3 clusters Score -413933.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -413962.187500 Penalty: 3995.987793
	Iteration 6Q: 3 clusters Score -413962.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -413979.156250 Penalty: 3995.987793
	Iteration 7Q: 3 clusters Score -413979.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -413993.781250 Penalty: 3995.987793
	Iteration 8Q: 3 clusters Score -413993.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -414004.062500 Penalty: 3995.987793
	Iteration 9Q: 3 clusters Score -414004.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -414011.593750 Penalty: 3995.987793
	Iteration 10Q: 3 clusters Score -414011.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -414016.187500 Penalty: 3995.987793
	Iteration 11Q: 3 clusters Score -414016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -414019.937500 Penalty: 3995.987793
	Iteration 12Q: 3 clusters Score -414019.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -414026.250000 Penalty: 3995.987793
	Iteration 13Q: 3 clusters Score -414026.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -414038.093750 Penalty: 3995.987793
	Iteration 14Q: 3 clusters Score -414038.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -414047.312500 Penalty: 3995.987793
	Iteration 15Q: 3 clusters Score -414047.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -414065.062500 Penalty: 3995.987793
	Iteration 16Q: 3 clusters Score -414065.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -414082.062500 Penalty: 3995.987793
	Iteration 17Q: 3 clusters Score -414082.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -414091.875000 Penalty: 3995.987793
	Iteration 18Q: 3 clusters Score -414091.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -414098.062500 Penalty: 3995.987793
	Iteration 19Q: 3 clusters Score -414098.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -414104.031250 Penalty: 3995.987793
	Iteration 20F: 3 clusters Score -414104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -414110.250000 Penalty: 3995.987793
	Iteration 21Q: 3 clusters Score -414110.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -414115.437500 Penalty: 3995.987793
	Iteration 22Q: 3 clusters Score -414115.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -414120.437500 Penalty: 3995.987793
	Iteration 23Q: 3 clusters Score -414120.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -414124.125000 Penalty: 3995.987793
	Iteration 24Q: 3 clusters Score -414124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -414125.093750 Penalty: 3995.987793
	Iteration 25Q: 3 clusters Score -414125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -414126.562500 Penalty: 3995.987793
	Iteration 26Q: 3 clusters Score -414126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -414128.125000 Penalty: 3995.987793
	Iteration 27Q: 3 clusters Score -414128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -414129.625000 Penalty: 3995.987793
	Iteration 28Q: 3 clusters Score -414129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -414131.343750 Penalty: 3995.987793
	Iteration 29Q: 3 clusters Score -414131.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -414132.781250 Penalty: 3995.987793
	Iteration 30Q: 3 clusters Score -414132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -414136.312500 Penalty: 3995.987793
	Iteration 31Q: 3 clusters Score -414136.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -414137.062500 Penalty: 3995.987793
	Iteration 32Q: 3 clusters Score -414137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -414137.062500 Penalty: 3995.987793
	Iteration 33F: 3 clusters Score -414137.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Entering Unmasked Estep 
Score: -3144326.500000 Penalty: 2485.517578
	Iteration 0F: 2 clusters Score -3144326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3128560.500000 Penalty: 4971.035156
	Iteration 0F: 3 clusters Score -3128560 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3133911.000000 Penalty: 4971.035156
	Iteration 1F: 3 clusters Score -3133911 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3134289.000000 Penalty: 4971.035156
	Iteration 2F: 3 clusters Score -3134289 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3134616.000000 Penalty: 4971.035156
	Iteration 3Q: 3 clusters Score -3134616 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3134892.500000 Penalty: 4971.035156
	Iteration 4Q: 3 clusters Score -3134892 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3135186.500000 Penalty: 4971.035156
	Iteration 5Q: 3 clusters Score -3135186 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3135575.500000 Penalty: 4971.035156
	Iteration 6Q: 3 clusters Score -3135576 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3136118.500000 Penalty: 4971.035156
	Iteration 7Q: 3 clusters Score -3136118 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3136845.500000 Penalty: 4971.035156
	Iteration 8F: 3 clusters Score -3136846 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3137830.750000 Penalty: 4971.035156
	Iteration 9F: 3 clusters Score -3137831 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3138951.500000 Penalty: 4971.035156
	Iteration 10F: 3 clusters Score -3138952 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3140074.000000 Penalty: 4971.035156
	Iteration 11F: 3 clusters Score -3140074 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3140929.500000 Penalty: 4971.035156
	Iteration 12Q: 3 clusters Score -3140930 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3141449.500000 Penalty: 4971.035156
	Iteration 13Q: 3 clusters Score -3141450 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3141757.500000 Penalty: 4971.035156
	Iteration 14Q: 3 clusters Score -3141758 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3141922.500000 Penalty: 4971.035156
	Iteration 15Q: 3 clusters Score -3141922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3142015.250000 Penalty: 4971.035156
	Iteration 16Q: 3 clusters Score -3142015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3142067.250000 Penalty: 4971.035156
	Iteration 17Q: 3 clusters Score -3142067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3142088.500000 Penalty: 4971.035156
	Iteration 18Q: 3 clusters Score -3142088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3142106.750000 Penalty: 4971.035156
	Iteration 19Q: 3 clusters Score -3142107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3142127.500000 Penalty: 4971.035156
	Iteration 20F: 3 clusters Score -3142128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3142139.000000 Penalty: 4971.035156
	Iteration 21Q: 3 clusters Score -3142139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3142141.500000 Penalty: 4971.035156
	Iteration 22Q: 3 clusters Score -3142142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3142141.500000 Penalty: 4971.035156
	Iteration 23F: 3 clusters Score -3142142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -111208.390625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -111208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -109356.585938 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -109356.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109919.296875 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -109919.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110333.632812 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -110333.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110794.000000 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -110794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111298.609375 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -111298.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -111496.148438 Penalty: 3398.187744
	Iteration 5F: 3 clusters Score -111496.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -111600.296875 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -111600.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -111654.609375 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -111654.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -111690.320312 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -111690.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -111729.062500 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -111729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -111736.468750 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -111736.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -111739.703125 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -111739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -111740.726562 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -111740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -111740.726562 Penalty: 3398.187744
	Iteration 13F: 3 clusters Score -111740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153709 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50417 members 
Mstep: Class 4 contains 87431 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 178592 members 
Mstep: Class 8 contains 100788 members 
Mstep: Class 9 contains 213786 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 22522 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 4227 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15955 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137761 members 
Mstep: Class 19 contains 35471 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 309 members 
Entering Unmasked Estep 
Score: -137455616.000000 Penalty: 82313.867188
Splitting cluster 12 changes total score from -137457072.000000 to -137455616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Entering Unmasked Estep 
Score: -568389.937500 Penalty: 2070.613525
	Iteration 0F: 2 clusters Score -568389.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -564365.437500 Penalty: 4141.227051
	Iteration 0F: 3 clusters Score -564365.4 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -565330.750000 Penalty: 4141.227051
	Iteration 1F: 3 clusters Score -565330.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -565542.625000 Penalty: 4141.227051
	Iteration 2F: 3 clusters Score -565542.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -565645.187500 Penalty: 4141.227051
	Iteration 3Q: 3 clusters Score -565645.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -565704.625000 Penalty: 4141.227051
	Iteration 4Q: 3 clusters Score -565704.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -565739.937500 Penalty: 4141.227051
	Iteration 5Q: 3 clusters Score -565739.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -565764.812500 Penalty: 4141.227051
	Iteration 6Q: 3 clusters Score -565764.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -565792.937500 Penalty: 4141.227051
	Iteration 7Q: 3 clusters Score -565792.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -565814.875000 Penalty: 4141.227051
	Iteration 8Q: 3 clusters Score -565814.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -565837.687500 Penalty: 4141.227051
	Iteration 9Q: 3 clusters Score -565837.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -565859.375000 Penalty: 4141.227051
	Iteration 10Q: 3 clusters Score -565859.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -565880.312500 Penalty: 4141.227051
	Iteration 11Q: 3 clusters Score -565880.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -565893.687500 Penalty: 4141.227051
	Iteration 12Q: 3 clusters Score -565893.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -565905.750000 Penalty: 4141.227051
	Iteration 13Q: 3 clusters Score -565905.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -565921.937500 Penalty: 4141.227051
	Iteration 14Q: 3 clusters Score -565921.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -565932.250000 Penalty: 4141.227051
	Iteration 15Q: 3 clusters Score -565932.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -565947.500000 Penalty: 4141.227051
	Iteration 16Q: 3 clusters Score -565947.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -565960.625000 Penalty: 4141.227051
	Iteration 17Q: 3 clusters Score -565960.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -565971.875000 Penalty: 4141.227051
	Iteration 18Q: 3 clusters Score -565971.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -565983.000000 Penalty: 4141.227051
	Iteration 19Q: 3 clusters Score -565983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -565999.937500 Penalty: 4141.227051
	Iteration 20F: 3 clusters Score -565999.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -566018.375000 Penalty: 4141.227051
	Iteration 21Q: 3 clusters Score -566018.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -566031.375000 Penalty: 4141.227051
	Iteration 22Q: 3 clusters Score -566031.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -566052.875000 Penalty: 4141.227051
	Iteration 23Q: 3 clusters Score -566052.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -566076.375000 Penalty: 4141.227051
	Iteration 24Q: 3 clusters Score -566076.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -566096.687500 Penalty: 4141.227051
	Iteration 25Q: 3 clusters Score -566096.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -566117.875000 Penalty: 4141.227051
	Iteration 26Q: 3 clusters Score -566117.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -566139.000000 Penalty: 4141.227051
	Iteration 27Q: 3 clusters Score -566139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -566162.500000 Penalty: 4141.227051
	Iteration 28Q: 3 clusters Score -566162.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -566179.250000 Penalty: 4141.227051
	Iteration 29Q: 3 clusters Score -566179.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -566194.125000 Penalty: 4141.227051
	Iteration 30Q: 3 clusters Score -566194.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -566204.375000 Penalty: 4141.227051
	Iteration 31Q: 3 clusters Score -566204.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -566214.687500 Penalty: 4141.227051
	Iteration 32Q: 3 clusters Score -566214.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -566225.437500 Penalty: 4141.227051
	Iteration 33Q: 3 clusters Score -566225.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -566230.250000 Penalty: 4141.227051
	Iteration 34Q: 3 clusters Score -566230.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -566241.250000 Penalty: 4141.227051
	Iteration 35Q: 3 clusters Score -566241.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -566247.062500 Penalty: 4141.227051
	Iteration 36Q: 3 clusters Score -566247.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -566256.500000 Penalty: 4141.227051
	Iteration 37Q: 3 clusters Score -566256.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -566265.750000 Penalty: 4141.227051
	Iteration 38Q: 3 clusters Score -566265.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -566271.250000 Penalty: 4141.227051
	Iteration 39Q: 3 clusters Score -566271.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -566276.750000 Penalty: 4141.227051
	Iteration 40F: 3 clusters Score -566276.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -566287.312500 Penalty: 4141.227051
	Iteration 41Q: 3 clusters Score -566287.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -566299.437500 Penalty: 4141.227051
	Iteration 42Q: 3 clusters Score -566299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -566308.062500 Penalty: 4141.227051
	Iteration 43Q: 3 clusters Score -566308.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -566316.875000 Penalty: 4141.227051
	Iteration 44Q: 3 clusters Score -566316.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -566330.250000 Penalty: 4141.227051
	Iteration 45Q: 3 clusters Score -566330.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -566340.125000 Penalty: 4141.227051
	Iteration 46Q: 3 clusters Score -566340.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -566350.750000 Penalty: 4141.227051
	Iteration 47Q: 3 clusters Score -566350.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -566360.375000 Penalty: 4141.227051
	Iteration 48Q: 3 clusters Score -566360.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -566370.687500 Penalty: 4141.227051
	Iteration 49Q: 3 clusters Score -566370.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -566378.937500 Penalty: 4141.227051
	Iteration 50Q: 3 clusters Score -566378.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -566387.937500 Penalty: 4141.227051
	Iteration 51Q: 3 clusters Score -566387.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -566394.187500 Penalty: 4141.227051
	Iteration 52Q: 3 clusters Score -566394.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -566405.937500 Penalty: 4141.227051
	Iteration 53Q: 3 clusters Score -566405.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -566416.000000 Penalty: 4141.227051
	Iteration 54Q: 3 clusters Score -566416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -566428.875000 Penalty: 4141.227051
	Iteration 55Q: 3 clusters Score -566428.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -566445.437500 Penalty: 4141.227051
	Iteration 56Q: 3 clusters Score -566445.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -566463.937500 Penalty: 4141.227051
	Iteration 57Q: 3 clusters Score -566463.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -566477.250000 Penalty: 4141.227051
	Iteration 58Q: 3 clusters Score -566477.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -566492.437500 Penalty: 4141.227051
	Iteration 59Q: 3 clusters Score -566492.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -566504.125000 Penalty: 4141.227051
	Iteration 60F: 3 clusters Score -566504.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -566520.312500 Penalty: 4141.227051
	Iteration 61Q: 3 clusters Score -566520.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -566532.500000 Penalty: 4141.227051
	Iteration 62Q: 3 clusters Score -566532.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -566542.562500 Penalty: 4141.227051
	Iteration 63Q: 3 clusters Score -566542.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -566548.312500 Penalty: 4141.227051
	Iteration 64Q: 3 clusters Score -566548.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -566559.937500 Penalty: 4141.227051
	Iteration 65Q: 3 clusters Score -566559.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -566572.750000 Penalty: 4141.227051
	Iteration 66Q: 3 clusters Score -566572.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -566584.937500 Penalty: 4141.227051
	Iteration 67Q: 3 clusters Score -566584.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -566594.125000 Penalty: 4141.227051
	Iteration 68Q: 3 clusters Score -566594.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -566601.000000 Penalty: 4141.227051
	Iteration 69Q: 3 clusters Score -566601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -566610.875000 Penalty: 4141.227051
	Iteration 70Q: 3 clusters Score -566610.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -566618.500000 Penalty: 4141.227051
	Iteration 71Q: 3 clusters Score -566618.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -566622.250000 Penalty: 4141.227051
	Iteration 72Q: 3 clusters Score -566622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -566625.125000 Penalty: 4141.227051
	Iteration 73Q: 3 clusters Score -566625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -566625.875000 Penalty: 4141.227051
	Iteration 74Q: 3 clusters Score -566625.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -566628.937500 Penalty: 4141.227051
	Iteration 75Q: 3 clusters Score -566628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -566633.250000 Penalty: 4141.227051
	Iteration 76Q: 3 clusters Score -566633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -566638.312500 Penalty: 4141.227051
	Iteration 77Q: 3 clusters Score -566638.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -566641.062500 Penalty: 4141.227051
	Iteration 78Q: 3 clusters Score -566641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -566648.000000 Penalty: 4141.227051
	Iteration 79Q: 3 clusters Score -566648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -566653.375000 Penalty: 4141.227051
	Iteration 80F: 3 clusters Score -566653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -566654.000000 Penalty: 4141.227051
	Iteration 81Q: 3 clusters Score -566654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -566656.000000 Penalty: 4141.227051
	Iteration 82Q: 3 clusters Score -566656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -566657.562500 Penalty: 4141.227051
	Iteration 83Q: 3 clusters Score -566657.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -566659.687500 Penalty: 4141.227051
	Iteration 84Q: 3 clusters Score -566659.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -566660.000000 Penalty: 4141.227051
	Iteration 85Q: 3 clusters Score -566660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -566660.500000 Penalty: 4141.227051
	Iteration 86Q: 3 clusters Score -566660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -566662.125000 Penalty: 4141.227051
	Iteration 87Q: 3 clusters Score -566662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -566663.125000 Penalty: 4141.227051
	Iteration 88Q: 3 clusters Score -566663.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -566663.125000 Penalty: 4141.227051
	Iteration 89F: 3 clusters Score -566663.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -161906.343750 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -161906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -159805.968750 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -159806 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -160136.843750 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -160136.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -160225.593750 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -160225.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -160268.187500 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -160268.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -160305.000000 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -160305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -160330.500000 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -160330.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -160358.671875 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -160358.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -160377.015625 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -160377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -160401.250000 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -160401.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -160420.281250 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -160420.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -160430.390625 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -160430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -160436.265625 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -160436.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -160440.078125 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -160440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -160441.562500 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -160441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -160446.875000 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -160446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -160448.437500 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -160448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -160448.843750 Penalty: 3519.563232
	Iteration 16Q: 3 clusters Score -160448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -160449.843750 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -160449.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -160449.843750 Penalty: 3519.563232
	Iteration 18F: 3 clusters Score -160449.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Entering Unmasked Estep 
Score: -2222703.250000 Penalty: 2400.026855
	Iteration 0F: 2 clusters Score -2222703 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 7913 members 
Entering Unmasked Estep 
Score: -2211229.750000 Penalty: 4800.053711
	Iteration 0F: 3 clusters Score -2211230 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2214936.750000 Penalty: 4800.053711
	Iteration 1F: 3 clusters Score -2214937 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2215357.250000 Penalty: 4800.053711
	Iteration 2F: 3 clusters Score -2215357 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2215741.750000 Penalty: 4800.053711
	Iteration 3F: 3 clusters Score -2215742 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2216126.250000 Penalty: 4800.053711
	Iteration 4Q: 3 clusters Score -2216126 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2216568.750000 Penalty: 4800.053711
	Iteration 5F: 3 clusters Score -2216569 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2217108.000000 Penalty: 4800.053711
	Iteration 6F: 3 clusters Score -2217108 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2217740.250000 Penalty: 4800.053711
	Iteration 7F: 3 clusters Score -2217740 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2218364.500000 Penalty: 4800.053711
	Iteration 8F: 3 clusters Score -2218364 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2219015.250000 Penalty: 4800.053711
	Iteration 9F: 3 clusters Score -2219015 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2219523.000000 Penalty: 4800.053711
	Iteration 10Q: 3 clusters Score -2219523 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2219775.500000 Penalty: 4800.053711
	Iteration 11Q: 3 clusters Score -2219776 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2219866.500000 Penalty: 4800.053711
	Iteration 12Q: 3 clusters Score -2219866 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2219927.750000 Penalty: 4800.053711
	Iteration 13Q: 3 clusters Score -2219928 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2219977.250000 Penalty: 4800.053711
	Iteration 14Q: 3 clusters Score -2219977 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2220012.250000 Penalty: 4800.053711
	Iteration 15Q: 3 clusters Score -2220012 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2220055.750000 Penalty: 4800.053711
	Iteration 16Q: 3 clusters Score -2220056 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2220095.000000 Penalty: 4800.053711
	Iteration 17Q: 3 clusters Score -2220095 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2220129.750000 Penalty: 4800.053711
	Iteration 18Q: 3 clusters Score -2220130 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2220161.750000 Penalty: 4800.053711
	Iteration 19Q: 3 clusters Score -2220162 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2220183.500000 Penalty: 4800.053711
	Iteration 20F: 3 clusters Score -2220184 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2220221.250000 Penalty: 4800.053711
	Iteration 21Q: 3 clusters Score -2220221 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2220250.000000 Penalty: 4800.053711
	Iteration 22Q: 3 clusters Score -2220250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2220270.750000 Penalty: 4800.053711
	Iteration 23Q: 3 clusters Score -2220271 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2220289.000000 Penalty: 4800.053711
	Iteration 24Q: 3 clusters Score -2220289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2220306.750000 Penalty: 4800.053711
	Iteration 25Q: 3 clusters Score -2220307 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2220322.750000 Penalty: 4800.053711
	Iteration 26Q: 3 clusters Score -2220323 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2220352.000000 Penalty: 4800.053711
	Iteration 27Q: 3 clusters Score -2220352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2220365.250000 Penalty: 4800.053711
	Iteration 28Q: 3 clusters Score -2220365 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2220393.000000 Penalty: 4800.053711
	Iteration 29Q: 3 clusters Score -2220393 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2220414.500000 Penalty: 4800.053711
	Iteration 30Q: 3 clusters Score -2220414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2220441.750000 Penalty: 4800.053711
	Iteration 31Q: 3 clusters Score -2220442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2220464.750000 Penalty: 4800.053711
	Iteration 32Q: 3 clusters Score -2220465 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2220484.000000 Penalty: 4800.053711
	Iteration 33Q: 3 clusters Score -2220484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2220492.000000 Penalty: 4800.053711
	Iteration 34Q: 3 clusters Score -2220492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2220501.500000 Penalty: 4800.053711
	Iteration 35Q: 3 clusters Score -2220502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2220504.500000 Penalty: 4800.053711
	Iteration 36Q: 3 clusters Score -2220504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2220509.000000 Penalty: 4800.053711
	Iteration 37Q: 3 clusters Score -2220509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2220514.750000 Penalty: 4800.053711
	Iteration 38Q: 3 clusters Score -2220515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2220514.000000 Penalty: 4800.053711
	Iteration 39Q: 3 clusters Score -2220514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2220514.500000 Penalty: 4800.053711
	Iteration 40F: 3 clusters Score -2220514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2220525.750000 Penalty: 4800.053711
	Iteration 41Q: 3 clusters Score -2220526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2220529.000000 Penalty: 4800.053711
	Iteration 42Q: 3 clusters Score -2220529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2220531.750000 Penalty: 4800.053711
	Iteration 43Q: 3 clusters Score -2220532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2220534.750000 Penalty: 4800.053711
	Iteration 44Q: 3 clusters Score -2220535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2220537.250000 Penalty: 4800.053711
	Iteration 45Q: 3 clusters Score -2220537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2220546.750000 Penalty: 4800.053711
	Iteration 46Q: 3 clusters Score -2220547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2220549.500000 Penalty: 4800.053711
	Iteration 47Q: 3 clusters Score -2220550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2220551.750000 Penalty: 4800.053711
	Iteration 48Q: 3 clusters Score -2220552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2220556.500000 Penalty: 4800.053711
	Iteration 49Q: 3 clusters Score -2220556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2220557.750000 Penalty: 4800.053711
	Iteration 50Q: 3 clusters Score -2220558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2220553.000000 Penalty: 4800.053711
	Iteration 51Q: 3 clusters Score -2220553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2220560.000000 Penalty: 4800.053711
	Iteration 52Q: 3 clusters Score -2220560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2220560.500000 Penalty: 4800.053711
	Iteration 53Q: 3 clusters Score -2220560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2220565.500000 Penalty: 4800.053711
	Iteration 54Q: 3 clusters Score -2220566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2220572.250000 Penalty: 4800.053711
	Iteration 55Q: 3 clusters Score -2220572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2220574.500000 Penalty: 4800.053711
	Iteration 56Q: 3 clusters Score -2220574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2220576.250000 Penalty: 4800.053711
	Iteration 57Q: 3 clusters Score -2220576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2220577.750000 Penalty: 4800.053711
	Iteration 58Q: 3 clusters Score -2220578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2220583.250000 Penalty: 4800.053711
	Iteration 59Q: 3 clusters Score -2220583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2220586.000000 Penalty: 4800.053711
	Iteration 60F: 3 clusters Score -2220586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2220594.500000 Penalty: 4800.053711
	Iteration 61Q: 3 clusters Score -2220594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2220603.250000 Penalty: 4800.053711
	Iteration 62Q: 3 clusters Score -2220603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2220608.000000 Penalty: 4800.053711
	Iteration 63Q: 3 clusters Score -2220608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2220614.500000 Penalty: 4800.053711
	Iteration 64Q: 3 clusters Score -2220614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2220623.500000 Penalty: 4800.053711
	Iteration 65Q: 3 clusters Score -2220624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2220633.000000 Penalty: 4800.053711
	Iteration 66Q: 3 clusters Score -2220633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2220640.750000 Penalty: 4800.053711
	Iteration 67Q: 3 clusters Score -2220641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2220638.000000 Penalty: 4800.053711
	Iteration 68Q: 3 clusters Score -2220638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2220653.000000 Penalty: 4800.053711
	Iteration 69Q: 3 clusters Score -2220653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2220659.750000 Penalty: 4800.053711
	Iteration 70Q: 3 clusters Score -2220660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2220664.250000 Penalty: 4800.053711
	Iteration 71Q: 3 clusters Score -2220664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2220681.500000 Penalty: 4800.053711
	Iteration 72Q: 3 clusters Score -2220682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2220690.000000 Penalty: 4800.053711
	Iteration 73Q: 3 clusters Score -2220690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2220694.250000 Penalty: 4800.053711
	Iteration 74Q: 3 clusters Score -2220694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2220694.750000 Penalty: 4800.053711
	Iteration 75Q: 3 clusters Score -2220695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2220704.000000 Penalty: 4800.053711
	Iteration 76Q: 3 clusters Score -2220704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2220711.000000 Penalty: 4800.053711
	Iteration 77Q: 3 clusters Score -2220711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2220719.500000 Penalty: 4800.053711
	Iteration 78Q: 3 clusters Score -2220720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2220726.500000 Penalty: 4800.053711
	Iteration 79Q: 3 clusters Score -2220726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2220727.250000 Penalty: 4800.053711
	Iteration 80F: 3 clusters Score -2220727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2220729.250000 Penalty: 4800.053711
	Iteration 81Q: 3 clusters Score -2220729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2220735.250000 Penalty: 4800.053711
	Iteration 82Q: 3 clusters Score -2220735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2220734.750000 Penalty: 4800.053711
	Iteration 83Q: 3 clusters Score -2220735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2220737.000000 Penalty: 4800.053711
	Iteration 84Q: 3 clusters Score -2220737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2220737.500000 Penalty: 4800.053711
	Iteration 85Q: 3 clusters Score -2220738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2220740.500000 Penalty: 4800.053711
	Iteration 86Q: 3 clusters Score -2220740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2220746.250000 Penalty: 4800.053711
	Iteration 87Q: 3 clusters Score -2220746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2220745.000000 Penalty: 4800.053711
	Iteration 88Q: 3 clusters Score -2220745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2220749.750000 Penalty: 4800.053711
	Iteration 89Q: 3 clusters Score -2220750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2220759.500000 Penalty: 4800.053711
	Iteration 90Q: 3 clusters Score -2220760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2220761.500000 Penalty: 4800.053711
	Iteration 91Q: 3 clusters Score -2220762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2220769.500000 Penalty: 4800.053711
	Iteration 92Q: 3 clusters Score -2220770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2220774.750000 Penalty: 4800.053711
	Iteration 93Q: 3 clusters Score -2220775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2220781.750000 Penalty: 4800.053711
	Iteration 94Q: 3 clusters Score -2220782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2220786.250000 Penalty: 4800.053711
	Iteration 95Q: 3 clusters Score -2220786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2220789.000000 Penalty: 4800.053711
	Iteration 96Q: 3 clusters Score -2220789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2220794.750000 Penalty: 4800.053711
	Iteration 97Q: 3 clusters Score -2220795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2220806.000000 Penalty: 4800.053711
	Iteration 98Q: 3 clusters Score -2220806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2220808.500000 Penalty: 4800.053711
	Iteration 99Q: 3 clusters Score -2220808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2220814.750000 Penalty: 4800.053711
	Iteration 100F: 3 clusters Score -2220815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2220814.000000 Penalty: 4800.053711
	Iteration 101Q: 3 clusters Score -2220814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2220820.250000 Penalty: 4800.053711
	Iteration 102Q: 3 clusters Score -2220820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2220824.000000 Penalty: 4800.053711
	Iteration 103Q: 3 clusters Score -2220824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2220825.250000 Penalty: 4800.053711
	Iteration 104Q: 3 clusters Score -2220825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2220832.250000 Penalty: 4800.053711
	Iteration 105Q: 3 clusters Score -2220832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2220835.500000 Penalty: 4800.053711
	Iteration 106Q: 3 clusters Score -2220836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2220840.500000 Penalty: 4800.053711
	Iteration 107Q: 3 clusters Score -2220840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2220839.500000 Penalty: 4800.053711
	Iteration 108Q: 3 clusters Score -2220840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2220836.750000 Penalty: 4800.053711
	Iteration 109Q: 3 clusters Score -2220837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2220846.500000 Penalty: 4800.053711
	Iteration 110Q: 3 clusters Score -2220846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2220849.500000 Penalty: 4800.053711
	Iteration 111Q: 3 clusters Score -2220850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2220851.750000 Penalty: 4800.053711
	Iteration 112Q: 3 clusters Score -2220852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2220859.250000 Penalty: 4800.053711
	Iteration 113Q: 3 clusters Score -2220859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2220860.250000 Penalty: 4800.053711
	Iteration 114Q: 3 clusters Score -2220860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2220868.000000 Penalty: 4800.053711
	Iteration 115Q: 3 clusters Score -2220868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2220871.750000 Penalty: 4800.053711
	Iteration 116Q: 3 clusters Score -2220872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2220872.000000 Penalty: 4800.053711
	Iteration 117Q: 3 clusters Score -2220872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2220875.500000 Penalty: 4800.053711
	Iteration 118Q: 3 clusters Score -2220876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2220879.000000 Penalty: 4800.053711
	Iteration 119Q: 3 clusters Score -2220879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2220879.000000 Penalty: 4800.053711
	Iteration 120F: 3 clusters Score -2220879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2220877.500000 Penalty: 4800.053711
	Iteration 121Q: 3 clusters Score -2220878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2220878.250000 Penalty: 4800.053711
	Iteration 122Q: 3 clusters Score -2220878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2220878.250000 Penalty: 4800.053711
	Iteration 123F: 3 clusters Score -2220878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -481582.968750 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -481583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -477876.000000 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -477876 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -478806.531250 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -478806.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -479070.531250 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -479070.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -479276.125000 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -479276.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -479436.718750 Penalty: 4082.102051
	Iteration 4Q: 3 clusters Score -479436.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -479538.312500 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -479538.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -479600.437500 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -479600.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -479644.687500 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -479644.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -479679.406250 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -479679.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -479715.625000 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -479715.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -479741.468750 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -479741.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -479758.593750 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -479758.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -479769.875000 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -479769.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -479777.343750 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -479777.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -479783.406250 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -479783.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -479787.281250 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -479787.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -479790.562500 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -479790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -479791.343750 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -479791.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -479792.500000 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -479792.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -479794.843750 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -479794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -479797.250000 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -479797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -479797.687500 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -479797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -479798.187500 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -479798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -479798.656250 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -479798.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -479799.843750 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -479799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -479801.781250 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -479801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -479801.093750 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -479801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -479801.093750 Penalty: 4082.102051
	Iteration 27F: 3 clusters Score -479801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -12104.263672 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -12104.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11323.990234 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -11323.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11337.733398 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -11337.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -11344.299805 Penalty: 2340.375244
	Iteration 2Q: 3 clusters Score -11344.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -11344.299805 Penalty: 2340.375244
	Iteration 3F: 3 clusters Score -11344.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (137761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137761 members 
Entering Unmasked Estep 
Score: -19032274.000000 Penalty: 2934.652344
	Iteration 0F: 2 clusters Score -1.903227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -18940686.000000 Penalty: 5869.304688
	Iteration 0F: 3 clusters Score -1.894069e+07 nChanged 65647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -18979432.000000 Penalty: 5869.304688
	Iteration 1F: 3 clusters Score -1.897943e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 63209 members 
Entering Unmasked Estep 
Score: -18980834.000000 Penalty: 5869.304688
	Iteration 2Q: 3 clusters Score -1.898083e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -18983160.000000 Penalty: 5869.304688
	Iteration 3Q: 3 clusters Score -1.898316e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -18986144.000000 Penalty: 5869.304688
	Iteration 4Q: 3 clusters Score -1.898614e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -18991060.000000 Penalty: 5869.304688
	Iteration 5F: 3 clusters Score -1.899106e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -18998280.000000 Penalty: 5869.304688
	Iteration 6F: 3 clusters Score -1.899828e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101312 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -19006582.000000 Penalty: 5869.304688
	Iteration 7F: 3 clusters Score -1.900658e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -19014200.000000 Penalty: 5869.304688
	Iteration 8F: 3 clusters Score -1.90142e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111892 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -19019394.000000 Penalty: 5869.304688
	Iteration 9Q: 3 clusters Score -1.901939e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114710 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -19021978.000000 Penalty: 5869.304688
	Iteration 10Q: 3 clusters Score -1.902198e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116925 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -19023490.000000 Penalty: 5869.304688
	Iteration 11Q: 3 clusters Score -1.902349e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118879 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -19024520.000000 Penalty: 5869.304688
	Iteration 12Q: 3 clusters Score -1.902452e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120585 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -19025306.000000 Penalty: 5869.304688
	Iteration 13Q: 3 clusters Score -1.902531e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122157 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -19025994.000000 Penalty: 5869.304688
	Iteration 14Q: 3 clusters Score -1.902599e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123570 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -19026562.000000 Penalty: 5869.304688
	Iteration 15Q: 3 clusters Score -1.902656e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124768 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -19026922.000000 Penalty: 5869.304688
	Iteration 16Q: 3 clusters Score -1.902692e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -19027306.000000 Penalty: 5869.304688
	Iteration 17Q: 3 clusters Score -1.902731e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126898 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -19027714.000000 Penalty: 5869.304688
	Iteration 18Q: 3 clusters Score -1.902771e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127820 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -19028030.000000 Penalty: 5869.304688
	Iteration 19Q: 3 clusters Score -1.902803e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128644 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -19028224.000000 Penalty: 5869.304688
	Iteration 20F: 3 clusters Score -1.902822e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129405 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -19028470.000000 Penalty: 5869.304688
	Iteration 21Q: 3 clusters Score -1.902847e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130080 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -19028702.000000 Penalty: 5869.304688
	Iteration 22Q: 3 clusters Score -1.90287e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130746 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -19028946.000000 Penalty: 5869.304688
	Iteration 23Q: 3 clusters Score -1.902895e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131361 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -19029180.000000 Penalty: 5869.304688
	Iteration 24Q: 3 clusters Score -1.902918e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131888 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -19029316.000000 Penalty: 5869.304688
	Iteration 25Q: 3 clusters Score -1.902932e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132340 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -19029472.000000 Penalty: 5869.304688
	Iteration 26Q: 3 clusters Score -1.902947e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132734 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -19029674.000000 Penalty: 5869.304688
	Iteration 27Q: 3 clusters Score -1.902967e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133092 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -19029778.000000 Penalty: 5869.304688
	Iteration 28Q: 3 clusters Score -1.902978e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -19029884.000000 Penalty: 5869.304688
	Iteration 29Q: 3 clusters Score -1.902988e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133643 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -19029940.000000 Penalty: 5869.304688
	Iteration 30Q: 3 clusters Score -1.902994e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133862 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -19029976.000000 Penalty: 5869.304688
	Iteration 31Q: 3 clusters Score -1.902998e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134041 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -19030026.000000 Penalty: 5869.304688
	Iteration 32Q: 3 clusters Score -1.903003e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134207 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -19030048.000000 Penalty: 5869.304688
	Iteration 33Q: 3 clusters Score -1.903005e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134367 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -19030114.000000 Penalty: 5869.304688
	Iteration 34Q: 3 clusters Score -1.903011e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134508 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -19030124.000000 Penalty: 5869.304688
	Iteration 35Q: 3 clusters Score -1.903012e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134645 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -19030156.000000 Penalty: 5869.304688
	Iteration 36Q: 3 clusters Score -1.903016e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134759 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -19030196.000000 Penalty: 5869.304688
	Iteration 37Q: 3 clusters Score -1.90302e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134881 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -19030208.000000 Penalty: 5869.304688
	Iteration 38Q: 3 clusters Score -1.903021e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134973 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -19030260.000000 Penalty: 5869.304688
	Iteration 39Q: 3 clusters Score -1.903026e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135064 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -19030296.000000 Penalty: 5869.304688
	Iteration 40F: 3 clusters Score -1.90303e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135151 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -19030334.000000 Penalty: 5869.304688
	Iteration 41Q: 3 clusters Score -1.903033e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -19030368.000000 Penalty: 5869.304688
	Iteration 42Q: 3 clusters Score -1.903037e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135273 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -19030390.000000 Penalty: 5869.304688
	Iteration 43Q: 3 clusters Score -1.903039e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135325 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -19030416.000000 Penalty: 5869.304688
	Iteration 44Q: 3 clusters Score -1.903042e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135371 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -19030406.000000 Penalty: 5869.304688
	Iteration 45Q: 3 clusters Score -1.903041e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135419 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -19030480.000000 Penalty: 5869.304688
	Iteration 46Q: 3 clusters Score -1.903048e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135460 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -19030462.000000 Penalty: 5869.304688
	Iteration 47Q: 3 clusters Score -1.903046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135488 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -19030460.000000 Penalty: 5869.304688
	Iteration 48Q: 3 clusters Score -1.903046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135515 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -19030470.000000 Penalty: 5869.304688
	Iteration 49Q: 3 clusters Score -1.903047e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135544 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -19030490.000000 Penalty: 5869.304688
	Iteration 50Q: 3 clusters Score -1.903049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135573 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -19030472.000000 Penalty: 5869.304688
	Iteration 51Q: 3 clusters Score -1.903047e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135594 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -19030468.000000 Penalty: 5869.304688
	Iteration 52Q: 3 clusters Score -1.903047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135605 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -19030462.000000 Penalty: 5869.304688
	Iteration 53Q: 3 clusters Score -1.903046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135617 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19030476.000000 Penalty: 5869.304688
	Iteration 54Q: 3 clusters Score -1.903048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135631 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -19030472.000000 Penalty: 5869.304688
	Iteration 55Q: 3 clusters Score -1.903047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135643 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -19030474.000000 Penalty: 5869.304688
	Iteration 56Q: 3 clusters Score -1.903047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135654 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -19030466.000000 Penalty: 5869.304688
	Iteration 57Q: 3 clusters Score -1.903047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135663 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -19030452.000000 Penalty: 5869.304688
	Iteration 58Q: 3 clusters Score -1.903045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135673 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -19030444.000000 Penalty: 5869.304688
	Iteration 59Q: 3 clusters Score -1.903044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135682 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -19030446.000000 Penalty: 5869.304688
	Iteration 60F: 3 clusters Score -1.903045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135689 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -19030438.000000 Penalty: 5869.304688
	Iteration 61Q: 3 clusters Score -1.903044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135694 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -19030430.000000 Penalty: 5869.304688
	Iteration 62Q: 3 clusters Score -1.903043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135697 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -19030440.000000 Penalty: 5869.304688
	Iteration 63Q: 3 clusters Score -1.903044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135702 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -19030434.000000 Penalty: 5869.304688
	Iteration 64Q: 3 clusters Score -1.903043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135704 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -19030432.000000 Penalty: 5869.304688
	Iteration 65Q: 3 clusters Score -1.903043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135704 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -19030432.000000 Penalty: 5869.304688
	Iteration 66F: 3 clusters Score -1.903043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Entering Unmasked Estep 
Score: -4817359.000000 Penalty: 2598.164795
	Iteration 0F: 2 clusters Score -4817359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4793175.000000 Penalty: 5196.329590
	Iteration 0F: 3 clusters Score -4793175 nChanged 16189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -4801933.000000 Penalty: 5196.329590
	Iteration 1F: 3 clusters Score -4801933 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -4802638.500000 Penalty: 5196.329590
	Iteration 2F: 3 clusters Score -4802638 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4803468.000000 Penalty: 5196.329590
	Iteration 3Q: 3 clusters Score -4803468 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4804354.500000 Penalty: 5196.329590
	Iteration 4Q: 3 clusters Score -4804354 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4805377.000000 Penalty: 5196.329590
	Iteration 5F: 3 clusters Score -4805377 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -4806376.000000 Penalty: 5196.329590
	Iteration 6F: 3 clusters Score -4806376 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -4807327.000000 Penalty: 5196.329590
	Iteration 7Q: 3 clusters Score -4807327 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -4808309.500000 Penalty: 5196.329590
	Iteration 8Q: 3 clusters Score -4808310 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -4809265.000000 Penalty: 5196.329590
	Iteration 9Q: 3 clusters Score -4809265 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4810253.500000 Penalty: 5196.329590
	Iteration 10Q: 3 clusters Score -4810254 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -4811165.000000 Penalty: 5196.329590
	Iteration 11Q: 3 clusters Score -4811165 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4811889.000000 Penalty: 5196.329590
	Iteration 12Q: 3 clusters Score -4811889 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -4812457.000000 Penalty: 5196.329590
	Iteration 13Q: 3 clusters Score -4812457 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -4812859.000000 Penalty: 5196.329590
	Iteration 14Q: 3 clusters Score -4812859 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -4813135.500000 Penalty: 5196.329590
	Iteration 15Q: 3 clusters Score -4813136 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -4813360.000000 Penalty: 5196.329590
	Iteration 16Q: 3 clusters Score -4813360 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -4813552.000000 Penalty: 5196.329590
	Iteration 17Q: 3 clusters Score -4813552 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -4813727.000000 Penalty: 5196.329590
	Iteration 18Q: 3 clusters Score -4813727 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4813877.500000 Penalty: 5196.329590
	Iteration 19Q: 3 clusters Score -4813878 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4814039.500000 Penalty: 5196.329590
	Iteration 20F: 3 clusters Score -4814040 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4814169.000000 Penalty: 5196.329590
	Iteration 21Q: 3 clusters Score -4814169 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -4814313.500000 Penalty: 5196.329590
	Iteration 22Q: 3 clusters Score -4814314 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4814415.000000 Penalty: 5196.329590
	Iteration 23Q: 3 clusters Score -4814415 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4814502.500000 Penalty: 5196.329590
	Iteration 24Q: 3 clusters Score -4814502 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4814549.000000 Penalty: 5196.329590
	Iteration 25Q: 3 clusters Score -4814549 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4814611.000000 Penalty: 5196.329590
	Iteration 26Q: 3 clusters Score -4814611 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4814656.500000 Penalty: 5196.329590
	Iteration 27Q: 3 clusters Score -4814656 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4814732.000000 Penalty: 5196.329590
	Iteration 28Q: 3 clusters Score -4814732 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -4814780.500000 Penalty: 5196.329590
	Iteration 29Q: 3 clusters Score -4814780 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4814842.500000 Penalty: 5196.329590
	Iteration 30Q: 3 clusters Score -4814842 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -4814897.000000 Penalty: 5196.329590
	Iteration 31Q: 3 clusters Score -4814897 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4814921.500000 Penalty: 5196.329590
	Iteration 32Q: 3 clusters Score -4814922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -4814939.000000 Penalty: 5196.329590
	Iteration 33Q: 3 clusters Score -4814939 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4814957.500000 Penalty: 5196.329590
	Iteration 34Q: 3 clusters Score -4814958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -4814986.500000 Penalty: 5196.329590
	Iteration 35Q: 3 clusters Score -4814986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4815010.500000 Penalty: 5196.329590
	Iteration 36Q: 3 clusters Score -4815010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -4815032.000000 Penalty: 5196.329590
	Iteration 37Q: 3 clusters Score -4815032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -4815040.500000 Penalty: 5196.329590
	Iteration 38Q: 3 clusters Score -4815040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -4815051.000000 Penalty: 5196.329590
	Iteration 39Q: 3 clusters Score -4815051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4815049.500000 Penalty: 5196.329590
	Iteration 40F: 3 clusters Score -4815050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4815055.000000 Penalty: 5196.329590
	Iteration 41Q: 3 clusters Score -4815055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4815063.500000 Penalty: 5196.329590
	Iteration 42Q: 3 clusters Score -4815064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4815065.000000 Penalty: 5196.329590
	Iteration 43Q: 3 clusters Score -4815065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -4815062.000000 Penalty: 5196.329590
	Iteration 44Q: 3 clusters Score -4815062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -4815074.500000 Penalty: 5196.329590
	Iteration 45Q: 3 clusters Score -4815074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -4815077.000000 Penalty: 5196.329590
	Iteration 46Q: 3 clusters Score -4815077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4815096.500000 Penalty: 5196.329590
	Iteration 47Q: 3 clusters Score -4815096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4815109.000000 Penalty: 5196.329590
	Iteration 48Q: 3 clusters Score -4815109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -4815120.500000 Penalty: 5196.329590
	Iteration 49Q: 3 clusters Score -4815120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4815121.000000 Penalty: 5196.329590
	Iteration 50Q: 3 clusters Score -4815121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4815127.000000 Penalty: 5196.329590
	Iteration 51Q: 3 clusters Score -4815127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -4815132.500000 Penalty: 5196.329590
	Iteration 52Q: 3 clusters Score -4815132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -4815145.000000 Penalty: 5196.329590
	Iteration 53Q: 3 clusters Score -4815145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -4815146.000000 Penalty: 5196.329590
	Iteration 54Q: 3 clusters Score -4815146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4815151.500000 Penalty: 5196.329590
	Iteration 55Q: 3 clusters Score -4815152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -4815153.000000 Penalty: 5196.329590
	Iteration 56Q: 3 clusters Score -4815153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4815155.500000 Penalty: 5196.329590
	Iteration 57Q: 3 clusters Score -4815156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -4815152.500000 Penalty: 5196.329590
	Iteration 58Q: 3 clusters Score -4815152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -4815157.500000 Penalty: 5196.329590
	Iteration 59Q: 3 clusters Score -4815158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -4815166.500000 Penalty: 5196.329590
	Iteration 60F: 3 clusters Score -4815166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4815166.000000 Penalty: 5196.329590
	Iteration 61Q: 3 clusters Score -4815166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -4815166.000000 Penalty: 5196.329590
	Iteration 62Q: 3 clusters Score -4815166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -4815167.500000 Penalty: 5196.329590
	Iteration 63Q: 3 clusters Score -4815168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4815167.000000 Penalty: 5196.329590
	Iteration 64Q: 3 clusters Score -4815167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -4815166.000000 Penalty: 5196.329590
	Iteration 65Q: 3 clusters Score -4815166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4815170.000000 Penalty: 5196.329590
	Iteration 66Q: 3 clusters Score -4815170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -4815166.000000 Penalty: 5196.329590
	Iteration 67Q: 3 clusters Score -4815166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4815163.000000 Penalty: 5196.329590
	Iteration 68Q: 3 clusters Score -4815163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -4815167.500000 Penalty: 5196.329590
	Iteration 69Q: 3 clusters Score -4815168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -4815161.500000 Penalty: 5196.329590
	Iteration 70Q: 3 clusters Score -4815162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -4815161.500000 Penalty: 5196.329590
	Iteration 71F: 3 clusters Score -4815162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -33586.828125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -33586.83 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 143 members 
Entering Unmasked Estep 
Score: -32334.728516 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -32334.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32440.902344 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -32440.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32496.652344 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -32496.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32536.718750 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -32536.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32587.996094 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -32588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32607.437500 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -32607.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32609.646484 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -32609.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32616.097656 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -32616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32627.494141 Penalty: 2801.891357
	Iteration 8Q: 3 clusters Score -32627.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32629.152344 Penalty: 2801.891357
	Iteration 9Q: 3 clusters Score -32629.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32629.152344 Penalty: 2801.891357
	Iteration 10F: 3 clusters Score -32629.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -50654.781250 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -50654.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49208.195312 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -49208.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49426.933594 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -49426.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49532.171875 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -49532.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49630.449219 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -49630.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49781.734375 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -49781.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49894.820312 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -49894.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49934.539062 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -49934.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49965.457031 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -49965.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50012.343750 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -50012.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50032.179688 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -50032.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50037.601562 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -50037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50047.089844 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -50047.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50059.570312 Penalty: 3004.165039
	Iteration 12Q: 3 clusters Score -50059.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50059.570312 Penalty: 3004.165039
	Iteration 13F: 3 clusters Score -50059.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -68452.445312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -68452.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66895.312500 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -66895.31 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67081.367188 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -67081.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67131.843750 Penalty: 3129.719482
	Iteration 2Q: 3 clusters Score -67131.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67156.703125 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -67156.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67164.039062 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -67164.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67165.148438 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -67165.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67165.148438 Penalty: 3129.719482
	Iteration 6F: 3 clusters Score -67165.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -146967.906250 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -146967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -144930.937500 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -144930.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -145252.796875 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -145252.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -145354.734375 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -145354.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -145398.984375 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -145399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -145427.812500 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -145427.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -145449.343750 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -145449.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -145464.687500 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -145464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145473.718750 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -145473.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -145481.984375 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -145482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -145488.765625 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -145488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -145499.406250 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -145499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -145501.937500 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -145501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -145501.937500 Penalty: 3476.666748
	Iteration 12F: 3 clusters Score -145501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153709 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50417 members 
Mstep: Class 4 contains 87431 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 178592 members 
Mstep: Class 8 contains 100788 members 
Mstep: Class 9 contains 213786 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 22522 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4227 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15955 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137761 members 
Mstep: Class 19 contains 35471 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456736.000000 Penalty: 78884.125000
Iteration 239Q: 24 clusters Score -1.374567e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50435 members 
Mstep: Class 4 contains 87471 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 178248 members 
Mstep: Class 8 contains 100793 members 
Mstep: Class 9 contains 213871 members 
Mstep: Class 10 contains 3165 members 
Mstep: Class 11 contains 22512 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4250 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15948 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137850 members 
Mstep: Class 19 contains 35451 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456576.000000 Penalty: 78884.125000
Iteration 240F: 24 clusters Score -1.374566e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153949 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50439 members 
Mstep: Class 4 contains 87504 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 177877 members 
Mstep: Class 8 contains 100790 members 
Mstep: Class 9 contains 213990 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15933 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 137967 members 
Mstep: Class 19 contains 35434 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456544.000000 Penalty: 78884.125000
Iteration 241Q: 24 clusters Score -1.374565e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154088 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50440 members 
Mstep: Class 4 contains 87526 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 177501 members 
Mstep: Class 8 contains 100793 members 
Mstep: Class 9 contains 214106 members 
Mstep: Class 10 contains 3188 members 
Mstep: Class 11 contains 22487 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4285 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15915 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 138090 members 
Mstep: Class 19 contains 35405 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 24 clusters Score -1.374562e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154180 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50456 members 
Mstep: Class 4 contains 87535 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 177151 members 
Mstep: Class 8 contains 100773 members 
Mstep: Class 9 contains 214235 members 
Mstep: Class 10 contains 3191 members 
Mstep: Class 11 contains 22485 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4314 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15903 members 
Mstep: Class 16 contains 3734 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 138217 members 
Mstep: Class 19 contains 35390 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 24 clusters Score -1.37456e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154288 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50466 members 
Mstep: Class 4 contains 87551 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176813 members 
Mstep: Class 8 contains 100759 members 
Mstep: Class 9 contains 214328 members 
Mstep: Class 10 contains 3195 members 
Mstep: Class 11 contains 22482 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15887 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 138365 members 
Mstep: Class 19 contains 35378 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455904.000000 Penalty: 78884.125000
Iteration 244Q: 24 clusters Score -1.374559e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154367 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50468 members 
Mstep: Class 4 contains 87558 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176554 members 
Mstep: Class 8 contains 100769 members 
Mstep: Class 9 contains 214373 members 
Mstep: Class 10 contains 3200 members 
Mstep: Class 11 contains 22480 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4374 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15865 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 138498 members 
Mstep: Class 19 contains 35358 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 24 clusters Score -1.374558e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154422 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50482 members 
Mstep: Class 4 contains 87563 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176321 members 
Mstep: Class 8 contains 100777 members 
Mstep: Class 9 contains 214392 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 22477 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15838 members 
Mstep: Class 16 contains 3680 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 138654 members 
Mstep: Class 19 contains 35340 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456112.000000 Penalty: 78884.125000
Iteration 246Q: 24 clusters Score -1.374561e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154480 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50493 members 
Mstep: Class 4 contains 87577 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176055 members 
Mstep: Class 8 contains 100781 members 
Mstep: Class 9 contains 214411 members 
Mstep: Class 10 contains 3208 members 
Mstep: Class 11 contains 22473 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15808 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 138828 members 
Mstep: Class 19 contains 35319 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 247Q: 24 clusters Score -1.374559e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154517 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50504 members 
Mstep: Class 4 contains 87609 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175868 members 
Mstep: Class 8 contains 100790 members 
Mstep: Class 9 contains 214358 members 
Mstep: Class 10 contains 3213 members 
Mstep: Class 11 contains 22467 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15794 members 
Mstep: Class 16 contains 3648 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 138970 members 
Mstep: Class 19 contains 35283 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 248Q: 24 clusters Score -1.374558e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154579 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50510 members 
Mstep: Class 4 contains 87636 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175679 members 
Mstep: Class 8 contains 100803 members 
Mstep: Class 9 contains 214294 members 
Mstep: Class 10 contains 3220 members 
Mstep: Class 11 contains 22455 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4616 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15785 members 
Mstep: Class 16 contains 3625 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139105 members 
Mstep: Class 19 contains 35254 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455824.000000 Penalty: 78884.125000
Iteration 249Q: 24 clusters Score -1.374558e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154632 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50514 members 
Mstep: Class 4 contains 87658 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175518 members 
Mstep: Class 8 contains 100814 members 
Mstep: Class 9 contains 214244 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 22453 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15777 members 
Mstep: Class 16 contains 3604 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139206 members 
Mstep: Class 19 contains 35225 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455760.000000 Penalty: 78884.125000
Iteration 250Q: 24 clusters Score -1.374558e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154646 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50521 members 
Mstep: Class 4 contains 87674 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175418 members 
Mstep: Class 8 contains 100819 members 
Mstep: Class 9 contains 214151 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 11 contains 22451 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15760 members 
Mstep: Class 16 contains 3580 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139335 members 
Mstep: Class 19 contains 35202 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 251Q: 24 clusters Score -1.374558e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50528 members 
Mstep: Class 4 contains 87688 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175355 members 
Mstep: Class 8 contains 100818 members 
Mstep: Class 9 contains 214057 members 
Mstep: Class 10 contains 3236 members 
Mstep: Class 11 contains 22445 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4873 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15743 members 
Mstep: Class 16 contains 3557 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139469 members 
Mstep: Class 19 contains 35168 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 252Q: 24 clusters Score -1.374558e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154628 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50524 members 
Mstep: Class 4 contains 87704 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175273 members 
Mstep: Class 8 contains 100821 members 
Mstep: Class 9 contains 213951 members 
Mstep: Class 10 contains 3242 members 
Mstep: Class 11 contains 22445 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4968 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15735 members 
Mstep: Class 16 contains 3535 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139596 members 
Mstep: Class 19 contains 35138 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 253Q: 24 clusters Score -1.374558e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154649 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50522 members 
Mstep: Class 4 contains 87717 members 
Mstep: Class 5 contains 1107 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175233 members 
Mstep: Class 8 contains 100825 members 
Mstep: Class 9 contains 213850 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 22438 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5063 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139703 members 
Mstep: Class 19 contains 35090 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 254Q: 24 clusters Score -1.37456e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50522 members 
Mstep: Class 4 contains 87728 members 
Mstep: Class 5 contains 1107 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175198 members 
Mstep: Class 8 contains 100832 members 
Mstep: Class 9 contains 213760 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 22433 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15701 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139794 members 
Mstep: Class 19 contains 35048 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 255Q: 24 clusters Score -1.37456e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154688 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50513 members 
Mstep: Class 4 contains 87750 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175165 members 
Mstep: Class 8 contains 100845 members 
Mstep: Class 9 contains 213646 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 22429 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5278 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15674 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139879 members 
Mstep: Class 19 contains 34990 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 24 clusters Score -1.374557e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50504 members 
Mstep: Class 4 contains 87760 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175169 members 
Mstep: Class 8 contains 100865 members 
Mstep: Class 9 contains 213534 members 
Mstep: Class 10 contains 3258 members 
Mstep: Class 11 contains 22444 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5391 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139928 members 
Mstep: Class 19 contains 34944 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 257Q: 24 clusters Score -1.374558e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154693 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50495 members 
Mstep: Class 4 contains 87772 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175196 members 
Mstep: Class 8 contains 100872 members 
Mstep: Class 9 contains 213432 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 22444 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5487 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15623 members 
Mstep: Class 16 contains 3422 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 139980 members 
Mstep: Class 19 contains 34883 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 258Q: 24 clusters Score -1.374556e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154720 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50487 members 
Mstep: Class 4 contains 87765 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175210 members 
Mstep: Class 8 contains 100873 members 
Mstep: Class 9 contains 213347 members 
Mstep: Class 10 contains 3267 members 
Mstep: Class 11 contains 22447 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15607 members 
Mstep: Class 16 contains 3412 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140040 members 
Mstep: Class 19 contains 34817 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 259Q: 24 clusters Score -1.374557e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154777 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50481 members 
Mstep: Class 4 contains 87780 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175183 members 
Mstep: Class 8 contains 100867 members 
Mstep: Class 9 contains 213264 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 22452 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15589 members 
Mstep: Class 16 contains 3406 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140108 members 
Mstep: Class 19 contains 34738 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 24 clusters Score -1.374559e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154823 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50469 members 
Mstep: Class 4 contains 87792 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175149 members 
Mstep: Class 8 contains 100874 members 
Mstep: Class 9 contains 213198 members 
Mstep: Class 10 contains 3277 members 
Mstep: Class 11 contains 22452 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5695 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15564 members 
Mstep: Class 16 contains 3405 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140202 members 
Mstep: Class 19 contains 34659 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 261Q: 24 clusters Score -1.374555e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154854 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50462 members 
Mstep: Class 4 contains 87795 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175126 members 
Mstep: Class 8 contains 100864 members 
Mstep: Class 9 contains 213135 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 22456 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5752 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15544 members 
Mstep: Class 16 contains 3403 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140281 members 
Mstep: Class 19 contains 34607 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 262Q: 24 clusters Score -1.374555e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154904 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50441 members 
Mstep: Class 4 contains 87805 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175105 members 
Mstep: Class 8 contains 100851 members 
Mstep: Class 9 contains 213072 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 22457 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15531 members 
Mstep: Class 16 contains 3399 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140351 members 
Mstep: Class 19 contains 34547 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 263Q: 24 clusters Score -1.374555e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50428 members 
Mstep: Class 4 contains 87822 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175118 members 
Mstep: Class 8 contains 100825 members 
Mstep: Class 9 contains 212992 members 
Mstep: Class 10 contains 3287 members 
Mstep: Class 11 contains 22460 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15513 members 
Mstep: Class 16 contains 3401 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140411 members 
Mstep: Class 19 contains 34492 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 264Q: 24 clusters Score -1.374557e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154962 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50423 members 
Mstep: Class 4 contains 87816 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175189 members 
Mstep: Class 8 contains 100813 members 
Mstep: Class 9 contains 212904 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 22452 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5897 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15490 members 
Mstep: Class 16 contains 3401 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140462 members 
Mstep: Class 19 contains 34460 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455504.000000 Penalty: 78884.125000
Iteration 265Q: 24 clusters Score -1.374555e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154960 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50425 members 
Mstep: Class 4 contains 87810 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175325 members 
Mstep: Class 8 contains 100791 members 
Mstep: Class 9 contains 212760 members 
Mstep: Class 10 contains 3292 members 
Mstep: Class 11 contains 22442 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5929 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15464 members 
Mstep: Class 16 contains 3401 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140519 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455776.000000 Penalty: 78884.125000
Iteration 266Q: 24 clusters Score -1.374558e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154974 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50431 members 
Mstep: Class 4 contains 87792 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175472 members 
Mstep: Class 8 contains 100770 members 
Mstep: Class 9 contains 212593 members 
Mstep: Class 10 contains 3292 members 
Mstep: Class 11 contains 22433 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5958 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15437 members 
Mstep: Class 16 contains 3397 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140586 members 
Mstep: Class 19 contains 34425 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455616.000000 Penalty: 78884.125000
Iteration 267Q: 24 clusters Score -1.374556e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154979 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50436 members 
Mstep: Class 4 contains 87788 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175592 members 
Mstep: Class 8 contains 100773 members 
Mstep: Class 9 contains 212403 members 
Mstep: Class 10 contains 3292 members 
Mstep: Class 11 contains 22425 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 5992 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15417 members 
Mstep: Class 16 contains 3389 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140672 members 
Mstep: Class 19 contains 34402 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455632.000000 Penalty: 78884.125000
Iteration 268Q: 24 clusters Score -1.374556e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50438 members 
Mstep: Class 4 contains 87800 members 
Mstep: Class 5 contains 1107 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175693 members 
Mstep: Class 8 contains 100769 members 
Mstep: Class 9 contains 212223 members 
Mstep: Class 10 contains 3292 members 
Mstep: Class 11 contains 22420 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15400 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140756 members 
Mstep: Class 19 contains 34380 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455584.000000 Penalty: 78884.125000
Iteration 269Q: 24 clusters Score -1.374556e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154962 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50441 members 
Mstep: Class 4 contains 87801 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175805 members 
Mstep: Class 8 contains 100764 members 
Mstep: Class 9 contains 212041 members 
Mstep: Class 10 contains 3292 members 
Mstep: Class 11 contains 22423 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6062 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15376 members 
Mstep: Class 16 contains 3381 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140847 members 
Mstep: Class 19 contains 34362 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455616.000000 Penalty: 78884.125000
Iteration 270Q: 24 clusters Score -1.374556e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154949 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50444 members 
Mstep: Class 4 contains 87805 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175961 members 
Mstep: Class 8 contains 100749 members 
Mstep: Class 9 contains 211845 members 
Mstep: Class 10 contains 3292 members 
Mstep: Class 11 contains 22416 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6082 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15365 members 
Mstep: Class 16 contains 3380 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140929 members 
Mstep: Class 19 contains 34342 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455488.000000 Penalty: 78884.125000
Iteration 271Q: 24 clusters Score -1.374555e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50446 members 
Mstep: Class 4 contains 87806 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176114 members 
Mstep: Class 8 contains 100753 members 
Mstep: Class 9 contains 211654 members 
Mstep: Class 10 contains 3292 members 
Mstep: Class 11 contains 22403 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6096 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 3379 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 140994 members 
Mstep: Class 19 contains 34326 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455280.000000 Penalty: 78884.125000
Iteration 272Q: 24 clusters Score -1.374553e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154933 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50453 members 
Mstep: Class 4 contains 87819 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176213 members 
Mstep: Class 8 contains 100758 members 
Mstep: Class 9 contains 211510 members 
Mstep: Class 10 contains 3293 members 
Mstep: Class 11 contains 22394 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6116 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15331 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141064 members 
Mstep: Class 19 contains 34302 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455296.000000 Penalty: 78884.125000
Iteration 273Q: 24 clusters Score -1.374553e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50460 members 
Mstep: Class 4 contains 87825 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176293 members 
Mstep: Class 8 contains 100759 members 
Mstep: Class 9 contains 211374 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22382 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6134 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15308 members 
Mstep: Class 16 contains 3369 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141130 members 
Mstep: Class 19 contains 34285 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455264.000000 Penalty: 78884.125000
Iteration 274Q: 24 clusters Score -1.374553e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154983 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50467 members 
Mstep: Class 4 contains 87832 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176318 members 
Mstep: Class 8 contains 100754 members 
Mstep: Class 9 contains 211244 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22363 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15300 members 
Mstep: Class 16 contains 3365 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141214 members 
Mstep: Class 19 contains 34268 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455152.000000 Penalty: 78884.125000
Iteration 275Q: 24 clusters Score -1.374552e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155022 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50473 members 
Mstep: Class 4 contains 87841 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176317 members 
Mstep: Class 8 contains 100754 members 
Mstep: Class 9 contains 211112 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22350 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6176 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15286 members 
Mstep: Class 16 contains 3361 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141327 members 
Mstep: Class 19 contains 34246 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455232.000000 Penalty: 78884.125000
Iteration 276Q: 24 clusters Score -1.374552e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155048 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50473 members 
Mstep: Class 4 contains 87850 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176305 members 
Mstep: Class 8 contains 100747 members 
Mstep: Class 9 contains 210997 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22341 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6190 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15273 members 
Mstep: Class 16 contains 3363 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141444 members 
Mstep: Class 19 contains 34234 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455040.000000 Penalty: 78884.125000
Iteration 277Q: 24 clusters Score -1.37455e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155056 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50462 members 
Mstep: Class 4 contains 87851 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176293 members 
Mstep: Class 8 contains 100731 members 
Mstep: Class 9 contains 210915 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22339 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6203 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15254 members 
Mstep: Class 16 contains 3367 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141568 members 
Mstep: Class 19 contains 34226 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454896.000000 Penalty: 78884.125000
Iteration 278Q: 24 clusters Score -1.374549e+08 nChanged 879
Entering ConstructFrom: 
Score: -137454896.000000 Penalty: 78884.125000
Entering ConstructFrom: 
Trying to split cluster 1 (155074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155074 members 
Entering Unmasked Estep 
Score: -21410862.000000 Penalty: 2964.010986
	Iteration 0F: 2 clusters Score -2.141086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -21309050.000000 Penalty: 5928.021973
	Iteration 0F: 3 clusters Score -2.130905e+07 nChanged 74120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 80576 members 
Entering Unmasked Estep 
Score: -21351946.000000 Penalty: 5928.021973
	Iteration 1F: 3 clusters Score -2.135195e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
Score: -21353124.000000 Penalty: 5928.021973
	Iteration 2Q: 3 clusters Score -2.135312e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -21354522.000000 Penalty: 5928.021973
	Iteration 3Q: 3 clusters Score -2.135452e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 89340 members 
Entering Unmasked Estep 
Score: -21356606.000000 Penalty: 5928.021973
	Iteration 4Q: 3 clusters Score -2.135661e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 95568 members 
Entering Unmasked Estep 
Score: -21359828.000000 Penalty: 5928.021973
	Iteration 5Q: 3 clusters Score -2.135983e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 104229 members 
Entering Unmasked Estep 
Score: -21365502.000000 Penalty: 5928.021973
	Iteration 6F: 3 clusters Score -2.13655e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 115258 members 
Entering Unmasked Estep 
Score: -21374266.000000 Penalty: 5928.021973
	Iteration 7F: 3 clusters Score -2.137427e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 127289 members 
Entering Unmasked Estep 
Score: -21384908.000000 Penalty: 5928.021973
	Iteration 8F: 3 clusters Score -2.138491e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 137669 members 
Entering Unmasked Estep 
Score: -21395280.000000 Penalty: 5928.021973
	Iteration 9F: 3 clusters Score -2.139528e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 144830 members 
Entering Unmasked Estep 
Score: -21401636.000000 Penalty: 5928.021973
	Iteration 10Q: 3 clusters Score -2.140164e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 148880 members 
Entering Unmasked Estep 
Score: -21404626.000000 Penalty: 5928.021973
	Iteration 11Q: 3 clusters Score -2.140463e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 151117 members 
Entering Unmasked Estep 
Score: -21406140.000000 Penalty: 5928.021973
	Iteration 12Q: 3 clusters Score -2.140614e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 152397 members 
Entering Unmasked Estep 
Score: -21407004.000000 Penalty: 5928.021973
	Iteration 13Q: 3 clusters Score -2.1407e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 153100 members 
Entering Unmasked Estep 
Score: -21407442.000000 Penalty: 5928.021973
	Iteration 14Q: 3 clusters Score -2.140744e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 153501 members 
Entering Unmasked Estep 
Score: -21407688.000000 Penalty: 5928.021973
	Iteration 15Q: 3 clusters Score -2.140769e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 153761 members 
Entering Unmasked Estep 
Score: -21407892.000000 Penalty: 5928.021973
	Iteration 16Q: 3 clusters Score -2.140789e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 153922 members 
Entering Unmasked Estep 
Score: -21408020.000000 Penalty: 5928.021973
	Iteration 17Q: 3 clusters Score -2.140802e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 154019 members 
Entering Unmasked Estep 
Score: -21408100.000000 Penalty: 5928.021973
	Iteration 18Q: 3 clusters Score -2.14081e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 154089 members 
Entering Unmasked Estep 
Score: -21408176.000000 Penalty: 5928.021973
	Iteration 19Q: 3 clusters Score -2.140818e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 154161 members 
Entering Unmasked Estep 
Score: -21408220.000000 Penalty: 5928.021973
	Iteration 20F: 3 clusters Score -2.140822e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 154213 members 
Entering Unmasked Estep 
Score: -21408268.000000 Penalty: 5928.021973
	Iteration 21Q: 3 clusters Score -2.140827e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 154240 members 
Entering Unmasked Estep 
Score: -21408282.000000 Penalty: 5928.021973
	Iteration 22Q: 3 clusters Score -2.140828e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 154264 members 
Entering Unmasked Estep 
Score: -21408316.000000 Penalty: 5928.021973
	Iteration 23Q: 3 clusters Score -2.140832e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 154290 members 
Entering Unmasked Estep 
Score: -21408338.000000 Penalty: 5928.021973
	Iteration 24Q: 3 clusters Score -2.140834e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 154305 members 
Entering Unmasked Estep 
Score: -21408336.000000 Penalty: 5928.021973
	Iteration 25Q: 3 clusters Score -2.140834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -21408348.000000 Penalty: 5928.021973
	Iteration 26Q: 3 clusters Score -2.140835e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 154327 members 
Entering Unmasked Estep 
Score: -21408370.000000 Penalty: 5928.021973
	Iteration 27Q: 3 clusters Score -2.140837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 154337 members 
Entering Unmasked Estep 
Score: -21408392.000000 Penalty: 5928.021973
	Iteration 28Q: 3 clusters Score -2.140839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -21408378.000000 Penalty: 5928.021973
	Iteration 29Q: 3 clusters Score -2.140838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 154347 members 
Entering Unmasked Estep 
Score: -21408398.000000 Penalty: 5928.021973
	Iteration 30Q: 3 clusters Score -2.14084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -21408382.000000 Penalty: 5928.021973
	Iteration 31Q: 3 clusters Score -2.140838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 154349 members 
Entering Unmasked Estep 
Score: -21408380.000000 Penalty: 5928.021973
	Iteration 32Q: 3 clusters Score -2.140838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -21408376.000000 Penalty: 5928.021973
	Iteration 33Q: 3 clusters Score -2.140838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 154356 members 
Entering Unmasked Estep 
Score: -21408384.000000 Penalty: 5928.021973
	Iteration 34Q: 3 clusters Score -2.140838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 154359 members 
Entering Unmasked Estep 
Score: -21408390.000000 Penalty: 5928.021973
	Iteration 35Q: 3 clusters Score -2.140839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 154360 members 
Entering Unmasked Estep 
Score: -21408394.000000 Penalty: 5928.021973
	Iteration 36Q: 3 clusters Score -2.140839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 154360 members 
Entering Unmasked Estep 
Score: -21408394.000000 Penalty: 5928.021973
	Iteration 37F: 3 clusters Score -2.140839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44493.824219 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -44493.82 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 184 members 
Entering Unmasked Estep 
Score: -43199.195312 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -43199.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43315.261719 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -43315.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43368.441406 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -43368.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43379.593750 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -43379.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43379.593750 Penalty: 2913.965820
	Iteration 4F: 3 clusters Score -43379.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Entering Unmasked Estep 
Score: -6790469.000000 Penalty: 2685.576172
	Iteration 0F: 2 clusters Score -6790469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -6756382.500000 Penalty: 5371.152344
	Iteration 0F: 3 clusters Score -6756382 nChanged 23394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -6769232.500000 Penalty: 5371.152344
	Iteration 1F: 3 clusters Score -6769232 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -6769707.000000 Penalty: 5371.152344
	Iteration 2Q: 3 clusters Score -6769707 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -6770156.500000 Penalty: 5371.152344
	Iteration 3Q: 3 clusters Score -6770156 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -6770756.000000 Penalty: 5371.152344
	Iteration 4Q: 3 clusters Score -6770756 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -6771448.500000 Penalty: 5371.152344
	Iteration 5Q: 3 clusters Score -6771448 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -6772342.500000 Penalty: 5371.152344
	Iteration 6Q: 3 clusters Score -6772342 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -6773498.000000 Penalty: 5371.152344
	Iteration 7Q: 3 clusters Score -6773498 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -6775037.000000 Penalty: 5371.152344
	Iteration 8F: 3 clusters Score -6775037 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -6776860.000000 Penalty: 5371.152344
	Iteration 9F: 3 clusters Score -6776860 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -6778626.500000 Penalty: 5371.152344
	Iteration 10F: 3 clusters Score -6778626 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -6780144.000000 Penalty: 5371.152344
	Iteration 11Q: 3 clusters Score -6780144 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -6781432.500000 Penalty: 5371.152344
	Iteration 12Q: 3 clusters Score -6781432 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -6782657.500000 Penalty: 5371.152344
	Iteration 13Q: 3 clusters Score -6782658 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -6783880.000000 Penalty: 5371.152344
	Iteration 14Q: 3 clusters Score -6783880 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -6785286.000000 Penalty: 5371.152344
	Iteration 15Q: 3 clusters Score -6785286 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -6786771.500000 Penalty: 5371.152344
	Iteration 16Q: 3 clusters Score -6786772 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -6787547.000000 Penalty: 5371.152344
	Iteration 17Q: 3 clusters Score -6787547 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -6787871.000000 Penalty: 5371.152344
	Iteration 18Q: 3 clusters Score -6787871 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 50043 members 
Entering Unmasked Estep 
Score: -6788045.000000 Penalty: 5371.152344
	Iteration 19Q: 3 clusters Score -6788045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -6788141.000000 Penalty: 5371.152344
	Iteration 20F: 3 clusters Score -6788141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -6788176.000000 Penalty: 5371.152344
	Iteration 21Q: 3 clusters Score -6788176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -6788199.000000 Penalty: 5371.152344
	Iteration 22Q: 3 clusters Score -6788199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -6788204.000000 Penalty: 5371.152344
	Iteration 23Q: 3 clusters Score -6788204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -6788210.500000 Penalty: 5371.152344
	Iteration 24Q: 3 clusters Score -6788210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -6788221.500000 Penalty: 5371.152344
	Iteration 25Q: 3 clusters Score -6788222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -6788228.000000 Penalty: 5371.152344
	Iteration 26Q: 3 clusters Score -6788228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -6788228.000000 Penalty: 5371.152344
	Iteration 27Q: 3 clusters Score -6788228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -6788228.000000 Penalty: 5371.152344
	Iteration 28F: 3 clusters Score -6788228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (87860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Entering Unmasked Estep 
Score: -12229526.000000 Penalty: 2823.107910
	Iteration 0F: 2 clusters Score -1.222953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -12170830.000000 Penalty: 5646.215820
	Iteration 0F: 3 clusters Score -1.217083e+07 nChanged 41356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -12194174.000000 Penalty: 5646.215820
	Iteration 1F: 3 clusters Score -1.219417e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -12194794.000000 Penalty: 5646.215820
	Iteration 2Q: 3 clusters Score -1.219479e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -12195476.000000 Penalty: 5646.215820
	Iteration 3Q: 3 clusters Score -1.219548e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -12196274.000000 Penalty: 5646.215820
	Iteration 4Q: 3 clusters Score -1.219627e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -12197387.000000 Penalty: 5646.215820
	Iteration 5Q: 3 clusters Score -1.219739e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -12199298.000000 Penalty: 5646.215820
	Iteration 6Q: 3 clusters Score -1.21993e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -12202801.000000 Penalty: 5646.215820
	Iteration 7F: 3 clusters Score -1.22028e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -12208410.000000 Penalty: 5646.215820
	Iteration 8F: 3 clusters Score -1.220841e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -12215652.000000 Penalty: 5646.215820
	Iteration 9F: 3 clusters Score -1.221565e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -12221915.000000 Penalty: 5646.215820
	Iteration 10F: 3 clusters Score -1.222192e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -12225131.000000 Penalty: 5646.215820
	Iteration 11Q: 3 clusters Score -1.222513e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -12226356.000000 Penalty: 5646.215820
	Iteration 12Q: 3 clusters Score -1.222636e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 87207 members 
Entering Unmasked Estep 
Score: -12226788.000000 Penalty: 5646.215820
	Iteration 13Q: 3 clusters Score -1.222679e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 87341 members 
Entering Unmasked Estep 
Score: -12226974.000000 Penalty: 5646.215820
	Iteration 14Q: 3 clusters Score -1.222697e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -12227079.000000 Penalty: 5646.215820
	Iteration 15Q: 3 clusters Score -1.222708e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -12227145.000000 Penalty: 5646.215820
	Iteration 16Q: 3 clusters Score -1.222714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -12227189.000000 Penalty: 5646.215820
	Iteration 17Q: 3 clusters Score -1.222719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -12227215.000000 Penalty: 5646.215820
	Iteration 18Q: 3 clusters Score -1.222722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -12227246.000000 Penalty: 5646.215820
	Iteration 19Q: 3 clusters Score -1.222725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -12227256.000000 Penalty: 5646.215820
	Iteration 20F: 3 clusters Score -1.222726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -12227258.000000 Penalty: 5646.215820
	Iteration 21Q: 3 clusters Score -1.222726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -12227275.000000 Penalty: 5646.215820
	Iteration 22Q: 3 clusters Score -1.222728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 87420 members 
Entering Unmasked Estep 
Score: -12227275.000000 Penalty: 5646.215820
	Iteration 23Q: 3 clusters Score -1.222728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -12227277.000000 Penalty: 5646.215820
	Iteration 24Q: 3 clusters Score -1.222728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -12227272.000000 Penalty: 5646.215820
	Iteration 25Q: 3 clusters Score -1.222727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -12227287.000000 Penalty: 5646.215820
	Iteration 26Q: 3 clusters Score -1.222729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -12227284.000000 Penalty: 5646.215820
	Iteration 27Q: 3 clusters Score -1.222728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -12227299.000000 Penalty: 5646.215820
	Iteration 28Q: 3 clusters Score -1.22273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -12227296.000000 Penalty: 5646.215820
	Iteration 29Q: 3 clusters Score -1.22273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -12227307.000000 Penalty: 5646.215820
	Iteration 30Q: 3 clusters Score -1.222731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -12227307.000000 Penalty: 5646.215820
	Iteration 31Q: 3 clusters Score -1.222731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -12227315.000000 Penalty: 5646.215820
	Iteration 32Q: 3 clusters Score -1.222732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -12227311.000000 Penalty: 5646.215820
	Iteration 33Q: 3 clusters Score -1.222731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -12227312.000000 Penalty: 5646.215820
	Iteration 34Q: 3 clusters Score -1.222731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -12227312.000000 Penalty: 5646.215820
	Iteration 35Q: 3 clusters Score -1.222731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -12227325.000000 Penalty: 5646.215820
	Iteration 36Q: 3 clusters Score -1.222732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -12227321.000000 Penalty: 5646.215820
	Iteration 37Q: 3 clusters Score -1.222732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -12227316.000000 Penalty: 5646.215820
	Iteration 38Q: 3 clusters Score -1.222732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -12227316.000000 Penalty: 5646.215820
	Iteration 39F: 3 clusters Score -1.222732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -140000.921875 Penalty: 1738.109375
	Iteration 0F: 2 clusters Score -140000.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -138045.437500 Penalty: 3476.218750
	Iteration 0F: 3 clusters Score -138045.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -138483.781250 Penalty: 3476.218750
	Iteration 1F: 3 clusters Score -138483.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -138710.875000 Penalty: 3476.218750
	Iteration 2F: 3 clusters Score -138710.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -138860.406250 Penalty: 3476.218750
	Iteration 3F: 3 clusters Score -138860.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138958.468750 Penalty: 3476.218750
	Iteration 4Q: 3 clusters Score -138958.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -139019.250000 Penalty: 3476.218750
	Iteration 5Q: 3 clusters Score -139019.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -139091.937500 Penalty: 3476.218750
	Iteration 6Q: 3 clusters Score -139091.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -139193.328125 Penalty: 3476.218750
	Iteration 7Q: 3 clusters Score -139193.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139324.468750 Penalty: 3476.218750
	Iteration 8Q: 3 clusters Score -139324.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -139483.625000 Penalty: 3476.218750
	Iteration 9Q: 3 clusters Score -139483.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -139630.046875 Penalty: 3476.218750
	Iteration 10Q: 3 clusters Score -139630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -139703.828125 Penalty: 3476.218750
	Iteration 11Q: 3 clusters Score -139703.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -139720.515625 Penalty: 3476.218750
	Iteration 12Q: 3 clusters Score -139720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -139728.500000 Penalty: 3476.218750
	Iteration 13Q: 3 clusters Score -139728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -139732.562500 Penalty: 3476.218750
	Iteration 14Q: 3 clusters Score -139732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139732.906250 Penalty: 3476.218750
	Iteration 15Q: 3 clusters Score -139732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139734.484375 Penalty: 3476.218750
	Iteration 16F: 3 clusters Score -139734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -139736.687500 Penalty: 3476.218750
	Iteration 17Q: 3 clusters Score -139736.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -139736.687500 Penalty: 3476.218750
	Iteration 18F: 3 clusters Score -139736.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -64840.933594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -64840.93 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 281 members 
Entering Unmasked Estep 
Score: -63303.273438 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -63303.27 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63562.027344 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -63562.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63674.085938 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -63674.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63795.136719 Penalty: 3124.278809
	Iteration 3F: 3 clusters Score -63795.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63902.894531 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -63902.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63957.898438 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -63957.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63998.660156 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -63998.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64031.894531 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -64031.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64055.593750 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -64055.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64067.468750 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -64067.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64073.636719 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -64073.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64077.195312 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -64077.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64077.195312 Penalty: 3124.278809
	Iteration 12F: 3 clusters Score -64077.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (176290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176290 members 
Entering Unmasked Estep 
Score: -24244726.000000 Penalty: 2995.811523
	Iteration 0F: 2 clusters Score -2.424473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88174 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -24128716.000000 Penalty: 5991.623047
	Iteration 0F: 3 clusters Score -2.412872e+07 nChanged 84470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 88874 members 
Entering Unmasked Estep 
Score: -24178338.000000 Penalty: 5991.623047
	Iteration 1F: 3 clusters Score -2.417834e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -24179442.000000 Penalty: 5991.623047
	Iteration 2Q: 3 clusters Score -2.417944e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -24180870.000000 Penalty: 5991.623047
	Iteration 3Q: 3 clusters Score -2.418087e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -24183232.000000 Penalty: 5991.623047
	Iteration 4Q: 3 clusters Score -2.418323e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84900 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -24186782.000000 Penalty: 5991.623047
	Iteration 5Q: 3 clusters Score -2.418678e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -24191794.000000 Penalty: 5991.623047
	Iteration 6F: 3 clusters Score -2.419179e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -24199226.000000 Penalty: 5991.623047
	Iteration 7F: 3 clusters Score -2.419923e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 94232 members 
Entering Unmasked Estep 
Score: -24207856.000000 Penalty: 5991.623047
	Iteration 8F: 3 clusters Score -2.420786e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 94379 members 
Entering Unmasked Estep 
Score: -24214880.000000 Penalty: 5991.623047
	Iteration 9F: 3 clusters Score -2.421488e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 94456 members 
Entering Unmasked Estep 
Score: -24218586.000000 Penalty: 5991.623047
	Iteration 10Q: 3 clusters Score -2.421859e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81788 members 
Mstep: Class 2 contains 94502 members 
Entering Unmasked Estep 
Score: -24220116.000000 Penalty: 5991.623047
	Iteration 11Q: 3 clusters Score -2.422012e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 94653 members 
Entering Unmasked Estep 
Score: -24220678.000000 Penalty: 5991.623047
	Iteration 12Q: 3 clusters Score -2.422068e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 94744 members 
Entering Unmasked Estep 
Score: -24220934.000000 Penalty: 5991.623047
	Iteration 13Q: 3 clusters Score -2.422093e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -24221180.000000 Penalty: 5991.623047
	Iteration 14Q: 3 clusters Score -2.422118e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -24221366.000000 Penalty: 5991.623047
	Iteration 15Q: 3 clusters Score -2.422137e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -24221538.000000 Penalty: 5991.623047
	Iteration 16Q: 3 clusters Score -2.422154e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -24221628.000000 Penalty: 5991.623047
	Iteration 17Q: 3 clusters Score -2.422163e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 95958 members 
Entering Unmasked Estep 
Score: -24221864.000000 Penalty: 5991.623047
	Iteration 18Q: 3 clusters Score -2.422186e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79965 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -24222164.000000 Penalty: 5991.623047
	Iteration 19Q: 3 clusters Score -2.422216e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -24222132.000000 Penalty: 5991.623047
	Iteration 20F: 3 clusters Score -2.422213e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79104 members 
Mstep: Class 2 contains 97186 members 
Entering Unmasked Estep 
Score: -24222404.000000 Penalty: 5991.623047
	Iteration 21Q: 3 clusters Score -2.42224e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 97694 members 
Entering Unmasked Estep 
Score: -24222518.000000 Penalty: 5991.623047
	Iteration 22Q: 3 clusters Score -2.422252e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 98273 members 
Entering Unmasked Estep 
Score: -24222682.000000 Penalty: 5991.623047
	Iteration 23Q: 3 clusters Score -2.422268e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77335 members 
Mstep: Class 2 contains 98955 members 
Entering Unmasked Estep 
Score: -24222808.000000 Penalty: 5991.623047
	Iteration 24Q: 3 clusters Score -2.422281e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -24223002.000000 Penalty: 5991.623047
	Iteration 25Q: 3 clusters Score -2.4223e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -24223270.000000 Penalty: 5991.623047
	Iteration 26Q: 3 clusters Score -2.422327e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -24223342.000000 Penalty: 5991.623047
	Iteration 27Q: 3 clusters Score -2.422334e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 102333 members 
Entering Unmasked Estep 
Score: -24223546.000000 Penalty: 5991.623047
	Iteration 28Q: 3 clusters Score -2.422355e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 103381 members 
Entering Unmasked Estep 
Score: -24223824.000000 Penalty: 5991.623047
	Iteration 29Q: 3 clusters Score -2.422382e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71831 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -24224118.000000 Penalty: 5991.623047
	Iteration 30Q: 3 clusters Score -2.422412e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 105607 members 
Entering Unmasked Estep 
Score: -24224292.000000 Penalty: 5991.623047
	Iteration 31Q: 3 clusters Score -2.422429e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 106853 members 
Entering Unmasked Estep 
Score: -24224538.000000 Penalty: 5991.623047
	Iteration 32Q: 3 clusters Score -2.422454e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 108117 members 
Entering Unmasked Estep 
Score: -24224696.000000 Penalty: 5991.623047
	Iteration 33Q: 3 clusters Score -2.42247e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 109405 members 
Entering Unmasked Estep 
Score: -24224908.000000 Penalty: 5991.623047
	Iteration 34Q: 3 clusters Score -2.422491e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 110762 members 
Entering Unmasked Estep 
Score: -24225098.000000 Penalty: 5991.623047
	Iteration 35Q: 3 clusters Score -2.42251e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -24225356.000000 Penalty: 5991.623047
	Iteration 36Q: 3 clusters Score -2.422536e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 113770 members 
Entering Unmasked Estep 
Score: -24225548.000000 Penalty: 5991.623047
	Iteration 37Q: 3 clusters Score -2.422555e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 115367 members 
Entering Unmasked Estep 
Score: -24225908.000000 Penalty: 5991.623047
	Iteration 38Q: 3 clusters Score -2.422591e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 117051 members 
Entering Unmasked Estep 
Score: -24226204.000000 Penalty: 5991.623047
	Iteration 39Q: 3 clusters Score -2.42262e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 118838 members 
Entering Unmasked Estep 
Score: -24226636.000000 Penalty: 5991.623047
	Iteration 40F: 3 clusters Score -2.422664e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 120698 members 
Entering Unmasked Estep 
Score: -24226994.000000 Penalty: 5991.623047
	Iteration 41Q: 3 clusters Score -2.422699e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 122678 members 
Entering Unmasked Estep 
Score: -24227534.000000 Penalty: 5991.623047
	Iteration 42Q: 3 clusters Score -2.422753e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 124733 members 
Entering Unmasked Estep 
Score: -24227996.000000 Penalty: 5991.623047
	Iteration 43Q: 3 clusters Score -2.4228e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 126833 members 
Entering Unmasked Estep 
Score: -24228482.000000 Penalty: 5991.623047
	Iteration 44Q: 3 clusters Score -2.422848e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 129026 members 
Entering Unmasked Estep 
Score: -24229120.000000 Penalty: 5991.623047
	Iteration 45Q: 3 clusters Score -2.422912e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 131342 members 
Entering Unmasked Estep 
Score: -24229668.000000 Penalty: 5991.623047
	Iteration 46Q: 3 clusters Score -2.422967e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 133686 members 
Entering Unmasked Estep 
Score: -24230302.000000 Penalty: 5991.623047
	Iteration 47Q: 3 clusters Score -2.42303e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 136023 members 
Entering Unmasked Estep 
Score: -24230824.000000 Penalty: 5991.623047
	Iteration 48Q: 3 clusters Score -2.423082e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -24231514.000000 Penalty: 5991.623047
	Iteration 49Q: 3 clusters Score -2.423151e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 140432 members 
Entering Unmasked Estep 
Score: -24232042.000000 Penalty: 5991.623047
	Iteration 50Q: 3 clusters Score -2.423204e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 142474 members 
Entering Unmasked Estep 
Score: -24232606.000000 Penalty: 5991.623047
	Iteration 51Q: 3 clusters Score -2.423261e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 144445 members 
Entering Unmasked Estep 
Score: -24233086.000000 Penalty: 5991.623047
	Iteration 52Q: 3 clusters Score -2.423309e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 146294 members 
Entering Unmasked Estep 
Score: -24233514.000000 Penalty: 5991.623047
	Iteration 53Q: 3 clusters Score -2.423351e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
Score: -24233772.000000 Penalty: 5991.623047
	Iteration 54Q: 3 clusters Score -2.423377e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 149839 members 
Entering Unmasked Estep 
Score: -24234148.000000 Penalty: 5991.623047
	Iteration 55Q: 3 clusters Score -2.423415e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 151468 members 
Entering Unmasked Estep 
Score: -24234680.000000 Penalty: 5991.623047
	Iteration 56Q: 3 clusters Score -2.423468e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 152983 members 
Entering Unmasked Estep 
Score: -24235082.000000 Penalty: 5991.623047
	Iteration 57Q: 3 clusters Score -2.423508e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 154341 members 
Entering Unmasked Estep 
Score: -24235556.000000 Penalty: 5991.623047
	Iteration 58Q: 3 clusters Score -2.423556e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 155657 members 
Entering Unmasked Estep 
Score: -24235864.000000 Penalty: 5991.623047
	Iteration 59Q: 3 clusters Score -2.423586e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 156874 members 
Entering Unmasked Estep 
Score: -24236336.000000 Penalty: 5991.623047
	Iteration 60F: 3 clusters Score -2.423634e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 158060 members 
Entering Unmasked Estep 
Score: -24236644.000000 Penalty: 5991.623047
	Iteration 61Q: 3 clusters Score -2.423664e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 159178 members 
Entering Unmasked Estep 
Score: -24236992.000000 Penalty: 5991.623047
	Iteration 62Q: 3 clusters Score -2.423699e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 160245 members 
Entering Unmasked Estep 
Score: -24237360.000000 Penalty: 5991.623047
	Iteration 63Q: 3 clusters Score -2.423736e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 161245 members 
Entering Unmasked Estep 
Score: -24237740.000000 Penalty: 5991.623047
	Iteration 64Q: 3 clusters Score -2.423774e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 162120 members 
Entering Unmasked Estep 
Score: -24238050.000000 Penalty: 5991.623047
	Iteration 65Q: 3 clusters Score -2.423805e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 162929 members 
Entering Unmasked Estep 
Score: -24238390.000000 Penalty: 5991.623047
	Iteration 66Q: 3 clusters Score -2.423839e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 163727 members 
Entering Unmasked Estep 
Score: -24238676.000000 Penalty: 5991.623047
	Iteration 67Q: 3 clusters Score -2.423868e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 164487 members 
Entering Unmasked Estep 
Score: -24239006.000000 Penalty: 5991.623047
	Iteration 68Q: 3 clusters Score -2.423901e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 165184 members 
Entering Unmasked Estep 
Score: -24239182.000000 Penalty: 5991.623047
	Iteration 69Q: 3 clusters Score -2.423918e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 165843 members 
Entering Unmasked Estep 
Score: -24239412.000000 Penalty: 5991.623047
	Iteration 70Q: 3 clusters Score -2.423941e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 166447 members 
Entering Unmasked Estep 
Score: -24239628.000000 Penalty: 5991.623047
	Iteration 71Q: 3 clusters Score -2.423963e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 167002 members 
Entering Unmasked Estep 
Score: -24239812.000000 Penalty: 5991.623047
	Iteration 72Q: 3 clusters Score -2.423981e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 167496 members 
Entering Unmasked Estep 
Score: -24240014.000000 Penalty: 5991.623047
	Iteration 73Q: 3 clusters Score -2.424001e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 167940 members 
Entering Unmasked Estep 
Score: -24240148.000000 Penalty: 5991.623047
	Iteration 74Q: 3 clusters Score -2.424015e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 168312 members 
Entering Unmasked Estep 
Score: -24240274.000000 Penalty: 5991.623047
	Iteration 75Q: 3 clusters Score -2.424027e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 168656 members 
Entering Unmasked Estep 
Score: -24240506.000000 Penalty: 5991.623047
	Iteration 76Q: 3 clusters Score -2.424051e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 168958 members 
Entering Unmasked Estep 
Score: -24240662.000000 Penalty: 5991.623047
	Iteration 77Q: 3 clusters Score -2.424066e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 169221 members 
Entering Unmasked Estep 
Score: -24240740.000000 Penalty: 5991.623047
	Iteration 78Q: 3 clusters Score -2.424074e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 169487 members 
Entering Unmasked Estep 
Score: -24240806.000000 Penalty: 5991.623047
	Iteration 79Q: 3 clusters Score -2.424081e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 169729 members 
Entering Unmasked Estep 
Score: -24240882.000000 Penalty: 5991.623047
	Iteration 80F: 3 clusters Score -2.424088e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 169945 members 
Entering Unmasked Estep 
Score: -24240908.000000 Penalty: 5991.623047
	Iteration 81Q: 3 clusters Score -2.424091e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 170136 members 
Entering Unmasked Estep 
Score: -24240986.000000 Penalty: 5991.623047
	Iteration 82Q: 3 clusters Score -2.424099e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 170296 members 
Entering Unmasked Estep 
Score: -24241018.000000 Penalty: 5991.623047
	Iteration 83Q: 3 clusters Score -2.424102e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 170433 members 
Entering Unmasked Estep 
Score: -24241058.000000 Penalty: 5991.623047
	Iteration 84Q: 3 clusters Score -2.424106e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 170540 members 
Entering Unmasked Estep 
Score: -24241088.000000 Penalty: 5991.623047
	Iteration 85Q: 3 clusters Score -2.424109e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 170609 members 
Entering Unmasked Estep 
Score: -24241114.000000 Penalty: 5991.623047
	Iteration 86Q: 3 clusters Score -2.424111e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 170667 members 
Entering Unmasked Estep 
Score: -24241128.000000 Penalty: 5991.623047
	Iteration 87Q: 3 clusters Score -2.424113e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 170732 members 
Entering Unmasked Estep 
Score: -24241144.000000 Penalty: 5991.623047
	Iteration 88Q: 3 clusters Score -2.424114e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 170793 members 
Entering Unmasked Estep 
Score: -24241136.000000 Penalty: 5991.623047
	Iteration 89Q: 3 clusters Score -2.424114e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 170846 members 
Entering Unmasked Estep 
Score: -24241156.000000 Penalty: 5991.623047
	Iteration 90Q: 3 clusters Score -2.424116e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 170913 members 
Entering Unmasked Estep 
Score: -24241204.000000 Penalty: 5991.623047
	Iteration 91Q: 3 clusters Score -2.42412e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -24241220.000000 Penalty: 5991.623047
	Iteration 92Q: 3 clusters Score -2.424122e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -24241262.000000 Penalty: 5991.623047
	Iteration 93Q: 3 clusters Score -2.424126e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 171051 members 
Entering Unmasked Estep 
Score: -24241268.000000 Penalty: 5991.623047
	Iteration 94Q: 3 clusters Score -2.424127e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -24241262.000000 Penalty: 5991.623047
	Iteration 95Q: 3 clusters Score -2.424126e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 171120 members 
Entering Unmasked Estep 
Score: -24241280.000000 Penalty: 5991.623047
	Iteration 96Q: 3 clusters Score -2.424128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 171150 members 
Entering Unmasked Estep 
Score: -24241296.000000 Penalty: 5991.623047
	Iteration 97Q: 3 clusters Score -2.42413e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 171180 members 
Entering Unmasked Estep 
Score: -24241250.000000 Penalty: 5991.623047
	Iteration 98Q: 3 clusters Score -2.424125e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 171210 members 
Entering Unmasked Estep 
Score: -24241302.000000 Penalty: 5991.623047
	Iteration 99Q: 3 clusters Score -2.42413e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 171240 members 
Entering Unmasked Estep 
Score: -24241296.000000 Penalty: 5991.623047
	Iteration 100F: 3 clusters Score -2.42413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 171266 members 
Entering Unmasked Estep 
Score: -24241294.000000 Penalty: 5991.623047
	Iteration 101Q: 3 clusters Score -2.424129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 171287 members 
Entering Unmasked Estep 
Score: -24241282.000000 Penalty: 5991.623047
	Iteration 102Q: 3 clusters Score -2.424128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 171317 members 
Entering Unmasked Estep 
Score: -24241300.000000 Penalty: 5991.623047
	Iteration 103Q: 3 clusters Score -2.42413e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 171338 members 
Entering Unmasked Estep 
Score: -24241286.000000 Penalty: 5991.623047
	Iteration 104Q: 3 clusters Score -2.424129e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 171362 members 
Entering Unmasked Estep 
Score: -24241326.000000 Penalty: 5991.623047
	Iteration 105Q: 3 clusters Score -2.424133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 171391 members 
Entering Unmasked Estep 
Score: -24241310.000000 Penalty: 5991.623047
	Iteration 106Q: 3 clusters Score -2.424131e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 171412 members 
Entering Unmasked Estep 
Score: -24241320.000000 Penalty: 5991.623047
	Iteration 107Q: 3 clusters Score -2.424132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 171437 members 
Entering Unmasked Estep 
Score: -24241346.000000 Penalty: 5991.623047
	Iteration 108Q: 3 clusters Score -2.424135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 171461 members 
Entering Unmasked Estep 
Score: -24241346.000000 Penalty: 5991.623047
	Iteration 109Q: 3 clusters Score -2.424135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -24241366.000000 Penalty: 5991.623047
	Iteration 110Q: 3 clusters Score -2.424137e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -24241354.000000 Penalty: 5991.623047
	Iteration 111Q: 3 clusters Score -2.424135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 171530 members 
Entering Unmasked Estep 
Score: -24241360.000000 Penalty: 5991.623047
	Iteration 112Q: 3 clusters Score -2.424136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 171547 members 
Entering Unmasked Estep 
Score: -24241356.000000 Penalty: 5991.623047
	Iteration 113Q: 3 clusters Score -2.424136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 171565 members 
Entering Unmasked Estep 
Score: -24241356.000000 Penalty: 5991.623047
	Iteration 114Q: 3 clusters Score -2.424136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -24241348.000000 Penalty: 5991.623047
	Iteration 115Q: 3 clusters Score -2.424135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
Score: -24241372.000000 Penalty: 5991.623047
	Iteration 116Q: 3 clusters Score -2.424137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 171593 members 
Entering Unmasked Estep 
Score: -24241366.000000 Penalty: 5991.623047
	Iteration 117Q: 3 clusters Score -2.424137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -24241362.000000 Penalty: 5991.623047
	Iteration 118Q: 3 clusters Score -2.424136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 171612 members 
Entering Unmasked Estep 
Score: -24241372.000000 Penalty: 5991.623047
	Iteration 119Q: 3 clusters Score -2.424137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 171618 members 
Entering Unmasked Estep 
Score: -24241372.000000 Penalty: 5991.623047
	Iteration 120F: 3 clusters Score -2.424137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 171621 members 
Entering Unmasked Estep 
Score: -24241368.000000 Penalty: 5991.623047
	Iteration 121Q: 3 clusters Score -2.424137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 171628 members 
Entering Unmasked Estep 
Score: -24241366.000000 Penalty: 5991.623047
	Iteration 122Q: 3 clusters Score -2.424137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 171636 members 
Entering Unmasked Estep 
Score: -24241372.000000 Penalty: 5991.623047
	Iteration 123Q: 3 clusters Score -2.424137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 171637 members 
Entering Unmasked Estep 
Score: -24241376.000000 Penalty: 5991.623047
	Iteration 124Q: 3 clusters Score -2.424138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -24241368.000000 Penalty: 5991.623047
	Iteration 125Q: 3 clusters Score -2.424137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 171641 members 
Entering Unmasked Estep 
Score: -24241376.000000 Penalty: 5991.623047
	Iteration 126Q: 3 clusters Score -2.424138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 171644 members 
Entering Unmasked Estep 
Score: -24241378.000000 Penalty: 5991.623047
	Iteration 127Q: 3 clusters Score -2.424138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 171646 members 
Entering Unmasked Estep 
Score: -24241370.000000 Penalty: 5991.623047
	Iteration 128Q: 3 clusters Score -2.424137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 171649 members 
Entering Unmasked Estep 
Score: -24241372.000000 Penalty: 5991.623047
	Iteration 129Q: 3 clusters Score -2.424137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -24241382.000000 Penalty: 5991.623047
	Iteration 130Q: 3 clusters Score -2.424138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 171654 members 
Entering Unmasked Estep 
Score: -24241386.000000 Penalty: 5991.623047
	Iteration 131Q: 3 clusters Score -2.424139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 171661 members 
Entering Unmasked Estep 
Score: -24241376.000000 Penalty: 5991.623047
	Iteration 132Q: 3 clusters Score -2.424138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -24241388.000000 Penalty: 5991.623047
	Iteration 133Q: 3 clusters Score -2.424139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 171672 members 
Entering Unmasked Estep 
Score: -24241396.000000 Penalty: 5991.623047
	Iteration 134Q: 3 clusters Score -2.42414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 171679 members 
Entering Unmasked Estep 
Score: -24241398.000000 Penalty: 5991.623047
	Iteration 135Q: 3 clusters Score -2.42414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 171688 members 
Entering Unmasked Estep 
Score: -24241404.000000 Penalty: 5991.623047
	Iteration 136Q: 3 clusters Score -2.42414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 171692 members 
Entering Unmasked Estep 
Score: -24241392.000000 Penalty: 5991.623047
	Iteration 137Q: 3 clusters Score -2.424139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 171699 members 
Entering Unmasked Estep 
Score: -24241396.000000 Penalty: 5991.623047
	Iteration 138Q: 3 clusters Score -2.42414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 171707 members 
Entering Unmasked Estep 
Score: -24241402.000000 Penalty: 5991.623047
	Iteration 139Q: 3 clusters Score -2.42414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 171713 members 
Entering Unmasked Estep 
Score: -24241422.000000 Penalty: 5991.623047
	Iteration 140F: 3 clusters Score -2.424142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 171716 members 
Entering Unmasked Estep 
Score: -24241420.000000 Penalty: 5991.623047
	Iteration 141Q: 3 clusters Score -2.424142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 171721 members 
Entering Unmasked Estep 
Score: -24241396.000000 Penalty: 5991.623047
	Iteration 142Q: 3 clusters Score -2.42414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 171723 members 
Entering Unmasked Estep 
Score: -24241396.000000 Penalty: 5991.623047
	Iteration 143Q: 3 clusters Score -2.42414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 171731 members 
Entering Unmasked Estep 
Score: -24241406.000000 Penalty: 5991.623047
	Iteration 144Q: 3 clusters Score -2.424141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 171739 members 
Entering Unmasked Estep 
Score: -24241418.000000 Penalty: 5991.623047
	Iteration 145Q: 3 clusters Score -2.424142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 171748 members 
Entering Unmasked Estep 
Score: -24241416.000000 Penalty: 5991.623047
	Iteration 146Q: 3 clusters Score -2.424142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 171755 members 
Entering Unmasked Estep 
Score: -24241416.000000 Penalty: 5991.623047
	Iteration 147Q: 3 clusters Score -2.424142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 171762 members 
Entering Unmasked Estep 
Score: -24241420.000000 Penalty: 5991.623047
	Iteration 148Q: 3 clusters Score -2.424142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 171773 members 
Entering Unmasked Estep 
Score: -24241404.000000 Penalty: 5991.623047
	Iteration 149Q: 3 clusters Score -2.42414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 171786 members 
Entering Unmasked Estep 
Score: -24241418.000000 Penalty: 5991.623047
	Iteration 150Q: 3 clusters Score -2.424142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 171799 members 
Entering Unmasked Estep 
Score: -24241430.000000 Penalty: 5991.623047
	Iteration 151Q: 3 clusters Score -2.424143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 171814 members 
Entering Unmasked Estep 
Score: -24241420.000000 Penalty: 5991.623047
	Iteration 152Q: 3 clusters Score -2.424142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 171822 members 
Entering Unmasked Estep 
Score: -24241420.000000 Penalty: 5991.623047
	Iteration 153Q: 3 clusters Score -2.424142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 171826 members 
Entering Unmasked Estep 
Score: -24241416.000000 Penalty: 5991.623047
	Iteration 154Q: 3 clusters Score -2.424142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 171830 members 
Entering Unmasked Estep 
Score: -24241432.000000 Penalty: 5991.623047
	Iteration 155Q: 3 clusters Score -2.424143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 171834 members 
Entering Unmasked Estep 
Score: -24241432.000000 Penalty: 5991.623047
	Iteration 156Q: 3 clusters Score -2.424143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 171838 members 
Entering Unmasked Estep 
Score: -24241430.000000 Penalty: 5991.623047
	Iteration 157Q: 3 clusters Score -2.424143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 171839 members 
Entering Unmasked Estep 
Score: -24241436.000000 Penalty: 5991.623047
	Iteration 158Q: 3 clusters Score -2.424144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 171840 members 
Entering Unmasked Estep 
Score: -24241442.000000 Penalty: 5991.623047
	Iteration 159Q: 3 clusters Score -2.424144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 171843 members 
Entering Unmasked Estep 
Score: -24241448.000000 Penalty: 5991.623047
	Iteration 160F: 3 clusters Score -2.424145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 171848 members 
Entering Unmasked Estep 
Score: -24241432.000000 Penalty: 5991.623047
	Iteration 161Q: 3 clusters Score -2.424143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 171856 members 
Entering Unmasked Estep 
Score: -24241444.000000 Penalty: 5991.623047
	Iteration 162Q: 3 clusters Score -2.424144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 171867 members 
Entering Unmasked Estep 
Score: -24241442.000000 Penalty: 5991.623047
	Iteration 163Q: 3 clusters Score -2.424144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 171875 members 
Entering Unmasked Estep 
Score: -24241460.000000 Penalty: 5991.623047
	Iteration 164Q: 3 clusters Score -2.424146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 171881 members 
Entering Unmasked Estep 
Score: -24241452.000000 Penalty: 5991.623047
	Iteration 165Q: 3 clusters Score -2.424145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 171891 members 
Entering Unmasked Estep 
Score: -24241470.000000 Penalty: 5991.623047
	Iteration 166Q: 3 clusters Score -2.424147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 171896 members 
Entering Unmasked Estep 
Score: -24241460.000000 Penalty: 5991.623047
	Iteration 167Q: 3 clusters Score -2.424146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 171901 members 
Entering Unmasked Estep 
Score: -24241452.000000 Penalty: 5991.623047
	Iteration 168Q: 3 clusters Score -2.424145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 171904 members 
Entering Unmasked Estep 
Score: -24241450.000000 Penalty: 5991.623047
	Iteration 169Q: 3 clusters Score -2.424145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -24241462.000000 Penalty: 5991.623047
	Iteration 170Q: 3 clusters Score -2.424146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 171910 members 
Entering Unmasked Estep 
Score: -24241472.000000 Penalty: 5991.623047
	Iteration 171Q: 3 clusters Score -2.424147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 171916 members 
Entering Unmasked Estep 
Score: -24241456.000000 Penalty: 5991.623047
	Iteration 172Q: 3 clusters Score -2.424146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 171925 members 
Entering Unmasked Estep 
Score: -24241476.000000 Penalty: 5991.623047
	Iteration 173Q: 3 clusters Score -2.424148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 171931 members 
Entering Unmasked Estep 
Score: -24241476.000000 Penalty: 5991.623047
	Iteration 174Q: 3 clusters Score -2.424148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 171933 members 
Entering Unmasked Estep 
Score: -24241484.000000 Penalty: 5991.623047
	Iteration 175Q: 3 clusters Score -2.424148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 171937 members 
Entering Unmasked Estep 
Score: -24241478.000000 Penalty: 5991.623047
	Iteration 176Q: 3 clusters Score -2.424148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 171939 members 
Entering Unmasked Estep 
Score: -24241480.000000 Penalty: 5991.623047
	Iteration 177Q: 3 clusters Score -2.424148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 171942 members 
Entering Unmasked Estep 
Score: -24241480.000000 Penalty: 5991.623047
	Iteration 178Q: 3 clusters Score -2.424148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 171945 members 
Entering Unmasked Estep 
Score: -24241480.000000 Penalty: 5991.623047
	Iteration 179Q: 3 clusters Score -2.424148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 171947 members 
Entering Unmasked Estep 
Score: -24241484.000000 Penalty: 5991.623047
	Iteration 180F: 3 clusters Score -2.424148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 171949 members 
Entering Unmasked Estep 
Score: -24241484.000000 Penalty: 5991.623047
	Iteration 181Q: 3 clusters Score -2.424148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 171951 members 
Entering Unmasked Estep 
Score: -24241484.000000 Penalty: 5991.623047
	Iteration 182Q: 3 clusters Score -2.424148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 171952 members 
Entering Unmasked Estep 
Score: -24241482.000000 Penalty: 5991.623047
	Iteration 183Q: 3 clusters Score -2.424148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 171953 members 
Entering Unmasked Estep 
Score: -24241484.000000 Penalty: 5991.623047
	Iteration 184Q: 3 clusters Score -2.424148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 171958 members 
Entering Unmasked Estep 
Score: -24241506.000000 Penalty: 5991.623047
	Iteration 185Q: 3 clusters Score -2.424151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 171962 members 
Entering Unmasked Estep 
Score: -24241488.000000 Penalty: 5991.623047
	Iteration 186Q: 3 clusters Score -2.424149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 171966 members 
Entering Unmasked Estep 
Score: -24241486.000000 Penalty: 5991.623047
	Iteration 187Q: 3 clusters Score -2.424149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 171968 members 
Entering Unmasked Estep 
Score: -24241480.000000 Penalty: 5991.623047
	Iteration 188Q: 3 clusters Score -2.424148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 171969 members 
Entering Unmasked Estep 
Score: -24241476.000000 Penalty: 5991.623047
	Iteration 189Q: 3 clusters Score -2.424148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 171970 members 
Entering Unmasked Estep 
Score: -24241480.000000 Penalty: 5991.623047
	Iteration 190Q: 3 clusters Score -2.424148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 171970 members 
Entering Unmasked Estep 
Score: -24241480.000000 Penalty: 5991.623047
	Iteration 191F: 3 clusters Score -2.424148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (100718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Entering Unmasked Estep 
Score: -13970851.000000 Penalty: 2856.979736
	Iteration 0F: 2 clusters Score -1.397085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -13903510.000000 Penalty: 5713.959473
	Iteration 0F: 3 clusters Score -1.390351e+07 nChanged 47468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -13930513.000000 Penalty: 5713.959473
	Iteration 1F: 3 clusters Score -1.393051e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -13931213.000000 Penalty: 5713.959473
	Iteration 2Q: 3 clusters Score -1.393121e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -13931996.000000 Penalty: 5713.959473
	Iteration 3Q: 3 clusters Score -1.3932e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -13933104.000000 Penalty: 5713.959473
	Iteration 4Q: 3 clusters Score -1.39331e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -13934748.000000 Penalty: 5713.959473
	Iteration 5Q: 3 clusters Score -1.393475e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -13937477.000000 Penalty: 5713.959473
	Iteration 6F: 3 clusters Score -1.393748e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 70921 members 
Entering Unmasked Estep 
Score: -13941651.000000 Penalty: 5713.959473
	Iteration 7F: 3 clusters Score -1.394165e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -13947653.000000 Penalty: 5713.959473
	Iteration 8F: 3 clusters Score -1.394765e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 86136 members 
Entering Unmasked Estep 
Score: -13954605.000000 Penalty: 5713.959473
	Iteration 9F: 3 clusters Score -1.39546e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 92827 members 
Entering Unmasked Estep 
Score: -13961011.000000 Penalty: 5713.959473
	Iteration 10F: 3 clusters Score -1.396101e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 97200 members 
Entering Unmasked Estep 
Score: -13965216.000000 Penalty: 5713.959473
	Iteration 11Q: 3 clusters Score -1.396522e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -13967087.000000 Penalty: 5713.959473
	Iteration 12Q: 3 clusters Score -1.396709e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 100046 members 
Entering Unmasked Estep 
Score: -13967737.000000 Penalty: 5713.959473
	Iteration 13Q: 3 clusters Score -1.396774e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -13968002.000000 Penalty: 5713.959473
	Iteration 14Q: 3 clusters Score -1.3968e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
Score: -13968119.000000 Penalty: 5713.959473
	Iteration 15Q: 3 clusters Score -1.396812e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -13968210.000000 Penalty: 5713.959473
	Iteration 16Q: 3 clusters Score -1.396821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -13968263.000000 Penalty: 5713.959473
	Iteration 17Q: 3 clusters Score -1.396826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 100481 members 
Entering Unmasked Estep 
Score: -13968292.000000 Penalty: 5713.959473
	Iteration 18Q: 3 clusters Score -1.396829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -13968301.000000 Penalty: 5713.959473
	Iteration 19Q: 3 clusters Score -1.39683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -13968314.000000 Penalty: 5713.959473
	Iteration 20F: 3 clusters Score -1.396831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -13968323.000000 Penalty: 5713.959473
	Iteration 21Q: 3 clusters Score -1.396832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -13968323.000000 Penalty: 5713.959473
	Iteration 22Q: 3 clusters Score -1.396832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -13968332.000000 Penalty: 5713.959473
	Iteration 23Q: 3 clusters Score -1.396833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -13968334.000000 Penalty: 5713.959473
	Iteration 24Q: 3 clusters Score -1.396833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -13968347.000000 Penalty: 5713.959473
	Iteration 25Q: 3 clusters Score -1.396835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -13968343.000000 Penalty: 5713.959473
	Iteration 26Q: 3 clusters Score -1.396834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -13968343.000000 Penalty: 5713.959473
	Iteration 27F: 3 clusters Score -1.396834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (210829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210829 members 
Entering Unmasked Estep 
Score: -29019538.000000 Penalty: 3040.183105
	Iteration 0F: 2 clusters Score -2.901954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 105456 members 
Entering Unmasked Estep 
Score: -28886154.000000 Penalty: 6080.366211
	Iteration 0F: 3 clusters Score -2.888615e+07 nChanged 101324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106003 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -28945306.000000 Penalty: 6080.366211
	Iteration 1F: 3 clusters Score -2.894531e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106366 members 
Mstep: Class 2 contains 104463 members 
Entering Unmasked Estep 
Score: -28946526.000000 Penalty: 6080.366211
	Iteration 2Q: 3 clusters Score -2.894653e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 103905 members 
Entering Unmasked Estep 
Score: -28947812.000000 Penalty: 6080.366211
	Iteration 3Q: 3 clusters Score -2.894781e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 102984 members 
Entering Unmasked Estep 
Score: -28949746.000000 Penalty: 6080.366211
	Iteration 4Q: 3 clusters Score -2.894975e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109074 members 
Mstep: Class 2 contains 101755 members 
Entering Unmasked Estep 
Score: -28951926.000000 Penalty: 6080.366211
	Iteration 5Q: 3 clusters Score -2.895193e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 100209 members 
Entering Unmasked Estep 
Score: -28954596.000000 Penalty: 6080.366211
	Iteration 6Q: 3 clusters Score -2.89546e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112675 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -28957980.000000 Penalty: 6080.366211
	Iteration 7Q: 3 clusters Score -2.895798e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115136 members 
Mstep: Class 2 contains 95693 members 
Entering Unmasked Estep 
Score: -28962944.000000 Penalty: 6080.366211
	Iteration 8Q: 3 clusters Score -2.896294e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 92961 members 
Entering Unmasked Estep 
Score: -28969216.000000 Penalty: 6080.366211
	Iteration 9Q: 3 clusters Score -2.896922e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120712 members 
Mstep: Class 2 contains 90117 members 
Entering Unmasked Estep 
Score: -28976728.000000 Penalty: 6080.366211
	Iteration 10F: 3 clusters Score -2.897673e+07 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123235 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -28984124.000000 Penalty: 6080.366211
	Iteration 11F: 3 clusters Score -2.898412e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125476 members 
Mstep: Class 2 contains 85353 members 
Entering Unmasked Estep 
Score: -28988706.000000 Penalty: 6080.366211
	Iteration 12Q: 3 clusters Score -2.898871e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127463 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -28991264.000000 Penalty: 6080.366211
	Iteration 13Q: 3 clusters Score -2.899126e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129410 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -28992320.000000 Penalty: 6080.366211
	Iteration 14Q: 3 clusters Score -2.899232e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131254 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -28992908.000000 Penalty: 6080.366211
	Iteration 15Q: 3 clusters Score -2.899291e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132989 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -28993422.000000 Penalty: 6080.366211
	Iteration 16Q: 3 clusters Score -2.899342e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134533 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -28993880.000000 Penalty: 6080.366211
	Iteration 17Q: 3 clusters Score -2.899388e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135975 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -28994380.000000 Penalty: 6080.366211
	Iteration 18Q: 3 clusters Score -2.899438e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137370 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -28994648.000000 Penalty: 6080.366211
	Iteration 19Q: 3 clusters Score -2.899465e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138722 members 
Mstep: Class 2 contains 72107 members 
Entering Unmasked Estep 
Score: -28994964.000000 Penalty: 6080.366211
	Iteration 20F: 3 clusters Score -2.899496e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140132 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -28995270.000000 Penalty: 6080.366211
	Iteration 21Q: 3 clusters Score -2.899527e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141496 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -28995506.000000 Penalty: 6080.366211
	Iteration 22Q: 3 clusters Score -2.899551e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142958 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -28995904.000000 Penalty: 6080.366211
	Iteration 23Q: 3 clusters Score -2.89959e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144387 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -28996342.000000 Penalty: 6080.366211
	Iteration 24Q: 3 clusters Score -2.899634e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145853 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -28996612.000000 Penalty: 6080.366211
	Iteration 25Q: 3 clusters Score -2.899661e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147346 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -28996936.000000 Penalty: 6080.366211
	Iteration 26Q: 3 clusters Score -2.899694e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148881 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -28997144.000000 Penalty: 6080.366211
	Iteration 27Q: 3 clusters Score -2.899714e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150349 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -28997378.000000 Penalty: 6080.366211
	Iteration 28Q: 3 clusters Score -2.899738e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151940 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -28997718.000000 Penalty: 6080.366211
	Iteration 29Q: 3 clusters Score -2.899772e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153660 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -28998064.000000 Penalty: 6080.366211
	Iteration 30Q: 3 clusters Score -2.899806e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155384 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -28998438.000000 Penalty: 6080.366211
	Iteration 31Q: 3 clusters Score -2.899844e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157118 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -28998918.000000 Penalty: 6080.366211
	Iteration 32Q: 3 clusters Score -2.899892e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -28999298.000000 Penalty: 6080.366211
	Iteration 33Q: 3 clusters Score -2.89993e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160748 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -28999604.000000 Penalty: 6080.366211
	Iteration 34Q: 3 clusters Score -2.89996e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162632 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -28999794.000000 Penalty: 6080.366211
	Iteration 35Q: 3 clusters Score -2.899979e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164505 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -29000176.000000 Penalty: 6080.366211
	Iteration 36Q: 3 clusters Score -2.900018e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166431 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -29000532.000000 Penalty: 6080.366211
	Iteration 37Q: 3 clusters Score -2.900053e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168396 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -29001014.000000 Penalty: 6080.366211
	Iteration 38Q: 3 clusters Score -2.900101e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170504 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -29001556.000000 Penalty: 6080.366211
	Iteration 39Q: 3 clusters Score -2.900156e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -29002256.000000 Penalty: 6080.366211
	Iteration 40F: 3 clusters Score -2.900226e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174744 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -29002894.000000 Penalty: 6080.366211
	Iteration 41Q: 3 clusters Score -2.900289e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176896 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -29003414.000000 Penalty: 6080.366211
	Iteration 42Q: 3 clusters Score -2.900341e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179139 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -29004100.000000 Penalty: 6080.366211
	Iteration 43Q: 3 clusters Score -2.90041e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181455 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -29004908.000000 Penalty: 6080.366211
	Iteration 44Q: 3 clusters Score -2.900491e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183816 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -29005696.000000 Penalty: 6080.366211
	Iteration 45Q: 3 clusters Score -2.90057e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186110 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -29006480.000000 Penalty: 6080.366211
	Iteration 46Q: 3 clusters Score -2.900648e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188454 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -29007340.000000 Penalty: 6080.366211
	Iteration 47Q: 3 clusters Score -2.900734e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190724 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -29008152.000000 Penalty: 6080.366211
	Iteration 48Q: 3 clusters Score -2.900815e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192846 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -29009018.000000 Penalty: 6080.366211
	Iteration 49Q: 3 clusters Score -2.900902e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194829 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -29009830.000000 Penalty: 6080.366211
	Iteration 50Q: 3 clusters Score -2.900983e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196756 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -29010520.000000 Penalty: 6080.366211
	Iteration 51Q: 3 clusters Score -2.901052e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198551 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -29011226.000000 Penalty: 6080.366211
	Iteration 52Q: 3 clusters Score -2.901123e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200101 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -29011834.000000 Penalty: 6080.366211
	Iteration 53Q: 3 clusters Score -2.901183e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201433 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -29012374.000000 Penalty: 6080.366211
	Iteration 54Q: 3 clusters Score -2.901237e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202605 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -29013012.000000 Penalty: 6080.366211
	Iteration 55Q: 3 clusters Score -2.901301e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203669 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -29013578.000000 Penalty: 6080.366211
	Iteration 56Q: 3 clusters Score -2.901358e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204658 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -29014142.000000 Penalty: 6080.366211
	Iteration 57Q: 3 clusters Score -2.901414e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205466 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -29014622.000000 Penalty: 6080.366211
	Iteration 58Q: 3 clusters Score -2.901462e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206138 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -29014846.000000 Penalty: 6080.366211
	Iteration 59Q: 3 clusters Score -2.901485e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206688 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -29015218.000000 Penalty: 6080.366211
	Iteration 60F: 3 clusters Score -2.901522e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207139 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -29015460.000000 Penalty: 6080.366211
	Iteration 61Q: 3 clusters Score -2.901546e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207510 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -29015600.000000 Penalty: 6080.366211
	Iteration 62Q: 3 clusters Score -2.90156e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207813 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -29015872.000000 Penalty: 6080.366211
	Iteration 63Q: 3 clusters Score -2.901587e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208099 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -29015992.000000 Penalty: 6080.366211
	Iteration 64Q: 3 clusters Score -2.901599e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208334 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -29016078.000000 Penalty: 6080.366211
	Iteration 65Q: 3 clusters Score -2.901608e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208528 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -29016126.000000 Penalty: 6080.366211
	Iteration 66Q: 3 clusters Score -2.901613e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208672 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -29016142.000000 Penalty: 6080.366211
	Iteration 67Q: 3 clusters Score -2.901614e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208790 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -29016182.000000 Penalty: 6080.366211
	Iteration 68Q: 3 clusters Score -2.901618e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208900 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -29016266.000000 Penalty: 6080.366211
	Iteration 69Q: 3 clusters Score -2.901627e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208989 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -29016388.000000 Penalty: 6080.366211
	Iteration 70Q: 3 clusters Score -2.901639e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209077 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -29016434.000000 Penalty: 6080.366211
	Iteration 71Q: 3 clusters Score -2.901643e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209145 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -29016458.000000 Penalty: 6080.366211
	Iteration 72Q: 3 clusters Score -2.901646e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209216 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -29016496.000000 Penalty: 6080.366211
	Iteration 73Q: 3 clusters Score -2.90165e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209278 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -29016526.000000 Penalty: 6080.366211
	Iteration 74Q: 3 clusters Score -2.901653e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209323 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -29016552.000000 Penalty: 6080.366211
	Iteration 75Q: 3 clusters Score -2.901655e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209361 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -29016570.000000 Penalty: 6080.366211
	Iteration 76Q: 3 clusters Score -2.901657e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209394 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -29016590.000000 Penalty: 6080.366211
	Iteration 77Q: 3 clusters Score -2.901659e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209426 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -29016644.000000 Penalty: 6080.366211
	Iteration 78Q: 3 clusters Score -2.901664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209456 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -29016652.000000 Penalty: 6080.366211
	Iteration 79Q: 3 clusters Score -2.901665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209486 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -29016652.000000 Penalty: 6080.366211
	Iteration 80F: 3 clusters Score -2.901665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209504 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -29016666.000000 Penalty: 6080.366211
	Iteration 81Q: 3 clusters Score -2.901667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209521 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -29016680.000000 Penalty: 6080.366211
	Iteration 82Q: 3 clusters Score -2.901668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209530 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -29016706.000000 Penalty: 6080.366211
	Iteration 83Q: 3 clusters Score -2.901671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209535 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -29016688.000000 Penalty: 6080.366211
	Iteration 84Q: 3 clusters Score -2.901669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209549 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -29016672.000000 Penalty: 6080.366211
	Iteration 85Q: 3 clusters Score -2.901667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209562 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -29016688.000000 Penalty: 6080.366211
	Iteration 86Q: 3 clusters Score -2.901669e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209580 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -29016672.000000 Penalty: 6080.366211
	Iteration 87Q: 3 clusters Score -2.901667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209594 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -29016668.000000 Penalty: 6080.366211
	Iteration 88Q: 3 clusters Score -2.901667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209615 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -29016692.000000 Penalty: 6080.366211
	Iteration 89Q: 3 clusters Score -2.901669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209630 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -29016708.000000 Penalty: 6080.366211
	Iteration 90Q: 3 clusters Score -2.901671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209634 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -29016698.000000 Penalty: 6080.366211
	Iteration 91Q: 3 clusters Score -2.90167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209639 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -29016716.000000 Penalty: 6080.366211
	Iteration 92Q: 3 clusters Score -2.901672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209647 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -29016726.000000 Penalty: 6080.366211
	Iteration 93Q: 3 clusters Score -2.901673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209652 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -29016724.000000 Penalty: 6080.366211
	Iteration 94Q: 3 clusters Score -2.901672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209655 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -29016732.000000 Penalty: 6080.366211
	Iteration 95Q: 3 clusters Score -2.901673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209659 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -29016728.000000 Penalty: 6080.366211
	Iteration 96Q: 3 clusters Score -2.901673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209665 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -29016712.000000 Penalty: 6080.366211
	Iteration 97Q: 3 clusters Score -2.901671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209669 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -29016716.000000 Penalty: 6080.366211
	Iteration 98Q: 3 clusters Score -2.901672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209674 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -29016726.000000 Penalty: 6080.366211
	Iteration 99Q: 3 clusters Score -2.901673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209680 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -29016736.000000 Penalty: 6080.366211
	Iteration 100F: 3 clusters Score -2.901674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209685 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -29016746.000000 Penalty: 6080.366211
	Iteration 101Q: 3 clusters Score -2.901675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209690 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -29016732.000000 Penalty: 6080.366211
	Iteration 102Q: 3 clusters Score -2.901673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209694 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -29016732.000000 Penalty: 6080.366211
	Iteration 103Q: 3 clusters Score -2.901673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209695 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -29016732.000000 Penalty: 6080.366211
	Iteration 104Q: 3 clusters Score -2.901673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209701 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -29016760.000000 Penalty: 6080.366211
	Iteration 105Q: 3 clusters Score -2.901676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209702 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -29016758.000000 Penalty: 6080.366211
	Iteration 106Q: 3 clusters Score -2.901676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209702 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -29016752.000000 Penalty: 6080.366211
	Iteration 107Q: 3 clusters Score -2.901675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209704 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -29016740.000000 Penalty: 6080.366211
	Iteration 108Q: 3 clusters Score -2.901674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209705 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -29016728.000000 Penalty: 6080.366211
	Iteration 109Q: 3 clusters Score -2.901673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209705 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -29016744.000000 Penalty: 6080.366211
	Iteration 110Q: 3 clusters Score -2.901674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209705 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -29016734.000000 Penalty: 6080.366211
	Iteration 111Q: 3 clusters Score -2.901673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209706 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -29016748.000000 Penalty: 6080.366211
	Iteration 112Q: 3 clusters Score -2.901675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209706 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -29016748.000000 Penalty: 6080.366211
	Iteration 113F: 3 clusters Score -2.901675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -434981.781250 Penalty: 2008.764893
	Iteration 0F: 2 clusters Score -434981.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -431535.312500 Penalty: 4017.529785
	Iteration 0F: 3 clusters Score -431535.3 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -432217.031250 Penalty: 4017.529785
	Iteration 1F: 3 clusters Score -432217 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -432405.531250 Penalty: 4017.529785
	Iteration 2F: 3 clusters Score -432405.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -432567.937500 Penalty: 4017.529785
	Iteration 3F: 3 clusters Score -432567.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -432693.781250 Penalty: 4017.529785
	Iteration 4Q: 3 clusters Score -432693.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -432797.781250 Penalty: 4017.529785
	Iteration 5Q: 3 clusters Score -432797.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -432886.187500 Penalty: 4017.529785
	Iteration 6Q: 3 clusters Score -432886.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -432950.781250 Penalty: 4017.529785
	Iteration 7Q: 3 clusters Score -432950.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -433006.593750 Penalty: 4017.529785
	Iteration 8Q: 3 clusters Score -433006.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -433060.187500 Penalty: 4017.529785
	Iteration 9Q: 3 clusters Score -433060.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -433110.343750 Penalty: 4017.529785
	Iteration 10Q: 3 clusters Score -433110.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -433148.875000 Penalty: 4017.529785
	Iteration 11Q: 3 clusters Score -433148.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -433190.750000 Penalty: 4017.529785
	Iteration 12Q: 3 clusters Score -433190.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -433232.093750 Penalty: 4017.529785
	Iteration 13Q: 3 clusters Score -433232.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -433266.812500 Penalty: 4017.529785
	Iteration 14Q: 3 clusters Score -433266.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -433291.250000 Penalty: 4017.529785
	Iteration 15Q: 3 clusters Score -433291.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -433315.500000 Penalty: 4017.529785
	Iteration 16Q: 3 clusters Score -433315.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -433337.562500 Penalty: 4017.529785
	Iteration 17Q: 3 clusters Score -433337.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -433362.593750 Penalty: 4017.529785
	Iteration 18Q: 3 clusters Score -433362.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -433379.906250 Penalty: 4017.529785
	Iteration 19Q: 3 clusters Score -433379.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -433393.500000 Penalty: 4017.529785
	Iteration 20F: 3 clusters Score -433393.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -433405.250000 Penalty: 4017.529785
	Iteration 21Q: 3 clusters Score -433405.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -433416.375000 Penalty: 4017.529785
	Iteration 22Q: 3 clusters Score -433416.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -433427.375000 Penalty: 4017.529785
	Iteration 23Q: 3 clusters Score -433427.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -433435.875000 Penalty: 4017.529785
	Iteration 24Q: 3 clusters Score -433435.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -433442.781250 Penalty: 4017.529785
	Iteration 25Q: 3 clusters Score -433442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -433448.218750 Penalty: 4017.529785
	Iteration 26Q: 3 clusters Score -433448.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -433455.312500 Penalty: 4017.529785
	Iteration 27Q: 3 clusters Score -433455.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -433463.093750 Penalty: 4017.529785
	Iteration 28Q: 3 clusters Score -433463.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -433470.062500 Penalty: 4017.529785
	Iteration 29Q: 3 clusters Score -433470.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -433473.375000 Penalty: 4017.529785
	Iteration 30Q: 3 clusters Score -433473.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -433477.406250 Penalty: 4017.529785
	Iteration 31Q: 3 clusters Score -433477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -433480.468750 Penalty: 4017.529785
	Iteration 32Q: 3 clusters Score -433480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -433483.593750 Penalty: 4017.529785
	Iteration 33Q: 3 clusters Score -433483.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -433485.781250 Penalty: 4017.529785
	Iteration 34Q: 3 clusters Score -433485.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -433487.531250 Penalty: 4017.529785
	Iteration 35Q: 3 clusters Score -433487.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -433490.625000 Penalty: 4017.529785
	Iteration 36Q: 3 clusters Score -433490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -433491.781250 Penalty: 4017.529785
	Iteration 37Q: 3 clusters Score -433491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -433493.375000 Penalty: 4017.529785
	Iteration 38Q: 3 clusters Score -433493.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -433494.187500 Penalty: 4017.529785
	Iteration 39Q: 3 clusters Score -433494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -433494.812500 Penalty: 4017.529785
	Iteration 40F: 3 clusters Score -433494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Entering Unmasked Estep 
Score: -3119315.500000 Penalty: 2483.516357
	Iteration 0F: 2 clusters Score -3119316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3103740.500000 Penalty: 4967.032715
	Iteration 0F: 3 clusters Score -3103740 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3108926.750000 Penalty: 4967.032715
	Iteration 1F: 3 clusters Score -3108927 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3109288.500000 Penalty: 4967.032715
	Iteration 2Q: 3 clusters Score -3109288 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3109579.000000 Penalty: 4967.032715
	Iteration 3Q: 3 clusters Score -3109579 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3109829.250000 Penalty: 4967.032715
	Iteration 4Q: 3 clusters Score -3109829 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3110042.250000 Penalty: 4967.032715
	Iteration 5Q: 3 clusters Score -3110042 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3110241.750000 Penalty: 4967.032715
	Iteration 6Q: 3 clusters Score -3110242 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3110444.750000 Penalty: 4967.032715
	Iteration 7Q: 3 clusters Score -3110445 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3110684.250000 Penalty: 4967.032715
	Iteration 8Q: 3 clusters Score -3110684 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3110966.250000 Penalty: 4967.032715
	Iteration 9Q: 3 clusters Score -3110966 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3111311.750000 Penalty: 4967.032715
	Iteration 10Q: 3 clusters Score -3111312 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3111717.000000 Penalty: 4967.032715
	Iteration 11Q: 3 clusters Score -3111717 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3112288.250000 Penalty: 4967.032715
	Iteration 12Q: 3 clusters Score -3112288 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3112964.000000 Penalty: 4967.032715
	Iteration 13Q: 3 clusters Score -3112964 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3113756.500000 Penalty: 4967.032715
	Iteration 14Q: 3 clusters Score -3113756 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3114444.000000 Penalty: 4967.032715
	Iteration 15Q: 3 clusters Score -3114444 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3115002.000000 Penalty: 4967.032715
	Iteration 16Q: 3 clusters Score -3115002 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3115391.000000 Penalty: 4967.032715
	Iteration 17Q: 3 clusters Score -3115391 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3115711.500000 Penalty: 4967.032715
	Iteration 18Q: 3 clusters Score -3115712 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3115951.250000 Penalty: 4967.032715
	Iteration 19Q: 3 clusters Score -3115951 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3116131.750000 Penalty: 4967.032715
	Iteration 20F: 3 clusters Score -3116132 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -3116297.250000 Penalty: 4967.032715
	Iteration 21Q: 3 clusters Score -3116297 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -3116461.750000 Penalty: 4967.032715
	Iteration 22Q: 3 clusters Score -3116462 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3116582.500000 Penalty: 4967.032715
	Iteration 23Q: 3 clusters Score -3116582 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3116669.250000 Penalty: 4967.032715
	Iteration 24Q: 3 clusters Score -3116669 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3116762.500000 Penalty: 4967.032715
	Iteration 25Q: 3 clusters Score -3116762 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3116808.500000 Penalty: 4967.032715
	Iteration 26Q: 3 clusters Score -3116808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3116868.750000 Penalty: 4967.032715
	Iteration 27Q: 3 clusters Score -3116869 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3116917.250000 Penalty: 4967.032715
	Iteration 28Q: 3 clusters Score -3116917 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3116958.000000 Penalty: 4967.032715
	Iteration 29Q: 3 clusters Score -3116958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -3116991.500000 Penalty: 4967.032715
	Iteration 30Q: 3 clusters Score -3116992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -3117024.750000 Penalty: 4967.032715
	Iteration 31Q: 3 clusters Score -3117025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3117041.500000 Penalty: 4967.032715
	Iteration 32Q: 3 clusters Score -3117042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3117058.750000 Penalty: 4967.032715
	Iteration 33Q: 3 clusters Score -3117059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3117078.500000 Penalty: 4967.032715
	Iteration 34Q: 3 clusters Score -3117078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -3117091.500000 Penalty: 4967.032715
	Iteration 35Q: 3 clusters Score -3117092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3117098.500000 Penalty: 4967.032715
	Iteration 36Q: 3 clusters Score -3117098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3117101.000000 Penalty: 4967.032715
	Iteration 37Q: 3 clusters Score -3117101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -3117109.250000 Penalty: 4967.032715
	Iteration 38Q: 3 clusters Score -3117109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3117120.250000 Penalty: 4967.032715
	Iteration 39Q: 3 clusters Score -3117120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -3117131.000000 Penalty: 4967.032715
	Iteration 40F: 3 clusters Score -3117131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3117147.750000 Penalty: 4967.032715
	Iteration 41Q: 3 clusters Score -3117148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3117154.500000 Penalty: 4967.032715
	Iteration 42Q: 3 clusters Score -3117154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3117164.500000 Penalty: 4967.032715
	Iteration 43Q: 3 clusters Score -3117164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -3117166.750000 Penalty: 4967.032715
	Iteration 44Q: 3 clusters Score -3117167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3117172.500000 Penalty: 4967.032715
	Iteration 45Q: 3 clusters Score -3117172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3117173.500000 Penalty: 4967.032715
	Iteration 46Q: 3 clusters Score -3117174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3117173.500000 Penalty: 4967.032715
	Iteration 47F: 3 clusters Score -3117174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -111208.390625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -111208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -109367.320312 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -109367.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -109842.921875 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -109842.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110112.398438 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -110112.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -110287.421875 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -110287.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110404.906250 Penalty: 3398.187744
	Iteration 4Q: 3 clusters Score -110404.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -110503.429688 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -110503.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110562.492188 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -110562.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110620.773438 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -110620.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110688.914062 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -110688.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -110716.976562 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -110717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110747.492188 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -110747.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -110788.679688 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -110788.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110816.773438 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -110816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110837.195312 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -110837.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -110863.781250 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -110863.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -110899.546875 Penalty: 3398.187744
	Iteration 15Q: 3 clusters Score -110899.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110957.429688 Penalty: 3398.187744
	Iteration 16Q: 3 clusters Score -110957.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111002.328125 Penalty: 3398.187744
	Iteration 17Q: 3 clusters Score -111002.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111051.671875 Penalty: 3398.187744
	Iteration 18Q: 3 clusters Score -111051.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111147.726562 Penalty: 3398.187744
	Iteration 19Q: 3 clusters Score -111147.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111319.546875 Penalty: 3398.187744
	Iteration 20F: 3 clusters Score -111319.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111485.484375 Penalty: 3398.187744
	Iteration 21Q: 3 clusters Score -111485.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111524.460938 Penalty: 3398.187744
	Iteration 22Q: 3 clusters Score -111524.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111554.460938 Penalty: 3398.187744
	Iteration 23Q: 3 clusters Score -111554.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111562.273438 Penalty: 3398.187744
	Iteration 24Q: 3 clusters Score -111562.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111564.062500 Penalty: 3398.187744
	Iteration 25Q: 3 clusters Score -111564.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111564.062500 Penalty: 3398.187744
	Iteration 26F: 3 clusters Score -111564.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50460 members 
Mstep: Class 4 contains 87860 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176290 members 
Mstep: Class 8 contains 100718 members 
Mstep: Class 9 contains 210829 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22341 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15239 members 
Mstep: Class 16 contains 3366 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141661 members 
Mstep: Class 19 contains 34206 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 416 members 
Entering Unmasked Estep 
Score: -137453632.000000 Penalty: 82313.867188
Splitting cluster 12 changes total score from -137454896.000000 to -137453632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -834507.375000 Penalty: 2166.450195
	Iteration 0F: 2 clusters Score -834507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -829221.437500 Penalty: 4332.900391
	Iteration 0F: 3 clusters Score -829221.4 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -830554.812500 Penalty: 4332.900391
	Iteration 1F: 3 clusters Score -830554.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -830807.687500 Penalty: 4332.900391
	Iteration 2F: 3 clusters Score -830807.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -830963.625000 Penalty: 4332.900391
	Iteration 3F: 3 clusters Score -830963.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -831085.937500 Penalty: 4332.900391
	Iteration 4Q: 3 clusters Score -831085.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -831198.562500 Penalty: 4332.900391
	Iteration 5Q: 3 clusters Score -831198.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -831321.937500 Penalty: 4332.900391
	Iteration 6Q: 3 clusters Score -831321.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -831474.937500 Penalty: 4332.900391
	Iteration 7Q: 3 clusters Score -831474.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -831640.125000 Penalty: 4332.900391
	Iteration 8Q: 3 clusters Score -831640.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -831786.625000 Penalty: 4332.900391
	Iteration 9Q: 3 clusters Score -831786.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -831939.062500 Penalty: 4332.900391
	Iteration 10Q: 3 clusters Score -831939.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -832079.500000 Penalty: 4332.900391
	Iteration 11Q: 3 clusters Score -832079.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -832201.500000 Penalty: 4332.900391
	Iteration 12Q: 3 clusters Score -832201.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -832310.562500 Penalty: 4332.900391
	Iteration 13Q: 3 clusters Score -832310.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -832392.812500 Penalty: 4332.900391
	Iteration 14Q: 3 clusters Score -832392.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -832468.187500 Penalty: 4332.900391
	Iteration 15Q: 3 clusters Score -832468.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -832519.750000 Penalty: 4332.900391
	Iteration 16Q: 3 clusters Score -832519.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -832553.750000 Penalty: 4332.900391
	Iteration 17Q: 3 clusters Score -832553.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -832582.187500 Penalty: 4332.900391
	Iteration 18Q: 3 clusters Score -832582.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -832622.875000 Penalty: 4332.900391
	Iteration 19Q: 3 clusters Score -832622.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -832659.062500 Penalty: 4332.900391
	Iteration 20F: 3 clusters Score -832659.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -832687.375000 Penalty: 4332.900391
	Iteration 21Q: 3 clusters Score -832687.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -832701.562500 Penalty: 4332.900391
	Iteration 22Q: 3 clusters Score -832701.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -832713.437500 Penalty: 4332.900391
	Iteration 23Q: 3 clusters Score -832713.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -832721.250000 Penalty: 4332.900391
	Iteration 24Q: 3 clusters Score -832721.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -832728.500000 Penalty: 4332.900391
	Iteration 25Q: 3 clusters Score -832728.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -832737.937500 Penalty: 4332.900391
	Iteration 26Q: 3 clusters Score -832737.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -832743.937500 Penalty: 4332.900391
	Iteration 27Q: 3 clusters Score -832743.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -832749.000000 Penalty: 4332.900391
	Iteration 28Q: 3 clusters Score -832749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -832754.187500 Penalty: 4332.900391
	Iteration 29Q: 3 clusters Score -832754.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -832762.500000 Penalty: 4332.900391
	Iteration 30Q: 3 clusters Score -832762.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -832771.062500 Penalty: 4332.900391
	Iteration 31Q: 3 clusters Score -832771.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -832780.750000 Penalty: 4332.900391
	Iteration 32Q: 3 clusters Score -832780.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -832789.625000 Penalty: 4332.900391
	Iteration 33Q: 3 clusters Score -832789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -832795.750000 Penalty: 4332.900391
	Iteration 34Q: 3 clusters Score -832795.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -832801.312500 Penalty: 4332.900391
	Iteration 35Q: 3 clusters Score -832801.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -832804.187500 Penalty: 4332.900391
	Iteration 36Q: 3 clusters Score -832804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -832808.187500 Penalty: 4332.900391
	Iteration 37Q: 3 clusters Score -832808.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -832814.000000 Penalty: 4332.900391
	Iteration 38Q: 3 clusters Score -832814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -832817.812500 Penalty: 4332.900391
	Iteration 39Q: 3 clusters Score -832817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -832821.000000 Penalty: 4332.900391
	Iteration 40F: 3 clusters Score -832821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -832823.687500 Penalty: 4332.900391
	Iteration 41Q: 3 clusters Score -832823.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -832822.812500 Penalty: 4332.900391
	Iteration 42Q: 3 clusters Score -832822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -832822.812500 Penalty: 4332.900391
	Iteration 43F: 3 clusters Score -832822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -161906.343750 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -161906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -159804.875000 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -159804.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -160149.593750 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -160149.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160258.781250 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -160258.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -160309.828125 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -160309.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -160335.296875 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -160335.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -160354.937500 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -160354.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -160367.421875 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -160367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -160377.187500 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -160377.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -160385.109375 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -160385.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -160393.421875 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -160393.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -160403.640625 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -160403.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -160407.015625 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -160407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -160410.250000 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -160410.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -160418.546875 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -160418.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -160423.640625 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -160423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -160430.937500 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -160430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -160432.125000 Penalty: 3519.563232
	Iteration 16Q: 3 clusters Score -160432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -160433.171875 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -160433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -160433.546875 Penalty: 3519.563232
	Iteration 18Q: 3 clusters Score -160433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -160435.578125 Penalty: 3519.563232
	Iteration 19Q: 3 clusters Score -160435.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -160437.265625 Penalty: 3519.563232
	Iteration 20F: 3 clusters Score -160437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -160439.765625 Penalty: 3519.563232
	Iteration 21Q: 3 clusters Score -160439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -160442.796875 Penalty: 3519.563232
	Iteration 22Q: 3 clusters Score -160442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -160446.031250 Penalty: 3519.563232
	Iteration 23Q: 3 clusters Score -160446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -160456.656250 Penalty: 3519.563232
	Iteration 24Q: 3 clusters Score -160456.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -160462.953125 Penalty: 3519.563232
	Iteration 25Q: 3 clusters Score -160463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -160466.828125 Penalty: 3519.563232
	Iteration 26Q: 3 clusters Score -160466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -160468.968750 Penalty: 3519.563232
	Iteration 27Q: 3 clusters Score -160469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -160471.718750 Penalty: 3519.563232
	Iteration 28Q: 3 clusters Score -160471.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -160474.000000 Penalty: 3519.563232
	Iteration 29Q: 3 clusters Score -160474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -160475.093750 Penalty: 3519.563232
	Iteration 30Q: 3 clusters Score -160475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -160475.093750 Penalty: 3519.563232
	Iteration 31F: 3 clusters Score -160475.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Entering Unmasked Estep 
Score: -2123690.250000 Penalty: 2388.639893
	Iteration 0F: 2 clusters Score -2123690 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 7600 members 
Entering Unmasked Estep 
Score: -2112595.500000 Penalty: 4777.279785
	Iteration 0F: 3 clusters Score -2112596 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2116159.250000 Penalty: 4777.279785
	Iteration 1F: 3 clusters Score -2116159 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2116447.000000 Penalty: 4777.279785
	Iteration 2F: 3 clusters Score -2116447 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2116672.250000 Penalty: 4777.279785
	Iteration 3Q: 3 clusters Score -2116672 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2116881.250000 Penalty: 4777.279785
	Iteration 4Q: 3 clusters Score -2116881 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2117075.500000 Penalty: 4777.279785
	Iteration 5Q: 3 clusters Score -2117076 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2117286.000000 Penalty: 4777.279785
	Iteration 6Q: 3 clusters Score -2117286 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2117495.500000 Penalty: 4777.279785
	Iteration 7Q: 3 clusters Score -2117496 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2117745.000000 Penalty: 4777.279785
	Iteration 8Q: 3 clusters Score -2117745 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2118073.750000 Penalty: 4777.279785
	Iteration 9Q: 3 clusters Score -2118074 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2118442.000000 Penalty: 4777.279785
	Iteration 10Q: 3 clusters Score -2118442 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2118866.000000 Penalty: 4777.279785
	Iteration 11Q: 3 clusters Score -2118866 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2119391.500000 Penalty: 4777.279785
	Iteration 12Q: 3 clusters Score -2119392 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2119984.500000 Penalty: 4777.279785
	Iteration 13Q: 3 clusters Score -2119984 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2120483.000000 Penalty: 4777.279785
	Iteration 14Q: 3 clusters Score -2120483 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2120873.500000 Penalty: 4777.279785
	Iteration 15Q: 3 clusters Score -2120874 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2121138.000000 Penalty: 4777.279785
	Iteration 16Q: 3 clusters Score -2121138 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2121285.250000 Penalty: 4777.279785
	Iteration 17Q: 3 clusters Score -2121285 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2121371.500000 Penalty: 4777.279785
	Iteration 18Q: 3 clusters Score -2121372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2121450.750000 Penalty: 4777.279785
	Iteration 19Q: 3 clusters Score -2121451 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2121506.000000 Penalty: 4777.279785
	Iteration 20F: 3 clusters Score -2121506 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2121554.750000 Penalty: 4777.279785
	Iteration 21Q: 3 clusters Score -2121555 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2121580.250000 Penalty: 4777.279785
	Iteration 22Q: 3 clusters Score -2121580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2121607.500000 Penalty: 4777.279785
	Iteration 23Q: 3 clusters Score -2121608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2121624.000000 Penalty: 4777.279785
	Iteration 24Q: 3 clusters Score -2121624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2121638.000000 Penalty: 4777.279785
	Iteration 25Q: 3 clusters Score -2121638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2121655.500000 Penalty: 4777.279785
	Iteration 26Q: 3 clusters Score -2121656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2121665.750000 Penalty: 4777.279785
	Iteration 27Q: 3 clusters Score -2121666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2121679.000000 Penalty: 4777.279785
	Iteration 28Q: 3 clusters Score -2121679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2121687.250000 Penalty: 4777.279785
	Iteration 29Q: 3 clusters Score -2121687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2121707.000000 Penalty: 4777.279785
	Iteration 30Q: 3 clusters Score -2121707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2121717.750000 Penalty: 4777.279785
	Iteration 31Q: 3 clusters Score -2121718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2121727.750000 Penalty: 4777.279785
	Iteration 32Q: 3 clusters Score -2121728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2121742.750000 Penalty: 4777.279785
	Iteration 33Q: 3 clusters Score -2121743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2121750.000000 Penalty: 4777.279785
	Iteration 34Q: 3 clusters Score -2121750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2121761.000000 Penalty: 4777.279785
	Iteration 35Q: 3 clusters Score -2121761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2121767.000000 Penalty: 4777.279785
	Iteration 36Q: 3 clusters Score -2121767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2121772.500000 Penalty: 4777.279785
	Iteration 37Q: 3 clusters Score -2121772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2121779.000000 Penalty: 4777.279785
	Iteration 38Q: 3 clusters Score -2121779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2121779.750000 Penalty: 4777.279785
	Iteration 39Q: 3 clusters Score -2121780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2121785.750000 Penalty: 4777.279785
	Iteration 40F: 3 clusters Score -2121786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2121791.000000 Penalty: 4777.279785
	Iteration 41Q: 3 clusters Score -2121791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2121797.500000 Penalty: 4777.279785
	Iteration 42Q: 3 clusters Score -2121798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2121802.750000 Penalty: 4777.279785
	Iteration 43Q: 3 clusters Score -2121803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2121801.250000 Penalty: 4777.279785
	Iteration 44Q: 3 clusters Score -2121801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2121806.500000 Penalty: 4777.279785
	Iteration 45Q: 3 clusters Score -2121806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2121810.000000 Penalty: 4777.279785
	Iteration 46Q: 3 clusters Score -2121810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2121810.750000 Penalty: 4777.279785
	Iteration 47Q: 3 clusters Score -2121811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2121822.250000 Penalty: 4777.279785
	Iteration 48Q: 3 clusters Score -2121822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2121824.500000 Penalty: 4777.279785
	Iteration 49Q: 3 clusters Score -2121824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2121825.250000 Penalty: 4777.279785
	Iteration 50Q: 3 clusters Score -2121825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2121825.250000 Penalty: 4777.279785
	Iteration 51Q: 3 clusters Score -2121825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2121833.500000 Penalty: 4777.279785
	Iteration 52Q: 3 clusters Score -2121834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2121834.750000 Penalty: 4777.279785
	Iteration 53Q: 3 clusters Score -2121835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2121832.250000 Penalty: 4777.279785
	Iteration 54Q: 3 clusters Score -2121832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2121835.750000 Penalty: 4777.279785
	Iteration 55Q: 3 clusters Score -2121836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2121835.500000 Penalty: 4777.279785
	Iteration 56Q: 3 clusters Score -2121836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2121835.250000 Penalty: 4777.279785
	Iteration 57Q: 3 clusters Score -2121835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2121834.750000 Penalty: 4777.279785
	Iteration 58Q: 3 clusters Score -2121835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2121839.750000 Penalty: 4777.279785
	Iteration 59Q: 3 clusters Score -2121840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2121840.500000 Penalty: 4777.279785
	Iteration 60F: 3 clusters Score -2121840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2121840.250000 Penalty: 4777.279785
	Iteration 61Q: 3 clusters Score -2121840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2121841.250000 Penalty: 4777.279785
	Iteration 62Q: 3 clusters Score -2121841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2121841.500000 Penalty: 4777.279785
	Iteration 63Q: 3 clusters Score -2121842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2121839.750000 Penalty: 4777.279785
	Iteration 64Q: 3 clusters Score -2121840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2121846.250000 Penalty: 4777.279785
	Iteration 65Q: 3 clusters Score -2121846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2121845.250000 Penalty: 4777.279785
	Iteration 66Q: 3 clusters Score -2121845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2121845.500000 Penalty: 4777.279785
	Iteration 67Q: 3 clusters Score -2121846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2121845.250000 Penalty: 4777.279785
	Iteration 68Q: 3 clusters Score -2121845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2121846.000000 Penalty: 4777.279785
	Iteration 69Q: 3 clusters Score -2121846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2121848.500000 Penalty: 4777.279785
	Iteration 70Q: 3 clusters Score -2121848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2121851.000000 Penalty: 4777.279785
	Iteration 71Q: 3 clusters Score -2121851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2121851.500000 Penalty: 4777.279785
	Iteration 72Q: 3 clusters Score -2121852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2121854.000000 Penalty: 4777.279785
	Iteration 73Q: 3 clusters Score -2121854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2121856.750000 Penalty: 4777.279785
	Iteration 74Q: 3 clusters Score -2121857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2121860.750000 Penalty: 4777.279785
	Iteration 75Q: 3 clusters Score -2121861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2121861.000000 Penalty: 4777.279785
	Iteration 76Q: 3 clusters Score -2121861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2121859.500000 Penalty: 4777.279785
	Iteration 77Q: 3 clusters Score -2121860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2121858.000000 Penalty: 4777.279785
	Iteration 78Q: 3 clusters Score -2121858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2121860.000000 Penalty: 4777.279785
	Iteration 79Q: 3 clusters Score -2121860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2121862.500000 Penalty: 4777.279785
	Iteration 80F: 3 clusters Score -2121862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2121865.750000 Penalty: 4777.279785
	Iteration 81Q: 3 clusters Score -2121866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2121870.500000 Penalty: 4777.279785
	Iteration 82Q: 3 clusters Score -2121870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2121869.250000 Penalty: 4777.279785
	Iteration 83Q: 3 clusters Score -2121869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2121875.250000 Penalty: 4777.279785
	Iteration 84Q: 3 clusters Score -2121875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2121874.000000 Penalty: 4777.279785
	Iteration 85Q: 3 clusters Score -2121874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2121872.000000 Penalty: 4777.279785
	Iteration 86Q: 3 clusters Score -2121872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2121872.500000 Penalty: 4777.279785
	Iteration 87Q: 3 clusters Score -2121872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2121872.250000 Penalty: 4777.279785
	Iteration 88Q: 3 clusters Score -2121872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2121872.250000 Penalty: 4777.279785
	Iteration 89F: 3 clusters Score -2121872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -431908.750000 Penalty: 2014.127075
	Iteration 0F: 2 clusters Score -431908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -428381.312500 Penalty: 4028.254150
	Iteration 0F: 3 clusters Score -428381.3 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -429117.218750 Penalty: 4028.254150
	Iteration 1F: 3 clusters Score -429117.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -429302.468750 Penalty: 4028.254150
	Iteration 2F: 3 clusters Score -429302.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -429418.843750 Penalty: 4028.254150
	Iteration 3F: 3 clusters Score -429418.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -429521.562500 Penalty: 4028.254150
	Iteration 4Q: 3 clusters Score -429521.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -429586.812500 Penalty: 4028.254150
	Iteration 5Q: 3 clusters Score -429586.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -429647.468750 Penalty: 4028.254150
	Iteration 6Q: 3 clusters Score -429647.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -429716.625000 Penalty: 4028.254150
	Iteration 7Q: 3 clusters Score -429716.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -429783.906250 Penalty: 4028.254150
	Iteration 8Q: 3 clusters Score -429783.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -429842.062500 Penalty: 4028.254150
	Iteration 9Q: 3 clusters Score -429842.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -429893.312500 Penalty: 4028.254150
	Iteration 10Q: 3 clusters Score -429893.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -429949.812500 Penalty: 4028.254150
	Iteration 11Q: 3 clusters Score -429949.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -430015.593750 Penalty: 4028.254150
	Iteration 12Q: 3 clusters Score -430015.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -430067.750000 Penalty: 4028.254150
	Iteration 13Q: 3 clusters Score -430067.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -430110.406250 Penalty: 4028.254150
	Iteration 14Q: 3 clusters Score -430110.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -430150.125000 Penalty: 4028.254150
	Iteration 15Q: 3 clusters Score -430150.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -430186.531250 Penalty: 4028.254150
	Iteration 16Q: 3 clusters Score -430186.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -430209.625000 Penalty: 4028.254150
	Iteration 17Q: 3 clusters Score -430209.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -430228.312500 Penalty: 4028.254150
	Iteration 18Q: 3 clusters Score -430228.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -430250.750000 Penalty: 4028.254150
	Iteration 19Q: 3 clusters Score -430250.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -430266.187500 Penalty: 4028.254150
	Iteration 20F: 3 clusters Score -430266.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -430278.062500 Penalty: 4028.254150
	Iteration 21Q: 3 clusters Score -430278.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -430292.281250 Penalty: 4028.254150
	Iteration 22Q: 3 clusters Score -430292.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -430299.343750 Penalty: 4028.254150
	Iteration 23Q: 3 clusters Score -430299.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -430305.968750 Penalty: 4028.254150
	Iteration 24Q: 3 clusters Score -430306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -430314.968750 Penalty: 4028.254150
	Iteration 25Q: 3 clusters Score -430315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -430325.093750 Penalty: 4028.254150
	Iteration 26Q: 3 clusters Score -430325.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -430333.500000 Penalty: 4028.254150
	Iteration 27Q: 3 clusters Score -430333.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -430339.093750 Penalty: 4028.254150
	Iteration 28Q: 3 clusters Score -430339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -430341.750000 Penalty: 4028.254150
	Iteration 29Q: 3 clusters Score -430341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -430342.125000 Penalty: 4028.254150
	Iteration 30Q: 3 clusters Score -430342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -430343.656250 Penalty: 4028.254150
	Iteration 31Q: 3 clusters Score -430343.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -430344.156250 Penalty: 4028.254150
	Iteration 32Q: 3 clusters Score -430344.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -430346.812500 Penalty: 4028.254150
	Iteration 33Q: 3 clusters Score -430346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -430347.500000 Penalty: 4028.254150
	Iteration 34Q: 3 clusters Score -430347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -430348.968750 Penalty: 4028.254150
	Iteration 35Q: 3 clusters Score -430349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -430350.562500 Penalty: 4028.254150
	Iteration 36Q: 3 clusters Score -430350.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -430351.750000 Penalty: 4028.254150
	Iteration 37Q: 3 clusters Score -430351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -430351.750000 Penalty: 4028.254150
	Iteration 38Q: 3 clusters Score -430351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -430351.750000 Penalty: 4028.254150
	Iteration 39F: 3 clusters Score -430351.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -12104.263672 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -12104.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11256.131836 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -11256.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11271.143555 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -11271.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11279.188477 Penalty: 2340.375244
	Iteration 2Q: 3 clusters Score -11279.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11285.658203 Penalty: 2340.375244
	Iteration 3Q: 3 clusters Score -11285.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11285.658203 Penalty: 2340.375244
	Iteration 4F: 3 clusters Score -11285.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (141661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141661 members 
Entering Unmasked Estep 
Score: -19571558.000000 Penalty: 2941.575439
	Iteration 0F: 2 clusters Score -1.957156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -19477374.000000 Penalty: 5883.150879
	Iteration 0F: 3 clusters Score -1.947737e+07 nChanged 67341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -19516792.000000 Penalty: 5883.150879
	Iteration 1F: 3 clusters Score -1.951679e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -19518120.000000 Penalty: 5883.150879
	Iteration 2Q: 3 clusters Score -1.951812e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 83811 members 
Entering Unmasked Estep 
Score: -19520410.000000 Penalty: 5883.150879
	Iteration 3Q: 3 clusters Score -1.952041e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -19524346.000000 Penalty: 5883.150879
	Iteration 4F: 3 clusters Score -1.952435e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -19531214.000000 Penalty: 5883.150879
	Iteration 5F: 3 clusters Score -1.953121e+07 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 112629 members 
Entering Unmasked Estep 
Score: -19541446.000000 Penalty: 5883.150879
	Iteration 6F: 3 clusters Score -1.954145e+07 nChanged 12109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 124732 members 
Entering Unmasked Estep 
Score: -19553082.000000 Penalty: 5883.150879
	Iteration 7F: 3 clusters Score -1.955308e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 133731 members 
Entering Unmasked Estep 
Score: -19561772.000000 Penalty: 5883.150879
	Iteration 8F: 3 clusters Score -1.956177e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 138588 members 
Entering Unmasked Estep 
Score: -19566102.000000 Penalty: 5883.150879
	Iteration 9Q: 3 clusters Score -1.95661e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 140521 members 
Entering Unmasked Estep 
Score: -19567932.000000 Penalty: 5883.150879
	Iteration 10Q: 3 clusters Score -1.956793e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 141116 members 
Entering Unmasked Estep 
Score: -19568548.000000 Penalty: 5883.150879
	Iteration 11Q: 3 clusters Score -1.956855e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 141288 members 
Entering Unmasked Estep 
Score: -19568726.000000 Penalty: 5883.150879
	Iteration 12Q: 3 clusters Score -1.956873e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 141357 members 
Entering Unmasked Estep 
Score: -19568776.000000 Penalty: 5883.150879
	Iteration 13Q: 3 clusters Score -1.956878e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 141380 members 
Entering Unmasked Estep 
Score: -19568818.000000 Penalty: 5883.150879
	Iteration 14Q: 3 clusters Score -1.956882e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 141393 members 
Entering Unmasked Estep 
Score: -19568856.000000 Penalty: 5883.150879
	Iteration 15Q: 3 clusters Score -1.956886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 141404 members 
Entering Unmasked Estep 
Score: -19568882.000000 Penalty: 5883.150879
	Iteration 16Q: 3 clusters Score -1.956888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 141406 members 
Entering Unmasked Estep 
Score: -19568894.000000 Penalty: 5883.150879
	Iteration 17Q: 3 clusters Score -1.956889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 141409 members 
Entering Unmasked Estep 
Score: -19568900.000000 Penalty: 5883.150879
	Iteration 18Q: 3 clusters Score -1.95689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 141414 members 
Entering Unmasked Estep 
Score: -19568914.000000 Penalty: 5883.150879
	Iteration 19Q: 3 clusters Score -1.956891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 141416 members 
Entering Unmasked Estep 
Score: -19568936.000000 Penalty: 5883.150879
	Iteration 20F: 3 clusters Score -1.956894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 141419 members 
Entering Unmasked Estep 
Score: -19568942.000000 Penalty: 5883.150879
	Iteration 21Q: 3 clusters Score -1.956894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 141423 members 
Entering Unmasked Estep 
Score: -19568942.000000 Penalty: 5883.150879
	Iteration 22Q: 3 clusters Score -1.956894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 141425 members 
Entering Unmasked Estep 
Score: -19568940.000000 Penalty: 5883.150879
	Iteration 23Q: 3 clusters Score -1.956894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 141424 members 
Entering Unmasked Estep 
Score: -19568936.000000 Penalty: 5883.150879
	Iteration 24Q: 3 clusters Score -1.956894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 141425 members 
Entering Unmasked Estep 
Score: -19568948.000000 Penalty: 5883.150879
	Iteration 25Q: 3 clusters Score -1.956895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 141425 members 
Entering Unmasked Estep 
Score: -19568948.000000 Penalty: 5883.150879
	Iteration 26F: 3 clusters Score -1.956895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Entering Unmasked Estep 
Score: -4647639.500000 Penalty: 2589.158691
	Iteration 0F: 2 clusters Score -4647640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4624352.500000 Penalty: 5178.317383
	Iteration 0F: 3 clusters Score -4624352 nChanged 15549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4632768.000000 Penalty: 5178.317383
	Iteration 1F: 3 clusters Score -4632768 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4633522.500000 Penalty: 5178.317383
	Iteration 2F: 3 clusters Score -4633522 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -4634404.500000 Penalty: 5178.317383
	Iteration 3F: 3 clusters Score -4634404 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4635506.500000 Penalty: 5178.317383
	Iteration 4F: 3 clusters Score -4635506 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -4636861.000000 Penalty: 5178.317383
	Iteration 5F: 3 clusters Score -4636861 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -4638363.500000 Penalty: 5178.317383
	Iteration 6F: 3 clusters Score -4638364 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -4639903.000000 Penalty: 5178.317383
	Iteration 7F: 3 clusters Score -4639903 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -4641243.500000 Penalty: 5178.317383
	Iteration 8F: 3 clusters Score -4641244 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -4642312.000000 Penalty: 5178.317383
	Iteration 9Q: 3 clusters Score -4642312 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -4643016.000000 Penalty: 5178.317383
	Iteration 10Q: 3 clusters Score -4643016 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -4643565.500000 Penalty: 5178.317383
	Iteration 11Q: 3 clusters Score -4643566 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -4643926.500000 Penalty: 5178.317383
	Iteration 12Q: 3 clusters Score -4643926 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -4644241.000000 Penalty: 5178.317383
	Iteration 13Q: 3 clusters Score -4644241 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -4644498.000000 Penalty: 5178.317383
	Iteration 14Q: 3 clusters Score -4644498 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4644724.500000 Penalty: 5178.317383
	Iteration 15Q: 3 clusters Score -4644724 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -4644889.500000 Penalty: 5178.317383
	Iteration 16Q: 3 clusters Score -4644890 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -4645008.500000 Penalty: 5178.317383
	Iteration 17Q: 3 clusters Score -4645008 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -4645111.000000 Penalty: 5178.317383
	Iteration 18Q: 3 clusters Score -4645111 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4645195.000000 Penalty: 5178.317383
	Iteration 19Q: 3 clusters Score -4645195 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4645270.500000 Penalty: 5178.317383
	Iteration 20F: 3 clusters Score -4645270 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4645344.500000 Penalty: 5178.317383
	Iteration 21Q: 3 clusters Score -4645344 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4645405.000000 Penalty: 5178.317383
	Iteration 22Q: 3 clusters Score -4645405 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4645468.500000 Penalty: 5178.317383
	Iteration 23Q: 3 clusters Score -4645468 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4645541.500000 Penalty: 5178.317383
	Iteration 24Q: 3 clusters Score -4645542 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4645588.500000 Penalty: 5178.317383
	Iteration 25Q: 3 clusters Score -4645588 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -4645637.000000 Penalty: 5178.317383
	Iteration 26Q: 3 clusters Score -4645637 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -4645699.000000 Penalty: 5178.317383
	Iteration 27Q: 3 clusters Score -4645699 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -4645757.500000 Penalty: 5178.317383
	Iteration 28Q: 3 clusters Score -4645758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4645805.500000 Penalty: 5178.317383
	Iteration 29Q: 3 clusters Score -4645806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -4645834.500000 Penalty: 5178.317383
	Iteration 30Q: 3 clusters Score -4645834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -4645887.500000 Penalty: 5178.317383
	Iteration 31Q: 3 clusters Score -4645888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4645909.000000 Penalty: 5178.317383
	Iteration 32Q: 3 clusters Score -4645909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4645928.500000 Penalty: 5178.317383
	Iteration 33Q: 3 clusters Score -4645928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4645960.500000 Penalty: 5178.317383
	Iteration 34Q: 3 clusters Score -4645960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4645973.500000 Penalty: 5178.317383
	Iteration 35Q: 3 clusters Score -4645974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4646009.500000 Penalty: 5178.317383
	Iteration 36Q: 3 clusters Score -4646010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -4646034.500000 Penalty: 5178.317383
	Iteration 37Q: 3 clusters Score -4646034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4646031.500000 Penalty: 5178.317383
	Iteration 38Q: 3 clusters Score -4646032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -4646032.500000 Penalty: 5178.317383
	Iteration 39Q: 3 clusters Score -4646032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4646038.500000 Penalty: 5178.317383
	Iteration 40F: 3 clusters Score -4646038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -4646039.000000 Penalty: 5178.317383
	Iteration 41Q: 3 clusters Score -4646039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4646041.500000 Penalty: 5178.317383
	Iteration 42Q: 3 clusters Score -4646042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -4646041.500000 Penalty: 5178.317383
	Iteration 43Q: 3 clusters Score -4646042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4646048.000000 Penalty: 5178.317383
	Iteration 44Q: 3 clusters Score -4646048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4646054.500000 Penalty: 5178.317383
	Iteration 45Q: 3 clusters Score -4646054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4646052.500000 Penalty: 5178.317383
	Iteration 46Q: 3 clusters Score -4646052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4646051.000000 Penalty: 5178.317383
	Iteration 47Q: 3 clusters Score -4646051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4646057.000000 Penalty: 5178.317383
	Iteration 48Q: 3 clusters Score -4646057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4646055.000000 Penalty: 5178.317383
	Iteration 49Q: 3 clusters Score -4646055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4646053.500000 Penalty: 5178.317383
	Iteration 50Q: 3 clusters Score -4646054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4646053.500000 Penalty: 5178.317383
	Iteration 51Q: 3 clusters Score -4646054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -4646054.000000 Penalty: 5178.317383
	Iteration 52Q: 3 clusters Score -4646054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -4646054.000000 Penalty: 5178.317383
	Iteration 53F: 3 clusters Score -4646054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -33586.828125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -33586.83 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 145 members 
Entering Unmasked Estep 
Score: -32325.527344 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -32325.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32464.314453 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -32464.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32504.570312 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -32504.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32510.923828 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -32510.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32516.257812 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -32516.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32516.257812 Penalty: 2801.891357
	Iteration 5F: 3 clusters Score -32516.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -50654.781250 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -50654.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49216.437500 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -49216.44 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49368.222656 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -49368.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49434.722656 Penalty: 3004.165039
	Iteration 2Q: 3 clusters Score -49434.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49493.566406 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -49493.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49514.906250 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -49514.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49523.378906 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -49523.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49529.250000 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -49529.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49543.609375 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -49543.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49565.199219 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -49565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49580.785156 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -49580.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49602.742188 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -49602.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49611.652344 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -49611.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49617.953125 Penalty: 3004.165039
	Iteration 12Q: 3 clusters Score -49617.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49623.949219 Penalty: 3004.165039
	Iteration 13Q: 3 clusters Score -49623.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49629.359375 Penalty: 3004.165039
	Iteration 14Q: 3 clusters Score -49629.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49638.968750 Penalty: 3004.165039
	Iteration 15Q: 3 clusters Score -49638.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49649.500000 Penalty: 3004.165039
	Iteration 16Q: 3 clusters Score -49649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49655.605469 Penalty: 3004.165039
	Iteration 17Q: 3 clusters Score -49655.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49660.726562 Penalty: 3004.165039
	Iteration 18Q: 3 clusters Score -49660.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49665.441406 Penalty: 3004.165039
	Iteration 19Q: 3 clusters Score -49665.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49670.382812 Penalty: 3004.165039
	Iteration 20F: 3 clusters Score -49670.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49672.105469 Penalty: 3004.165039
	Iteration 21Q: 3 clusters Score -49672.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49675.988281 Penalty: 3004.165039
	Iteration 22Q: 3 clusters Score -49675.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49679.207031 Penalty: 3004.165039
	Iteration 23Q: 3 clusters Score -49679.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49683.789062 Penalty: 3004.165039
	Iteration 24Q: 3 clusters Score -49683.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49687.515625 Penalty: 3004.165039
	Iteration 25Q: 3 clusters Score -49687.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49687.515625 Penalty: 3004.165039
	Iteration 26F: 3 clusters Score -49687.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -68452.445312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -68452.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66878.093750 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -66878.09 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67092.023438 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -67092.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67152.421875 Penalty: 3129.719482
	Iteration 2Q: 3 clusters Score -67152.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67180.187500 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -67180.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67191.375000 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -67191.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67199.398438 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -67199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67209.148438 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -67209.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67212.867188 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -67212.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67216.851562 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -67216.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67222.648438 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -67222.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67224.609375 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -67224.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67225.562500 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -67225.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67231.875000 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -67231.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67237.234375 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -67237.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67239.953125 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -67239.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67242.226562 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -67242.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67243.382812 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -67243.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67243.382812 Penalty: 3129.719482
	Iteration 17F: 3 clusters Score -67243.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -146967.906250 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -146967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -144941.703125 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -144941.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145228.656250 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -145228.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -145338.109375 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -145338.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -145410.093750 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -145410.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145489.171875 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -145489.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145526.218750 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -145526.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -145555.687500 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -145555.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -145573.203125 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -145573.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -145583.281250 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -145583.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -145590.359375 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -145590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -145595.734375 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -145595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -145597.406250 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -145597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -145598.812500 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -145598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145600.953125 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -145601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145600.953125 Penalty: 3476.666748
	Iteration 14F: 3 clusters Score -145601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50460 members 
Mstep: Class 4 contains 87860 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176290 members 
Mstep: Class 8 contains 100718 members 
Mstep: Class 9 contains 210829 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22341 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15239 members 
Mstep: Class 16 contains 3366 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141661 members 
Mstep: Class 19 contains 34206 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454928.000000 Penalty: 78884.125000
Iteration 279Q: 24 clusters Score -1.374549e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50460 members 
Mstep: Class 4 contains 87864 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176292 members 
Mstep: Class 8 contains 100699 members 
Mstep: Class 9 contains 210730 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22339 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6236 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15224 members 
Mstep: Class 16 contains 3367 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141767 members 
Mstep: Class 19 contains 34193 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454784.000000 Penalty: 78884.125000
Iteration 280F: 24 clusters Score -1.374548e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155110 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50460 members 
Mstep: Class 4 contains 87879 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176289 members 
Mstep: Class 8 contains 100689 members 
Mstep: Class 9 contains 210637 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22335 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6247 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15209 members 
Mstep: Class 16 contains 3370 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141848 members 
Mstep: Class 19 contains 34192 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454800.000000 Penalty: 78884.125000
Iteration 281Q: 24 clusters Score -1.374548e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155146 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50457 members 
Mstep: Class 4 contains 87908 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176260 members 
Mstep: Class 8 contains 100662 members 
Mstep: Class 9 contains 210557 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22331 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6254 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15198 members 
Mstep: Class 16 contains 3367 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 141944 members 
Mstep: Class 19 contains 34181 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454848.000000 Penalty: 78884.125000
Iteration 282Q: 24 clusters Score -1.374548e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155192 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50461 members 
Mstep: Class 4 contains 87923 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176177 members 
Mstep: Class 8 contains 100646 members 
Mstep: Class 9 contains 210468 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22328 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6265 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15192 members 
Mstep: Class 16 contains 3368 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 142070 members 
Mstep: Class 19 contains 34175 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454752.000000 Penalty: 78884.125000
Iteration 283Q: 24 clusters Score -1.374548e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50465 members 
Mstep: Class 4 contains 87941 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 176062 members 
Mstep: Class 8 contains 100652 members 
Mstep: Class 9 contains 210396 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22332 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6281 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15182 members 
Mstep: Class 16 contains 3367 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 142194 members 
Mstep: Class 19 contains 34163 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454672.000000 Penalty: 78884.125000
Iteration 284Q: 24 clusters Score -1.374547e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155251 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50459 members 
Mstep: Class 4 contains 87960 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175939 members 
Mstep: Class 8 contains 100652 members 
Mstep: Class 9 contains 210351 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22333 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6299 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15181 members 
Mstep: Class 16 contains 3367 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 142320 members 
Mstep: Class 19 contains 34153 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454480.000000 Penalty: 78884.125000
Iteration 285Q: 24 clusters Score -1.374545e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50448 members 
Mstep: Class 4 contains 87962 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175841 members 
Mstep: Class 8 contains 100641 members 
Mstep: Class 9 contains 210293 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22332 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6322 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15175 members 
Mstep: Class 16 contains 3361 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 142460 members 
Mstep: Class 19 contains 34156 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454272.000000 Penalty: 78884.125000
Iteration 286Q: 24 clusters Score -1.374543e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155306 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50439 members 
Mstep: Class 4 contains 87972 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175722 members 
Mstep: Class 8 contains 100653 members 
Mstep: Class 9 contains 210251 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 22330 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6342 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15174 members 
Mstep: Class 16 contains 3357 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 142571 members 
Mstep: Class 19 contains 34148 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454208.000000 Penalty: 78884.125000
Iteration 287Q: 24 clusters Score -1.374542e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155355 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50423 members 
Mstep: Class 4 contains 87989 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175602 members 
Mstep: Class 8 contains 100656 members 
Mstep: Class 9 contains 210199 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 22324 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6353 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 3356 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 142696 members 
Mstep: Class 19 contains 34143 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454144.000000 Penalty: 78884.125000
Iteration 288Q: 24 clusters Score -1.374541e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155411 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50409 members 
Mstep: Class 4 contains 88006 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175453 members 
Mstep: Class 8 contains 100658 members 
Mstep: Class 9 contains 210156 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 22314 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6366 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15164 members 
Mstep: Class 16 contains 3353 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 142838 members 
Mstep: Class 19 contains 34135 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454224.000000 Penalty: 78884.125000
Iteration 289Q: 24 clusters Score -1.374542e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50407 members 
Mstep: Class 4 contains 88006 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175348 members 
Mstep: Class 8 contains 100665 members 
Mstep: Class 9 contains 210082 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 22316 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6381 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15148 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 142971 members 
Mstep: Class 19 contains 34124 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454208.000000 Penalty: 78884.125000
Iteration 290Q: 24 clusters Score -1.374542e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155497 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50399 members 
Mstep: Class 4 contains 88029 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175263 members 
Mstep: Class 8 contains 100668 members 
Mstep: Class 9 contains 210031 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 22312 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6393 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 3348 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 143079 members 
Mstep: Class 19 contains 34110 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453952.000000 Penalty: 78884.125000
Iteration 291Q: 24 clusters Score -1.37454e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50384 members 
Mstep: Class 4 contains 88041 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175185 members 
Mstep: Class 8 contains 100690 members 
Mstep: Class 9 contains 209977 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 22312 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6411 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15122 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 143157 members 
Mstep: Class 19 contains 34094 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 292Q: 24 clusters Score -1.374539e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155590 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50371 members 
Mstep: Class 4 contains 88063 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175111 members 
Mstep: Class 8 contains 100694 members 
Mstep: Class 9 contains 209902 members 
Mstep: Class 10 contains 3298 members 
Mstep: Class 11 contains 22302 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6423 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15108 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 143272 members 
Mstep: Class 19 contains 34083 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 293Q: 24 clusters Score -1.374539e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155619 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50364 members 
Mstep: Class 4 contains 88061 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 175040 members 
Mstep: Class 8 contains 100711 members 
Mstep: Class 9 contains 209806 members 
Mstep: Class 10 contains 3298 members 
Mstep: Class 11 contains 22288 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15096 members 
Mstep: Class 16 contains 3339 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 143423 members 
Mstep: Class 19 contains 34072 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 294Q: 24 clusters Score -1.374539e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155662 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50358 members 
Mstep: Class 4 contains 88059 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174920 members 
Mstep: Class 8 contains 100721 members 
Mstep: Class 9 contains 209741 members 
Mstep: Class 10 contains 3300 members 
Mstep: Class 11 contains 22283 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6453 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15090 members 
Mstep: Class 16 contains 3339 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 143565 members 
Mstep: Class 19 contains 34068 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 295Q: 24 clusters Score -1.37454e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50349 members 
Mstep: Class 4 contains 88068 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174820 members 
Mstep: Class 8 contains 100728 members 
Mstep: Class 9 contains 209691 members 
Mstep: Class 10 contains 3301 members 
Mstep: Class 11 contains 22278 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15077 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 143704 members 
Mstep: Class 19 contains 34061 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 296Q: 24 clusters Score -1.374541e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155708 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50343 members 
Mstep: Class 4 contains 88067 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174728 members 
Mstep: Class 8 contains 100735 members 
Mstep: Class 9 contains 209626 members 
Mstep: Class 10 contains 3301 members 
Mstep: Class 11 contains 22267 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15070 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 143843 members 
Mstep: Class 19 contains 34058 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 297Q: 24 clusters Score -1.37454e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155749 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50332 members 
Mstep: Class 4 contains 88085 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174649 members 
Mstep: Class 8 contains 100728 members 
Mstep: Class 9 contains 209541 members 
Mstep: Class 10 contains 3303 members 
Mstep: Class 11 contains 22257 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15053 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 143986 members 
Mstep: Class 19 contains 34058 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 298Q: 24 clusters Score -1.37454e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155769 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50322 members 
Mstep: Class 4 contains 88089 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174605 members 
Mstep: Class 8 contains 100721 members 
Mstep: Class 9 contains 209458 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 22247 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15037 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144126 members 
Mstep: Class 19 contains 34052 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 299Q: 24 clusters Score -1.374537e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155786 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50316 members 
Mstep: Class 4 contains 88104 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174565 members 
Mstep: Class 8 contains 100729 members 
Mstep: Class 9 contains 209362 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 22246 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15026 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144239 members 
Mstep: Class 19 contains 34047 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 300F: 24 clusters Score -1.374537e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155804 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50307 members 
Mstep: Class 4 contains 88113 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174476 members 
Mstep: Class 8 contains 100741 members 
Mstep: Class 9 contains 209308 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 22241 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6516 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 15007 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144366 members 
Mstep: Class 19 contains 34042 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 301Q: 24 clusters Score -1.374537e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155864 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50296 members 
Mstep: Class 4 contains 88124 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174399 members 
Mstep: Class 8 contains 100751 members 
Mstep: Class 9 contains 209239 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 22240 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6519 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14993 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144455 members 
Mstep: Class 19 contains 34043 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 302Q: 24 clusters Score -1.374536e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155932 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50283 members 
Mstep: Class 4 contains 88120 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174354 members 
Mstep: Class 8 contains 100754 members 
Mstep: Class 9 contains 209174 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 22243 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14975 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144521 members 
Mstep: Class 19 contains 34044 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 303Q: 24 clusters Score -1.374536e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155949 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50269 members 
Mstep: Class 4 contains 88121 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174322 members 
Mstep: Class 8 contains 100761 members 
Mstep: Class 9 contains 209124 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 22249 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144595 members 
Mstep: Class 19 contains 34040 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 304Q: 24 clusters Score -1.374535e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155951 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50260 members 
Mstep: Class 4 contains 88139 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174295 members 
Mstep: Class 8 contains 100779 members 
Mstep: Class 9 contains 209062 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 22249 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6548 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144663 members 
Mstep: Class 19 contains 34039 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 305Q: 24 clusters Score -1.374534e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155947 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50241 members 
Mstep: Class 4 contains 88134 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174333 members 
Mstep: Class 8 contains 100782 members 
Mstep: Class 9 contains 209006 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 22247 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6560 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14921 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144722 members 
Mstep: Class 19 contains 34034 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 306Q: 24 clusters Score -1.374536e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155941 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50231 members 
Mstep: Class 4 contains 88158 members 
Mstep: Class 5 contains 1107 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174326 members 
Mstep: Class 8 contains 100788 members 
Mstep: Class 9 contains 208961 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 22248 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14908 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144763 members 
Mstep: Class 19 contains 34036 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 307Q: 24 clusters Score -1.374536e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155952 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50216 members 
Mstep: Class 4 contains 88178 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174294 members 
Mstep: Class 8 contains 100786 members 
Mstep: Class 9 contains 208911 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 22243 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14897 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144832 members 
Mstep: Class 19 contains 34039 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 308Q: 24 clusters Score -1.374535e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155965 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 88194 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174283 members 
Mstep: Class 8 contains 100799 members 
Mstep: Class 9 contains 208858 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14889 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144881 members 
Mstep: Class 19 contains 34038 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 309Q: 24 clusters Score -1.374537e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50208 members 
Mstep: Class 4 contains 88196 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174285 members 
Mstep: Class 8 contains 100816 members 
Mstep: Class 9 contains 208789 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 22217 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14881 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144924 members 
Mstep: Class 19 contains 34035 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 310Q: 24 clusters Score -1.374535e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50201 members 
Mstep: Class 4 contains 88197 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174283 members 
Mstep: Class 8 contains 100830 members 
Mstep: Class 9 contains 208723 members 
Mstep: Class 10 contains 3306 members 
Mstep: Class 11 contains 22211 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14873 members 
Mstep: Class 16 contains 3326 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 144993 members 
Mstep: Class 19 contains 34036 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 311Q: 24 clusters Score -1.374533e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50191 members 
Mstep: Class 4 contains 88208 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174294 members 
Mstep: Class 8 contains 100832 members 
Mstep: Class 9 contains 208662 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 22209 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14867 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145046 members 
Mstep: Class 19 contains 34032 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 312Q: 24 clusters Score -1.374532e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155972 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50178 members 
Mstep: Class 4 contains 88232 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174280 members 
Mstep: Class 8 contains 100843 members 
Mstep: Class 9 contains 208604 members 
Mstep: Class 10 contains 3311 members 
Mstep: Class 11 contains 22206 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14863 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145105 members 
Mstep: Class 19 contains 34023 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 313Q: 24 clusters Score -1.374533e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155962 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50174 members 
Mstep: Class 4 contains 88239 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174299 members 
Mstep: Class 8 contains 100850 members 
Mstep: Class 9 contains 208559 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 22197 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14858 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145140 members 
Mstep: Class 19 contains 34024 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 314Q: 24 clusters Score -1.374533e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155953 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50165 members 
Mstep: Class 4 contains 88250 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174315 members 
Mstep: Class 8 contains 100850 members 
Mstep: Class 9 contains 208529 members 
Mstep: Class 10 contains 3315 members 
Mstep: Class 11 contains 22186 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6615 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14848 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145181 members 
Mstep: Class 19 contains 34024 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 315Q: 24 clusters Score -1.374531e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155952 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50151 members 
Mstep: Class 4 contains 88274 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174340 members 
Mstep: Class 8 contains 100845 members 
Mstep: Class 9 contains 208517 members 
Mstep: Class 10 contains 3317 members 
Mstep: Class 11 contains 22168 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6622 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14838 members 
Mstep: Class 16 contains 3322 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145183 members 
Mstep: Class 19 contains 34023 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 316Q: 24 clusters Score -1.374532e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155937 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50142 members 
Mstep: Class 4 contains 88281 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174379 members 
Mstep: Class 8 contains 100843 members 
Mstep: Class 9 contains 208499 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 22161 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6630 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14823 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145195 members 
Mstep: Class 19 contains 34022 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 317Q: 24 clusters Score -1.374531e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155935 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50129 members 
Mstep: Class 4 contains 88297 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174427 members 
Mstep: Class 8 contains 100838 members 
Mstep: Class 9 contains 208464 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 11 contains 22161 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6636 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14814 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145189 members 
Mstep: Class 19 contains 34021 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453056.000000 Penalty: 78884.125000
Iteration 318Q: 24 clusters Score -1.374531e+08 nChanged 497
Entering ConstructFrom: 
Score: -137453056.000000 Penalty: 78884.125000
Entering ConstructFrom: 
Trying to split cluster 1 (155910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155910 members 
Entering Unmasked Estep 
Score: -21527182.000000 Penalty: 2965.344482
	Iteration 0F: 2 clusters Score -2.152718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -21424942.000000 Penalty: 5930.688965
	Iteration 0F: 3 clusters Score -2.142494e+07 nChanged 74481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -21467626.000000 Penalty: 5930.688965
	Iteration 1F: 3 clusters Score -2.146763e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -21468362.000000 Penalty: 5930.688965
	Iteration 2Q: 3 clusters Score -2.146836e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -21468942.000000 Penalty: 5930.688965
	Iteration 3Q: 3 clusters Score -2.146894e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -21469700.000000 Penalty: 5930.688965
	Iteration 4Q: 3 clusters Score -2.14697e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -21470518.000000 Penalty: 5930.688965
	Iteration 5Q: 3 clusters Score -2.147052e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 78674 members 
Entering Unmasked Estep 
Score: -21472022.000000 Penalty: 5930.688965
	Iteration 6Q: 3 clusters Score -2.147202e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -21473632.000000 Penalty: 5930.688965
	Iteration 7Q: 3 clusters Score -2.147363e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -21476288.000000 Penalty: 5930.688965
	Iteration 8Q: 3 clusters Score -2.147629e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -21480458.000000 Penalty: 5930.688965
	Iteration 9Q: 3 clusters Score -2.148046e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -21487184.000000 Penalty: 5930.688965
	Iteration 10F: 3 clusters Score -2.148718e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -21495112.000000 Penalty: 5930.688965
	Iteration 11F: 3 clusters Score -2.149511e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -21502166.000000 Penalty: 5930.688965
	Iteration 12F: 3 clusters Score -2.150217e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -21505884.000000 Penalty: 5930.688965
	Iteration 13F: 3 clusters Score -2.150588e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -21507626.000000 Penalty: 5930.688965
	Iteration 14Q: 3 clusters Score -2.150763e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -21508380.000000 Penalty: 5930.688965
	Iteration 15Q: 3 clusters Score -2.150838e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 82933 members 
Entering Unmasked Estep 
Score: -21509280.000000 Penalty: 5930.688965
	Iteration 16Q: 3 clusters Score -2.150928e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -21509982.000000 Penalty: 5930.688965
	Iteration 17Q: 3 clusters Score -2.150998e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -21511014.000000 Penalty: 5930.688965
	Iteration 18Q: 3 clusters Score -2.151101e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 82449 members 
Entering Unmasked Estep 
Score: -21512126.000000 Penalty: 5930.688965
	Iteration 19Q: 3 clusters Score -2.151213e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -21513128.000000 Penalty: 5930.688965
	Iteration 20F: 3 clusters Score -2.151313e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -21514372.000000 Penalty: 5930.688965
	Iteration 21Q: 3 clusters Score -2.151437e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -21515264.000000 Penalty: 5930.688965
	Iteration 22Q: 3 clusters Score -2.151526e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -21516002.000000 Penalty: 5930.688965
	Iteration 23Q: 3 clusters Score -2.1516e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -21516612.000000 Penalty: 5930.688965
	Iteration 24Q: 3 clusters Score -2.151661e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77554 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -21517058.000000 Penalty: 5930.688965
	Iteration 25Q: 3 clusters Score -2.151706e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78329 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -21517332.000000 Penalty: 5930.688965
	Iteration 26Q: 3 clusters Score -2.151733e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -21517512.000000 Penalty: 5930.688965
	Iteration 27Q: 3 clusters Score -2.151751e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -21517698.000000 Penalty: 5930.688965
	Iteration 28Q: 3 clusters Score -2.15177e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -21517840.000000 Penalty: 5930.688965
	Iteration 29Q: 3 clusters Score -2.151784e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -21517918.000000 Penalty: 5930.688965
	Iteration 30Q: 3 clusters Score -2.151792e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -21517972.000000 Penalty: 5930.688965
	Iteration 31Q: 3 clusters Score -2.151797e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -21518046.000000 Penalty: 5930.688965
	Iteration 32Q: 3 clusters Score -2.151805e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83434 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -21518096.000000 Penalty: 5930.688965
	Iteration 33Q: 3 clusters Score -2.15181e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84094 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -21518172.000000 Penalty: 5930.688965
	Iteration 34Q: 3 clusters Score -2.151817e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84725 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -21518268.000000 Penalty: 5930.688965
	Iteration 35Q: 3 clusters Score -2.151827e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85304 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -21518244.000000 Penalty: 5930.688965
	Iteration 36Q: 3 clusters Score -2.151824e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 70026 members 
Entering Unmasked Estep 
Score: -21518266.000000 Penalty: 5930.688965
	Iteration 37Q: 3 clusters Score -2.151827e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 69480 members 
Entering Unmasked Estep 
Score: -21518322.000000 Penalty: 5930.688965
	Iteration 38Q: 3 clusters Score -2.151832e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86963 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -21518268.000000 Penalty: 5930.688965
	Iteration 39Q: 3 clusters Score -2.151827e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -21518302.000000 Penalty: 5930.688965
	Iteration 40F: 3 clusters Score -2.15183e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88014 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -21518418.000000 Penalty: 5930.688965
	Iteration 41Q: 3 clusters Score -2.151842e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -21518512.000000 Penalty: 5930.688965
	Iteration 42Q: 3 clusters Score -2.151851e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89028 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -21518502.000000 Penalty: 5930.688965
	Iteration 43Q: 3 clusters Score -2.15185e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -21518510.000000 Penalty: 5930.688965
	Iteration 44Q: 3 clusters Score -2.151851e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -21518562.000000 Penalty: 5930.688965
	Iteration 45Q: 3 clusters Score -2.151856e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90458 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -21518572.000000 Penalty: 5930.688965
	Iteration 46Q: 3 clusters Score -2.151857e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90930 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -21518638.000000 Penalty: 5930.688965
	Iteration 47Q: 3 clusters Score -2.151864e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -21518744.000000 Penalty: 5930.688965
	Iteration 48Q: 3 clusters Score -2.151874e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -21518874.000000 Penalty: 5930.688965
	Iteration 49Q: 3 clusters Score -2.151887e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92250 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -21518946.000000 Penalty: 5930.688965
	Iteration 50Q: 3 clusters Score -2.151895e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -21519032.000000 Penalty: 5930.688965
	Iteration 51Q: 3 clusters Score -2.151903e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -21519006.000000 Penalty: 5930.688965
	Iteration 52Q: 3 clusters Score -2.151901e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -21519024.000000 Penalty: 5930.688965
	Iteration 53Q: 3 clusters Score -2.151902e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -21519034.000000 Penalty: 5930.688965
	Iteration 54Q: 3 clusters Score -2.151903e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -21519064.000000 Penalty: 5930.688965
	Iteration 55Q: 3 clusters Score -2.151906e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -21519084.000000 Penalty: 5930.688965
	Iteration 56Q: 3 clusters Score -2.151908e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95158 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -21519118.000000 Penalty: 5930.688965
	Iteration 57Q: 3 clusters Score -2.151912e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -21519094.000000 Penalty: 5930.688965
	Iteration 58Q: 3 clusters Score -2.151909e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95920 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -21519154.000000 Penalty: 5930.688965
	Iteration 59Q: 3 clusters Score -2.151915e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96301 members 
Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
Score: -21519210.000000 Penalty: 5930.688965
	Iteration 60F: 3 clusters Score -2.151921e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -21519240.000000 Penalty: 5930.688965
	Iteration 61Q: 3 clusters Score -2.151924e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96968 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -21519286.000000 Penalty: 5930.688965
	Iteration 62Q: 3 clusters Score -2.151929e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97255 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -21519346.000000 Penalty: 5930.688965
	Iteration 63Q: 3 clusters Score -2.151935e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97561 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -21519336.000000 Penalty: 5930.688965
	Iteration 64Q: 3 clusters Score -2.151934e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -21519404.000000 Penalty: 5930.688965
	Iteration 65Q: 3 clusters Score -2.15194e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98184 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -21519466.000000 Penalty: 5930.688965
	Iteration 66Q: 3 clusters Score -2.151947e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98502 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -21519500.000000 Penalty: 5930.688965
	Iteration 67Q: 3 clusters Score -2.15195e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -21519578.000000 Penalty: 5930.688965
	Iteration 68Q: 3 clusters Score -2.151958e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -21519582.000000 Penalty: 5930.688965
	Iteration 69Q: 3 clusters Score -2.151958e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99338 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -21519592.000000 Penalty: 5930.688965
	Iteration 70Q: 3 clusters Score -2.151959e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99612 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -21519620.000000 Penalty: 5930.688965
	Iteration 71Q: 3 clusters Score -2.151962e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -21519604.000000 Penalty: 5930.688965
	Iteration 72Q: 3 clusters Score -2.15196e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100101 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -21519618.000000 Penalty: 5930.688965
	Iteration 73Q: 3 clusters Score -2.151962e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100328 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -21519604.000000 Penalty: 5930.688965
	Iteration 74Q: 3 clusters Score -2.15196e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100552 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -21519580.000000 Penalty: 5930.688965
	Iteration 75Q: 3 clusters Score -2.151958e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -21519594.000000 Penalty: 5930.688965
	Iteration 76Q: 3 clusters Score -2.151959e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100993 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -21519572.000000 Penalty: 5930.688965
	Iteration 77Q: 3 clusters Score -2.151957e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101200 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -21519602.000000 Penalty: 5930.688965
	Iteration 78Q: 3 clusters Score -2.15196e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -21519598.000000 Penalty: 5930.688965
	Iteration 79Q: 3 clusters Score -2.15196e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -21519572.000000 Penalty: 5930.688965
	Iteration 80F: 3 clusters Score -2.151957e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -21519600.000000 Penalty: 5930.688965
	Iteration 81Q: 3 clusters Score -2.15196e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -21519560.000000 Penalty: 5930.688965
	Iteration 82Q: 3 clusters Score -2.151956e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102066 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -21519546.000000 Penalty: 5930.688965
	Iteration 83Q: 3 clusters Score -2.151955e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102210 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -21519548.000000 Penalty: 5930.688965
	Iteration 84Q: 3 clusters Score -2.151955e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102360 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -21519570.000000 Penalty: 5930.688965
	Iteration 85Q: 3 clusters Score -2.151957e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102507 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -21519558.000000 Penalty: 5930.688965
	Iteration 86Q: 3 clusters Score -2.151956e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -21519610.000000 Penalty: 5930.688965
	Iteration 87Q: 3 clusters Score -2.151961e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102770 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -21519624.000000 Penalty: 5930.688965
	Iteration 88Q: 3 clusters Score -2.151962e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -21519598.000000 Penalty: 5930.688965
	Iteration 89Q: 3 clusters Score -2.15196e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -21519580.000000 Penalty: 5930.688965
	Iteration 90Q: 3 clusters Score -2.151958e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103082 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -21519574.000000 Penalty: 5930.688965
	Iteration 91Q: 3 clusters Score -2.151957e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103196 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -21519590.000000 Penalty: 5930.688965
	Iteration 92Q: 3 clusters Score -2.151959e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -21519588.000000 Penalty: 5930.688965
	Iteration 93Q: 3 clusters Score -2.151959e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103402 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -21519594.000000 Penalty: 5930.688965
	Iteration 94Q: 3 clusters Score -2.151959e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -21519584.000000 Penalty: 5930.688965
	Iteration 95Q: 3 clusters Score -2.151958e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -21519566.000000 Penalty: 5930.688965
	Iteration 96Q: 3 clusters Score -2.151957e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103706 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -21519568.000000 Penalty: 5930.688965
	Iteration 97Q: 3 clusters Score -2.151957e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -21519620.000000 Penalty: 5930.688965
	Iteration 98Q: 3 clusters Score -2.151962e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -21519634.000000 Penalty: 5930.688965
	Iteration 99Q: 3 clusters Score -2.151963e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -21519634.000000 Penalty: 5930.688965
	Iteration 100F: 3 clusters Score -2.151963e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -21519640.000000 Penalty: 5930.688965
	Iteration 101Q: 3 clusters Score -2.151964e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104068 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -21519622.000000 Penalty: 5930.688965
	Iteration 102Q: 3 clusters Score -2.151962e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104118 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -21519616.000000 Penalty: 5930.688965
	Iteration 103Q: 3 clusters Score -2.151962e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104162 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -21519600.000000 Penalty: 5930.688965
	Iteration 104Q: 3 clusters Score -2.15196e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104212 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -21519620.000000 Penalty: 5930.688965
	Iteration 105Q: 3 clusters Score -2.151962e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104254 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -21519640.000000 Penalty: 5930.688965
	Iteration 106Q: 3 clusters Score -2.151964e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -21519624.000000 Penalty: 5930.688965
	Iteration 107Q: 3 clusters Score -2.151962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104316 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -21519628.000000 Penalty: 5930.688965
	Iteration 108Q: 3 clusters Score -2.151963e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -21519642.000000 Penalty: 5930.688965
	Iteration 109Q: 3 clusters Score -2.151964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104365 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -21519644.000000 Penalty: 5930.688965
	Iteration 110Q: 3 clusters Score -2.151964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104389 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -21519672.000000 Penalty: 5930.688965
	Iteration 111Q: 3 clusters Score -2.151967e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -21519692.000000 Penalty: 5930.688965
	Iteration 112Q: 3 clusters Score -2.151969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104435 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -21519690.000000 Penalty: 5930.688965
	Iteration 113Q: 3 clusters Score -2.151969e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -21519688.000000 Penalty: 5930.688965
	Iteration 114Q: 3 clusters Score -2.151969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104486 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -21519670.000000 Penalty: 5930.688965
	Iteration 115Q: 3 clusters Score -2.151967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104507 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -21519668.000000 Penalty: 5930.688965
	Iteration 116Q: 3 clusters Score -2.151967e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -21519664.000000 Penalty: 5930.688965
	Iteration 117Q: 3 clusters Score -2.151966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -21519678.000000 Penalty: 5930.688965
	Iteration 118Q: 3 clusters Score -2.151968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104554 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -21519682.000000 Penalty: 5930.688965
	Iteration 119Q: 3 clusters Score -2.151968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104560 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -21519672.000000 Penalty: 5930.688965
	Iteration 120F: 3 clusters Score -2.151967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -21519662.000000 Penalty: 5930.688965
	Iteration 121Q: 3 clusters Score -2.151966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -21519666.000000 Penalty: 5930.688965
	Iteration 122Q: 3 clusters Score -2.151967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -21519662.000000 Penalty: 5930.688965
	Iteration 123Q: 3 clusters Score -2.151966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104588 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -21519650.000000 Penalty: 5930.688965
	Iteration 124Q: 3 clusters Score -2.151965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104593 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -21519656.000000 Penalty: 5930.688965
	Iteration 125Q: 3 clusters Score -2.151966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104597 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -21519654.000000 Penalty: 5930.688965
	Iteration 126Q: 3 clusters Score -2.151965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -21519638.000000 Penalty: 5930.688965
	Iteration 127Q: 3 clusters Score -2.151964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104609 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -21519654.000000 Penalty: 5930.688965
	Iteration 128Q: 3 clusters Score -2.151965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104614 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -21519644.000000 Penalty: 5930.688965
	Iteration 129Q: 3 clusters Score -2.151964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -21519654.000000 Penalty: 5930.688965
	Iteration 130Q: 3 clusters Score -2.151965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -21519630.000000 Penalty: 5930.688965
	Iteration 131Q: 3 clusters Score -2.151963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104633 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -21519630.000000 Penalty: 5930.688965
	Iteration 132Q: 3 clusters Score -2.151963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -21519648.000000 Penalty: 5930.688965
	Iteration 133Q: 3 clusters Score -2.151965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104651 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -21519664.000000 Penalty: 5930.688965
	Iteration 134Q: 3 clusters Score -2.151966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -21519670.000000 Penalty: 5930.688965
	Iteration 135Q: 3 clusters Score -2.151967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -21519666.000000 Penalty: 5930.688965
	Iteration 136Q: 3 clusters Score -2.151967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -21519650.000000 Penalty: 5930.688965
	Iteration 137Q: 3 clusters Score -2.151965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104711 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -21519656.000000 Penalty: 5930.688965
	Iteration 138Q: 3 clusters Score -2.151966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104728 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -21519676.000000 Penalty: 5930.688965
	Iteration 139Q: 3 clusters Score -2.151968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104746 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -21519670.000000 Penalty: 5930.688965
	Iteration 140F: 3 clusters Score -2.151967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104770 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -21519652.000000 Penalty: 5930.688965
	Iteration 141Q: 3 clusters Score -2.151965e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104806 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -21519648.000000 Penalty: 5930.688965
	Iteration 142Q: 3 clusters Score -2.151965e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104840 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -21519652.000000 Penalty: 5930.688965
	Iteration 143Q: 3 clusters Score -2.151965e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104872 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -21519648.000000 Penalty: 5930.688965
	Iteration 144Q: 3 clusters Score -2.151965e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104900 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -21519640.000000 Penalty: 5930.688965
	Iteration 145Q: 3 clusters Score -2.151964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104919 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -21519640.000000 Penalty: 5930.688965
	Iteration 146Q: 3 clusters Score -2.151964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104937 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -21519642.000000 Penalty: 5930.688965
	Iteration 147Q: 3 clusters Score -2.151964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -21519636.000000 Penalty: 5930.688965
	Iteration 148Q: 3 clusters Score -2.151964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -21519648.000000 Penalty: 5930.688965
	Iteration 149Q: 3 clusters Score -2.151965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104972 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -21519636.000000 Penalty: 5930.688965
	Iteration 150Q: 3 clusters Score -2.151964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -21519636.000000 Penalty: 5930.688965
	Iteration 151Q: 3 clusters Score -2.151964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104988 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -21519630.000000 Penalty: 5930.688965
	Iteration 152Q: 3 clusters Score -2.151963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104995 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -21519638.000000 Penalty: 5930.688965
	Iteration 153Q: 3 clusters Score -2.151964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105000 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -21519632.000000 Penalty: 5930.688965
	Iteration 154Q: 3 clusters Score -2.151963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -21519648.000000 Penalty: 5930.688965
	Iteration 155Q: 3 clusters Score -2.151965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105003 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -21519640.000000 Penalty: 5930.688965
	Iteration 156Q: 3 clusters Score -2.151964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105003 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -21519640.000000 Penalty: 5930.688965
	Iteration 157F: 3 clusters Score -2.151964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44493.824219 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -44493.82 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 175 members 
Entering Unmasked Estep 
Score: -43240.976562 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -43240.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -43376.468750 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -43376.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43418.617188 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -43418.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -43451.753906 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -43451.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -43470.171875 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -43470.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -43493.148438 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -43493.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43500.042969 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -43500.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -43506.648438 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -43506.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -43512.953125 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -43512.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43514.312500 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -43514.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43514.312500 Penalty: 2913.965820
	Iteration 10F: 3 clusters Score -43514.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Entering Unmasked Estep 
Score: -6745046.500000 Penalty: 2683.914307
	Iteration 0F: 2 clusters Score -6745046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -6711358.500000 Penalty: 5367.828613
	Iteration 0F: 3 clusters Score -6711358 nChanged 23005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -6724067.000000 Penalty: 5367.828613
	Iteration 1F: 3 clusters Score -6724067 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -6724613.000000 Penalty: 5367.828613
	Iteration 2Q: 3 clusters Score -6724613 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -6725278.000000 Penalty: 5367.828613
	Iteration 3Q: 3 clusters Score -6725278 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -6726060.500000 Penalty: 5367.828613
	Iteration 4Q: 3 clusters Score -6726060 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -6727160.500000 Penalty: 5367.828613
	Iteration 5Q: 3 clusters Score -6727160 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -6728788.500000 Penalty: 5367.828613
	Iteration 6Q: 3 clusters Score -6728788 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -6730809.000000 Penalty: 5367.828613
	Iteration 7F: 3 clusters Score -6730809 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -6733300.500000 Penalty: 5367.828613
	Iteration 8F: 3 clusters Score -6733300 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -6735708.000000 Penalty: 5367.828613
	Iteration 9F: 3 clusters Score -6735708 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -6737515.000000 Penalty: 5367.828613
	Iteration 10Q: 3 clusters Score -6737515 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -6738857.500000 Penalty: 5367.828613
	Iteration 11Q: 3 clusters Score -6738858 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -6739822.000000 Penalty: 5367.828613
	Iteration 12Q: 3 clusters Score -6739822 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -6740421.000000 Penalty: 5367.828613
	Iteration 13Q: 3 clusters Score -6740421 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -6740854.000000 Penalty: 5367.828613
	Iteration 14Q: 3 clusters Score -6740854 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -6741238.500000 Penalty: 5367.828613
	Iteration 15Q: 3 clusters Score -6741238 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -6741524.500000 Penalty: 5367.828613
	Iteration 16Q: 3 clusters Score -6741524 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -6741689.000000 Penalty: 5367.828613
	Iteration 17Q: 3 clusters Score -6741689 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -6741834.000000 Penalty: 5367.828613
	Iteration 18Q: 3 clusters Score -6741834 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -6741965.000000 Penalty: 5367.828613
	Iteration 19Q: 3 clusters Score -6741965 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -6742073.500000 Penalty: 5367.828613
	Iteration 20F: 3 clusters Score -6742074 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -6742184.000000 Penalty: 5367.828613
	Iteration 21Q: 3 clusters Score -6742184 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -6742293.500000 Penalty: 5367.828613
	Iteration 22Q: 3 clusters Score -6742294 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -6742366.000000 Penalty: 5367.828613
	Iteration 23Q: 3 clusters Score -6742366 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -6742432.500000 Penalty: 5367.828613
	Iteration 24Q: 3 clusters Score -6742432 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -6742475.000000 Penalty: 5367.828613
	Iteration 25Q: 3 clusters Score -6742475 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6742491.500000 Penalty: 5367.828613
	Iteration 26Q: 3 clusters Score -6742492 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -6742515.500000 Penalty: 5367.828613
	Iteration 27Q: 3 clusters Score -6742516 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -6742538.000000 Penalty: 5367.828613
	Iteration 28Q: 3 clusters Score -6742538 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -6742556.500000 Penalty: 5367.828613
	Iteration 29Q: 3 clusters Score -6742556 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -6742580.500000 Penalty: 5367.828613
	Iteration 30Q: 3 clusters Score -6742580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6742601.500000 Penalty: 5367.828613
	Iteration 31Q: 3 clusters Score -6742602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6742605.000000 Penalty: 5367.828613
	Iteration 32Q: 3 clusters Score -6742605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -6742613.500000 Penalty: 5367.828613
	Iteration 33Q: 3 clusters Score -6742614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6742622.000000 Penalty: 5367.828613
	Iteration 34Q: 3 clusters Score -6742622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -6742659.500000 Penalty: 5367.828613
	Iteration 35Q: 3 clusters Score -6742660 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6742674.500000 Penalty: 5367.828613
	Iteration 36Q: 3 clusters Score -6742674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -6742701.000000 Penalty: 5367.828613
	Iteration 37Q: 3 clusters Score -6742701 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6742703.000000 Penalty: 5367.828613
	Iteration 38Q: 3 clusters Score -6742703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6742703.000000 Penalty: 5367.828613
	Iteration 39Q: 3 clusters Score -6742703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6742696.000000 Penalty: 5367.828613
	Iteration 40F: 3 clusters Score -6742696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -6742702.000000 Penalty: 5367.828613
	Iteration 41Q: 3 clusters Score -6742702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6742705.500000 Penalty: 5367.828613
	Iteration 42Q: 3 clusters Score -6742706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6742713.000000 Penalty: 5367.828613
	Iteration 43Q: 3 clusters Score -6742713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6742722.000000 Penalty: 5367.828613
	Iteration 44Q: 3 clusters Score -6742722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6742722.500000 Penalty: 5367.828613
	Iteration 45Q: 3 clusters Score -6742722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -6742724.500000 Penalty: 5367.828613
	Iteration 46Q: 3 clusters Score -6742724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6742734.000000 Penalty: 5367.828613
	Iteration 47Q: 3 clusters Score -6742734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -6742757.000000 Penalty: 5367.828613
	Iteration 48Q: 3 clusters Score -6742757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6742782.500000 Penalty: 5367.828613
	Iteration 49Q: 3 clusters Score -6742782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6742796.500000 Penalty: 5367.828613
	Iteration 50Q: 3 clusters Score -6742796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6742789.000000 Penalty: 5367.828613
	Iteration 51Q: 3 clusters Score -6742789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6742792.500000 Penalty: 5367.828613
	Iteration 52Q: 3 clusters Score -6742792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6742791.500000 Penalty: 5367.828613
	Iteration 53Q: 3 clusters Score -6742792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6742804.000000 Penalty: 5367.828613
	Iteration 54Q: 3 clusters Score -6742804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6742811.000000 Penalty: 5367.828613
	Iteration 55Q: 3 clusters Score -6742811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -6742820.000000 Penalty: 5367.828613
	Iteration 56Q: 3 clusters Score -6742820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6742816.500000 Penalty: 5367.828613
	Iteration 57Q: 3 clusters Score -6742816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6742817.000000 Penalty: 5367.828613
	Iteration 58Q: 3 clusters Score -6742817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6742830.000000 Penalty: 5367.828613
	Iteration 59Q: 3 clusters Score -6742830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6742823.500000 Penalty: 5367.828613
	Iteration 60F: 3 clusters Score -6742824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6742838.000000 Penalty: 5367.828613
	Iteration 61Q: 3 clusters Score -6742838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6742838.500000 Penalty: 5367.828613
	Iteration 62Q: 3 clusters Score -6742838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6742837.500000 Penalty: 5367.828613
	Iteration 63Q: 3 clusters Score -6742838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6742842.000000 Penalty: 5367.828613
	Iteration 64Q: 3 clusters Score -6742842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -6742848.500000 Penalty: 5367.828613
	Iteration 65Q: 3 clusters Score -6742848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6742842.000000 Penalty: 5367.828613
	Iteration 66Q: 3 clusters Score -6742842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6742854.000000 Penalty: 5367.828613
	Iteration 67Q: 3 clusters Score -6742854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6742857.000000 Penalty: 5367.828613
	Iteration 68Q: 3 clusters Score -6742857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6742857.000000 Penalty: 5367.828613
	Iteration 69Q: 3 clusters Score -6742857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6742857.500000 Penalty: 5367.828613
	Iteration 70Q: 3 clusters Score -6742858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6742861.500000 Penalty: 5367.828613
	Iteration 71Q: 3 clusters Score -6742862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6742861.500000 Penalty: 5367.828613
	Iteration 72Q: 3 clusters Score -6742862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6742865.000000 Penalty: 5367.828613
	Iteration 73Q: 3 clusters Score -6742865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6742863.500000 Penalty: 5367.828613
	Iteration 74Q: 3 clusters Score -6742864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6742858.500000 Penalty: 5367.828613
	Iteration 75Q: 3 clusters Score -6742858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6742867.000000 Penalty: 5367.828613
	Iteration 76Q: 3 clusters Score -6742867 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6742867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6742865.000000 Penalty: 5367.828613
	Iteration 78Q: 3 clusters Score -6742865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6742867.500000 Penalty: 5367.828613
	Iteration 79Q: 3 clusters Score -6742868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6742864.500000 Penalty: 5367.828613
	Iteration 80F: 3 clusters Score -6742864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6742870.500000 Penalty: 5367.828613
	Iteration 81Q: 3 clusters Score -6742870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6742871.000000 Penalty: 5367.828613
	Iteration 82Q: 3 clusters Score -6742871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6742877.500000 Penalty: 5367.828613
	Iteration 83Q: 3 clusters Score -6742878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6742883.000000 Penalty: 5367.828613
	Iteration 84Q: 3 clusters Score -6742883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6742895.000000 Penalty: 5367.828613
	Iteration 85Q: 3 clusters Score -6742895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6742891.000000 Penalty: 5367.828613
	Iteration 86Q: 3 clusters Score -6742891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6742889.500000 Penalty: 5367.828613
	Iteration 87Q: 3 clusters Score -6742890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6742888.000000 Penalty: 5367.828613
	Iteration 88Q: 3 clusters Score -6742888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6742886.000000 Penalty: 5367.828613
	Iteration 89Q: 3 clusters Score -6742886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6742881.500000 Penalty: 5367.828613
	Iteration 90Q: 3 clusters Score -6742882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6742887.500000 Penalty: 5367.828613
	Iteration 91Q: 3 clusters Score -6742888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6742878.000000 Penalty: 5367.828613
	Iteration 92Q: 3 clusters Score -6742878 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6742883.500000 Penalty: 5367.828613
	Iteration 93Q: 3 clusters Score -6742884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6742878.000000 Penalty: 5367.828613
	Iteration 94Q: 3 clusters Score -6742878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6742886.000000 Penalty: 5367.828613
	Iteration 95Q: 3 clusters Score -6742886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6742900.000000 Penalty: 5367.828613
	Iteration 96Q: 3 clusters Score -6742900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6742894.000000 Penalty: 5367.828613
	Iteration 97Q: 3 clusters Score -6742894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6742893.500000 Penalty: 5367.828613
	Iteration 98Q: 3 clusters Score -6742894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6742900.500000 Penalty: 5367.828613
	Iteration 99Q: 3 clusters Score -6742900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6742911.500000 Penalty: 5367.828613
	Iteration 100F: 3 clusters Score -6742912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6742906.500000 Penalty: 5367.828613
	Iteration 101Q: 3 clusters Score -6742906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6742912.000000 Penalty: 5367.828613
	Iteration 102Q: 3 clusters Score -6742912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6742919.500000 Penalty: 5367.828613
	Iteration 103Q: 3 clusters Score -6742920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6742911.000000 Penalty: 5367.828613
	Iteration 104Q: 3 clusters Score -6742911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6742912.500000 Penalty: 5367.828613
	Iteration 105Q: 3 clusters Score -6742912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6742924.500000 Penalty: 5367.828613
	Iteration 106Q: 3 clusters Score -6742924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6742926.000000 Penalty: 5367.828613
	Iteration 107Q: 3 clusters Score -6742926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6742938.500000 Penalty: 5367.828613
	Iteration 108Q: 3 clusters Score -6742938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6742947.500000 Penalty: 5367.828613
	Iteration 109Q: 3 clusters Score -6742948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6742946.500000 Penalty: 5367.828613
	Iteration 110Q: 3 clusters Score -6742946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6742957.000000 Penalty: 5367.828613
	Iteration 111Q: 3 clusters Score -6742957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6742951.000000 Penalty: 5367.828613
	Iteration 112Q: 3 clusters Score -6742951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6742953.500000 Penalty: 5367.828613
	Iteration 113Q: 3 clusters Score -6742954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6742969.000000 Penalty: 5367.828613
	Iteration 114Q: 3 clusters Score -6742969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6742957.000000 Penalty: 5367.828613
	Iteration 115Q: 3 clusters Score -6742957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6742964.500000 Penalty: 5367.828613
	Iteration 116Q: 3 clusters Score -6742964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6742972.000000 Penalty: 5367.828613
	Iteration 117Q: 3 clusters Score -6742972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6742966.500000 Penalty: 5367.828613
	Iteration 118Q: 3 clusters Score -6742966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6742965.000000 Penalty: 5367.828613
	Iteration 119Q: 3 clusters Score -6742965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6742971.000000 Penalty: 5367.828613
	Iteration 120F: 3 clusters Score -6742971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6742970.000000 Penalty: 5367.828613
	Iteration 121Q: 3 clusters Score -6742970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6742968.000000 Penalty: 5367.828613
	Iteration 122Q: 3 clusters Score -6742968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6742971.500000 Penalty: 5367.828613
	Iteration 123Q: 3 clusters Score -6742972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6742971.500000 Penalty: 5367.828613
	Iteration 124Q: 3 clusters Score -6742972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6742972.000000 Penalty: 5367.828613
	Iteration 125Q: 3 clusters Score -6742972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6742973.000000 Penalty: 5367.828613
	Iteration 126Q: 3 clusters Score -6742973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6742974.500000 Penalty: 5367.828613
	Iteration 127Q: 3 clusters Score -6742974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6742977.500000 Penalty: 5367.828613
	Iteration 128Q: 3 clusters Score -6742978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6742976.500000 Penalty: 5367.828613
	Iteration 129Q: 3 clusters Score -6742976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6742973.000000 Penalty: 5367.828613
	Iteration 130Q: 3 clusters Score -6742973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6742970.000000 Penalty: 5367.828613
	Iteration 131Q: 3 clusters Score -6742970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6742970.000000 Penalty: 5367.828613
	Iteration 132Q: 3 clusters Score -6742970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6742967.000000 Penalty: 5367.828613
	Iteration 133Q: 3 clusters Score -6742967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6742970.000000 Penalty: 5367.828613
	Iteration 134Q: 3 clusters Score -6742970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6742969.500000 Penalty: 5367.828613
	Iteration 135Q: 3 clusters Score -6742970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6742969.500000 Penalty: 5367.828613
	Iteration 136F: 3 clusters Score -6742970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (88305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88305 members 
Entering Unmasked Estep 
Score: -12291447.000000 Penalty: 2824.360840
	Iteration 0F: 2 clusters Score -1.229145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -12232615.000000 Penalty: 5648.721680
	Iteration 0F: 3 clusters Score -1.223262e+07 nChanged 41453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -12256041.000000 Penalty: 5648.721680
	Iteration 1F: 3 clusters Score -1.225604e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -12257092.000000 Penalty: 5648.721680
	Iteration 2Q: 3 clusters Score -1.225709e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -12258723.000000 Penalty: 5648.721680
	Iteration 3Q: 3 clusters Score -1.225872e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -12261382.000000 Penalty: 5648.721680
	Iteration 4F: 3 clusters Score -1.226138e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -12266649.000000 Penalty: 5648.721680
	Iteration 5F: 3 clusters Score -1.226665e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -12274381.000000 Penalty: 5648.721680
	Iteration 6F: 3 clusters Score -1.227438e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -12281936.000000 Penalty: 5648.721680
	Iteration 7F: 3 clusters Score -1.228194e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -12286603.000000 Penalty: 5648.721680
	Iteration 8F: 3 clusters Score -1.22866e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -12288303.000000 Penalty: 5648.721680
	Iteration 9Q: 3 clusters Score -1.22883e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -12288991.000000 Penalty: 5648.721680
	Iteration 10Q: 3 clusters Score -1.228899e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 87678 members 
Entering Unmasked Estep 
Score: -12289222.000000 Penalty: 5648.721680
	Iteration 11Q: 3 clusters Score -1.228922e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -12289337.000000 Penalty: 5648.721680
	Iteration 12Q: 3 clusters Score -1.228934e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -12289415.000000 Penalty: 5648.721680
	Iteration 13Q: 3 clusters Score -1.228942e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -12289455.000000 Penalty: 5648.721680
	Iteration 14Q: 3 clusters Score -1.228946e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -12289504.000000 Penalty: 5648.721680
	Iteration 15Q: 3 clusters Score -1.22895e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -12289543.000000 Penalty: 5648.721680
	Iteration 16Q: 3 clusters Score -1.228954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
Score: -12289581.000000 Penalty: 5648.721680
	Iteration 17Q: 3 clusters Score -1.228958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -12289606.000000 Penalty: 5648.721680
	Iteration 18Q: 3 clusters Score -1.228961e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -12289627.000000 Penalty: 5648.721680
	Iteration 19Q: 3 clusters Score -1.228963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 87649 members 
Entering Unmasked Estep 
Score: -12289629.000000 Penalty: 5648.721680
	Iteration 20F: 3 clusters Score -1.228963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -12289628.000000 Penalty: 5648.721680
	Iteration 21Q: 3 clusters Score -1.228963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -12289644.000000 Penalty: 5648.721680
	Iteration 22Q: 3 clusters Score -1.228964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -12289668.000000 Penalty: 5648.721680
	Iteration 23Q: 3 clusters Score -1.228967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -12289666.000000 Penalty: 5648.721680
	Iteration 24Q: 3 clusters Score -1.228967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -12289672.000000 Penalty: 5648.721680
	Iteration 25Q: 3 clusters Score -1.228967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 87604 members 
Entering Unmasked Estep 
Score: -12289681.000000 Penalty: 5648.721680
	Iteration 26Q: 3 clusters Score -1.228968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -12289686.000000 Penalty: 5648.721680
	Iteration 27Q: 3 clusters Score -1.228969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 87595 members 
Entering Unmasked Estep 
Score: -12289693.000000 Penalty: 5648.721680
	Iteration 28Q: 3 clusters Score -1.228969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -12289693.000000 Penalty: 5648.721680
	Iteration 29Q: 3 clusters Score -1.228969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -12289707.000000 Penalty: 5648.721680
	Iteration 30Q: 3 clusters Score -1.228971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -12289704.000000 Penalty: 5648.721680
	Iteration 31Q: 3 clusters Score -1.22897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -12289716.000000 Penalty: 5648.721680
	Iteration 32Q: 3 clusters Score -1.228972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -12289710.000000 Penalty: 5648.721680
	Iteration 33Q: 3 clusters Score -1.228971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -12289717.000000 Penalty: 5648.721680
	Iteration 34Q: 3 clusters Score -1.228972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -12289722.000000 Penalty: 5648.721680
	Iteration 35Q: 3 clusters Score -1.228972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -12289725.000000 Penalty: 5648.721680
	Iteration 36Q: 3 clusters Score -1.228972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
Score: -12289731.000000 Penalty: 5648.721680
	Iteration 37Q: 3 clusters Score -1.228973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -12289724.000000 Penalty: 5648.721680
	Iteration 38Q: 3 clusters Score -1.228972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -12289727.000000 Penalty: 5648.721680
	Iteration 39Q: 3 clusters Score -1.228973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -12289740.000000 Penalty: 5648.721680
	Iteration 40F: 3 clusters Score -1.228974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -12289741.000000 Penalty: 5648.721680
	Iteration 41Q: 3 clusters Score -1.228974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -12289752.000000 Penalty: 5648.721680
	Iteration 42Q: 3 clusters Score -1.228975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 87527 members 
Entering Unmasked Estep 
Score: -12289759.000000 Penalty: 5648.721680
	Iteration 43Q: 3 clusters Score -1.228976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -12289784.000000 Penalty: 5648.721680
	Iteration 44Q: 3 clusters Score -1.228978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 87526 members 
Entering Unmasked Estep 
Score: -12289785.000000 Penalty: 5648.721680
	Iteration 45Q: 3 clusters Score -1.228978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -12289794.000000 Penalty: 5648.721680
	Iteration 46Q: 3 clusters Score -1.228979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -12289808.000000 Penalty: 5648.721680
	Iteration 47Q: 3 clusters Score -1.228981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -12289813.000000 Penalty: 5648.721680
	Iteration 48Q: 3 clusters Score -1.228981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -12289816.000000 Penalty: 5648.721680
	Iteration 49Q: 3 clusters Score -1.228982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -12289811.000000 Penalty: 5648.721680
	Iteration 50Q: 3 clusters Score -1.228981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -12289816.000000 Penalty: 5648.721680
	Iteration 51Q: 3 clusters Score -1.228982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 87499 members 
Entering Unmasked Estep 
Score: -12289820.000000 Penalty: 5648.721680
	Iteration 52Q: 3 clusters Score -1.228982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -12289821.000000 Penalty: 5648.721680
	Iteration 53Q: 3 clusters Score -1.228982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -12289824.000000 Penalty: 5648.721680
	Iteration 54Q: 3 clusters Score -1.228982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -12289817.000000 Penalty: 5648.721680
	Iteration 55Q: 3 clusters Score -1.228982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -12289817.000000 Penalty: 5648.721680
	Iteration 56F: 3 clusters Score -1.228982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -140925.859375 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -140925.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -138932.937500 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -138932.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -139341.593750 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -139341.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -139523.296875 Penalty: 3479.347900
	Iteration 2F: 3 clusters Score -139523.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -139700.218750 Penalty: 3479.347900
	Iteration 3F: 3 clusters Score -139700.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -139946.343750 Penalty: 3479.347900
	Iteration 4F: 3 clusters Score -139946.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140136.781250 Penalty: 3479.347900
	Iteration 5Q: 3 clusters Score -140136.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -140234.953125 Penalty: 3479.347900
	Iteration 6Q: 3 clusters Score -140235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -140289.468750 Penalty: 3479.347900
	Iteration 7Q: 3 clusters Score -140289.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -140346.203125 Penalty: 3479.347900
	Iteration 8Q: 3 clusters Score -140346.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140360.531250 Penalty: 3479.347900
	Iteration 9Q: 3 clusters Score -140360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -140362.390625 Penalty: 3479.347900
	Iteration 10Q: 3 clusters Score -140362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -140366.046875 Penalty: 3479.347900
	Iteration 11Q: 3 clusters Score -140366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140366.453125 Penalty: 3479.347900
	Iteration 12Q: 3 clusters Score -140366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140366.453125 Penalty: 3479.347900
	Iteration 13F: 3 clusters Score -140366.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -64840.933594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -64840.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63303.664062 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -63303.66 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63594.496094 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -63594.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63699.539062 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -63699.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63832.503906 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -63832.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63870.414062 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -63870.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63914.574219 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -63914.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63949.925781 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -63949.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63981.492188 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -63981.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63998.820312 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -63998.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64018.128906 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -64018.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64056.398438 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -64056.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64088.453125 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -64088.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64117.734375 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -64117.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64139.414062 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -64139.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64163.800781 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -64163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64204.445312 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -64204.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64228.035156 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -64228.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64234.523438 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -64234.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64234.523438 Penalty: 3124.278809
	Iteration 18F: 3 clusters Score -64234.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (174512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174512 members 
Entering Unmasked Estep 
Score: -23997262.000000 Penalty: 2993.297607
	Iteration 0F: 2 clusters Score -2.399726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -23882778.000000 Penalty: 5986.595215
	Iteration 0F: 3 clusters Score -2.388278e+07 nChanged 83552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -23931990.000000 Penalty: 5986.595215
	Iteration 1F: 3 clusters Score -2.393199e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -23933236.000000 Penalty: 5986.595215
	Iteration 2Q: 3 clusters Score -2.393324e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -23934766.000000 Penalty: 5986.595215
	Iteration 3Q: 3 clusters Score -2.393477e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87417 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -23936910.000000 Penalty: 5986.595215
	Iteration 4Q: 3 clusters Score -2.393691e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -23940292.000000 Penalty: 5986.595215
	Iteration 5Q: 3 clusters Score -2.394029e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -23945048.000000 Penalty: 5986.595215
	Iteration 6Q: 3 clusters Score -2.394505e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -23951112.000000 Penalty: 5986.595215
	Iteration 7F: 3 clusters Score -2.395111e+07 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 92053 members 
Entering Unmasked Estep 
Score: -23959216.000000 Penalty: 5986.595215
	Iteration 8F: 3 clusters Score -2.395922e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -23967238.000000 Penalty: 5986.595215
	Iteration 9F: 3 clusters Score -2.396724e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 97406 members 
Entering Unmasked Estep 
Score: -23972934.000000 Penalty: 5986.595215
	Iteration 10F: 3 clusters Score -2.397293e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 99596 members 
Entering Unmasked Estep 
Score: -23975382.000000 Penalty: 5986.595215
	Iteration 11Q: 3 clusters Score -2.397538e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -23976490.000000 Penalty: 5986.595215
	Iteration 12Q: 3 clusters Score -2.397649e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -23977326.000000 Penalty: 5986.595215
	Iteration 13Q: 3 clusters Score -2.397733e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -23978072.000000 Penalty: 5986.595215
	Iteration 14Q: 3 clusters Score -2.397807e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 108362 members 
Entering Unmasked Estep 
Score: -23978866.000000 Penalty: 5986.595215
	Iteration 15Q: 3 clusters Score -2.397887e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 110772 members 
Entering Unmasked Estep 
Score: -23979718.000000 Penalty: 5986.595215
	Iteration 16Q: 3 clusters Score -2.397972e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 113248 members 
Entering Unmasked Estep 
Score: -23980546.000000 Penalty: 5986.595215
	Iteration 17Q: 3 clusters Score -2.398055e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 115925 members 
Entering Unmasked Estep 
Score: -23981414.000000 Penalty: 5986.595215
	Iteration 18Q: 3 clusters Score -2.398141e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 118595 members 
Entering Unmasked Estep 
Score: -23982304.000000 Penalty: 5986.595215
	Iteration 19Q: 3 clusters Score -2.39823e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 121318 members 
Entering Unmasked Estep 
Score: -23983258.000000 Penalty: 5986.595215
	Iteration 20F: 3 clusters Score -2.398326e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 124058 members 
Entering Unmasked Estep 
Score: -23984002.000000 Penalty: 5986.595215
	Iteration 21Q: 3 clusters Score -2.3984e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 126732 members 
Entering Unmasked Estep 
Score: -23984700.000000 Penalty: 5986.595215
	Iteration 22Q: 3 clusters Score -2.39847e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 129446 members 
Entering Unmasked Estep 
Score: -23985536.000000 Penalty: 5986.595215
	Iteration 23Q: 3 clusters Score -2.398554e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 132170 members 
Entering Unmasked Estep 
Score: -23986376.000000 Penalty: 5986.595215
	Iteration 24Q: 3 clusters Score -2.398638e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 134895 members 
Entering Unmasked Estep 
Score: -23987168.000000 Penalty: 5986.595215
	Iteration 25Q: 3 clusters Score -2.398717e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 137462 members 
Entering Unmasked Estep 
Score: -23987914.000000 Penalty: 5986.595215
	Iteration 26Q: 3 clusters Score -2.398791e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 140043 members 
Entering Unmasked Estep 
Score: -23988784.000000 Penalty: 5986.595215
	Iteration 27Q: 3 clusters Score -2.398878e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 142661 members 
Entering Unmasked Estep 
Score: -23989468.000000 Penalty: 5986.595215
	Iteration 28Q: 3 clusters Score -2.398947e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 145281 members 
Entering Unmasked Estep 
Score: -23990234.000000 Penalty: 5986.595215
	Iteration 29Q: 3 clusters Score -2.399023e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 147780 members 
Entering Unmasked Estep 
Score: -23990862.000000 Penalty: 5986.595215
	Iteration 30Q: 3 clusters Score -2.399086e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 150205 members 
Entering Unmasked Estep 
Score: -23991356.000000 Penalty: 5986.595215
	Iteration 31Q: 3 clusters Score -2.399136e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 152598 members 
Entering Unmasked Estep 
Score: -23992264.000000 Penalty: 5986.595215
	Iteration 32Q: 3 clusters Score -2.399226e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 154905 members 
Entering Unmasked Estep 
Score: -23992856.000000 Penalty: 5986.595215
	Iteration 33Q: 3 clusters Score -2.399286e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 157026 members 
Entering Unmasked Estep 
Score: -23993452.000000 Penalty: 5986.595215
	Iteration 34Q: 3 clusters Score -2.399345e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 158994 members 
Entering Unmasked Estep 
Score: -23993880.000000 Penalty: 5986.595215
	Iteration 35Q: 3 clusters Score -2.399388e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 160765 members 
Entering Unmasked Estep 
Score: -23994426.000000 Penalty: 5986.595215
	Iteration 36Q: 3 clusters Score -2.399443e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 162397 members 
Entering Unmasked Estep 
Score: -23994854.000000 Penalty: 5986.595215
	Iteration 37Q: 3 clusters Score -2.399485e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 163825 members 
Entering Unmasked Estep 
Score: -23995188.000000 Penalty: 5986.595215
	Iteration 38Q: 3 clusters Score -2.399519e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 165025 members 
Entering Unmasked Estep 
Score: -23995520.000000 Penalty: 5986.595215
	Iteration 39Q: 3 clusters Score -2.399552e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 165995 members 
Entering Unmasked Estep 
Score: -23995876.000000 Penalty: 5986.595215
	Iteration 40F: 3 clusters Score -2.399588e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 166921 members 
Entering Unmasked Estep 
Score: -23996024.000000 Penalty: 5986.595215
	Iteration 41Q: 3 clusters Score -2.399602e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 167683 members 
Entering Unmasked Estep 
Score: -23996242.000000 Penalty: 5986.595215
	Iteration 42Q: 3 clusters Score -2.399624e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 168303 members 
Entering Unmasked Estep 
Score: -23996288.000000 Penalty: 5986.595215
	Iteration 43Q: 3 clusters Score -2.399629e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 168831 members 
Entering Unmasked Estep 
Score: -23996310.000000 Penalty: 5986.595215
	Iteration 44Q: 3 clusters Score -2.399631e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 169265 members 
Entering Unmasked Estep 
Score: -23996380.000000 Penalty: 5986.595215
	Iteration 45Q: 3 clusters Score -2.399638e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 169648 members 
Entering Unmasked Estep 
Score: -23996412.000000 Penalty: 5986.595215
	Iteration 46Q: 3 clusters Score -2.399641e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 169975 members 
Entering Unmasked Estep 
Score: -23996510.000000 Penalty: 5986.595215
	Iteration 47Q: 3 clusters Score -2.399651e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 170236 members 
Entering Unmasked Estep 
Score: -23996526.000000 Penalty: 5986.595215
	Iteration 48Q: 3 clusters Score -2.399653e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 170449 members 
Entering Unmasked Estep 
Score: -23996558.000000 Penalty: 5986.595215
	Iteration 49Q: 3 clusters Score -2.399656e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 170642 members 
Entering Unmasked Estep 
Score: -23996536.000000 Penalty: 5986.595215
	Iteration 50Q: 3 clusters Score -2.399654e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 170772 members 
Entering Unmasked Estep 
Score: -23996608.000000 Penalty: 5986.595215
	Iteration 51Q: 3 clusters Score -2.399661e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 170906 members 
Entering Unmasked Estep 
Score: -23996630.000000 Penalty: 5986.595215
	Iteration 52Q: 3 clusters Score -2.399663e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 171001 members 
Entering Unmasked Estep 
Score: -23996630.000000 Penalty: 5986.595215
	Iteration 53Q: 3 clusters Score -2.399663e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 171098 members 
Entering Unmasked Estep 
Score: -23996670.000000 Penalty: 5986.595215
	Iteration 54Q: 3 clusters Score -2.399667e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 171191 members 
Entering Unmasked Estep 
Score: -23996704.000000 Penalty: 5986.595215
	Iteration 55Q: 3 clusters Score -2.39967e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -23996716.000000 Penalty: 5986.595215
	Iteration 56Q: 3 clusters Score -2.399672e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 171312 members 
Entering Unmasked Estep 
Score: -23996752.000000 Penalty: 5986.595215
	Iteration 57Q: 3 clusters Score -2.399675e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 171343 members 
Entering Unmasked Estep 
Score: -23996776.000000 Penalty: 5986.595215
	Iteration 58Q: 3 clusters Score -2.399678e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -23996790.000000 Penalty: 5986.595215
	Iteration 59Q: 3 clusters Score -2.399679e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 171393 members 
Entering Unmasked Estep 
Score: -23996790.000000 Penalty: 5986.595215
	Iteration 60F: 3 clusters Score -2.399679e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 171427 members 
Entering Unmasked Estep 
Score: -23996788.000000 Penalty: 5986.595215
	Iteration 61Q: 3 clusters Score -2.399679e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -23996770.000000 Penalty: 5986.595215
	Iteration 62Q: 3 clusters Score -2.399677e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -23996768.000000 Penalty: 5986.595215
	Iteration 63Q: 3 clusters Score -2.399677e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 171496 members 
Entering Unmasked Estep 
Score: -23996788.000000 Penalty: 5986.595215
	Iteration 64Q: 3 clusters Score -2.399679e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -23996788.000000 Penalty: 5986.595215
	Iteration 65Q: 3 clusters Score -2.399679e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 171519 members 
Entering Unmasked Estep 
Score: -23996802.000000 Penalty: 5986.595215
	Iteration 66Q: 3 clusters Score -2.39968e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 171533 members 
Entering Unmasked Estep 
Score: -23996812.000000 Penalty: 5986.595215
	Iteration 67Q: 3 clusters Score -2.399681e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 171540 members 
Entering Unmasked Estep 
Score: -23996808.000000 Penalty: 5986.595215
	Iteration 68Q: 3 clusters Score -2.399681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 171541 members 
Entering Unmasked Estep 
Score: -23996806.000000 Penalty: 5986.595215
	Iteration 69Q: 3 clusters Score -2.399681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 171544 members 
Entering Unmasked Estep 
Score: -23996798.000000 Penalty: 5986.595215
	Iteration 70Q: 3 clusters Score -2.39968e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 171545 members 
Entering Unmasked Estep 
Score: -23996784.000000 Penalty: 5986.595215
	Iteration 71Q: 3 clusters Score -2.399678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 171555 members 
Entering Unmasked Estep 
Score: -23996798.000000 Penalty: 5986.595215
	Iteration 72Q: 3 clusters Score -2.39968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 171563 members 
Entering Unmasked Estep 
Score: -23996804.000000 Penalty: 5986.595215
	Iteration 73Q: 3 clusters Score -2.39968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 171568 members 
Entering Unmasked Estep 
Score: -23996792.000000 Penalty: 5986.595215
	Iteration 74Q: 3 clusters Score -2.399679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 171573 members 
Entering Unmasked Estep 
Score: -23996784.000000 Penalty: 5986.595215
	Iteration 75Q: 3 clusters Score -2.399678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 171576 members 
Entering Unmasked Estep 
Score: -23996776.000000 Penalty: 5986.595215
	Iteration 76Q: 3 clusters Score -2.399678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 171572 members 
Entering Unmasked Estep 
Score: -23996758.000000 Penalty: 5986.595215
	Iteration 77Q: 3 clusters Score -2.399676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 171572 members 
Entering Unmasked Estep 
Score: -23996762.000000 Penalty: 5986.595215
	Iteration 78Q: 3 clusters Score -2.399676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 171570 members 
Entering Unmasked Estep 
Score: -23996768.000000 Penalty: 5986.595215
	Iteration 79Q: 3 clusters Score -2.399677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 171569 members 
Entering Unmasked Estep 
Score: -23996778.000000 Penalty: 5986.595215
	Iteration 80F: 3 clusters Score -2.399678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 171568 members 
Entering Unmasked Estep 
Score: -23996770.000000 Penalty: 5986.595215
	Iteration 81Q: 3 clusters Score -2.399677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 171569 members 
Entering Unmasked Estep 
Score: -23996774.000000 Penalty: 5986.595215
	Iteration 82Q: 3 clusters Score -2.399677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 171567 members 
Entering Unmasked Estep 
Score: -23996768.000000 Penalty: 5986.595215
	Iteration 83Q: 3 clusters Score -2.399677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 171566 members 
Entering Unmasked Estep 
Score: -23996776.000000 Penalty: 5986.595215
	Iteration 84Q: 3 clusters Score -2.399678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -23996796.000000 Penalty: 5986.595215
	Iteration 85Q: 3 clusters Score -2.39968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -23996796.000000 Penalty: 5986.595215
	Iteration 86F: 3 clusters Score -2.39968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (100831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100831 members 
Entering Unmasked Estep 
Score: -13987097.000000 Penalty: 2857.257812
	Iteration 0F: 2 clusters Score -1.39871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -13919651.000000 Penalty: 5714.515625
	Iteration 0F: 3 clusters Score -1.391965e+07 nChanged 47847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -13947299.000000 Penalty: 5714.515625
	Iteration 1F: 3 clusters Score -1.39473e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -13948332.000000 Penalty: 5714.515625
	Iteration 2Q: 3 clusters Score -1.394833e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -13949702.000000 Penalty: 5714.515625
	Iteration 3Q: 3 clusters Score -1.39497e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -13951721.000000 Penalty: 5714.515625
	Iteration 4Q: 3 clusters Score -1.395172e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -13954796.000000 Penalty: 5714.515625
	Iteration 5F: 3 clusters Score -1.39548e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -13959339.000000 Penalty: 5714.515625
	Iteration 6F: 3 clusters Score -1.395934e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 79292 members 
Entering Unmasked Estep 
Score: -13965271.000000 Penalty: 5714.515625
	Iteration 7F: 3 clusters Score -1.396527e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -13971792.000000 Penalty: 5714.515625
	Iteration 8F: 3 clusters Score -1.397179e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -13977548.000000 Penalty: 5714.515625
	Iteration 9F: 3 clusters Score -1.397755e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -13981483.000000 Penalty: 5714.515625
	Iteration 10Q: 3 clusters Score -1.398148e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 99337 members 
Entering Unmasked Estep 
Score: -13983340.000000 Penalty: 5714.515625
	Iteration 11Q: 3 clusters Score -1.398334e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -13984075.000000 Penalty: 5714.515625
	Iteration 12Q: 3 clusters Score -1.398408e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 100383 members 
Entering Unmasked Estep 
Score: -13984324.000000 Penalty: 5714.515625
	Iteration 13Q: 3 clusters Score -1.398432e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -13984464.000000 Penalty: 5714.515625
	Iteration 14Q: 3 clusters Score -1.398446e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 100502 members 
Entering Unmasked Estep 
Score: -13984513.000000 Penalty: 5714.515625
	Iteration 15Q: 3 clusters Score -1.398451e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -13984537.000000 Penalty: 5714.515625
	Iteration 16Q: 3 clusters Score -1.398454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -13984566.000000 Penalty: 5714.515625
	Iteration 17Q: 3 clusters Score -1.398457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -13984577.000000 Penalty: 5714.515625
	Iteration 18Q: 3 clusters Score -1.398458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 100532 members 
Entering Unmasked Estep 
Score: -13984576.000000 Penalty: 5714.515625
	Iteration 19Q: 3 clusters Score -1.398458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -13984568.000000 Penalty: 5714.515625
	Iteration 20F: 3 clusters Score -1.398457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 100537 members 
Entering Unmasked Estep 
Score: -13984565.000000 Penalty: 5714.515625
	Iteration 21Q: 3 clusters Score -1.398456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -13984566.000000 Penalty: 5714.515625
	Iteration 22Q: 3 clusters Score -1.398457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -13984570.000000 Penalty: 5714.515625
	Iteration 23Q: 3 clusters Score -1.398457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 100541 members 
Entering Unmasked Estep 
Score: -13984581.000000 Penalty: 5714.515625
	Iteration 24Q: 3 clusters Score -1.398458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -13984577.000000 Penalty: 5714.515625
	Iteration 25Q: 3 clusters Score -1.398458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 100543 members 
Entering Unmasked Estep 
Score: -13984582.000000 Penalty: 5714.515625
	Iteration 26Q: 3 clusters Score -1.398458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -13984579.000000 Penalty: 5714.515625
	Iteration 27Q: 3 clusters Score -1.398458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -13984579.000000 Penalty: 5714.515625
	Iteration 28F: 3 clusters Score -1.398458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (208429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208429 members 
Entering Unmasked Estep 
Score: -28687846.000000 Penalty: 3037.343750
	Iteration 0F: 2 clusters Score -2.868785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103931 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -28555368.000000 Penalty: 6074.687500
	Iteration 0F: 3 clusters Score -2.855537e+07 nChanged 100236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 109214 members 
Entering Unmasked Estep 
Score: -28614174.000000 Penalty: 6074.687500
	Iteration 1F: 3 clusters Score -2.861417e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 112139 members 
Entering Unmasked Estep 
Score: -28615326.000000 Penalty: 6074.687500
	Iteration 2Q: 3 clusters Score -2.861533e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 116532 members 
Entering Unmasked Estep 
Score: -28617406.000000 Penalty: 6074.687500
	Iteration 3Q: 3 clusters Score -2.861741e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 123084 members 
Entering Unmasked Estep 
Score: -28620470.000000 Penalty: 6074.687500
	Iteration 4Q: 3 clusters Score -2.862047e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75770 members 
Mstep: Class 2 contains 132659 members 
Entering Unmasked Estep 
Score: -28625974.000000 Penalty: 6074.687500
	Iteration 5Q: 3 clusters Score -2.862597e+07 nChanged 13488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 145925 members 
Entering Unmasked Estep 
Score: -28634730.000000 Penalty: 6074.687500
	Iteration 6F: 3 clusters Score -2.863473e+07 nChanged 16605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 162476 members 
Entering Unmasked Estep 
Score: -28647116.000000 Penalty: 6074.687500
	Iteration 7F: 3 clusters Score -2.864712e+07 nChanged 17210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 179680 members 
Entering Unmasked Estep 
Score: -28661052.000000 Penalty: 6074.687500
	Iteration 8F: 3 clusters Score -2.866105e+07 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 193792 members 
Entering Unmasked Estep 
Score: -28673098.000000 Penalty: 6074.687500
	Iteration 9F: 3 clusters Score -2.86731e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 202209 members 
Entering Unmasked Estep 
Score: -28679960.000000 Penalty: 6074.687500
	Iteration 10Q: 3 clusters Score -2.867996e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 205949 members 
Entering Unmasked Estep 
Score: -28683052.000000 Penalty: 6074.687500
	Iteration 11Q: 3 clusters Score -2.868305e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 207374 members 
Entering Unmasked Estep 
Score: -28684282.000000 Penalty: 6074.687500
	Iteration 12Q: 3 clusters Score -2.868428e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 207865 members 
Entering Unmasked Estep 
Score: -28684804.000000 Penalty: 6074.687500
	Iteration 13Q: 3 clusters Score -2.86848e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 208004 members 
Entering Unmasked Estep 
Score: -28684986.000000 Penalty: 6074.687500
	Iteration 14Q: 3 clusters Score -2.868499e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 208061 members 
Entering Unmasked Estep 
Score: -28685074.000000 Penalty: 6074.687500
	Iteration 15Q: 3 clusters Score -2.868507e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 208094 members 
Entering Unmasked Estep 
Score: -28685164.000000 Penalty: 6074.687500
	Iteration 16Q: 3 clusters Score -2.868516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208103 members 
Entering Unmasked Estep 
Score: -28685222.000000 Penalty: 6074.687500
	Iteration 17Q: 3 clusters Score -2.868522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 208109 members 
Entering Unmasked Estep 
Score: -28685236.000000 Penalty: 6074.687500
	Iteration 18Q: 3 clusters Score -2.868524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 208113 members 
Entering Unmasked Estep 
Score: -28685234.000000 Penalty: 6074.687500
	Iteration 19Q: 3 clusters Score -2.868523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 208116 members 
Entering Unmasked Estep 
Score: -28685250.000000 Penalty: 6074.687500
	Iteration 20F: 3 clusters Score -2.868525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 208118 members 
Entering Unmasked Estep 
Score: -28685246.000000 Penalty: 6074.687500
	Iteration 21Q: 3 clusters Score -2.868525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 208120 members 
Entering Unmasked Estep 
Score: -28685242.000000 Penalty: 6074.687500
	Iteration 22Q: 3 clusters Score -2.868524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 208121 members 
Entering Unmasked Estep 
Score: -28685242.000000 Penalty: 6074.687500
	Iteration 23Q: 3 clusters Score -2.868524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 208121 members 
Entering Unmasked Estep 
Score: -28685242.000000 Penalty: 6074.687500
	Iteration 24F: 3 clusters Score -2.868524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -438689.906250 Penalty: 2010.863892
	Iteration 0F: 2 clusters Score -438689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -435239.656250 Penalty: 4021.727783
	Iteration 0F: 3 clusters Score -435239.7 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -436079.250000 Penalty: 4021.727783
	Iteration 1F: 3 clusters Score -436079.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -436310.843750 Penalty: 4021.727783
	Iteration 2F: 3 clusters Score -436310.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -436440.875000 Penalty: 4021.727783
	Iteration 3Q: 3 clusters Score -436440.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -436533.875000 Penalty: 4021.727783
	Iteration 4Q: 3 clusters Score -436533.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -436614.781250 Penalty: 4021.727783
	Iteration 5Q: 3 clusters Score -436614.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -436673.031250 Penalty: 4021.727783
	Iteration 6Q: 3 clusters Score -436673 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -436728.343750 Penalty: 4021.727783
	Iteration 7Q: 3 clusters Score -436728.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -436782.656250 Penalty: 4021.727783
	Iteration 8Q: 3 clusters Score -436782.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -436833.562500 Penalty: 4021.727783
	Iteration 9Q: 3 clusters Score -436833.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -436875.718750 Penalty: 4021.727783
	Iteration 10Q: 3 clusters Score -436875.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -436925.156250 Penalty: 4021.727783
	Iteration 11Q: 3 clusters Score -436925.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -436959.468750 Penalty: 4021.727783
	Iteration 12Q: 3 clusters Score -436959.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -436992.343750 Penalty: 4021.727783
	Iteration 13Q: 3 clusters Score -436992.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -437017.343750 Penalty: 4021.727783
	Iteration 14Q: 3 clusters Score -437017.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -437038.218750 Penalty: 4021.727783
	Iteration 15Q: 3 clusters Score -437038.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -437052.281250 Penalty: 4021.727783
	Iteration 16Q: 3 clusters Score -437052.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -437067.968750 Penalty: 4021.727783
	Iteration 17Q: 3 clusters Score -437068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -437082.343750 Penalty: 4021.727783
	Iteration 18Q: 3 clusters Score -437082.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -437096.218750 Penalty: 4021.727783
	Iteration 19Q: 3 clusters Score -437096.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -437106.718750 Penalty: 4021.727783
	Iteration 20F: 3 clusters Score -437106.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -437113.812500 Penalty: 4021.727783
	Iteration 21Q: 3 clusters Score -437113.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -437124.125000 Penalty: 4021.727783
	Iteration 22Q: 3 clusters Score -437124.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -437132.875000 Penalty: 4021.727783
	Iteration 23Q: 3 clusters Score -437132.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -437139.000000 Penalty: 4021.727783
	Iteration 24Q: 3 clusters Score -437139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -437144.781250 Penalty: 4021.727783
	Iteration 25Q: 3 clusters Score -437144.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -437151.406250 Penalty: 4021.727783
	Iteration 26Q: 3 clusters Score -437151.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -437153.781250 Penalty: 4021.727783
	Iteration 27Q: 3 clusters Score -437153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -437155.656250 Penalty: 4021.727783
	Iteration 28Q: 3 clusters Score -437155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -437157.687500 Penalty: 4021.727783
	Iteration 29Q: 3 clusters Score -437157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -437158.750000 Penalty: 4021.727783
	Iteration 30Q: 3 clusters Score -437158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -437159.125000 Penalty: 4021.727783
	Iteration 31Q: 3 clusters Score -437159.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -437159.718750 Penalty: 4021.727783
	Iteration 32Q: 3 clusters Score -437159.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -437161.718750 Penalty: 4021.727783
	Iteration 33Q: 3 clusters Score -437161.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -437162.812500 Penalty: 4021.727783
	Iteration 34Q: 3 clusters Score -437162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -437164.812500 Penalty: 4021.727783
	Iteration 35Q: 3 clusters Score -437164.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -437170.656250 Penalty: 4021.727783
	Iteration 36Q: 3 clusters Score -437170.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -437175.312500 Penalty: 4021.727783
	Iteration 37Q: 3 clusters Score -437175.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -437179.843750 Penalty: 4021.727783
	Iteration 38Q: 3 clusters Score -437179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -437182.843750 Penalty: 4021.727783
	Iteration 39Q: 3 clusters Score -437182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -437185.718750 Penalty: 4021.727783
	Iteration 40F: 3 clusters Score -437185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -437189.906250 Penalty: 4021.727783
	Iteration 41Q: 3 clusters Score -437189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -437191.031250 Penalty: 4021.727783
	Iteration 42Q: 3 clusters Score -437191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -437193.343750 Penalty: 4021.727783
	Iteration 43Q: 3 clusters Score -437193.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -437195.937500 Penalty: 4021.727783
	Iteration 44Q: 3 clusters Score -437195.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -437197.781250 Penalty: 4021.727783
	Iteration 45Q: 3 clusters Score -437197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -437199.000000 Penalty: 4021.727783
	Iteration 46Q: 3 clusters Score -437199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -437201.875000 Penalty: 4021.727783
	Iteration 47Q: 3 clusters Score -437201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -437203.468750 Penalty: 4021.727783
	Iteration 48Q: 3 clusters Score -437203.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -437206.718750 Penalty: 4021.727783
	Iteration 49Q: 3 clusters Score -437206.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -437211.093750 Penalty: 4021.727783
	Iteration 50Q: 3 clusters Score -437211.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -437213.250000 Penalty: 4021.727783
	Iteration 51Q: 3 clusters Score -437213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -437215.562500 Penalty: 4021.727783
	Iteration 52Q: 3 clusters Score -437215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -437216.375000 Penalty: 4021.727783
	Iteration 53Q: 3 clusters Score -437216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -437217.375000 Penalty: 4021.727783
	Iteration 54Q: 3 clusters Score -437217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -437217.875000 Penalty: 4021.727783
	Iteration 55Q: 3 clusters Score -437217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -437218.031250 Penalty: 4021.727783
	Iteration 56Q: 3 clusters Score -437218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -437218.781250 Penalty: 4021.727783
	Iteration 57Q: 3 clusters Score -437218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -437218.812500 Penalty: 4021.727783
	Iteration 58Q: 3 clusters Score -437218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -437220.187500 Penalty: 4021.727783
	Iteration 59Q: 3 clusters Score -437220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -437221.531250 Penalty: 4021.727783
	Iteration 60F: 3 clusters Score -437221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -437223.468750 Penalty: 4021.727783
	Iteration 61Q: 3 clusters Score -437223.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -437224.781250 Penalty: 4021.727783
	Iteration 62Q: 3 clusters Score -437224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -437226.718750 Penalty: 4021.727783
	Iteration 63Q: 3 clusters Score -437226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -437228.468750 Penalty: 4021.727783
	Iteration 64Q: 3 clusters Score -437228.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -437229.968750 Penalty: 4021.727783
	Iteration 65Q: 3 clusters Score -437230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -437231.218750 Penalty: 4021.727783
	Iteration 66Q: 3 clusters Score -437231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -437231.687500 Penalty: 4021.727783
	Iteration 67Q: 3 clusters Score -437231.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -437231.687500 Penalty: 4021.727783
	Iteration 68F: 3 clusters Score -437231.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Entering Unmasked Estep 
Score: -3094406.750000 Penalty: 2481.476562
	Iteration 0F: 2 clusters Score -3094407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3078864.250000 Penalty: 4962.953125
	Iteration 0F: 3 clusters Score -3078864 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3084160.000000 Penalty: 4962.953125
	Iteration 1F: 3 clusters Score -3084160 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3084647.250000 Penalty: 4962.953125
	Iteration 2F: 3 clusters Score -3084647 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -3085075.750000 Penalty: 4962.953125
	Iteration 3Q: 3 clusters Score -3085076 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3085519.250000 Penalty: 4962.953125
	Iteration 4Q: 3 clusters Score -3085519 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3085994.000000 Penalty: 4962.953125
	Iteration 5Q: 3 clusters Score -3085994 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3086495.250000 Penalty: 4962.953125
	Iteration 6Q: 3 clusters Score -3086495 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -3087068 nChanged 1079
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -3088428 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3089789 nChanged 844
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3090656 nChanged 246
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3090896 nChanged 140
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Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3090938 nChanged 136
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Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3090960 nChanged 120
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Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3090971 nChanged 107
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Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3090999 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3091014 nChanged 91
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Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3091028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3091032.750000 Penalty: 4962.953125
	Iteration 27Q: 3 clusters Score -3091033 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3091050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3091063 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3091058 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3091064.500000 Penalty: 4962.953125
	Iteration 31Q: 3 clusters Score -3091064 nChanged 60
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Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -3091067.250000 Penalty: 4962.953125
	Iteration 32Q: 3 clusters Score -3091067 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3091084 nChanged 53
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Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3091094.500000 Penalty: 4962.953125
	Iteration 34Q: 3 clusters Score -3091094 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14627 members 
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Entering Unmasked Estep 
Score: -3091100.750000 Penalty: 4962.953125
	Iteration 35Q: 3 clusters Score -3091101 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3091108 nChanged 74
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Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3091125.250000 Penalty: 4962.953125
	Iteration 37Q: 3 clusters Score -3091125 nChanged 77
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Mstep: Class 1 contains 14844 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3091132 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
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	Iteration 39Q: 3 clusters Score -3091147 nChanged 105
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Mstep: Class 1 contains 15027 members 
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	Iteration 40F: 3 clusters Score -3091163 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
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Score: -3091199.250000 Penalty: 4962.953125
	Iteration 41Q: 3 clusters Score -3091199 nChanged 129
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Mstep: Class 1 contains 15266 members 
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Entering Unmasked Estep 
Score: -3091217.500000 Penalty: 4962.953125
	Iteration 42Q: 3 clusters Score -3091218 nChanged 146
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Mstep: Class 1 contains 15412 members 
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	Iteration 43Q: 3 clusters Score -3091244 nChanged 139
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Mstep: Class 1 contains 15698 members 
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Entering Unmasked Estep 
Score: -3091292.500000 Penalty: 4962.953125
	Iteration 45Q: 3 clusters Score -3091292 nChanged 146
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Mstep: Class 1 contains 15844 members 
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Entering Unmasked Estep 
Score: -3091326.500000 Penalty: 4962.953125
	Iteration 46Q: 3 clusters Score -3091326 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3091356.000000 Penalty: 4962.953125
	Iteration 47Q: 3 clusters Score -3091356 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
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	Iteration 48Q: 3 clusters Score -3091388 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3091430.500000 Penalty: 4962.953125
	Iteration 49Q: 3 clusters Score -3091430 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3091465 nChanged 133
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Mstep: Class 1 contains 16552 members 
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	Iteration 51Q: 3 clusters Score -3091492 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
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Entering Unmasked Estep 
Score: -3091521.750000 Penalty: 4962.953125
	Iteration 52Q: 3 clusters Score -3091522 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
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	Iteration 53Q: 3 clusters Score -3091548 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3091589 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
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Entering Unmasked Estep 
Score: -3091613.750000 Penalty: 4962.953125
	Iteration 55Q: 3 clusters Score -3091614 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
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	Iteration 56Q: 3 clusters Score -3091648 nChanged 123
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Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 4849 members 
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	Iteration 57Q: 3 clusters Score -3091674 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
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	Iteration 58Q: 3 clusters Score -3091700 nChanged 128
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Entering Unmasked Estep 
Score: -3091724.750000 Penalty: 4962.953125
	Iteration 59Q: 3 clusters Score -3091725 nChanged 109
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Mstep: Class 1 contains 17670 members 
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Entering Unmasked Estep 
Score: -3091745.750000 Penalty: 4962.953125
	Iteration 60F: 3 clusters Score -3091746 nChanged 118
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Mstep: Class 1 contains 17788 members 
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	Iteration 61Q: 3 clusters Score -3091769 nChanged 113
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Mstep: Class 1 contains 17901 members 
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	Iteration 62Q: 3 clusters Score -3091796 nChanged 118
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	Iteration 63Q: 3 clusters Score -3091834 nChanged 116
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	Iteration 64Q: 3 clusters Score -3091860 nChanged 131
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	Iteration 65Q: 3 clusters Score -3091890 nChanged 126
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	Iteration 66Q: 3 clusters Score -3091928 nChanged 126
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Mstep: Class 1 contains 18516 members 
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Score: -3091955.250000 Penalty: 4962.953125
	Iteration 67Q: 3 clusters Score -3091955 nChanged 114
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	Iteration 68Q: 3 clusters Score -3091984 nChanged 95
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	Iteration 69Q: 3 clusters Score -3092008 nChanged 76
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Score: -3092027.250000 Penalty: 4962.953125
	Iteration 70Q: 3 clusters Score -3092027 nChanged 73
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Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 3284 members 
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	Iteration 71Q: 3 clusters Score -3092038 nChanged 66
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Mstep: Class 1 contains 18940 members 
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	Iteration 72Q: 3 clusters Score -3092051 nChanged 62
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Mstep: Class 1 contains 19002 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3092066 nChanged 55
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	Iteration 74Q: 3 clusters Score -3092074 nChanged 62
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	Iteration 75Q: 3 clusters Score -3092100 nChanged 56
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	Iteration 76Q: 3 clusters Score -3092107 nChanged 55
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	Iteration 77Q: 3 clusters Score -3092128 nChanged 53
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	Iteration 78Q: 3 clusters Score -3092140 nChanged 63
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	Iteration 79Q: 3 clusters Score -3092154 nChanged 49
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Mstep: Class 1 contains 19383 members 
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	Iteration 80F: 3 clusters Score -3092168 nChanged 51
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Mstep: Class 1 contains 19432 members 
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	Iteration 81Q: 3 clusters Score -3092178 nChanged 53
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Mstep: Class 1 contains 19479 members 
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Score: -3092191.000000 Penalty: 4962.953125
	Iteration 82Q: 3 clusters Score -3092191 nChanged 56
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Mstep: Class 1 contains 19535 members 
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	Iteration 83Q: 3 clusters Score -3092207 nChanged 49
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Score: -3092218.250000 Penalty: 4962.953125
	Iteration 84Q: 3 clusters Score -3092218 nChanged 48
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	Iteration 85Q: 3 clusters Score -3092230 nChanged 44
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	Iteration 86Q: 3 clusters Score -3092240 nChanged 45
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	Iteration 87Q: 3 clusters Score -3092252 nChanged 44
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	Iteration 88Q: 3 clusters Score -3092260 nChanged 45
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	Iteration 89Q: 3 clusters Score -3092271 nChanged 46
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Mstep: Class 1 contains 19856 members 
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	Iteration 90Q: 3 clusters Score -3092284 nChanged 49
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Entering Unmasked Estep 
Score: -3092300.500000 Penalty: 4962.953125
	Iteration 91Q: 3 clusters Score -3092300 nChanged 53
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3092310 nChanged 41
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3092323 nChanged 38
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Entering Unmasked Estep 
Score: -3092333.250000 Penalty: 4962.953125
	Iteration 94Q: 3 clusters Score -3092333 nChanged 41
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	Iteration 95Q: 3 clusters Score -3092347 nChanged 30
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3092348 nChanged 36
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3092350 nChanged 36
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Entering Unmasked Estep 
Score: -3092366.250000 Penalty: 4962.953125
	Iteration 98Q: 3 clusters Score -3092366 nChanged 29
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Mstep: Class 1 contains 20207 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3092366 nChanged 29
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Mstep: Class 1 contains 20236 members 
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Entering Unmasked Estep 
Score: -3092375.250000 Penalty: 4962.953125
	Iteration 100F: 3 clusters Score -3092375 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20273 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3092374 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3092382 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3092382 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3092390 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3092400 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3092410.250000 Penalty: 4962.953125
	Iteration 106Q: 3 clusters Score -3092410 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3092421.500000 Penalty: 4962.953125
	Iteration 107Q: 3 clusters Score -3092422 nChanged 19
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Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3092419.000000 Penalty: 4962.953125
	Iteration 108Q: 3 clusters Score -3092419 nChanged 21
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Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3092424.500000 Penalty: 4962.953125
	Iteration 109Q: 3 clusters Score -3092424 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3092436.500000 Penalty: 4962.953125
	Iteration 110Q: 3 clusters Score -3092436 nChanged 11
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Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3092433.500000 Penalty: 4962.953125
	Iteration 111Q: 3 clusters Score -3092434 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3092433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3092435.500000 Penalty: 4962.953125
	Iteration 113Q: 3 clusters Score -3092436 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3092441.500000 Penalty: 4962.953125
	Iteration 114Q: 3 clusters Score -3092442 nChanged 11
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Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3092448.500000 Penalty: 4962.953125
	Iteration 115Q: 3 clusters Score -3092448 nChanged 15
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Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3092453.500000 Penalty: 4962.953125
	Iteration 116Q: 3 clusters Score -3092454 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3092455.750000 Penalty: 4962.953125
	Iteration 117Q: 3 clusters Score -3092456 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3092459.500000 Penalty: 4962.953125
	Iteration 118Q: 3 clusters Score -3092460 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3092458.750000 Penalty: 4962.953125
	Iteration 119Q: 3 clusters Score -3092459 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3092464.000000 Penalty: 4962.953125
	Iteration 120F: 3 clusters Score -3092464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3092462.500000 Penalty: 4962.953125
	Iteration 121Q: 3 clusters Score -3092462 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3092465 nChanged 9
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Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3092461.750000 Penalty: 4962.953125
	Iteration 123Q: 3 clusters Score -3092462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3092467.000000 Penalty: 4962.953125
	Iteration 124Q: 3 clusters Score -3092467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3092470.000000 Penalty: 4962.953125
	Iteration 125Q: 3 clusters Score -3092470 nChanged 13
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Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3092476.250000 Penalty: 4962.953125
	Iteration 126Q: 3 clusters Score -3092476 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3092481.500000 Penalty: 4962.953125
	Iteration 127Q: 3 clusters Score -3092482 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3092480 nChanged 9
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Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3092486 nChanged 6
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Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3092491.000000 Penalty: 4962.953125
	Iteration 130Q: 3 clusters Score -3092491 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3092489 nChanged 5
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Mstep: Class 1 contains 20725 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3092490 nChanged 4
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Mstep: Class 1 contains 20729 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3092493 nChanged 6
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Mstep: Class 1 contains 20735 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3092500 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3092499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3092499 nChanged 1
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Mstep: Class 1 contains 20743 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3092499 nChanged 1
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Mstep: Class 1 contains 20744 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3092500 nChanged 1
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Mstep: Class 1 contains 20745 members 
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	Iteration 139Q: 3 clusters Score -3092498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3092498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
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Entering Unmasked Estep 
Score: -3092503.500000 Penalty: 4962.953125
	Iteration 141Q: 3 clusters Score -3092504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3092501 nChanged 1
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Mstep: Class 1 contains 20751 members 
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	Iteration 143Q: 3 clusters Score -3092502 nChanged 1
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Mstep: Class 1 contains 20752 members 
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	Iteration 144Q: 3 clusters Score -3092498 nChanged 1
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Mstep: Class 1 contains 20753 members 
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	Iteration 145Q: 3 clusters Score -3092501 nChanged 1
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Mstep: Class 1 contains 20754 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3092498 nChanged 1
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Mstep: Class 1 contains 20755 members 
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	Iteration 147Q: 3 clusters Score -3092498 nChanged 2
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Mstep: Class 1 contains 20757 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3092500 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3092496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
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Score: -3092504.500000 Penalty: 4962.953125
	Iteration 150Q: 3 clusters Score -3092504 nChanged 1
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Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3092503 nChanged 2
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Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 1388 members 
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	Iteration 152Q: 3 clusters Score -3092503 nChanged 1
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Mstep: Class 1 contains 20771 members 
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	Iteration 153Q: 3 clusters Score -3092503 nChanged 1
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Mstep: Class 1 contains 20772 members 
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	Iteration 154Q: 3 clusters Score -3092502 nChanged 1
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Mstep: Class 1 contains 20773 members 
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	Iteration 155Q: 3 clusters Score -3092502 nChanged 1
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Mstep: Class 1 contains 20774 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3092502 nChanged 4
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Mstep: Class 1 contains 20778 members 
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	Iteration 157Q: 3 clusters Score -3092500 nChanged 4
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Mstep: Class 1 contains 20782 members 
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	Iteration 158Q: 3 clusters Score -3092501 nChanged 7
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Mstep: Class 1 contains 20789 members 
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	Iteration 159Q: 3 clusters Score -3092501 nChanged 12
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Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 1357 members 
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Score: -3092506.500000 Penalty: 4962.953125
	Iteration 160F: 3 clusters Score -3092506 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3092503 nChanged 10
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Mstep: Class 1 contains 20821 members 
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Entering Unmasked Estep 
Score: -3092507.000000 Penalty: 4962.953125
	Iteration 162Q: 3 clusters Score -3092507 nChanged 7
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Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3092508.000000 Penalty: 4962.953125
	Iteration 163Q: 3 clusters Score -3092508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3092515.750000 Penalty: 4962.953125
	Iteration 164Q: 3 clusters Score -3092516 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3092517.750000 Penalty: 4962.953125
	Iteration 165Q: 3 clusters Score -3092518 nChanged 7
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Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3092521.250000 Penalty: 4962.953125
	Iteration 166Q: 3 clusters Score -3092521 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3092522.750000 Penalty: 4962.953125
	Iteration 167Q: 3 clusters Score -3092523 nChanged 7
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Mstep: Class 1 contains 20871 members 
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Entering Unmasked Estep 
Score: -3092526.750000 Penalty: 4962.953125
	Iteration 168Q: 3 clusters Score -3092527 nChanged 11
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Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3092530.500000 Penalty: 4962.953125
	Iteration 169Q: 3 clusters Score -3092530 nChanged 9
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Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3092531.250000 Penalty: 4962.953125
	Iteration 170Q: 3 clusters Score -3092531 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3092530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3092540.000000 Penalty: 4962.953125
	Iteration 172Q: 3 clusters Score -3092540 nChanged 5
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Mstep: Class 1 contains 20910 members 
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Entering Unmasked Estep 
Score: -3092539.500000 Penalty: 4962.953125
	Iteration 173Q: 3 clusters Score -3092540 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3092544.000000 Penalty: 4962.953125
	Iteration 174Q: 3 clusters Score -3092544 nChanged 6
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Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3092551.750000 Penalty: 4962.953125
	Iteration 175Q: 3 clusters Score -3092552 nChanged 8
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Mstep: Class 1 contains 20928 members 
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	Iteration 176Q: 3 clusters Score -3092552 nChanged 6
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Mstep: Class 1 contains 20934 members 
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Entering Unmasked Estep 
Score: -3092556.750000 Penalty: 4962.953125
	Iteration 177Q: 3 clusters Score -3092557 nChanged 7
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Mstep: Class 1 contains 20941 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3092552 nChanged 9
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	Iteration 179Q: 3 clusters Score -3092556 nChanged 8
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Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3092562.750000 Penalty: 4962.953125
	Iteration 180F: 3 clusters Score -3092563 nChanged 9
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Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3092566 nChanged 10
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Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3092567.750000 Penalty: 4962.953125
	Iteration 182Q: 3 clusters Score -3092568 nChanged 14
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Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3092571.750000 Penalty: 4962.953125
	Iteration 183Q: 3 clusters Score -3092572 nChanged 12
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Mstep: Class 1 contains 20999 members 
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Entering Unmasked Estep 
Score: -3092570.250000 Penalty: 4962.953125
	Iteration 184Q: 3 clusters Score -3092570 nChanged 8
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Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3092574.500000 Penalty: 4962.953125
	Iteration 185Q: 3 clusters Score -3092574 nChanged 8
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Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1143 members 
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	Iteration 186Q: 3 clusters Score -3092578 nChanged 11
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Entering Unmasked Estep 
Score: -3092580.750000 Penalty: 4962.953125
	Iteration 187Q: 3 clusters Score -3092581 nChanged 9
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Entering Unmasked Estep 
Score: -3092583.000000 Penalty: 4962.953125
	Iteration 188Q: 3 clusters Score -3092583 nChanged 8
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	Iteration 189Q: 3 clusters Score -3092579 nChanged 5
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Entering Unmasked Estep 
Score: -3092585.750000 Penalty: 4962.953125
	Iteration 190Q: 3 clusters Score -3092586 nChanged 7
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3092586 nChanged 7
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Entering Unmasked Estep 
Score: -3092587.250000 Penalty: 4962.953125
	Iteration 192Q: 3 clusters Score -3092587 nChanged 4
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3092590 nChanged 3
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3092586 nChanged 4
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Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3092583.000000 Penalty: 4962.953125
	Iteration 195Q: 3 clusters Score -3092583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3092586.500000 Penalty: 4962.953125
	Iteration 196Q: 3 clusters Score -3092586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3092590.500000 Penalty: 4962.953125
	Iteration 197Q: 3 clusters Score -3092590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3092592.250000 Penalty: 4962.953125
	Iteration 198Q: 3 clusters Score -3092592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3092592.750000 Penalty: 4962.953125
	Iteration 199Q: 3 clusters Score -3092593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3092587.750000 Penalty: 4962.953125
	Iteration 200F: 3 clusters Score -3092588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3092593.250000 Penalty: 4962.953125
	Iteration 201Q: 3 clusters Score -3092593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3092591.250000 Penalty: 4962.953125
	Iteration 202Q: 3 clusters Score -3092591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3092595.500000 Penalty: 4962.953125
	Iteration 203Q: 3 clusters Score -3092596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3092596.250000 Penalty: 4962.953125
	Iteration 204Q: 3 clusters Score -3092596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3092597.250000 Penalty: 4962.953125
	Iteration 205Q: 3 clusters Score -3092597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3092595.500000 Penalty: 4962.953125
	Iteration 206Q: 3 clusters Score -3092596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3092597.000000 Penalty: 4962.953125
	Iteration 207Q: 3 clusters Score -3092597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3092599.500000 Penalty: 4962.953125
	Iteration 208Q: 3 clusters Score -3092600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3092599.500000 Penalty: 4962.953125
	Iteration 209F: 3 clusters Score -3092600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -111208.390625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -111208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -109316.234375 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -109316.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109817.460938 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -109817.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110445.429688 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -110445.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -110722.296875 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -110722.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -110832.054688 Penalty: 3398.187744
	Iteration 4Q: 3 clusters Score -110832.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -110927.718750 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -110927.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -110984.484375 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -110984.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -111015.015625 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -111015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -111048.210938 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -111048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -111054.906250 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -111054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -111054.906250 Penalty: 3398.187744
	Iteration 10F: 3 clusters Score -111054.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Entering Unmasked Estep 
Score: -890361.437500 Penalty: 2182.577637
	Iteration 0F: 2 clusters Score -890361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -884801.312500 Penalty: 4365.155273
	Iteration 0F: 3 clusters Score -884801.3 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -886258.375000 Penalty: 4365.155273
	Iteration 1F: 3 clusters Score -886258.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -886488.062500 Penalty: 4365.155273
	Iteration 2F: 3 clusters Score -886488.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -886639.312500 Penalty: 4365.155273
	Iteration 3Q: 3 clusters Score -886639.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -886745.875000 Penalty: 4365.155273
	Iteration 4Q: 3 clusters Score -886745.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -886838.312500 Penalty: 4365.155273
	Iteration 5Q: 3 clusters Score -886838.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -886923.000000 Penalty: 4365.155273
	Iteration 6Q: 3 clusters Score -886923 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -886996.375000 Penalty: 4365.155273
	Iteration 7Q: 3 clusters Score -886996.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -887062.125000 Penalty: 4365.155273
	Iteration 8Q: 3 clusters Score -887062.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -887117.500000 Penalty: 4365.155273
	Iteration 9Q: 3 clusters Score -887117.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -887166.812500 Penalty: 4365.155273
	Iteration 10Q: 3 clusters Score -887166.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -887211.562500 Penalty: 4365.155273
	Iteration 11Q: 3 clusters Score -887211.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -887250.687500 Penalty: 4365.155273
	Iteration 12Q: 3 clusters Score -887250.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -887285.937500 Penalty: 4365.155273
	Iteration 13Q: 3 clusters Score -887285.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -887339.250000 Penalty: 4365.155273
	Iteration 14Q: 3 clusters Score -887339.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -887390.625000 Penalty: 4365.155273
	Iteration 15Q: 3 clusters Score -887390.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -887435.500000 Penalty: 4365.155273
	Iteration 16Q: 3 clusters Score -887435.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -887483.375000 Penalty: 4365.155273
	Iteration 17Q: 3 clusters Score -887483.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -887512.937500 Penalty: 4365.155273
	Iteration 18Q: 3 clusters Score -887512.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -887539.125000 Penalty: 4365.155273
	Iteration 19Q: 3 clusters Score -887539.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -887568.750000 Penalty: 4365.155273
	Iteration 20F: 3 clusters Score -887568.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -887597.437500 Penalty: 4365.155273
	Iteration 21Q: 3 clusters Score -887597.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -887625.437500 Penalty: 4365.155273
	Iteration 22Q: 3 clusters Score -887625.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -887649.625000 Penalty: 4365.155273
	Iteration 23Q: 3 clusters Score -887649.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -887674.687500 Penalty: 4365.155273
	Iteration 24Q: 3 clusters Score -887674.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -887696.062500 Penalty: 4365.155273
	Iteration 25Q: 3 clusters Score -887696.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -887713.750000 Penalty: 4365.155273
	Iteration 26Q: 3 clusters Score -887713.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -887736.125000 Penalty: 4365.155273
	Iteration 27Q: 3 clusters Score -887736.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -887753.375000 Penalty: 4365.155273
	Iteration 28Q: 3 clusters Score -887753.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -887768.125000 Penalty: 4365.155273
	Iteration 29Q: 3 clusters Score -887768.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -887782.312500 Penalty: 4365.155273
	Iteration 30Q: 3 clusters Score -887782.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -887796.875000 Penalty: 4365.155273
	Iteration 31Q: 3 clusters Score -887796.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -887812.375000 Penalty: 4365.155273
	Iteration 32Q: 3 clusters Score -887812.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -887822.187500 Penalty: 4365.155273
	Iteration 33Q: 3 clusters Score -887822.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -887830.187500 Penalty: 4365.155273
	Iteration 34Q: 3 clusters Score -887830.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -887840.187500 Penalty: 4365.155273
	Iteration 35Q: 3 clusters Score -887840.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -887849.687500 Penalty: 4365.155273
	Iteration 36Q: 3 clusters Score -887849.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -887859.312500 Penalty: 4365.155273
	Iteration 37Q: 3 clusters Score -887859.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -887865.000000 Penalty: 4365.155273
	Iteration 38Q: 3 clusters Score -887865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -887868.312500 Penalty: 4365.155273
	Iteration 39Q: 3 clusters Score -887868.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -887872.375000 Penalty: 4365.155273
	Iteration 40F: 3 clusters Score -887872.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -887874.625000 Penalty: 4365.155273
	Iteration 41Q: 3 clusters Score -887874.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -887880.000000 Penalty: 4365.155273
	Iteration 42Q: 3 clusters Score -887880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -887887.500000 Penalty: 4365.155273
	Iteration 43Q: 3 clusters Score -887887.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -887892.750000 Penalty: 4365.155273
	Iteration 44Q: 3 clusters Score -887892.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -887894.562500 Penalty: 4365.155273
	Iteration 45Q: 3 clusters Score -887894.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -887899.812500 Penalty: 4365.155273
	Iteration 46Q: 3 clusters Score -887899.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -887898.312500 Penalty: 4365.155273
	Iteration 47Q: 3 clusters Score -887898.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -887904.500000 Penalty: 4365.155273
	Iteration 48Q: 3 clusters Score -887904.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -887907.375000 Penalty: 4365.155273
	Iteration 49Q: 3 clusters Score -887907.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -887911.312500 Penalty: 4365.155273
	Iteration 50Q: 3 clusters Score -887911.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -887914.437500 Penalty: 4365.155273
	Iteration 51Q: 3 clusters Score -887914.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -887922.562500 Penalty: 4365.155273
	Iteration 52Q: 3 clusters Score -887922.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -887932.312500 Penalty: 4365.155273
	Iteration 53Q: 3 clusters Score -887932.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -887940.937500 Penalty: 4365.155273
	Iteration 54Q: 3 clusters Score -887940.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -887944.125000 Penalty: 4365.155273
	Iteration 55Q: 3 clusters Score -887944.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -887953.125000 Penalty: 4365.155273
	Iteration 56Q: 3 clusters Score -887953.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -887956.937500 Penalty: 4365.155273
	Iteration 57Q: 3 clusters Score -887956.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -887960.312500 Penalty: 4365.155273
	Iteration 58Q: 3 clusters Score -887960.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -887966.250000 Penalty: 4365.155273
	Iteration 59Q: 3 clusters Score -887966.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -887972.500000 Penalty: 4365.155273
	Iteration 60F: 3 clusters Score -887972.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -887980.437500 Penalty: 4365.155273
	Iteration 61Q: 3 clusters Score -887980.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -887986.875000 Penalty: 4365.155273
	Iteration 62Q: 3 clusters Score -887986.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -887989.250000 Penalty: 4365.155273
	Iteration 63Q: 3 clusters Score -887989.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -887994.562500 Penalty: 4365.155273
	Iteration 64Q: 3 clusters Score -887994.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -887999.125000 Penalty: 4365.155273
	Iteration 65Q: 3 clusters Score -887999.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -888003.312500 Penalty: 4365.155273
	Iteration 66Q: 3 clusters Score -888003.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -888004.062500 Penalty: 4365.155273
	Iteration 67Q: 3 clusters Score -888004.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -888005.625000 Penalty: 4365.155273
	Iteration 68Q: 3 clusters Score -888005.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -888010.687500 Penalty: 4365.155273
	Iteration 69Q: 3 clusters Score -888010.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -888012.875000 Penalty: 4365.155273
	Iteration 70Q: 3 clusters Score -888012.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -888016.812500 Penalty: 4365.155273
	Iteration 71Q: 3 clusters Score -888016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -888017.875000 Penalty: 4365.155273
	Iteration 72Q: 3 clusters Score -888017.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -888021.500000 Penalty: 4365.155273
	Iteration 73Q: 3 clusters Score -888021.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -888023.812500 Penalty: 4365.155273
	Iteration 74Q: 3 clusters Score -888023.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -888026.625000 Penalty: 4365.155273
	Iteration 75Q: 3 clusters Score -888026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -888029.312500 Penalty: 4365.155273
	Iteration 76Q: 3 clusters Score -888029.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -888030.937500 Penalty: 4365.155273
	Iteration 77Q: 3 clusters Score -888030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -888031.375000 Penalty: 4365.155273
	Iteration 78Q: 3 clusters Score -888031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -888031.250000 Penalty: 4365.155273
	Iteration 79Q: 3 clusters Score -888031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -888033.562500 Penalty: 4365.155273
	Iteration 80F: 3 clusters Score -888033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -888031.625000 Penalty: 4365.155273
	Iteration 81Q: 3 clusters Score -888031.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -888032.687500 Penalty: 4365.155273
	Iteration 82Q: 3 clusters Score -888032.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -888034.500000 Penalty: 4365.155273
	Iteration 83Q: 3 clusters Score -888034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -888034.437500 Penalty: 4365.155273
	Iteration 84Q: 3 clusters Score -888034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -888034.437500 Penalty: 4365.155273
	Iteration 85F: 3 clusters Score -888034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -161906.343750 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -161906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -159785.890625 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -159785.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -160105.640625 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -160105.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -160201.250000 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -160201.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -160252.687500 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -160252.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -160275.921875 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -160275.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -160287.281250 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -160287.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -160296.468750 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -160296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -160303.218750 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -160303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -160306.562500 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -160306.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -160310.218750 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -160310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -160312.078125 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -160312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -160314.609375 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -160314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -160316.546875 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -160316.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -160318.890625 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -160318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160320.578125 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -160320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -160321.265625 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -160321.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -160323.421875 Penalty: 3519.563232
	Iteration 16F: 3 clusters Score -160323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160346.187500 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -160346.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -160361.453125 Penalty: 3519.563232
	Iteration 18Q: 3 clusters Score -160361.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -160370.437500 Penalty: 3519.563232
	Iteration 19Q: 3 clusters Score -160370.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -160383.750000 Penalty: 3519.563232
	Iteration 20F: 3 clusters Score -160383.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -160394.734375 Penalty: 3519.563232
	Iteration 21Q: 3 clusters Score -160394.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -160403.531250 Penalty: 3519.563232
	Iteration 22Q: 3 clusters Score -160403.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -160424.421875 Penalty: 3519.563232
	Iteration 23Q: 3 clusters Score -160424.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -160478.140625 Penalty: 3519.563232
	Iteration 24Q: 3 clusters Score -160478.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -160514.468750 Penalty: 3519.563232
	Iteration 25Q: 3 clusters Score -160514.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -160547.015625 Penalty: 3519.563232
	Iteration 26Q: 3 clusters Score -160547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -160574.437500 Penalty: 3519.563232
	Iteration 27Q: 3 clusters Score -160574.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -160597.609375 Penalty: 3519.563232
	Iteration 28Q: 3 clusters Score -160597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -160616.687500 Penalty: 3519.563232
	Iteration 29Q: 3 clusters Score -160616.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -160632.093750 Penalty: 3519.563232
	Iteration 30Q: 3 clusters Score -160632.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -160640.125000 Penalty: 3519.563232
	Iteration 31Q: 3 clusters Score -160640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -160646.531250 Penalty: 3519.563232
	Iteration 32Q: 3 clusters Score -160646.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160666.000000 Penalty: 3519.563232
	Iteration 33Q: 3 clusters Score -160666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -160679.437500 Penalty: 3519.563232
	Iteration 34Q: 3 clusters Score -160679.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -160688.265625 Penalty: 3519.563232
	Iteration 35Q: 3 clusters Score -160688.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -160698.421875 Penalty: 3519.563232
	Iteration 36Q: 3 clusters Score -160698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -160702.406250 Penalty: 3519.563232
	Iteration 37Q: 3 clusters Score -160702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -160705.343750 Penalty: 3519.563232
	Iteration 38Q: 3 clusters Score -160705.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -160707.968750 Penalty: 3519.563232
	Iteration 39Q: 3 clusters Score -160708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -160709.234375 Penalty: 3519.563232
	Iteration 40F: 3 clusters Score -160709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Entering Unmasked Estep 
Score: -2063919.500000 Penalty: 2381.491455
	Iteration 0F: 2 clusters Score -2063920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2053168.000000 Penalty: 4762.982910
	Iteration 0F: 3 clusters Score -2053168 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2056626.375000 Penalty: 4762.982910
	Iteration 1F: 3 clusters Score -2056626 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2057074.500000 Penalty: 4762.982910
	Iteration 2F: 3 clusters Score -2057074 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2057448.375000 Penalty: 4762.982910
	Iteration 3F: 3 clusters Score -2057448 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2057807.875000 Penalty: 4762.982910
	Iteration 4Q: 3 clusters Score -2057808 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2058134.875000 Penalty: 4762.982910
	Iteration 5Q: 3 clusters Score -2058135 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2058444.375000 Penalty: 4762.982910
	Iteration 6Q: 3 clusters Score -2058444 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2058769.250000 Penalty: 4762.982910
	Iteration 7Q: 3 clusters Score -2058769 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2059115.625000 Penalty: 4762.982910
	Iteration 8Q: 3 clusters Score -2059116 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2059477.625000 Penalty: 4762.982910
	Iteration 9Q: 3 clusters Score -2059478 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2059815.125000 Penalty: 4762.982910
	Iteration 10Q: 3 clusters Score -2059815 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2060116.500000 Penalty: 4762.982910
	Iteration 11Q: 3 clusters Score -2060116 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2060364.625000 Penalty: 4762.982910
	Iteration 12Q: 3 clusters Score -2060365 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2060562.875000 Penalty: 4762.982910
	Iteration 13Q: 3 clusters Score -2060563 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2060684.000000 Penalty: 4762.982910
	Iteration 14Q: 3 clusters Score -2060684 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2060761.000000 Penalty: 4762.982910
	Iteration 15Q: 3 clusters Score -2060761 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2060791.750000 Penalty: 4762.982910
	Iteration 16Q: 3 clusters Score -2060792 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2060812.625000 Penalty: 4762.982910
	Iteration 17Q: 3 clusters Score -2060813 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2060828.875000 Penalty: 4762.982910
	Iteration 18Q: 3 clusters Score -2060829 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2060844.375000 Penalty: 4762.982910
	Iteration 19Q: 3 clusters Score -2060844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2060846.125000 Penalty: 4762.982910
	Iteration 20F: 3 clusters Score -2060846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2060845.750000 Penalty: 4762.982910
	Iteration 21Q: 3 clusters Score -2060846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2060853.125000 Penalty: 4762.982910
	Iteration 22Q: 3 clusters Score -2060853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2060863.750000 Penalty: 4762.982910
	Iteration 23Q: 3 clusters Score -2060864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2060868.625000 Penalty: 4762.982910
	Iteration 24Q: 3 clusters Score -2060869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2060874.500000 Penalty: 4762.982910
	Iteration 25Q: 3 clusters Score -2060874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2060872.500000 Penalty: 4762.982910
	Iteration 26Q: 3 clusters Score -2060872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2060878.000000 Penalty: 4762.982910
	Iteration 27Q: 3 clusters Score -2060878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2060883.875000 Penalty: 4762.982910
	Iteration 28Q: 3 clusters Score -2060884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2060884.750000 Penalty: 4762.982910
	Iteration 29Q: 3 clusters Score -2060885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2060882.750000 Penalty: 4762.982910
	Iteration 30Q: 3 clusters Score -2060883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2060883.250000 Penalty: 4762.982910
	Iteration 31Q: 3 clusters Score -2060883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2060885.375000 Penalty: 4762.982910
	Iteration 32Q: 3 clusters Score -2060885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2060882.500000 Penalty: 4762.982910
	Iteration 33Q: 3 clusters Score -2060882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2060886.875000 Penalty: 4762.982910
	Iteration 34Q: 3 clusters Score -2060887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2060892.125000 Penalty: 4762.982910
	Iteration 35Q: 3 clusters Score -2060892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2060893.000000 Penalty: 4762.982910
	Iteration 36Q: 3 clusters Score -2060893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2060893.625000 Penalty: 4762.982910
	Iteration 37Q: 3 clusters Score -2060894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2060901.625000 Penalty: 4762.982910
	Iteration 38Q: 3 clusters Score -2060902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2060906.125000 Penalty: 4762.982910
	Iteration 39Q: 3 clusters Score -2060906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2060904.875000 Penalty: 4762.982910
	Iteration 40F: 3 clusters Score -2060905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2060904.625000 Penalty: 4762.982910
	Iteration 41Q: 3 clusters Score -2060905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2060911.250000 Penalty: 4762.982910
	Iteration 42Q: 3 clusters Score -2060911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2060910.125000 Penalty: 4762.982910
	Iteration 43Q: 3 clusters Score -2060910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2060909.250000 Penalty: 4762.982910
	Iteration 44Q: 3 clusters Score -2060909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2060913.000000 Penalty: 4762.982910
	Iteration 45Q: 3 clusters Score -2060913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2060916.000000 Penalty: 4762.982910
	Iteration 46Q: 3 clusters Score -2060916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2060921.125000 Penalty: 4762.982910
	Iteration 47Q: 3 clusters Score -2060921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2060924.375000 Penalty: 4762.982910
	Iteration 48Q: 3 clusters Score -2060924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2060924.000000 Penalty: 4762.982910
	Iteration 49Q: 3 clusters Score -2060924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2060928.750000 Penalty: 4762.982910
	Iteration 50Q: 3 clusters Score -2060929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2060926.500000 Penalty: 4762.982910
	Iteration 51Q: 3 clusters Score -2060926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2060928.875000 Penalty: 4762.982910
	Iteration 52Q: 3 clusters Score -2060929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2060926.625000 Penalty: 4762.982910
	Iteration 53Q: 3 clusters Score -2060927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2060927.875000 Penalty: 4762.982910
	Iteration 54Q: 3 clusters Score -2060928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2060931.625000 Penalty: 4762.982910
	Iteration 55Q: 3 clusters Score -2060932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2060936.125000 Penalty: 4762.982910
	Iteration 56Q: 3 clusters Score -2060936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2060934.625000 Penalty: 4762.982910
	Iteration 57Q: 3 clusters Score -2060935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2060936.875000 Penalty: 4762.982910
	Iteration 58Q: 3 clusters Score -2060937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2060940.250000 Penalty: 4762.982910
	Iteration 59Q: 3 clusters Score -2060940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2060940.625000 Penalty: 4762.982910
	Iteration 60F: 3 clusters Score -2060941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2060938.625000 Penalty: 4762.982910
	Iteration 61Q: 3 clusters Score -2060939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2060937.250000 Penalty: 4762.982910
	Iteration 62Q: 3 clusters Score -2060937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2060938.125000 Penalty: 4762.982910
	Iteration 63Q: 3 clusters Score -2060938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2060941.500000 Penalty: 4762.982910
	Iteration 64Q: 3 clusters Score -2060942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2060943.000000 Penalty: 4762.982910
	Iteration 65Q: 3 clusters Score -2060943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2060946.625000 Penalty: 4762.982910
	Iteration 66Q: 3 clusters Score -2060947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2060945.750000 Penalty: 4762.982910
	Iteration 67Q: 3 clusters Score -2060946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2060948.625000 Penalty: 4762.982910
	Iteration 68Q: 3 clusters Score -2060949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2060949.500000 Penalty: 4762.982910
	Iteration 69Q: 3 clusters Score -2060950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2060950.875000 Penalty: 4762.982910
	Iteration 70Q: 3 clusters Score -2060951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2060951.375000 Penalty: 4762.982910
	Iteration 71Q: 3 clusters Score -2060951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2060950.875000 Penalty: 4762.982910
	Iteration 72Q: 3 clusters Score -2060951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2060954.625000 Penalty: 4762.982910
	Iteration 73Q: 3 clusters Score -2060955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2060953.125000 Penalty: 4762.982910
	Iteration 74Q: 3 clusters Score -2060953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2060956.875000 Penalty: 4762.982910
	Iteration 75Q: 3 clusters Score -2060957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2060957.125000 Penalty: 4762.982910
	Iteration 76Q: 3 clusters Score -2060957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2060955.625000 Penalty: 4762.982910
	Iteration 77Q: 3 clusters Score -2060956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2060961.500000 Penalty: 4762.982910
	Iteration 78Q: 3 clusters Score -2060962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2060962.125000 Penalty: 4762.982910
	Iteration 79Q: 3 clusters Score -2060962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2060971.500000 Penalty: 4762.982910
	Iteration 80F: 3 clusters Score -2060972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2060974.250000 Penalty: 4762.982910
	Iteration 81Q: 3 clusters Score -2060974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2060974.875000 Penalty: 4762.982910
	Iteration 82Q: 3 clusters Score -2060975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2060978.750000 Penalty: 4762.982910
	Iteration 83Q: 3 clusters Score -2060979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2060980.750000 Penalty: 4762.982910
	Iteration 84Q: 3 clusters Score -2060981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2060985.875000 Penalty: 4762.982910
	Iteration 85Q: 3 clusters Score -2060986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2060995.875000 Penalty: 4762.982910
	Iteration 86Q: 3 clusters Score -2060996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2061000.125000 Penalty: 4762.982910
	Iteration 87Q: 3 clusters Score -2061000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2061004.375000 Penalty: 4762.982910
	Iteration 88Q: 3 clusters Score -2061004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2061005.625000 Penalty: 4762.982910
	Iteration 89Q: 3 clusters Score -2061006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2061006.250000 Penalty: 4762.982910
	Iteration 90Q: 3 clusters Score -2061006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2061012.000000 Penalty: 4762.982910
	Iteration 91Q: 3 clusters Score -2061012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2061016.125000 Penalty: 4762.982910
	Iteration 92Q: 3 clusters Score -2061016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2061025.250000 Penalty: 4762.982910
	Iteration 93Q: 3 clusters Score -2061025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2061025.250000 Penalty: 4762.982910
	Iteration 94Q: 3 clusters Score -2061025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2061023.500000 Penalty: 4762.982910
	Iteration 95Q: 3 clusters Score -2061024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2061033.250000 Penalty: 4762.982910
	Iteration 96Q: 3 clusters Score -2061033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2061044.625000 Penalty: 4762.982910
	Iteration 97Q: 3 clusters Score -2061045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2061047.250000 Penalty: 4762.982910
	Iteration 98Q: 3 clusters Score -2061047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2061043.000000 Penalty: 4762.982910
	Iteration 99Q: 3 clusters Score -2061043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2061047.250000 Penalty: 4762.982910
	Iteration 100F: 3 clusters Score -2061047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2061047.500000 Penalty: 4762.982910
	Iteration 101Q: 3 clusters Score -2061048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2061048.750000 Penalty: 4762.982910
	Iteration 102Q: 3 clusters Score -2061049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2061048.750000 Penalty: 4762.982910
	Iteration 103Q: 3 clusters Score -2061049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2061055.000000 Penalty: 4762.982910
	Iteration 104Q: 3 clusters Score -2061055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2061055.375000 Penalty: 4762.982910
	Iteration 105Q: 3 clusters Score -2061055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2061061.375000 Penalty: 4762.982910
	Iteration 106Q: 3 clusters Score -2061061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2061059.875000 Penalty: 4762.982910
	Iteration 107Q: 3 clusters Score -2061060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2061057.250000 Penalty: 4762.982910
	Iteration 108Q: 3 clusters Score -2061057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2061063.750000 Penalty: 4762.982910
	Iteration 109Q: 3 clusters Score -2061064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2061061.750000 Penalty: 4762.982910
	Iteration 110Q: 3 clusters Score -2061062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2061064.625000 Penalty: 4762.982910
	Iteration 111Q: 3 clusters Score -2061065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2061066.500000 Penalty: 4762.982910
	Iteration 112Q: 3 clusters Score -2061066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2061071.000000 Penalty: 4762.982910
	Iteration 113Q: 3 clusters Score -2061071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2061076.875000 Penalty: 4762.982910
	Iteration 114Q: 3 clusters Score -2061077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2061078.500000 Penalty: 4762.982910
	Iteration 115Q: 3 clusters Score -2061078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2061080.000000 Penalty: 4762.982910
	Iteration 116Q: 3 clusters Score -2061080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2061080.500000 Penalty: 4762.982910
	Iteration 117Q: 3 clusters Score -2061080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2061081.625000 Penalty: 4762.982910
	Iteration 118Q: 3 clusters Score -2061082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2061085.750000 Penalty: 4762.982910
	Iteration 119Q: 3 clusters Score -2061086 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2061086.625000 Penalty: 4762.982910
	Iteration 120F: 3 clusters Score -2061087 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2061087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2061090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2061092 nChanged 21
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Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2061095 nChanged 15
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Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2061097 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2061103 nChanged 24
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Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2061108 nChanged 31
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Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2061110 nChanged 26
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Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2061114 nChanged 38
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Mstep: Class 1 contains 5300 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2061118 nChanged 46
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Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2061124 nChanged 51
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Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2061130 nChanged 55
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Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2061145 nChanged 50
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Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2061157 nChanged 46
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Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 9750 members 
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	Iteration 135Q: 3 clusters Score -2061162 nChanged 58
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Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2061171 nChanged 56
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Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2061180 nChanged 64
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Mstep: Class 1 contains 4880 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2061195 nChanged 77
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Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 10003 members 
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	Iteration 139Q: 3 clusters Score -2061209 nChanged 79
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Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2061230 nChanged 74
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Mstep: Class 1 contains 4650 members 
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	Iteration 141Q: 3 clusters Score -2061250 nChanged 69
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Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2061263 nChanged 68
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Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2061274 nChanged 80
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Mstep: Class 2 contains 10371 members 
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Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2061322 nChanged 74
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Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10529 members 
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	Iteration 146Q: 3 clusters Score -2061338 nChanged 66
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Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2061344 nChanged 71
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Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2061363 nChanged 68
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Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10732 members 
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	Iteration 149Q: 3 clusters Score -2061377 nChanged 70
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Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2061398 nChanged 65
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Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2061414 nChanged 79
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Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10946 members 
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	Iteration 152Q: 3 clusters Score -2061434 nChanged 89
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Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11035 members 
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	Iteration 153Q: 3 clusters Score -2061451 nChanged 83
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Mstep: Class 1 contains 3688 members 
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	Iteration 154Q: 3 clusters Score -2061470 nChanged 79
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Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2061493 nChanged 78
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Mstep: Class 1 contains 3531 members 
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	Iteration 156Q: 3 clusters Score -2061513 nChanged 83
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	Iteration 157Q: 3 clusters Score -2061540 nChanged 95
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	Iteration 158Q: 3 clusters Score -2061565 nChanged 77
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Mstep: Class 1 contains 3276 members 
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	Iteration 159Q: 3 clusters Score -2061583 nChanged 73
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Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 11601 members 
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	Iteration 160F: 3 clusters Score -2061600 nChanged 74
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Mstep: Class 1 contains 3131 members 
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	Iteration 161Q: 3 clusters Score -2061621 nChanged 60
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Mstep: Class 1 contains 3071 members 
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	Iteration 162Q: 3 clusters Score -2061636 nChanged 61
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Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11796 members 
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	Iteration 163Q: 3 clusters Score -2061648 nChanged 48
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Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11842 members 
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	Iteration 164Q: 3 clusters Score -2061659 nChanged 60
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Mstep: Class 1 contains 2906 members 
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	Iteration 165Q: 3 clusters Score -2061672 nChanged 68
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Mstep: Class 1 contains 2838 members 
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	Iteration 166Q: 3 clusters Score -2061702 nChanged 63
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Mstep: Class 1 contains 2775 members 
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	Iteration 167Q: 3 clusters Score -2061718 nChanged 59
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Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 12090 members 
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	Iteration 168Q: 3 clusters Score -2061734 nChanged 46
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Mstep: Class 1 contains 2670 members 
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	Iteration 169Q: 3 clusters Score -2061744 nChanged 53
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Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12189 members 
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	Iteration 170Q: 3 clusters Score -2061756 nChanged 47
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Mstep: Class 1 contains 2570 members 
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	Iteration 171Q: 3 clusters Score -2061768 nChanged 34
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Mstep: Class 1 contains 2536 members 
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	Iteration 172Q: 3 clusters Score -2061780 nChanged 31
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Mstep: Class 1 contains 2505 members 
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	Iteration 173Q: 3 clusters Score -2061792 nChanged 30
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Mstep: Class 1 contains 2475 members 
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	Iteration 174Q: 3 clusters Score -2061796 nChanged 27
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	Iteration 175Q: 3 clusters Score -2061804 nChanged 27
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Mstep: Class 1 contains 2421 members 
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	Iteration 176Q: 3 clusters Score -2061809 nChanged 21
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Mstep: Class 1 contains 2400 members 
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	Iteration 177Q: 3 clusters Score -2061811 nChanged 29
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Mstep: Class 1 contains 2373 members 
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	Iteration 178Q: 3 clusters Score -2061818 nChanged 19
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Mstep: Class 1 contains 2354 members 
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	Iteration 179Q: 3 clusters Score -2061816 nChanged 12
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Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12464 members 
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Score: -2061822.000000 Penalty: 4762.982910
	Iteration 180F: 3 clusters Score -2061822 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2326 members 
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	Iteration 181Q: 3 clusters Score -2061829 nChanged 21
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Mstep: Class 1 contains 2305 members 
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Score: -2061832.250000 Penalty: 4762.982910
	Iteration 182Q: 3 clusters Score -2061832 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2061840 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2261 members 
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	Iteration 184Q: 3 clusters Score -2061847 nChanged 18
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	Iteration 185Q: 3 clusters Score -2061852 nChanged 20
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Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12583 members 
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	Iteration 186Q: 3 clusters Score -2061857 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2206 members 
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	Iteration 187Q: 3 clusters Score -2061859 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 12611 members 
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Score: -2061862.625000 Penalty: 4762.982910
	Iteration 188Q: 3 clusters Score -2061863 nChanged 13
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Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12624 members 
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	Iteration 189Q: 3 clusters Score -2061866 nChanged 22
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Mstep: Class 1 contains 2160 members 
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	Iteration 190Q: 3 clusters Score -2061870 nChanged 25
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Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12671 members 
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	Iteration 191Q: 3 clusters Score -2061872 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2061873 nChanged 18
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Mstep: Class 1 contains 2102 members 
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	Iteration 193Q: 3 clusters Score -2061879 nChanged 14
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Mstep: Class 1 contains 2088 members 
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	Iteration 194Q: 3 clusters Score -2061884 nChanged 17
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Mstep: Class 1 contains 2071 members 
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	Iteration 195Q: 3 clusters Score -2061886 nChanged 10
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Mstep: Class 1 contains 2063 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2061888 nChanged 10
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Mstep: Class 1 contains 2053 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2061892 nChanged 16
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Mstep: Class 1 contains 2037 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2061892 nChanged 11
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Mstep: Class 1 contains 2026 members 
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	Iteration 199Q: 3 clusters Score -2061893 nChanged 6
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Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2061898.000000 Penalty: 4762.982910
	Iteration 200F: 3 clusters Score -2061898 nChanged 5
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Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2061899 nChanged 4
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Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12795 members 
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	Iteration 202Q: 3 clusters Score -2061901 nChanged 4
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Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2061897 nChanged 3
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Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2061900 nChanged 7
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Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2061899 nChanged 3
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Mstep: Class 1 contains 1994 members 
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	Iteration 206Q: 3 clusters Score -2061900 nChanged 3
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Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2061901 nChanged 6
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Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2061905 nChanged 8
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Entering Unmasked Estep 
Score: -2061910.125000 Penalty: 4762.982910
	Iteration 209Q: 3 clusters Score -2061910 nChanged 11
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Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2061914 nChanged 8
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Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2061911 nChanged 3
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Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2061908.750000 Penalty: 4762.982910
	Iteration 212Q: 3 clusters Score -2061909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2061910.625000 Penalty: 4762.982910
	Iteration 213Q: 3 clusters Score -2061911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2061911.000000 Penalty: 4762.982910
	Iteration 214Q: 3 clusters Score -2061911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2061912.500000 Penalty: 4762.982910
	Iteration 215Q: 3 clusters Score -2061912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2061909.375000 Penalty: 4762.982910
	Iteration 216Q: 3 clusters Score -2061909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2061908.875000 Penalty: 4762.982910
	Iteration 217Q: 3 clusters Score -2061909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2061909.625000 Penalty: 4762.982910
	Iteration 218Q: 3 clusters Score -2061910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2061916.250000 Penalty: 4762.982910
	Iteration 219Q: 3 clusters Score -2061916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2061916.500000 Penalty: 4762.982910
	Iteration 220F: 3 clusters Score -2061916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2061917.875000 Penalty: 4762.982910
	Iteration 221Q: 3 clusters Score -2061918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2061917.875000 Penalty: 4762.982910
	Iteration 222Q: 3 clusters Score -2061918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2061917.875000 Penalty: 4762.982910
	Iteration 223F: 3 clusters Score -2061918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Entering Unmasked Estep 
Score: -425689.375000 Penalty: 2010.565186
	Iteration 0F: 2 clusters Score -425689.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -422228.093750 Penalty: 4021.130371
	Iteration 0F: 3 clusters Score -422228.1 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -422932.093750 Penalty: 4021.130371
	Iteration 1F: 3 clusters Score -422932.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -423123.125000 Penalty: 4021.130371
	Iteration 2F: 3 clusters Score -423123.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -423272.218750 Penalty: 4021.130371
	Iteration 3F: 3 clusters Score -423272.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -423412.656250 Penalty: 4021.130371
	Iteration 4Q: 3 clusters Score -423412.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -423542.593750 Penalty: 4021.130371
	Iteration 5Q: 3 clusters Score -423542.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -423666.625000 Penalty: 4021.130371
	Iteration 6Q: 3 clusters Score -423666.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -423767.062500 Penalty: 4021.130371
	Iteration 7Q: 3 clusters Score -423767.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -423857.750000 Penalty: 4021.130371
	Iteration 8Q: 3 clusters Score -423857.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -423929.812500 Penalty: 4021.130371
	Iteration 9Q: 3 clusters Score -423929.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -423998.281250 Penalty: 4021.130371
	Iteration 10Q: 3 clusters Score -423998.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -424057.343750 Penalty: 4021.130371
	Iteration 11Q: 3 clusters Score -424057.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -424110.156250 Penalty: 4021.130371
	Iteration 12Q: 3 clusters Score -424110.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -424158.687500 Penalty: 4021.130371
	Iteration 13Q: 3 clusters Score -424158.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -424211.843750 Penalty: 4021.130371
	Iteration 14Q: 3 clusters Score -424211.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -424255.375000 Penalty: 4021.130371
	Iteration 15Q: 3 clusters Score -424255.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -424310.781250 Penalty: 4021.130371
	Iteration 16Q: 3 clusters Score -424310.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -424357.375000 Penalty: 4021.130371
	Iteration 17Q: 3 clusters Score -424357.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -424394.906250 Penalty: 4021.130371
	Iteration 18Q: 3 clusters Score -424394.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -424435.093750 Penalty: 4021.130371
	Iteration 19Q: 3 clusters Score -424435.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -424470.000000 Penalty: 4021.130371
	Iteration 20F: 3 clusters Score -424470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -424494.968750 Penalty: 4021.130371
	Iteration 21Q: 3 clusters Score -424495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -424526.500000 Penalty: 4021.130371
	Iteration 22Q: 3 clusters Score -424526.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -424551.125000 Penalty: 4021.130371
	Iteration 23Q: 3 clusters Score -424551.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -424569.718750 Penalty: 4021.130371
	Iteration 24Q: 3 clusters Score -424569.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -424579.187500 Penalty: 4021.130371
	Iteration 25Q: 3 clusters Score -424579.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -424584.562500 Penalty: 4021.130371
	Iteration 26Q: 3 clusters Score -424584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -424591.375000 Penalty: 4021.130371
	Iteration 27Q: 3 clusters Score -424591.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -424597.218750 Penalty: 4021.130371
	Iteration 28Q: 3 clusters Score -424597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -424599.750000 Penalty: 4021.130371
	Iteration 29Q: 3 clusters Score -424599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -424599.500000 Penalty: 4021.130371
	Iteration 30Q: 3 clusters Score -424599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -424600.750000 Penalty: 4021.130371
	Iteration 31Q: 3 clusters Score -424600.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -424600.750000 Penalty: 4021.130371
	Iteration 32F: 3 clusters Score -424600.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -12104.263672 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -12104.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11234.225586 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -11234.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11244.749023 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -11244.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11244.749023 Penalty: 2340.375244
	Iteration 2F: 3 clusters Score -11244.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (145182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145182 members 
Entering Unmasked Estep 
Score: -20056076.000000 Penalty: 2947.664307
	Iteration 0F: 2 clusters Score -2.005608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -19960144.000000 Penalty: 5895.328613
	Iteration 0F: 3 clusters Score -1.996014e+07 nChanged 69198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
Score: -20000392.000000 Penalty: 5895.328613
	Iteration 1F: 3 clusters Score -2.000039e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -20002080.000000 Penalty: 5895.328613
	Iteration 2Q: 3 clusters Score -2.000208e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -20004508.000000 Penalty: 5895.328613
	Iteration 3Q: 3 clusters Score -2.000451e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -20008114.000000 Penalty: 5895.328613
	Iteration 4F: 3 clusters Score -2.000811e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 86136 members 
Entering Unmasked Estep 
Score: -20013448.000000 Penalty: 5895.328613
	Iteration 5F: 3 clusters Score -2.001345e+07 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 92060 members 
Entering Unmasked Estep 
Score: -20021256.000000 Penalty: 5895.328613
	Iteration 6F: 3 clusters Score -2.002126e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 98231 members 
Entering Unmasked Estep 
Score: -20030174.000000 Penalty: 5895.328613
	Iteration 7F: 3 clusters Score -2.003017e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -20037472.000000 Penalty: 5895.328613
	Iteration 8F: 3 clusters Score -2.003747e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 106472 members 
Entering Unmasked Estep 
Score: -20040952.000000 Penalty: 5895.328613
	Iteration 9Q: 3 clusters Score -2.004095e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 108996 members 
Entering Unmasked Estep 
Score: -20042510.000000 Penalty: 5895.328613
	Iteration 10Q: 3 clusters Score -2.004251e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 111338 members 
Entering Unmasked Estep 
Score: -20043502.000000 Penalty: 5895.328613
	Iteration 11Q: 3 clusters Score -2.00435e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 113527 members 
Entering Unmasked Estep 
Score: -20044406.000000 Penalty: 5895.328613
	Iteration 12Q: 3 clusters Score -2.004441e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 115712 members 
Entering Unmasked Estep 
Score: -20045380.000000 Penalty: 5895.328613
	Iteration 13Q: 3 clusters Score -2.004538e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 117783 members 
Entering Unmasked Estep 
Score: -20046138.000000 Penalty: 5895.328613
	Iteration 14Q: 3 clusters Score -2.004614e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 119768 members 
Entering Unmasked Estep 
Score: -20046934.000000 Penalty: 5895.328613
	Iteration 15Q: 3 clusters Score -2.004693e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 121666 members 
Entering Unmasked Estep 
Score: -20047562.000000 Penalty: 5895.328613
	Iteration 16Q: 3 clusters Score -2.004756e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 123444 members 
Entering Unmasked Estep 
Score: -20048228.000000 Penalty: 5895.328613
	Iteration 17Q: 3 clusters Score -2.004823e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 125139 members 
Entering Unmasked Estep 
Score: -20048828.000000 Penalty: 5895.328613
	Iteration 18Q: 3 clusters Score -2.004883e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 126795 members 
Entering Unmasked Estep 
Score: -20049460.000000 Penalty: 5895.328613
	Iteration 19Q: 3 clusters Score -2.004946e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 128306 members 
Entering Unmasked Estep 
Score: -20050062.000000 Penalty: 5895.328613
	Iteration 20F: 3 clusters Score -2.005006e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 129702 members 
Entering Unmasked Estep 
Score: -20050444.000000 Penalty: 5895.328613
	Iteration 21Q: 3 clusters Score -2.005044e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 130927 members 
Entering Unmasked Estep 
Score: -20050872.000000 Penalty: 5895.328613
	Iteration 22Q: 3 clusters Score -2.005087e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 132055 members 
Entering Unmasked Estep 
Score: -20051220.000000 Penalty: 5895.328613
	Iteration 23Q: 3 clusters Score -2.005122e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 133078 members 
Entering Unmasked Estep 
Score: -20051596.000000 Penalty: 5895.328613
	Iteration 24Q: 3 clusters Score -2.00516e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 134043 members 
Entering Unmasked Estep 
Score: -20051792.000000 Penalty: 5895.328613
	Iteration 25Q: 3 clusters Score -2.005179e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 134950 members 
Entering Unmasked Estep 
Score: -20052114.000000 Penalty: 5895.328613
	Iteration 26Q: 3 clusters Score -2.005211e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 135771 members 
Entering Unmasked Estep 
Score: -20052364.000000 Penalty: 5895.328613
	Iteration 27Q: 3 clusters Score -2.005236e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 136549 members 
Entering Unmasked Estep 
Score: -20052562.000000 Penalty: 5895.328613
	Iteration 28Q: 3 clusters Score -2.005256e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 137248 members 
Entering Unmasked Estep 
Score: -20052752.000000 Penalty: 5895.328613
	Iteration 29Q: 3 clusters Score -2.005275e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 137936 members 
Entering Unmasked Estep 
Score: -20052918.000000 Penalty: 5895.328613
	Iteration 30Q: 3 clusters Score -2.005292e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 138558 members 
Entering Unmasked Estep 
Score: -20053076.000000 Penalty: 5895.328613
	Iteration 31Q: 3 clusters Score -2.005308e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 139111 members 
Entering Unmasked Estep 
Score: -20053294.000000 Penalty: 5895.328613
	Iteration 32Q: 3 clusters Score -2.005329e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 139595 members 
Entering Unmasked Estep 
Score: -20053420.000000 Penalty: 5895.328613
	Iteration 33Q: 3 clusters Score -2.005342e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 140011 members 
Entering Unmasked Estep 
Score: -20053522.000000 Penalty: 5895.328613
	Iteration 34Q: 3 clusters Score -2.005352e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 140366 members 
Entering Unmasked Estep 
Score: -20053618.000000 Penalty: 5895.328613
	Iteration 35Q: 3 clusters Score -2.005362e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 140697 members 
Entering Unmasked Estep 
Score: -20053712.000000 Penalty: 5895.328613
	Iteration 36Q: 3 clusters Score -2.005371e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 140966 members 
Entering Unmasked Estep 
Score: -20053740.000000 Penalty: 5895.328613
	Iteration 37Q: 3 clusters Score -2.005374e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 141209 members 
Entering Unmasked Estep 
Score: -20053760.000000 Penalty: 5895.328613
	Iteration 38Q: 3 clusters Score -2.005376e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 141428 members 
Entering Unmasked Estep 
Score: -20053828.000000 Penalty: 5895.328613
	Iteration 39Q: 3 clusters Score -2.005383e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 141627 members 
Entering Unmasked Estep 
Score: -20053862.000000 Penalty: 5895.328613
	Iteration 40F: 3 clusters Score -2.005386e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 141809 members 
Entering Unmasked Estep 
Score: -20053890.000000 Penalty: 5895.328613
	Iteration 41Q: 3 clusters Score -2.005389e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 141957 members 
Entering Unmasked Estep 
Score: -20053916.000000 Penalty: 5895.328613
	Iteration 42Q: 3 clusters Score -2.005392e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 142086 members 
Entering Unmasked Estep 
Score: -20053914.000000 Penalty: 5895.328613
	Iteration 43Q: 3 clusters Score -2.005391e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 142223 members 
Entering Unmasked Estep 
Score: -20053928.000000 Penalty: 5895.328613
	Iteration 44Q: 3 clusters Score -2.005393e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 142351 members 
Entering Unmasked Estep 
Score: -20053964.000000 Penalty: 5895.328613
	Iteration 45Q: 3 clusters Score -2.005396e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 142465 members 
Entering Unmasked Estep 
Score: -20053940.000000 Penalty: 5895.328613
	Iteration 46Q: 3 clusters Score -2.005394e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 142559 members 
Entering Unmasked Estep 
Score: -20053946.000000 Penalty: 5895.328613
	Iteration 47Q: 3 clusters Score -2.005395e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -20053936.000000 Penalty: 5895.328613
	Iteration 48Q: 3 clusters Score -2.005394e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 142690 members 
Entering Unmasked Estep 
Score: -20053926.000000 Penalty: 5895.328613
	Iteration 49Q: 3 clusters Score -2.005393e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 142749 members 
Entering Unmasked Estep 
Score: -20053996.000000 Penalty: 5895.328613
	Iteration 50Q: 3 clusters Score -2.0054e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 142800 members 
Entering Unmasked Estep 
Score: -20053978.000000 Penalty: 5895.328613
	Iteration 51Q: 3 clusters Score -2.005398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 142842 members 
Entering Unmasked Estep 
Score: -20053984.000000 Penalty: 5895.328613
	Iteration 52Q: 3 clusters Score -2.005398e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 142883 members 
Entering Unmasked Estep 
Score: -20053998.000000 Penalty: 5895.328613
	Iteration 53Q: 3 clusters Score -2.0054e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 142928 members 
Entering Unmasked Estep 
Score: -20054026.000000 Penalty: 5895.328613
	Iteration 54Q: 3 clusters Score -2.005403e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 142960 members 
Entering Unmasked Estep 
Score: -20054008.000000 Penalty: 5895.328613
	Iteration 55Q: 3 clusters Score -2.005401e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 142985 members 
Entering Unmasked Estep 
Score: -20053988.000000 Penalty: 5895.328613
	Iteration 56Q: 3 clusters Score -2.005399e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 143019 members 
Entering Unmasked Estep 
Score: -20054006.000000 Penalty: 5895.328613
	Iteration 57Q: 3 clusters Score -2.005401e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 143046 members 
Entering Unmasked Estep 
Score: -20054016.000000 Penalty: 5895.328613
	Iteration 58Q: 3 clusters Score -2.005402e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 143069 members 
Entering Unmasked Estep 
Score: -20054028.000000 Penalty: 5895.328613
	Iteration 59Q: 3 clusters Score -2.005403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 143090 members 
Entering Unmasked Estep 
Score: -20054014.000000 Penalty: 5895.328613
	Iteration 60F: 3 clusters Score -2.005401e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -20054026.000000 Penalty: 5895.328613
	Iteration 61Q: 3 clusters Score -2.005403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 143124 members 
Entering Unmasked Estep 
Score: -20054028.000000 Penalty: 5895.328613
	Iteration 62Q: 3 clusters Score -2.005403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 143135 members 
Entering Unmasked Estep 
Score: -20054032.000000 Penalty: 5895.328613
	Iteration 63Q: 3 clusters Score -2.005403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 143143 members 
Entering Unmasked Estep 
Score: -20054044.000000 Penalty: 5895.328613
	Iteration 64Q: 3 clusters Score -2.005404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 143155 members 
Entering Unmasked Estep 
Score: -20054028.000000 Penalty: 5895.328613
	Iteration 65Q: 3 clusters Score -2.005403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 143165 members 
Entering Unmasked Estep 
Score: -20054016.000000 Penalty: 5895.328613
	Iteration 66Q: 3 clusters Score -2.005402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 143173 members 
Entering Unmasked Estep 
Score: -20054026.000000 Penalty: 5895.328613
	Iteration 67Q: 3 clusters Score -2.005403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 143183 members 
Entering Unmasked Estep 
Score: -20054022.000000 Penalty: 5895.328613
	Iteration 68Q: 3 clusters Score -2.005402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 143193 members 
Entering Unmasked Estep 
Score: -20054026.000000 Penalty: 5895.328613
	Iteration 69Q: 3 clusters Score -2.005403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 143205 members 
Entering Unmasked Estep 
Score: -20054044.000000 Penalty: 5895.328613
	Iteration 70Q: 3 clusters Score -2.005404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 143212 members 
Entering Unmasked Estep 
Score: -20054038.000000 Penalty: 5895.328613
	Iteration 71Q: 3 clusters Score -2.005404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 143216 members 
Entering Unmasked Estep 
Score: -20054052.000000 Penalty: 5895.328613
	Iteration 72Q: 3 clusters Score -2.005405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 143224 members 
Entering Unmasked Estep 
Score: -20054056.000000 Penalty: 5895.328613
	Iteration 73Q: 3 clusters Score -2.005406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 143232 members 
Entering Unmasked Estep 
Score: -20054046.000000 Penalty: 5895.328613
	Iteration 74Q: 3 clusters Score -2.005405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 143235 members 
Entering Unmasked Estep 
Score: -20054060.000000 Penalty: 5895.328613
	Iteration 75Q: 3 clusters Score -2.005406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 143238 members 
Entering Unmasked Estep 
Score: -20054062.000000 Penalty: 5895.328613
	Iteration 76Q: 3 clusters Score -2.005406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -20054054.000000 Penalty: 5895.328613
	Iteration 77Q: 3 clusters Score -2.005405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -20054054.000000 Penalty: 5895.328613
	Iteration 78F: 3 clusters Score -2.005405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Entering Unmasked Estep 
Score: -4622305.000000 Penalty: 2587.784668
	Iteration 0F: 2 clusters Score -4622305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -4599116.500000 Penalty: 5175.569336
	Iteration 0F: 3 clusters Score -4599116 nChanged 15419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -4607569.500000 Penalty: 5175.569336
	Iteration 1F: 3 clusters Score -4607570 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -4608274.500000 Penalty: 5175.569336
	Iteration 2Q: 3 clusters Score -4608274 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4608989.000000 Penalty: 5175.569336
	Iteration 3Q: 3 clusters Score -4608989 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4609815.000000 Penalty: 5175.569336
	Iteration 4Q: 3 clusters Score -4609815 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -4610697.000000 Penalty: 5175.569336
	Iteration 5Q: 3 clusters Score -4610697 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4611553.500000 Penalty: 5175.569336
	Iteration 6Q: 3 clusters Score -4611554 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -4612452.500000 Penalty: 5175.569336
	Iteration 7Q: 3 clusters Score -4612452 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4613286.500000 Penalty: 5175.569336
	Iteration 8Q: 3 clusters Score -4613286 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -4614072.500000 Penalty: 5175.569336
	Iteration 9Q: 3 clusters Score -4614072 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4614775.000000 Penalty: 5175.569336
	Iteration 10Q: 3 clusters Score -4614775 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4615345.000000 Penalty: 5175.569336
	Iteration 11Q: 3 clusters Score -4615345 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -4615785.500000 Penalty: 5175.569336
	Iteration 12Q: 3 clusters Score -4615786 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -4616067.000000 Penalty: 5175.569336
	Iteration 13Q: 3 clusters Score -4616067 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4616270.500000 Penalty: 5175.569336
	Iteration 14Q: 3 clusters Score -4616270 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -4616414.000000 Penalty: 5175.569336
	Iteration 15Q: 3 clusters Score -4616414 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -4616545.000000 Penalty: 5175.569336
	Iteration 16Q: 3 clusters Score -4616545 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -4616684.500000 Penalty: 5175.569336
	Iteration 17Q: 3 clusters Score -4616684 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -4616726.500000 Penalty: 5175.569336
	Iteration 18Q: 3 clusters Score -4616726 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -4616807.000000 Penalty: 5175.569336
	Iteration 19Q: 3 clusters Score -4616807 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -4616870.000000 Penalty: 5175.569336
	Iteration 20F: 3 clusters Score -4616870 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -4616919.000000 Penalty: 5175.569336
	Iteration 21Q: 3 clusters Score -4616919 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4616957.000000 Penalty: 5175.569336
	Iteration 22Q: 3 clusters Score -4616957 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -4616989.500000 Penalty: 5175.569336
	Iteration 23Q: 3 clusters Score -4616990 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4617027.500000 Penalty: 5175.569336
	Iteration 24Q: 3 clusters Score -4617028 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -4617065.000000 Penalty: 5175.569336
	Iteration 25Q: 3 clusters Score -4617065 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4617098.500000 Penalty: 5175.569336
	Iteration 26Q: 3 clusters Score -4617098 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -4617145.500000 Penalty: 5175.569336
	Iteration 27Q: 3 clusters Score -4617146 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4617216.500000 Penalty: 5175.569336
	Iteration 28Q: 3 clusters Score -4617216 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -4617252.500000 Penalty: 5175.569336
	Iteration 29Q: 3 clusters Score -4617252 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -4617274.500000 Penalty: 5175.569336
	Iteration 30Q: 3 clusters Score -4617274 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -4617303.000000 Penalty: 5175.569336
	Iteration 31Q: 3 clusters Score -4617303 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4617333.500000 Penalty: 5175.569336
	Iteration 32Q: 3 clusters Score -4617334 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4617347.000000 Penalty: 5175.569336
	Iteration 33Q: 3 clusters Score -4617347 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4617400.000000 Penalty: 5175.569336
	Iteration 34Q: 3 clusters Score -4617400 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4617433.000000 Penalty: 5175.569336
	Iteration 35Q: 3 clusters Score -4617433 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -4617472.500000 Penalty: 5175.569336
	Iteration 36Q: 3 clusters Score -4617472 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -4617497.500000 Penalty: 5175.569336
	Iteration 37Q: 3 clusters Score -4617498 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -4617541.000000 Penalty: 5175.569336
	Iteration 38Q: 3 clusters Score -4617541 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -4617594.000000 Penalty: 5175.569336
	Iteration 39Q: 3 clusters Score -4617594 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -4617640.000000 Penalty: 5175.569336
	Iteration 40F: 3 clusters Score -4617640 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -4617668.500000 Penalty: 5175.569336
	Iteration 41Q: 3 clusters Score -4617668 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -4617719.000000 Penalty: 5175.569336
	Iteration 42Q: 3 clusters Score -4617719 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -4617764.500000 Penalty: 5175.569336
	Iteration 43Q: 3 clusters Score -4617764 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4617794.500000 Penalty: 5175.569336
	Iteration 44Q: 3 clusters Score -4617794 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -4617845.500000 Penalty: 5175.569336
	Iteration 45Q: 3 clusters Score -4617846 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -4617895.000000 Penalty: 5175.569336
	Iteration 46Q: 3 clusters Score -4617895 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -4617934.500000 Penalty: 5175.569336
	Iteration 47Q: 3 clusters Score -4617934 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -4617950.000000 Penalty: 5175.569336
	Iteration 48Q: 3 clusters Score -4617950 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -4617986.500000 Penalty: 5175.569336
	Iteration 49Q: 3 clusters Score -4617986 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -4618021.500000 Penalty: 5175.569336
	Iteration 50Q: 3 clusters Score -4618022 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4618066 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4618132 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4618167 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4618204 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4618220 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4618252 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4618296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -4618331.000000 Penalty: 5175.569336
	Iteration 58Q: 3 clusters Score -4618331 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -4618363.000000 Penalty: 5175.569336
	Iteration 59Q: 3 clusters Score -4618363 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -4618385.500000 Penalty: 5175.569336
	Iteration 60F: 3 clusters Score -4618386 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4618430.500000 Penalty: 5175.569336
	Iteration 61Q: 3 clusters Score -4618430 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4618463 nChanged 211
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Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4618484 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4618508 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4618583 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4618600 nChanged 221
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Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4618644 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4618686 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4618704 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -4618719.500000 Penalty: 5175.569336
	Iteration 70Q: 3 clusters Score -4618720 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4618768 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4618798 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4618847 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4618886 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -4618932.000000 Penalty: 5175.569336
	Iteration 75Q: 3 clusters Score -4618932 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4618968 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -4619020.000000 Penalty: 5175.569336
	Iteration 77Q: 3 clusters Score -4619020 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4619064 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4619108 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4619146.500000 Penalty: 5175.569336
	Iteration 80F: 3 clusters Score -4619146 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4619222 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4619263.000000 Penalty: 5175.569336
	Iteration 82Q: 3 clusters Score -4619263 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -4619313.500000 Penalty: 5175.569336
	Iteration 83Q: 3 clusters Score -4619314 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -4619372.500000 Penalty: 5175.569336
	Iteration 84Q: 3 clusters Score -4619372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4619418 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4619464 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4619491.500000 Penalty: 5175.569336
	Iteration 87Q: 3 clusters Score -4619492 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4619518.500000 Penalty: 5175.569336
	Iteration 88Q: 3 clusters Score -4619518 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4619560 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -4619592.500000 Penalty: 5175.569336
	Iteration 90Q: 3 clusters Score -4619592 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4619628 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4619676 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4619707 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4619763.000000 Penalty: 5175.569336
	Iteration 94Q: 3 clusters Score -4619763 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4619779 nChanged 118
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Mstep: Class 1 contains 30635 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4619814 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4619852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4619898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4619931.500000 Penalty: 5175.569336
	Iteration 99Q: 3 clusters Score -4619932 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4619960.000000 Penalty: 5175.569336
	Iteration 100F: 3 clusters Score -4619960 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4619996 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4620017.500000 Penalty: 5175.569336
	Iteration 102Q: 3 clusters Score -4620018 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4620044.500000 Penalty: 5175.569336
	Iteration 103Q: 3 clusters Score -4620044 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4620086 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4620122.000000 Penalty: 5175.569336
	Iteration 105Q: 3 clusters Score -4620122 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4620142.500000 Penalty: 5175.569336
	Iteration 106Q: 3 clusters Score -4620142 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4620175 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4620226.000000 Penalty: 5175.569336
	Iteration 108Q: 3 clusters Score -4620226 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4620254.000000 Penalty: 5175.569336
	Iteration 109Q: 3 clusters Score -4620254 nChanged 82
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Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4620288.000000 Penalty: 5175.569336
	Iteration 110Q: 3 clusters Score -4620288 nChanged 89
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Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4620308.000000 Penalty: 5175.569336
	Iteration 111Q: 3 clusters Score -4620308 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4620347.500000 Penalty: 5175.569336
	Iteration 112Q: 3 clusters Score -4620348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4620372.500000 Penalty: 5175.569336
	Iteration 113Q: 3 clusters Score -4620372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4620404.000000 Penalty: 5175.569336
	Iteration 114Q: 3 clusters Score -4620404 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4620440.000000 Penalty: 5175.569336
	Iteration 115Q: 3 clusters Score -4620440 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4620480 nChanged 80
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Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4620529.000000 Penalty: 5175.569336
	Iteration 117Q: 3 clusters Score -4620529 nChanged 63
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Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4620571.000000 Penalty: 5175.569336
	Iteration 118Q: 3 clusters Score -4620571 nChanged 53
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Mstep: Class 1 contains 32408 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4620596 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4620601.500000 Penalty: 5175.569336
	Iteration 120F: 3 clusters Score -4620602 nChanged 37
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Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4620626.000000 Penalty: 5175.569336
	Iteration 121Q: 3 clusters Score -4620626 nChanged 41
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Mstep: Class 1 contains 32476 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4620636 nChanged 26
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Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4620646 nChanged 24
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Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4620662 nChanged 30
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Mstep: Class 1 contains 32530 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4620664 nChanged 20
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	Iteration 126Q: 3 clusters Score -4620665 nChanged 23
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	Iteration 127Q: 3 clusters Score -4620665 nChanged 24
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Mstep: Class 1 contains 32571 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4620676 nChanged 19
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Mstep: Class 1 contains 32582 members 
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	Iteration 129Q: 3 clusters Score -4620681 nChanged 16
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4620686 nChanged 10
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Mstep: Class 1 contains 32598 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4620696 nChanged 13
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4620700 nChanged 11
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Mstep: Class 1 contains 32604 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4620701 nChanged 9
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4620712 nChanged 10
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Mstep: Class 1 contains 32611 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4620718 nChanged 8
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Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4620717 nChanged 9
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Mstep: Class 1 contains 32618 members 
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Entering Unmasked Estep 
Score: -4620722.000000 Penalty: 5175.569336
	Iteration 137Q: 3 clusters Score -4620722 nChanged 7
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Mstep: Class 1 contains 32623 members 
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	Iteration 138Q: 3 clusters Score -4620722 nChanged 7
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Mstep: Class 1 contains 32626 members 
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	Iteration 139Q: 3 clusters Score -4620722 nChanged 5
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Mstep: Class 1 contains 32629 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4620722 nChanged 3
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Mstep: Class 1 contains 32630 members 
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Entering Unmasked Estep 
Score: -4620723.500000 Penalty: 5175.569336
	Iteration 141Q: 3 clusters Score -4620724 nChanged 2
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Mstep: Class 1 contains 32632 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4620726 nChanged 1
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Score: -4620723.500000 Penalty: 5175.569336
	Iteration 143Q: 3 clusters Score -4620724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4620719.500000 Penalty: 5175.569336
	Iteration 144Q: 3 clusters Score -4620720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4620719.500000 Penalty: 5175.569336
	Iteration 145F: 3 clusters Score -4620720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -33586.828125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -33586.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32340.480469 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -32340.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32462.998047 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -32463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32514.171875 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -32514.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32553.496094 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -32553.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32573.908203 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -32573.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32602.345703 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -32602.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32626.753906 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -32626.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32658.548828 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -32658.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32660.796875 Penalty: 2801.891357
	Iteration 8Q: 3 clusters Score -32660.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32668.750000 Penalty: 2801.891357
	Iteration 9Q: 3 clusters Score -32668.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32682.138672 Penalty: 2801.891357
	Iteration 10Q: 3 clusters Score -32682.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32688.949219 Penalty: 2801.891357
	Iteration 11Q: 3 clusters Score -32688.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32688.949219 Penalty: 2801.891357
	Iteration 12F: 3 clusters Score -32688.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -50654.781250 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -50654.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49227.183594 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -49227.18 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49393.574219 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -49393.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49443.988281 Penalty: 3004.165039
	Iteration 2Q: 3 clusters Score -49443.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49460.761719 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -49460.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49477.554688 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -49477.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49484.488281 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -49484.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49492.054688 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -49492.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49492.054688 Penalty: 3004.165039
	Iteration 7F: 3 clusters Score -49492.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -68452.445312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -68452.45 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 287 members 
Entering Unmasked Estep 
Score: -66879.273438 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -66879.27 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67091.828125 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -67091.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67142.453125 Penalty: 3129.719482
	Iteration 2Q: 3 clusters Score -67142.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67165.257812 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -67165.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67185.742188 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -67185.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67199.890625 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -67199.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67205.671875 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -67205.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67212.812500 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -67212.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67224.226562 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -67224.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67231.687500 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -67231.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67245.085938 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -67245.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67260.507812 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -67260.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67276.164062 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -67276.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67288.437500 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -67288.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67310.460938 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -67310.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67317.437500 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -67317.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67321.523438 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -67321.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67323.445312 Penalty: 3129.719482
	Iteration 17Q: 3 clusters Score -67323.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67329.398438 Penalty: 3129.719482
	Iteration 18Q: 3 clusters Score -67329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67341.281250 Penalty: 3129.719482
	Iteration 19Q: 3 clusters Score -67341.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67344.968750 Penalty: 3129.719482
	Iteration 20F: 3 clusters Score -67344.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -146967.906250 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -146967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144953.984375 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -144954 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -145267.828125 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -145267.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145343.312500 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -145343.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -145388.375000 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -145388.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145446.921875 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -145446.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -145488.265625 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -145488.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -145521.718750 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -145521.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -145537.593750 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -145537.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -145548.562500 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -145548.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -145562.875000 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -145562.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -145577.250000 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -145577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145583.765625 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -145583.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145589.671875 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -145589.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145593.187500 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -145593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -145597.906250 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -145597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -145601.421875 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -145601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -145606.406250 Penalty: 3476.666748
	Iteration 16Q: 3 clusters Score -145606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -145608.031250 Penalty: 3476.666748
	Iteration 17Q: 3 clusters Score -145608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -145608.031250 Penalty: 3476.666748
	Iteration 18F: 3 clusters Score -145608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155910 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50123 members 
Mstep: Class 4 contains 88305 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174512 members 
Mstep: Class 8 contains 100831 members 
Mstep: Class 9 contains 208429 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 22158 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14806 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145182 members 
Mstep: Class 19 contains 34017 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452880.000000 Penalty: 78884.125000
Iteration 319Q: 24 clusters Score -1.374529e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155895 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50118 members 
Mstep: Class 4 contains 88314 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174579 members 
Mstep: Class 8 contains 100818 members 
Mstep: Class 9 contains 208411 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 22150 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6640 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14791 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145185 members 
Mstep: Class 19 contains 34013 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452672.000000 Penalty: 78884.125000
Iteration 320F: 24 clusters Score -1.374527e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155867 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50106 members 
Mstep: Class 4 contains 88316 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174635 members 
Mstep: Class 8 contains 100825 members 
Mstep: Class 9 contains 208393 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 22155 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6642 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14777 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145189 members 
Mstep: Class 19 contains 34009 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452688.000000 Penalty: 78884.125000
Iteration 321Q: 24 clusters Score -1.374527e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155854 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50099 members 
Mstep: Class 4 contains 88327 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174682 members 
Mstep: Class 8 contains 100827 members 
Mstep: Class 9 contains 208363 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 22161 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14766 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145182 members 
Mstep: Class 19 contains 34008 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452736.000000 Penalty: 78884.125000
Iteration 322Q: 24 clusters Score -1.374527e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155847 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50091 members 
Mstep: Class 4 contains 88339 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174695 members 
Mstep: Class 8 contains 100845 members 
Mstep: Class 9 contains 208333 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 22162 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6647 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14762 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145186 members 
Mstep: Class 19 contains 34008 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452672.000000 Penalty: 78884.125000
Iteration 323Q: 24 clusters Score -1.374527e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155850 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50088 members 
Mstep: Class 4 contains 88341 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174698 members 
Mstep: Class 8 contains 100862 members 
Mstep: Class 9 contains 208304 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 22167 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6648 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14758 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145192 members 
Mstep: Class 19 contains 34007 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452496.000000 Penalty: 78884.125000
Iteration 324Q: 24 clusters Score -1.374525e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155856 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50087 members 
Mstep: Class 4 contains 88341 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174723 members 
Mstep: Class 8 contains 100891 members 
Mstep: Class 9 contains 208261 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 22169 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14753 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145181 members 
Mstep: Class 19 contains 34000 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452496.000000 Penalty: 78884.125000
Iteration 325Q: 24 clusters Score -1.374525e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155863 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50088 members 
Mstep: Class 4 contains 88355 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174750 members 
Mstep: Class 8 contains 100908 members 
Mstep: Class 9 contains 208214 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 22169 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14744 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145167 members 
Mstep: Class 19 contains 33998 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452512.000000 Penalty: 78884.125000
Iteration 326Q: 24 clusters Score -1.374525e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155883 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50093 members 
Mstep: Class 4 contains 88359 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174756 members 
Mstep: Class 8 contains 100920 members 
Mstep: Class 9 contains 208165 members 
Mstep: Class 10 contains 3323 members 
Mstep: Class 11 contains 22168 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14734 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145178 members 
Mstep: Class 19 contains 33996 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452224.000000 Penalty: 78884.125000
Iteration 327Q: 24 clusters Score -1.374522e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155889 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50094 members 
Mstep: Class 4 contains 88384 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174768 members 
Mstep: Class 8 contains 100925 members 
Mstep: Class 9 contains 208135 members 
Mstep: Class 10 contains 3323 members 
Mstep: Class 11 contains 22165 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14726 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145168 members 
Mstep: Class 19 contains 33992 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452112.000000 Penalty: 78884.125000
Iteration 328Q: 24 clusters Score -1.374521e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155909 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50094 members 
Mstep: Class 4 contains 88399 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174791 members 
Mstep: Class 8 contains 100933 members 
Mstep: Class 9 contains 208090 members 
Mstep: Class 10 contains 3323 members 
Mstep: Class 11 contains 22161 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6665 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14722 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145155 members 
Mstep: Class 19 contains 33991 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452304.000000 Penalty: 78884.125000
Iteration 329Q: 24 clusters Score -1.374523e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155918 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50094 members 
Mstep: Class 4 contains 88409 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174820 members 
Mstep: Class 8 contains 100947 members 
Mstep: Class 9 contains 208040 members 
Mstep: Class 10 contains 3323 members 
Mstep: Class 11 contains 22155 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6665 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14716 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145157 members 
Mstep: Class 19 contains 33989 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452304.000000 Penalty: 78884.125000
Iteration 330Q: 24 clusters Score -1.374523e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155940 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50090 members 
Mstep: Class 4 contains 88417 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174832 members 
Mstep: Class 8 contains 100966 members 
Mstep: Class 9 contains 207988 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 22145 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6665 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14712 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145166 members 
Mstep: Class 19 contains 33990 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452160.000000 Penalty: 78884.125000
Iteration 331Q: 24 clusters Score -1.374522e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155957 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50087 members 
Mstep: Class 4 contains 88429 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174837 members 
Mstep: Class 8 contains 100982 members 
Mstep: Class 9 contains 207935 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22139 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6668 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14718 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145167 members 
Mstep: Class 19 contains 33988 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452416.000000 Penalty: 78884.125000
Iteration 332Q: 24 clusters Score -1.374524e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155970 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50085 members 
Mstep: Class 4 contains 88437 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174837 members 
Mstep: Class 8 contains 100993 members 
Mstep: Class 9 contains 207905 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22134 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6671 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14716 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145170 members 
Mstep: Class 19 contains 33990 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452384.000000 Penalty: 78884.125000
Iteration 333Q: 24 clusters Score -1.374524e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155979 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50083 members 
Mstep: Class 4 contains 88453 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174821 members 
Mstep: Class 8 contains 101004 members 
Mstep: Class 9 contains 207890 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22132 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6670 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14712 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145173 members 
Mstep: Class 19 contains 33995 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452432.000000 Penalty: 78884.125000
Iteration 334Q: 24 clusters Score -1.374524e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155989 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50087 members 
Mstep: Class 4 contains 88477 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174771 members 
Mstep: Class 8 contains 101024 members 
Mstep: Class 9 contains 207875 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22133 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6670 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14711 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145178 members 
Mstep: Class 19 contains 33998 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452384.000000 Penalty: 78884.125000
Iteration 335Q: 24 clusters Score -1.374524e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155991 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50090 members 
Mstep: Class 4 contains 88502 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174718 members 
Mstep: Class 8 contains 101042 members 
Mstep: Class 9 contains 207873 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22128 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6670 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14708 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145190 members 
Mstep: Class 19 contains 34002 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452352.000000 Penalty: 78884.125000
Iteration 336Q: 24 clusters Score -1.374524e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155996 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50088 members 
Mstep: Class 4 contains 88519 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174662 members 
Mstep: Class 8 contains 101063 members 
Mstep: Class 9 contains 207866 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22123 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14713 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145213 members 
Mstep: Class 19 contains 34003 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452240.000000 Penalty: 78884.125000
Iteration 337Q: 24 clusters Score -1.374522e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156011 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50085 members 
Mstep: Class 4 contains 88536 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174605 members 
Mstep: Class 8 contains 101074 members 
Mstep: Class 9 contains 207869 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22121 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6668 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14713 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145226 members 
Mstep: Class 19 contains 34007 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452272.000000 Penalty: 78884.125000
Iteration 338Q: 24 clusters Score -1.374523e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156018 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50073 members 
Mstep: Class 4 contains 88549 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174548 members 
Mstep: Class 8 contains 101081 members 
Mstep: Class 9 contains 207889 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22125 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6667 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14708 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145251 members 
Mstep: Class 19 contains 34008 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452192.000000 Penalty: 78884.125000
Iteration 339Q: 24 clusters Score -1.374522e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50065 members 
Mstep: Class 4 contains 88570 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174491 members 
Mstep: Class 8 contains 101082 members 
Mstep: Class 9 contains 207898 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22129 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6667 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14707 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145280 members 
Mstep: Class 19 contains 34013 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452256.000000 Penalty: 78884.125000
Iteration 340F: 24 clusters Score -1.374523e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156019 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50061 members 
Mstep: Class 4 contains 88590 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174397 members 
Mstep: Class 8 contains 101086 members 
Mstep: Class 9 contains 207911 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22139 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6667 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14709 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145324 members 
Mstep: Class 19 contains 34015 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452192.000000 Penalty: 78884.125000
Iteration 341Q: 24 clusters Score -1.374522e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156035 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50051 members 
Mstep: Class 4 contains 88610 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174290 members 
Mstep: Class 8 contains 101093 members 
Mstep: Class 9 contains 207920 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22144 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6670 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14713 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145369 members 
Mstep: Class 19 contains 34023 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452176.000000 Penalty: 78884.125000
Iteration 342Q: 24 clusters Score -1.374522e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156053 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50046 members 
Mstep: Class 4 contains 88629 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174182 members 
Mstep: Class 8 contains 101108 members 
Mstep: Class 9 contains 207940 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22145 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14713 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145407 members 
Mstep: Class 19 contains 34023 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452160.000000 Penalty: 78884.125000
Iteration 343Q: 24 clusters Score -1.374522e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156065 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50043 members 
Mstep: Class 4 contains 88652 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174090 members 
Mstep: Class 8 contains 101132 members 
Mstep: Class 9 contains 207953 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22154 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14710 members 
Mstep: Class 16 contains 3300 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145428 members 
Mstep: Class 19 contains 34023 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452080.000000 Penalty: 78884.125000
Iteration 344Q: 24 clusters Score -1.374521e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156069 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50034 members 
Mstep: Class 4 contains 88663 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 174028 members 
Mstep: Class 8 contains 101154 members 
Mstep: Class 9 contains 207970 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22154 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6674 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 3298 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145447 members 
Mstep: Class 19 contains 34026 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452176.000000 Penalty: 78884.125000
Iteration 345Q: 24 clusters Score -1.374522e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156085 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50032 members 
Mstep: Class 4 contains 88673 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173955 members 
Mstep: Class 8 contains 101167 members 
Mstep: Class 9 contains 207991 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 22153 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6674 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14696 members 
Mstep: Class 16 contains 3296 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145469 members 
Mstep: Class 19 contains 34031 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 78884.125000
Iteration 346Q: 24 clusters Score -1.374519e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156112 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50030 members 
Mstep: Class 4 contains 88686 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173858 members 
Mstep: Class 8 contains 101197 members 
Mstep: Class 9 contains 207987 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22153 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6679 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14690 members 
Mstep: Class 16 contains 3296 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145500 members 
Mstep: Class 19 contains 34033 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451872.000000 Penalty: 78884.125000
Iteration 347Q: 24 clusters Score -1.374519e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156131 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50032 members 
Mstep: Class 4 contains 88711 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173761 members 
Mstep: Class 8 contains 101224 members 
Mstep: Class 9 contains 207983 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22157 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6677 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14692 members 
Mstep: Class 16 contains 3295 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145528 members 
Mstep: Class 19 contains 34030 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 348Q: 24 clusters Score -1.374517e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156146 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50035 members 
Mstep: Class 4 contains 88728 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173708 members 
Mstep: Class 8 contains 101252 members 
Mstep: Class 9 contains 207954 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22164 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6678 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14688 members 
Mstep: Class 16 contains 3295 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145543 members 
Mstep: Class 19 contains 34030 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 349Q: 24 clusters Score -1.374519e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156148 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50036 members 
Mstep: Class 4 contains 88748 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173660 members 
Mstep: Class 8 contains 101271 members 
Mstep: Class 9 contains 207939 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22161 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6679 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14682 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145571 members 
Mstep: Class 19 contains 34033 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 78884.125000
Iteration 350Q: 24 clusters Score -1.374519e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156144 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50043 members 
Mstep: Class 4 contains 88763 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173599 members 
Mstep: Class 8 contains 101287 members 
Mstep: Class 9 contains 207914 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22166 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6681 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14680 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145615 members 
Mstep: Class 19 contains 34037 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451984.000000 Penalty: 78884.125000
Iteration 351Q: 24 clusters Score -1.37452e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156144 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50041 members 
Mstep: Class 4 contains 88780 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173524 members 
Mstep: Class 8 contains 101311 members 
Mstep: Class 9 contains 207896 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22166 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14671 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145676 members 
Mstep: Class 19 contains 34038 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 78884.125000
Iteration 352Q: 24 clusters Score -1.374519e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50031 members 
Mstep: Class 4 contains 88790 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173449 members 
Mstep: Class 8 contains 101332 members 
Mstep: Class 9 contains 207894 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22171 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14661 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145730 members 
Mstep: Class 19 contains 34040 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451984.000000 Penalty: 78884.125000
Iteration 353Q: 24 clusters Score -1.37452e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156133 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50018 members 
Mstep: Class 4 contains 88801 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173397 members 
Mstep: Class 8 contains 101350 members 
Mstep: Class 9 contains 207895 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22171 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14657 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145785 members 
Mstep: Class 19 contains 34040 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451936.000000 Penalty: 78884.125000
Iteration 354Q: 24 clusters Score -1.374519e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156102 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 50007 members 
Mstep: Class 4 contains 88813 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173383 members 
Mstep: Class 8 contains 101349 members 
Mstep: Class 9 contains 207915 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14633 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145828 members 
Mstep: Class 19 contains 34040 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 78884.125000
Iteration 355Q: 24 clusters Score -1.374519e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156065 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49995 members 
Mstep: Class 4 contains 88818 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173385 members 
Mstep: Class 8 contains 101356 members 
Mstep: Class 9 contains 207915 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22174 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6685 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14623 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145880 members 
Mstep: Class 19 contains 34037 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451968.000000 Penalty: 78884.125000
Iteration 356Q: 24 clusters Score -1.37452e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156038 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49975 members 
Mstep: Class 4 contains 88825 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173382 members 
Mstep: Class 8 contains 101359 members 
Mstep: Class 9 contains 207930 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22172 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6688 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14617 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145916 members 
Mstep: Class 19 contains 34034 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452048.000000 Penalty: 78884.125000
Iteration 357Q: 24 clusters Score -1.37452e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156017 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49959 members 
Mstep: Class 4 contains 88843 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173355 members 
Mstep: Class 8 contains 101363 members 
Mstep: Class 9 contains 207949 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22175 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6691 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14604 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145939 members 
Mstep: Class 19 contains 34039 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 78884.125000
Iteration 358Q: 24 clusters Score -1.374519e+08 nChanged 567
Entering ConstructFrom: 
Score: -137451856.000000 Penalty: 78884.125000
Entering ConstructFrom: 
Trying to split cluster 1 (156040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156040 members 
Entering Unmasked Estep 
Score: -21544830.000000 Penalty: 2965.551270
	Iteration 0F: 2 clusters Score -2.154483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -21442556.000000 Penalty: 5931.102539
	Iteration 0F: 3 clusters Score -2.144256e+07 nChanged 74761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -21485424.000000 Penalty: 5931.102539
	Iteration 1F: 3 clusters Score -2.148542e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 89191 members 
Entering Unmasked Estep 
Score: -21487068.000000 Penalty: 5931.102539
	Iteration 2Q: 3 clusters Score -2.148707e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -21489884.000000 Penalty: 5931.102539
	Iteration 3Q: 3 clusters Score -2.148988e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 105479 members 
Entering Unmasked Estep 
Score: -21495730.000000 Penalty: 5931.102539
	Iteration 4F: 3 clusters Score -2.149573e+07 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -21506646.000000 Penalty: 5931.102539
	Iteration 5F: 3 clusters Score -2.150665e+07 nChanged 15146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 133789 members 
Entering Unmasked Estep 
Score: -21521618.000000 Penalty: 5931.102539
	Iteration 6F: 3 clusters Score -2.152162e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 145953 members 
Entering Unmasked Estep 
Score: -21534232.000000 Penalty: 5931.102539
	Iteration 7F: 3 clusters Score -2.153423e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 152430 members 
Entering Unmasked Estep 
Score: -21539832.000000 Penalty: 5931.102539
	Iteration 8Q: 3 clusters Score -2.153983e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 154689 members 
Entering Unmasked Estep 
Score: -21541526.000000 Penalty: 5931.102539
	Iteration 9Q: 3 clusters Score -2.154153e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 155332 members 
Entering Unmasked Estep 
Score: -21542020.000000 Penalty: 5931.102539
	Iteration 10Q: 3 clusters Score -2.154202e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 155527 members 
Entering Unmasked Estep 
Score: -21542182.000000 Penalty: 5931.102539
	Iteration 11Q: 3 clusters Score -2.154218e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 155600 members 
Entering Unmasked Estep 
Score: -21542306.000000 Penalty: 5931.102539
	Iteration 12Q: 3 clusters Score -2.154231e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 155615 members 
Entering Unmasked Estep 
Score: -21542376.000000 Penalty: 5931.102539
	Iteration 13Q: 3 clusters Score -2.154238e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 155624 members 
Entering Unmasked Estep 
Score: -21542416.000000 Penalty: 5931.102539
	Iteration 14Q: 3 clusters Score -2.154242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 155634 members 
Entering Unmasked Estep 
Score: -21542430.000000 Penalty: 5931.102539
	Iteration 15Q: 3 clusters Score -2.154243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 155636 members 
Entering Unmasked Estep 
Score: -21542464.000000 Penalty: 5931.102539
	Iteration 16Q: 3 clusters Score -2.154246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 155635 members 
Entering Unmasked Estep 
Score: -21542476.000000 Penalty: 5931.102539
	Iteration 17Q: 3 clusters Score -2.154248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 155634 members 
Entering Unmasked Estep 
Score: -21542504.000000 Penalty: 5931.102539
	Iteration 18Q: 3 clusters Score -2.15425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 155627 members 
Entering Unmasked Estep 
Score: -21542518.000000 Penalty: 5931.102539
	Iteration 19Q: 3 clusters Score -2.154252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 155617 members 
Entering Unmasked Estep 
Score: -21542534.000000 Penalty: 5931.102539
	Iteration 20F: 3 clusters Score -2.154253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -21542538.000000 Penalty: 5931.102539
	Iteration 21Q: 3 clusters Score -2.154254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -21542548.000000 Penalty: 5931.102539
	Iteration 22Q: 3 clusters Score -2.154255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 155600 members 
Entering Unmasked Estep 
Score: -21542558.000000 Penalty: 5931.102539
	Iteration 23Q: 3 clusters Score -2.154256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 155597 members 
Entering Unmasked Estep 
Score: -21542554.000000 Penalty: 5931.102539
	Iteration 24Q: 3 clusters Score -2.154255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 155592 members 
Entering Unmasked Estep 
Score: -21542556.000000 Penalty: 5931.102539
	Iteration 25Q: 3 clusters Score -2.154256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 155591 members 
Entering Unmasked Estep 
Score: -21542562.000000 Penalty: 5931.102539
	Iteration 26Q: 3 clusters Score -2.154256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 155588 members 
Entering Unmasked Estep 
Score: -21542564.000000 Penalty: 5931.102539
	Iteration 27Q: 3 clusters Score -2.154256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -21542554.000000 Penalty: 5931.102539
	Iteration 28Q: 3 clusters Score -2.154255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 155585 members 
Entering Unmasked Estep 
Score: -21542572.000000 Penalty: 5931.102539
	Iteration 29Q: 3 clusters Score -2.154257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 155583 members 
Entering Unmasked Estep 
Score: -21542576.000000 Penalty: 5931.102539
	Iteration 30Q: 3 clusters Score -2.154258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 155583 members 
Entering Unmasked Estep 
Score: -21542570.000000 Penalty: 5931.102539
	Iteration 31Q: 3 clusters Score -2.154257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 155582 members 
Entering Unmasked Estep 
Score: -21542576.000000 Penalty: 5931.102539
	Iteration 32Q: 3 clusters Score -2.154258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 155580 members 
Entering Unmasked Estep 
Score: -21542584.000000 Penalty: 5931.102539
	Iteration 33Q: 3 clusters Score -2.154258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 155579 members 
Entering Unmasked Estep 
Score: -21542578.000000 Penalty: 5931.102539
	Iteration 34Q: 3 clusters Score -2.154258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 155578 members 
Entering Unmasked Estep 
Score: -21542584.000000 Penalty: 5931.102539
	Iteration 35Q: 3 clusters Score -2.154258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 155577 members 
Entering Unmasked Estep 
Score: -21542574.000000 Penalty: 5931.102539
	Iteration 36Q: 3 clusters Score -2.154257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 155577 members 
Entering Unmasked Estep 
Score: -21542574.000000 Penalty: 5931.102539
	Iteration 37F: 3 clusters Score -2.154257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44493.824219 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -44493.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43128.394531 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -43128.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43306.441406 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -43306.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43361.296875 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -43361.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43377.136719 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -43377.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43391.183594 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -43391.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43396.531250 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -43396.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43402.261719 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -43402.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43402.261719 Penalty: 2913.965820
	Iteration 7F: 3 clusters Score -43402.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Entering Unmasked Estep 
Score: -6720386.000000 Penalty: 2683.012207
	Iteration 0F: 2 clusters Score -6720386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -6686971.000000 Penalty: 5366.024414
	Iteration 0F: 3 clusters Score -6686971 nChanged 22914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -6699531.000000 Penalty: 5366.024414
	Iteration 1F: 3 clusters Score -6699531 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -6700092.500000 Penalty: 5366.024414
	Iteration 2Q: 3 clusters Score -6700092 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -6700652.000000 Penalty: 5366.024414
	Iteration 3Q: 3 clusters Score -6700652 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -6701284.500000 Penalty: 5366.024414
	Iteration 4Q: 3 clusters Score -6701284 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -6702129.000000 Penalty: 5366.024414
	Iteration 5Q: 3 clusters Score -6702129 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -6703247.000000 Penalty: 5366.024414
	Iteration 6Q: 3 clusters Score -6703247 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -6704781.500000 Penalty: 5366.024414
	Iteration 7Q: 3 clusters Score -6704782 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -6706587.500000 Penalty: 5366.024414
	Iteration 8F: 3 clusters Score -6706588 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -6708452.500000 Penalty: 5366.024414
	Iteration 9F: 3 clusters Score -6708452 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6714098 nChanged 930
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Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6714685 nChanged 969
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Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6714939 nChanged 873
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Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6715178 nChanged 825
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Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6715403 nChanged 767
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Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6715612 nChanged 720
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Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6715820 nChanged 685
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Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6715976 nChanged 680
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Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6716166 nChanged 698
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Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6716351 nChanged 630
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Mstep: Class 1 contains 41629 members 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6716583 nChanged 580
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Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6716746 nChanged 515
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Mstep: Class 1 contains 42712 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6716884 nChanged 491
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Mstep: Class 1 contains 43201 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6717022 nChanged 441
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Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6717156 nChanged 407
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Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6717259 nChanged 374
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6717353 nChanged 342
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Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6717572 nChanged 289
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Mstep: Class 1 contains 45336 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6717636 nChanged 246
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6717692 nChanged 196
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Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6717744 nChanged 177
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Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6717780 nChanged 166
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	Iteration 42Q: 3 clusters Score -6717824 nChanged 133
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	Iteration 43Q: 3 clusters Score -6717865 nChanged 125
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	Iteration 45Q: 3 clusters Score -6717916 nChanged 97
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6717930 nChanged 99
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Mstep: Class 1 contains 46627 members 
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	Iteration 48Q: 3 clusters Score -6717966 nChanged 77
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	Iteration 49Q: 3 clusters Score -6717975 nChanged 61
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Mstep: Class 1 contains 46827 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6717988 nChanged 37
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Mstep: Class 1 contains 46862 members 
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	Iteration 51Q: 3 clusters Score -6717980 nChanged 48
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Mstep: Class 1 contains 46906 members 
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	Iteration 52Q: 3 clusters Score -6718001 nChanged 50
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	Iteration 53Q: 3 clusters Score -6718015 nChanged 50
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Mstep: Class 1 contains 46998 members 
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	Iteration 54Q: 3 clusters Score -6718006 nChanged 43
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	Iteration 55Q: 3 clusters Score -6718010 nChanged 31
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Entering Unmasked Estep 
Score: -6718021.500000 Penalty: 5366.024414
	Iteration 56Q: 3 clusters Score -6718022 nChanged 33
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Score: -6718032.500000 Penalty: 5366.024414
	Iteration 57Q: 3 clusters Score -6718032 nChanged 39
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6718033 nChanged 46
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6718038 nChanged 52
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	Iteration 60F: 3 clusters Score -6718055 nChanged 48
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	Iteration 61Q: 3 clusters Score -6718072 nChanged 53
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	Iteration 62Q: 3 clusters Score -6718066 nChanged 38
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	Iteration 63Q: 3 clusters Score -6718072 nChanged 39
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	Iteration 64Q: 3 clusters Score -6718084 nChanged 34
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	Iteration 65Q: 3 clusters Score -6718086 nChanged 40
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	Iteration 66Q: 3 clusters Score -6718093 nChanged 34
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	Iteration 67Q: 3 clusters Score -6718102 nChanged 28
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	Iteration 68Q: 3 clusters Score -6718110 nChanged 38
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	Iteration 69Q: 3 clusters Score -6718122 nChanged 30
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	Iteration 70Q: 3 clusters Score -6718134 nChanged 25
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	Iteration 71Q: 3 clusters Score -6718142 nChanged 21
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	Iteration 72Q: 3 clusters Score -6718137 nChanged 21
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	Iteration 73Q: 3 clusters Score -6718137 nChanged 22
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	Iteration 74Q: 3 clusters Score -6718140 nChanged 18
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	Iteration 75Q: 3 clusters Score -6718141 nChanged 13
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	Iteration 76Q: 3 clusters Score -6718148 nChanged 12
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	Iteration 77Q: 3 clusters Score -6718164 nChanged 10
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	Iteration 78Q: 3 clusters Score -6718154 nChanged 7
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	Iteration 79Q: 3 clusters Score -6718148 nChanged 6
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	Iteration 80F: 3 clusters Score -6718154 nChanged 10
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	Iteration 81Q: 3 clusters Score -6718156 nChanged 15
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	Iteration 82Q: 3 clusters Score -6718144 nChanged 17
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	Iteration 83Q: 3 clusters Score -6718150 nChanged 8
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	Iteration 84Q: 3 clusters Score -6718164 nChanged 12
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	Iteration 85Q: 3 clusters Score -6718163 nChanged 9
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	Iteration 86Q: 3 clusters Score -6718162 nChanged 4
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	Iteration 87Q: 3 clusters Score -6718170 nChanged 5
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	Iteration 88Q: 3 clusters Score -6718170 nChanged 6
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	Iteration 89Q: 3 clusters Score -6718168 nChanged 5
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	Iteration 90Q: 3 clusters Score -6718168 nChanged 5
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	Iteration 91Q: 3 clusters Score -6718170 nChanged 11
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	Iteration 92Q: 3 clusters Score -6718175 nChanged 14
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	Iteration 93Q: 3 clusters Score -6718187 nChanged 14
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	Iteration 94Q: 3 clusters Score -6718185 nChanged 13
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	Iteration 95Q: 3 clusters Score -6718196 nChanged 10
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	Iteration 96Q: 3 clusters Score -6718194 nChanged 12
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	Iteration 97Q: 3 clusters Score -6718201 nChanged 8
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	Iteration 98Q: 3 clusters Score -6718195 nChanged 5
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	Iteration 99Q: 3 clusters Score -6718196 nChanged 6
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	Iteration 100F: 3 clusters Score -6718200 nChanged 5
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	Iteration 101Q: 3 clusters Score -6718196 nChanged 5
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	Iteration 102Q: 3 clusters Score -6718197 nChanged 7
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	Iteration 103Q: 3 clusters Score -6718198 nChanged 9
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Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6718204.000000 Penalty: 5366.024414
	Iteration 104Q: 3 clusters Score -6718204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6718198.500000 Penalty: 5366.024414
	Iteration 105Q: 3 clusters Score -6718198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6718190.500000 Penalty: 5366.024414
	Iteration 106Q: 3 clusters Score -6718190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6718199.500000 Penalty: 5366.024414
	Iteration 107Q: 3 clusters Score -6718200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6718208.500000 Penalty: 5366.024414
	Iteration 108Q: 3 clusters Score -6718208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6718219.000000 Penalty: 5366.024414
	Iteration 109Q: 3 clusters Score -6718219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6718221.000000 Penalty: 5366.024414
	Iteration 110Q: 3 clusters Score -6718221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6718218.500000 Penalty: 5366.024414
	Iteration 111Q: 3 clusters Score -6718218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6718221.000000 Penalty: 5366.024414
	Iteration 112Q: 3 clusters Score -6718221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6718226.000000 Penalty: 5366.024414
	Iteration 113Q: 3 clusters Score -6718226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6718230.500000 Penalty: 5366.024414
	Iteration 114Q: 3 clusters Score -6718230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6718233.500000 Penalty: 5366.024414
	Iteration 115Q: 3 clusters Score -6718234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6718230.500000 Penalty: 5366.024414
	Iteration 116Q: 3 clusters Score -6718230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6718231.500000 Penalty: 5366.024414
	Iteration 117Q: 3 clusters Score -6718232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6718236.500000 Penalty: 5366.024414
	Iteration 118Q: 3 clusters Score -6718236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6718241.500000 Penalty: 5366.024414
	Iteration 119Q: 3 clusters Score -6718242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6718238.500000 Penalty: 5366.024414
	Iteration 120F: 3 clusters Score -6718238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6718235.500000 Penalty: 5366.024414
	Iteration 121Q: 3 clusters Score -6718236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6718236.000000 Penalty: 5366.024414
	Iteration 122Q: 3 clusters Score -6718236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6718236.000000 Penalty: 5366.024414
	Iteration 123Q: 3 clusters Score -6718236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6718247.000000 Penalty: 5366.024414
	Iteration 124Q: 3 clusters Score -6718247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6718247.000000 Penalty: 5366.024414
	Iteration 125Q: 3 clusters Score -6718247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6718247.000000 Penalty: 5366.024414
	Iteration 126Q: 3 clusters Score -6718247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6718239.500000 Penalty: 5366.024414
	Iteration 127Q: 3 clusters Score -6718240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6718247.500000 Penalty: 5366.024414
	Iteration 128Q: 3 clusters Score -6718248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6718249.000000 Penalty: 5366.024414
	Iteration 129Q: 3 clusters Score -6718249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6718251.000000 Penalty: 5366.024414
	Iteration 130Q: 3 clusters Score -6718251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6718251.000000 Penalty: 5366.024414
	Iteration 131F: 3 clusters Score -6718251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (88863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88863 members 
Entering Unmasked Estep 
Score: -12368807.000000 Penalty: 2825.923096
	Iteration 0F: 2 clusters Score -1.236881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -12309473.000000 Penalty: 5651.846191
	Iteration 0F: 3 clusters Score -1.230947e+07 nChanged 41846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -12333324.000000 Penalty: 5651.846191
	Iteration 1F: 3 clusters Score -1.233332e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -12333999.000000 Penalty: 5651.846191
	Iteration 2Q: 3 clusters Score -1.2334e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -12334913.000000 Penalty: 5651.846191
	Iteration 3Q: 3 clusters Score -1.233491e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -12336241.000000 Penalty: 5651.846191
	Iteration 4Q: 3 clusters Score -1.233624e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -12338478.000000 Penalty: 5651.846191
	Iteration 5F: 3 clusters Score -1.233848e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -12342492.000000 Penalty: 5651.846191
	Iteration 6F: 3 clusters Score -1.234249e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -12348511.000000 Penalty: 5651.846191
	Iteration 7F: 3 clusters Score -1.234851e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -12355550.000000 Penalty: 5651.846191
	Iteration 8F: 3 clusters Score -1.235555e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -12361525.000000 Penalty: 5651.846191
	Iteration 9F: 3 clusters Score -1.236152e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -12364581.000000 Penalty: 5651.846191
	Iteration 10Q: 3 clusters Score -1.236458e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -12365740.000000 Penalty: 5651.846191
	Iteration 11Q: 3 clusters Score -1.236574e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -12366212.000000 Penalty: 5651.846191
	Iteration 12Q: 3 clusters Score -1.236621e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -12366387.000000 Penalty: 5651.846191
	Iteration 13Q: 3 clusters Score -1.236639e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -12366497.000000 Penalty: 5651.846191
	Iteration 14Q: 3 clusters Score -1.23665e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -12366565.000000 Penalty: 5651.846191
	Iteration 15Q: 3 clusters Score -1.236656e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 88490 members 
Entering Unmasked Estep 
Score: -12366628.000000 Penalty: 5651.846191
	Iteration 16Q: 3 clusters Score -1.236663e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 88475 members 
Entering Unmasked Estep 
Score: -12366678.000000 Penalty: 5651.846191
	Iteration 17Q: 3 clusters Score -1.236668e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -12366713.000000 Penalty: 5651.846191
	Iteration 18Q: 3 clusters Score -1.236671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -12366729.000000 Penalty: 5651.846191
	Iteration 19Q: 3 clusters Score -1.236673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 88446 members 
Entering Unmasked Estep 
Score: -12366766.000000 Penalty: 5651.846191
	Iteration 20F: 3 clusters Score -1.236677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -12366779.000000 Penalty: 5651.846191
	Iteration 21Q: 3 clusters Score -1.236678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -12366804.000000 Penalty: 5651.846191
	Iteration 22Q: 3 clusters Score -1.23668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 88412 members 
Entering Unmasked Estep 
Score: -12366808.000000 Penalty: 5651.846191
	Iteration 23Q: 3 clusters Score -1.236681e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 88398 members 
Entering Unmasked Estep 
Score: -12366840.000000 Penalty: 5651.846191
	Iteration 24Q: 3 clusters Score -1.236684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 88377 members 
Entering Unmasked Estep 
Score: -12366840.000000 Penalty: 5651.846191
	Iteration 25Q: 3 clusters Score -1.236684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -12366858.000000 Penalty: 5651.846191
	Iteration 26Q: 3 clusters Score -1.236686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -12366896.000000 Penalty: 5651.846191
	Iteration 27Q: 3 clusters Score -1.23669e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -12366922.000000 Penalty: 5651.846191
	Iteration 28Q: 3 clusters Score -1.236692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -12366933.000000 Penalty: 5651.846191
	Iteration 29Q: 3 clusters Score -1.236693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -12366953.000000 Penalty: 5651.846191
	Iteration 30Q: 3 clusters Score -1.236695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -12366957.000000 Penalty: 5651.846191
	Iteration 31Q: 3 clusters Score -1.236696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -12366972.000000 Penalty: 5651.846191
	Iteration 32Q: 3 clusters Score -1.236697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -12366985.000000 Penalty: 5651.846191
	Iteration 33Q: 3 clusters Score -1.236698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -12366987.000000 Penalty: 5651.846191
	Iteration 34Q: 3 clusters Score -1.236699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 88268 members 
Entering Unmasked Estep 
Score: -12366981.000000 Penalty: 5651.846191
	Iteration 35Q: 3 clusters Score -1.236698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -12366995.000000 Penalty: 5651.846191
	Iteration 36Q: 3 clusters Score -1.2367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -12367002.000000 Penalty: 5651.846191
	Iteration 37Q: 3 clusters Score -1.2367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -12367013.000000 Penalty: 5651.846191
	Iteration 38Q: 3 clusters Score -1.236701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -12367021.000000 Penalty: 5651.846191
	Iteration 39Q: 3 clusters Score -1.236702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -12367025.000000 Penalty: 5651.846191
	Iteration 40F: 3 clusters Score -1.236702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -12367040.000000 Penalty: 5651.846191
	Iteration 41Q: 3 clusters Score -1.236704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 88211 members 
Entering Unmasked Estep 
Score: -12367049.000000 Penalty: 5651.846191
	Iteration 42Q: 3 clusters Score -1.236705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -12367059.000000 Penalty: 5651.846191
	Iteration 43Q: 3 clusters Score -1.236706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 88200 members 
Entering Unmasked Estep 
Score: -12367060.000000 Penalty: 5651.846191
	Iteration 44Q: 3 clusters Score -1.236706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -12367079.000000 Penalty: 5651.846191
	Iteration 45Q: 3 clusters Score -1.236708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -12367094.000000 Penalty: 5651.846191
	Iteration 46Q: 3 clusters Score -1.236709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 88187 members 
Entering Unmasked Estep 
Score: -12367094.000000 Penalty: 5651.846191
	Iteration 47Q: 3 clusters Score -1.236709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 88186 members 
Entering Unmasked Estep 
Score: -12367095.000000 Penalty: 5651.846191
	Iteration 48Q: 3 clusters Score -1.23671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 88186 members 
Entering Unmasked Estep 
Score: -12367095.000000 Penalty: 5651.846191
	Iteration 49Q: 3 clusters Score -1.23671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 88186 members 
Entering Unmasked Estep 
Score: -12367097.000000 Penalty: 5651.846191
	Iteration 50Q: 3 clusters Score -1.23671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -12367096.000000 Penalty: 5651.846191
	Iteration 51Q: 3 clusters Score -1.23671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 88174 members 
Entering Unmasked Estep 
Score: -12367100.000000 Penalty: 5651.846191
	Iteration 52Q: 3 clusters Score -1.23671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 88168 members 
Entering Unmasked Estep 
Score: -12367108.000000 Penalty: 5651.846191
	Iteration 53Q: 3 clusters Score -1.236711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -12367104.000000 Penalty: 5651.846191
	Iteration 54Q: 3 clusters Score -1.23671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -12367111.000000 Penalty: 5651.846191
	Iteration 55Q: 3 clusters Score -1.236711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -12367137.000000 Penalty: 5651.846191
	Iteration 56Q: 3 clusters Score -1.236714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -12367126.000000 Penalty: 5651.846191
	Iteration 57Q: 3 clusters Score -1.236713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -12367134.000000 Penalty: 5651.846191
	Iteration 58Q: 3 clusters Score -1.236713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -12367138.000000 Penalty: 5651.846191
	Iteration 59Q: 3 clusters Score -1.236714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -12367144.000000 Penalty: 5651.846191
	Iteration 60F: 3 clusters Score -1.236714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -12367155.000000 Penalty: 5651.846191
	Iteration 61Q: 3 clusters Score -1.236716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -12367151.000000 Penalty: 5651.846191
	Iteration 62Q: 3 clusters Score -1.236715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 88139 members 
Entering Unmasked Estep 
Score: -12367156.000000 Penalty: 5651.846191
	Iteration 63Q: 3 clusters Score -1.236716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -12367161.000000 Penalty: 5651.846191
	Iteration 64Q: 3 clusters Score -1.236716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -12367161.000000 Penalty: 5651.846191
	Iteration 65Q: 3 clusters Score -1.236716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -12367169.000000 Penalty: 5651.846191
	Iteration 66Q: 3 clusters Score -1.236717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -12367158.000000 Penalty: 5651.846191
	Iteration 67Q: 3 clusters Score -1.236716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -12367163.000000 Penalty: 5651.846191
	Iteration 68Q: 3 clusters Score -1.236716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -12367168.000000 Penalty: 5651.846191
	Iteration 69Q: 3 clusters Score -1.236717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -12367172.000000 Penalty: 5651.846191
	Iteration 70Q: 3 clusters Score -1.236717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -12367181.000000 Penalty: 5651.846191
	Iteration 71Q: 3 clusters Score -1.236718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -12367181.000000 Penalty: 5651.846191
	Iteration 72Q: 3 clusters Score -1.236718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -12367182.000000 Penalty: 5651.846191
	Iteration 73Q: 3 clusters Score -1.236718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -12367187.000000 Penalty: 5651.846191
	Iteration 74Q: 3 clusters Score -1.236719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -12367180.000000 Penalty: 5651.846191
	Iteration 75Q: 3 clusters Score -1.236718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -12367188.000000 Penalty: 5651.846191
	Iteration 76Q: 3 clusters Score -1.236719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 88092 members 
Entering Unmasked Estep 
Score: -12367196.000000 Penalty: 5651.846191
	Iteration 77Q: 3 clusters Score -1.23672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -12367192.000000 Penalty: 5651.846191
	Iteration 78Q: 3 clusters Score -1.236719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -12367200.000000 Penalty: 5651.846191
	Iteration 79Q: 3 clusters Score -1.23672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 88089 members 
Entering Unmasked Estep 
Score: -12367198.000000 Penalty: 5651.846191
	Iteration 80F: 3 clusters Score -1.23672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -12367202.000000 Penalty: 5651.846191
	Iteration 81Q: 3 clusters Score -1.23672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -12367216.000000 Penalty: 5651.846191
	Iteration 82Q: 3 clusters Score -1.236722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -12367211.000000 Penalty: 5651.846191
	Iteration 83Q: 3 clusters Score -1.236721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -12367221.000000 Penalty: 5651.846191
	Iteration 84Q: 3 clusters Score -1.236722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -12367219.000000 Penalty: 5651.846191
	Iteration 85Q: 3 clusters Score -1.236722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -12367219.000000 Penalty: 5651.846191
	Iteration 86Q: 3 clusters Score -1.236722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -12367223.000000 Penalty: 5651.846191
	Iteration 87Q: 3 clusters Score -1.236722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 88067 members 
Entering Unmasked Estep 
Score: -12367219.000000 Penalty: 5651.846191
	Iteration 88Q: 3 clusters Score -1.236722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 88067 members 
Entering Unmasked Estep 
Score: -12367213.000000 Penalty: 5651.846191
	Iteration 89Q: 3 clusters Score -1.236721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 88067 members 
Entering Unmasked Estep 
Score: -12367223.000000 Penalty: 5651.846191
	Iteration 90Q: 3 clusters Score -1.236722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 88067 members 
Entering Unmasked Estep 
Score: -12367223.000000 Penalty: 5651.846191
	Iteration 91Q: 3 clusters Score -1.236722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -12367219.000000 Penalty: 5651.846191
	Iteration 92Q: 3 clusters Score -1.236722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -12367219.000000 Penalty: 5651.846191
	Iteration 93F: 3 clusters Score -1.236722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -141709.734375 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -141709.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -139724.000000 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -139724 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -140115.046875 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -140115 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -140318.671875 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -140318.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -140474.453125 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -140474.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -140558.703125 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -140558.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -140629.296875 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -140629.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -140690.031250 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -140690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -140741.218750 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -140741.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140776.765625 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -140776.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -140810.906250 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -140810.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -140837.625000 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -140837.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140859.812500 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -140859.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -140872.218750 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -140872.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -140880.546875 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -140880.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140893.796875 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -140893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140906.062500 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -140906.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140918.515625 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -140918.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -140931.687500 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -140931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -140934.734375 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -140934.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -140936.265625 Penalty: 3482.014648
	Iteration 19Q: 3 clusters Score -140936.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -140939.781250 Penalty: 3482.014648
	Iteration 20F: 3 clusters Score -140939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -140941.046875 Penalty: 3482.014648
	Iteration 21Q: 3 clusters Score -140941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -140944.578125 Penalty: 3482.014648
	Iteration 22Q: 3 clusters Score -140944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -140952.843750 Penalty: 3482.014648
	Iteration 23Q: 3 clusters Score -140952.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -140961.296875 Penalty: 3482.014648
	Iteration 24Q: 3 clusters Score -140961.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140966.515625 Penalty: 3482.014648
	Iteration 25Q: 3 clusters Score -140966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -140972.093750 Penalty: 3482.014648
	Iteration 26Q: 3 clusters Score -140972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -140972.406250 Penalty: 3482.014648
	Iteration 27Q: 3 clusters Score -140972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -140972.406250 Penalty: 3482.014648
	Iteration 28F: 3 clusters Score -140972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -64840.933594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -64840.93 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 256 members 
Entering Unmasked Estep 
Score: -63317.531250 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -63317.53 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63589.105469 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -63589.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63700.437500 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -63700.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63757.343750 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -63757.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63802.691406 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -63802.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63846.625000 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -63846.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63873.343750 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -63873.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63877.437500 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -63877.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63879.773438 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -63879.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63881.949219 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -63881.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63881.949219 Penalty: 3124.278809
	Iteration 10F: 3 clusters Score -63881.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (173319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173319 members 
Entering Unmasked Estep 
Score: -23832020.000000 Penalty: 2991.596436
	Iteration 0F: 2 clusters Score -2.383202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -23718492.000000 Penalty: 5983.192871
	Iteration 0F: 3 clusters Score -2.371849e+07 nChanged 83203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81937 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -23766726.000000 Penalty: 5983.192871
	Iteration 1F: 3 clusters Score -2.376673e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -23768270.000000 Penalty: 5983.192871
	Iteration 2Q: 3 clusters Score -2.376827e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -23770786.000000 Penalty: 5983.192871
	Iteration 3Q: 3 clusters Score -2.377079e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 103233 members 
Entering Unmasked Estep 
Score: -23774542.000000 Penalty: 5983.192871
	Iteration 4Q: 3 clusters Score -2.377454e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 110728 members 
Entering Unmasked Estep 
Score: -23780478.000000 Penalty: 5983.192871
	Iteration 5F: 3 clusters Score -2.378048e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 120110 members 
Entering Unmasked Estep 
Score: -23788848.000000 Penalty: 5983.192871
	Iteration 6F: 3 clusters Score -2.378885e+07 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 130619 members 
Entering Unmasked Estep 
Score: -23798896.000000 Penalty: 5983.192871
	Iteration 7F: 3 clusters Score -2.37989e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 140469 members 
Entering Unmasked Estep 
Score: -23807696.000000 Penalty: 5983.192871
	Iteration 8F: 3 clusters Score -2.38077e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 147807 members 
Entering Unmasked Estep 
Score: -23814106.000000 Penalty: 5983.192871
	Iteration 9Q: 3 clusters Score -2.381411e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 152845 members 
Entering Unmasked Estep 
Score: -23818084.000000 Penalty: 5983.192871
	Iteration 10Q: 3 clusters Score -2.381808e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 156363 members 
Entering Unmasked Estep 
Score: -23820482.000000 Penalty: 5983.192871
	Iteration 11Q: 3 clusters Score -2.382048e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 158980 members 
Entering Unmasked Estep 
Score: -23822170.000000 Penalty: 5983.192871
	Iteration 12Q: 3 clusters Score -2.382217e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 161044 members 
Entering Unmasked Estep 
Score: -23823470.000000 Penalty: 5983.192871
	Iteration 13Q: 3 clusters Score -2.382347e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 162729 members 
Entering Unmasked Estep 
Score: -23824398.000000 Penalty: 5983.192871
	Iteration 14Q: 3 clusters Score -2.38244e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 164141 members 
Entering Unmasked Estep 
Score: -23825246.000000 Penalty: 5983.192871
	Iteration 15Q: 3 clusters Score -2.382525e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 165321 members 
Entering Unmasked Estep 
Score: -23825894.000000 Penalty: 5983.192871
	Iteration 16Q: 3 clusters Score -2.382589e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 166317 members 
Entering Unmasked Estep 
Score: -23826328.000000 Penalty: 5983.192871
	Iteration 17Q: 3 clusters Score -2.382633e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 167142 members 
Entering Unmasked Estep 
Score: -23826834.000000 Penalty: 5983.192871
	Iteration 18Q: 3 clusters Score -2.382683e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -23827196.000000 Penalty: 5983.192871
	Iteration 19Q: 3 clusters Score -2.38272e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 168463 members 
Entering Unmasked Estep 
Score: -23827448.000000 Penalty: 5983.192871
	Iteration 20F: 3 clusters Score -2.382745e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 168950 members 
Entering Unmasked Estep 
Score: -23827652.000000 Penalty: 5983.192871
	Iteration 21Q: 3 clusters Score -2.382765e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 169344 members 
Entering Unmasked Estep 
Score: -23827788.000000 Penalty: 5983.192871
	Iteration 22Q: 3 clusters Score -2.382779e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 169648 members 
Entering Unmasked Estep 
Score: -23827920.000000 Penalty: 5983.192871
	Iteration 23Q: 3 clusters Score -2.382792e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 169908 members 
Entering Unmasked Estep 
Score: -23828080.000000 Penalty: 5983.192871
	Iteration 24Q: 3 clusters Score -2.382808e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 170153 members 
Entering Unmasked Estep 
Score: -23828236.000000 Penalty: 5983.192871
	Iteration 25Q: 3 clusters Score -2.382824e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 170374 members 
Entering Unmasked Estep 
Score: -23828336.000000 Penalty: 5983.192871
	Iteration 26Q: 3 clusters Score -2.382834e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 170565 members 
Entering Unmasked Estep 
Score: -23828442.000000 Penalty: 5983.192871
	Iteration 27Q: 3 clusters Score -2.382844e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 170736 members 
Entering Unmasked Estep 
Score: -23828540.000000 Penalty: 5983.192871
	Iteration 28Q: 3 clusters Score -2.382854e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 170890 members 
Entering Unmasked Estep 
Score: -23828630.000000 Penalty: 5983.192871
	Iteration 29Q: 3 clusters Score -2.382863e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -23828702.000000 Penalty: 5983.192871
	Iteration 30Q: 3 clusters Score -2.38287e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 171122 members 
Entering Unmasked Estep 
Score: -23828742.000000 Penalty: 5983.192871
	Iteration 31Q: 3 clusters Score -2.382874e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 171195 members 
Entering Unmasked Estep 
Score: -23828836.000000 Penalty: 5983.192871
	Iteration 32Q: 3 clusters Score -2.382884e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 171253 members 
Entering Unmasked Estep 
Score: -23828876.000000 Penalty: 5983.192871
	Iteration 33Q: 3 clusters Score -2.382888e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 171324 members 
Entering Unmasked Estep 
Score: -23828874.000000 Penalty: 5983.192871
	Iteration 34Q: 3 clusters Score -2.382887e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 171381 members 
Entering Unmasked Estep 
Score: -23828928.000000 Penalty: 5983.192871
	Iteration 35Q: 3 clusters Score -2.382893e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 171431 members 
Entering Unmasked Estep 
Score: -23828924.000000 Penalty: 5983.192871
	Iteration 36Q: 3 clusters Score -2.382892e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 171466 members 
Entering Unmasked Estep 
Score: -23828938.000000 Penalty: 5983.192871
	Iteration 37Q: 3 clusters Score -2.382894e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 171501 members 
Entering Unmasked Estep 
Score: -23828970.000000 Penalty: 5983.192871
	Iteration 38Q: 3 clusters Score -2.382897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 171542 members 
Entering Unmasked Estep 
Score: -23828986.000000 Penalty: 5983.192871
	Iteration 39Q: 3 clusters Score -2.382899e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 171579 members 
Entering Unmasked Estep 
Score: -23829000.000000 Penalty: 5983.192871
	Iteration 40F: 3 clusters Score -2.3829e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 171605 members 
Entering Unmasked Estep 
Score: -23829002.000000 Penalty: 5983.192871
	Iteration 41Q: 3 clusters Score -2.3829e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 171626 members 
Entering Unmasked Estep 
Score: -23829012.000000 Penalty: 5983.192871
	Iteration 42Q: 3 clusters Score -2.382901e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 171656 members 
Entering Unmasked Estep 
Score: -23829038.000000 Penalty: 5983.192871
	Iteration 43Q: 3 clusters Score -2.382904e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 171683 members 
Entering Unmasked Estep 
Score: -23829066.000000 Penalty: 5983.192871
	Iteration 44Q: 3 clusters Score -2.382907e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 171698 members 
Entering Unmasked Estep 
Score: -23829074.000000 Penalty: 5983.192871
	Iteration 45Q: 3 clusters Score -2.382907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 171719 members 
Entering Unmasked Estep 
Score: -23829086.000000 Penalty: 5983.192871
	Iteration 46Q: 3 clusters Score -2.382909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 171744 members 
Entering Unmasked Estep 
Score: -23829104.000000 Penalty: 5983.192871
	Iteration 47Q: 3 clusters Score -2.38291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 171763 members 
Entering Unmasked Estep 
Score: -23829106.000000 Penalty: 5983.192871
	Iteration 48Q: 3 clusters Score -2.382911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 171779 members 
Entering Unmasked Estep 
Score: -23829108.000000 Penalty: 5983.192871
	Iteration 49Q: 3 clusters Score -2.382911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 171796 members 
Entering Unmasked Estep 
Score: -23829140.000000 Penalty: 5983.192871
	Iteration 50Q: 3 clusters Score -2.382914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 171814 members 
Entering Unmasked Estep 
Score: -23829158.000000 Penalty: 5983.192871
	Iteration 51Q: 3 clusters Score -2.382916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 171828 members 
Entering Unmasked Estep 
Score: -23829170.000000 Penalty: 5983.192871
	Iteration 52Q: 3 clusters Score -2.382917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 171837 members 
Entering Unmasked Estep 
Score: -23829168.000000 Penalty: 5983.192871
	Iteration 53Q: 3 clusters Score -2.382917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 171849 members 
Entering Unmasked Estep 
Score: -23829212.000000 Penalty: 5983.192871
	Iteration 54Q: 3 clusters Score -2.382921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 171858 members 
Entering Unmasked Estep 
Score: -23829212.000000 Penalty: 5983.192871
	Iteration 55Q: 3 clusters Score -2.382921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 171866 members 
Entering Unmasked Estep 
Score: -23829232.000000 Penalty: 5983.192871
	Iteration 56Q: 3 clusters Score -2.382923e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 171881 members 
Entering Unmasked Estep 
Score: -23829220.000000 Penalty: 5983.192871
	Iteration 57Q: 3 clusters Score -2.382922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 171894 members 
Entering Unmasked Estep 
Score: -23829218.000000 Penalty: 5983.192871
	Iteration 58Q: 3 clusters Score -2.382922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 171909 members 
Entering Unmasked Estep 
Score: -23829230.000000 Penalty: 5983.192871
	Iteration 59Q: 3 clusters Score -2.382923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 171920 members 
Entering Unmasked Estep 
Score: -23829218.000000 Penalty: 5983.192871
	Iteration 60F: 3 clusters Score -2.382922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 171927 members 
Entering Unmasked Estep 
Score: -23829242.000000 Penalty: 5983.192871
	Iteration 61Q: 3 clusters Score -2.382924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 171928 members 
Entering Unmasked Estep 
Score: -23829258.000000 Penalty: 5983.192871
	Iteration 62Q: 3 clusters Score -2.382926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 171930 members 
Entering Unmasked Estep 
Score: -23829262.000000 Penalty: 5983.192871
	Iteration 63Q: 3 clusters Score -2.382926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 171932 members 
Entering Unmasked Estep 
Score: -23829266.000000 Penalty: 5983.192871
	Iteration 64Q: 3 clusters Score -2.382927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 171933 members 
Entering Unmasked Estep 
Score: -23829260.000000 Penalty: 5983.192871
	Iteration 65Q: 3 clusters Score -2.382926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 171933 members 
Entering Unmasked Estep 
Score: -23829260.000000 Penalty: 5983.192871
	Iteration 66F: 3 clusters Score -2.382926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (101357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101357 members 
Entering Unmasked Estep 
Score: -14059899.000000 Penalty: 2858.548340
	Iteration 0F: 2 clusters Score -1.40599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -13992200.000000 Penalty: 5717.096680
	Iteration 0F: 3 clusters Score -1.39922e+07 nChanged 47962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -14019896.000000 Penalty: 5717.096680
	Iteration 1F: 3 clusters Score -1.40199e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -14021056.000000 Penalty: 5717.096680
	Iteration 2Q: 3 clusters Score -1.402106e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -14022767.000000 Penalty: 5717.096680
	Iteration 3Q: 3 clusters Score -1.402277e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -14025579.000000 Penalty: 5717.096680
	Iteration 4F: 3 clusters Score -1.402558e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -14030259.000000 Penalty: 5717.096680
	Iteration 5F: 3 clusters Score -1.403026e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -14037195.000000 Penalty: 5717.096680
	Iteration 6F: 3 clusters Score -1.40372e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -14044660.000000 Penalty: 5717.096680
	Iteration 7F: 3 clusters Score -1.404466e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -14050637.000000 Penalty: 5717.096680
	Iteration 8F: 3 clusters Score -1.405064e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -14054159.000000 Penalty: 5717.096680
	Iteration 9Q: 3 clusters Score -1.405416e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94215 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -14055729.000000 Penalty: 5717.096680
	Iteration 10Q: 3 clusters Score -1.405573e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -14056369.000000 Penalty: 5717.096680
	Iteration 11Q: 3 clusters Score -1.405637e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -14056677.000000 Penalty: 5717.096680
	Iteration 12Q: 3 clusters Score -1.405668e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96229 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -14056909.000000 Penalty: 5717.096680
	Iteration 13Q: 3 clusters Score -1.405691e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96647 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -14057014.000000 Penalty: 5717.096680
	Iteration 14Q: 3 clusters Score -1.405701e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96985 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -14057103.000000 Penalty: 5717.096680
	Iteration 15Q: 3 clusters Score -1.40571e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -14057192.000000 Penalty: 5717.096680
	Iteration 16Q: 3 clusters Score -1.405719e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97543 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -14057291.000000 Penalty: 5717.096680
	Iteration 17Q: 3 clusters Score -1.405729e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -14057414.000000 Penalty: 5717.096680
	Iteration 18Q: 3 clusters Score -1.405741e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -14057437.000000 Penalty: 5717.096680
	Iteration 19Q: 3 clusters Score -1.405744e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -14057526.000000 Penalty: 5717.096680
	Iteration 20F: 3 clusters Score -1.405753e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -14057577.000000 Penalty: 5717.096680
	Iteration 21Q: 3 clusters Score -1.405758e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -14057624.000000 Penalty: 5717.096680
	Iteration 22Q: 3 clusters Score -1.405762e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -14057612.000000 Penalty: 5717.096680
	Iteration 23Q: 3 clusters Score -1.405761e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -14057604.000000 Penalty: 5717.096680
	Iteration 24Q: 3 clusters Score -1.40576e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -14057658.000000 Penalty: 5717.096680
	Iteration 25Q: 3 clusters Score -1.405766e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -14057645.000000 Penalty: 5717.096680
	Iteration 26Q: 3 clusters Score -1.405764e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -14057684.000000 Penalty: 5717.096680
	Iteration 27Q: 3 clusters Score -1.405768e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99058 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -14057716.000000 Penalty: 5717.096680
	Iteration 28Q: 3 clusters Score -1.405772e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -14057734.000000 Penalty: 5717.096680
	Iteration 29Q: 3 clusters Score -1.405773e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99187 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -14057739.000000 Penalty: 5717.096680
	Iteration 30Q: 3 clusters Score -1.405774e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -14057761.000000 Penalty: 5717.096680
	Iteration 31Q: 3 clusters Score -1.405776e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99270 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -14057760.000000 Penalty: 5717.096680
	Iteration 32Q: 3 clusters Score -1.405776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99302 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -14057766.000000 Penalty: 5717.096680
	Iteration 33Q: 3 clusters Score -1.405777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99323 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -14057759.000000 Penalty: 5717.096680
	Iteration 34Q: 3 clusters Score -1.405776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -14057765.000000 Penalty: 5717.096680
	Iteration 35Q: 3 clusters Score -1.405776e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99379 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -14057753.000000 Penalty: 5717.096680
	Iteration 36Q: 3 clusters Score -1.405775e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -14057773.000000 Penalty: 5717.096680
	Iteration 37Q: 3 clusters Score -1.405777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -14057791.000000 Penalty: 5717.096680
	Iteration 38Q: 3 clusters Score -1.405779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99436 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -14057785.000000 Penalty: 5717.096680
	Iteration 39Q: 3 clusters Score -1.405778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -14057803.000000 Penalty: 5717.096680
	Iteration 40F: 3 clusters Score -1.40578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -14057805.000000 Penalty: 5717.096680
	Iteration 41Q: 3 clusters Score -1.40578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -14057795.000000 Penalty: 5717.096680
	Iteration 42Q: 3 clusters Score -1.40578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -14057804.000000 Penalty: 5717.096680
	Iteration 43Q: 3 clusters Score -1.40578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -14057810.000000 Penalty: 5717.096680
	Iteration 44Q: 3 clusters Score -1.405781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -14057804.000000 Penalty: 5717.096680
	Iteration 45Q: 3 clusters Score -1.40578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99465 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -14057797.000000 Penalty: 5717.096680
	Iteration 46Q: 3 clusters Score -1.40578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99465 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -14057797.000000 Penalty: 5717.096680
	Iteration 47F: 3 clusters Score -1.40578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (207951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207951 members 
Entering Unmasked Estep 
Score: -28622006.000000 Penalty: 3036.774414
	Iteration 0F: 2 clusters Score -2.862201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104273 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -28490050.000000 Penalty: 6073.548828
	Iteration 0F: 3 clusters Score -2.849005e+07 nChanged 99646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108687 members 
Mstep: Class 2 contains 99264 members 
Entering Unmasked Estep 
Score: -28547972.000000 Penalty: 6073.548828
	Iteration 1F: 3 clusters Score -2.854797e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111241 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
Score: -28549066.000000 Penalty: 6073.548828
	Iteration 2Q: 3 clusters Score -2.854907e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115250 members 
Mstep: Class 2 contains 92701 members 
Entering Unmasked Estep 
Score: -28550360.000000 Penalty: 6073.548828
	Iteration 3Q: 3 clusters Score -2.855036e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121412 members 
Mstep: Class 2 contains 86539 members 
Entering Unmasked Estep 
Score: -28552920.000000 Penalty: 6073.548828
	Iteration 4Q: 3 clusters Score -2.855292e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130887 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -28557590.000000 Penalty: 6073.548828
	Iteration 5Q: 3 clusters Score -2.855759e+07 nChanged 13992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144797 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -28566050.000000 Penalty: 6073.548828
	Iteration 6F: 3 clusters Score -2.856605e+07 nChanged 17812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162607 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -28579242.000000 Penalty: 6073.548828
	Iteration 7F: 3 clusters Score -2.857924e+07 nChanged 18740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181345 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -28594586.000000 Penalty: 6073.548828
	Iteration 8F: 3 clusters Score -2.859459e+07 nChanged 14408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195753 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -28607614.000000 Penalty: 6073.548828
	Iteration 9F: 3 clusters Score -2.860761e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203468 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -28614626.000000 Penalty: 6073.548828
	Iteration 10Q: 3 clusters Score -2.861463e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206334 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -28617596.000000 Penalty: 6073.548828
	Iteration 11Q: 3 clusters Score -2.86176e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207181 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -28618518.000000 Penalty: 6073.548828
	Iteration 12Q: 3 clusters Score -2.861852e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207423 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -28618866.000000 Penalty: 6073.548828
	Iteration 13Q: 3 clusters Score -2.861887e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207503 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -28619004.000000 Penalty: 6073.548828
	Iteration 14Q: 3 clusters Score -2.8619e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207532 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -28619078.000000 Penalty: 6073.548828
	Iteration 15Q: 3 clusters Score -2.861908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207539 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -28619114.000000 Penalty: 6073.548828
	Iteration 16Q: 3 clusters Score -2.861911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207548 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -28619142.000000 Penalty: 6073.548828
	Iteration 17Q: 3 clusters Score -2.861914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207550 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -28619154.000000 Penalty: 6073.548828
	Iteration 18Q: 3 clusters Score -2.861915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207555 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -28619168.000000 Penalty: 6073.548828
	Iteration 19Q: 3 clusters Score -2.861917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207558 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -28619154.000000 Penalty: 6073.548828
	Iteration 20F: 3 clusters Score -2.861915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207558 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -28619132.000000 Penalty: 6073.548828
	Iteration 21Q: 3 clusters Score -2.861913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207560 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28619160.000000 Penalty: 6073.548828
	Iteration 22Q: 3 clusters Score -2.861916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207562 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -28619170.000000 Penalty: 6073.548828
	Iteration 23Q: 3 clusters Score -2.861917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207565 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -28619164.000000 Penalty: 6073.548828
	Iteration 24Q: 3 clusters Score -2.861916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207567 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -28619162.000000 Penalty: 6073.548828
	Iteration 25Q: 3 clusters Score -2.861916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207566 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28619164.000000 Penalty: 6073.548828
	Iteration 26Q: 3 clusters Score -2.861916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207567 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -28619170.000000 Penalty: 6073.548828
	Iteration 27Q: 3 clusters Score -2.861917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207567 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -28619170.000000 Penalty: 6073.548828
	Iteration 28F: 3 clusters Score -2.861917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -439230.156250 Penalty: 2011.162354
	Iteration 0F: 2 clusters Score -439230.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -435750.343750 Penalty: 4022.324707
	Iteration 0F: 3 clusters Score -435750.3 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -436503.125000 Penalty: 4022.324707
	Iteration 1F: 3 clusters Score -436503.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -436656.406250 Penalty: 4022.324707
	Iteration 2F: 3 clusters Score -436656.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -436736.875000 Penalty: 4022.324707
	Iteration 3Q: 3 clusters Score -436736.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -436795.812500 Penalty: 4022.324707
	Iteration 4Q: 3 clusters Score -436795.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -436830.843750 Penalty: 4022.324707
	Iteration 5Q: 3 clusters Score -436830.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -436862.875000 Penalty: 4022.324707
	Iteration 6Q: 3 clusters Score -436862.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -436886.781250 Penalty: 4022.324707
	Iteration 7Q: 3 clusters Score -436886.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -436923.218750 Penalty: 4022.324707
	Iteration 8Q: 3 clusters Score -436923.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -436972.281250 Penalty: 4022.324707
	Iteration 9Q: 3 clusters Score -436972.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -437020.812500 Penalty: 4022.324707
	Iteration 10Q: 3 clusters Score -437020.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -437082.125000 Penalty: 4022.324707
	Iteration 11Q: 3 clusters Score -437082.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -437130.625000 Penalty: 4022.324707
	Iteration 12Q: 3 clusters Score -437130.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -437172.718750 Penalty: 4022.324707
	Iteration 13Q: 3 clusters Score -437172.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -437208.593750 Penalty: 4022.324707
	Iteration 14Q: 3 clusters Score -437208.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -437249.656250 Penalty: 4022.324707
	Iteration 15Q: 3 clusters Score -437249.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -437288.531250 Penalty: 4022.324707
	Iteration 16Q: 3 clusters Score -437288.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -437327.000000 Penalty: 4022.324707
	Iteration 17Q: 3 clusters Score -437327 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -437367.375000 Penalty: 4022.324707
	Iteration 18Q: 3 clusters Score -437367.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -437406.000000 Penalty: 4022.324707
	Iteration 19Q: 3 clusters Score -437406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -437444.406250 Penalty: 4022.324707
	Iteration 20F: 3 clusters Score -437444.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -437486.187500 Penalty: 4022.324707
	Iteration 21Q: 3 clusters Score -437486.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -437531.562500 Penalty: 4022.324707
	Iteration 22Q: 3 clusters Score -437531.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -437578.093750 Penalty: 4022.324707
	Iteration 23Q: 3 clusters Score -437578.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -437609.500000 Penalty: 4022.324707
	Iteration 24Q: 3 clusters Score -437609.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -437637.781250 Penalty: 4022.324707
	Iteration 25Q: 3 clusters Score -437637.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -437665.156250 Penalty: 4022.324707
	Iteration 26Q: 3 clusters Score -437665.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -437686.718750 Penalty: 4022.324707
	Iteration 27Q: 3 clusters Score -437686.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -437700.000000 Penalty: 4022.324707
	Iteration 28Q: 3 clusters Score -437700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -437712.625000 Penalty: 4022.324707
	Iteration 29Q: 3 clusters Score -437712.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -437720.281250 Penalty: 4022.324707
	Iteration 30Q: 3 clusters Score -437720.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -437725.593750 Penalty: 4022.324707
	Iteration 31Q: 3 clusters Score -437725.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -437735.343750 Penalty: 4022.324707
	Iteration 32Q: 3 clusters Score -437735.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -437737.875000 Penalty: 4022.324707
	Iteration 33Q: 3 clusters Score -437737.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -437741.125000 Penalty: 4022.324707
	Iteration 34Q: 3 clusters Score -437741.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -437741.125000 Penalty: 4022.324707
	Iteration 35F: 3 clusters Score -437741.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Entering Unmasked Estep 
Score: -3096941.750000 Penalty: 2481.666748
	Iteration 0F: 2 clusters Score -3096942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3081394.750000 Penalty: 4963.333496
	Iteration 0F: 3 clusters Score -3081395 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3086745.750000 Penalty: 4963.333496
	Iteration 1F: 3 clusters Score -3086746 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3087197.000000 Penalty: 4963.333496
	Iteration 2F: 3 clusters Score -3087197 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3087620.500000 Penalty: 4963.333496
	Iteration 3Q: 3 clusters Score -3087620 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3088069.500000 Penalty: 4963.333496
	Iteration 4Q: 3 clusters Score -3088070 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3088584.500000 Penalty: 4963.333496
	Iteration 5Q: 3 clusters Score -3088584 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -3089165.000000 Penalty: 4963.333496
	Iteration 6Q: 3 clusters Score -3089165 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3089882.000000 Penalty: 4963.333496
	Iteration 7Q: 3 clusters Score -3089882 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3090693.000000 Penalty: 4963.333496
	Iteration 8Q: 3 clusters Score -3090693 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3091467.000000 Penalty: 4963.333496
	Iteration 9Q: 3 clusters Score -3091467 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3092102.250000 Penalty: 4963.333496
	Iteration 10Q: 3 clusters Score -3092102 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3092602.750000 Penalty: 4963.333496
	Iteration 11Q: 3 clusters Score -3092603 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3092927.750000 Penalty: 4963.333496
	Iteration 12Q: 3 clusters Score -3092928 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3093154.000000 Penalty: 4963.333496
	Iteration 13Q: 3 clusters Score -3093154 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3093331.250000 Penalty: 4963.333496
	Iteration 14Q: 3 clusters Score -3093331 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3093480.750000 Penalty: 4963.333496
	Iteration 15Q: 3 clusters Score -3093481 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3093584.500000 Penalty: 4963.333496
	Iteration 16Q: 3 clusters Score -3093584 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3093688.250000 Penalty: 4963.333496
	Iteration 17Q: 3 clusters Score -3093688 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3093774.250000 Penalty: 4963.333496
	Iteration 18Q: 3 clusters Score -3093774 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3093851.500000 Penalty: 4963.333496
	Iteration 19Q: 3 clusters Score -3093852 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3093921.500000 Penalty: 4963.333496
	Iteration 20F: 3 clusters Score -3093922 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3093988.500000 Penalty: 4963.333496
	Iteration 21Q: 3 clusters Score -3093988 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3094045.500000 Penalty: 4963.333496
	Iteration 22Q: 3 clusters Score -3094046 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3094102.000000 Penalty: 4963.333496
	Iteration 23Q: 3 clusters Score -3094102 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3094151.000000 Penalty: 4963.333496
	Iteration 24Q: 3 clusters Score -3094151 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3094198.750000 Penalty: 4963.333496
	Iteration 25Q: 3 clusters Score -3094199 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3094247.250000 Penalty: 4963.333496
	Iteration 26Q: 3 clusters Score -3094247 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3094280.250000 Penalty: 4963.333496
	Iteration 27Q: 3 clusters Score -3094280 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3094326.000000 Penalty: 4963.333496
	Iteration 28Q: 3 clusters Score -3094326 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3094367.500000 Penalty: 4963.333496
	Iteration 29Q: 3 clusters Score -3094368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3094406.500000 Penalty: 4963.333496
	Iteration 30Q: 3 clusters Score -3094406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -3094438.500000 Penalty: 4963.333496
	Iteration 31Q: 3 clusters Score -3094438 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3094479.500000 Penalty: 4963.333496
	Iteration 32Q: 3 clusters Score -3094480 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3094536.000000 Penalty: 4963.333496
	Iteration 33Q: 3 clusters Score -3094536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3094567.250000 Penalty: 4963.333496
	Iteration 34Q: 3 clusters Score -3094567 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3094587.000000 Penalty: 4963.333496
	Iteration 35Q: 3 clusters Score -3094587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3094607.250000 Penalty: 4963.333496
	Iteration 36Q: 3 clusters Score -3094607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3094623.500000 Penalty: 4963.333496
	Iteration 37Q: 3 clusters Score -3094624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3094647.250000 Penalty: 4963.333496
	Iteration 38Q: 3 clusters Score -3094647 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3094680.000000 Penalty: 4963.333496
	Iteration 39Q: 3 clusters Score -3094680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3094704.250000 Penalty: 4963.333496
	Iteration 40F: 3 clusters Score -3094704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3094728.250000 Penalty: 4963.333496
	Iteration 41Q: 3 clusters Score -3094728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3094736.750000 Penalty: 4963.333496
	Iteration 42Q: 3 clusters Score -3094737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3094749.750000 Penalty: 4963.333496
	Iteration 43Q: 3 clusters Score -3094750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3094762.750000 Penalty: 4963.333496
	Iteration 44Q: 3 clusters Score -3094763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3094767.250000 Penalty: 4963.333496
	Iteration 45Q: 3 clusters Score -3094767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3094778.250000 Penalty: 4963.333496
	Iteration 46Q: 3 clusters Score -3094778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3094785.000000 Penalty: 4963.333496
	Iteration 47Q: 3 clusters Score -3094785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3094780.000000 Penalty: 4963.333496
	Iteration 48Q: 3 clusters Score -3094780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3094785.750000 Penalty: 4963.333496
	Iteration 49Q: 3 clusters Score -3094786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3094792.000000 Penalty: 4963.333496
	Iteration 50Q: 3 clusters Score -3094792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -3094792.500000 Penalty: 4963.333496
	Iteration 51Q: 3 clusters Score -3094792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3094791.000000 Penalty: 4963.333496
	Iteration 52Q: 3 clusters Score -3094791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3094793.250000 Penalty: 4963.333496
	Iteration 53Q: 3 clusters Score -3094793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3094790.750000 Penalty: 4963.333496
	Iteration 54Q: 3 clusters Score -3094791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3094794.500000 Penalty: 4963.333496
	Iteration 55Q: 3 clusters Score -3094794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3094794.500000 Penalty: 4963.333496
	Iteration 56F: 3 clusters Score -3094794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -111208.390625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -111208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109315.015625 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -109315 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -109761.695312 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -109761.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110102.843750 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -110102.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110348.000000 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -110348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110549.789062 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -110549.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110691.070312 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -110691.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -110769.429688 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -110769.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -110804.171875 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -110804.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110852.414062 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -110852.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110887.703125 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -110887.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110902.390625 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -110902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -110907.890625 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -110907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110911.304688 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -110911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110914.812500 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -110914.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110914.812500 Penalty: 3398.187744
	Iteration 14F: 3 clusters Score -110914.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -897608.937500 Penalty: 2184.586914
	Iteration 0F: 2 clusters Score -897608.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -892010.937500 Penalty: 4369.173828
	Iteration 0F: 3 clusters Score -892010.9 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -893466.750000 Penalty: 4369.173828
	Iteration 1F: 3 clusters Score -893466.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -893707.312500 Penalty: 4369.173828
	Iteration 2F: 3 clusters Score -893707.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -893877.062500 Penalty: 4369.173828
	Iteration 3Q: 3 clusters Score -893877.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -894019.875000 Penalty: 4369.173828
	Iteration 4Q: 3 clusters Score -894019.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -894137.062500 Penalty: 4369.173828
	Iteration 5Q: 3 clusters Score -894137.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -894242.875000 Penalty: 4369.173828
	Iteration 6Q: 3 clusters Score -894242.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -894338.312500 Penalty: 4369.173828
	Iteration 7Q: 3 clusters Score -894338.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -894434.375000 Penalty: 4369.173828
	Iteration 8Q: 3 clusters Score -894434.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -894514.375000 Penalty: 4369.173828
	Iteration 9Q: 3 clusters Score -894514.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -894596.875000 Penalty: 4369.173828
	Iteration 10Q: 3 clusters Score -894596.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -894679.437500 Penalty: 4369.173828
	Iteration 11Q: 3 clusters Score -894679.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -894756.812500 Penalty: 4369.173828
	Iteration 12Q: 3 clusters Score -894756.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -894807.187500 Penalty: 4369.173828
	Iteration 13Q: 3 clusters Score -894807.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -894856.750000 Penalty: 4369.173828
	Iteration 14Q: 3 clusters Score -894856.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -894900.062500 Penalty: 4369.173828
	Iteration 15Q: 3 clusters Score -894900.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -894935.625000 Penalty: 4369.173828
	Iteration 16Q: 3 clusters Score -894935.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -894965.750000 Penalty: 4369.173828
	Iteration 17Q: 3 clusters Score -894965.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -894992.937500 Penalty: 4369.173828
	Iteration 18Q: 3 clusters Score -894992.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -895018.000000 Penalty: 4369.173828
	Iteration 19Q: 3 clusters Score -895018 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -895038.562500 Penalty: 4369.173828
	Iteration 20F: 3 clusters Score -895038.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -895058.375000 Penalty: 4369.173828
	Iteration 21Q: 3 clusters Score -895058.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -895078.687500 Penalty: 4369.173828
	Iteration 22Q: 3 clusters Score -895078.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -895098.875000 Penalty: 4369.173828
	Iteration 23Q: 3 clusters Score -895098.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -895111.687500 Penalty: 4369.173828
	Iteration 24Q: 3 clusters Score -895111.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -895117.000000 Penalty: 4369.173828
	Iteration 25Q: 3 clusters Score -895117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -895127.375000 Penalty: 4369.173828
	Iteration 26Q: 3 clusters Score -895127.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -895134.875000 Penalty: 4369.173828
	Iteration 27Q: 3 clusters Score -895134.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -895142.687500 Penalty: 4369.173828
	Iteration 28Q: 3 clusters Score -895142.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -895151.125000 Penalty: 4369.173828
	Iteration 29Q: 3 clusters Score -895151.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -895157.562500 Penalty: 4369.173828
	Iteration 30Q: 3 clusters Score -895157.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -895163.812500 Penalty: 4369.173828
	Iteration 31Q: 3 clusters Score -895163.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -895166.937500 Penalty: 4369.173828
	Iteration 32Q: 3 clusters Score -895166.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -895173.125000 Penalty: 4369.173828
	Iteration 33Q: 3 clusters Score -895173.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -895177.500000 Penalty: 4369.173828
	Iteration 34Q: 3 clusters Score -895177.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -895183.500000 Penalty: 4369.173828
	Iteration 35Q: 3 clusters Score -895183.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -895188.500000 Penalty: 4369.173828
	Iteration 36Q: 3 clusters Score -895188.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -895194.500000 Penalty: 4369.173828
	Iteration 37Q: 3 clusters Score -895194.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -895200.562500 Penalty: 4369.173828
	Iteration 38Q: 3 clusters Score -895200.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -895214.500000 Penalty: 4369.173828
	Iteration 39Q: 3 clusters Score -895214.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -895226.937500 Penalty: 4369.173828
	Iteration 40F: 3 clusters Score -895226.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -895233.937500 Penalty: 4369.173828
	Iteration 41Q: 3 clusters Score -895233.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -895242.625000 Penalty: 4369.173828
	Iteration 42Q: 3 clusters Score -895242.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -895246.250000 Penalty: 4369.173828
	Iteration 43Q: 3 clusters Score -895246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -895253.000000 Penalty: 4369.173828
	Iteration 44Q: 3 clusters Score -895253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -895256.125000 Penalty: 4369.173828
	Iteration 45Q: 3 clusters Score -895256.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -895265.000000 Penalty: 4369.173828
	Iteration 46Q: 3 clusters Score -895265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -895276.500000 Penalty: 4369.173828
	Iteration 47Q: 3 clusters Score -895276.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -895284.375000 Penalty: 4369.173828
	Iteration 48Q: 3 clusters Score -895284.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -895288.250000 Penalty: 4369.173828
	Iteration 49Q: 3 clusters Score -895288.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -895292.062500 Penalty: 4369.173828
	Iteration 50Q: 3 clusters Score -895292.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -895299.437500 Penalty: 4369.173828
	Iteration 51Q: 3 clusters Score -895299.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -895302.062500 Penalty: 4369.173828
	Iteration 52Q: 3 clusters Score -895302.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -895310.375000 Penalty: 4369.173828
	Iteration 53Q: 3 clusters Score -895310.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -895313.562500 Penalty: 4369.173828
	Iteration 54Q: 3 clusters Score -895313.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -895317.437500 Penalty: 4369.173828
	Iteration 55Q: 3 clusters Score -895317.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -895321.625000 Penalty: 4369.173828
	Iteration 56Q: 3 clusters Score -895321.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -895324.250000 Penalty: 4369.173828
	Iteration 57Q: 3 clusters Score -895324.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -895329.437500 Penalty: 4369.173828
	Iteration 58Q: 3 clusters Score -895329.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -895331.937500 Penalty: 4369.173828
	Iteration 59Q: 3 clusters Score -895331.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -895336.625000 Penalty: 4369.173828
	Iteration 60F: 3 clusters Score -895336.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -895339.375000 Penalty: 4369.173828
	Iteration 61Q: 3 clusters Score -895339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -895345.312500 Penalty: 4369.173828
	Iteration 62Q: 3 clusters Score -895345.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -895349.937500 Penalty: 4369.173828
	Iteration 63Q: 3 clusters Score -895349.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -895351.187500 Penalty: 4369.173828
	Iteration 64Q: 3 clusters Score -895351.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -895355.437500 Penalty: 4369.173828
	Iteration 65Q: 3 clusters Score -895355.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -895360.187500 Penalty: 4369.173828
	Iteration 66Q: 3 clusters Score -895360.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -895360.875000 Penalty: 4369.173828
	Iteration 67Q: 3 clusters Score -895360.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -895362.687500 Penalty: 4369.173828
	Iteration 68Q: 3 clusters Score -895362.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -895365.812500 Penalty: 4369.173828
	Iteration 69Q: 3 clusters Score -895365.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -895364.375000 Penalty: 4369.173828
	Iteration 70Q: 3 clusters Score -895364.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -895368.500000 Penalty: 4369.173828
	Iteration 71Q: 3 clusters Score -895368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -895369.812500 Penalty: 4369.173828
	Iteration 72Q: 3 clusters Score -895369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -895369.437500 Penalty: 4369.173828
	Iteration 73Q: 3 clusters Score -895369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -895369.062500 Penalty: 4369.173828
	Iteration 74Q: 3 clusters Score -895369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -895369.062500 Penalty: 4369.173828
	Iteration 75F: 3 clusters Score -895369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -161906.343750 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -161906.3 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 624 members 
Entering Unmasked Estep 
Score: -159817.421875 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -159817.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -160145.875000 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -160145.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160254.109375 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -160254.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -160296.578125 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -160296.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -160323.906250 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -160323.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -160350.640625 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -160350.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -160381.937500 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -160381.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -160408.218750 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -160408.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -160425.359375 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -160425.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -160440.421875 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -160440.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -160447.000000 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -160447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -160450.718750 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -160450.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -160455.515625 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -160455.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -160458.281250 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -160458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -160461.328125 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -160461.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -160465.343750 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -160465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -160470.921875 Penalty: 3519.563232
	Iteration 16Q: 3 clusters Score -160470.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -160476.890625 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -160476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -160484.125000 Penalty: 3519.563232
	Iteration 18Q: 3 clusters Score -160484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -160496.703125 Penalty: 3519.563232
	Iteration 19Q: 3 clusters Score -160496.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -160505.843750 Penalty: 3519.563232
	Iteration 20F: 3 clusters Score -160505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -160521.578125 Penalty: 3519.563232
	Iteration 21Q: 3 clusters Score -160521.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -160541.390625 Penalty: 3519.563232
	Iteration 22Q: 3 clusters Score -160541.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -160573.656250 Penalty: 3519.563232
	Iteration 23Q: 3 clusters Score -160573.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -160613.046875 Penalty: 3519.563232
	Iteration 24Q: 3 clusters Score -160613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -160660.812500 Penalty: 3519.563232
	Iteration 25Q: 3 clusters Score -160660.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -160692.031250 Penalty: 3519.563232
	Iteration 26Q: 3 clusters Score -160692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -160714.625000 Penalty: 3519.563232
	Iteration 27Q: 3 clusters Score -160714.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -160734.531250 Penalty: 3519.563232
	Iteration 28Q: 3 clusters Score -160734.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -160763.968750 Penalty: 3519.563232
	Iteration 29Q: 3 clusters Score -160764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -160785.015625 Penalty: 3519.563232
	Iteration 30Q: 3 clusters Score -160785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -160795.000000 Penalty: 3519.563232
	Iteration 31Q: 3 clusters Score -160795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160804.343750 Penalty: 3519.563232
	Iteration 32Q: 3 clusters Score -160804.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -160810.750000 Penalty: 3519.563232
	Iteration 33Q: 3 clusters Score -160810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -160819.906250 Penalty: 3519.563232
	Iteration 34Q: 3 clusters Score -160819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -160824.593750 Penalty: 3519.563232
	Iteration 35Q: 3 clusters Score -160824.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -160828.453125 Penalty: 3519.563232
	Iteration 36Q: 3 clusters Score -160828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -160833.250000 Penalty: 3519.563232
	Iteration 37Q: 3 clusters Score -160833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -160833.250000 Penalty: 3519.563232
	Iteration 38F: 3 clusters Score -160833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Entering Unmasked Estep 
Score: -2033695.625000 Penalty: 2377.795654
	Iteration 0F: 2 clusters Score -2033696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2023080.375000 Penalty: 4755.591309
	Iteration 0F: 3 clusters Score -2023080 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2026345.875000 Penalty: 4755.591309
	Iteration 1F: 3 clusters Score -2026346 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2026630.875000 Penalty: 4755.591309
	Iteration 2F: 3 clusters Score -2026631 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2026831.125000 Penalty: 4755.591309
	Iteration 3Q: 3 clusters Score -2026831 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2026979.000000 Penalty: 4755.591309
	Iteration 4Q: 3 clusters Score -2026979 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2027099.000000 Penalty: 4755.591309
	Iteration 5Q: 3 clusters Score -2027099 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2027194.875000 Penalty: 4755.591309
	Iteration 6Q: 3 clusters Score -2027195 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2027281.750000 Penalty: 4755.591309
	Iteration 7Q: 3 clusters Score -2027282 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2027366.125000 Penalty: 4755.591309
	Iteration 8Q: 3 clusters Score -2027366 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2027429.250000 Penalty: 4755.591309
	Iteration 9Q: 3 clusters Score -2027429 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2027492.625000 Penalty: 4755.591309
	Iteration 10Q: 3 clusters Score -2027493 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2027559.500000 Penalty: 4755.591309
	Iteration 11Q: 3 clusters Score -2027560 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2027632.750000 Penalty: 4755.591309
	Iteration 12Q: 3 clusters Score -2027633 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2027694.125000 Penalty: 4755.591309
	Iteration 13Q: 3 clusters Score -2027694 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2027788.250000 Penalty: 4755.591309
	Iteration 14Q: 3 clusters Score -2027788 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2027887.375000 Penalty: 4755.591309
	Iteration 15Q: 3 clusters Score -2027887 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2028009.750000 Penalty: 4755.591309
	Iteration 16Q: 3 clusters Score -2028010 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2028157.875000 Penalty: 4755.591309
	Iteration 17Q: 3 clusters Score -2028158 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2028369.125000 Penalty: 4755.591309
	Iteration 18Q: 3 clusters Score -2028369 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2028649.625000 Penalty: 4755.591309
	Iteration 19Q: 3 clusters Score -2028650 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2029061.625000 Penalty: 4755.591309
	Iteration 20F: 3 clusters Score -2029062 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2029528.875000 Penalty: 4755.591309
	Iteration 21Q: 3 clusters Score -2029529 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2029983.500000 Penalty: 4755.591309
	Iteration 22Q: 3 clusters Score -2029984 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2030356.875000 Penalty: 4755.591309
	Iteration 23Q: 3 clusters Score -2030357 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2030600.000000 Penalty: 4755.591309
	Iteration 24Q: 3 clusters Score -2030600 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2030755.750000 Penalty: 4755.591309
	Iteration 25Q: 3 clusters Score -2030756 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2030875.500000 Penalty: 4755.591309
	Iteration 26Q: 3 clusters Score -2030876 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2030980.375000 Penalty: 4755.591309
	Iteration 27Q: 3 clusters Score -2030980 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2031067.875000 Penalty: 4755.591309
	Iteration 28Q: 3 clusters Score -2031068 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2031150.875000 Penalty: 4755.591309
	Iteration 29Q: 3 clusters Score -2031151 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2031225.750000 Penalty: 4755.591309
	Iteration 30Q: 3 clusters Score -2031226 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2031279.375000 Penalty: 4755.591309
	Iteration 31Q: 3 clusters Score -2031279 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2031339.250000 Penalty: 4755.591309
	Iteration 32Q: 3 clusters Score -2031339 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2031383.000000 Penalty: 4755.591309
	Iteration 33Q: 3 clusters Score -2031383 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2031430.250000 Penalty: 4755.591309
	Iteration 34Q: 3 clusters Score -2031430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2031469.125000 Penalty: 4755.591309
	Iteration 35Q: 3 clusters Score -2031469 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2031497.125000 Penalty: 4755.591309
	Iteration 36Q: 3 clusters Score -2031497 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2031536.750000 Penalty: 4755.591309
	Iteration 37Q: 3 clusters Score -2031537 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2031550.750000 Penalty: 4755.591309
	Iteration 38Q: 3 clusters Score -2031551 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2031580.625000 Penalty: 4755.591309
	Iteration 39Q: 3 clusters Score -2031581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2031602.375000 Penalty: 4755.591309
	Iteration 40F: 3 clusters Score -2031602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2031624.000000 Penalty: 4755.591309
	Iteration 41Q: 3 clusters Score -2031624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2031640.000000 Penalty: 4755.591309
	Iteration 42Q: 3 clusters Score -2031640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2031644.500000 Penalty: 4755.591309
	Iteration 43Q: 3 clusters Score -2031644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2031660.750000 Penalty: 4755.591309
	Iteration 44Q: 3 clusters Score -2031661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2031669.625000 Penalty: 4755.591309
	Iteration 45Q: 3 clusters Score -2031670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2031681.000000 Penalty: 4755.591309
	Iteration 46Q: 3 clusters Score -2031681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2031688.375000 Penalty: 4755.591309
	Iteration 47Q: 3 clusters Score -2031688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2031694.375000 Penalty: 4755.591309
	Iteration 48Q: 3 clusters Score -2031694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2031700.250000 Penalty: 4755.591309
	Iteration 49Q: 3 clusters Score -2031700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2031701.500000 Penalty: 4755.591309
	Iteration 50Q: 3 clusters Score -2031702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2031709.500000 Penalty: 4755.591309
	Iteration 51Q: 3 clusters Score -2031710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2031715.875000 Penalty: 4755.591309
	Iteration 52Q: 3 clusters Score -2031716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2031722.500000 Penalty: 4755.591309
	Iteration 53Q: 3 clusters Score -2031722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2031722.125000 Penalty: 4755.591309
	Iteration 54Q: 3 clusters Score -2031722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2031730.375000 Penalty: 4755.591309
	Iteration 55Q: 3 clusters Score -2031730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2031733.000000 Penalty: 4755.591309
	Iteration 56Q: 3 clusters Score -2031733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2031740.000000 Penalty: 4755.591309
	Iteration 57Q: 3 clusters Score -2031740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2031744.250000 Penalty: 4755.591309
	Iteration 58Q: 3 clusters Score -2031744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2031742.125000 Penalty: 4755.591309
	Iteration 59Q: 3 clusters Score -2031742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2031745.750000 Penalty: 4755.591309
	Iteration 60F: 3 clusters Score -2031746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2031750.250000 Penalty: 4755.591309
	Iteration 61Q: 3 clusters Score -2031750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2031748.750000 Penalty: 4755.591309
	Iteration 62Q: 3 clusters Score -2031749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2031756.125000 Penalty: 4755.591309
	Iteration 63Q: 3 clusters Score -2031756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2031759.875000 Penalty: 4755.591309
	Iteration 64Q: 3 clusters Score -2031760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2031760.750000 Penalty: 4755.591309
	Iteration 65Q: 3 clusters Score -2031761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2031765.875000 Penalty: 4755.591309
	Iteration 66Q: 3 clusters Score -2031766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2031767.000000 Penalty: 4755.591309
	Iteration 67Q: 3 clusters Score -2031767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2031768.500000 Penalty: 4755.591309
	Iteration 68Q: 3 clusters Score -2031768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2031768.250000 Penalty: 4755.591309
	Iteration 69Q: 3 clusters Score -2031768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2031773.750000 Penalty: 4755.591309
	Iteration 70Q: 3 clusters Score -2031774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2031775.125000 Penalty: 4755.591309
	Iteration 71Q: 3 clusters Score -2031775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2031774.375000 Penalty: 4755.591309
	Iteration 72Q: 3 clusters Score -2031774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2031778.625000 Penalty: 4755.591309
	Iteration 73Q: 3 clusters Score -2031779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2031783.250000 Penalty: 4755.591309
	Iteration 74Q: 3 clusters Score -2031783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2031788.875000 Penalty: 4755.591309
	Iteration 75Q: 3 clusters Score -2031789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2031791.750000 Penalty: 4755.591309
	Iteration 76Q: 3 clusters Score -2031792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2031793.875000 Penalty: 4755.591309
	Iteration 77Q: 3 clusters Score -2031794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2031796.750000 Penalty: 4755.591309
	Iteration 78Q: 3 clusters Score -2031797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2031800.000000 Penalty: 4755.591309
	Iteration 79Q: 3 clusters Score -2031800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2031805.000000 Penalty: 4755.591309
	Iteration 80F: 3 clusters Score -2031805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2031811.375000 Penalty: 4755.591309
	Iteration 81Q: 3 clusters Score -2031811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2031812.875000 Penalty: 4755.591309
	Iteration 82Q: 3 clusters Score -2031813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2031814.375000 Penalty: 4755.591309
	Iteration 83Q: 3 clusters Score -2031814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2031820.500000 Penalty: 4755.591309
	Iteration 84Q: 3 clusters Score -2031820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2031823.750000 Penalty: 4755.591309
	Iteration 85Q: 3 clusters Score -2031824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2031826.500000 Penalty: 4755.591309
	Iteration 86Q: 3 clusters Score -2031826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2031825.875000 Penalty: 4755.591309
	Iteration 87Q: 3 clusters Score -2031826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2031826.875000 Penalty: 4755.591309
	Iteration 88Q: 3 clusters Score -2031827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2031830.375000 Penalty: 4755.591309
	Iteration 89Q: 3 clusters Score -2031830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2031827.750000 Penalty: 4755.591309
	Iteration 90Q: 3 clusters Score -2031828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2031828.250000 Penalty: 4755.591309
	Iteration 91Q: 3 clusters Score -2031828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2031830.000000 Penalty: 4755.591309
	Iteration 92Q: 3 clusters Score -2031830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2031829.125000 Penalty: 4755.591309
	Iteration 93Q: 3 clusters Score -2031829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2031829.625000 Penalty: 4755.591309
	Iteration 94Q: 3 clusters Score -2031830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2031831.125000 Penalty: 4755.591309
	Iteration 95Q: 3 clusters Score -2031831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2031831.125000 Penalty: 4755.591309
	Iteration 96Q: 3 clusters Score -2031831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2031831.125000 Penalty: 4755.591309
	Iteration 97F: 3 clusters Score -2031831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Entering Unmasked Estep 
Score: -421460.562500 Penalty: 2008.086304
	Iteration 0F: 2 clusters Score -421460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -418028.750000 Penalty: 4016.172607
	Iteration 0F: 3 clusters Score -418028.8 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -418768.875000 Penalty: 4016.172607
	Iteration 1F: 3 clusters Score -418768.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -418943.781250 Penalty: 4016.172607
	Iteration 2F: 3 clusters Score -418943.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -419036.625000 Penalty: 4016.172607
	Iteration 3Q: 3 clusters Score -419036.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -419089.406250 Penalty: 4016.172607
	Iteration 4Q: 3 clusters Score -419089.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -419136.968750 Penalty: 4016.172607
	Iteration 5Q: 3 clusters Score -419137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -419179.843750 Penalty: 4016.172607
	Iteration 6Q: 3 clusters Score -419179.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -419219.031250 Penalty: 4016.172607
	Iteration 7Q: 3 clusters Score -419219 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -419251.437500 Penalty: 4016.172607
	Iteration 8Q: 3 clusters Score -419251.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -419270.406250 Penalty: 4016.172607
	Iteration 9Q: 3 clusters Score -419270.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -419288.687500 Penalty: 4016.172607
	Iteration 10Q: 3 clusters Score -419288.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -419307.343750 Penalty: 4016.172607
	Iteration 11Q: 3 clusters Score -419307.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -419331.062500 Penalty: 4016.172607
	Iteration 12Q: 3 clusters Score -419331.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -419354.250000 Penalty: 4016.172607
	Iteration 13Q: 3 clusters Score -419354.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -419374.625000 Penalty: 4016.172607
	Iteration 14Q: 3 clusters Score -419374.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -419392.062500 Penalty: 4016.172607
	Iteration 15Q: 3 clusters Score -419392.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -419402.812500 Penalty: 4016.172607
	Iteration 16Q: 3 clusters Score -419402.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -419417.437500 Penalty: 4016.172607
	Iteration 17Q: 3 clusters Score -419417.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -419434.656250 Penalty: 4016.172607
	Iteration 18Q: 3 clusters Score -419434.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -419447.531250 Penalty: 4016.172607
	Iteration 19Q: 3 clusters Score -419447.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -419466.625000 Penalty: 4016.172607
	Iteration 20F: 3 clusters Score -419466.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -419490.468750 Penalty: 4016.172607
	Iteration 21Q: 3 clusters Score -419490.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -419505.500000 Penalty: 4016.172607
	Iteration 22Q: 3 clusters Score -419505.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -419520.468750 Penalty: 4016.172607
	Iteration 23Q: 3 clusters Score -419520.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -419535.437500 Penalty: 4016.172607
	Iteration 24Q: 3 clusters Score -419535.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -419550.281250 Penalty: 4016.172607
	Iteration 25Q: 3 clusters Score -419550.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -419559.750000 Penalty: 4016.172607
	Iteration 26Q: 3 clusters Score -419559.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -419576.687500 Penalty: 4016.172607
	Iteration 27Q: 3 clusters Score -419576.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -419599.218750 Penalty: 4016.172607
	Iteration 28Q: 3 clusters Score -419599.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -419615.687500 Penalty: 4016.172607
	Iteration 29Q: 3 clusters Score -419615.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -419635.187500 Penalty: 4016.172607
	Iteration 30Q: 3 clusters Score -419635.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -419650.312500 Penalty: 4016.172607
	Iteration 31Q: 3 clusters Score -419650.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -419659.625000 Penalty: 4016.172607
	Iteration 32Q: 3 clusters Score -419659.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -419670.343750 Penalty: 4016.172607
	Iteration 33Q: 3 clusters Score -419670.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -419676.156250 Penalty: 4016.172607
	Iteration 34Q: 3 clusters Score -419676.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -419686.156250 Penalty: 4016.172607
	Iteration 35Q: 3 clusters Score -419686.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -419691.687500 Penalty: 4016.172607
	Iteration 36Q: 3 clusters Score -419691.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -419699.718750 Penalty: 4016.172607
	Iteration 37Q: 3 clusters Score -419699.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -419706.343750 Penalty: 4016.172607
	Iteration 38Q: 3 clusters Score -419706.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -419711.187500 Penalty: 4016.172607
	Iteration 39Q: 3 clusters Score -419711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -419714.906250 Penalty: 4016.172607
	Iteration 40F: 3 clusters Score -419714.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -419718.343750 Penalty: 4016.172607
	Iteration 41Q: 3 clusters Score -419718.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -419721.906250 Penalty: 4016.172607
	Iteration 42Q: 3 clusters Score -419721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -419723.437500 Penalty: 4016.172607
	Iteration 43Q: 3 clusters Score -419723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -419724.531250 Penalty: 4016.172607
	Iteration 44Q: 3 clusters Score -419724.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -419724.468750 Penalty: 4016.172607
	Iteration 45Q: 3 clusters Score -419724.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -419726.875000 Penalty: 4016.172607
	Iteration 46Q: 3 clusters Score -419726.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -419730.656250 Penalty: 4016.172607
	Iteration 47Q: 3 clusters Score -419730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -419734.625000 Penalty: 4016.172607
	Iteration 48Q: 3 clusters Score -419734.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -419739.468750 Penalty: 4016.172607
	Iteration 49Q: 3 clusters Score -419739.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -419744.562500 Penalty: 4016.172607
	Iteration 50Q: 3 clusters Score -419744.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -419748.875000 Penalty: 4016.172607
	Iteration 51Q: 3 clusters Score -419748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -419750.531250 Penalty: 4016.172607
	Iteration 52Q: 3 clusters Score -419750.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -419751.531250 Penalty: 4016.172607
	Iteration 53Q: 3 clusters Score -419751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -419752.031250 Penalty: 4016.172607
	Iteration 54Q: 3 clusters Score -419752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -419753.062500 Penalty: 4016.172607
	Iteration 55Q: 3 clusters Score -419753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -419754.781250 Penalty: 4016.172607
	Iteration 56Q: 3 clusters Score -419754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -419754.593750 Penalty: 4016.172607
	Iteration 57Q: 3 clusters Score -419754.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -419755.812500 Penalty: 4016.172607
	Iteration 58Q: 3 clusters Score -419755.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -419756.843750 Penalty: 4016.172607
	Iteration 59Q: 3 clusters Score -419756.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -419756.843750 Penalty: 4016.172607
	Iteration 60F: 3 clusters Score -419756.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -12104.263672 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -12104.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11249.696289 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -11249.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11255.411133 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -11255.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11255.411133 Penalty: 2340.375244
	Iteration 2F: 3 clusters Score -11255.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (145972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145972 members 
Entering Unmasked Estep 
Score: -20163418.000000 Penalty: 2949.010254
	Iteration 0F: 2 clusters Score -2.016342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -20066560.000000 Penalty: 5898.020508
	Iteration 0F: 3 clusters Score -2.006656e+07 nChanged 69846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 69186 members 
Entering Unmasked Estep 
Score: -20106820.000000 Penalty: 5898.020508
	Iteration 1F: 3 clusters Score -2.010682e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -20107976.000000 Penalty: 5898.020508
	Iteration 2Q: 3 clusters Score -2.010798e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -20109744.000000 Penalty: 5898.020508
	Iteration 3Q: 3 clusters Score -2.010974e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88731 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -20112864.000000 Penalty: 5898.020508
	Iteration 4Q: 3 clusters Score -2.011286e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96780 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -20117990.000000 Penalty: 5898.020508
	Iteration 5F: 3 clusters Score -2.011799e+07 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107287 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -20126276.000000 Penalty: 5898.020508
	Iteration 6F: 3 clusters Score -2.012628e+07 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -20136684.000000 Penalty: 5898.020508
	Iteration 7F: 3 clusters Score -2.013668e+07 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128996 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -20146338.000000 Penalty: 5898.020508
	Iteration 8F: 3 clusters Score -2.014634e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136156 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -20153396.000000 Penalty: 5898.020508
	Iteration 9Q: 3 clusters Score -2.01534e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140711 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -20157358.000000 Penalty: 5898.020508
	Iteration 10Q: 3 clusters Score -2.015736e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143196 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -20159342.000000 Penalty: 5898.020508
	Iteration 11Q: 3 clusters Score -2.015934e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144406 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -20160118.000000 Penalty: 5898.020508
	Iteration 12Q: 3 clusters Score -2.016012e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144974 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -20160478.000000 Penalty: 5898.020508
	Iteration 13Q: 3 clusters Score -2.016048e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145226 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20160680.000000 Penalty: 5898.020508
	Iteration 14Q: 3 clusters Score -2.016068e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145357 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -20160794.000000 Penalty: 5898.020508
	Iteration 15Q: 3 clusters Score -2.016079e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145412 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -20160872.000000 Penalty: 5898.020508
	Iteration 16Q: 3 clusters Score -2.016087e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145446 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -20160926.000000 Penalty: 5898.020508
	Iteration 17Q: 3 clusters Score -2.016093e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145474 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -20160964.000000 Penalty: 5898.020508
	Iteration 18Q: 3 clusters Score -2.016096e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145485 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -20160994.000000 Penalty: 5898.020508
	Iteration 19Q: 3 clusters Score -2.016099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -20161008.000000 Penalty: 5898.020508
	Iteration 20F: 3 clusters Score -2.016101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145501 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -20161014.000000 Penalty: 5898.020508
	Iteration 21Q: 3 clusters Score -2.016101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145503 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20161026.000000 Penalty: 5898.020508
	Iteration 22Q: 3 clusters Score -2.016103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145507 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20161020.000000 Penalty: 5898.020508
	Iteration 23Q: 3 clusters Score -2.016102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145506 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -20161018.000000 Penalty: 5898.020508
	Iteration 24Q: 3 clusters Score -2.016102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145510 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20161012.000000 Penalty: 5898.020508
	Iteration 25Q: 3 clusters Score -2.016101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145513 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -20161020.000000 Penalty: 5898.020508
	Iteration 26Q: 3 clusters Score -2.016102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145516 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -20161018.000000 Penalty: 5898.020508
	Iteration 27Q: 3 clusters Score -2.016102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145515 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -20161010.000000 Penalty: 5898.020508
	Iteration 28Q: 3 clusters Score -2.016101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145516 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -20161012.000000 Penalty: 5898.020508
	Iteration 29Q: 3 clusters Score -2.016101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145518 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -20161022.000000 Penalty: 5898.020508
	Iteration 30Q: 3 clusters Score -2.016102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145518 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -20161032.000000 Penalty: 5898.020508
	Iteration 31Q: 3 clusters Score -2.016103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145517 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -20161026.000000 Penalty: 5898.020508
	Iteration 32Q: 3 clusters Score -2.016103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145517 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -20161030.000000 Penalty: 5898.020508
	Iteration 33Q: 3 clusters Score -2.016103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145518 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -20161024.000000 Penalty: 5898.020508
	Iteration 34Q: 3 clusters Score -2.016102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145522 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -20161024.000000 Penalty: 5898.020508
	Iteration 35Q: 3 clusters Score -2.016102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145521 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -20161032.000000 Penalty: 5898.020508
	Iteration 36Q: 3 clusters Score -2.016103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145522 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -20161024.000000 Penalty: 5898.020508
	Iteration 37Q: 3 clusters Score -2.016102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145522 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -20161038.000000 Penalty: 5898.020508
	Iteration 38Q: 3 clusters Score -2.016104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145522 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -20161038.000000 Penalty: 5898.020508
	Iteration 39F: 3 clusters Score -2.016104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Entering Unmasked Estep 
Score: -4625233.500000 Penalty: 2587.930420
	Iteration 0F: 2 clusters Score -4625234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -4602163.500000 Penalty: 5175.860840
	Iteration 0F: 3 clusters Score -4602164 nChanged 15400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -4610707.500000 Penalty: 5175.860840
	Iteration 1F: 3 clusters Score -4610708 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -4611437.500000 Penalty: 5175.860840
	Iteration 2F: 3 clusters Score -4611438 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -4612446.000000 Penalty: 5175.860840
	Iteration 3F: 3 clusters Score -4612446 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -4613895.000000 Penalty: 5175.860840
	Iteration 4F: 3 clusters Score -4613895 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -4615695.500000 Penalty: 5175.860840
	Iteration 5F: 3 clusters Score -4615696 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -4617878.000000 Penalty: 5175.860840
	Iteration 6F: 3 clusters Score -4617878 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -4619791.000000 Penalty: 5175.860840
	Iteration 7F: 3 clusters Score -4619791 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4621101.000000 Penalty: 5175.860840
	Iteration 8Q: 3 clusters Score -4621101 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4621951.000000 Penalty: 5175.860840
	Iteration 9Q: 3 clusters Score -4621951 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4622385.000000 Penalty: 5175.860840
	Iteration 10Q: 3 clusters Score -4622385 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4622649.500000 Penalty: 5175.860840
	Iteration 11Q: 3 clusters Score -4622650 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4622853.000000 Penalty: 5175.860840
	Iteration 12Q: 3 clusters Score -4622853 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4622949.500000 Penalty: 5175.860840
	Iteration 13Q: 3 clusters Score -4622950 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4623006.000000 Penalty: 5175.860840
	Iteration 14Q: 3 clusters Score -4623006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4623040.000000 Penalty: 5175.860840
	Iteration 15Q: 3 clusters Score -4623040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4623068.000000 Penalty: 5175.860840
	Iteration 16Q: 3 clusters Score -4623068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4623091.000000 Penalty: 5175.860840
	Iteration 17Q: 3 clusters Score -4623091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4623119.000000 Penalty: 5175.860840
	Iteration 18Q: 3 clusters Score -4623119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4623139.000000 Penalty: 5175.860840
	Iteration 19Q: 3 clusters Score -4623139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4623168.000000 Penalty: 5175.860840
	Iteration 20F: 3 clusters Score -4623168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4623189.000000 Penalty: 5175.860840
	Iteration 21Q: 3 clusters Score -4623189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4623213.000000 Penalty: 5175.860840
	Iteration 22Q: 3 clusters Score -4623213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4623216.000000 Penalty: 5175.860840
	Iteration 23Q: 3 clusters Score -4623216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4623221.500000 Penalty: 5175.860840
	Iteration 24Q: 3 clusters Score -4623222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4623224.000000 Penalty: 5175.860840
	Iteration 25Q: 3 clusters Score -4623224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4623232.000000 Penalty: 5175.860840
	Iteration 26Q: 3 clusters Score -4623232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4623230.000000 Penalty: 5175.860840
	Iteration 27Q: 3 clusters Score -4623230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4623228.500000 Penalty: 5175.860840
	Iteration 28Q: 3 clusters Score -4623228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4623226.500000 Penalty: 5175.860840
	Iteration 29Q: 3 clusters Score -4623226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4623229.000000 Penalty: 5175.860840
	Iteration 30Q: 3 clusters Score -4623229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4623228.500000 Penalty: 5175.860840
	Iteration 31Q: 3 clusters Score -4623228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4623227.500000 Penalty: 5175.860840
	Iteration 32Q: 3 clusters Score -4623228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4623227.500000 Penalty: 5175.860840
	Iteration 33F: 3 clusters Score -4623228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -33586.828125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -33586.83 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 164 members 
Entering Unmasked Estep 
Score: -32386.292969 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -32386.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32553.837891 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -32553.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32659.521484 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -32659.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32684.847656 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -32684.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32688.408203 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -32688.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32710.289062 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -32710.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32728.947266 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -32728.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32760.732422 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -32760.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32782.324219 Penalty: 2801.891357
	Iteration 8Q: 3 clusters Score -32782.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32809.675781 Penalty: 2801.891357
	Iteration 9Q: 3 clusters Score -32809.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32899.867188 Penalty: 2801.891357
	Iteration 10Q: 3 clusters Score -32899.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32923.070312 Penalty: 2801.891357
	Iteration 11Q: 3 clusters Score -32923.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32955.105469 Penalty: 2801.891357
	Iteration 12Q: 3 clusters Score -32955.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32974.925781 Penalty: 2801.891357
	Iteration 13Q: 3 clusters Score -32974.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32979.242188 Penalty: 2801.891357
	Iteration 14Q: 3 clusters Score -32979.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33009.339844 Penalty: 2801.891357
	Iteration 15Q: 3 clusters Score -33009.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33035.371094 Penalty: 2801.891357
	Iteration 16Q: 3 clusters Score -33035.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33085.152344 Penalty: 2801.891357
	Iteration 17Q: 3 clusters Score -33085.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33098.820312 Penalty: 2801.891357
	Iteration 18Q: 3 clusters Score -33098.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33105.125000 Penalty: 2801.891357
	Iteration 19Q: 3 clusters Score -33105.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33115.250000 Penalty: 2801.891357
	Iteration 20F: 3 clusters Score -33115.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33220.179688 Penalty: 2801.891357
	Iteration 21Q: 3 clusters Score -33220.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33265.101562 Penalty: 2801.891357
	Iteration 22Q: 3 clusters Score -33265.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33320.277344 Penalty: 2801.891357
	Iteration 23Q: 3 clusters Score -33320.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33353.105469 Penalty: 2801.891357
	Iteration 24Q: 3 clusters Score -33353.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33409.386719 Penalty: 2801.891357
	Iteration 25Q: 3 clusters Score -33409.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33650.945312 Penalty: 2801.891357
	Iteration 26Q: 3 clusters Score -33650.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33681.109375 Penalty: 2801.891357
	Iteration 27Q: 3 clusters Score -33681.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33685.070312 Penalty: 2801.891357
	Iteration 28F: 3 clusters Score -33685.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33708.222656 Penalty: 2801.891357
	Iteration 29Q: 3 clusters Score -33708.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33708.222656 Penalty: 2801.891357
	Iteration 30F: 3 clusters Score -33708.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156040 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49941 members 
Mstep: Class 4 contains 88863 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173319 members 
Mstep: Class 8 contains 101357 members 
Mstep: Class 9 contains 207951 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22175 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14587 members 
Mstep: Class 16 contains 3285 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145972 members 
Mstep: Class 19 contains 34037 members 
Mstep: Class 20 contains 79 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 205 members 
Entering Unmasked Estep 
Score: -137449840.000000 Penalty: 82313.867188
Splitting cluster 20 changes total score from -137451856.000000 to -137449840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -50654.781250 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -50654.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49203.285156 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -49203.29 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49363.941406 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -49363.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49426.707031 Penalty: 3004.165039
	Iteration 2Q: 3 clusters Score -49426.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49453.300781 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -49453.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49464.652344 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -49464.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49472.414062 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -49472.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49481.492188 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -49481.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49483.386719 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -49483.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49483.386719 Penalty: 3004.165039
	Iteration 8F: 3 clusters Score -49483.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -68452.445312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -68452.45 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 267 members 
Entering Unmasked Estep 
Score: -66881.898438 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -66881.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67036.046875 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -67036.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67103.515625 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -67103.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67127.875000 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -67127.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67146.335938 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -67146.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67158.226562 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -67158.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67163.148438 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -67163.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67167.085938 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -67167.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67168.734375 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -67168.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67170.804688 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -67170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67172.859375 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -67172.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67174.726562 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -67174.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67176.945312 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -67176.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67178.078125 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -67178.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67181.351562 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -67181.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67183.195312 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -67183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67184.468750 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -67184.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67186.421875 Penalty: 3129.719482
	Iteration 17Q: 3 clusters Score -67186.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67186.421875 Penalty: 3129.719482
	Iteration 18F: 3 clusters Score -67186.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -146967.906250 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -146967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -144919.609375 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -144919.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145225.750000 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -145225.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -145320.656250 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -145320.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -145373.625000 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -145373.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145398.343750 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -145398.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145417.078125 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -145417.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -145426.546875 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -145426.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -145434.109375 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -145434.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -145444.234375 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -145444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145446.703125 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -145446.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145447.156250 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -145447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145450.968750 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -145451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145453.031250 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -145453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145453.953125 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -145454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -145458.500000 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -145458.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -145460.781250 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -145460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -145461.234375 Penalty: 3476.666748
	Iteration 16Q: 3 clusters Score -145461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -145461.234375 Penalty: 3476.666748
	Iteration 17F: 3 clusters Score -145461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156040 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49941 members 
Mstep: Class 4 contains 88863 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173319 members 
Mstep: Class 8 contains 101357 members 
Mstep: Class 9 contains 207951 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22175 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14587 members 
Mstep: Class 16 contains 3285 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 145972 members 
Mstep: Class 19 contains 34037 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451760.000000 Penalty: 78884.125000
Iteration 359Q: 24 clusters Score -1.374518e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156057 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49931 members 
Mstep: Class 4 contains 88869 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173261 members 
Mstep: Class 8 contains 101353 members 
Mstep: Class 9 contains 207978 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 22177 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14574 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146008 members 
Mstep: Class 19 contains 34032 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451680.000000 Penalty: 78884.125000
Iteration 360F: 24 clusters Score -1.374517e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156063 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49911 members 
Mstep: Class 4 contains 88876 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173197 members 
Mstep: Class 8 contains 101371 members 
Mstep: Class 9 contains 208000 members 
Mstep: Class 10 contains 3327 members 
Mstep: Class 11 contains 22173 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6695 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14569 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146055 members 
Mstep: Class 19 contains 34027 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451456.000000 Penalty: 78884.125000
Iteration 361Q: 24 clusters Score -1.374515e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156060 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49901 members 
Mstep: Class 4 contains 88883 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173132 members 
Mstep: Class 8 contains 101385 members 
Mstep: Class 9 contains 208012 members 
Mstep: Class 10 contains 3327 members 
Mstep: Class 11 contains 22188 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14564 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146086 members 
Mstep: Class 19 contains 34030 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451584.000000 Penalty: 78884.125000
Iteration 362Q: 24 clusters Score -1.374516e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156099 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49883 members 
Mstep: Class 4 contains 88896 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173091 members 
Mstep: Class 8 contains 101393 members 
Mstep: Class 9 contains 207977 members 
Mstep: Class 10 contains 3327 members 
Mstep: Class 11 contains 22194 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6696 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14559 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146120 members 
Mstep: Class 19 contains 34031 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451376.000000 Penalty: 78884.125000
Iteration 363Q: 24 clusters Score -1.374514e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49861 members 
Mstep: Class 4 contains 88897 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 173062 members 
Mstep: Class 8 contains 101404 members 
Mstep: Class 9 contains 207954 members 
Mstep: Class 10 contains 3327 members 
Mstep: Class 11 contains 22204 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6699 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14554 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146144 members 
Mstep: Class 19 contains 34032 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451248.000000 Penalty: 78884.125000
Iteration 364Q: 24 clusters Score -1.374512e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156140 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49849 members 
Mstep: Class 4 contains 88913 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 172980 members 
Mstep: Class 8 contains 101434 members 
Mstep: Class 9 contains 207943 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 22213 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14552 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146189 members 
Mstep: Class 19 contains 34027 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451232.000000 Penalty: 78884.125000
Iteration 365Q: 24 clusters Score -1.374512e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156155 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49834 members 
Mstep: Class 4 contains 88927 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 172887 members 
Mstep: Class 8 contains 101463 members 
Mstep: Class 9 contains 207946 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 22222 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6696 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14546 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146236 members 
Mstep: Class 19 contains 34026 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451376.000000 Penalty: 78884.125000
Iteration 366Q: 24 clusters Score -1.374514e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156200 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49825 members 
Mstep: Class 4 contains 88958 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 172748 members 
Mstep: Class 8 contains 101470 members 
Mstep: Class 9 contains 207971 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 22218 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14549 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146281 members 
Mstep: Class 19 contains 34021 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451328.000000 Penalty: 78884.125000
Iteration 367Q: 24 clusters Score -1.374513e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156258 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49817 members 
Mstep: Class 4 contains 88987 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 172607 members 
Mstep: Class 8 contains 101473 members 
Mstep: Class 9 contains 207987 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14544 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146330 members 
Mstep: Class 19 contains 34024 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451184.000000 Penalty: 78884.125000
Iteration 368Q: 24 clusters Score -1.374512e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156302 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49812 members 
Mstep: Class 4 contains 89009 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 172446 members 
Mstep: Class 8 contains 101495 members 
Mstep: Class 9 contains 207984 members 
Mstep: Class 10 contains 3330 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6706 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14545 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146405 members 
Mstep: Class 19 contains 34023 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451184.000000 Penalty: 78884.125000
Iteration 369Q: 24 clusters Score -1.374512e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156354 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49814 members 
Mstep: Class 4 contains 89037 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 172293 members 
Mstep: Class 8 contains 101520 members 
Mstep: Class 9 contains 207990 members 
Mstep: Class 10 contains 3331 members 
Mstep: Class 11 contains 22200 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6705 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14549 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146460 members 
Mstep: Class 19 contains 34022 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450944.000000 Penalty: 78884.125000
Iteration 370Q: 24 clusters Score -1.374509e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156406 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49813 members 
Mstep: Class 4 contains 89054 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 172178 members 
Mstep: Class 8 contains 101556 members 
Mstep: Class 9 contains 207987 members 
Mstep: Class 10 contains 3332 members 
Mstep: Class 11 contains 22201 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6705 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14540 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146485 members 
Mstep: Class 19 contains 34017 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450816.000000 Penalty: 78884.125000
Iteration 371Q: 24 clusters Score -1.374508e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156455 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49806 members 
Mstep: Class 4 contains 89076 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 172046 members 
Mstep: Class 8 contains 101598 members 
Mstep: Class 9 contains 208001 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 22206 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14527 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146499 members 
Mstep: Class 19 contains 34018 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450816.000000 Penalty: 78884.125000
Iteration 372Q: 24 clusters Score -1.374508e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156492 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49808 members 
Mstep: Class 4 contains 89109 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 171919 members 
Mstep: Class 8 contains 101621 members 
Mstep: Class 9 contains 208013 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22200 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6709 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14513 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146538 members 
Mstep: Class 19 contains 34016 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450928.000000 Penalty: 78884.125000
Iteration 373Q: 24 clusters Score -1.374509e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156527 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49803 members 
Mstep: Class 4 contains 89130 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 171823 members 
Mstep: Class 8 contains 101641 members 
Mstep: Class 9 contains 208028 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22198 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14501 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146555 members 
Mstep: Class 19 contains 34021 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450800.000000 Penalty: 78884.125000
Iteration 374Q: 24 clusters Score -1.374508e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156566 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49786 members 
Mstep: Class 4 contains 89147 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 171721 members 
Mstep: Class 8 contains 101663 members 
Mstep: Class 9 contains 208042 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 22192 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146595 members 
Mstep: Class 19 contains 34023 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450464.000000 Penalty: 78884.125000
Iteration 375Q: 24 clusters Score -1.374505e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49779 members 
Mstep: Class 4 contains 89166 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 171583 members 
Mstep: Class 8 contains 101700 members 
Mstep: Class 9 contains 208027 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 22191 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6715 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14486 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146667 members 
Mstep: Class 19 contains 34022 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450400.000000 Penalty: 78884.125000
Iteration 376Q: 24 clusters Score -1.374504e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49773 members 
Mstep: Class 4 contains 89189 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 171440 members 
Mstep: Class 8 contains 101726 members 
Mstep: Class 9 contains 208036 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 22195 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14480 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146717 members 
Mstep: Class 19 contains 34025 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450416.000000 Penalty: 78884.125000
Iteration 377Q: 24 clusters Score -1.374504e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156692 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49764 members 
Mstep: Class 4 contains 89201 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 171292 members 
Mstep: Class 8 contains 101768 members 
Mstep: Class 9 contains 208036 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 22191 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14473 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146775 members 
Mstep: Class 19 contains 34027 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450352.000000 Penalty: 78884.125000
Iteration 378Q: 24 clusters Score -1.374504e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156751 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49754 members 
Mstep: Class 4 contains 89232 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 171187 members 
Mstep: Class 8 contains 101807 members 
Mstep: Class 9 contains 207987 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 22183 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6716 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14469 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146824 members 
Mstep: Class 19 contains 34028 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450352.000000 Penalty: 78884.125000
Iteration 379Q: 24 clusters Score -1.374504e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156812 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49760 members 
Mstep: Class 4 contains 89262 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 171094 members 
Mstep: Class 8 contains 101833 members 
Mstep: Class 9 contains 207920 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 22176 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146880 members 
Mstep: Class 19 contains 34030 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450208.000000 Penalty: 78884.125000
Iteration 380F: 24 clusters Score -1.374502e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156859 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49769 members 
Mstep: Class 4 contains 89289 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170996 members 
Mstep: Class 8 contains 101883 members 
Mstep: Class 9 contains 207852 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 22174 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6713 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146921 members 
Mstep: Class 19 contains 34026 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450192.000000 Penalty: 78884.125000
Iteration 381Q: 24 clusters Score -1.374502e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156924 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49777 members 
Mstep: Class 4 contains 89313 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170892 members 
Mstep: Class 8 contains 101918 members 
Mstep: Class 9 contains 207806 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22173 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14456 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146952 members 
Mstep: Class 19 contains 34025 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450080.000000 Penalty: 78884.125000
Iteration 382Q: 24 clusters Score -1.374501e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156990 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49780 members 
Mstep: Class 4 contains 89320 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170796 members 
Mstep: Class 8 contains 101938 members 
Mstep: Class 9 contains 207763 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22170 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14455 members 
Mstep: Class 16 contains 3269 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 146994 members 
Mstep: Class 19 contains 34027 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449920.000000 Penalty: 78884.125000
Iteration 383Q: 24 clusters Score -1.374499e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157063 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49776 members 
Mstep: Class 4 contains 89331 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170707 members 
Mstep: Class 8 contains 101958 members 
Mstep: Class 9 contains 207705 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22170 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14451 members 
Mstep: Class 16 contains 3266 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147046 members 
Mstep: Class 19 contains 34032 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449728.000000 Penalty: 78884.125000
Iteration 384Q: 24 clusters Score -1.374497e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49763 members 
Mstep: Class 4 contains 89339 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170629 members 
Mstep: Class 8 contains 102001 members 
Mstep: Class 9 contains 207661 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22166 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6703 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14446 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147095 members 
Mstep: Class 19 contains 34037 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449824.000000 Penalty: 78884.125000
Iteration 385Q: 24 clusters Score -1.374498e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157144 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49753 members 
Mstep: Class 4 contains 89361 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170536 members 
Mstep: Class 8 contains 102030 members 
Mstep: Class 9 contains 207632 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22154 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14442 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147156 members 
Mstep: Class 19 contains 34041 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449744.000000 Penalty: 78884.125000
Iteration 386Q: 24 clusters Score -1.374497e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157186 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49756 members 
Mstep: Class 4 contains 89378 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170432 members 
Mstep: Class 8 contains 102067 members 
Mstep: Class 9 contains 207618 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22150 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14437 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147178 members 
Mstep: Class 19 contains 34050 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449792.000000 Penalty: 78884.125000
Iteration 387Q: 24 clusters Score -1.374498e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157215 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49760 members 
Mstep: Class 4 contains 89399 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170328 members 
Mstep: Class 8 contains 102102 members 
Mstep: Class 9 contains 207608 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22148 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6697 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14436 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147203 members 
Mstep: Class 19 contains 34056 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449904.000000 Penalty: 78884.125000
Iteration 388Q: 24 clusters Score -1.374499e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157243 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49756 members 
Mstep: Class 4 contains 89421 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170239 members 
Mstep: Class 8 contains 102141 members 
Mstep: Class 9 contains 207562 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22143 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14439 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147251 members 
Mstep: Class 19 contains 34059 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449920.000000 Penalty: 78884.125000
Iteration 389Q: 24 clusters Score -1.374499e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157260 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49756 members 
Mstep: Class 4 contains 89449 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170157 members 
Mstep: Class 8 contains 102172 members 
Mstep: Class 9 contains 207517 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22150 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14440 members 
Mstep: Class 16 contains 3253 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147290 members 
Mstep: Class 19 contains 34065 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449744.000000 Penalty: 78884.125000
Iteration 390Q: 24 clusters Score -1.374497e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157286 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49754 members 
Mstep: Class 4 contains 89462 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170084 members 
Mstep: Class 8 contains 102201 members 
Mstep: Class 9 contains 207473 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22147 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6703 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14443 members 
Mstep: Class 16 contains 3247 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147345 members 
Mstep: Class 19 contains 34066 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449664.000000 Penalty: 78884.125000
Iteration 391Q: 24 clusters Score -1.374497e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157307 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49753 members 
Mstep: Class 4 contains 89497 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170017 members 
Mstep: Class 8 contains 102237 members 
Mstep: Class 9 contains 207445 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22146 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6703 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14447 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147356 members 
Mstep: Class 19 contains 34058 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449744.000000 Penalty: 78884.125000
Iteration 392Q: 24 clusters Score -1.374497e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157353 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49757 members 
Mstep: Class 4 contains 89537 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169935 members 
Mstep: Class 8 contains 102250 members 
Mstep: Class 9 contains 207417 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22144 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6704 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14452 members 
Mstep: Class 16 contains 3244 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147365 members 
Mstep: Class 19 contains 34053 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449520.000000 Penalty: 78884.125000
Iteration 393Q: 24 clusters Score -1.374495e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157354 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49759 members 
Mstep: Class 4 contains 89574 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169872 members 
Mstep: Class 8 contains 102271 members 
Mstep: Class 9 contains 207388 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22145 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6705 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14458 members 
Mstep: Class 16 contains 3243 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147390 members 
Mstep: Class 19 contains 34052 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449600.000000 Penalty: 78884.125000
Iteration 394Q: 24 clusters Score -1.374496e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157363 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49767 members 
Mstep: Class 4 contains 89613 members 
Mstep: Class 5 contains 1121 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169804 members 
Mstep: Class 8 contains 102295 members 
Mstep: Class 9 contains 207344 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22146 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147418 members 
Mstep: Class 19 contains 34053 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449680.000000 Penalty: 78884.125000
Iteration 395Q: 24 clusters Score -1.374497e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157382 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49766 members 
Mstep: Class 4 contains 89654 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169738 members 
Mstep: Class 8 contains 102318 members 
Mstep: Class 9 contains 207292 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22142 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14458 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147455 members 
Mstep: Class 19 contains 34057 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449600.000000 Penalty: 78884.125000
Iteration 396Q: 24 clusters Score -1.374496e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157402 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49765 members 
Mstep: Class 4 contains 89691 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169681 members 
Mstep: Class 8 contains 102339 members 
Mstep: Class 9 contains 207263 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 22136 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6709 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14462 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147463 members 
Mstep: Class 19 contains 34058 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449552.000000 Penalty: 78884.125000
Iteration 397Q: 24 clusters Score -1.374496e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157448 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49772 members 
Mstep: Class 4 contains 89704 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169619 members 
Mstep: Class 8 contains 102363 members 
Mstep: Class 9 contains 207215 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 22127 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14469 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147485 members 
Mstep: Class 19 contains 34055 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449600.000000 Penalty: 78884.125000
Iteration 398Q: 24 clusters Score -1.374496e+08 nChanged 615
Entering ConstructFrom: 
Score: -137449600.000000 Penalty: 78884.125000
Entering ConstructFrom: 
Trying to split cluster 1 (157481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157481 members 
Entering Unmasked Estep 
Score: -21742118.000000 Penalty: 2967.830811
	Iteration 0F: 2 clusters Score -2.174212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78638 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -21639142.000000 Penalty: 5935.661621
	Iteration 0F: 3 clusters Score -2.163914e+07 nChanged 75427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -21682804.000000 Penalty: 5935.661621
	Iteration 1F: 3 clusters Score -2.16828e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 80600 members 
Entering Unmasked Estep 
Score: -21684198.000000 Penalty: 5935.661621
	Iteration 2Q: 3 clusters Score -2.16842e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -21685564.000000 Penalty: 5935.661621
	Iteration 3Q: 3 clusters Score -2.168556e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -21687500.000000 Penalty: 5935.661621
	Iteration 4Q: 3 clusters Score -2.16875e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -21690008.000000 Penalty: 5935.661621
	Iteration 5Q: 3 clusters Score -2.169001e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 88440 members 
Entering Unmasked Estep 
Score: -21693384.000000 Penalty: 5935.661621
	Iteration 6Q: 3 clusters Score -2.169338e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 92081 members 
Entering Unmasked Estep 
Score: -21698172.000000 Penalty: 5935.661621
	Iteration 7F: 3 clusters Score -2.169817e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -21704388.000000 Penalty: 5935.661621
	Iteration 8F: 3 clusters Score -2.170439e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -21711258.000000 Penalty: 5935.661621
	Iteration 9F: 3 clusters Score -2.171126e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 104083 members 
Entering Unmasked Estep 
Score: -21717444.000000 Penalty: 5935.661621
	Iteration 10F: 3 clusters Score -2.171744e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -21721594.000000 Penalty: 5935.661621
	Iteration 11Q: 3 clusters Score -2.172159e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 109094 members 
Entering Unmasked Estep 
Score: -21723448.000000 Penalty: 5935.661621
	Iteration 12Q: 3 clusters Score -2.172345e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 111095 members 
Entering Unmasked Estep 
Score: -21724366.000000 Penalty: 5935.661621
	Iteration 13Q: 3 clusters Score -2.172437e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 113048 members 
Entering Unmasked Estep 
Score: -21724898.000000 Penalty: 5935.661621
	Iteration 14Q: 3 clusters Score -2.17249e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 115115 members 
Entering Unmasked Estep 
Score: -21725422.000000 Penalty: 5935.661621
	Iteration 15Q: 3 clusters Score -2.172542e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -21725944.000000 Penalty: 5935.661621
	Iteration 16Q: 3 clusters Score -2.172594e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 119625 members 
Entering Unmasked Estep 
Score: -21726570.000000 Penalty: 5935.661621
	Iteration 17Q: 3 clusters Score -2.172657e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 122161 members 
Entering Unmasked Estep 
Score: -21727232.000000 Penalty: 5935.661621
	Iteration 18Q: 3 clusters Score -2.172723e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 124819 members 
Entering Unmasked Estep 
Score: -21727990.000000 Penalty: 5935.661621
	Iteration 19Q: 3 clusters Score -2.172799e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -21728964.000000 Penalty: 5935.661621
	Iteration 20F: 3 clusters Score -2.172896e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 130521 members 
Entering Unmasked Estep 
Score: -21730172.000000 Penalty: 5935.661621
	Iteration 21Q: 3 clusters Score -2.173017e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 133365 members 
Entering Unmasked Estep 
Score: -21731416.000000 Penalty: 5935.661621
	Iteration 22Q: 3 clusters Score -2.173142e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 136122 members 
Entering Unmasked Estep 
Score: -21732734.000000 Penalty: 5935.661621
	Iteration 23Q: 3 clusters Score -2.173273e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 138765 members 
Entering Unmasked Estep 
Score: -21733812.000000 Penalty: 5935.661621
	Iteration 24Q: 3 clusters Score -2.173381e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 141154 members 
Entering Unmasked Estep 
Score: -21734878.000000 Penalty: 5935.661621
	Iteration 25Q: 3 clusters Score -2.173488e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 143307 members 
Entering Unmasked Estep 
Score: -21735790.000000 Penalty: 5935.661621
	Iteration 26Q: 3 clusters Score -2.173579e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 145328 members 
Entering Unmasked Estep 
Score: -21736502.000000 Penalty: 5935.661621
	Iteration 27Q: 3 clusters Score -2.17365e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 147106 members 
Entering Unmasked Estep 
Score: -21737214.000000 Penalty: 5935.661621
	Iteration 28Q: 3 clusters Score -2.173721e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 148538 members 
Entering Unmasked Estep 
Score: -21737654.000000 Penalty: 5935.661621
	Iteration 29Q: 3 clusters Score -2.173765e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 149792 members 
Entering Unmasked Estep 
Score: -21738044.000000 Penalty: 5935.661621
	Iteration 30Q: 3 clusters Score -2.173804e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 150820 members 
Entering Unmasked Estep 
Score: -21738326.000000 Penalty: 5935.661621
	Iteration 31Q: 3 clusters Score -2.173833e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 151693 members 
Entering Unmasked Estep 
Score: -21738602.000000 Penalty: 5935.661621
	Iteration 32Q: 3 clusters Score -2.17386e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 152405 members 
Entering Unmasked Estep 
Score: -21738844.000000 Penalty: 5935.661621
	Iteration 33Q: 3 clusters Score -2.173884e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 153003 members 
Entering Unmasked Estep 
Score: -21738966.000000 Penalty: 5935.661621
	Iteration 34Q: 3 clusters Score -2.173897e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -21739158.000000 Penalty: 5935.661621
	Iteration 35Q: 3 clusters Score -2.173916e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 153955 members 
Entering Unmasked Estep 
Score: -21739268.000000 Penalty: 5935.661621
	Iteration 36Q: 3 clusters Score -2.173927e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 154304 members 
Entering Unmasked Estep 
Score: -21739334.000000 Penalty: 5935.661621
	Iteration 37Q: 3 clusters Score -2.173933e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 154595 members 
Entering Unmasked Estep 
Score: -21739438.000000 Penalty: 5935.661621
	Iteration 38Q: 3 clusters Score -2.173944e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -21739504.000000 Penalty: 5935.661621
	Iteration 39Q: 3 clusters Score -2.17395e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 155020 members 
Entering Unmasked Estep 
Score: -21739516.000000 Penalty: 5935.661621
	Iteration 40F: 3 clusters Score -2.173952e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -21739546.000000 Penalty: 5935.661621
	Iteration 41Q: 3 clusters Score -2.173955e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 155274 members 
Entering Unmasked Estep 
Score: -21739604.000000 Penalty: 5935.661621
	Iteration 42Q: 3 clusters Score -2.17396e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 155386 members 
Entering Unmasked Estep 
Score: -21739610.000000 Penalty: 5935.661621
	Iteration 43Q: 3 clusters Score -2.173961e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 155471 members 
Entering Unmasked Estep 
Score: -21739664.000000 Penalty: 5935.661621
	Iteration 44Q: 3 clusters Score -2.173966e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 155541 members 
Entering Unmasked Estep 
Score: -21739706.000000 Penalty: 5935.661621
	Iteration 45Q: 3 clusters Score -2.173971e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 155595 members 
Entering Unmasked Estep 
Score: -21739716.000000 Penalty: 5935.661621
	Iteration 46Q: 3 clusters Score -2.173972e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 155644 members 
Entering Unmasked Estep 
Score: -21739728.000000 Penalty: 5935.661621
	Iteration 47Q: 3 clusters Score -2.173973e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 155684 members 
Entering Unmasked Estep 
Score: -21739764.000000 Penalty: 5935.661621
	Iteration 48Q: 3 clusters Score -2.173976e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 155717 members 
Entering Unmasked Estep 
Score: -21739750.000000 Penalty: 5935.661621
	Iteration 49Q: 3 clusters Score -2.173975e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 155744 members 
Entering Unmasked Estep 
Score: -21739748.000000 Penalty: 5935.661621
	Iteration 50Q: 3 clusters Score -2.173975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 155768 members 
Entering Unmasked Estep 
Score: -21739772.000000 Penalty: 5935.661621
	Iteration 51Q: 3 clusters Score -2.173977e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 155793 members 
Entering Unmasked Estep 
Score: -21739766.000000 Penalty: 5935.661621
	Iteration 52Q: 3 clusters Score -2.173977e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 155815 members 
Entering Unmasked Estep 
Score: -21739790.000000 Penalty: 5935.661621
	Iteration 53Q: 3 clusters Score -2.173979e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 155836 members 
Entering Unmasked Estep 
Score: -21739782.000000 Penalty: 5935.661621
	Iteration 54Q: 3 clusters Score -2.173978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 155849 members 
Entering Unmasked Estep 
Score: -21739774.000000 Penalty: 5935.661621
	Iteration 55Q: 3 clusters Score -2.173977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 155860 members 
Entering Unmasked Estep 
Score: -21739820.000000 Penalty: 5935.661621
	Iteration 56Q: 3 clusters Score -2.173982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 155873 members 
Entering Unmasked Estep 
Score: -21739832.000000 Penalty: 5935.661621
	Iteration 57Q: 3 clusters Score -2.173983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 155889 members 
Entering Unmasked Estep 
Score: -21739828.000000 Penalty: 5935.661621
	Iteration 58Q: 3 clusters Score -2.173983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 155902 members 
Entering Unmasked Estep 
Score: -21739816.000000 Penalty: 5935.661621
	Iteration 59Q: 3 clusters Score -2.173982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 155916 members 
Entering Unmasked Estep 
Score: -21739810.000000 Penalty: 5935.661621
	Iteration 60F: 3 clusters Score -2.173981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 155926 members 
Entering Unmasked Estep 
Score: -21739834.000000 Penalty: 5935.661621
	Iteration 61Q: 3 clusters Score -2.173983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 155930 members 
Entering Unmasked Estep 
Score: -21739830.000000 Penalty: 5935.661621
	Iteration 62Q: 3 clusters Score -2.173983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 155930 members 
Entering Unmasked Estep 
Score: -21739848.000000 Penalty: 5935.661621
	Iteration 63Q: 3 clusters Score -2.173985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 155939 members 
Entering Unmasked Estep 
Score: -21739838.000000 Penalty: 5935.661621
	Iteration 64Q: 3 clusters Score -2.173984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 155950 members 
Entering Unmasked Estep 
Score: -21739848.000000 Penalty: 5935.661621
	Iteration 65Q: 3 clusters Score -2.173985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 155955 members 
Entering Unmasked Estep 
Score: -21739860.000000 Penalty: 5935.661621
	Iteration 66Q: 3 clusters Score -2.173986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 155956 members 
Entering Unmasked Estep 
Score: -21739850.000000 Penalty: 5935.661621
	Iteration 67Q: 3 clusters Score -2.173985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 155958 members 
Entering Unmasked Estep 
Score: -21739862.000000 Penalty: 5935.661621
	Iteration 68Q: 3 clusters Score -2.173986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 155959 members 
Entering Unmasked Estep 
Score: -21739874.000000 Penalty: 5935.661621
	Iteration 69Q: 3 clusters Score -2.173987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 155961 members 
Entering Unmasked Estep 
Score: -21739876.000000 Penalty: 5935.661621
	Iteration 70Q: 3 clusters Score -2.173988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 155961 members 
Entering Unmasked Estep 
Score: -21739876.000000 Penalty: 5935.661621
	Iteration 71F: 3 clusters Score -2.173988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44493.824219 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -44493.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43099.835938 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -43099.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43217.484375 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -43217.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43271.253906 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -43271.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43283.714844 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -43283.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43300.218750 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -43300.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43301.585938 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -43301.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43301.585938 Penalty: 2913.965820
	Iteration 6F: 3 clusters Score -43301.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Entering Unmasked Estep 
Score: -6698923.500000 Penalty: 2682.216309
	Iteration 0F: 2 clusters Score -6698924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -6665463.500000 Penalty: 5364.432617
	Iteration 0F: 3 clusters Score -6665464 nChanged 22886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -6677988.500000 Penalty: 5364.432617
	Iteration 1F: 3 clusters Score -6677988 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -6678497.000000 Penalty: 5364.432617
	Iteration 2Q: 3 clusters Score -6678497 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -6678983.500000 Penalty: 5364.432617
	Iteration 3Q: 3 clusters Score -6678984 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -6679451.000000 Penalty: 5364.432617
	Iteration 4Q: 3 clusters Score -6679451 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -6680029.500000 Penalty: 5364.432617
	Iteration 5Q: 3 clusters Score -6680030 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -6680848.500000 Penalty: 5364.432617
	Iteration 6Q: 3 clusters Score -6680848 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -6682021.000000 Penalty: 5364.432617
	Iteration 7Q: 3 clusters Score -6682021 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -6683842.500000 Penalty: 5364.432617
	Iteration 8F: 3 clusters Score -6683842 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -6686424.500000 Penalty: 5364.432617
	Iteration 9F: 3 clusters Score -6686424 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -6689382.500000 Penalty: 5364.432617
	Iteration 10F: 3 clusters Score -6689382 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -6692207.500000 Penalty: 5364.432617
	Iteration 11F: 3 clusters Score -6692208 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6694307.000000 Penalty: 5364.432617
	Iteration 12Q: 3 clusters Score -6694307 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6695490.000000 Penalty: 5364.432617
	Iteration 13Q: 3 clusters Score -6695490 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6696040.500000 Penalty: 5364.432617
	Iteration 14Q: 3 clusters Score -6696040 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6696306.000000 Penalty: 5364.432617
	Iteration 15Q: 3 clusters Score -6696306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6696407.000000 Penalty: 5364.432617
	Iteration 16Q: 3 clusters Score -6696407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6696456.000000 Penalty: 5364.432617
	Iteration 17Q: 3 clusters Score -6696456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6696487.000000 Penalty: 5364.432617
	Iteration 18Q: 3 clusters Score -6696487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6696502.500000 Penalty: 5364.432617
	Iteration 19Q: 3 clusters Score -6696502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6696519.500000 Penalty: 5364.432617
	Iteration 20F: 3 clusters Score -6696520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6696522.500000 Penalty: 5364.432617
	Iteration 21Q: 3 clusters Score -6696522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6696531.000000 Penalty: 5364.432617
	Iteration 22Q: 3 clusters Score -6696531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6696533.000000 Penalty: 5364.432617
	Iteration 23Q: 3 clusters Score -6696533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6696534.500000 Penalty: 5364.432617
	Iteration 24Q: 3 clusters Score -6696534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6696538.500000 Penalty: 5364.432617
	Iteration 25Q: 3 clusters Score -6696538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6696539.000000 Penalty: 5364.432617
	Iteration 26Q: 3 clusters Score -6696539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6696545.000000 Penalty: 5364.432617
	Iteration 27Q: 3 clusters Score -6696545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6696546.000000 Penalty: 5364.432617
	Iteration 28Q: 3 clusters Score -6696546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6696542.000000 Penalty: 5364.432617
	Iteration 29Q: 3 clusters Score -6696542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6696545.500000 Penalty: 5364.432617
	Iteration 30Q: 3 clusters Score -6696546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6696546.000000 Penalty: 5364.432617
	Iteration 31Q: 3 clusters Score -6696546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6696551.000000 Penalty: 5364.432617
	Iteration 32Q: 3 clusters Score -6696551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6696551.000000 Penalty: 5364.432617
	Iteration 33F: 3 clusters Score -6696551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (89721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Entering Unmasked Estep 
Score: -12487711.000000 Penalty: 2828.306152
	Iteration 0F: 2 clusters Score -1.248771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -12427774.000000 Penalty: 5656.612305
	Iteration 0F: 3 clusters Score -1.242777e+07 nChanged 42138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -12451867.000000 Penalty: 5656.612305
	Iteration 1F: 3 clusters Score -1.245187e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -12452750.000000 Penalty: 5656.612305
	Iteration 2Q: 3 clusters Score -1.245275e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -12453719.000000 Penalty: 5656.612305
	Iteration 3Q: 3 clusters Score -1.245372e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -12455238.000000 Penalty: 5656.612305
	Iteration 4Q: 3 clusters Score -1.245524e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -12457200.000000 Penalty: 5656.612305
	Iteration 5Q: 3 clusters Score -1.24572e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -12460330.000000 Penalty: 5656.612305
	Iteration 6F: 3 clusters Score -1.246033e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -12464980.000000 Penalty: 5656.612305
	Iteration 7F: 3 clusters Score -1.246498e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -12471046.000000 Penalty: 5656.612305
	Iteration 8F: 3 clusters Score -1.247105e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -12477390.000000 Penalty: 5656.612305
	Iteration 9F: 3 clusters Score -1.247739e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -12481790.000000 Penalty: 5656.612305
	Iteration 10F: 3 clusters Score -1.248179e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -12483875.000000 Penalty: 5656.612305
	Iteration 11Q: 3 clusters Score -1.248388e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12484715.000000 Penalty: 5656.612305
	Iteration 12Q: 3 clusters Score -1.248472e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -12484990.000000 Penalty: 5656.612305
	Iteration 13Q: 3 clusters Score -1.248499e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12485123.000000 Penalty: 5656.612305
	Iteration 14Q: 3 clusters Score -1.248512e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12485177.000000 Penalty: 5656.612305
	Iteration 15Q: 3 clusters Score -1.248518e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12485209.000000 Penalty: 5656.612305
	Iteration 16Q: 3 clusters Score -1.248521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12485234.000000 Penalty: 5656.612305
	Iteration 17Q: 3 clusters Score -1.248523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12485233.000000 Penalty: 5656.612305
	Iteration 18Q: 3 clusters Score -1.248523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12485246.000000 Penalty: 5656.612305
	Iteration 19Q: 3 clusters Score -1.248525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12485256.000000 Penalty: 5656.612305
	Iteration 20F: 3 clusters Score -1.248526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -12485257.000000 Penalty: 5656.612305
	Iteration 21Q: 3 clusters Score -1.248526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12485266.000000 Penalty: 5656.612305
	Iteration 22Q: 3 clusters Score -1.248527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12485266.000000 Penalty: 5656.612305
	Iteration 23F: 3 clusters Score -1.248527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -142094.000000 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -142094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -140089.421875 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -140089.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -140433.875000 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -140433.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -140593.609375 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -140593.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -140740.796875 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -140740.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -140889.234375 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -140889.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -140965.875000 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -140965.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -141010.171875 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -141010.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -141046.265625 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -141046.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -141068.406250 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -141068.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -141085.890625 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -141085.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -141095.562500 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -141095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -141105.796875 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -141105.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -141117.593750 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -141117.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -141127.890625 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -141127.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -141135.296875 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -141135.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -141139.453125 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -141139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -141143.515625 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -141143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -141144.140625 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -141144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -141147.593750 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -141147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -141150.343750 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -141150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -141150.953125 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -141151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -64840.933594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -64840.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63381.945312 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -63381.95 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63672.093750 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -63672.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63808.785156 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -63808.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63906.421875 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -63906.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63962.968750 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -63962.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -64005.117188 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -64005.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64023.933594 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -64023.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -64041.105469 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -64041.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -64055.554688 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -64055.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -64089.265625 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -64089.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -64115.769531 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -64115.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -64149.507812 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -64149.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -64190.949219 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -64190.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -64205.523438 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -64205.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64218.191406 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -64218.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64262.464844 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -64262.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -64300.382812 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -64300.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -64317.046875 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -64317.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -64320.941406 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -64320.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64324.046875 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -64324.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64324.046875 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -64324.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (169533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169533 members 
Entering Unmasked Estep 
Score: -23311542.000000 Penalty: 2986.119141
	Iteration 0F: 2 clusters Score -2.331154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 84519 members 
Entering Unmasked Estep 
Score: -23199946.000000 Penalty: 5972.238281
	Iteration 0F: 3 clusters Score -2.319995e+07 nChanged 81554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -23248764.000000 Penalty: 5972.238281
	Iteration 1F: 3 clusters Score -2.324876e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -23250448.000000 Penalty: 5972.238281
	Iteration 2Q: 3 clusters Score -2.325045e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -23253360.000000 Penalty: 5972.238281
	Iteration 3Q: 3 clusters Score -2.325336e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -23257678.000000 Penalty: 5972.238281
	Iteration 4Q: 3 clusters Score -2.325768e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99133 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -23263644.000000 Penalty: 5972.238281
	Iteration 5F: 3 clusters Score -2.326364e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -23271290.000000 Penalty: 5972.238281
	Iteration 6F: 3 clusters Score -2.327129e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107778 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -23280044.000000 Penalty: 5972.238281
	Iteration 7F: 3 clusters Score -2.328004e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -23286746.000000 Penalty: 5972.238281
	Iteration 8F: 3 clusters Score -2.328675e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113737 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -23290410.000000 Penalty: 5972.238281
	Iteration 9Q: 3 clusters Score -2.329041e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115935 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -23291828.000000 Penalty: 5972.238281
	Iteration 10Q: 3 clusters Score -2.329183e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118078 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -23292744.000000 Penalty: 5972.238281
	Iteration 11Q: 3 clusters Score -2.329274e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120203 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -23293372.000000 Penalty: 5972.238281
	Iteration 12Q: 3 clusters Score -2.329337e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122386 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -23294030.000000 Penalty: 5972.238281
	Iteration 13Q: 3 clusters Score -2.329403e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124693 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -23294790.000000 Penalty: 5972.238281
	Iteration 14Q: 3 clusters Score -2.329479e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127133 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -23295458.000000 Penalty: 5972.238281
	Iteration 15Q: 3 clusters Score -2.329546e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129655 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -23296358.000000 Penalty: 5972.238281
	Iteration 16Q: 3 clusters Score -2.329636e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132164 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -23296992.000000 Penalty: 5972.238281
	Iteration 17Q: 3 clusters Score -2.329699e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134572 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -23297964.000000 Penalty: 5972.238281
	Iteration 18Q: 3 clusters Score -2.329796e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137006 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -23298580.000000 Penalty: 5972.238281
	Iteration 19Q: 3 clusters Score -2.329858e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139227 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -23299194.000000 Penalty: 5972.238281
	Iteration 20F: 3 clusters Score -2.329919e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141307 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -23299790.000000 Penalty: 5972.238281
	Iteration 21Q: 3 clusters Score -2.329979e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143260 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -23300278.000000 Penalty: 5972.238281
	Iteration 22Q: 3 clusters Score -2.330028e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145062 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -23300788.000000 Penalty: 5972.238281
	Iteration 23Q: 3 clusters Score -2.330079e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146772 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -23301326.000000 Penalty: 5972.238281
	Iteration 24Q: 3 clusters Score -2.330133e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148357 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -23301758.000000 Penalty: 5972.238281
	Iteration 25Q: 3 clusters Score -2.330176e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149853 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -23302128.000000 Penalty: 5972.238281
	Iteration 26Q: 3 clusters Score -2.330213e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151244 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -23302584.000000 Penalty: 5972.238281
	Iteration 27Q: 3 clusters Score -2.330258e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152543 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -23302980.000000 Penalty: 5972.238281
	Iteration 28Q: 3 clusters Score -2.330298e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153811 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -23303398.000000 Penalty: 5972.238281
	Iteration 29Q: 3 clusters Score -2.33034e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154978 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -23303678.000000 Penalty: 5972.238281
	Iteration 30Q: 3 clusters Score -2.330368e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156045 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -23303936.000000 Penalty: 5972.238281
	Iteration 31Q: 3 clusters Score -2.330394e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -23304346.000000 Penalty: 5972.238281
	Iteration 32Q: 3 clusters Score -2.330435e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158006 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -23304666.000000 Penalty: 5972.238281
	Iteration 33Q: 3 clusters Score -2.330467e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158836 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -23304966.000000 Penalty: 5972.238281
	Iteration 34Q: 3 clusters Score -2.330497e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159617 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -23305296.000000 Penalty: 5972.238281
	Iteration 35Q: 3 clusters Score -2.33053e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160367 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -23305616.000000 Penalty: 5972.238281
	Iteration 36Q: 3 clusters Score -2.330562e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161062 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -23305926.000000 Penalty: 5972.238281
	Iteration 37Q: 3 clusters Score -2.330593e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161718 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -23306206.000000 Penalty: 5972.238281
	Iteration 38Q: 3 clusters Score -2.330621e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162351 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -23306410.000000 Penalty: 5972.238281
	Iteration 39Q: 3 clusters Score -2.330641e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162893 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -23306630.000000 Penalty: 5972.238281
	Iteration 40F: 3 clusters Score -2.330663e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163402 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -23306784.000000 Penalty: 5972.238281
	Iteration 41Q: 3 clusters Score -2.330678e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163904 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -23307058.000000 Penalty: 5972.238281
	Iteration 42Q: 3 clusters Score -2.330706e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164359 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -23307284.000000 Penalty: 5972.238281
	Iteration 43Q: 3 clusters Score -2.330728e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164771 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -23307506.000000 Penalty: 5972.238281
	Iteration 44Q: 3 clusters Score -2.330751e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165168 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -23307702.000000 Penalty: 5972.238281
	Iteration 45Q: 3 clusters Score -2.33077e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165486 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -23307882.000000 Penalty: 5972.238281
	Iteration 46Q: 3 clusters Score -2.330788e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165760 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -23307960.000000 Penalty: 5972.238281
	Iteration 47Q: 3 clusters Score -2.330796e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165978 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -23308104.000000 Penalty: 5972.238281
	Iteration 48Q: 3 clusters Score -2.33081e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166183 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -23308188.000000 Penalty: 5972.238281
	Iteration 49Q: 3 clusters Score -2.330819e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166344 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -23308302.000000 Penalty: 5972.238281
	Iteration 50Q: 3 clusters Score -2.33083e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166471 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -23308410.000000 Penalty: 5972.238281
	Iteration 51Q: 3 clusters Score -2.330841e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166577 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -23308478.000000 Penalty: 5972.238281
	Iteration 52Q: 3 clusters Score -2.330848e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166695 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -23308588.000000 Penalty: 5972.238281
	Iteration 53Q: 3 clusters Score -2.330859e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166804 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -23308672.000000 Penalty: 5972.238281
	Iteration 54Q: 3 clusters Score -2.330867e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166911 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -23308784.000000 Penalty: 5972.238281
	Iteration 55Q: 3 clusters Score -2.330878e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167018 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -23308884.000000 Penalty: 5972.238281
	Iteration 56Q: 3 clusters Score -2.330888e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167104 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -23308974.000000 Penalty: 5972.238281
	Iteration 57Q: 3 clusters Score -2.330897e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167182 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -23309058.000000 Penalty: 5972.238281
	Iteration 58Q: 3 clusters Score -2.330906e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167236 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -23309114.000000 Penalty: 5972.238281
	Iteration 59Q: 3 clusters Score -2.330911e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167285 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -23309208.000000 Penalty: 5972.238281
	Iteration 60F: 3 clusters Score -2.330921e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -23309254.000000 Penalty: 5972.238281
	Iteration 61Q: 3 clusters Score -2.330925e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167355 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -23309308.000000 Penalty: 5972.238281
	Iteration 62Q: 3 clusters Score -2.330931e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167380 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -23309360.000000 Penalty: 5972.238281
	Iteration 63Q: 3 clusters Score -2.330936e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167382 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -23309386.000000 Penalty: 5972.238281
	Iteration 64Q: 3 clusters Score -2.330939e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167390 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -23309412.000000 Penalty: 5972.238281
	Iteration 65Q: 3 clusters Score -2.330941e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167405 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -23309450.000000 Penalty: 5972.238281
	Iteration 66Q: 3 clusters Score -2.330945e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -23309462.000000 Penalty: 5972.238281
	Iteration 67Q: 3 clusters Score -2.330946e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -23309476.000000 Penalty: 5972.238281
	Iteration 68Q: 3 clusters Score -2.330948e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167429 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -23309488.000000 Penalty: 5972.238281
	Iteration 69Q: 3 clusters Score -2.330949e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167425 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -23309494.000000 Penalty: 5972.238281
	Iteration 70Q: 3 clusters Score -2.330949e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167428 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -23309516.000000 Penalty: 5972.238281
	Iteration 71Q: 3 clusters Score -2.330952e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167426 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -23309510.000000 Penalty: 5972.238281
	Iteration 72Q: 3 clusters Score -2.330951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167413 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -23309514.000000 Penalty: 5972.238281
	Iteration 73Q: 3 clusters Score -2.330951e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167405 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -23309522.000000 Penalty: 5972.238281
	Iteration 74Q: 3 clusters Score -2.330952e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167414 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -23309542.000000 Penalty: 5972.238281
	Iteration 75Q: 3 clusters Score -2.330954e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167412 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -23309528.000000 Penalty: 5972.238281
	Iteration 76Q: 3 clusters Score -2.330953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167408 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -23309534.000000 Penalty: 5972.238281
	Iteration 77Q: 3 clusters Score -2.330953e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167398 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -23309536.000000 Penalty: 5972.238281
	Iteration 78Q: 3 clusters Score -2.330954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -23309550.000000 Penalty: 5972.238281
	Iteration 79Q: 3 clusters Score -2.330955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167385 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -23309550.000000 Penalty: 5972.238281
	Iteration 80F: 3 clusters Score -2.330955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167384 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -23309542.000000 Penalty: 5972.238281
	Iteration 81Q: 3 clusters Score -2.330954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167381 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -23309532.000000 Penalty: 5972.238281
	Iteration 82Q: 3 clusters Score -2.330953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167379 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -23309546.000000 Penalty: 5972.238281
	Iteration 83Q: 3 clusters Score -2.330955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167377 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -23309540.000000 Penalty: 5972.238281
	Iteration 84Q: 3 clusters Score -2.330954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167373 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -23309548.000000 Penalty: 5972.238281
	Iteration 85Q: 3 clusters Score -2.330955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167367 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -23309574.000000 Penalty: 5972.238281
	Iteration 86Q: 3 clusters Score -2.330957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167365 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -23309558.000000 Penalty: 5972.238281
	Iteration 87Q: 3 clusters Score -2.330956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167364 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -23309548.000000 Penalty: 5972.238281
	Iteration 88Q: 3 clusters Score -2.330955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167361 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -23309552.000000 Penalty: 5972.238281
	Iteration 89Q: 3 clusters Score -2.330955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167357 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -23309558.000000 Penalty: 5972.238281
	Iteration 90Q: 3 clusters Score -2.330956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167346 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -23309558.000000 Penalty: 5972.238281
	Iteration 91Q: 3 clusters Score -2.330956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167339 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -23309584.000000 Penalty: 5972.238281
	Iteration 92Q: 3 clusters Score -2.330958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167326 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -23309590.000000 Penalty: 5972.238281
	Iteration 93Q: 3 clusters Score -2.330959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167318 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -23309560.000000 Penalty: 5972.238281
	Iteration 94Q: 3 clusters Score -2.330956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167308 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -23309542.000000 Penalty: 5972.238281
	Iteration 95Q: 3 clusters Score -2.330954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167303 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -23309556.000000 Penalty: 5972.238281
	Iteration 96Q: 3 clusters Score -2.330956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167300 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -23309560.000000 Penalty: 5972.238281
	Iteration 97Q: 3 clusters Score -2.330956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167297 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -23309550.000000 Penalty: 5972.238281
	Iteration 98Q: 3 clusters Score -2.330955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167294 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -23309560.000000 Penalty: 5972.238281
	Iteration 99Q: 3 clusters Score -2.330956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167291 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -23309574.000000 Penalty: 5972.238281
	Iteration 100F: 3 clusters Score -2.330957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167291 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -23309568.000000 Penalty: 5972.238281
	Iteration 101Q: 3 clusters Score -2.330957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167291 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -23309568.000000 Penalty: 5972.238281
	Iteration 102F: 3 clusters Score -2.330957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (102405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Entering Unmasked Estep 
Score: -14204138.000000 Penalty: 2861.099365
	Iteration 0F: 2 clusters Score -1.420414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -14135961.000000 Penalty: 5722.198730
	Iteration 0F: 3 clusters Score -1.413596e+07 nChanged 48328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -14163361.000000 Penalty: 5722.198730
	Iteration 1F: 3 clusters Score -1.416336e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -14164271.000000 Penalty: 5722.198730
	Iteration 2Q: 3 clusters Score -1.416427e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -14165576.000000 Penalty: 5722.198730
	Iteration 3Q: 3 clusters Score -1.416558e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -14167753.000000 Penalty: 5722.198730
	Iteration 4Q: 3 clusters Score -1.416775e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -14170995.000000 Penalty: 5722.198730
	Iteration 5F: 3 clusters Score -1.4171e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -14175803.000000 Penalty: 5722.198730
	Iteration 6F: 3 clusters Score -1.41758e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -14181802.000000 Penalty: 5722.198730
	Iteration 7F: 3 clusters Score -1.41818e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -14188062.000000 Penalty: 5722.198730
	Iteration 8F: 3 clusters Score -1.418806e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -14192933.000000 Penalty: 5722.198730
	Iteration 9F: 3 clusters Score -1.419293e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -14195707.000000 Penalty: 5722.198730
	Iteration 10Q: 3 clusters Score -1.419571e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -14196879.000000 Penalty: 5722.198730
	Iteration 11Q: 3 clusters Score -1.419688e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88525 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -14197542.000000 Penalty: 5722.198730
	Iteration 12Q: 3 clusters Score -1.419754e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -14198202.000000 Penalty: 5722.198730
	Iteration 13Q: 3 clusters Score -1.41982e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -14198867.000000 Penalty: 5722.198730
	Iteration 14Q: 3 clusters Score -1.419887e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -14199313.000000 Penalty: 5722.198730
	Iteration 15Q: 3 clusters Score -1.419931e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -14199649.000000 Penalty: 5722.198730
	Iteration 16Q: 3 clusters Score -1.419965e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -14199942.000000 Penalty: 5722.198730
	Iteration 17Q: 3 clusters Score -1.419994e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94448 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -14200230.000000 Penalty: 5722.198730
	Iteration 18Q: 3 clusters Score -1.420023e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -14200492.000000 Penalty: 5722.198730
	Iteration 19Q: 3 clusters Score -1.420049e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -14200695.000000 Penalty: 5722.198730
	Iteration 20F: 3 clusters Score -1.42007e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96303 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -14200841.000000 Penalty: 5722.198730
	Iteration 21Q: 3 clusters Score -1.420084e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -14200997.000000 Penalty: 5722.198730
	Iteration 22Q: 3 clusters Score -1.4201e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -14201121.000000 Penalty: 5722.198730
	Iteration 23Q: 3 clusters Score -1.420112e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97614 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -14201215.000000 Penalty: 5722.198730
	Iteration 24Q: 3 clusters Score -1.420122e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97973 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -14201319.000000 Penalty: 5722.198730
	Iteration 25Q: 3 clusters Score -1.420132e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98313 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -14201444.000000 Penalty: 5722.198730
	Iteration 26Q: 3 clusters Score -1.420144e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -14201519.000000 Penalty: 5722.198730
	Iteration 27Q: 3 clusters Score -1.420152e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98828 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -14201605.000000 Penalty: 5722.198730
	Iteration 28Q: 3 clusters Score -1.42016e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99047 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -14201693.000000 Penalty: 5722.198730
	Iteration 29Q: 3 clusters Score -1.420169e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -14201778.000000 Penalty: 5722.198730
	Iteration 30Q: 3 clusters Score -1.420178e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99376 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -14201778.000000 Penalty: 5722.198730
	Iteration 31Q: 3 clusters Score -1.420178e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99511 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -14201811.000000 Penalty: 5722.198730
	Iteration 32Q: 3 clusters Score -1.420181e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -14201839.000000 Penalty: 5722.198730
	Iteration 33Q: 3 clusters Score -1.420184e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99741 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -14201874.000000 Penalty: 5722.198730
	Iteration 34Q: 3 clusters Score -1.420187e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -14201896.000000 Penalty: 5722.198730
	Iteration 35Q: 3 clusters Score -1.42019e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -14201942.000000 Penalty: 5722.198730
	Iteration 36Q: 3 clusters Score -1.420194e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100024 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -14201967.000000 Penalty: 5722.198730
	Iteration 37Q: 3 clusters Score -1.420197e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100091 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -14201991.000000 Penalty: 5722.198730
	Iteration 38Q: 3 clusters Score -1.420199e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100157 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -14202007.000000 Penalty: 5722.198730
	Iteration 39Q: 3 clusters Score -1.420201e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100223 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -14202013.000000 Penalty: 5722.198730
	Iteration 40F: 3 clusters Score -1.420201e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -14202024.000000 Penalty: 5722.198730
	Iteration 41Q: 3 clusters Score -1.420202e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100316 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -14202030.000000 Penalty: 5722.198730
	Iteration 42Q: 3 clusters Score -1.420203e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100345 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -14202028.000000 Penalty: 5722.198730
	Iteration 43Q: 3 clusters Score -1.420203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100366 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -14202019.000000 Penalty: 5722.198730
	Iteration 44Q: 3 clusters Score -1.420202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100385 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -14202033.000000 Penalty: 5722.198730
	Iteration 45Q: 3 clusters Score -1.420203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -14202031.000000 Penalty: 5722.198730
	Iteration 46Q: 3 clusters Score -1.420203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100419 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -14202042.000000 Penalty: 5722.198730
	Iteration 47Q: 3 clusters Score -1.420204e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -14202038.000000 Penalty: 5722.198730
	Iteration 48Q: 3 clusters Score -1.420204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100462 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -14202032.000000 Penalty: 5722.198730
	Iteration 49Q: 3 clusters Score -1.420203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100481 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -14202031.000000 Penalty: 5722.198730
	Iteration 50Q: 3 clusters Score -1.420203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -14202034.000000 Penalty: 5722.198730
	Iteration 51Q: 3 clusters Score -1.420203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -14202024.000000 Penalty: 5722.198730
	Iteration 52Q: 3 clusters Score -1.420202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100525 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -14202041.000000 Penalty: 5722.198730
	Iteration 53Q: 3 clusters Score -1.420204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100542 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -14202055.000000 Penalty: 5722.198730
	Iteration 54Q: 3 clusters Score -1.420206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100552 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -14202072.000000 Penalty: 5722.198730
	Iteration 55Q: 3 clusters Score -1.420207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100570 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -14202057.000000 Penalty: 5722.198730
	Iteration 56Q: 3 clusters Score -1.420206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100590 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -14202057.000000 Penalty: 5722.198730
	Iteration 57Q: 3 clusters Score -1.420206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100603 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -14202082.000000 Penalty: 5722.198730
	Iteration 58Q: 3 clusters Score -1.420208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100614 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -14202075.000000 Penalty: 5722.198730
	Iteration 59Q: 3 clusters Score -1.420208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -14202085.000000 Penalty: 5722.198730
	Iteration 60F: 3 clusters Score -1.420208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100640 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -14202094.000000 Penalty: 5722.198730
	Iteration 61Q: 3 clusters Score -1.420209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -14202097.000000 Penalty: 5722.198730
	Iteration 62Q: 3 clusters Score -1.42021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100654 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -14202099.000000 Penalty: 5722.198730
	Iteration 63Q: 3 clusters Score -1.42021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100663 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -14202087.000000 Penalty: 5722.198730
	Iteration 64Q: 3 clusters Score -1.420209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100666 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -14202102.000000 Penalty: 5722.198730
	Iteration 65Q: 3 clusters Score -1.42021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100671 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -14202105.000000 Penalty: 5722.198730
	Iteration 66Q: 3 clusters Score -1.42021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100678 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -14202101.000000 Penalty: 5722.198730
	Iteration 67Q: 3 clusters Score -1.42021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -14202103.000000 Penalty: 5722.198730
	Iteration 68Q: 3 clusters Score -1.42021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -14202106.000000 Penalty: 5722.198730
	Iteration 69Q: 3 clusters Score -1.420211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -14202103.000000 Penalty: 5722.198730
	Iteration 70Q: 3 clusters Score -1.42021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -14202097.000000 Penalty: 5722.198730
	Iteration 71Q: 3 clusters Score -1.42021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100690 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -14202095.000000 Penalty: 5722.198730
	Iteration 72Q: 3 clusters Score -1.42021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100695 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -14202097.000000 Penalty: 5722.198730
	Iteration 73Q: 3 clusters Score -1.42021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -14202104.000000 Penalty: 5722.198730
	Iteration 74Q: 3 clusters Score -1.42021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100710 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -14202122.000000 Penalty: 5722.198730
	Iteration 75Q: 3 clusters Score -1.420212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -14202125.000000 Penalty: 5722.198730
	Iteration 76Q: 3 clusters Score -1.420212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -14202119.000000 Penalty: 5722.198730
	Iteration 77Q: 3 clusters Score -1.420212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -14202112.000000 Penalty: 5722.198730
	Iteration 78Q: 3 clusters Score -1.420211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -14202116.000000 Penalty: 5722.198730
	Iteration 79Q: 3 clusters Score -1.420212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -14202120.000000 Penalty: 5722.198730
	Iteration 80F: 3 clusters Score -1.420212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100756 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -14202113.000000 Penalty: 5722.198730
	Iteration 81Q: 3 clusters Score -1.420211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100773 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -14202118.000000 Penalty: 5722.198730
	Iteration 82Q: 3 clusters Score -1.420212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -14202138.000000 Penalty: 5722.198730
	Iteration 83Q: 3 clusters Score -1.420214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -14202133.000000 Penalty: 5722.198730
	Iteration 84Q: 3 clusters Score -1.420213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100794 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -14202120.000000 Penalty: 5722.198730
	Iteration 85Q: 3 clusters Score -1.420212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100796 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -14202134.000000 Penalty: 5722.198730
	Iteration 86Q: 3 clusters Score -1.420213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100797 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14202133.000000 Penalty: 5722.198730
	Iteration 87Q: 3 clusters Score -1.420213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100797 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14202133.000000 Penalty: 5722.198730
	Iteration 88F: 3 clusters Score -1.420213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (207177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207177 members 
Entering Unmasked Estep 
Score: -28512664.000000 Penalty: 3035.849609
	Iteration 0F: 2 clusters Score -2.851266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103447 members 
Mstep: Class 2 contains 103730 members 
Entering Unmasked Estep 
Score: -28381360.000000 Penalty: 6071.699219
	Iteration 0F: 3 clusters Score -2.838136e+07 nChanged 99669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100676 members 
Mstep: Class 2 contains 106501 members 
Entering Unmasked Estep 
Score: -28439578.000000 Penalty: 6071.699219
	Iteration 1F: 3 clusters Score -2.843958e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 108490 members 
Entering Unmasked Estep 
Score: -28440428.000000 Penalty: 6071.699219
	Iteration 2Q: 3 clusters Score -2.844043e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 111395 members 
Entering Unmasked Estep 
Score: -28442016.000000 Penalty: 6071.699219
	Iteration 3Q: 3 clusters Score -2.844202e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 115902 members 
Entering Unmasked Estep 
Score: -28443988.000000 Penalty: 6071.699219
	Iteration 4Q: 3 clusters Score -2.844399e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 122594 members 
Entering Unmasked Estep 
Score: -28447694.000000 Penalty: 6071.699219
	Iteration 5Q: 3 clusters Score -2.844769e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 131913 members 
Entering Unmasked Estep 
Score: -28453724.000000 Penalty: 6071.699219
	Iteration 6F: 3 clusters Score -2.845372e+07 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 143970 members 
Entering Unmasked Estep 
Score: -28462864.000000 Penalty: 6071.699219
	Iteration 7F: 3 clusters Score -2.846286e+07 nChanged 14767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 157909 members 
Entering Unmasked Estep 
Score: -28474650.000000 Penalty: 6071.699219
	Iteration 8F: 3 clusters Score -2.847465e+07 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 171490 members 
Entering Unmasked Estep 
Score: -28486184.000000 Penalty: 6071.699219
	Iteration 9F: 3 clusters Score -2.848618e+07 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 182538 members 
Entering Unmasked Estep 
Score: -28495260.000000 Penalty: 6071.699219
	Iteration 10F: 3 clusters Score -2.849526e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 190316 members 
Entering Unmasked Estep 
Score: -28500866.000000 Penalty: 6071.699219
	Iteration 11Q: 3 clusters Score -2.850087e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 195509 members 
Entering Unmasked Estep 
Score: -28504486.000000 Penalty: 6071.699219
	Iteration 12Q: 3 clusters Score -2.850449e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 198888 members 
Entering Unmasked Estep 
Score: -28506686.000000 Penalty: 6071.699219
	Iteration 13Q: 3 clusters Score -2.850669e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 201126 members 
Entering Unmasked Estep 
Score: -28507892.000000 Penalty: 6071.699219
	Iteration 14Q: 3 clusters Score -2.850789e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 202612 members 
Entering Unmasked Estep 
Score: -28508494.000000 Penalty: 6071.699219
	Iteration 15Q: 3 clusters Score -2.850849e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 203656 members 
Entering Unmasked Estep 
Score: -28509054.000000 Penalty: 6071.699219
	Iteration 16Q: 3 clusters Score -2.850905e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 204322 members 
Entering Unmasked Estep 
Score: -28509328.000000 Penalty: 6071.699219
	Iteration 17Q: 3 clusters Score -2.850933e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 204800 members 
Entering Unmasked Estep 
Score: -28509476.000000 Penalty: 6071.699219
	Iteration 18Q: 3 clusters Score -2.850948e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 205147 members 
Entering Unmasked Estep 
Score: -28509654.000000 Penalty: 6071.699219
	Iteration 19Q: 3 clusters Score -2.850965e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 205407 members 
Entering Unmasked Estep 
Score: -28509764.000000 Penalty: 6071.699219
	Iteration 20F: 3 clusters Score -2.850976e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 205605 members 
Entering Unmasked Estep 
Score: -28509828.000000 Penalty: 6071.699219
	Iteration 21Q: 3 clusters Score -2.850983e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 205750 members 
Entering Unmasked Estep 
Score: -28509942.000000 Penalty: 6071.699219
	Iteration 22Q: 3 clusters Score -2.850994e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 205842 members 
Entering Unmasked Estep 
Score: -28509960.000000 Penalty: 6071.699219
	Iteration 23Q: 3 clusters Score -2.850996e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 205912 members 
Entering Unmasked Estep 
Score: -28509988.000000 Penalty: 6071.699219
	Iteration 24Q: 3 clusters Score -2.850999e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 205972 members 
Entering Unmasked Estep 
Score: -28510040.000000 Penalty: 6071.699219
	Iteration 25Q: 3 clusters Score -2.851004e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 206036 members 
Entering Unmasked Estep 
Score: -28510084.000000 Penalty: 6071.699219
	Iteration 26Q: 3 clusters Score -2.851008e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 206080 members 
Entering Unmasked Estep 
Score: -28510088.000000 Penalty: 6071.699219
	Iteration 27Q: 3 clusters Score -2.851009e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 206118 members 
Entering Unmasked Estep 
Score: -28510098.000000 Penalty: 6071.699219
	Iteration 28Q: 3 clusters Score -2.85101e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 206147 members 
Entering Unmasked Estep 
Score: -28510104.000000 Penalty: 6071.699219
	Iteration 29Q: 3 clusters Score -2.85101e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 206185 members 
Entering Unmasked Estep 
Score: -28510130.000000 Penalty: 6071.699219
	Iteration 30Q: 3 clusters Score -2.851013e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 206206 members 
Entering Unmasked Estep 
Score: -28510150.000000 Penalty: 6071.699219
	Iteration 31Q: 3 clusters Score -2.851015e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 206226 members 
Entering Unmasked Estep 
Score: -28510158.000000 Penalty: 6071.699219
	Iteration 32Q: 3 clusters Score -2.851016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 206238 members 
Entering Unmasked Estep 
Score: -28510166.000000 Penalty: 6071.699219
	Iteration 33Q: 3 clusters Score -2.851017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 206256 members 
Entering Unmasked Estep 
Score: -28510160.000000 Penalty: 6071.699219
	Iteration 34Q: 3 clusters Score -2.851016e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 206276 members 
Entering Unmasked Estep 
Score: -28510174.000000 Penalty: 6071.699219
	Iteration 35Q: 3 clusters Score -2.851017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 206287 members 
Entering Unmasked Estep 
Score: -28510196.000000 Penalty: 6071.699219
	Iteration 36Q: 3 clusters Score -2.85102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 206296 members 
Entering Unmasked Estep 
Score: -28510174.000000 Penalty: 6071.699219
	Iteration 37Q: 3 clusters Score -2.851017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 206301 members 
Entering Unmasked Estep 
Score: -28510182.000000 Penalty: 6071.699219
	Iteration 38Q: 3 clusters Score -2.851018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 206306 members 
Entering Unmasked Estep 
Score: -28510164.000000 Penalty: 6071.699219
	Iteration 39Q: 3 clusters Score -2.851016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 206309 members 
Entering Unmasked Estep 
Score: -28510200.000000 Penalty: 6071.699219
	Iteration 40F: 3 clusters Score -2.85102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 206314 members 
Entering Unmasked Estep 
Score: -28510188.000000 Penalty: 6071.699219
	Iteration 41Q: 3 clusters Score -2.851019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 206323 members 
Entering Unmasked Estep 
Score: -28510198.000000 Penalty: 6071.699219
	Iteration 42Q: 3 clusters Score -2.85102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 206334 members 
Entering Unmasked Estep 
Score: -28510200.000000 Penalty: 6071.699219
	Iteration 43Q: 3 clusters Score -2.85102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 206340 members 
Entering Unmasked Estep 
Score: -28510204.000000 Penalty: 6071.699219
	Iteration 44Q: 3 clusters Score -2.85102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 206340 members 
Entering Unmasked Estep 
Score: -28510208.000000 Penalty: 6071.699219
	Iteration 45Q: 3 clusters Score -2.851021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 206340 members 
Entering Unmasked Estep 
Score: -28510218.000000 Penalty: 6071.699219
	Iteration 46Q: 3 clusters Score -2.851022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 206342 members 
Entering Unmasked Estep 
Score: -28510224.000000 Penalty: 6071.699219
	Iteration 47Q: 3 clusters Score -2.851022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 206342 members 
Entering Unmasked Estep 
Score: -28510220.000000 Penalty: 6071.699219
	Iteration 48Q: 3 clusters Score -2.851022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 206348 members 
Entering Unmasked Estep 
Score: -28510228.000000 Penalty: 6071.699219
	Iteration 49Q: 3 clusters Score -2.851023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 206353 members 
Entering Unmasked Estep 
Score: -28510226.000000 Penalty: 6071.699219
	Iteration 50Q: 3 clusters Score -2.851023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 206358 members 
Entering Unmasked Estep 
Score: -28510246.000000 Penalty: 6071.699219
	Iteration 51Q: 3 clusters Score -2.851025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 206358 members 
Entering Unmasked Estep 
Score: -28510248.000000 Penalty: 6071.699219
	Iteration 52Q: 3 clusters Score -2.851025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 206358 members 
Entering Unmasked Estep 
Score: -28510248.000000 Penalty: 6071.699219
	Iteration 53F: 3 clusters Score -2.851025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Entering Unmasked Estep 
Score: -440591.500000 Penalty: 2011.906860
	Iteration 0F: 2 clusters Score -440591.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -437112.218750 Penalty: 4023.813721
	Iteration 0F: 3 clusters Score -437112.2 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -437794.687500 Penalty: 4023.813721
	Iteration 1F: 3 clusters Score -437794.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -438046.250000 Penalty: 4023.813721
	Iteration 2F: 3 clusters Score -438046.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -438238.250000 Penalty: 4023.813721
	Iteration 3F: 3 clusters Score -438238.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -438383.531250 Penalty: 4023.813721
	Iteration 4Q: 3 clusters Score -438383.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -438495.656250 Penalty: 4023.813721
	Iteration 5Q: 3 clusters Score -438495.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -438600.375000 Penalty: 4023.813721
	Iteration 6Q: 3 clusters Score -438600.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -438713.062500 Penalty: 4023.813721
	Iteration 7Q: 3 clusters Score -438713.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -438806.312500 Penalty: 4023.813721
	Iteration 8Q: 3 clusters Score -438806.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -438875.562500 Penalty: 4023.813721
	Iteration 9Q: 3 clusters Score -438875.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -438924.812500 Penalty: 4023.813721
	Iteration 10Q: 3 clusters Score -438924.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -438962.250000 Penalty: 4023.813721
	Iteration 11Q: 3 clusters Score -438962.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -438983.968750 Penalty: 4023.813721
	Iteration 12Q: 3 clusters Score -438984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -438999.718750 Penalty: 4023.813721
	Iteration 13Q: 3 clusters Score -438999.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -439020.000000 Penalty: 4023.813721
	Iteration 14Q: 3 clusters Score -439020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -439037.687500 Penalty: 4023.813721
	Iteration 15Q: 3 clusters Score -439037.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -439047.781250 Penalty: 4023.813721
	Iteration 16Q: 3 clusters Score -439047.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -439062.031250 Penalty: 4023.813721
	Iteration 17Q: 3 clusters Score -439062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -439076.437500 Penalty: 4023.813721
	Iteration 18Q: 3 clusters Score -439076.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -439087.343750 Penalty: 4023.813721
	Iteration 19Q: 3 clusters Score -439087.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -439094.812500 Penalty: 4023.813721
	Iteration 20F: 3 clusters Score -439094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -439101.406250 Penalty: 4023.813721
	Iteration 21Q: 3 clusters Score -439101.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -439109.343750 Penalty: 4023.813721
	Iteration 22Q: 3 clusters Score -439109.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -439117.375000 Penalty: 4023.813721
	Iteration 23Q: 3 clusters Score -439117.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -439125.250000 Penalty: 4023.813721
	Iteration 24Q: 3 clusters Score -439125.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -439130.093750 Penalty: 4023.813721
	Iteration 25Q: 3 clusters Score -439130.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -439134.406250 Penalty: 4023.813721
	Iteration 26Q: 3 clusters Score -439134.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -439136.937500 Penalty: 4023.813721
	Iteration 27Q: 3 clusters Score -439136.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -439139.968750 Penalty: 4023.813721
	Iteration 28Q: 3 clusters Score -439140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -439142.218750 Penalty: 4023.813721
	Iteration 29Q: 3 clusters Score -439142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -439143.593750 Penalty: 4023.813721
	Iteration 30Q: 3 clusters Score -439143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -439144.656250 Penalty: 4023.813721
	Iteration 31Q: 3 clusters Score -439144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -439146.500000 Penalty: 4023.813721
	Iteration 32Q: 3 clusters Score -439146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -439148.343750 Penalty: 4023.813721
	Iteration 33Q: 3 clusters Score -439148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -439151.656250 Penalty: 4023.813721
	Iteration 34Q: 3 clusters Score -439151.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -439155.406250 Penalty: 4023.813721
	Iteration 35Q: 3 clusters Score -439155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -439155.406250 Penalty: 4023.813721
	Iteration 36F: 3 clusters Score -439155.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Entering Unmasked Estep 
Score: -3090968.500000 Penalty: 2481.129395
	Iteration 0F: 2 clusters Score -3090968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3075567.000000 Penalty: 4962.258789
	Iteration 0F: 3 clusters Score -3075567 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3080740.750000 Penalty: 4962.258789
	Iteration 1F: 3 clusters Score -3080741 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3081109.250000 Penalty: 4962.258789
	Iteration 2Q: 3 clusters Score -3081109 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3081440.750000 Penalty: 4962.258789
	Iteration 3Q: 3 clusters Score -3081441 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3081774.250000 Penalty: 4962.258789
	Iteration 4Q: 3 clusters Score -3081774 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3082132.000000 Penalty: 4962.258789
	Iteration 5Q: 3 clusters Score -3082132 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3082622.250000 Penalty: 4962.258789
	Iteration 6Q: 3 clusters Score -3082622 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3083334.250000 Penalty: 4962.258789
	Iteration 7Q: 3 clusters Score -3083334 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3084274.250000 Penalty: 4962.258789
	Iteration 8F: 3 clusters Score -3084274 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3085430.000000 Penalty: 4962.258789
	Iteration 9F: 3 clusters Score -3085430 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3086640.250000 Penalty: 4962.258789
	Iteration 10F: 3 clusters Score -3086640 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3087591.000000 Penalty: 4962.258789
	Iteration 11Q: 3 clusters Score -3087591 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3088239.750000 Penalty: 4962.258789
	Iteration 12Q: 3 clusters Score -3088240 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3088640.750000 Penalty: 4962.258789
	Iteration 13Q: 3 clusters Score -3088641 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3088885.500000 Penalty: 4962.258789
	Iteration 14Q: 3 clusters Score -3088886 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3089006.500000 Penalty: 4962.258789
	Iteration 15Q: 3 clusters Score -3089006 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3089086.750000 Penalty: 4962.258789
	Iteration 16Q: 3 clusters Score -3089087 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3089126.250000 Penalty: 4962.258789
	Iteration 17Q: 3 clusters Score -3089126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3089152.250000 Penalty: 4962.258789
	Iteration 18Q: 3 clusters Score -3089152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3089164.750000 Penalty: 4962.258789
	Iteration 19Q: 3 clusters Score -3089165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3089180.000000 Penalty: 4962.258789
	Iteration 20F: 3 clusters Score -3089180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3089188.750000 Penalty: 4962.258789
	Iteration 21Q: 3 clusters Score -3089189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3089194.500000 Penalty: 4962.258789
	Iteration 22Q: 3 clusters Score -3089194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3089195.750000 Penalty: 4962.258789
	Iteration 23Q: 3 clusters Score -3089196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3089193.750000 Penalty: 4962.258789
	Iteration 24Q: 3 clusters Score -3089194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3089196.750000 Penalty: 4962.258789
	Iteration 25Q: 3 clusters Score -3089197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3089199.000000 Penalty: 4962.258789
	Iteration 26Q: 3 clusters Score -3089199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3089200.000000 Penalty: 4962.258789
	Iteration 27Q: 3 clusters Score -3089200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3089203.250000 Penalty: 4962.258789
	Iteration 28Q: 3 clusters Score -3089203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3089203.500000 Penalty: 4962.258789
	Iteration 29Q: 3 clusters Score -3089204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3089205.000000 Penalty: 4962.258789
	Iteration 30Q: 3 clusters Score -3089205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3089205.500000 Penalty: 4962.258789
	Iteration 31Q: 3 clusters Score -3089206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3089205.500000 Penalty: 4962.258789
	Iteration 32F: 3 clusters Score -3089206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -111208.390625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -111208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109292.031250 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -109292 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109674.328125 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -109674.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -109904.710938 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -109904.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -110146.898438 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -110146.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -110314.039062 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -110314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -110427.226562 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -110427.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -110509.289062 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -110509.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110557.046875 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -110557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110653.765625 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -110653.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111054.203125 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -111054.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111088.359375 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -111088.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -111108.664062 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -111108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -111121.304688 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -111121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111124.781250 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -111124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111124.781250 Penalty: 3398.187744
	Iteration 14F: 3 clusters Score -111124.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Entering Unmasked Estep 
Score: -899229.687500 Penalty: 2185.031006
	Iteration 0F: 2 clusters Score -899229.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -893579.812500 Penalty: 4370.062012
	Iteration 0F: 3 clusters Score -893579.8 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -895186.500000 Penalty: 4370.062012
	Iteration 1F: 3 clusters Score -895186.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -895412.000000 Penalty: 4370.062012
	Iteration 2F: 3 clusters Score -895412 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -895550.312500 Penalty: 4370.062012
	Iteration 3Q: 3 clusters Score -895550.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -895659.375000 Penalty: 4370.062012
	Iteration 4Q: 3 clusters Score -895659.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -895737.562500 Penalty: 4370.062012
	Iteration 5Q: 3 clusters Score -895737.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -895786.937500 Penalty: 4370.062012
	Iteration 6Q: 3 clusters Score -895786.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -895827.500000 Penalty: 4370.062012
	Iteration 7Q: 3 clusters Score -895827.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -895865.000000 Penalty: 4370.062012
	Iteration 8Q: 3 clusters Score -895865 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -895900.187500 Penalty: 4370.062012
	Iteration 9Q: 3 clusters Score -895900.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -895931.000000 Penalty: 4370.062012
	Iteration 10Q: 3 clusters Score -895931 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -895951.437500 Penalty: 4370.062012
	Iteration 11Q: 3 clusters Score -895951.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -895970.625000 Penalty: 4370.062012
	Iteration 12Q: 3 clusters Score -895970.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -895988.375000 Penalty: 4370.062012
	Iteration 13Q: 3 clusters Score -895988.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -896005.500000 Penalty: 4370.062012
	Iteration 14Q: 3 clusters Score -896005.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -896030.062500 Penalty: 4370.062012
	Iteration 15Q: 3 clusters Score -896030.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -896052.750000 Penalty: 4370.062012
	Iteration 16Q: 3 clusters Score -896052.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -896072.250000 Penalty: 4370.062012
	Iteration 17Q: 3 clusters Score -896072.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -896089.812500 Penalty: 4370.062012
	Iteration 18Q: 3 clusters Score -896089.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -896111.437500 Penalty: 4370.062012
	Iteration 19Q: 3 clusters Score -896111.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -896134.000000 Penalty: 4370.062012
	Iteration 20F: 3 clusters Score -896134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -896155.500000 Penalty: 4370.062012
	Iteration 21Q: 3 clusters Score -896155.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -896181.562500 Penalty: 4370.062012
	Iteration 22Q: 3 clusters Score -896181.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -896207.500000 Penalty: 4370.062012
	Iteration 23Q: 3 clusters Score -896207.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -896230.312500 Penalty: 4370.062012
	Iteration 24Q: 3 clusters Score -896230.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -896252.375000 Penalty: 4370.062012
	Iteration 25Q: 3 clusters Score -896252.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -896278.312500 Penalty: 4370.062012
	Iteration 26Q: 3 clusters Score -896278.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -896300.937500 Penalty: 4370.062012
	Iteration 27Q: 3 clusters Score -896300.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -896332.187500 Penalty: 4370.062012
	Iteration 28Q: 3 clusters Score -896332.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -896359.500000 Penalty: 4370.062012
	Iteration 29Q: 3 clusters Score -896359.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -896384.937500 Penalty: 4370.062012
	Iteration 30Q: 3 clusters Score -896384.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -896414.375000 Penalty: 4370.062012
	Iteration 31Q: 3 clusters Score -896414.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -896435.562500 Penalty: 4370.062012
	Iteration 32Q: 3 clusters Score -896435.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -896462.687500 Penalty: 4370.062012
	Iteration 33Q: 3 clusters Score -896462.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -896497.375000 Penalty: 4370.062012
	Iteration 34Q: 3 clusters Score -896497.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -896536.312500 Penalty: 4370.062012
	Iteration 35Q: 3 clusters Score -896536.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -896586.625000 Penalty: 4370.062012
	Iteration 36Q: 3 clusters Score -896586.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -896643.562500 Penalty: 4370.062012
	Iteration 37Q: 3 clusters Score -896643.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -896692.562500 Penalty: 4370.062012
	Iteration 38Q: 3 clusters Score -896692.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -896738.187500 Penalty: 4370.062012
	Iteration 39Q: 3 clusters Score -896738.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -896779.625000 Penalty: 4370.062012
	Iteration 40F: 3 clusters Score -896779.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -896825.062500 Penalty: 4370.062012
	Iteration 41Q: 3 clusters Score -896825.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -896877.812500 Penalty: 4370.062012
	Iteration 42Q: 3 clusters Score -896877.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -896933.437500 Penalty: 4370.062012
	Iteration 43Q: 3 clusters Score -896933.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -896997.562500 Penalty: 4370.062012
	Iteration 44Q: 3 clusters Score -896997.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -897058.812500 Penalty: 4370.062012
	Iteration 45Q: 3 clusters Score -897058.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -897113.625000 Penalty: 4370.062012
	Iteration 46Q: 3 clusters Score -897113.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -897173.187500 Penalty: 4370.062012
	Iteration 47Q: 3 clusters Score -897173.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -897215.125000 Penalty: 4370.062012
	Iteration 48Q: 3 clusters Score -897215.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -897250.062500 Penalty: 4370.062012
	Iteration 49Q: 3 clusters Score -897250.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -897277.125000 Penalty: 4370.062012
	Iteration 50Q: 3 clusters Score -897277.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -897307.312500 Penalty: 4370.062012
	Iteration 51Q: 3 clusters Score -897307.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -897329.250000 Penalty: 4370.062012
	Iteration 52Q: 3 clusters Score -897329.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -897345.687500 Penalty: 4370.062012
	Iteration 53Q: 3 clusters Score -897345.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -897357.125000 Penalty: 4370.062012
	Iteration 54Q: 3 clusters Score -897357.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -897360.375000 Penalty: 4370.062012
	Iteration 55Q: 3 clusters Score -897360.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -897361.687500 Penalty: 4370.062012
	Iteration 56Q: 3 clusters Score -897361.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -897365.000000 Penalty: 4370.062012
	Iteration 57Q: 3 clusters Score -897365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -897367.812500 Penalty: 4370.062012
	Iteration 58Q: 3 clusters Score -897367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -897366.875000 Penalty: 4370.062012
	Iteration 59Q: 3 clusters Score -897366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -897366.875000 Penalty: 4370.062012
	Iteration 60F: 3 clusters Score -897366.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -161906.343750 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -161906.3 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 629 members 
Entering Unmasked Estep 
Score: -159841.031250 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -159841 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -160143.390625 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -160143.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160219.906250 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -160219.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -160269.578125 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -160269.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -160305.875000 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -160305.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -160324.218750 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -160324.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -160334.906250 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -160334.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -160344.859375 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -160344.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -160352.453125 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -160352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -160358.640625 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -160358.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -160363.265625 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -160363.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -160367.109375 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -160367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160369.578125 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -160369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -160370.640625 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -160370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -160373.140625 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -160373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160376.968750 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -160377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160381.234375 Penalty: 3519.563232
	Iteration 16Q: 3 clusters Score -160381.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160385.406250 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -160385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160386.281250 Penalty: 3519.563232
	Iteration 18Q: 3 clusters Score -160386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160386.281250 Penalty: 3519.563232
	Iteration 19F: 3 clusters Score -160386.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Entering Unmasked Estep 
Score: -2018793.000000 Penalty: 2375.935547
	Iteration 0F: 2 clusters Score -2018793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2008346.875000 Penalty: 4751.871094
	Iteration 0F: 3 clusters Score -2008347 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2011655.125000 Penalty: 4751.871094
	Iteration 1F: 3 clusters Score -2011655 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2011995.625000 Penalty: 4751.871094
	Iteration 2F: 3 clusters Score -2011996 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2012261.000000 Penalty: 4751.871094
	Iteration 3Q: 3 clusters Score -2012261 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2012524.250000 Penalty: 4751.871094
	Iteration 4Q: 3 clusters Score -2012524 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2012836.375000 Penalty: 4751.871094
	Iteration 5Q: 3 clusters Score -2012836 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2013252.625000 Penalty: 4751.871094
	Iteration 6F: 3 clusters Score -2013253 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2013799.125000 Penalty: 4751.871094
	Iteration 7F: 3 clusters Score -2013799 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2014440.625000 Penalty: 4751.871094
	Iteration 8F: 3 clusters Score -2014441 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2015090.625000 Penalty: 4751.871094
	Iteration 9F: 3 clusters Score -2015091 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2015703.625000 Penalty: 4751.871094
	Iteration 10Q: 3 clusters Score -2015704 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2016180.500000 Penalty: 4751.871094
	Iteration 11Q: 3 clusters Score -2016180 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2016466.500000 Penalty: 4751.871094
	Iteration 12Q: 3 clusters Score -2016466 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2016643.000000 Penalty: 4751.871094
	Iteration 13Q: 3 clusters Score -2016643 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2016740.625000 Penalty: 4751.871094
	Iteration 14Q: 3 clusters Score -2016741 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2016794.750000 Penalty: 4751.871094
	Iteration 15Q: 3 clusters Score -2016795 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2016834.000000 Penalty: 4751.871094
	Iteration 16Q: 3 clusters Score -2016834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2016866.750000 Penalty: 4751.871094
	Iteration 17Q: 3 clusters Score -2016867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2016881.750000 Penalty: 4751.871094
	Iteration 18Q: 3 clusters Score -2016882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2016890.000000 Penalty: 4751.871094
	Iteration 19Q: 3 clusters Score -2016890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2016898.500000 Penalty: 4751.871094
	Iteration 20F: 3 clusters Score -2016898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2016905.375000 Penalty: 4751.871094
	Iteration 21Q: 3 clusters Score -2016905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2016909.500000 Penalty: 4751.871094
	Iteration 22Q: 3 clusters Score -2016910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2016914.875000 Penalty: 4751.871094
	Iteration 23Q: 3 clusters Score -2016915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2016920.125000 Penalty: 4751.871094
	Iteration 24Q: 3 clusters Score -2016920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2016921.750000 Penalty: 4751.871094
	Iteration 25Q: 3 clusters Score -2016922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2016923.125000 Penalty: 4751.871094
	Iteration 26Q: 3 clusters Score -2016923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2016930.250000 Penalty: 4751.871094
	Iteration 27Q: 3 clusters Score -2016930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2016932.375000 Penalty: 4751.871094
	Iteration 28Q: 3 clusters Score -2016932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2016938.000000 Penalty: 4751.871094
	Iteration 29Q: 3 clusters Score -2016938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2016942.750000 Penalty: 4751.871094
	Iteration 30Q: 3 clusters Score -2016943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2016949.375000 Penalty: 4751.871094
	Iteration 31Q: 3 clusters Score -2016949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2016956.875000 Penalty: 4751.871094
	Iteration 32Q: 3 clusters Score -2016957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2016964.750000 Penalty: 4751.871094
	Iteration 33Q: 3 clusters Score -2016965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2016965.875000 Penalty: 4751.871094
	Iteration 34Q: 3 clusters Score -2016966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2016967.375000 Penalty: 4751.871094
	Iteration 35Q: 3 clusters Score -2016967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2016969.125000 Penalty: 4751.871094
	Iteration 36Q: 3 clusters Score -2016969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2016966.625000 Penalty: 4751.871094
	Iteration 37Q: 3 clusters Score -2016967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2016971.750000 Penalty: 4751.871094
	Iteration 38Q: 3 clusters Score -2016972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2016971.250000 Penalty: 4751.871094
	Iteration 39Q: 3 clusters Score -2016971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2016973.375000 Penalty: 4751.871094
	Iteration 40F: 3 clusters Score -2016973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2016973.125000 Penalty: 4751.871094
	Iteration 41Q: 3 clusters Score -2016973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2016975.250000 Penalty: 4751.871094
	Iteration 42Q: 3 clusters Score -2016975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2016973.375000 Penalty: 4751.871094
	Iteration 43Q: 3 clusters Score -2016973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2016973.375000 Penalty: 4751.871094
	Iteration 44F: 3 clusters Score -2016973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Entering Unmasked Estep 
Score: -415454.062500 Penalty: 2004.512329
	Iteration 0F: 2 clusters Score -415454.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -412005.156250 Penalty: 4009.024658
	Iteration 0F: 3 clusters Score -412005.2 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -412725.875000 Penalty: 4009.024658
	Iteration 1F: 3 clusters Score -412725.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -412893.031250 Penalty: 4009.024658
	Iteration 2F: 3 clusters Score -412893 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -413007.937500 Penalty: 4009.024658
	Iteration 3Q: 3 clusters Score -413007.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -413076.875000 Penalty: 4009.024658
	Iteration 4Q: 3 clusters Score -413076.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -413127.375000 Penalty: 4009.024658
	Iteration 5Q: 3 clusters Score -413127.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -413166.406250 Penalty: 4009.024658
	Iteration 6Q: 3 clusters Score -413166.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -413196.093750 Penalty: 4009.024658
	Iteration 7Q: 3 clusters Score -413196.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -413220.093750 Penalty: 4009.024658
	Iteration 8Q: 3 clusters Score -413220.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -413241.531250 Penalty: 4009.024658
	Iteration 9Q: 3 clusters Score -413241.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -413262.343750 Penalty: 4009.024658
	Iteration 10Q: 3 clusters Score -413262.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -413281.218750 Penalty: 4009.024658
	Iteration 11Q: 3 clusters Score -413281.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -413302.156250 Penalty: 4009.024658
	Iteration 12Q: 3 clusters Score -413302.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -413321.000000 Penalty: 4009.024658
	Iteration 13Q: 3 clusters Score -413321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -413332.812500 Penalty: 4009.024658
	Iteration 14Q: 3 clusters Score -413332.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -413345.125000 Penalty: 4009.024658
	Iteration 15Q: 3 clusters Score -413345.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -413354.875000 Penalty: 4009.024658
	Iteration 16Q: 3 clusters Score -413354.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -413362.375000 Penalty: 4009.024658
	Iteration 17Q: 3 clusters Score -413362.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -413369.437500 Penalty: 4009.024658
	Iteration 18Q: 3 clusters Score -413369.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -413377.468750 Penalty: 4009.024658
	Iteration 19Q: 3 clusters Score -413377.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -413384.593750 Penalty: 4009.024658
	Iteration 20F: 3 clusters Score -413384.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -413393.375000 Penalty: 4009.024658
	Iteration 21Q: 3 clusters Score -413393.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -413402.156250 Penalty: 4009.024658
	Iteration 22Q: 3 clusters Score -413402.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -413414.062500 Penalty: 4009.024658
	Iteration 23Q: 3 clusters Score -413414.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -413427.375000 Penalty: 4009.024658
	Iteration 24Q: 3 clusters Score -413427.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -413437.218750 Penalty: 4009.024658
	Iteration 25Q: 3 clusters Score -413437.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -413447.375000 Penalty: 4009.024658
	Iteration 26Q: 3 clusters Score -413447.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -413457.968750 Penalty: 4009.024658
	Iteration 27Q: 3 clusters Score -413458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -413467.250000 Penalty: 4009.024658
	Iteration 28Q: 3 clusters Score -413467.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -413479.281250 Penalty: 4009.024658
	Iteration 29Q: 3 clusters Score -413479.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -413494.875000 Penalty: 4009.024658
	Iteration 30Q: 3 clusters Score -413494.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -413511.750000 Penalty: 4009.024658
	Iteration 31Q: 3 clusters Score -413511.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -413534.250000 Penalty: 4009.024658
	Iteration 32Q: 3 clusters Score -413534.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -413552.531250 Penalty: 4009.024658
	Iteration 33Q: 3 clusters Score -413552.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -413569.968750 Penalty: 4009.024658
	Iteration 34Q: 3 clusters Score -413570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -413597.937500 Penalty: 4009.024658
	Iteration 35Q: 3 clusters Score -413597.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -413633.875000 Penalty: 4009.024658
	Iteration 36Q: 3 clusters Score -413633.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -413664.437500 Penalty: 4009.024658
	Iteration 37Q: 3 clusters Score -413664.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -413691.500000 Penalty: 4009.024658
	Iteration 38Q: 3 clusters Score -413691.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -413718.437500 Penalty: 4009.024658
	Iteration 39Q: 3 clusters Score -413718.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -413765.625000 Penalty: 4009.024658
	Iteration 40F: 3 clusters Score -413765.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -413812.437500 Penalty: 4009.024658
	Iteration 41Q: 3 clusters Score -413812.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -413842.937500 Penalty: 4009.024658
	Iteration 42Q: 3 clusters Score -413842.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -413868.656250 Penalty: 4009.024658
	Iteration 43Q: 3 clusters Score -413868.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -413886.343750 Penalty: 4009.024658
	Iteration 44Q: 3 clusters Score -413886.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -413897.437500 Penalty: 4009.024658
	Iteration 45Q: 3 clusters Score -413897.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -413911.875000 Penalty: 4009.024658
	Iteration 46Q: 3 clusters Score -413911.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -413931.906250 Penalty: 4009.024658
	Iteration 47Q: 3 clusters Score -413931.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -413951.156250 Penalty: 4009.024658
	Iteration 48Q: 3 clusters Score -413951.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -413963.000000 Penalty: 4009.024658
	Iteration 49Q: 3 clusters Score -413963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -413972.187500 Penalty: 4009.024658
	Iteration 50Q: 3 clusters Score -413972.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -413980.281250 Penalty: 4009.024658
	Iteration 51Q: 3 clusters Score -413980.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -413985.875000 Penalty: 4009.024658
	Iteration 52Q: 3 clusters Score -413985.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -413988.687500 Penalty: 4009.024658
	Iteration 53Q: 3 clusters Score -413988.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -413993.343750 Penalty: 4009.024658
	Iteration 54Q: 3 clusters Score -413993.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -413997.218750 Penalty: 4009.024658
	Iteration 55Q: 3 clusters Score -413997.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -414000.937500 Penalty: 4009.024658
	Iteration 56Q: 3 clusters Score -414000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -414001.781250 Penalty: 4009.024658
	Iteration 57Q: 3 clusters Score -414001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -414001.812500 Penalty: 4009.024658
	Iteration 58Q: 3 clusters Score -414001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -414003.281250 Penalty: 4009.024658
	Iteration 59Q: 3 clusters Score -414003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -414003.468750 Penalty: 4009.024658
	Iteration 60F: 3 clusters Score -414003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -414004.687500 Penalty: 4009.024658
	Iteration 61Q: 3 clusters Score -414004.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -414006.187500 Penalty: 4009.024658
	Iteration 62Q: 3 clusters Score -414006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -414008.125000 Penalty: 4009.024658
	Iteration 63Q: 3 clusters Score -414008.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -414009.250000 Penalty: 4009.024658
	Iteration 64Q: 3 clusters Score -414009.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -414009.250000 Penalty: 4009.024658
	Iteration 65F: 3 clusters Score -414009.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -12104.263672 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -12104.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -11252.399414 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -11252.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (147508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147508 members 
Entering Unmasked Estep 
Score: -20374518.000000 Penalty: 2951.606201
	Iteration 0F: 2 clusters Score -2.037452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -20277052.000000 Penalty: 5903.212402
	Iteration 0F: 3 clusters Score -2.027705e+07 nChanged 70445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -20317384.000000 Penalty: 5903.212402
	Iteration 1F: 3 clusters Score -2.031738e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -20318382.000000 Penalty: 5903.212402
	Iteration 2Q: 3 clusters Score -2.031838e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67259 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -20319666.000000 Penalty: 5903.212402
	Iteration 3Q: 3 clusters Score -2.031967e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -20321764.000000 Penalty: 5903.212402
	Iteration 4Q: 3 clusters Score -2.032176e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -20325048.000000 Penalty: 5903.212402
	Iteration 5Q: 3 clusters Score -2.032505e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 97483 members 
Entering Unmasked Estep 
Score: -20330422.000000 Penalty: 5903.212402
	Iteration 6F: 3 clusters Score -2.033042e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 107528 members 
Entering Unmasked Estep 
Score: -20338658.000000 Penalty: 5903.212402
	Iteration 7F: 3 clusters Score -2.033866e+07 nChanged 11788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 118512 members 
Entering Unmasked Estep 
Score: -20349086.000000 Penalty: 5903.212402
	Iteration 8F: 3 clusters Score -2.034909e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 127743 members 
Entering Unmasked Estep 
Score: -20358798.000000 Penalty: 5903.212402
	Iteration 9F: 3 clusters Score -2.03588e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 133479 members 
Entering Unmasked Estep 
Score: -20365360.000000 Penalty: 5903.212402
	Iteration 10Q: 3 clusters Score -2.036536e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 136491 members 
Entering Unmasked Estep 
Score: -20368814.000000 Penalty: 5903.212402
	Iteration 11Q: 3 clusters Score -2.036881e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 138215 members 
Entering Unmasked Estep 
Score: -20370272.000000 Penalty: 5903.212402
	Iteration 12Q: 3 clusters Score -2.037027e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 139416 members 
Entering Unmasked Estep 
Score: -20370988.000000 Penalty: 5903.212402
	Iteration 13Q: 3 clusters Score -2.037099e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 140396 members 
Entering Unmasked Estep 
Score: -20371532.000000 Penalty: 5903.212402
	Iteration 14Q: 3 clusters Score -2.037153e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 141222 members 
Entering Unmasked Estep 
Score: -20371800.000000 Penalty: 5903.212402
	Iteration 15Q: 3 clusters Score -2.03718e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 141870 members 
Entering Unmasked Estep 
Score: -20371992.000000 Penalty: 5903.212402
	Iteration 16Q: 3 clusters Score -2.037199e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 142415 members 
Entering Unmasked Estep 
Score: -20372066.000000 Penalty: 5903.212402
	Iteration 17Q: 3 clusters Score -2.037207e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 142899 members 
Entering Unmasked Estep 
Score: -20372182.000000 Penalty: 5903.212402
	Iteration 18Q: 3 clusters Score -2.037218e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 143289 members 
Entering Unmasked Estep 
Score: -20372310.000000 Penalty: 5903.212402
	Iteration 19Q: 3 clusters Score -2.037231e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 143635 members 
Entering Unmasked Estep 
Score: -20372362.000000 Penalty: 5903.212402
	Iteration 20F: 3 clusters Score -2.037236e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 143929 members 
Entering Unmasked Estep 
Score: -20372380.000000 Penalty: 5903.212402
	Iteration 21Q: 3 clusters Score -2.037238e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 144198 members 
Entering Unmasked Estep 
Score: -20372478.000000 Penalty: 5903.212402
	Iteration 22Q: 3 clusters Score -2.037248e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 144437 members 
Entering Unmasked Estep 
Score: -20372544.000000 Penalty: 5903.212402
	Iteration 23Q: 3 clusters Score -2.037254e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 144606 members 
Entering Unmasked Estep 
Score: -20372588.000000 Penalty: 5903.212402
	Iteration 24Q: 3 clusters Score -2.037259e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 144750 members 
Entering Unmasked Estep 
Score: -20372618.000000 Penalty: 5903.212402
	Iteration 25Q: 3 clusters Score -2.037262e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 144899 members 
Entering Unmasked Estep 
Score: -20372600.000000 Penalty: 5903.212402
	Iteration 26Q: 3 clusters Score -2.03726e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 145020 members 
Entering Unmasked Estep 
Score: -20372596.000000 Penalty: 5903.212402
	Iteration 27Q: 3 clusters Score -2.03726e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 145130 members 
Entering Unmasked Estep 
Score: -20372624.000000 Penalty: 5903.212402
	Iteration 28Q: 3 clusters Score -2.037262e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 145239 members 
Entering Unmasked Estep 
Score: -20372664.000000 Penalty: 5903.212402
	Iteration 29Q: 3 clusters Score -2.037266e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 145336 members 
Entering Unmasked Estep 
Score: -20372670.000000 Penalty: 5903.212402
	Iteration 30Q: 3 clusters Score -2.037267e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 145422 members 
Entering Unmasked Estep 
Score: -20372656.000000 Penalty: 5903.212402
	Iteration 31Q: 3 clusters Score -2.037266e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 145499 members 
Entering Unmasked Estep 
Score: -20372644.000000 Penalty: 5903.212402
	Iteration 32Q: 3 clusters Score -2.037264e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 145562 members 
Entering Unmasked Estep 
Score: -20372656.000000 Penalty: 5903.212402
	Iteration 33Q: 3 clusters Score -2.037266e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 145618 members 
Entering Unmasked Estep 
Score: -20372682.000000 Penalty: 5903.212402
	Iteration 34Q: 3 clusters Score -2.037268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 145661 members 
Entering Unmasked Estep 
Score: -20372676.000000 Penalty: 5903.212402
	Iteration 35Q: 3 clusters Score -2.037268e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 145703 members 
Entering Unmasked Estep 
Score: -20372694.000000 Penalty: 5903.212402
	Iteration 36Q: 3 clusters Score -2.037269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 145733 members 
Entering Unmasked Estep 
Score: -20372668.000000 Penalty: 5903.212402
	Iteration 37Q: 3 clusters Score -2.037267e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 145766 members 
Entering Unmasked Estep 
Score: -20372688.000000 Penalty: 5903.212402
	Iteration 38Q: 3 clusters Score -2.037269e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 145782 members 
Entering Unmasked Estep 
Score: -20372686.000000 Penalty: 5903.212402
	Iteration 39Q: 3 clusters Score -2.037269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 145797 members 
Entering Unmasked Estep 
Score: -20372676.000000 Penalty: 5903.212402
	Iteration 40F: 3 clusters Score -2.037268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 145809 members 
Entering Unmasked Estep 
Score: -20372688.000000 Penalty: 5903.212402
	Iteration 41Q: 3 clusters Score -2.037269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 145823 members 
Entering Unmasked Estep 
Score: -20372686.000000 Penalty: 5903.212402
	Iteration 42Q: 3 clusters Score -2.037269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 145830 members 
Entering Unmasked Estep 
Score: -20372666.000000 Penalty: 5903.212402
	Iteration 43Q: 3 clusters Score -2.037267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 145838 members 
Entering Unmasked Estep 
Score: -20372664.000000 Penalty: 5903.212402
	Iteration 44Q: 3 clusters Score -2.037266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 145841 members 
Entering Unmasked Estep 
Score: -20372662.000000 Penalty: 5903.212402
	Iteration 45Q: 3 clusters Score -2.037266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 145847 members 
Entering Unmasked Estep 
Score: -20372682.000000 Penalty: 5903.212402
	Iteration 46Q: 3 clusters Score -2.037268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 145851 members 
Entering Unmasked Estep 
Score: -20372696.000000 Penalty: 5903.212402
	Iteration 47Q: 3 clusters Score -2.03727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 145854 members 
Entering Unmasked Estep 
Score: -20372692.000000 Penalty: 5903.212402
	Iteration 48Q: 3 clusters Score -2.037269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 145861 members 
Entering Unmasked Estep 
Score: -20372698.000000 Penalty: 5903.212402
	Iteration 49Q: 3 clusters Score -2.03727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 145867 members 
Entering Unmasked Estep 
Score: -20372688.000000 Penalty: 5903.212402
	Iteration 50Q: 3 clusters Score -2.037269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 145868 members 
Entering Unmasked Estep 
Score: -20372690.000000 Penalty: 5903.212402
	Iteration 51Q: 3 clusters Score -2.037269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 145868 members 
Entering Unmasked Estep 
Score: -20372690.000000 Penalty: 5903.212402
	Iteration 52F: 3 clusters Score -2.037269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Entering Unmasked Estep 
Score: -4627753.000000 Penalty: 2588.047119
	Iteration 0F: 2 clusters Score -4627753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4604648.500000 Penalty: 5176.094238
	Iteration 0F: 3 clusters Score -4604648 nChanged 15379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -4613292.000000 Penalty: 5176.094238
	Iteration 1F: 3 clusters Score -4613292 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -4614044.000000 Penalty: 5176.094238
	Iteration 2F: 3 clusters Score -4614044 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4614828.000000 Penalty: 5176.094238
	Iteration 3Q: 3 clusters Score -4614828 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4615830.500000 Penalty: 5176.094238
	Iteration 4F: 3 clusters Score -4615830 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4616936.000000 Penalty: 5176.094238
	Iteration 5F: 3 clusters Score -4616936 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -4618007.500000 Penalty: 5176.094238
	Iteration 6F: 3 clusters Score -4618008 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4618959.500000 Penalty: 5176.094238
	Iteration 7F: 3 clusters Score -4618960 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -4619848.000000 Penalty: 5176.094238
	Iteration 8Q: 3 clusters Score -4619848 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -4620591.000000 Penalty: 5176.094238
	Iteration 9Q: 3 clusters Score -4620591 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -4621164.000000 Penalty: 5176.094238
	Iteration 10Q: 3 clusters Score -4621164 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4621548.500000 Penalty: 5176.094238
	Iteration 11Q: 3 clusters Score -4621548 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -4621885.500000 Penalty: 5176.094238
	Iteration 12Q: 3 clusters Score -4621886 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -4622115.500000 Penalty: 5176.094238
	Iteration 13Q: 3 clusters Score -4622116 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4622281.500000 Penalty: 5176.094238
	Iteration 14Q: 3 clusters Score -4622282 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -4622396.000000 Penalty: 5176.094238
	Iteration 15Q: 3 clusters Score -4622396 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -4622480.500000 Penalty: 5176.094238
	Iteration 16Q: 3 clusters Score -4622480 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -4622553.500000 Penalty: 5176.094238
	Iteration 17Q: 3 clusters Score -4622554 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4622619.000000 Penalty: 5176.094238
	Iteration 18Q: 3 clusters Score -4622619 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -4622683.500000 Penalty: 5176.094238
	Iteration 19Q: 3 clusters Score -4622684 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4622731.500000 Penalty: 5176.094238
	Iteration 20F: 3 clusters Score -4622732 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4622737 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4622790 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4622858 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4622884 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4622925 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4622963 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4623014 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4623053 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -4623101.000000 Penalty: 5176.094238
	Iteration 29Q: 3 clusters Score -4623101 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -4623169.000000 Penalty: 5176.094238
	Iteration 30Q: 3 clusters Score -4623169 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4623206 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4623250 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4623290 nChanged 248
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Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4623328 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4623368 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4623390 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -4623403.500000 Penalty: 5176.094238
	Iteration 37Q: 3 clusters Score -4623404 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4623463 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4623496 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4623530.500000 Penalty: 5176.094238
	Iteration 40F: 3 clusters Score -4623530 nChanged 218
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Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4623568 nChanged 213
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Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4623601 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4623636 nChanged 214
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Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4623662 nChanged 203
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Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4623704 nChanged 197
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Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4623719 nChanged 190
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Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4623761 nChanged 174
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Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4623808 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4623816 nChanged 170
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Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4623843 nChanged 173
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Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4623864 nChanged 170
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Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4623886 nChanged 192
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Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4623908 nChanged 183
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Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4623940 nChanged 195
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Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4623973 nChanged 198
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Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4624008 nChanged 189
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Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4624022 nChanged 181
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Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4624060 nChanged 189
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Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4624078 nChanged 200
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Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -4624107.500000 Penalty: 5176.094238
	Iteration 60F: 3 clusters Score -4624108 nChanged 214
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Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4624123 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -4624159.000000 Penalty: 5176.094238
	Iteration 62Q: 3 clusters Score -4624159 nChanged 185
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Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4624188.500000 Penalty: 5176.094238
	Iteration 63Q: 3 clusters Score -4624188 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4624245 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -4624304.500000 Penalty: 5176.094238
	Iteration 65Q: 3 clusters Score -4624304 nChanged 208
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Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4624346 nChanged 179
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Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -4624364.000000 Penalty: 5176.094238
	Iteration 67Q: 3 clusters Score -4624364 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4624390 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4624442 nChanged 208
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Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4624508 nChanged 206
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Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4624556 nChanged 203
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Mstep: Class 1 contains 27836 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4624582 nChanged 190
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Mstep: Class 1 contains 28024 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4624626 nChanged 196
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Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4624674 nChanged 179
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Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4624712.000000 Penalty: 5176.094238
	Iteration 75Q: 3 clusters Score -4624712 nChanged 174
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Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4624760 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28726 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4624800 nChanged 178
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Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -4624835.500000 Penalty: 5176.094238
	Iteration 78Q: 3 clusters Score -4624836 nChanged 173
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Mstep: Class 1 contains 29067 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4624874 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -4624913.500000 Penalty: 5176.094238
	Iteration 80F: 3 clusters Score -4624914 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -4624951.000000 Penalty: 5176.094238
	Iteration 81Q: 3 clusters Score -4624951 nChanged 143
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Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4624988 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29640 members 
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Entering Unmasked Estep 
Score: -4625041.500000 Penalty: 5176.094238
	Iteration 83Q: 3 clusters Score -4625042 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4625068 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -4625097.000000 Penalty: 5176.094238
	Iteration 85Q: 3 clusters Score -4625097 nChanged 138
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Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4625138.000000 Penalty: 5176.094238
	Iteration 86Q: 3 clusters Score -4625138 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30171 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4625180 nChanged 133
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Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -4625212.000000 Penalty: 5176.094238
	Iteration 88Q: 3 clusters Score -4625212 nChanged 117
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Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4625233.500000 Penalty: 5176.094238
	Iteration 89Q: 3 clusters Score -4625234 nChanged 125
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Mstep: Class 1 contains 30536 members 
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Entering Unmasked Estep 
Score: -4625271.000000 Penalty: 5176.094238
	Iteration 90Q: 3 clusters Score -4625271 nChanged 108
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Mstep: Class 1 contains 30636 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4625285 nChanged 103
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Mstep: Class 1 contains 30737 members 
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Entering Unmasked Estep 
Score: -4625317.500000 Penalty: 5176.094238
	Iteration 92Q: 3 clusters Score -4625318 nChanged 98
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Mstep: Class 1 contains 30831 members 
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Entering Unmasked Estep 
Score: -4625352.000000 Penalty: 5176.094238
	Iteration 93Q: 3 clusters Score -4625352 nChanged 100
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Mstep: Class 1 contains 30931 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4625399 nChanged 107
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Mstep: Class 1 contains 31032 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4625414 nChanged 100
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Mstep: Class 1 contains 31128 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4625450 nChanged 104
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4625470 nChanged 94
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Mstep: Class 1 contains 31316 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4625500 nChanged 76
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Mstep: Class 1 contains 31386 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4625514 nChanged 87
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Mstep: Class 1 contains 31473 members 
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Entering Unmasked Estep 
Score: -4625543.500000 Penalty: 5176.094238
	Iteration 100F: 3 clusters Score -4625544 nChanged 90
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Mstep: Class 1 contains 31561 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4625565 nChanged 110
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Mstep: Class 1 contains 31667 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4625610 nChanged 91
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Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4625649 nChanged 85
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Mstep: Class 1 contains 31837 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4625687 nChanged 75
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Mstep: Class 1 contains 31906 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4625720 nChanged 70
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Mstep: Class 1 contains 31970 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4625744 nChanged 61
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Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4625770 nChanged 61
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Mstep: Class 1 contains 32072 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4625800 nChanged 49
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Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4625813.500000 Penalty: 5176.094238
	Iteration 109Q: 3 clusters Score -4625814 nChanged 58
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Mstep: Class 1 contains 32157 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4625841 nChanged 57
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4625888 nChanged 73
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Entering Unmasked Estep 
Score: -4625919.500000 Penalty: 5176.094238
	Iteration 112Q: 3 clusters Score -4625920 nChanged 70
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Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4625944 nChanged 61
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4625984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4626023.000000 Penalty: 5176.094238
	Iteration 115Q: 3 clusters Score -4626023 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4626054.500000 Penalty: 5176.094238
	Iteration 116Q: 3 clusters Score -4626054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4626064.500000 Penalty: 5176.094238
	Iteration 117Q: 3 clusters Score -4626064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4626075.000000 Penalty: 5176.094238
	Iteration 118Q: 3 clusters Score -4626075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4626096.000000 Penalty: 5176.094238
	Iteration 119Q: 3 clusters Score -4626096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4626103.000000 Penalty: 5176.094238
	Iteration 120F: 3 clusters Score -4626103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4626112.000000 Penalty: 5176.094238
	Iteration 121Q: 3 clusters Score -4626112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4626132.500000 Penalty: 5176.094238
	Iteration 122Q: 3 clusters Score -4626132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4626132.500000 Penalty: 5176.094238
	Iteration 123Q: 3 clusters Score -4626132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4626138.500000 Penalty: 5176.094238
	Iteration 124Q: 3 clusters Score -4626138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4626151.500000 Penalty: 5176.094238
	Iteration 125Q: 3 clusters Score -4626152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4626152.500000 Penalty: 5176.094238
	Iteration 126Q: 3 clusters Score -4626152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4626153.500000 Penalty: 5176.094238
	Iteration 127Q: 3 clusters Score -4626154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4626162.500000 Penalty: 5176.094238
	Iteration 128Q: 3 clusters Score -4626162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4626159.000000 Penalty: 5176.094238
	Iteration 129Q: 3 clusters Score -4626159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4626165.500000 Penalty: 5176.094238
	Iteration 130Q: 3 clusters Score -4626166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4626167.500000 Penalty: 5176.094238
	Iteration 131Q: 3 clusters Score -4626168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4626167.500000 Penalty: 5176.094238
	Iteration 132F: 3 clusters Score -4626168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -33586.828125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -33586.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32373.949219 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -32373.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32497.621094 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -32497.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32554.962891 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -32554.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32590.888672 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -32590.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32630.123047 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -32630.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32693.738281 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -32693.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32720.683594 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -32720.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32740.566406 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -32740.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32752.171875 Penalty: 2801.891357
	Iteration 8Q: 3 clusters Score -32752.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32752.171875 Penalty: 2801.891357
	Iteration 9F: 3 clusters Score -32752.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -50654.781250 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -50654.78 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 222 members 
Entering Unmasked Estep 
Score: -49293.507812 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -49293.51 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49561.371094 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -49561.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49782.421875 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -49782.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50019.441406 Penalty: 3004.165039
	Iteration 3F: 3 clusters Score -50019.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50227.535156 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -50227.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50394.281250 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -50394.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50542.421875 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -50542.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50638.570312 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -50638.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50669.906250 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -50669.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50688.617188 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -50688.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50696.742188 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -50696.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50702.179688 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -50702.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50707.492188 Penalty: 3004.165039
	Iteration 12Q: 3 clusters Score -50707.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50707.492188 Penalty: 3004.165039
	Iteration 13F: 3 clusters Score -50707.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157481 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49781 members 
Mstep: Class 4 contains 89721 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169533 members 
Mstep: Class 8 contains 102405 members 
Mstep: Class 9 contains 207177 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 22127 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6705 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14478 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147508 members 
Mstep: Class 19 contains 34053 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 288 members 
Entering Unmasked Estep 
Score: -137447360.000000 Penalty: 82313.867188
Splitting cluster 21 changes total score from -137449600.000000 to -137447360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -68452.445312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -68452.45 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 268 members 
Entering Unmasked Estep 
Score: -66831.007812 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -66831.01 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67030.195312 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -67030.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67077.382812 Penalty: 3129.719482
	Iteration 2Q: 3 clusters Score -67077.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67118.695312 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -67118.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67132.226562 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -67132.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67138.351562 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -67138.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67151.546875 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -67151.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67153.054688 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -67153.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67154.281250 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -67154.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67154.281250 Penalty: 3129.719482
	Iteration 9F: 3 clusters Score -67154.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -146967.906250 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -146967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -144970.109375 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -144970.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -145283.328125 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -145283.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -145378.375000 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -145378.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -145443.750000 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -145443.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -145490.828125 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -145490.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -145526.312500 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -145526.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -145545.421875 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -145545.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145561.359375 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -145561.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -145577.859375 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -145577.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -145587.656250 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -145587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145593.843750 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -145593.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145600.093750 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -145600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -145602.656250 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -145602.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -145602.656250 Penalty: 3476.666748
	Iteration 13F: 3 clusters Score -145602.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157481 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49781 members 
Mstep: Class 4 contains 89721 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169533 members 
Mstep: Class 8 contains 102405 members 
Mstep: Class 9 contains 207177 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 22127 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6705 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14478 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147508 members 
Mstep: Class 19 contains 34053 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449376.000000 Penalty: 78884.125000
Iteration 399Q: 24 clusters Score -1.374494e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157484 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49789 members 
Mstep: Class 4 contains 89743 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169502 members 
Mstep: Class 8 contains 102431 members 
Mstep: Class 9 contains 207123 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 22126 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6699 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14485 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147528 members 
Mstep: Class 19 contains 34059 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449584.000000 Penalty: 78884.125000
Iteration 400F: 24 clusters Score -1.374496e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157458 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49787 members 
Mstep: Class 4 contains 89776 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169495 members 
Mstep: Class 8 contains 102462 members 
Mstep: Class 9 contains 207058 members 
Mstep: Class 10 contains 3337 members 
Mstep: Class 11 contains 22120 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6696 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147563 members 
Mstep: Class 19 contains 34063 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449392.000000 Penalty: 78884.125000
Iteration 401Q: 24 clusters Score -1.374494e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157437 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49780 members 
Mstep: Class 4 contains 89794 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169532 members 
Mstep: Class 8 contains 102494 members 
Mstep: Class 9 contains 206984 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 22115 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14491 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147582 members 
Mstep: Class 19 contains 34065 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449424.000000 Penalty: 78884.125000
Iteration 402Q: 24 clusters Score -1.374494e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157419 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49778 members 
Mstep: Class 4 contains 89798 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169565 members 
Mstep: Class 8 contains 102505 members 
Mstep: Class 9 contains 206919 members 
Mstep: Class 10 contains 3339 members 
Mstep: Class 11 contains 22104 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14494 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147625 members 
Mstep: Class 19 contains 34064 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449280.000000 Penalty: 78884.125000
Iteration 403Q: 24 clusters Score -1.374493e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157419 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49777 members 
Mstep: Class 4 contains 89808 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169577 members 
Mstep: Class 8 contains 102520 members 
Mstep: Class 9 contains 206863 members 
Mstep: Class 10 contains 3340 members 
Mstep: Class 11 contains 22100 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6694 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14494 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147648 members 
Mstep: Class 19 contains 34064 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449200.000000 Penalty: 78884.125000
Iteration 404Q: 24 clusters Score -1.374492e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157425 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49777 members 
Mstep: Class 4 contains 89832 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169585 members 
Mstep: Class 8 contains 102542 members 
Mstep: Class 9 contains 206797 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 22096 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6691 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14495 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147655 members 
Mstep: Class 19 contains 34067 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449088.000000 Penalty: 78884.125000
Iteration 405Q: 24 clusters Score -1.374491e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157415 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49777 members 
Mstep: Class 4 contains 89851 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169600 members 
Mstep: Class 8 contains 102561 members 
Mstep: Class 9 contains 206753 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 22093 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6691 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14495 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147656 members 
Mstep: Class 19 contains 34068 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449072.000000 Penalty: 78884.125000
Iteration 406Q: 24 clusters Score -1.374491e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157393 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49780 members 
Mstep: Class 4 contains 89868 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169622 members 
Mstep: Class 8 contains 102581 members 
Mstep: Class 9 contains 206702 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22087 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14501 members 
Mstep: Class 16 contains 3242 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147658 members 
Mstep: Class 19 contains 34072 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448960.000000 Penalty: 78884.125000
Iteration 407Q: 24 clusters Score -1.37449e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157392 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49778 members 
Mstep: Class 4 contains 89880 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169632 members 
Mstep: Class 8 contains 102594 members 
Mstep: Class 9 contains 206657 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22080 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14509 members 
Mstep: Class 16 contains 3242 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147664 members 
Mstep: Class 19 contains 34078 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448976.000000 Penalty: 78884.125000
Iteration 408Q: 24 clusters Score -1.37449e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157385 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49789 members 
Mstep: Class 4 contains 89893 members 
Mstep: Class 5 contains 1124 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169640 members 
Mstep: Class 8 contains 102613 members 
Mstep: Class 9 contains 206588 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22081 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6695 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14519 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147671 members 
Mstep: Class 19 contains 34086 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448864.000000 Penalty: 78884.125000
Iteration 409Q: 24 clusters Score -1.374489e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157396 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49801 members 
Mstep: Class 4 contains 89908 members 
Mstep: Class 5 contains 1124 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169645 members 
Mstep: Class 8 contains 102623 members 
Mstep: Class 9 contains 206518 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22079 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14528 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147679 members 
Mstep: Class 19 contains 34090 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448992.000000 Penalty: 78884.125000
Iteration 410Q: 24 clusters Score -1.37449e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157409 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49806 members 
Mstep: Class 4 contains 89941 members 
Mstep: Class 5 contains 1124 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169635 members 
Mstep: Class 8 contains 102635 members 
Mstep: Class 9 contains 206469 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22069 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6691 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14529 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147685 members 
Mstep: Class 19 contains 34093 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448896.000000 Penalty: 78884.125000
Iteration 411Q: 24 clusters Score -1.374489e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157421 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49813 members 
Mstep: Class 4 contains 89961 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169633 members 
Mstep: Class 8 contains 102647 members 
Mstep: Class 9 contains 206415 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22062 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14540 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147683 members 
Mstep: Class 19 contains 34092 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448800.000000 Penalty: 78884.125000
Iteration 412Q: 24 clusters Score -1.374488e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157436 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49815 members 
Mstep: Class 4 contains 89971 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169618 members 
Mstep: Class 8 contains 102658 members 
Mstep: Class 9 contains 206399 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22060 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6688 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14544 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147672 members 
Mstep: Class 19 contains 34096 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448880.000000 Penalty: 78884.125000
Iteration 413Q: 24 clusters Score -1.374489e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157459 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49817 members 
Mstep: Class 4 contains 89982 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169613 members 
Mstep: Class 8 contains 102673 members 
Mstep: Class 9 contains 206363 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22063 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6684 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14553 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147650 members 
Mstep: Class 19 contains 34100 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448816.000000 Penalty: 78884.125000
Iteration 414Q: 24 clusters Score -1.374488e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157480 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49816 members 
Mstep: Class 4 contains 89990 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169608 members 
Mstep: Class 8 contains 102697 members 
Mstep: Class 9 contains 206333 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22055 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14558 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147637 members 
Mstep: Class 19 contains 34101 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448816.000000 Penalty: 78884.125000
Iteration 415Q: 24 clusters Score -1.374488e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157489 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49818 members 
Mstep: Class 4 contains 90013 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169583 members 
Mstep: Class 8 contains 102713 members 
Mstep: Class 9 contains 206296 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22039 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6686 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14562 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147652 members 
Mstep: Class 19 contains 34105 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448672.000000 Penalty: 78884.125000
Iteration 416Q: 24 clusters Score -1.374487e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49818 members 
Mstep: Class 4 contains 90025 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169543 members 
Mstep: Class 8 contains 102737 members 
Mstep: Class 9 contains 206264 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22027 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6688 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14569 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147671 members 
Mstep: Class 19 contains 34110 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448512.000000 Penalty: 78884.125000
Iteration 417Q: 24 clusters Score -1.374485e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157507 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49823 members 
Mstep: Class 4 contains 90022 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169526 members 
Mstep: Class 8 contains 102747 members 
Mstep: Class 9 contains 206263 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22011 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6689 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14581 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147660 members 
Mstep: Class 19 contains 34129 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448416.000000 Penalty: 78884.125000
Iteration 418Q: 24 clusters Score -1.374484e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157485 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49822 members 
Mstep: Class 4 contains 90020 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169504 members 
Mstep: Class 8 contains 102765 members 
Mstep: Class 9 contains 206273 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22004 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14588 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147669 members 
Mstep: Class 19 contains 34137 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448336.000000 Penalty: 78884.125000
Iteration 419Q: 24 clusters Score -1.374483e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157497 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49819 members 
Mstep: Class 4 contains 90029 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169459 members 
Mstep: Class 8 contains 102761 members 
Mstep: Class 9 contains 206264 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21997 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6691 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14596 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147699 members 
Mstep: Class 19 contains 34144 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448336.000000 Penalty: 78884.125000
Iteration 420F: 24 clusters Score -1.374483e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49819 members 
Mstep: Class 4 contains 90037 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169426 members 
Mstep: Class 8 contains 102764 members 
Mstep: Class 9 contains 206242 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21990 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6694 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14603 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147719 members 
Mstep: Class 19 contains 34144 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448096.000000 Penalty: 78884.125000
Iteration 421Q: 24 clusters Score -1.374481e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49818 members 
Mstep: Class 4 contains 90044 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169398 members 
Mstep: Class 8 contains 102766 members 
Mstep: Class 9 contains 206214 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21997 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6695 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14610 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147730 members 
Mstep: Class 19 contains 34153 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448208.000000 Penalty: 78884.125000
Iteration 422Q: 24 clusters Score -1.374482e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157540 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49822 members 
Mstep: Class 4 contains 90058 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169371 members 
Mstep: Class 8 contains 102789 members 
Mstep: Class 9 contains 206162 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 22002 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6696 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14610 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147744 members 
Mstep: Class 19 contains 34162 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448368.000000 Penalty: 78884.125000
Iteration 423Q: 24 clusters Score -1.374484e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157565 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49824 members 
Mstep: Class 4 contains 90068 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169347 members 
Mstep: Class 8 contains 102811 members 
Mstep: Class 9 contains 206126 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21997 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14612 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147743 members 
Mstep: Class 19 contains 34168 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448352.000000 Penalty: 78884.125000
Iteration 424Q: 24 clusters Score -1.374484e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157572 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49824 members 
Mstep: Class 4 contains 90076 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169332 members 
Mstep: Class 8 contains 102833 members 
Mstep: Class 9 contains 206072 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21993 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6699 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14617 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147770 members 
Mstep: Class 19 contains 34173 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448432.000000 Penalty: 78884.125000
Iteration 425Q: 24 clusters Score -1.374484e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157577 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49823 members 
Mstep: Class 4 contains 90084 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169333 members 
Mstep: Class 8 contains 102850 members 
Mstep: Class 9 contains 206016 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21989 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14617 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147791 members 
Mstep: Class 19 contains 34179 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448384.000000 Penalty: 78884.125000
Iteration 426Q: 24 clusters Score -1.374484e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157583 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49826 members 
Mstep: Class 4 contains 90102 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169333 members 
Mstep: Class 8 contains 102861 members 
Mstep: Class 9 contains 205947 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21983 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6703 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14617 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147826 members 
Mstep: Class 19 contains 34180 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448096.000000 Penalty: 78884.125000
Iteration 427Q: 24 clusters Score -1.374481e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157571 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49833 members 
Mstep: Class 4 contains 90126 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169338 members 
Mstep: Class 8 contains 102875 members 
Mstep: Class 9 contains 205887 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21978 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6703 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14618 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147845 members 
Mstep: Class 19 contains 34187 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447952.000000 Penalty: 78884.125000
Iteration 428Q: 24 clusters Score -1.37448e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157577 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49834 members 
Mstep: Class 4 contains 90137 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169318 members 
Mstep: Class 8 contains 102884 members 
Mstep: Class 9 contains 205847 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14627 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147865 members 
Mstep: Class 19 contains 34193 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448080.000000 Penalty: 78884.125000
Iteration 429Q: 24 clusters Score -1.374481e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157594 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49834 members 
Mstep: Class 4 contains 90148 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169267 members 
Mstep: Class 8 contains 102891 members 
Mstep: Class 9 contains 205827 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21977 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6704 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14635 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147889 members 
Mstep: Class 19 contains 34193 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448096.000000 Penalty: 78884.125000
Iteration 430Q: 24 clusters Score -1.374481e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157600 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49839 members 
Mstep: Class 4 contains 90154 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169224 members 
Mstep: Class 8 contains 102903 members 
Mstep: Class 9 contains 205819 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6705 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14638 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147908 members 
Mstep: Class 19 contains 34193 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447936.000000 Penalty: 78884.125000
Iteration 431Q: 24 clusters Score -1.374479e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157601 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49842 members 
Mstep: Class 4 contains 90168 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169186 members 
Mstep: Class 8 contains 102914 members 
Mstep: Class 9 contains 205802 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21973 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6704 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14643 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147933 members 
Mstep: Class 19 contains 34193 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447904.000000 Penalty: 78884.125000
Iteration 432Q: 24 clusters Score -1.374479e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157596 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49844 members 
Mstep: Class 4 contains 90177 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169157 members 
Mstep: Class 8 contains 102927 members 
Mstep: Class 9 contains 205779 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21971 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14649 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147960 members 
Mstep: Class 19 contains 34191 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447824.000000 Penalty: 78884.125000
Iteration 433Q: 24 clusters Score -1.374478e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157601 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49843 members 
Mstep: Class 4 contains 90178 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169141 members 
Mstep: Class 8 contains 102941 members 
Mstep: Class 9 contains 205752 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21972 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14649 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147978 members 
Mstep: Class 19 contains 34192 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447824.000000 Penalty: 78884.125000
Iteration 434Q: 24 clusters Score -1.374478e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157592 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49839 members 
Mstep: Class 4 contains 90175 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169135 members 
Mstep: Class 8 contains 102950 members 
Mstep: Class 9 contains 205737 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21968 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14650 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148000 members 
Mstep: Class 19 contains 34201 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447856.000000 Penalty: 78884.125000
Iteration 435Q: 24 clusters Score -1.374479e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157590 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49844 members 
Mstep: Class 4 contains 90180 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169118 members 
Mstep: Class 8 contains 102957 members 
Mstep: Class 9 contains 205716 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21964 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14654 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148013 members 
Mstep: Class 19 contains 34210 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447904.000000 Penalty: 78884.125000
Iteration 436Q: 24 clusters Score -1.374479e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157586 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49842 members 
Mstep: Class 4 contains 90182 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169105 members 
Mstep: Class 8 contains 102977 members 
Mstep: Class 9 contains 205694 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21962 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14656 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148021 members 
Mstep: Class 19 contains 34221 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447904.000000 Penalty: 78884.125000
Iteration 437Q: 24 clusters Score -1.374479e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157589 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49842 members 
Mstep: Class 4 contains 90175 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169130 members 
Mstep: Class 8 contains 102989 members 
Mstep: Class 9 contains 205662 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21964 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14662 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148006 members 
Mstep: Class 19 contains 34229 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447856.000000 Penalty: 78884.125000
Iteration 438Q: 24 clusters Score -1.374479e+08 nChanged 307
Entering ConstructFrom: 
Score: -137447856.000000 Penalty: 78884.125000
Entering ConstructFrom: 
Trying to split cluster 1 (157604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157604 members 
Entering Unmasked Estep 
Score: -21758628.000000 Penalty: 2968.024658
	Iteration 0F: 2 clusters Score -2.175863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 78928 members 
Entering Unmasked Estep 
Score: -21655748.000000 Penalty: 5936.049316
	Iteration 0F: 3 clusters Score -2.165575e+07 nChanged 75621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76659 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -21699844.000000 Penalty: 5936.049316
	Iteration 1F: 3 clusters Score -2.169984e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -21701226.000000 Penalty: 5936.049316
	Iteration 2Q: 3 clusters Score -2.170123e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -21703112.000000 Penalty: 5936.049316
	Iteration 3Q: 3 clusters Score -2.170311e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 89161 members 
Entering Unmasked Estep 
Score: -21706000.000000 Penalty: 5936.049316
	Iteration 4Q: 3 clusters Score -2.1706e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 94851 members 
Entering Unmasked Estep 
Score: -21711420.000000 Penalty: 5936.049316
	Iteration 5F: 3 clusters Score -2.171142e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 102206 members 
Entering Unmasked Estep 
Score: -21719550.000000 Penalty: 5936.049316
	Iteration 6F: 3 clusters Score -2.171955e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 110018 members 
Entering Unmasked Estep 
Score: -21729996.000000 Penalty: 5936.049316
	Iteration 7F: 3 clusters Score -2.173e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 116334 members 
Entering Unmasked Estep 
Score: -21739418.000000 Penalty: 5936.049316
	Iteration 8F: 3 clusters Score -2.173942e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 120083 members 
Entering Unmasked Estep 
Score: -21744946.000000 Penalty: 5936.049316
	Iteration 9Q: 3 clusters Score -2.174495e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 122511 members 
Entering Unmasked Estep 
Score: -21747122.000000 Penalty: 5936.049316
	Iteration 10Q: 3 clusters Score -2.174712e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 124486 members 
Entering Unmasked Estep 
Score: -21748098.000000 Penalty: 5936.049316
	Iteration 11Q: 3 clusters Score -2.17481e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 126269 members 
Entering Unmasked Estep 
Score: -21748830.000000 Penalty: 5936.049316
	Iteration 12Q: 3 clusters Score -2.174883e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 127962 members 
Entering Unmasked Estep 
Score: -21749378.000000 Penalty: 5936.049316
	Iteration 13Q: 3 clusters Score -2.174938e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 129578 members 
Entering Unmasked Estep 
Score: -21750118.000000 Penalty: 5936.049316
	Iteration 14Q: 3 clusters Score -2.175012e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 131191 members 
Entering Unmasked Estep 
Score: -21750768.000000 Penalty: 5936.049316
	Iteration 15Q: 3 clusters Score -2.175077e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 132780 members 
Entering Unmasked Estep 
Score: -21751358.000000 Penalty: 5936.049316
	Iteration 16Q: 3 clusters Score -2.175136e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 134359 members 
Entering Unmasked Estep 
Score: -21751838.000000 Penalty: 5936.049316
	Iteration 17Q: 3 clusters Score -2.175184e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 136086 members 
Entering Unmasked Estep 
Score: -21752378.000000 Penalty: 5936.049316
	Iteration 18Q: 3 clusters Score -2.175238e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 137891 members 
Entering Unmasked Estep 
Score: -21752930.000000 Penalty: 5936.049316
	Iteration 19Q: 3 clusters Score -2.175293e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 139738 members 
Entering Unmasked Estep 
Score: -21753674.000000 Penalty: 5936.049316
	Iteration 20F: 3 clusters Score -2.175367e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 141549 members 
Entering Unmasked Estep 
Score: -21754174.000000 Penalty: 5936.049316
	Iteration 21Q: 3 clusters Score -2.175417e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 143318 members 
Entering Unmasked Estep 
Score: -21754810.000000 Penalty: 5936.049316
	Iteration 22Q: 3 clusters Score -2.175481e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 144994 members 
Entering Unmasked Estep 
Score: -21755230.000000 Penalty: 5936.049316
	Iteration 23Q: 3 clusters Score -2.175523e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 146573 members 
Entering Unmasked Estep 
Score: -21755588.000000 Penalty: 5936.049316
	Iteration 24Q: 3 clusters Score -2.175559e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 147966 members 
Entering Unmasked Estep 
Score: -21755818.000000 Penalty: 5936.049316
	Iteration 25Q: 3 clusters Score -2.175582e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 149263 members 
Entering Unmasked Estep 
Score: -21756004.000000 Penalty: 5936.049316
	Iteration 26Q: 3 clusters Score -2.1756e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 150367 members 
Entering Unmasked Estep 
Score: -21756130.000000 Penalty: 5936.049316
	Iteration 27Q: 3 clusters Score -2.175613e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 151327 members 
Entering Unmasked Estep 
Score: -21756332.000000 Penalty: 5936.049316
	Iteration 28Q: 3 clusters Score -2.175633e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 152159 members 
Entering Unmasked Estep 
Score: -21756500.000000 Penalty: 5936.049316
	Iteration 29Q: 3 clusters Score -2.17565e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 152865 members 
Entering Unmasked Estep 
Score: -21756604.000000 Penalty: 5936.049316
	Iteration 30Q: 3 clusters Score -2.17566e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 153438 members 
Entering Unmasked Estep 
Score: -21756590.000000 Penalty: 5936.049316
	Iteration 31Q: 3 clusters Score -2.175659e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 153911 members 
Entering Unmasked Estep 
Score: -21756664.000000 Penalty: 5936.049316
	Iteration 32Q: 3 clusters Score -2.175666e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 154311 members 
Entering Unmasked Estep 
Score: -21756768.000000 Penalty: 5936.049316
	Iteration 33Q: 3 clusters Score -2.175677e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 154631 members 
Entering Unmasked Estep 
Score: -21756818.000000 Penalty: 5936.049316
	Iteration 34Q: 3 clusters Score -2.175682e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 154887 members 
Entering Unmasked Estep 
Score: -21756792.000000 Penalty: 5936.049316
	Iteration 35Q: 3 clusters Score -2.175679e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 155100 members 
Entering Unmasked Estep 
Score: -21756852.000000 Penalty: 5936.049316
	Iteration 36Q: 3 clusters Score -2.175685e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 155269 members 
Entering Unmasked Estep 
Score: -21756826.000000 Penalty: 5936.049316
	Iteration 37Q: 3 clusters Score -2.175683e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 155397 members 
Entering Unmasked Estep 
Score: -21756786.000000 Penalty: 5936.049316
	Iteration 38Q: 3 clusters Score -2.175679e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 155495 members 
Entering Unmasked Estep 
Score: -21756786.000000 Penalty: 5936.049316
	Iteration 39Q: 3 clusters Score -2.175679e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 155577 members 
Entering Unmasked Estep 
Score: -21756828.000000 Penalty: 5936.049316
	Iteration 40F: 3 clusters Score -2.175683e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -21756814.000000 Penalty: 5936.049316
	Iteration 41Q: 3 clusters Score -2.175681e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 155705 members 
Entering Unmasked Estep 
Score: -21756826.000000 Penalty: 5936.049316
	Iteration 42Q: 3 clusters Score -2.175683e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 155749 members 
Entering Unmasked Estep 
Score: -21756848.000000 Penalty: 5936.049316
	Iteration 43Q: 3 clusters Score -2.175685e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 155798 members 
Entering Unmasked Estep 
Score: -21756868.000000 Penalty: 5936.049316
	Iteration 44Q: 3 clusters Score -2.175687e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 155836 members 
Entering Unmasked Estep 
Score: -21756864.000000 Penalty: 5936.049316
	Iteration 45Q: 3 clusters Score -2.175686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 155865 members 
Entering Unmasked Estep 
Score: -21756864.000000 Penalty: 5936.049316
	Iteration 46Q: 3 clusters Score -2.175686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 155891 members 
Entering Unmasked Estep 
Score: -21756856.000000 Penalty: 5936.049316
	Iteration 47Q: 3 clusters Score -2.175686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 155906 members 
Entering Unmasked Estep 
Score: -21756852.000000 Penalty: 5936.049316
	Iteration 48Q: 3 clusters Score -2.175685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 155918 members 
Entering Unmasked Estep 
Score: -21756842.000000 Penalty: 5936.049316
	Iteration 49Q: 3 clusters Score -2.175684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 155932 members 
Entering Unmasked Estep 
Score: -21756838.000000 Penalty: 5936.049316
	Iteration 50Q: 3 clusters Score -2.175684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 155936 members 
Entering Unmasked Estep 
Score: -21756832.000000 Penalty: 5936.049316
	Iteration 51Q: 3 clusters Score -2.175683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 155941 members 
Entering Unmasked Estep 
Score: -21756828.000000 Penalty: 5936.049316
	Iteration 52Q: 3 clusters Score -2.175683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 155945 members 
Entering Unmasked Estep 
Score: -21756824.000000 Penalty: 5936.049316
	Iteration 53Q: 3 clusters Score -2.175682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 155947 members 
Entering Unmasked Estep 
Score: -21756830.000000 Penalty: 5936.049316
	Iteration 54Q: 3 clusters Score -2.175683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 155948 members 
Entering Unmasked Estep 
Score: -21756824.000000 Penalty: 5936.049316
	Iteration 55Q: 3 clusters Score -2.175682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 155948 members 
Entering Unmasked Estep 
Score: -21756824.000000 Penalty: 5936.049316
	Iteration 56F: 3 clusters Score -2.175682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44493.824219 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -44493.82 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 175 members 
Entering Unmasked Estep 
Score: -43179.835938 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -43179.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43317.191406 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -43317.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43369.242188 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -43369.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43382.421875 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -43382.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43384.667969 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -43384.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43384.667969 Penalty: 2913.965820
	Iteration 5F: 3 clusters Score -43384.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Entering Unmasked Estep 
Score: -6706585.500000 Penalty: 2682.495117
	Iteration 0F: 2 clusters Score -6706586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -6673214.500000 Penalty: 5364.990234
	Iteration 0F: 3 clusters Score -6673214 nChanged 22950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -6685971.500000 Penalty: 5364.990234
	Iteration 1F: 3 clusters Score -6685972 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -6686676.500000 Penalty: 5364.990234
	Iteration 2Q: 3 clusters Score -6686676 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -6687448.000000 Penalty: 5364.990234
	Iteration 3Q: 3 clusters Score -6687448 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -6688405.000000 Penalty: 5364.990234
	Iteration 4Q: 3 clusters Score -6688405 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -6689353.500000 Penalty: 5364.990234
	Iteration 5Q: 3 clusters Score -6689354 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -6690426.500000 Penalty: 5364.990234
	Iteration 6Q: 3 clusters Score -6690426 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -6691596.500000 Penalty: 5364.990234
	Iteration 7Q: 3 clusters Score -6691596 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -6692788.500000 Penalty: 5364.990234
	Iteration 8Q: 3 clusters Score -6692788 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -6693883.000000 Penalty: 5364.990234
	Iteration 9Q: 3 clusters Score -6693883 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -6694635.500000 Penalty: 5364.990234
	Iteration 10Q: 3 clusters Score -6694636 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -6695281.500000 Penalty: 5364.990234
	Iteration 11Q: 3 clusters Score -6695282 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -6695760.500000 Penalty: 5364.990234
	Iteration 12Q: 3 clusters Score -6695760 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -6696104.000000 Penalty: 5364.990234
	Iteration 13Q: 3 clusters Score -6696104 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -6696313.500000 Penalty: 5364.990234
	Iteration 14Q: 3 clusters Score -6696314 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -6696415.500000 Penalty: 5364.990234
	Iteration 15Q: 3 clusters Score -6696416 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -6696528.000000 Penalty: 5364.990234
	Iteration 16Q: 3 clusters Score -6696528 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -6696604.000000 Penalty: 5364.990234
	Iteration 17Q: 3 clusters Score -6696604 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -6696682.000000 Penalty: 5364.990234
	Iteration 18Q: 3 clusters Score -6696682 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -6696709.000000 Penalty: 5364.990234
	Iteration 19Q: 3 clusters Score -6696709 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -6696765.500000 Penalty: 5364.990234
	Iteration 20F: 3 clusters Score -6696766 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -6696823.000000 Penalty: 5364.990234
	Iteration 21Q: 3 clusters Score -6696823 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -6696858.000000 Penalty: 5364.990234
	Iteration 22Q: 3 clusters Score -6696858 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -6696873.000000 Penalty: 5364.990234
	Iteration 23Q: 3 clusters Score -6696873 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -6696917.500000 Penalty: 5364.990234
	Iteration 24Q: 3 clusters Score -6696918 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -6696950.500000 Penalty: 5364.990234
	Iteration 25Q: 3 clusters Score -6696950 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -6696997.500000 Penalty: 5364.990234
	Iteration 26Q: 3 clusters Score -6696998 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -6697053.500000 Penalty: 5364.990234
	Iteration 27Q: 3 clusters Score -6697054 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -6697122.000000 Penalty: 5364.990234
	Iteration 28Q: 3 clusters Score -6697122 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -6697231.500000 Penalty: 5364.990234
	Iteration 29Q: 3 clusters Score -6697232 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -6697354.000000 Penalty: 5364.990234
	Iteration 30Q: 3 clusters Score -6697354 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -6697467.500000 Penalty: 5364.990234
	Iteration 31Q: 3 clusters Score -6697468 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -6697591.500000 Penalty: 5364.990234
	Iteration 32Q: 3 clusters Score -6697592 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -6697737.500000 Penalty: 5364.990234
	Iteration 33Q: 3 clusters Score -6697738 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -6697959.500000 Penalty: 5364.990234
	Iteration 34Q: 3 clusters Score -6697960 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -6698126.000000 Penalty: 5364.990234
	Iteration 35Q: 3 clusters Score -6698126 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -6698328.500000 Penalty: 5364.990234
	Iteration 36Q: 3 clusters Score -6698328 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -6698555.500000 Penalty: 5364.990234
	Iteration 37Q: 3 clusters Score -6698556 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -6698753.500000 Penalty: 5364.990234
	Iteration 38Q: 3 clusters Score -6698754 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -6699016.500000 Penalty: 5364.990234
	Iteration 39Q: 3 clusters Score -6699016 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -6699261.000000 Penalty: 5364.990234
	Iteration 40F: 3 clusters Score -6699261 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -6699586.500000 Penalty: 5364.990234
	Iteration 41Q: 3 clusters Score -6699586 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -6699873.500000 Penalty: 5364.990234
	Iteration 42Q: 3 clusters Score -6699874 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -6700147.000000 Penalty: 5364.990234
	Iteration 43Q: 3 clusters Score -6700147 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -6700466.000000 Penalty: 5364.990234
	Iteration 44Q: 3 clusters Score -6700466 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -6700821.000000 Penalty: 5364.990234
	Iteration 45Q: 3 clusters Score -6700821 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -6701061.500000 Penalty: 5364.990234
	Iteration 46Q: 3 clusters Score -6701062 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -6701349.500000 Penalty: 5364.990234
	Iteration 47Q: 3 clusters Score -6701350 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -6701612.500000 Penalty: 5364.990234
	Iteration 48Q: 3 clusters Score -6701612 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -6701833.500000 Penalty: 5364.990234
	Iteration 49Q: 3 clusters Score -6701834 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -6702090.500000 Penalty: 5364.990234
	Iteration 50Q: 3 clusters Score -6702090 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -6702310.000000 Penalty: 5364.990234
	Iteration 51Q: 3 clusters Score -6702310 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -6702546.500000 Penalty: 5364.990234
	Iteration 52Q: 3 clusters Score -6702546 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -6702776.500000 Penalty: 5364.990234
	Iteration 53Q: 3 clusters Score -6702776 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -6702952.500000 Penalty: 5364.990234
	Iteration 54Q: 3 clusters Score -6702952 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -6703051.500000 Penalty: 5364.990234
	Iteration 55Q: 3 clusters Score -6703052 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -6703191.500000 Penalty: 5364.990234
	Iteration 56Q: 3 clusters Score -6703192 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -6703293.500000 Penalty: 5364.990234
	Iteration 57Q: 3 clusters Score -6703294 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -6703433.000000 Penalty: 5364.990234
	Iteration 58Q: 3 clusters Score -6703433 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -6703553.000000 Penalty: 5364.990234
	Iteration 59Q: 3 clusters Score -6703553 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -6703643.500000 Penalty: 5364.990234
	Iteration 60F: 3 clusters Score -6703644 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -6703733.000000 Penalty: 5364.990234
	Iteration 61Q: 3 clusters Score -6703733 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -6703792.500000 Penalty: 5364.990234
	Iteration 62Q: 3 clusters Score -6703792 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -6703867.500000 Penalty: 5364.990234
	Iteration 63Q: 3 clusters Score -6703868 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -6703940.500000 Penalty: 5364.990234
	Iteration 64Q: 3 clusters Score -6703940 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -6703974.500000 Penalty: 5364.990234
	Iteration 65Q: 3 clusters Score -6703974 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6704021.500000 Penalty: 5364.990234
	Iteration 66Q: 3 clusters Score -6704022 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -6704052.500000 Penalty: 5364.990234
	Iteration 67Q: 3 clusters Score -6704052 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -6704080.000000 Penalty: 5364.990234
	Iteration 68Q: 3 clusters Score -6704080 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -6704112.500000 Penalty: 5364.990234
	Iteration 69Q: 3 clusters Score -6704112 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6704127.500000 Penalty: 5364.990234
	Iteration 70Q: 3 clusters Score -6704128 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -6704145.500000 Penalty: 5364.990234
	Iteration 71Q: 3 clusters Score -6704146 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -6704170.500000 Penalty: 5364.990234
	Iteration 72Q: 3 clusters Score -6704170 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -6704201.000000 Penalty: 5364.990234
	Iteration 73Q: 3 clusters Score -6704201 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6704213.000000 Penalty: 5364.990234
	Iteration 74Q: 3 clusters Score -6704213 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -6704234.500000 Penalty: 5364.990234
	Iteration 75Q: 3 clusters Score -6704234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6704222.500000 Penalty: 5364.990234
	Iteration 76Q: 3 clusters Score -6704222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6704238.500000 Penalty: 5364.990234
	Iteration 77Q: 3 clusters Score -6704238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6704229.000000 Penalty: 5364.990234
	Iteration 78Q: 3 clusters Score -6704229 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6704235.000000 Penalty: 5364.990234
	Iteration 79Q: 3 clusters Score -6704235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -6704249.500000 Penalty: 5364.990234
	Iteration 80F: 3 clusters Score -6704250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6704261.000000 Penalty: 5364.990234
	Iteration 81Q: 3 clusters Score -6704261 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6704274.500000 Penalty: 5364.990234
	Iteration 82Q: 3 clusters Score -6704274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -6704284.500000 Penalty: 5364.990234
	Iteration 83Q: 3 clusters Score -6704284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6704286.500000 Penalty: 5364.990234
	Iteration 84Q: 3 clusters Score -6704286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6704302.500000 Penalty: 5364.990234
	Iteration 85Q: 3 clusters Score -6704302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -6704305.000000 Penalty: 5364.990234
	Iteration 86Q: 3 clusters Score -6704305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6704320.500000 Penalty: 5364.990234
	Iteration 87Q: 3 clusters Score -6704320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6704328.500000 Penalty: 5364.990234
	Iteration 88Q: 3 clusters Score -6704328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6704344.500000 Penalty: 5364.990234
	Iteration 89Q: 3 clusters Score -6704344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6704351.500000 Penalty: 5364.990234
	Iteration 90Q: 3 clusters Score -6704352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6704354.000000 Penalty: 5364.990234
	Iteration 91Q: 3 clusters Score -6704354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6704361.500000 Penalty: 5364.990234
	Iteration 92Q: 3 clusters Score -6704362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6704364.000000 Penalty: 5364.990234
	Iteration 93Q: 3 clusters Score -6704364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6704368.500000 Penalty: 5364.990234
	Iteration 94Q: 3 clusters Score -6704368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6704374.000000 Penalty: 5364.990234
	Iteration 95Q: 3 clusters Score -6704374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6704367.000000 Penalty: 5364.990234
	Iteration 96Q: 3 clusters Score -6704367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6704372.500000 Penalty: 5364.990234
	Iteration 97Q: 3 clusters Score -6704372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6704378.000000 Penalty: 5364.990234
	Iteration 98Q: 3 clusters Score -6704378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6704381.500000 Penalty: 5364.990234
	Iteration 99Q: 3 clusters Score -6704382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6704394.000000 Penalty: 5364.990234
	Iteration 100F: 3 clusters Score -6704394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6704409.500000 Penalty: 5364.990234
	Iteration 101Q: 3 clusters Score -6704410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6704404.500000 Penalty: 5364.990234
	Iteration 102Q: 3 clusters Score -6704404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6704412.000000 Penalty: 5364.990234
	Iteration 103Q: 3 clusters Score -6704412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6704415.500000 Penalty: 5364.990234
	Iteration 104Q: 3 clusters Score -6704416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6704419.500000 Penalty: 5364.990234
	Iteration 105Q: 3 clusters Score -6704420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6704419.500000 Penalty: 5364.990234
	Iteration 106Q: 3 clusters Score -6704420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6704429.500000 Penalty: 5364.990234
	Iteration 107Q: 3 clusters Score -6704430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6704433.000000 Penalty: 5364.990234
	Iteration 108Q: 3 clusters Score -6704433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6704432.500000 Penalty: 5364.990234
	Iteration 109Q: 3 clusters Score -6704432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6704430.500000 Penalty: 5364.990234
	Iteration 110Q: 3 clusters Score -6704430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6704430.000000 Penalty: 5364.990234
	Iteration 111Q: 3 clusters Score -6704430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6704430.500000 Penalty: 5364.990234
	Iteration 112Q: 3 clusters Score -6704430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6704436.000000 Penalty: 5364.990234
	Iteration 113Q: 3 clusters Score -6704436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6704442.500000 Penalty: 5364.990234
	Iteration 114Q: 3 clusters Score -6704442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6704440.500000 Penalty: 5364.990234
	Iteration 115Q: 3 clusters Score -6704440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6704450.500000 Penalty: 5364.990234
	Iteration 116Q: 3 clusters Score -6704450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6704454.500000 Penalty: 5364.990234
	Iteration 117Q: 3 clusters Score -6704454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6704451.500000 Penalty: 5364.990234
	Iteration 118Q: 3 clusters Score -6704452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6704445.000000 Penalty: 5364.990234
	Iteration 119Q: 3 clusters Score -6704445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6704454.000000 Penalty: 5364.990234
	Iteration 120F: 3 clusters Score -6704454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6704453.500000 Penalty: 5364.990234
	Iteration 121Q: 3 clusters Score -6704454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6704455.500000 Penalty: 5364.990234
	Iteration 122Q: 3 clusters Score -6704456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6704456.000000 Penalty: 5364.990234
	Iteration 123Q: 3 clusters Score -6704456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6704464.500000 Penalty: 5364.990234
	Iteration 124Q: 3 clusters Score -6704464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6704461.000000 Penalty: 5364.990234
	Iteration 125Q: 3 clusters Score -6704461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6704463.500000 Penalty: 5364.990234
	Iteration 126Q: 3 clusters Score -6704464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6704455.000000 Penalty: 5364.990234
	Iteration 127Q: 3 clusters Score -6704455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6704457.500000 Penalty: 5364.990234
	Iteration 128Q: 3 clusters Score -6704458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6704454.000000 Penalty: 5364.990234
	Iteration 129Q: 3 clusters Score -6704454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6704459.500000 Penalty: 5364.990234
	Iteration 130Q: 3 clusters Score -6704460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6704461.500000 Penalty: 5364.990234
	Iteration 131Q: 3 clusters Score -6704462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6704456.500000 Penalty: 5364.990234
	Iteration 132Q: 3 clusters Score -6704456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6704462.500000 Penalty: 5364.990234
	Iteration 133Q: 3 clusters Score -6704462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6704459.500000 Penalty: 5364.990234
	Iteration 134Q: 3 clusters Score -6704460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6704460.000000 Penalty: 5364.990234
	Iteration 135Q: 3 clusters Score -6704460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6704456.500000 Penalty: 5364.990234
	Iteration 136Q: 3 clusters Score -6704456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6704458.000000 Penalty: 5364.990234
	Iteration 137Q: 3 clusters Score -6704458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6704458.000000 Penalty: 5364.990234
	Iteration 138F: 3 clusters Score -6704458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (90180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Entering Unmasked Estep 
Score: -12551366.000000 Penalty: 2829.571533
	Iteration 0F: 2 clusters Score -1.255137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -12491027.000000 Penalty: 5659.143066
	Iteration 0F: 3 clusters Score -1.249103e+07 nChanged 42541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -12515242.000000 Penalty: 5659.143066
	Iteration 1F: 3 clusters Score -1.251524e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -12516205.000000 Penalty: 5659.143066
	Iteration 2Q: 3 clusters Score -1.25162e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -12517388.000000 Penalty: 5659.143066
	Iteration 3Q: 3 clusters Score -1.251739e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -12518852.000000 Penalty: 5659.143066
	Iteration 4Q: 3 clusters Score -1.251885e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -12521291.000000 Penalty: 5659.143066
	Iteration 5F: 3 clusters Score -1.252129e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -12524893.000000 Penalty: 5659.143066
	Iteration 6F: 3 clusters Score -1.252489e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -12529931.000000 Penalty: 5659.143066
	Iteration 7F: 3 clusters Score -1.252993e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -12536078.000000 Penalty: 5659.143066
	Iteration 8F: 3 clusters Score -1.253608e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -12541791.000000 Penalty: 5659.143066
	Iteration 9F: 3 clusters Score -1.254179e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -12545767.000000 Penalty: 5659.143066
	Iteration 10Q: 3 clusters Score -1.254577e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -12547652.000000 Penalty: 5659.143066
	Iteration 11Q: 3 clusters Score -1.254765e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 89575 members 
Entering Unmasked Estep 
Score: -12548372.000000 Penalty: 5659.143066
	Iteration 12Q: 3 clusters Score -1.254837e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 89816 members 
Entering Unmasked Estep 
Score: -12548644.000000 Penalty: 5659.143066
	Iteration 13Q: 3 clusters Score -1.254864e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -12548735.000000 Penalty: 5659.143066
	Iteration 14Q: 3 clusters Score -1.254874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -12548800.000000 Penalty: 5659.143066
	Iteration 15Q: 3 clusters Score -1.25488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -12548835.000000 Penalty: 5659.143066
	Iteration 16Q: 3 clusters Score -1.254884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -12548854.000000 Penalty: 5659.143066
	Iteration 17Q: 3 clusters Score -1.254885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -12548873.000000 Penalty: 5659.143066
	Iteration 18Q: 3 clusters Score -1.254887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -12548885.000000 Penalty: 5659.143066
	Iteration 19Q: 3 clusters Score -1.254888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -12548890.000000 Penalty: 5659.143066
	Iteration 20F: 3 clusters Score -1.254889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -12548899.000000 Penalty: 5659.143066
	Iteration 21Q: 3 clusters Score -1.25489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -12548899.000000 Penalty: 5659.143066
	Iteration 22F: 3 clusters Score -1.25489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -142747.000000 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -142747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140774.312500 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -140774.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -141258.109375 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -141258.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -141539.875000 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -141539.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -141779.953125 Penalty: 3485.548096
	Iteration 3F: 3 clusters Score -141780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -141956.062500 Penalty: 3485.548096
	Iteration 4F: 3 clusters Score -141956.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -142040.109375 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -142040.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -142092.140625 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -142092.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -142116.234375 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -142116.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142133.703125 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -142133.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -142141.484375 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -142141.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -142149.234375 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -142149.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -142159.828125 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -142159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -142163.375000 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -142163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -142164.140625 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -142164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142164.921875 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -142164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142165.250000 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -142165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142165.250000 Penalty: 3485.548096
	Iteration 16F: 3 clusters Score -142165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -64840.933594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -64840.93 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 265 members 
Entering Unmasked Estep 
Score: -63347.007812 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -63347.01 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63513.722656 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -63513.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63591.218750 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -63591.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63648.300781 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -63648.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63673.195312 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -63673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63691.472656 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -63691.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63725.082031 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -63725.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63768.519531 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -63768.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63805.902344 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -63805.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63839.953125 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -63839.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63885.570312 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -63885.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63919.597656 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -63919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63934.250000 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -63934.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63942.539062 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -63942.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63946.558594 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -63946.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63946.558594 Penalty: 3124.278809
	Iteration 15F: 3 clusters Score -63946.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (169158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169158 members 
Entering Unmasked Estep 
Score: -23259072.000000 Penalty: 2985.570068
	Iteration 0F: 2 clusters Score -2.325907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -23147946.000000 Penalty: 5971.140137
	Iteration 0F: 3 clusters Score -2.314795e+07 nChanged 81165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -23196430.000000 Penalty: 5971.140137
	Iteration 1F: 3 clusters Score -2.319643e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -23198288.000000 Penalty: 5971.140137
	Iteration 2Q: 3 clusters Score -2.319829e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77910 members 
Mstep: Class 2 contains 91248 members 
Entering Unmasked Estep 
Score: -23200814.000000 Penalty: 5971.140137
	Iteration 3Q: 3 clusters Score -2.320081e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -23204062.000000 Penalty: 5971.140137
	Iteration 4Q: 3 clusters Score -2.320406e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -23208024.000000 Penalty: 5971.140137
	Iteration 5Q: 3 clusters Score -2.320802e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67554 members 
Mstep: Class 2 contains 101604 members 
Entering Unmasked Estep 
Score: -23213092.000000 Penalty: 5971.140137
	Iteration 6F: 3 clusters Score -2.321309e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -23219486.000000 Penalty: 5971.140137
	Iteration 7F: 3 clusters Score -2.321949e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 108935 members 
Entering Unmasked Estep 
Score: -23226910.000000 Penalty: 5971.140137
	Iteration 8F: 3 clusters Score -2.322691e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 111504 members 
Entering Unmasked Estep 
Score: -23233694.000000 Penalty: 5971.140137
	Iteration 9F: 3 clusters Score -2.323369e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 113415 members 
Entering Unmasked Estep 
Score: -23237898.000000 Penalty: 5971.140137
	Iteration 10Q: 3 clusters Score -2.32379e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 115121 members 
Entering Unmasked Estep 
Score: -23239916.000000 Penalty: 5971.140137
	Iteration 11Q: 3 clusters Score -2.323992e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 116791 members 
Entering Unmasked Estep 
Score: -23240986.000000 Penalty: 5971.140137
	Iteration 12Q: 3 clusters Score -2.324099e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 118500 members 
Entering Unmasked Estep 
Score: -23241506.000000 Penalty: 5971.140137
	Iteration 13Q: 3 clusters Score -2.324151e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -23242066.000000 Penalty: 5971.140137
	Iteration 14Q: 3 clusters Score -2.324207e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 121965 members 
Entering Unmasked Estep 
Score: -23242492.000000 Penalty: 5971.140137
	Iteration 15Q: 3 clusters Score -2.324249e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 123672 members 
Entering Unmasked Estep 
Score: -23243086.000000 Penalty: 5971.140137
	Iteration 16Q: 3 clusters Score -2.324309e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 125389 members 
Entering Unmasked Estep 
Score: -23243572.000000 Penalty: 5971.140137
	Iteration 17Q: 3 clusters Score -2.324357e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -23244102.000000 Penalty: 5971.140137
	Iteration 18Q: 3 clusters Score -2.32441e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 128969 members 
Entering Unmasked Estep 
Score: -23244578.000000 Penalty: 5971.140137
	Iteration 19Q: 3 clusters Score -2.324458e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 130843 members 
Entering Unmasked Estep 
Score: -23245088.000000 Penalty: 5971.140137
	Iteration 20F: 3 clusters Score -2.324509e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 132809 members 
Entering Unmasked Estep 
Score: -23245540.000000 Penalty: 5971.140137
	Iteration 21Q: 3 clusters Score -2.324554e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 134746 members 
Entering Unmasked Estep 
Score: -23246218.000000 Penalty: 5971.140137
	Iteration 22Q: 3 clusters Score -2.324622e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 136773 members 
Entering Unmasked Estep 
Score: -23246826.000000 Penalty: 5971.140137
	Iteration 23Q: 3 clusters Score -2.324683e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 138785 members 
Entering Unmasked Estep 
Score: -23247384.000000 Penalty: 5971.140137
	Iteration 24Q: 3 clusters Score -2.324738e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 140800 members 
Entering Unmasked Estep 
Score: -23248000.000000 Penalty: 5971.140137
	Iteration 25Q: 3 clusters Score -2.3248e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 142705 members 
Entering Unmasked Estep 
Score: -23248724.000000 Penalty: 5971.140137
	Iteration 26Q: 3 clusters Score -2.324872e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 144611 members 
Entering Unmasked Estep 
Score: -23249102.000000 Penalty: 5971.140137
	Iteration 27Q: 3 clusters Score -2.32491e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 146518 members 
Entering Unmasked Estep 
Score: -23249664.000000 Penalty: 5971.140137
	Iteration 28Q: 3 clusters Score -2.324966e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 148371 members 
Entering Unmasked Estep 
Score: -23250282.000000 Penalty: 5971.140137
	Iteration 29Q: 3 clusters Score -2.325028e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 150192 members 
Entering Unmasked Estep 
Score: -23250854.000000 Penalty: 5971.140137
	Iteration 30Q: 3 clusters Score -2.325085e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 151891 members 
Entering Unmasked Estep 
Score: -23251510.000000 Penalty: 5971.140137
	Iteration 31Q: 3 clusters Score -2.325151e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 153463 members 
Entering Unmasked Estep 
Score: -23251896.000000 Penalty: 5971.140137
	Iteration 32Q: 3 clusters Score -2.32519e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 154958 members 
Entering Unmasked Estep 
Score: -23252162.000000 Penalty: 5971.140137
	Iteration 33Q: 3 clusters Score -2.325216e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 156336 members 
Entering Unmasked Estep 
Score: -23252714.000000 Penalty: 5971.140137
	Iteration 34Q: 3 clusters Score -2.325271e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 157566 members 
Entering Unmasked Estep 
Score: -23252984.000000 Penalty: 5971.140137
	Iteration 35Q: 3 clusters Score -2.325298e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 158687 members 
Entering Unmasked Estep 
Score: -23253280.000000 Penalty: 5971.140137
	Iteration 36Q: 3 clusters Score -2.325328e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 159720 members 
Entering Unmasked Estep 
Score: -23253576.000000 Penalty: 5971.140137
	Iteration 37Q: 3 clusters Score -2.325358e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 160667 members 
Entering Unmasked Estep 
Score: -23253978.000000 Penalty: 5971.140137
	Iteration 38Q: 3 clusters Score -2.325398e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 161516 members 
Entering Unmasked Estep 
Score: -23254288.000000 Penalty: 5971.140137
	Iteration 39Q: 3 clusters Score -2.325429e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 162279 members 
Entering Unmasked Estep 
Score: -23254626.000000 Penalty: 5971.140137
	Iteration 40F: 3 clusters Score -2.325463e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 162954 members 
Entering Unmasked Estep 
Score: -23254906.000000 Penalty: 5971.140137
	Iteration 41Q: 3 clusters Score -2.325491e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 163555 members 
Entering Unmasked Estep 
Score: -23255162.000000 Penalty: 5971.140137
	Iteration 42Q: 3 clusters Score -2.325516e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 164089 members 
Entering Unmasked Estep 
Score: -23255338.000000 Penalty: 5971.140137
	Iteration 43Q: 3 clusters Score -2.325534e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 164532 members 
Entering Unmasked Estep 
Score: -23255506.000000 Penalty: 5971.140137
	Iteration 44Q: 3 clusters Score -2.325551e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 164943 members 
Entering Unmasked Estep 
Score: -23255660.000000 Penalty: 5971.140137
	Iteration 45Q: 3 clusters Score -2.325566e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 165270 members 
Entering Unmasked Estep 
Score: -23255748.000000 Penalty: 5971.140137
	Iteration 46Q: 3 clusters Score -2.325575e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 165560 members 
Entering Unmasked Estep 
Score: -23255802.000000 Penalty: 5971.140137
	Iteration 47Q: 3 clusters Score -2.32558e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 165792 members 
Entering Unmasked Estep 
Score: -23255902.000000 Penalty: 5971.140137
	Iteration 48Q: 3 clusters Score -2.32559e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 165993 members 
Entering Unmasked Estep 
Score: -23255956.000000 Penalty: 5971.140137
	Iteration 49Q: 3 clusters Score -2.325596e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 166156 members 
Entering Unmasked Estep 
Score: -23256014.000000 Penalty: 5971.140137
	Iteration 50Q: 3 clusters Score -2.325601e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 166276 members 
Entering Unmasked Estep 
Score: -23256118.000000 Penalty: 5971.140137
	Iteration 51Q: 3 clusters Score -2.325612e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 166378 members 
Entering Unmasked Estep 
Score: -23256124.000000 Penalty: 5971.140137
	Iteration 52Q: 3 clusters Score -2.325612e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -23256150.000000 Penalty: 5971.140137
	Iteration 53Q: 3 clusters Score -2.325615e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 166593 members 
Entering Unmasked Estep 
Score: -23256186.000000 Penalty: 5971.140137
	Iteration 54Q: 3 clusters Score -2.325619e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 166679 members 
Entering Unmasked Estep 
Score: -23256250.000000 Penalty: 5971.140137
	Iteration 55Q: 3 clusters Score -2.325625e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 166745 members 
Entering Unmasked Estep 
Score: -23256248.000000 Penalty: 5971.140137
	Iteration 56Q: 3 clusters Score -2.325625e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 166819 members 
Entering Unmasked Estep 
Score: -23256286.000000 Penalty: 5971.140137
	Iteration 57Q: 3 clusters Score -2.325629e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 166881 members 
Entering Unmasked Estep 
Score: -23256278.000000 Penalty: 5971.140137
	Iteration 58Q: 3 clusters Score -2.325628e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 166938 members 
Entering Unmasked Estep 
Score: -23256332.000000 Penalty: 5971.140137
	Iteration 59Q: 3 clusters Score -2.325633e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 166985 members 
Entering Unmasked Estep 
Score: -23256382.000000 Penalty: 5971.140137
	Iteration 60F: 3 clusters Score -2.325638e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 167021 members 
Entering Unmasked Estep 
Score: -23256356.000000 Penalty: 5971.140137
	Iteration 61Q: 3 clusters Score -2.325636e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 167059 members 
Entering Unmasked Estep 
Score: -23256378.000000 Penalty: 5971.140137
	Iteration 62Q: 3 clusters Score -2.325638e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 167094 members 
Entering Unmasked Estep 
Score: -23256368.000000 Penalty: 5971.140137
	Iteration 63Q: 3 clusters Score -2.325637e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 167125 members 
Entering Unmasked Estep 
Score: -23256356.000000 Penalty: 5971.140137
	Iteration 64Q: 3 clusters Score -2.325636e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 167143 members 
Entering Unmasked Estep 
Score: -23256396.000000 Penalty: 5971.140137
	Iteration 65Q: 3 clusters Score -2.32564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 167164 members 
Entering Unmasked Estep 
Score: -23256358.000000 Penalty: 5971.140137
	Iteration 66Q: 3 clusters Score -2.325636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 167186 members 
Entering Unmasked Estep 
Score: -23256380.000000 Penalty: 5971.140137
	Iteration 67Q: 3 clusters Score -2.325638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 167198 members 
Entering Unmasked Estep 
Score: -23256384.000000 Penalty: 5971.140137
	Iteration 68Q: 3 clusters Score -2.325638e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 167217 members 
Entering Unmasked Estep 
Score: -23256402.000000 Penalty: 5971.140137
	Iteration 69Q: 3 clusters Score -2.32564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 167240 members 
Entering Unmasked Estep 
Score: -23256410.000000 Penalty: 5971.140137
	Iteration 70Q: 3 clusters Score -2.325641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 167254 members 
Entering Unmasked Estep 
Score: -23256414.000000 Penalty: 5971.140137
	Iteration 71Q: 3 clusters Score -2.325641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 167270 members 
Entering Unmasked Estep 
Score: -23256384.000000 Penalty: 5971.140137
	Iteration 72Q: 3 clusters Score -2.325638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 167290 members 
Entering Unmasked Estep 
Score: -23256428.000000 Penalty: 5971.140137
	Iteration 73Q: 3 clusters Score -2.325643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 167301 members 
Entering Unmasked Estep 
Score: -23256436.000000 Penalty: 5971.140137
	Iteration 74Q: 3 clusters Score -2.325644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 167315 members 
Entering Unmasked Estep 
Score: -23256434.000000 Penalty: 5971.140137
	Iteration 75Q: 3 clusters Score -2.325643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 167336 members 
Entering Unmasked Estep 
Score: -23256448.000000 Penalty: 5971.140137
	Iteration 76Q: 3 clusters Score -2.325645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 167349 members 
Entering Unmasked Estep 
Score: -23256464.000000 Penalty: 5971.140137
	Iteration 77Q: 3 clusters Score -2.325646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 167361 members 
Entering Unmasked Estep 
Score: -23256464.000000 Penalty: 5971.140137
	Iteration 78Q: 3 clusters Score -2.325646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 167371 members 
Entering Unmasked Estep 
Score: -23256494.000000 Penalty: 5971.140137
	Iteration 79Q: 3 clusters Score -2.325649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 167381 members 
Entering Unmasked Estep 
Score: -23256518.000000 Penalty: 5971.140137
	Iteration 80F: 3 clusters Score -2.325652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 167388 members 
Entering Unmasked Estep 
Score: -23256510.000000 Penalty: 5971.140137
	Iteration 81Q: 3 clusters Score -2.325651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 167401 members 
Entering Unmasked Estep 
Score: -23256510.000000 Penalty: 5971.140137
	Iteration 82Q: 3 clusters Score -2.325651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 167410 members 
Entering Unmasked Estep 
Score: -23256504.000000 Penalty: 5971.140137
	Iteration 83Q: 3 clusters Score -2.32565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 167418 members 
Entering Unmasked Estep 
Score: -23256514.000000 Penalty: 5971.140137
	Iteration 84Q: 3 clusters Score -2.325651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 167421 members 
Entering Unmasked Estep 
Score: -23256518.000000 Penalty: 5971.140137
	Iteration 85Q: 3 clusters Score -2.325652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 167426 members 
Entering Unmasked Estep 
Score: -23256516.000000 Penalty: 5971.140137
	Iteration 86Q: 3 clusters Score -2.325652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 167429 members 
Entering Unmasked Estep 
Score: -23256520.000000 Penalty: 5971.140137
	Iteration 87Q: 3 clusters Score -2.325652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 167432 members 
Entering Unmasked Estep 
Score: -23256516.000000 Penalty: 5971.140137
	Iteration 88Q: 3 clusters Score -2.325652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 167435 members 
Entering Unmasked Estep 
Score: -23256528.000000 Penalty: 5971.140137
	Iteration 89Q: 3 clusters Score -2.325653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 167438 members 
Entering Unmasked Estep 
Score: -23256522.000000 Penalty: 5971.140137
	Iteration 90Q: 3 clusters Score -2.325652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 167443 members 
Entering Unmasked Estep 
Score: -23256532.000000 Penalty: 5971.140137
	Iteration 91Q: 3 clusters Score -2.325653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 167444 members 
Entering Unmasked Estep 
Score: -23256528.000000 Penalty: 5971.140137
	Iteration 92Q: 3 clusters Score -2.325653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 167445 members 
Entering Unmasked Estep 
Score: -23256538.000000 Penalty: 5971.140137
	Iteration 93Q: 3 clusters Score -2.325654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 167447 members 
Entering Unmasked Estep 
Score: -23256534.000000 Penalty: 5971.140137
	Iteration 94Q: 3 clusters Score -2.325653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 167450 members 
Entering Unmasked Estep 
Score: -23256530.000000 Penalty: 5971.140137
	Iteration 95Q: 3 clusters Score -2.325653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -23256524.000000 Penalty: 5971.140137
	Iteration 96Q: 3 clusters Score -2.325652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 167455 members 
Entering Unmasked Estep 
Score: -23256532.000000 Penalty: 5971.140137
	Iteration 97Q: 3 clusters Score -2.325653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 167455 members 
Entering Unmasked Estep 
Score: -23256532.000000 Penalty: 5971.140137
	Iteration 98F: 3 clusters Score -2.325653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (103002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Entering Unmasked Estep 
Score: -14286618.000000 Penalty: 2862.540771
	Iteration 0F: 2 clusters Score -1.428662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -14217515.000000 Penalty: 5725.081543
	Iteration 0F: 3 clusters Score -1.421752e+07 nChanged 48962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -14245351.000000 Penalty: 5725.081543
	Iteration 1F: 3 clusters Score -1.424535e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -14245918.000000 Penalty: 5725.081543
	Iteration 2Q: 3 clusters Score -1.424592e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -14246494.000000 Penalty: 5725.081543
	Iteration 3Q: 3 clusters Score -1.424649e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -14247072.000000 Penalty: 5725.081543
	Iteration 4Q: 3 clusters Score -1.424707e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -14247877.000000 Penalty: 5725.081543
	Iteration 5Q: 3 clusters Score -1.424788e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -14249004.000000 Penalty: 5725.081543
	Iteration 6Q: 3 clusters Score -1.4249e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -14250885.000000 Penalty: 5725.081543
	Iteration 7Q: 3 clusters Score -1.425088e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -14253627.000000 Penalty: 5725.081543
	Iteration 8F: 3 clusters Score -1.425363e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -14257686.000000 Penalty: 5725.081543
	Iteration 9F: 3 clusters Score -1.425769e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -14263553.000000 Penalty: 5725.081543
	Iteration 10F: 3 clusters Score -1.426355e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -14269920.000000 Penalty: 5725.081543
	Iteration 11F: 3 clusters Score -1.426992e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -14274596.000000 Penalty: 5725.081543
	Iteration 12F: 3 clusters Score -1.42746e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -14276603.000000 Penalty: 5725.081543
	Iteration 13Q: 3 clusters Score -1.42766e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -14277556.000000 Penalty: 5725.081543
	Iteration 14Q: 3 clusters Score -1.427756e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -14278185.000000 Penalty: 5725.081543
	Iteration 15Q: 3 clusters Score -1.427818e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -14278755.000000 Penalty: 5725.081543
	Iteration 16Q: 3 clusters Score -1.427876e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -14279328.000000 Penalty: 5725.081543
	Iteration 17Q: 3 clusters Score -1.427933e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -14279805.000000 Penalty: 5725.081543
	Iteration 18Q: 3 clusters Score -1.42798e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -14280219.000000 Penalty: 5725.081543
	Iteration 19Q: 3 clusters Score -1.428022e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89219 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -14280694.000000 Penalty: 5725.081543
	Iteration 20F: 3 clusters Score -1.428069e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -14281029.000000 Penalty: 5725.081543
	Iteration 21Q: 3 clusters Score -1.428103e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91231 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -14281377.000000 Penalty: 5725.081543
	Iteration 22Q: 3 clusters Score -1.428138e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92166 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -14281711.000000 Penalty: 5725.081543
	Iteration 23Q: 3 clusters Score -1.428171e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -14282023.000000 Penalty: 5725.081543
	Iteration 24Q: 3 clusters Score -1.428202e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -14282324.000000 Penalty: 5725.081543
	Iteration 25Q: 3 clusters Score -1.428232e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -14282539.000000 Penalty: 5725.081543
	Iteration 26Q: 3 clusters Score -1.428254e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95286 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -14282741.000000 Penalty: 5725.081543
	Iteration 27Q: 3 clusters Score -1.428274e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95944 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -14282964.000000 Penalty: 5725.081543
	Iteration 28Q: 3 clusters Score -1.428296e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -14283113.000000 Penalty: 5725.081543
	Iteration 29Q: 3 clusters Score -1.428311e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -14283290.000000 Penalty: 5725.081543
	Iteration 30Q: 3 clusters Score -1.428329e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97598 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -14283465.000000 Penalty: 5725.081543
	Iteration 31Q: 3 clusters Score -1.428346e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -14283570.000000 Penalty: 5725.081543
	Iteration 32Q: 3 clusters Score -1.428357e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98367 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -14283696.000000 Penalty: 5725.081543
	Iteration 33Q: 3 clusters Score -1.42837e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -14283802.000000 Penalty: 5725.081543
	Iteration 34Q: 3 clusters Score -1.42838e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -14283868.000000 Penalty: 5725.081543
	Iteration 35Q: 3 clusters Score -1.428387e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99258 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -14283963.000000 Penalty: 5725.081543
	Iteration 36Q: 3 clusters Score -1.428396e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99481 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -14284002.000000 Penalty: 5725.081543
	Iteration 37Q: 3 clusters Score -1.4284e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -14284064.000000 Penalty: 5725.081543
	Iteration 38Q: 3 clusters Score -1.428406e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -14284131.000000 Penalty: 5725.081543
	Iteration 39Q: 3 clusters Score -1.428413e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -14284190.000000 Penalty: 5725.081543
	Iteration 40F: 3 clusters Score -1.428419e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -14284212.000000 Penalty: 5725.081543
	Iteration 41Q: 3 clusters Score -1.428421e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -14284239.000000 Penalty: 5725.081543
	Iteration 42Q: 3 clusters Score -1.428424e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100372 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -14284263.000000 Penalty: 5725.081543
	Iteration 43Q: 3 clusters Score -1.428426e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100474 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -14284323.000000 Penalty: 5725.081543
	Iteration 44Q: 3 clusters Score -1.428432e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -14284359.000000 Penalty: 5725.081543
	Iteration 45Q: 3 clusters Score -1.428436e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100638 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -14284374.000000 Penalty: 5725.081543
	Iteration 46Q: 3 clusters Score -1.428437e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -14284413.000000 Penalty: 5725.081543
	Iteration 47Q: 3 clusters Score -1.428441e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -14284433.000000 Penalty: 5725.081543
	Iteration 48Q: 3 clusters Score -1.428443e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100863 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -14284437.000000 Penalty: 5725.081543
	Iteration 49Q: 3 clusters Score -1.428444e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100906 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -14284442.000000 Penalty: 5725.081543
	Iteration 50Q: 3 clusters Score -1.428444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100929 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -14284468.000000 Penalty: 5725.081543
	Iteration 51Q: 3 clusters Score -1.428447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100958 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -14284451.000000 Penalty: 5725.081543
	Iteration 52Q: 3 clusters Score -1.428445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100978 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -14284457.000000 Penalty: 5725.081543
	Iteration 53Q: 3 clusters Score -1.428446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100995 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -14284458.000000 Penalty: 5725.081543
	Iteration 54Q: 3 clusters Score -1.428446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -14284459.000000 Penalty: 5725.081543
	Iteration 55Q: 3 clusters Score -1.428446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101027 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -14284468.000000 Penalty: 5725.081543
	Iteration 56Q: 3 clusters Score -1.428447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101045 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -14284466.000000 Penalty: 5725.081543
	Iteration 57Q: 3 clusters Score -1.428447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -14284464.000000 Penalty: 5725.081543
	Iteration 58Q: 3 clusters Score -1.428446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -14284457.000000 Penalty: 5725.081543
	Iteration 59Q: 3 clusters Score -1.428446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -14284461.000000 Penalty: 5725.081543
	Iteration 60F: 3 clusters Score -1.428446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -14284456.000000 Penalty: 5725.081543
	Iteration 61Q: 3 clusters Score -1.428446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -14284483.000000 Penalty: 5725.081543
	Iteration 62Q: 3 clusters Score -1.428448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101145 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -14284491.000000 Penalty: 5725.081543
	Iteration 63Q: 3 clusters Score -1.428449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101156 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -14284484.000000 Penalty: 5725.081543
	Iteration 64Q: 3 clusters Score -1.428448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -14284487.000000 Penalty: 5725.081543
	Iteration 65Q: 3 clusters Score -1.428449e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -14284495.000000 Penalty: 5725.081543
	Iteration 66Q: 3 clusters Score -1.42845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101202 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -14284479.000000 Penalty: 5725.081543
	Iteration 67Q: 3 clusters Score -1.428448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -14284468.000000 Penalty: 5725.081543
	Iteration 68Q: 3 clusters Score -1.428447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -14284467.000000 Penalty: 5725.081543
	Iteration 69Q: 3 clusters Score -1.428447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101224 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -14284471.000000 Penalty: 5725.081543
	Iteration 70Q: 3 clusters Score -1.428447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -14284465.000000 Penalty: 5725.081543
	Iteration 71Q: 3 clusters Score -1.428446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101231 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -14284452.000000 Penalty: 5725.081543
	Iteration 72Q: 3 clusters Score -1.428445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -14284464.000000 Penalty: 5725.081543
	Iteration 73Q: 3 clusters Score -1.428446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -14284465.000000 Penalty: 5725.081543
	Iteration 74Q: 3 clusters Score -1.428446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -14284467.000000 Penalty: 5725.081543
	Iteration 75Q: 3 clusters Score -1.428447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101240 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -14284471.000000 Penalty: 5725.081543
	Iteration 76Q: 3 clusters Score -1.428447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101243 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -14284481.000000 Penalty: 5725.081543
	Iteration 77Q: 3 clusters Score -1.428448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -14284482.000000 Penalty: 5725.081543
	Iteration 78Q: 3 clusters Score -1.428448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -14284465.000000 Penalty: 5725.081543
	Iteration 79Q: 3 clusters Score -1.428446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101254 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -14284482.000000 Penalty: 5725.081543
	Iteration 80F: 3 clusters Score -1.428448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101261 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -14284487.000000 Penalty: 5725.081543
	Iteration 81Q: 3 clusters Score -1.428449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101272 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -14284484.000000 Penalty: 5725.081543
	Iteration 82Q: 3 clusters Score -1.428448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -14284480.000000 Penalty: 5725.081543
	Iteration 83Q: 3 clusters Score -1.428448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -14284488.000000 Penalty: 5725.081543
	Iteration 84Q: 3 clusters Score -1.428449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101313 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -14284491.000000 Penalty: 5725.081543
	Iteration 85Q: 3 clusters Score -1.428449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101330 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -14284507.000000 Penalty: 5725.081543
	Iteration 86Q: 3 clusters Score -1.428451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101346 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -14284523.000000 Penalty: 5725.081543
	Iteration 87Q: 3 clusters Score -1.428452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -14284518.000000 Penalty: 5725.081543
	Iteration 88Q: 3 clusters Score -1.428452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101367 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -14284516.000000 Penalty: 5725.081543
	Iteration 89Q: 3 clusters Score -1.428452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -14284521.000000 Penalty: 5725.081543
	Iteration 90Q: 3 clusters Score -1.428452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101380 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -14284528.000000 Penalty: 5725.081543
	Iteration 91Q: 3 clusters Score -1.428453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101384 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -14284516.000000 Penalty: 5725.081543
	Iteration 92Q: 3 clusters Score -1.428452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -14284537.000000 Penalty: 5725.081543
	Iteration 93Q: 3 clusters Score -1.428454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101391 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -14284529.000000 Penalty: 5725.081543
	Iteration 94Q: 3 clusters Score -1.428453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101392 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -14284530.000000 Penalty: 5725.081543
	Iteration 95Q: 3 clusters Score -1.428453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -14284528.000000 Penalty: 5725.081543
	Iteration 96Q: 3 clusters Score -1.428453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -14284528.000000 Penalty: 5725.081543
	Iteration 97F: 3 clusters Score -1.428453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (205623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205623 members 
Entering Unmasked Estep 
Score: -28300636.000000 Penalty: 3033.982422
	Iteration 0F: 2 clusters Score -2.830064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -28170234.000000 Penalty: 6067.964844
	Iteration 0F: 3 clusters Score -2.817023e+07 nChanged 98632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104202 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -28228172.000000 Penalty: 6067.964844
	Iteration 1F: 3 clusters Score -2.822817e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104760 members 
Mstep: Class 2 contains 100863 members 
Entering Unmasked Estep 
Score: -28229356.000000 Penalty: 6067.964844
	Iteration 2Q: 3 clusters Score -2.822936e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -28230430.000000 Penalty: 6067.964844
	Iteration 3Q: 3 clusters Score -2.823043e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -28232340.000000 Penalty: 6067.964844
	Iteration 4Q: 3 clusters Score -2.823234e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109176 members 
Mstep: Class 2 contains 96447 members 
Entering Unmasked Estep 
Score: -28234604.000000 Penalty: 6067.964844
	Iteration 5Q: 3 clusters Score -2.82346e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112245 members 
Mstep: Class 2 contains 93378 members 
Entering Unmasked Estep 
Score: -28238212.000000 Penalty: 6067.964844
	Iteration 6Q: 3 clusters Score -2.823821e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116542 members 
Mstep: Class 2 contains 89081 members 
Entering Unmasked Estep 
Score: -28244246.000000 Penalty: 6067.964844
	Iteration 7F: 3 clusters Score -2.824425e+07 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122125 members 
Mstep: Class 2 contains 83498 members 
Entering Unmasked Estep 
Score: -28253400.000000 Penalty: 6067.964844
	Iteration 8F: 3 clusters Score -2.82534e+07 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128481 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -28264414.000000 Penalty: 6067.964844
	Iteration 9F: 3 clusters Score -2.826441e+07 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134218 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -28275298.000000 Penalty: 6067.964844
	Iteration 10F: 3 clusters Score -2.82753e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138963 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -28282918.000000 Penalty: 6067.964844
	Iteration 11F: 3 clusters Score -2.828292e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143303 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -28286960.000000 Penalty: 6067.964844
	Iteration 12Q: 3 clusters Score -2.828696e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147570 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -28289400.000000 Penalty: 6067.964844
	Iteration 13Q: 3 clusters Score -2.82894e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151890 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -28291274.000000 Penalty: 6067.964844
	Iteration 14Q: 3 clusters Score -2.829127e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156400 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -28293060.000000 Penalty: 6067.964844
	Iteration 15Q: 3 clusters Score -2.829306e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160786 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -28294366.000000 Penalty: 6067.964844
	Iteration 16Q: 3 clusters Score -2.829437e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165149 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -28295788.000000 Penalty: 6067.964844
	Iteration 17Q: 3 clusters Score -2.829579e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169200 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -28296630.000000 Penalty: 6067.964844
	Iteration 18Q: 3 clusters Score -2.829663e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172856 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -28297256.000000 Penalty: 6067.964844
	Iteration 19Q: 3 clusters Score -2.829726e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176124 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -28297716.000000 Penalty: 6067.964844
	Iteration 20F: 3 clusters Score -2.829772e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179053 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -28298042.000000 Penalty: 6067.964844
	Iteration 21Q: 3 clusters Score -2.829804e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181658 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -28298166.000000 Penalty: 6067.964844
	Iteration 22Q: 3 clusters Score -2.829817e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184016 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -28298438.000000 Penalty: 6067.964844
	Iteration 23Q: 3 clusters Score -2.829844e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186088 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -28298556.000000 Penalty: 6067.964844
	Iteration 24Q: 3 clusters Score -2.829856e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187937 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -28298718.000000 Penalty: 6067.964844
	Iteration 25Q: 3 clusters Score -2.829872e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189544 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -28298822.000000 Penalty: 6067.964844
	Iteration 26Q: 3 clusters Score -2.829882e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190949 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -28298820.000000 Penalty: 6067.964844
	Iteration 27Q: 3 clusters Score -2.829882e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192168 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -28298816.000000 Penalty: 6067.964844
	Iteration 28Q: 3 clusters Score -2.829882e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193195 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -28298858.000000 Penalty: 6067.964844
	Iteration 29Q: 3 clusters Score -2.829886e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194172 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -28298734.000000 Penalty: 6067.964844
	Iteration 30Q: 3 clusters Score -2.829873e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195034 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -28298724.000000 Penalty: 6067.964844
	Iteration 31Q: 3 clusters Score -2.829872e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195816 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -28298800.000000 Penalty: 6067.964844
	Iteration 32Q: 3 clusters Score -2.82988e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196563 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -28298822.000000 Penalty: 6067.964844
	Iteration 33Q: 3 clusters Score -2.829882e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197202 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -28298912.000000 Penalty: 6067.964844
	Iteration 34Q: 3 clusters Score -2.829891e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197762 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -28298922.000000 Penalty: 6067.964844
	Iteration 35Q: 3 clusters Score -2.829892e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198289 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -28298878.000000 Penalty: 6067.964844
	Iteration 36Q: 3 clusters Score -2.829888e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198753 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -28298862.000000 Penalty: 6067.964844
	Iteration 37Q: 3 clusters Score -2.829886e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199186 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -28298810.000000 Penalty: 6067.964844
	Iteration 38Q: 3 clusters Score -2.829881e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199595 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -28298900.000000 Penalty: 6067.964844
	Iteration 39Q: 3 clusters Score -2.82989e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199969 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -28298910.000000 Penalty: 6067.964844
	Iteration 40F: 3 clusters Score -2.829891e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200326 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -28298926.000000 Penalty: 6067.964844
	Iteration 41Q: 3 clusters Score -2.829893e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200634 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -28298880.000000 Penalty: 6067.964844
	Iteration 42Q: 3 clusters Score -2.829888e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200941 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -28298850.000000 Penalty: 6067.964844
	Iteration 43Q: 3 clusters Score -2.829885e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201215 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -28298914.000000 Penalty: 6067.964844
	Iteration 44Q: 3 clusters Score -2.829891e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201466 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -28298812.000000 Penalty: 6067.964844
	Iteration 45Q: 3 clusters Score -2.829881e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201674 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -28298882.000000 Penalty: 6067.964844
	Iteration 46Q: 3 clusters Score -2.829888e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201858 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -28298856.000000 Penalty: 6067.964844
	Iteration 47Q: 3 clusters Score -2.829886e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202036 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -28298870.000000 Penalty: 6067.964844
	Iteration 48Q: 3 clusters Score -2.829887e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202215 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -28298814.000000 Penalty: 6067.964844
	Iteration 49Q: 3 clusters Score -2.829881e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202386 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -28298766.000000 Penalty: 6067.964844
	Iteration 50Q: 3 clusters Score -2.829877e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202557 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -28298730.000000 Penalty: 6067.964844
	Iteration 51Q: 3 clusters Score -2.829873e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202725 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -28298710.000000 Penalty: 6067.964844
	Iteration 52Q: 3 clusters Score -2.829871e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202860 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -28298662.000000 Penalty: 6067.964844
	Iteration 53Q: 3 clusters Score -2.829866e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202978 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -28298636.000000 Penalty: 6067.964844
	Iteration 54Q: 3 clusters Score -2.829864e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203087 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -28298640.000000 Penalty: 6067.964844
	Iteration 55Q: 3 clusters Score -2.829864e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203181 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -28298614.000000 Penalty: 6067.964844
	Iteration 56Q: 3 clusters Score -2.829861e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203255 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -28298556.000000 Penalty: 6067.964844
	Iteration 57Q: 3 clusters Score -2.829856e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203323 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -28298548.000000 Penalty: 6067.964844
	Iteration 58Q: 3 clusters Score -2.829855e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203381 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -28298492.000000 Penalty: 6067.964844
	Iteration 59Q: 3 clusters Score -2.829849e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203440 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -28298472.000000 Penalty: 6067.964844
	Iteration 60F: 3 clusters Score -2.829847e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203479 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -28298466.000000 Penalty: 6067.964844
	Iteration 61Q: 3 clusters Score -2.829847e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203516 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -28298444.000000 Penalty: 6067.964844
	Iteration 62Q: 3 clusters Score -2.829844e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203565 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -28298476.000000 Penalty: 6067.964844
	Iteration 63Q: 3 clusters Score -2.829848e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203601 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -28298490.000000 Penalty: 6067.964844
	Iteration 64Q: 3 clusters Score -2.829849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203638 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -28298454.000000 Penalty: 6067.964844
	Iteration 65Q: 3 clusters Score -2.829845e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203682 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -28298458.000000 Penalty: 6067.964844
	Iteration 66Q: 3 clusters Score -2.829846e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203724 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -28298474.000000 Penalty: 6067.964844
	Iteration 67Q: 3 clusters Score -2.829847e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203764 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -28298478.000000 Penalty: 6067.964844
	Iteration 68Q: 3 clusters Score -2.829848e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203806 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -28298430.000000 Penalty: 6067.964844
	Iteration 69Q: 3 clusters Score -2.829843e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203840 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -28298444.000000 Penalty: 6067.964844
	Iteration 70Q: 3 clusters Score -2.829844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203875 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -28298456.000000 Penalty: 6067.964844
	Iteration 71Q: 3 clusters Score -2.829846e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203911 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -28298474.000000 Penalty: 6067.964844
	Iteration 72Q: 3 clusters Score -2.829847e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203946 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -28298462.000000 Penalty: 6067.964844
	Iteration 73Q: 3 clusters Score -2.829846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203975 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -28298460.000000 Penalty: 6067.964844
	Iteration 74Q: 3 clusters Score -2.829846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204002 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -28298438.000000 Penalty: 6067.964844
	Iteration 75Q: 3 clusters Score -2.829844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204037 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -28298436.000000 Penalty: 6067.964844
	Iteration 76Q: 3 clusters Score -2.829844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204063 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -28298406.000000 Penalty: 6067.964844
	Iteration 77Q: 3 clusters Score -2.829841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204082 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -28298412.000000 Penalty: 6067.964844
	Iteration 78Q: 3 clusters Score -2.829841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204094 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -28298406.000000 Penalty: 6067.964844
	Iteration 79Q: 3 clusters Score -2.829841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204107 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -28298416.000000 Penalty: 6067.964844
	Iteration 80F: 3 clusters Score -2.829842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204115 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -28298406.000000 Penalty: 6067.964844
	Iteration 81Q: 3 clusters Score -2.829841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204121 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -28298410.000000 Penalty: 6067.964844
	Iteration 82Q: 3 clusters Score -2.829841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204126 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -28298426.000000 Penalty: 6067.964844
	Iteration 83Q: 3 clusters Score -2.829843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204134 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -28298414.000000 Penalty: 6067.964844
	Iteration 84Q: 3 clusters Score -2.829841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204141 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -28298420.000000 Penalty: 6067.964844
	Iteration 85Q: 3 clusters Score -2.829842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204147 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -28298424.000000 Penalty: 6067.964844
	Iteration 86Q: 3 clusters Score -2.829842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204153 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -28298404.000000 Penalty: 6067.964844
	Iteration 87Q: 3 clusters Score -2.82984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204158 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -28298388.000000 Penalty: 6067.964844
	Iteration 88Q: 3 clusters Score -2.829839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204159 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -28298400.000000 Penalty: 6067.964844
	Iteration 89Q: 3 clusters Score -2.82984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204162 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -28298406.000000 Penalty: 6067.964844
	Iteration 90Q: 3 clusters Score -2.829841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204166 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -28298408.000000 Penalty: 6067.964844
	Iteration 91Q: 3 clusters Score -2.829841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204166 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -28298408.000000 Penalty: 6067.964844
	Iteration 92F: 3 clusters Score -2.829841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -441522.250000 Penalty: 2012.426758
	Iteration 0F: 2 clusters Score -441522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -438111.875000 Penalty: 4024.853516
	Iteration 0F: 3 clusters Score -438111.9 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -438857.500000 Penalty: 4024.853516
	Iteration 1F: 3 clusters Score -438857.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -439067.031250 Penalty: 4024.853516
	Iteration 2F: 3 clusters Score -439067 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -439243.750000 Penalty: 4024.853516
	Iteration 3F: 3 clusters Score -439243.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -439408.218750 Penalty: 4024.853516
	Iteration 4F: 3 clusters Score -439408.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -439534.468750 Penalty: 4024.853516
	Iteration 5Q: 3 clusters Score -439534.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -439631.593750 Penalty: 4024.853516
	Iteration 6Q: 3 clusters Score -439631.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -439699.531250 Penalty: 4024.853516
	Iteration 7Q: 3 clusters Score -439699.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -439742.968750 Penalty: 4024.853516
	Iteration 8Q: 3 clusters Score -439743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -439785.375000 Penalty: 4024.853516
	Iteration 9Q: 3 clusters Score -439785.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -439825.468750 Penalty: 4024.853516
	Iteration 10Q: 3 clusters Score -439825.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -439861.875000 Penalty: 4024.853516
	Iteration 11Q: 3 clusters Score -439861.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -439887.656250 Penalty: 4024.853516
	Iteration 12Q: 3 clusters Score -439887.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -439909.000000 Penalty: 4024.853516
	Iteration 13Q: 3 clusters Score -439909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -439933.031250 Penalty: 4024.853516
	Iteration 14Q: 3 clusters Score -439933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -439949.031250 Penalty: 4024.853516
	Iteration 15Q: 3 clusters Score -439949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -439966.125000 Penalty: 4024.853516
	Iteration 16Q: 3 clusters Score -439966.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -439982.406250 Penalty: 4024.853516
	Iteration 17Q: 3 clusters Score -439982.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -439999.312500 Penalty: 4024.853516
	Iteration 18Q: 3 clusters Score -439999.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -440023.875000 Penalty: 4024.853516
	Iteration 19Q: 3 clusters Score -440023.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -440035.562500 Penalty: 4024.853516
	Iteration 20F: 3 clusters Score -440035.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -440040.125000 Penalty: 4024.853516
	Iteration 21Q: 3 clusters Score -440040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -440042.343750 Penalty: 4024.853516
	Iteration 22Q: 3 clusters Score -440042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -440047.125000 Penalty: 4024.853516
	Iteration 23Q: 3 clusters Score -440047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -440049.812500 Penalty: 4024.853516
	Iteration 24Q: 3 clusters Score -440049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -440051.968750 Penalty: 4024.853516
	Iteration 25Q: 3 clusters Score -440052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -440052.687500 Penalty: 4024.853516
	Iteration 26Q: 3 clusters Score -440052.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -440053.250000 Penalty: 4024.853516
	Iteration 27Q: 3 clusters Score -440053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -440054.437500 Penalty: 4024.853516
	Iteration 28Q: 3 clusters Score -440054.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -440055.093750 Penalty: 4024.853516
	Iteration 29Q: 3 clusters Score -440055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -440055.093750 Penalty: 4024.853516
	Iteration 30F: 3 clusters Score -440055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Entering Unmasked Estep 
Score: -3067297.000000 Penalty: 2479.228027
	Iteration 0F: 2 clusters Score -3067297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3051903.250000 Penalty: 4958.456055
	Iteration 0F: 3 clusters Score -3051903 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3056960.250000 Penalty: 4958.456055
	Iteration 1F: 3 clusters Score -3056960 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3057325.500000 Penalty: 4958.456055
	Iteration 2F: 3 clusters Score -3057326 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3057579.500000 Penalty: 4958.456055
	Iteration 3Q: 3 clusters Score -3057580 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3057778.000000 Penalty: 4958.456055
	Iteration 4Q: 3 clusters Score -3057778 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3057937.000000 Penalty: 4958.456055
	Iteration 5Q: 3 clusters Score -3057937 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3058087.750000 Penalty: 4958.456055
	Iteration 6Q: 3 clusters Score -3058088 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3058255.250000 Penalty: 4958.456055
	Iteration 7Q: 3 clusters Score -3058255 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3058435.500000 Penalty: 4958.456055
	Iteration 8Q: 3 clusters Score -3058436 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3058642.250000 Penalty: 4958.456055
	Iteration 9Q: 3 clusters Score -3058642 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3058902.000000 Penalty: 4958.456055
	Iteration 10Q: 3 clusters Score -3058902 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3059240.500000 Penalty: 4958.456055
	Iteration 11Q: 3 clusters Score -3059240 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3059697.000000 Penalty: 4958.456055
	Iteration 12Q: 3 clusters Score -3059697 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -3060316.750000 Penalty: 4958.456055
	Iteration 13Q: 3 clusters Score -3060317 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3061057.000000 Penalty: 4958.456055
	Iteration 14Q: 3 clusters Score -3061057 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3061928.000000 Penalty: 4958.456055
	Iteration 15Q: 3 clusters Score -3061928 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3062715.250000 Penalty: 4958.456055
	Iteration 16Q: 3 clusters Score -3062715 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3063373.000000 Penalty: 4958.456055
	Iteration 17Q: 3 clusters Score -3063373 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3063863.500000 Penalty: 4958.456055
	Iteration 18Q: 3 clusters Score -3063864 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3064171.750000 Penalty: 4958.456055
	Iteration 19Q: 3 clusters Score -3064172 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3064405.750000 Penalty: 4958.456055
	Iteration 20F: 3 clusters Score -3064406 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3064591.000000 Penalty: 4958.456055
	Iteration 21Q: 3 clusters Score -3064591 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3064719.250000 Penalty: 4958.456055
	Iteration 22Q: 3 clusters Score -3064719 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3064800.500000 Penalty: 4958.456055
	Iteration 23Q: 3 clusters Score -3064800 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3064854.500000 Penalty: 4958.456055
	Iteration 24Q: 3 clusters Score -3064854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3064915.750000 Penalty: 4958.456055
	Iteration 25Q: 3 clusters Score -3064916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3064966.750000 Penalty: 4958.456055
	Iteration 26Q: 3 clusters Score -3064967 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3065006.000000 Penalty: 4958.456055
	Iteration 27Q: 3 clusters Score -3065006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -3065039.250000 Penalty: 4958.456055
	Iteration 28Q: 3 clusters Score -3065039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3065063.750000 Penalty: 4958.456055
	Iteration 29Q: 3 clusters Score -3065064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3065081.000000 Penalty: 4958.456055
	Iteration 30Q: 3 clusters Score -3065081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3065095.000000 Penalty: 4958.456055
	Iteration 31Q: 3 clusters Score -3065095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3065102.000000 Penalty: 4958.456055
	Iteration 32Q: 3 clusters Score -3065102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3065119.500000 Penalty: 4958.456055
	Iteration 33Q: 3 clusters Score -3065120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3065125.250000 Penalty: 4958.456055
	Iteration 34Q: 3 clusters Score -3065125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3065128.250000 Penalty: 4958.456055
	Iteration 35Q: 3 clusters Score -3065128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3065130.750000 Penalty: 4958.456055
	Iteration 36Q: 3 clusters Score -3065131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3065130.750000 Penalty: 4958.456055
	Iteration 37Q: 3 clusters Score -3065131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3065142.250000 Penalty: 4958.456055
	Iteration 38Q: 3 clusters Score -3065142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -3065155.250000 Penalty: 4958.456055
	Iteration 39Q: 3 clusters Score -3065155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3065163.750000 Penalty: 4958.456055
	Iteration 40F: 3 clusters Score -3065164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3065175.250000 Penalty: 4958.456055
	Iteration 41Q: 3 clusters Score -3065175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3065177.500000 Penalty: 4958.456055
	Iteration 42Q: 3 clusters Score -3065178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -3065184.500000 Penalty: 4958.456055
	Iteration 43Q: 3 clusters Score -3065184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -3065192.500000 Penalty: 4958.456055
	Iteration 44Q: 3 clusters Score -3065192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3065203.000000 Penalty: 4958.456055
	Iteration 45Q: 3 clusters Score -3065203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -3065205.500000 Penalty: 4958.456055
	Iteration 46Q: 3 clusters Score -3065206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -3065210.250000 Penalty: 4958.456055
	Iteration 47Q: 3 clusters Score -3065210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -3065209.000000 Penalty: 4958.456055
	Iteration 48Q: 3 clusters Score -3065209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -3065214.000000 Penalty: 4958.456055
	Iteration 49Q: 3 clusters Score -3065214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -3065218.000000 Penalty: 4958.456055
	Iteration 50Q: 3 clusters Score -3065218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3065215.500000 Penalty: 4958.456055
	Iteration 51Q: 3 clusters Score -3065216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3065217.250000 Penalty: 4958.456055
	Iteration 52Q: 3 clusters Score -3065217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3065220.500000 Penalty: 4958.456055
	Iteration 53Q: 3 clusters Score -3065220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3065223.000000 Penalty: 4958.456055
	Iteration 54Q: 3 clusters Score -3065223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3065226.500000 Penalty: 4958.456055
	Iteration 55Q: 3 clusters Score -3065226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3065227.250000 Penalty: 4958.456055
	Iteration 56Q: 3 clusters Score -3065227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3065225.750000 Penalty: 4958.456055
	Iteration 57Q: 3 clusters Score -3065226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3065225.750000 Penalty: 4958.456055
	Iteration 58F: 3 clusters Score -3065226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -111208.390625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -111208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -109312.703125 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -109312.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -109877.320312 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -109877.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -110365.812500 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -110365.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110811.601562 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -110811.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -110976.234375 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -110976.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -111054.273438 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -111054.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -111125.484375 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -111125.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -111207.023438 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -111207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -111291.453125 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -111291.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -111339.968750 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -111340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -111401.085938 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -111401.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -111496.226562 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -111496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -111507.898438 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -111507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -111514.343750 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -111514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -111514.343750 Penalty: 3398.187744
	Iteration 14F: 3 clusters Score -111514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157604 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49837 members 
Mstep: Class 4 contains 90180 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169158 members 
Mstep: Class 8 contains 103002 members 
Mstep: Class 9 contains 205623 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21958 members 
Mstep: Class 12 contains 298 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14667 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147986 members 
Mstep: Class 19 contains 34233 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 647 members 
Entering Unmasked Estep 
Score: -137446448.000000 Penalty: 82313.867188
Splitting cluster 12 changes total score from -137447856.000000 to -137446448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -899616.750000 Penalty: 2185.141846
	Iteration 0F: 2 clusters Score -899616.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -894048.812500 Penalty: 4370.283691
	Iteration 0F: 3 clusters Score -894048.8 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -895434.312500 Penalty: 4370.283691
	Iteration 1F: 3 clusters Score -895434.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -895672.625000 Penalty: 4370.283691
	Iteration 2F: 3 clusters Score -895672.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -895836.875000 Penalty: 4370.283691
	Iteration 3F: 3 clusters Score -895836.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -895946.062500 Penalty: 4370.283691
	Iteration 4Q: 3 clusters Score -895946.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -896015.312500 Penalty: 4370.283691
	Iteration 5Q: 3 clusters Score -896015.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -896087.062500 Penalty: 4370.283691
	Iteration 6Q: 3 clusters Score -896087.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -896150.125000 Penalty: 4370.283691
	Iteration 7Q: 3 clusters Score -896150.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -896198.500000 Penalty: 4370.283691
	Iteration 8Q: 3 clusters Score -896198.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -896246.750000 Penalty: 4370.283691
	Iteration 9Q: 3 clusters Score -896246.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -896288.562500 Penalty: 4370.283691
	Iteration 10Q: 3 clusters Score -896288.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -896322.437500 Penalty: 4370.283691
	Iteration 11Q: 3 clusters Score -896322.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -896345.437500 Penalty: 4370.283691
	Iteration 12Q: 3 clusters Score -896345.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -896366.312500 Penalty: 4370.283691
	Iteration 13Q: 3 clusters Score -896366.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -896385.875000 Penalty: 4370.283691
	Iteration 14Q: 3 clusters Score -896385.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -896410.625000 Penalty: 4370.283691
	Iteration 15Q: 3 clusters Score -896410.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -896433.000000 Penalty: 4370.283691
	Iteration 16Q: 3 clusters Score -896433 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -896458.312500 Penalty: 4370.283691
	Iteration 17Q: 3 clusters Score -896458.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -896482.250000 Penalty: 4370.283691
	Iteration 18Q: 3 clusters Score -896482.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -896506.750000 Penalty: 4370.283691
	Iteration 19Q: 3 clusters Score -896506.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -896532.000000 Penalty: 4370.283691
	Iteration 20F: 3 clusters Score -896532 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -896556.125000 Penalty: 4370.283691
	Iteration 21Q: 3 clusters Score -896556.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -896579.500000 Penalty: 4370.283691
	Iteration 22Q: 3 clusters Score -896579.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -896603.937500 Penalty: 4370.283691
	Iteration 23Q: 3 clusters Score -896603.9 nChanged 68
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: -896629.000000 Penalty: 4370.283691
	Iteration 24Q: 3 clusters Score -896629 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -896656.812500 Penalty: 4370.283691
	Iteration 25Q: 3 clusters Score -896656.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -896679.750000 Penalty: 4370.283691
	Iteration 26Q: 3 clusters Score -896679.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -896704.062500 Penalty: 4370.283691
	Iteration 27Q: 3 clusters Score -896704.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -896728.937500 Penalty: 4370.283691
	Iteration 28Q: 3 clusters Score -896728.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -896745.937500 Penalty: 4370.283691
	Iteration 29Q: 3 clusters Score -896745.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -896759.187500 Penalty: 4370.283691
	Iteration 30Q: 3 clusters Score -896759.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -896768.312500 Penalty: 4370.283691
	Iteration 31Q: 3 clusters Score -896768.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -896775.187500 Penalty: 4370.283691
	Iteration 32Q: 3 clusters Score -896775.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -896779.312500 Penalty: 4370.283691
	Iteration 33Q: 3 clusters Score -896779.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -896783.375000 Penalty: 4370.283691
	Iteration 34Q: 3 clusters Score -896783.4 nChanged 20
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: -896792.500000 Penalty: 4370.283691
	Iteration 35Q: 3 clusters Score -896792.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -896796.062500 Penalty: 4370.283691
	Iteration 36Q: 3 clusters Score -896796.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -896800.125000 Penalty: 4370.283691
	Iteration 37Q: 3 clusters Score -896800.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -896803.687500 Penalty: 4370.283691
	Iteration 38Q: 3 clusters Score -896803.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -896809.500000 Penalty: 4370.283691
	Iteration 39Q: 3 clusters Score -896809.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -896812.500000 Penalty: 4370.283691
	Iteration 40F: 3 clusters Score -896812.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -896818.312500 Penalty: 4370.283691
	Iteration 41Q: 3 clusters Score -896818.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -896822.500000 Penalty: 4370.283691
	Iteration 42Q: 3 clusters Score -896822.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -896827.625000 Penalty: 4370.283691
	Iteration 43Q: 3 clusters Score -896827.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -896832.312500 Penalty: 4370.283691
	Iteration 44Q: 3 clusters Score -896832.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -896836.312500 Penalty: 4370.283691
	Iteration 45Q: 3 clusters Score -896836.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -896843.312500 Penalty: 4370.283691
	Iteration 46Q: 3 clusters Score -896843.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -896851.937500 Penalty: 4370.283691
	Iteration 47Q: 3 clusters Score -896851.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -896854.125000 Penalty: 4370.283691
	Iteration 48Q: 3 clusters Score -896854.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -896860.500000 Penalty: 4370.283691
	Iteration 49Q: 3 clusters Score -896860.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -896866.375000 Penalty: 4370.283691
	Iteration 50Q: 3 clusters Score -896866.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -896871.187500 Penalty: 4370.283691
	Iteration 51Q: 3 clusters Score -896871.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -896873.812500 Penalty: 4370.283691
	Iteration 52Q: 3 clusters Score -896873.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -896873.625000 Penalty: 4370.283691
	Iteration 53Q: 3 clusters Score -896873.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -896877.062500 Penalty: 4370.283691
	Iteration 54Q: 3 clusters Score -896877.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -896878.000000 Penalty: 4370.283691
	Iteration 55Q: 3 clusters Score -896878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -896880.562500 Penalty: 4370.283691
	Iteration 56Q: 3 clusters Score -896880.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -896883.062500 Penalty: 4370.283691
	Iteration 57Q: 3 clusters Score -896883.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -896886.562500 Penalty: 4370.283691
	Iteration 58Q: 3 clusters Score -896886.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -896888.937500 Penalty: 4370.283691
	Iteration 59Q: 3 clusters Score -896888.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -896892.250000 Penalty: 4370.283691
	Iteration 60F: 3 clusters Score -896892.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -896896.500000 Penalty: 4370.283691
	Iteration 61Q: 3 clusters Score -896896.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -896896.812500 Penalty: 4370.283691
	Iteration 62Q: 3 clusters Score -896896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -896897.687500 Penalty: 4370.283691
	Iteration 63Q: 3 clusters Score -896897.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -896898.500000 Penalty: 4370.283691
	Iteration 64Q: 3 clusters Score -896898.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -896902.062500 Penalty: 4370.283691
	Iteration 65Q: 3 clusters Score -896902.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -896905.375000 Penalty: 4370.283691
	Iteration 66Q: 3 clusters Score -896905.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -896907.625000 Penalty: 4370.283691
	Iteration 67Q: 3 clusters Score -896907.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -896911.437500 Penalty: 4370.283691
	Iteration 68Q: 3 clusters Score -896911.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -896916.750000 Penalty: 4370.283691
	Iteration 69Q: 3 clusters Score -896916.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -896920.500000 Penalty: 4370.283691
	Iteration 70Q: 3 clusters Score -896920.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -896924.625000 Penalty: 4370.283691
	Iteration 71Q: 3 clusters Score -896924.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -896924.500000 Penalty: 4370.283691
	Iteration 72Q: 3 clusters Score -896924.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -896927.562500 Penalty: 4370.283691
	Iteration 73Q: 3 clusters Score -896927.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -896934.812500 Penalty: 4370.283691
	Iteration 74Q: 3 clusters Score -896934.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -896940.437500 Penalty: 4370.283691
	Iteration 75Q: 3 clusters Score -896940.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -896943.687500 Penalty: 4370.283691
	Iteration 76Q: 3 clusters Score -896943.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -896950.000000 Penalty: 4370.283691
	Iteration 77Q: 3 clusters Score -896950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -896952.937500 Penalty: 4370.283691
	Iteration 78Q: 3 clusters Score -896952.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -896961.937500 Penalty: 4370.283691
	Iteration 79Q: 3 clusters Score -896961.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -896970.562500 Penalty: 4370.283691
	Iteration 80F: 3 clusters Score -896970.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -896975.750000 Penalty: 4370.283691
	Iteration 81Q: 3 clusters Score -896975.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -896985.750000 Penalty: 4370.283691
	Iteration 82Q: 3 clusters Score -896985.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -896995.625000 Penalty: 4370.283691
	Iteration 83Q: 3 clusters Score -896995.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -897008.250000 Penalty: 4370.283691
	Iteration 84Q: 3 clusters Score -897008.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -897025.312500 Penalty: 4370.283691
	Iteration 85Q: 3 clusters Score -897025.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -897042.187500 Penalty: 4370.283691
	Iteration 86Q: 3 clusters Score -897042.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -897063.687500 Penalty: 4370.283691
	Iteration 87Q: 3 clusters Score -897063.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -897082.875000 Penalty: 4370.283691
	Iteration 88Q: 3 clusters Score -897082.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -897112.687500 Penalty: 4370.283691
	Iteration 89Q: 3 clusters Score -897112.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -897139.062500 Penalty: 4370.283691
	Iteration 90Q: 3 clusters Score -897139.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -897179.250000 Penalty: 4370.283691
	Iteration 91Q: 3 clusters Score -897179.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -897213.687500 Penalty: 4370.283691
	Iteration 92Q: 3 clusters Score -897213.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -897257.187500 Penalty: 4370.283691
	Iteration 93Q: 3 clusters Score -897257.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -897296.687500 Penalty: 4370.283691
	Iteration 94Q: 3 clusters Score -897296.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -897333.375000 Penalty: 4370.283691
	Iteration 95Q: 3 clusters Score -897333.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -897362.062500 Penalty: 4370.283691
	Iteration 96Q: 3 clusters Score -897362.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -897383.562500 Penalty: 4370.283691
	Iteration 97Q: 3 clusters Score -897383.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -897400.625000 Penalty: 4370.283691
	Iteration 98Q: 3 clusters Score -897400.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -897417.187500 Penalty: 4370.283691
	Iteration 99Q: 3 clusters Score -897417.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -897436.250000 Penalty: 4370.283691
	Iteration 100F: 3 clusters Score -897436.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -897456.062500 Penalty: 4370.283691
	Iteration 101Q: 3 clusters Score -897456.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -897469.062500 Penalty: 4370.283691
	Iteration 102Q: 3 clusters Score -897469.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -897485.062500 Penalty: 4370.283691
	Iteration 103Q: 3 clusters Score -897485.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -897495.687500 Penalty: 4370.283691
	Iteration 104Q: 3 clusters Score -897495.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -897507.625000 Penalty: 4370.283691
	Iteration 105Q: 3 clusters Score -897507.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -897519.125000 Penalty: 4370.283691
	Iteration 106Q: 3 clusters Score -897519.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -897527.875000 Penalty: 4370.283691
	Iteration 107Q: 3 clusters Score -897527.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -897538.125000 Penalty: 4370.283691
	Iteration 108Q: 3 clusters Score -897538.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -897549.812500 Penalty: 4370.283691
	Iteration 109Q: 3 clusters Score -897549.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -897557.875000 Penalty: 4370.283691
	Iteration 110Q: 3 clusters Score -897557.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -897577.062500 Penalty: 4370.283691
	Iteration 111Q: 3 clusters Score -897577.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -897593.937500 Penalty: 4370.283691
	Iteration 112Q: 3 clusters Score -897593.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -897605.312500 Penalty: 4370.283691
	Iteration 113Q: 3 clusters Score -897605.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -897614.937500 Penalty: 4370.283691
	Iteration 114Q: 3 clusters Score -897614.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -897624.875000 Penalty: 4370.283691
	Iteration 115Q: 3 clusters Score -897624.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -897634.437500 Penalty: 4370.283691
	Iteration 116Q: 3 clusters Score -897634.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -897640.125000 Penalty: 4370.283691
	Iteration 117Q: 3 clusters Score -897640.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -897651.000000 Penalty: 4370.283691
	Iteration 118Q: 3 clusters Score -897651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -897653.500000 Penalty: 4370.283691
	Iteration 119Q: 3 clusters Score -897653.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -897657.687500 Penalty: 4370.283691
	Iteration 120F: 3 clusters Score -897657.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -897660.562500 Penalty: 4370.283691
	Iteration 121Q: 3 clusters Score -897660.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -897663.312500 Penalty: 4370.283691
	Iteration 122Q: 3 clusters Score -897663.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -897666.312500 Penalty: 4370.283691
	Iteration 123Q: 3 clusters Score -897666.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -897669.250000 Penalty: 4370.283691
	Iteration 124Q: 3 clusters Score -897669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -897669.437500 Penalty: 4370.283691
	Iteration 125Q: 3 clusters Score -897669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -897672.562500 Penalty: 4370.283691
	Iteration 126Q: 3 clusters Score -897672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -897672.125000 Penalty: 4370.283691
	Iteration 127Q: 3 clusters Score -897672.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -897672.937500 Penalty: 4370.283691
	Iteration 128Q: 3 clusters Score -897672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -897674.937500 Penalty: 4370.283691
	Iteration 129Q: 3 clusters Score -897674.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -897677.437500 Penalty: 4370.283691
	Iteration 130Q: 3 clusters Score -897677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -897679.562500 Penalty: 4370.283691
	Iteration 131Q: 3 clusters Score -897679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -897681.125000 Penalty: 4370.283691
	Iteration 132Q: 3 clusters Score -897681.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -897681.937500 Penalty: 4370.283691
	Iteration 133Q: 3 clusters Score -897681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -897681.937500 Penalty: 4370.283691
	Iteration 134Q: 3 clusters Score -897681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -897685.687500 Penalty: 4370.283691
	Iteration 135Q: 3 clusters Score -897685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -897685.687500 Penalty: 4370.283691
	Iteration 136F: 3 clusters Score -897685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -161906.343750 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -161906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -159834.343750 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -159834.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -160191.812500 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -160191.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160260.984375 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -160261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -160294.890625 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -160294.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160317.562500 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -160317.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -160331.156250 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -160331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -160335.062500 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -160335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160336.171875 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -160336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160337.234375 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -160337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160346.984375 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -160347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160356.625000 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -160356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160366.421875 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -160366.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -160374.531250 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -160374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160375.734375 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -160375.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160375.734375 Penalty: 3519.563232
	Iteration 14F: 3 clusters Score -160375.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Entering Unmasked Estep 
Score: -2045114.875000 Penalty: 2379.152100
	Iteration 0F: 2 clusters Score -2045115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2034445.875000 Penalty: 4758.304199
	Iteration 0F: 3 clusters Score -2034446 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2037654.125000 Penalty: 4758.304199
	Iteration 1F: 3 clusters Score -2037654 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2038008.375000 Penalty: 4758.304199
	Iteration 2F: 3 clusters Score -2038008 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2038274.875000 Penalty: 4758.304199
	Iteration 3Q: 3 clusters Score -2038275 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2038463.875000 Penalty: 4758.304199
	Iteration 4Q: 3 clusters Score -2038464 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2038618.750000 Penalty: 4758.304199
	Iteration 5Q: 3 clusters Score -2038619 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2038783.125000 Penalty: 4758.304199
	Iteration 6Q: 3 clusters Score -2038783 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2038943.125000 Penalty: 4758.304199
	Iteration 7Q: 3 clusters Score -2038943 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2039097.125000 Penalty: 4758.304199
	Iteration 8Q: 3 clusters Score -2039097 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2039263.375000 Penalty: 4758.304199
	Iteration 9Q: 3 clusters Score -2039263 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2039452.250000 Penalty: 4758.304199
	Iteration 10Q: 3 clusters Score -2039452 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2039659.875000 Penalty: 4758.304199
	Iteration 11Q: 3 clusters Score -2039660 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2039897.250000 Penalty: 4758.304199
	Iteration 12Q: 3 clusters Score -2039897 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2040187.875000 Penalty: 4758.304199
	Iteration 13Q: 3 clusters Score -2040188 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2040498.500000 Penalty: 4758.304199
	Iteration 14Q: 3 clusters Score -2040498 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2040883.875000 Penalty: 4758.304199
	Iteration 15Q: 3 clusters Score -2040884 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2041216.000000 Penalty: 4758.304199
	Iteration 16Q: 3 clusters Score -2041216 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2041524.875000 Penalty: 4758.304199
	Iteration 17Q: 3 clusters Score -2041525 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2041776.375000 Penalty: 4758.304199
	Iteration 18Q: 3 clusters Score -2041776 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2041976.125000 Penalty: 4758.304199
	Iteration 19Q: 3 clusters Score -2041976 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2042098.375000 Penalty: 4758.304199
	Iteration 20F: 3 clusters Score -2042098 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2042194.375000 Penalty: 4758.304199
	Iteration 21Q: 3 clusters Score -2042194 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2042286.000000 Penalty: 4758.304199
	Iteration 22Q: 3 clusters Score -2042286 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2042339.125000 Penalty: 4758.304199
	Iteration 23Q: 3 clusters Score -2042339 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2042398.000000 Penalty: 4758.304199
	Iteration 24Q: 3 clusters Score -2042398 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2042450.000000 Penalty: 4758.304199
	Iteration 25Q: 3 clusters Score -2042450 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2042484.250000 Penalty: 4758.304199
	Iteration 26Q: 3 clusters Score -2042484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2042515.125000 Penalty: 4758.304199
	Iteration 27Q: 3 clusters Score -2042515 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2042549.250000 Penalty: 4758.304199
	Iteration 28Q: 3 clusters Score -2042549 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2042578.250000 Penalty: 4758.304199
	Iteration 29Q: 3 clusters Score -2042578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2042608.250000 Penalty: 4758.304199
	Iteration 30Q: 3 clusters Score -2042608 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2042642.500000 Penalty: 4758.304199
	Iteration 31Q: 3 clusters Score -2042642 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2042670.500000 Penalty: 4758.304199
	Iteration 32Q: 3 clusters Score -2042670 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2042700.500000 Penalty: 4758.304199
	Iteration 33Q: 3 clusters Score -2042700 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2042720.500000 Penalty: 4758.304199
	Iteration 34Q: 3 clusters Score -2042720 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2042739.500000 Penalty: 4758.304199
	Iteration 35Q: 3 clusters Score -2042740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2042752.125000 Penalty: 4758.304199
	Iteration 36Q: 3 clusters Score -2042752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2042767 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2042787 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2042799 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2042812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2042825 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2042842.125000 Penalty: 4758.304199
	Iteration 42Q: 3 clusters Score -2042842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2042853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2042869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2042878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2042892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2042902 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2042914 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2042923 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2042941 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2042944 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2042954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2042956 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2042961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2042968 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2042970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2042977 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2042981.000000 Penalty: 4758.304199
	Iteration 58Q: 3 clusters Score -2042981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2042985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2042981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2042990 nChanged 13
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Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2042990 nChanged 13
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Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2042992 nChanged 9
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Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2042996 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2042995 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2042994 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2042992 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2042997 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2043000 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2043004 nChanged 2
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Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2043000 nChanged 2
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Mstep: Class 1 contains 12417 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2043003 nChanged 3
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Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2043003 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2043004 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2043009 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2043009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2043013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2043013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2043014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2043010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2043012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2043016.625000 Penalty: 4758.304199
	Iteration 82Q: 3 clusters Score -2043017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2043020.750000 Penalty: 4758.304199
	Iteration 83Q: 3 clusters Score -2043021 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2043024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2043023.625000 Penalty: 4758.304199
	Iteration 85Q: 3 clusters Score -2043024 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2043029 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12563 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2043035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2043046 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2043045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2043052.000000 Penalty: 4758.304199
	Iteration 90Q: 3 clusters Score -2043052 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2043053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2043057.500000 Penalty: 4758.304199
	Iteration 92Q: 3 clusters Score -2043058 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2043069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2043073 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2043080 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2043087.500000 Penalty: 4758.304199
	Iteration 96Q: 3 clusters Score -2043088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2043099.500000 Penalty: 4758.304199
	Iteration 97Q: 3 clusters Score -2043100 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2043102.125000 Penalty: 4758.304199
	Iteration 98Q: 3 clusters Score -2043102 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2043107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2043116.000000 Penalty: 4758.304199
	Iteration 100F: 3 clusters Score -2043116 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2043121.625000 Penalty: 4758.304199
	Iteration 101Q: 3 clusters Score -2043122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2043127.125000 Penalty: 4758.304199
	Iteration 102Q: 3 clusters Score -2043127 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2043128 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12880 members 
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Entering Unmasked Estep 
Score: -2043125.000000 Penalty: 4758.304199
	Iteration 104Q: 3 clusters Score -2043125 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12884 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2043125 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2043129 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2043133.875000 Penalty: 4758.304199
	Iteration 107Q: 3 clusters Score -2043134 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12915 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2043138 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2043139.750000 Penalty: 4758.304199
	Iteration 109Q: 3 clusters Score -2043140 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12934 members 
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Entering Unmasked Estep 
Score: -2043145.000000 Penalty: 4758.304199
	Iteration 110Q: 3 clusters Score -2043145 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2043148.625000 Penalty: 4758.304199
	Iteration 111Q: 3 clusters Score -2043149 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12958 members 
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Entering Unmasked Estep 
Score: -2043155.375000 Penalty: 4758.304199
	Iteration 112Q: 3 clusters Score -2043155 nChanged 8
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Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2043149 nChanged 8
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Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2043151 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12982 members 
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Entering Unmasked Estep 
Score: -2043154.625000 Penalty: 4758.304199
	Iteration 115Q: 3 clusters Score -2043155 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2043158 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2043163.375000 Penalty: 4758.304199
	Iteration 117Q: 3 clusters Score -2043163 nChanged 9
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Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2043160 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2043160 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2043161 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2043161 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2043164 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2043163 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2043162 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2043162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2043165.500000 Penalty: 4758.304199
	Iteration 126Q: 3 clusters Score -2043166 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2043172.000000 Penalty: 4758.304199
	Iteration 127Q: 3 clusters Score -2043172 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2043172 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2043174 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2043171.875000 Penalty: 4758.304199
	Iteration 130Q: 3 clusters Score -2043172 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2043173.125000 Penalty: 4758.304199
	Iteration 131Q: 3 clusters Score -2043173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2043175.500000 Penalty: 4758.304199
	Iteration 132Q: 3 clusters Score -2043176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2043176.125000 Penalty: 4758.304199
	Iteration 133Q: 3 clusters Score -2043176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2043174.625000 Penalty: 4758.304199
	Iteration 134Q: 3 clusters Score -2043175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2043174.625000 Penalty: 4758.304199
	Iteration 135F: 3 clusters Score -2043175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -415655.906250 Penalty: 2004.588989
	Iteration 0F: 2 clusters Score -415655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -412211.156250 Penalty: 4009.177979
	Iteration 0F: 3 clusters Score -412211.2 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -412944.000000 Penalty: 4009.177979
	Iteration 1F: 3 clusters Score -412944 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -413139.125000 Penalty: 4009.177979
	Iteration 2F: 3 clusters Score -413139.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -413299.000000 Penalty: 4009.177979
	Iteration 3F: 3 clusters Score -413299 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -413432.562500 Penalty: 4009.177979
	Iteration 4Q: 3 clusters Score -413432.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -413531.468750 Penalty: 4009.177979
	Iteration 5Q: 3 clusters Score -413531.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -413596.937500 Penalty: 4009.177979
	Iteration 6Q: 3 clusters Score -413596.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -413649.343750 Penalty: 4009.177979
	Iteration 7Q: 3 clusters Score -413649.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -413702.156250 Penalty: 4009.177979
	Iteration 8Q: 3 clusters Score -413702.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -413755.218750 Penalty: 4009.177979
	Iteration 9Q: 3 clusters Score -413755.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -413809.500000 Penalty: 4009.177979
	Iteration 10Q: 3 clusters Score -413809.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -413869.125000 Penalty: 4009.177979
	Iteration 11Q: 3 clusters Score -413869.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -413916.750000 Penalty: 4009.177979
	Iteration 12Q: 3 clusters Score -413916.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -413952.968750 Penalty: 4009.177979
	Iteration 13Q: 3 clusters Score -413953 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -413986.062500 Penalty: 4009.177979
	Iteration 14Q: 3 clusters Score -413986.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -414011.593750 Penalty: 4009.177979
	Iteration 15Q: 3 clusters Score -414011.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -414034.281250 Penalty: 4009.177979
	Iteration 16Q: 3 clusters Score -414034.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -414051.687500 Penalty: 4009.177979
	Iteration 17Q: 3 clusters Score -414051.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -414062.218750 Penalty: 4009.177979
	Iteration 18Q: 3 clusters Score -414062.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -414069.687500 Penalty: 4009.177979
	Iteration 19Q: 3 clusters Score -414069.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -414076.593750 Penalty: 4009.177979
	Iteration 20F: 3 clusters Score -414076.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -414081.062500 Penalty: 4009.177979
	Iteration 21Q: 3 clusters Score -414081.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -414088.375000 Penalty: 4009.177979
	Iteration 22Q: 3 clusters Score -414088.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -414099.093750 Penalty: 4009.177979
	Iteration 23Q: 3 clusters Score -414099.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -414107.562500 Penalty: 4009.177979
	Iteration 24Q: 3 clusters Score -414107.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -414112.968750 Penalty: 4009.177979
	Iteration 25Q: 3 clusters Score -414113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -414116.906250 Penalty: 4009.177979
	Iteration 26Q: 3 clusters Score -414116.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -414118.187500 Penalty: 4009.177979
	Iteration 27Q: 3 clusters Score -414118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -414120.312500 Penalty: 4009.177979
	Iteration 28Q: 3 clusters Score -414120.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -414122.343750 Penalty: 4009.177979
	Iteration 29Q: 3 clusters Score -414122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -414122.875000 Penalty: 4009.177979
	Iteration 30Q: 3 clusters Score -414122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -414123.156250 Penalty: 4009.177979
	Iteration 31Q: 3 clusters Score -414123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -414124.343750 Penalty: 4009.177979
	Iteration 32Q: 3 clusters Score -414124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -414124.812500 Penalty: 4009.177979
	Iteration 33Q: 3 clusters Score -414124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -414128.312500 Penalty: 4009.177979
	Iteration 34Q: 3 clusters Score -414128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -414130.062500 Penalty: 4009.177979
	Iteration 35Q: 3 clusters Score -414130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -414131.656250 Penalty: 4009.177979
	Iteration 36Q: 3 clusters Score -414131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -414132.750000 Penalty: 4009.177979
	Iteration 37Q: 3 clusters Score -414132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -414133.062500 Penalty: 4009.177979
	Iteration 38Q: 3 clusters Score -414133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -414133.062500 Penalty: 4009.177979
	Iteration 39F: 3 clusters Score -414133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -12104.263672 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -12104.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11325.936523 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -11325.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11335.219727 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -11335.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11335.219727 Penalty: 2340.375244
	Iteration 2F: 3 clusters Score -11335.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (147986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147986 members 
Entering Unmasked Estep 
Score: -20439486.000000 Penalty: 2952.408447
	Iteration 0F: 2 clusters Score -2.043949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 73859 members 
Entering Unmasked Estep 
Score: -20341524.000000 Penalty: 5904.816895
	Iteration 0F: 3 clusters Score -2.034152e+07 nChanged 70438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74497 members 
Mstep: Class 2 contains 73489 members 
Entering Unmasked Estep 
Score: -20382914.000000 Penalty: 5904.816895
	Iteration 1F: 3 clusters Score -2.038291e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -20384352.000000 Penalty: 5904.816895
	Iteration 2Q: 3 clusters Score -2.038435e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -20386236.000000 Penalty: 5904.816895
	Iteration 3Q: 3 clusters Score -2.038624e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -20388916.000000 Penalty: 5904.816895
	Iteration 4Q: 3 clusters Score -2.038892e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80378 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -20392566.000000 Penalty: 5904.816895
	Iteration 5F: 3 clusters Score -2.039257e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84196 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -20397902.000000 Penalty: 5904.816895
	Iteration 6F: 3 clusters Score -2.03979e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -20404972.000000 Penalty: 5904.816895
	Iteration 7F: 3 clusters Score -2.040497e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -20412798.000000 Penalty: 5904.816895
	Iteration 8F: 3 clusters Score -2.04128e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -20418648.000000 Penalty: 5904.816895
	Iteration 9F: 3 clusters Score -2.041865e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -20421994.000000 Penalty: 5904.816895
	Iteration 10Q: 3 clusters Score -2.042199e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -20423626.000000 Penalty: 5904.816895
	Iteration 11Q: 3 clusters Score -2.042363e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107177 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -20424850.000000 Penalty: 5904.816895
	Iteration 12Q: 3 clusters Score -2.042485e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109480 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -20425974.000000 Penalty: 5904.816895
	Iteration 13Q: 3 clusters Score -2.042597e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -20426916.000000 Penalty: 5904.816895
	Iteration 14Q: 3 clusters Score -2.042692e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113792 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -20427794.000000 Penalty: 5904.816895
	Iteration 15Q: 3 clusters Score -2.042779e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115796 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -20428562.000000 Penalty: 5904.816895
	Iteration 16Q: 3 clusters Score -2.042856e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117779 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -20429268.000000 Penalty: 5904.816895
	Iteration 17Q: 3 clusters Score -2.042927e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119660 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -20429818.000000 Penalty: 5904.816895
	Iteration 18Q: 3 clusters Score -2.042982e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121487 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -20430396.000000 Penalty: 5904.816895
	Iteration 19Q: 3 clusters Score -2.04304e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123260 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -20431030.000000 Penalty: 5904.816895
	Iteration 20F: 3 clusters Score -2.043103e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125004 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -20431574.000000 Penalty: 5904.816895
	Iteration 21Q: 3 clusters Score -2.043157e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126642 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -20432136.000000 Penalty: 5904.816895
	Iteration 22Q: 3 clusters Score -2.043214e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128266 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -20432750.000000 Penalty: 5904.816895
	Iteration 23Q: 3 clusters Score -2.043275e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129827 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -20433272.000000 Penalty: 5904.816895
	Iteration 24Q: 3 clusters Score -2.043327e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131269 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -20433742.000000 Penalty: 5904.816895
	Iteration 25Q: 3 clusters Score -2.043374e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132638 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -20434316.000000 Penalty: 5904.816895
	Iteration 26Q: 3 clusters Score -2.043432e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133913 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -20434730.000000 Penalty: 5904.816895
	Iteration 27Q: 3 clusters Score -2.043473e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135144 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -20435034.000000 Penalty: 5904.816895
	Iteration 28Q: 3 clusters Score -2.043503e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136310 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -20435402.000000 Penalty: 5904.816895
	Iteration 29Q: 3 clusters Score -2.04354e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137407 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -20435882.000000 Penalty: 5904.816895
	Iteration 30Q: 3 clusters Score -2.043588e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138462 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -20436092.000000 Penalty: 5904.816895
	Iteration 31Q: 3 clusters Score -2.043609e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139363 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -20436378.000000 Penalty: 5904.816895
	Iteration 32Q: 3 clusters Score -2.043638e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -20436612.000000 Penalty: 5904.816895
	Iteration 33Q: 3 clusters Score -2.043661e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140882 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -20436716.000000 Penalty: 5904.816895
	Iteration 34Q: 3 clusters Score -2.043672e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141524 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -20436828.000000 Penalty: 5904.816895
	Iteration 35Q: 3 clusters Score -2.043683e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142114 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -20436994.000000 Penalty: 5904.816895
	Iteration 36Q: 3 clusters Score -2.043699e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142622 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -20437176.000000 Penalty: 5904.816895
	Iteration 37Q: 3 clusters Score -2.043718e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143092 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -20437220.000000 Penalty: 5904.816895
	Iteration 38Q: 3 clusters Score -2.043722e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143487 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -20437256.000000 Penalty: 5904.816895
	Iteration 39Q: 3 clusters Score -2.043726e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143826 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -20437356.000000 Penalty: 5904.816895
	Iteration 40F: 3 clusters Score -2.043736e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144125 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -20437344.000000 Penalty: 5904.816895
	Iteration 41Q: 3 clusters Score -2.043734e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144371 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -20437420.000000 Penalty: 5904.816895
	Iteration 42Q: 3 clusters Score -2.043742e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144559 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -20437448.000000 Penalty: 5904.816895
	Iteration 43Q: 3 clusters Score -2.043745e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144731 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -20437534.000000 Penalty: 5904.816895
	Iteration 44Q: 3 clusters Score -2.043753e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144875 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -20437590.000000 Penalty: 5904.816895
	Iteration 45Q: 3 clusters Score -2.043759e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -20437550.000000 Penalty: 5904.816895
	Iteration 46Q: 3 clusters Score -2.043755e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145143 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -20437564.000000 Penalty: 5904.816895
	Iteration 47Q: 3 clusters Score -2.043756e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145280 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -20437578.000000 Penalty: 5904.816895
	Iteration 48Q: 3 clusters Score -2.043758e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145393 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -20437602.000000 Penalty: 5904.816895
	Iteration 49Q: 3 clusters Score -2.04376e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145492 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -20437594.000000 Penalty: 5904.816895
	Iteration 50Q: 3 clusters Score -2.043759e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145572 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -20437640.000000 Penalty: 5904.816895
	Iteration 51Q: 3 clusters Score -2.043764e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145638 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -20437618.000000 Penalty: 5904.816895
	Iteration 52Q: 3 clusters Score -2.043762e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145692 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -20437662.000000 Penalty: 5904.816895
	Iteration 53Q: 3 clusters Score -2.043766e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145750 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -20437640.000000 Penalty: 5904.816895
	Iteration 54Q: 3 clusters Score -2.043764e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145815 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -20437666.000000 Penalty: 5904.816895
	Iteration 55Q: 3 clusters Score -2.043767e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145868 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -20437638.000000 Penalty: 5904.816895
	Iteration 56Q: 3 clusters Score -2.043764e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145910 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -20437638.000000 Penalty: 5904.816895
	Iteration 57Q: 3 clusters Score -2.043764e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145940 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -20437652.000000 Penalty: 5904.816895
	Iteration 58Q: 3 clusters Score -2.043765e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145978 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -20437670.000000 Penalty: 5904.816895
	Iteration 59Q: 3 clusters Score -2.043767e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146008 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -20437684.000000 Penalty: 5904.816895
	Iteration 60F: 3 clusters Score -2.043768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146031 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -20437700.000000 Penalty: 5904.816895
	Iteration 61Q: 3 clusters Score -2.04377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146055 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -20437724.000000 Penalty: 5904.816895
	Iteration 62Q: 3 clusters Score -2.043772e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146075 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -20437694.000000 Penalty: 5904.816895
	Iteration 63Q: 3 clusters Score -2.043769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146102 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -20437678.000000 Penalty: 5904.816895
	Iteration 64Q: 3 clusters Score -2.043768e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146124 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -20437694.000000 Penalty: 5904.816895
	Iteration 65Q: 3 clusters Score -2.043769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146143 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -20437688.000000 Penalty: 5904.816895
	Iteration 66Q: 3 clusters Score -2.043769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146155 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -20437704.000000 Penalty: 5904.816895
	Iteration 67Q: 3 clusters Score -2.04377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146166 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -20437690.000000 Penalty: 5904.816895
	Iteration 68Q: 3 clusters Score -2.043769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146178 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -20437708.000000 Penalty: 5904.816895
	Iteration 69Q: 3 clusters Score -2.043771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146191 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -20437710.000000 Penalty: 5904.816895
	Iteration 70Q: 3 clusters Score -2.043771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -20437718.000000 Penalty: 5904.816895
	Iteration 71Q: 3 clusters Score -2.043772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146211 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -20437744.000000 Penalty: 5904.816895
	Iteration 72Q: 3 clusters Score -2.043774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146219 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -20437742.000000 Penalty: 5904.816895
	Iteration 73Q: 3 clusters Score -2.043774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146233 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -20437722.000000 Penalty: 5904.816895
	Iteration 74Q: 3 clusters Score -2.043772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146240 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -20437732.000000 Penalty: 5904.816895
	Iteration 75Q: 3 clusters Score -2.043773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146246 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -20437728.000000 Penalty: 5904.816895
	Iteration 76Q: 3 clusters Score -2.043773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146256 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -20437710.000000 Penalty: 5904.816895
	Iteration 77Q: 3 clusters Score -2.043771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146267 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20437706.000000 Penalty: 5904.816895
	Iteration 78Q: 3 clusters Score -2.043771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146271 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -20437684.000000 Penalty: 5904.816895
	Iteration 79Q: 3 clusters Score -2.043768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146275 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -20437690.000000 Penalty: 5904.816895
	Iteration 80F: 3 clusters Score -2.043769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146278 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -20437690.000000 Penalty: 5904.816895
	Iteration 81Q: 3 clusters Score -2.043769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146280 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -20437700.000000 Penalty: 5904.816895
	Iteration 82Q: 3 clusters Score -2.04377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146280 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -20437700.000000 Penalty: 5904.816895
	Iteration 83F: 3 clusters Score -2.04377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Entering Unmasked Estep 
Score: -4652716.500000 Penalty: 2589.354492
	Iteration 0F: 2 clusters Score -4652716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4629334.500000 Penalty: 5178.708984
	Iteration 0F: 3 clusters Score -4629334 nChanged 15482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -4638008.500000 Penalty: 5178.708984
	Iteration 1F: 3 clusters Score -4638008 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -4638735.500000 Penalty: 5178.708984
	Iteration 2F: 3 clusters Score -4638736 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -4639593.000000 Penalty: 5178.708984
	Iteration 3F: 3 clusters Score -4639593 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -4640693.000000 Penalty: 5178.708984
	Iteration 4F: 3 clusters Score -4640693 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -4642041.500000 Penalty: 5178.708984
	Iteration 5F: 3 clusters Score -4642042 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -4643581.500000 Penalty: 5178.708984
	Iteration 6F: 3 clusters Score -4643582 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -4645273.500000 Penalty: 5178.708984
	Iteration 7F: 3 clusters Score -4645274 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -4647020.000000 Penalty: 5178.708984
	Iteration 8F: 3 clusters Score -4647020 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -4648492.500000 Penalty: 5178.708984
	Iteration 9Q: 3 clusters Score -4648492 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -4649573.500000 Penalty: 5178.708984
	Iteration 10Q: 3 clusters Score -4649574 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4650084.000000 Penalty: 5178.708984
	Iteration 11Q: 3 clusters Score -4650084 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4650340.500000 Penalty: 5178.708984
	Iteration 12Q: 3 clusters Score -4650340 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4650480.000000 Penalty: 5178.708984
	Iteration 13Q: 3 clusters Score -4650480 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -4650585.500000 Penalty: 5178.708984
	Iteration 14Q: 3 clusters Score -4650586 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4650677.500000 Penalty: 5178.708984
	Iteration 15Q: 3 clusters Score -4650678 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4650763.000000 Penalty: 5178.708984
	Iteration 16Q: 3 clusters Score -4650763 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4650838.000000 Penalty: 5178.708984
	Iteration 17Q: 3 clusters Score -4650838 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4650893.000000 Penalty: 5178.708984
	Iteration 18Q: 3 clusters Score -4650893 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4650945.500000 Penalty: 5178.708984
	Iteration 19Q: 3 clusters Score -4650946 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4650971.000000 Penalty: 5178.708984
	Iteration 20F: 3 clusters Score -4650971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4650979.000000 Penalty: 5178.708984
	Iteration 21Q: 3 clusters Score -4650979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4650990.000000 Penalty: 5178.708984
	Iteration 22Q: 3 clusters Score -4650990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4651005.500000 Penalty: 5178.708984
	Iteration 23Q: 3 clusters Score -4651006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4651027.500000 Penalty: 5178.708984
	Iteration 24Q: 3 clusters Score -4651028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4651042.000000 Penalty: 5178.708984
	Iteration 25Q: 3 clusters Score -4651042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4651043.000000 Penalty: 5178.708984
	Iteration 26Q: 3 clusters Score -4651043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4651051.500000 Penalty: 5178.708984
	Iteration 27Q: 3 clusters Score -4651052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4651054.500000 Penalty: 5178.708984
	Iteration 28Q: 3 clusters Score -4651054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4651046.000000 Penalty: 5178.708984
	Iteration 29Q: 3 clusters Score -4651046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4651058.500000 Penalty: 5178.708984
	Iteration 30Q: 3 clusters Score -4651058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4651066.000000 Penalty: 5178.708984
	Iteration 31Q: 3 clusters Score -4651066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4651065.000000 Penalty: 5178.708984
	Iteration 32Q: 3 clusters Score -4651065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4651069.000000 Penalty: 5178.708984
	Iteration 33Q: 3 clusters Score -4651069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4651058.000000 Penalty: 5178.708984
	Iteration 34Q: 3 clusters Score -4651058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4651069.000000 Penalty: 5178.708984
	Iteration 35Q: 3 clusters Score -4651069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4651068.000000 Penalty: 5178.708984
	Iteration 36Q: 3 clusters Score -4651068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4651071.500000 Penalty: 5178.708984
	Iteration 37Q: 3 clusters Score -4651072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4651074.500000 Penalty: 5178.708984
	Iteration 38Q: 3 clusters Score -4651074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4651066.500000 Penalty: 5178.708984
	Iteration 39Q: 3 clusters Score -4651066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4651069.000000 Penalty: 5178.708984
	Iteration 40F: 3 clusters Score -4651069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4651071.500000 Penalty: 5178.708984
	Iteration 41Q: 3 clusters Score -4651072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4651074.000000 Penalty: 5178.708984
	Iteration 42Q: 3 clusters Score -4651074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4651078.000000 Penalty: 5178.708984
	Iteration 43Q: 3 clusters Score -4651078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4651083.000000 Penalty: 5178.708984
	Iteration 44Q: 3 clusters Score -4651083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4651081.500000 Penalty: 5178.708984
	Iteration 45Q: 3 clusters Score -4651082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4651092.000000 Penalty: 5178.708984
	Iteration 46Q: 3 clusters Score -4651092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4651089.500000 Penalty: 5178.708984
	Iteration 47Q: 3 clusters Score -4651090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4651089.000000 Penalty: 5178.708984
	Iteration 48Q: 3 clusters Score -4651089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4651094.500000 Penalty: 5178.708984
	Iteration 49Q: 3 clusters Score -4651094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4651092.000000 Penalty: 5178.708984
	Iteration 50Q: 3 clusters Score -4651092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4651092.500000 Penalty: 5178.708984
	Iteration 51Q: 3 clusters Score -4651092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4651087.000000 Penalty: 5178.708984
	Iteration 52Q: 3 clusters Score -4651087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4651083.000000 Penalty: 5178.708984
	Iteration 53Q: 3 clusters Score -4651083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4651088.500000 Penalty: 5178.708984
	Iteration 54Q: 3 clusters Score -4651088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4651088.000000 Penalty: 5178.708984
	Iteration 55Q: 3 clusters Score -4651088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4651088.000000 Penalty: 5178.708984
	Iteration 56F: 3 clusters Score -4651088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -33586.828125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -33586.83 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 139 members 
Entering Unmasked Estep 
Score: -32348.841797 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -32348.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32445.980469 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -32445.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32459.552734 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -32459.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32464.417969 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -32464.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32466.787109 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -32466.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32471.244141 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -32471.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32473.892578 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -32473.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32477.517578 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -32477.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32479.119141 Penalty: 2801.891357
	Iteration 8Q: 3 clusters Score -32479.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32482.968750 Penalty: 2801.891357
	Iteration 9Q: 3 clusters Score -32482.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32491.601562 Penalty: 2801.891357
	Iteration 10Q: 3 clusters Score -32491.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32497.744141 Penalty: 2801.891357
	Iteration 11Q: 3 clusters Score -32497.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32501.128906 Penalty: 2801.891357
	Iteration 12Q: 3 clusters Score -32501.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32503.179688 Penalty: 2801.891357
	Iteration 13Q: 3 clusters Score -32503.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32503.179688 Penalty: 2801.891357
	Iteration 14F: 3 clusters Score -32503.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -50654.781250 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -50654.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49195.210938 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -49195.21 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49381.398438 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -49381.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49495.832031 Penalty: 3004.165039
	Iteration 2Q: 3 clusters Score -49495.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49578.449219 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -49578.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49639.421875 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -49639.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49674.078125 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -49674.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49685.285156 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -49685.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49699.878906 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -49699.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49715.136719 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -49715.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -49749.191406 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -49749.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -49766.437500 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -49766.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49769.406250 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -49769.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49774.367188 Penalty: 3004.165039
	Iteration 12F: 3 clusters Score -49774.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -49841.250000 Penalty: 3004.165039
	Iteration 13Q: 3 clusters Score -49841.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49886.019531 Penalty: 3004.165039
	Iteration 14Q: 3 clusters Score -49886.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49908.148438 Penalty: 3004.165039
	Iteration 15Q: 3 clusters Score -49908.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49925.476562 Penalty: 3004.165039
	Iteration 16Q: 3 clusters Score -49925.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49946.261719 Penalty: 3004.165039
	Iteration 17Q: 3 clusters Score -49946.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -49955.082031 Penalty: 3004.165039
	Iteration 18Q: 3 clusters Score -49955.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -49955.082031 Penalty: 3004.165039
	Iteration 19F: 3 clusters Score -49955.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -68452.445312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -68452.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66907.062500 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -66907.06 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67043.546875 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -67043.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67090.945312 Penalty: 3129.719482
	Iteration 2Q: 3 clusters Score -67090.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67109.906250 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -67109.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67129.429688 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -67129.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67136.078125 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -67136.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67139.023438 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -67139.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67139.023438 Penalty: 3129.719482
	Iteration 7F: 3 clusters Score -67139.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -146967.906250 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -146967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -144956.687500 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -144956.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -145267.187500 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -145267.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -145377.140625 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -145377.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -145413.656250 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -145413.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -145432.000000 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -145432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -145444.687500 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -145444.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -145455.328125 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -145455.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145463.390625 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -145463.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -145466.484375 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -145466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -145466.484375 Penalty: 3476.666748
	Iteration 9F: 3 clusters Score -145466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157604 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49837 members 
Mstep: Class 4 contains 90180 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169158 members 
Mstep: Class 8 contains 103002 members 
Mstep: Class 9 contains 205623 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21958 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14667 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147986 members 
Mstep: Class 19 contains 34233 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447776.000000 Penalty: 78884.125000
Iteration 439Q: 24 clusters Score -1.374478e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157594 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49837 members 
Mstep: Class 4 contains 90190 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169183 members 
Mstep: Class 8 contains 103007 members 
Mstep: Class 9 contains 205589 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21954 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14674 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147977 members 
Mstep: Class 19 contains 34242 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447824.000000 Penalty: 78884.125000
Iteration 440F: 24 clusters Score -1.374478e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157582 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49837 members 
Mstep: Class 4 contains 90200 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169193 members 
Mstep: Class 8 contains 103013 members 
Mstep: Class 9 contains 205564 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21954 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6709 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14675 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147981 members 
Mstep: Class 19 contains 34250 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447824.000000 Penalty: 78884.125000
Iteration 441Q: 24 clusters Score -1.374478e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157579 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49833 members 
Mstep: Class 4 contains 90214 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169210 members 
Mstep: Class 8 contains 103022 members 
Mstep: Class 9 contains 205521 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21950 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14681 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147982 members 
Mstep: Class 19 contains 34258 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447776.000000 Penalty: 78884.125000
Iteration 442Q: 24 clusters Score -1.374478e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157573 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49835 members 
Mstep: Class 4 contains 90231 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169239 members 
Mstep: Class 8 contains 103014 members 
Mstep: Class 9 contains 205481 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21943 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14685 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147982 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447568.000000 Penalty: 78884.125000
Iteration 443Q: 24 clusters Score -1.374476e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157576 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49835 members 
Mstep: Class 4 contains 90230 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169257 members 
Mstep: Class 8 contains 103026 members 
Mstep: Class 9 contains 205436 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21943 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14685 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147993 members 
Mstep: Class 19 contains 34266 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 444Q: 24 clusters Score -1.374474e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157572 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49834 members 
Mstep: Class 4 contains 90232 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169262 members 
Mstep: Class 8 contains 103025 members 
Mstep: Class 9 contains 205409 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21946 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14687 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148005 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 445Q: 24 clusters Score -1.374474e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157561 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49836 members 
Mstep: Class 4 contains 90238 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169265 members 
Mstep: Class 8 contains 103022 members 
Mstep: Class 9 contains 205391 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21943 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14691 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148015 members 
Mstep: Class 19 contains 34284 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 446Q: 24 clusters Score -1.374473e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157546 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49835 members 
Mstep: Class 4 contains 90240 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169309 members 
Mstep: Class 8 contains 103025 members 
Mstep: Class 9 contains 205346 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21939 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6713 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14694 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148020 members 
Mstep: Class 19 contains 34294 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 447Q: 24 clusters Score -1.374475e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157538 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49827 members 
Mstep: Class 4 contains 90245 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169346 members 
Mstep: Class 8 contains 103031 members 
Mstep: Class 9 contains 205299 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21935 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14697 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148024 members 
Mstep: Class 19 contains 34303 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 448Q: 24 clusters Score -1.374475e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49822 members 
Mstep: Class 4 contains 90247 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169405 members 
Mstep: Class 8 contains 103037 members 
Mstep: Class 9 contains 205245 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21935 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6715 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14699 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148013 members 
Mstep: Class 19 contains 34310 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 449Q: 24 clusters Score -1.374474e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157519 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49822 members 
Mstep: Class 4 contains 90253 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169454 members 
Mstep: Class 8 contains 103038 members 
Mstep: Class 9 contains 205201 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21939 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14699 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148003 members 
Mstep: Class 19 contains 34314 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 450Q: 24 clusters Score -1.374475e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49821 members 
Mstep: Class 4 contains 90260 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169491 members 
Mstep: Class 8 contains 103050 members 
Mstep: Class 9 contains 205152 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21936 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6713 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14704 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148000 members 
Mstep: Class 19 contains 34320 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 451Q: 24 clusters Score -1.374476e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157501 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49815 members 
Mstep: Class 4 contains 90269 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169544 members 
Mstep: Class 8 contains 103056 members 
Mstep: Class 9 contains 205103 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21928 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14707 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147995 members 
Mstep: Class 19 contains 34326 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 452Q: 24 clusters Score -1.374475e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157492 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49813 members 
Mstep: Class 4 contains 90286 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169573 members 
Mstep: Class 8 contains 103061 members 
Mstep: Class 9 contains 205056 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21924 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14709 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147999 members 
Mstep: Class 19 contains 34332 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 453Q: 24 clusters Score -1.374476e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157493 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49808 members 
Mstep: Class 4 contains 90300 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169608 members 
Mstep: Class 8 contains 103065 members 
Mstep: Class 9 contains 205007 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21918 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14712 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148002 members 
Mstep: Class 19 contains 34333 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 454Q: 24 clusters Score -1.374475e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157481 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49801 members 
Mstep: Class 4 contains 90299 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169678 members 
Mstep: Class 8 contains 103066 members 
Mstep: Class 9 contains 204966 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21913 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14717 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147996 members 
Mstep: Class 19 contains 34329 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 455Q: 24 clusters Score -1.374475e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49799 members 
Mstep: Class 4 contains 90304 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169741 members 
Mstep: Class 8 contains 103064 members 
Mstep: Class 9 contains 204922 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21901 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14722 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147993 members 
Mstep: Class 19 contains 34333 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 456Q: 24 clusters Score -1.374476e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157438 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49802 members 
Mstep: Class 4 contains 90313 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169819 members 
Mstep: Class 8 contains 103062 members 
Mstep: Class 9 contains 204859 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21892 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14727 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148001 members 
Mstep: Class 19 contains 34332 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 457Q: 24 clusters Score -1.374475e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157417 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49793 members 
Mstep: Class 4 contains 90322 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169899 members 
Mstep: Class 8 contains 103065 members 
Mstep: Class 9 contains 204798 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21886 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14733 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148002 members 
Mstep: Class 19 contains 34331 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 458Q: 24 clusters Score -1.374475e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157397 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49784 members 
Mstep: Class 4 contains 90331 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 169977 members 
Mstep: Class 8 contains 103072 members 
Mstep: Class 9 contains 204742 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21872 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14735 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148010 members 
Mstep: Class 19 contains 34325 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 459Q: 24 clusters Score -1.374473e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157372 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49781 members 
Mstep: Class 4 contains 90343 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170042 members 
Mstep: Class 8 contains 103079 members 
Mstep: Class 9 contains 204683 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21867 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6709 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14737 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148021 members 
Mstep: Class 19 contains 34321 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 460F: 24 clusters Score -1.374474e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157359 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49781 members 
Mstep: Class 4 contains 90355 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170098 members 
Mstep: Class 8 contains 103081 members 
Mstep: Class 9 contains 204640 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21859 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14740 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148015 members 
Mstep: Class 19 contains 34320 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 461Q: 24 clusters Score -1.374475e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157341 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49779 members 
Mstep: Class 4 contains 90368 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170146 members 
Mstep: Class 8 contains 103087 members 
Mstep: Class 9 contains 204598 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6706 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14750 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148012 members 
Mstep: Class 19 contains 34320 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 462Q: 24 clusters Score -1.374476e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157336 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49776 members 
Mstep: Class 4 contains 90390 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170178 members 
Mstep: Class 8 contains 103089 members 
Mstep: Class 9 contains 204558 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21845 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6709 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14750 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148006 members 
Mstep: Class 19 contains 34319 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 463Q: 24 clusters Score -1.374475e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157340 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49780 members 
Mstep: Class 4 contains 90395 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170218 members 
Mstep: Class 8 contains 103094 members 
Mstep: Class 9 contains 204505 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21844 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6713 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14750 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148000 members 
Mstep: Class 19 contains 34317 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 464Q: 24 clusters Score -1.374474e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157336 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49784 members 
Mstep: Class 4 contains 90401 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170257 members 
Mstep: Class 8 contains 103094 members 
Mstep: Class 9 contains 204463 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21840 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14753 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147997 members 
Mstep: Class 19 contains 34317 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 465Q: 24 clusters Score -1.374476e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49786 members 
Mstep: Class 4 contains 90411 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170291 members 
Mstep: Class 8 contains 103093 members 
Mstep: Class 9 contains 204421 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21836 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14758 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147998 members 
Mstep: Class 19 contains 34317 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 466Q: 24 clusters Score -1.374475e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49793 members 
Mstep: Class 4 contains 90425 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170321 members 
Mstep: Class 8 contains 103097 members 
Mstep: Class 9 contains 204372 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21828 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6716 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14763 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148002 members 
Mstep: Class 19 contains 34317 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 467Q: 24 clusters Score -1.374475e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157328 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49793 members 
Mstep: Class 4 contains 90445 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170346 members 
Mstep: Class 8 contains 103095 members 
Mstep: Class 9 contains 204337 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21824 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14764 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147995 members 
Mstep: Class 19 contains 34315 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 468Q: 24 clusters Score -1.374476e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49796 members 
Mstep: Class 4 contains 90471 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170371 members 
Mstep: Class 8 contains 103109 members 
Mstep: Class 9 contains 204283 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21820 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14764 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148000 members 
Mstep: Class 19 contains 34313 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
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Iteration 469Q: 24 clusters Score -1.374475e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49796 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170390 members 
Mstep: Class 8 contains 103108 members 
Mstep: Class 9 contains 204260 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21819 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14764 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148004 members 
Mstep: Class 19 contains 34313 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447344.000000 Penalty: 78884.125000
Iteration 470Q: 24 clusters Score -1.374473e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157299 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49797 members 
Mstep: Class 4 contains 90488 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170408 members 
Mstep: Class 8 contains 103110 members 
Mstep: Class 9 contains 204228 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21817 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14766 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148022 members 
Mstep: Class 19 contains 34312 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447520.000000 Penalty: 78884.125000
Iteration 471Q: 24 clusters Score -1.374475e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49797 members 
Mstep: Class 4 contains 90498 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170413 members 
Mstep: Class 8 contains 103113 members 
Mstep: Class 9 contains 204204 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14768 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148026 members 
Mstep: Class 19 contains 34310 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447520.000000 Penalty: 78884.125000
Iteration 472Q: 24 clusters Score -1.374475e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157297 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49800 members 
Mstep: Class 4 contains 90509 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170424 members 
Mstep: Class 8 contains 103114 members 
Mstep: Class 9 contains 204192 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21811 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14769 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148022 members 
Mstep: Class 19 contains 34308 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447616.000000 Penalty: 78884.125000
Iteration 473Q: 24 clusters Score -1.374476e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157298 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49805 members 
Mstep: Class 4 contains 90520 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170444 members 
Mstep: Class 8 contains 103112 members 
Mstep: Class 9 contains 204169 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21808 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14769 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 148014 members 
Mstep: Class 19 contains 34307 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447552.000000 Penalty: 78884.125000
Iteration 474Q: 24 clusters Score -1.374476e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157296 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49807 members 
Mstep: Class 4 contains 90531 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170461 members 
Mstep: Class 8 contains 103123 members 
Mstep: Class 9 contains 204150 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21803 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14771 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147996 members 
Mstep: Class 19 contains 34308 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447504.000000 Penalty: 78884.125000
Iteration 475Q: 24 clusters Score -1.374475e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157291 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49813 members 
Mstep: Class 4 contains 90549 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170463 members 
Mstep: Class 8 contains 103128 members 
Mstep: Class 9 contains 204129 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21800 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14775 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147989 members 
Mstep: Class 19 contains 34309 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447536.000000 Penalty: 78884.125000
Iteration 476Q: 24 clusters Score -1.374475e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157295 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49818 members 
Mstep: Class 4 contains 90558 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170477 members 
Mstep: Class 8 contains 103135 members 
Mstep: Class 9 contains 204097 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21801 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14774 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147982 members 
Mstep: Class 19 contains 34309 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447520.000000 Penalty: 78884.125000
Iteration 477Q: 24 clusters Score -1.374475e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157300 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49821 members 
Mstep: Class 4 contains 90572 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170482 members 
Mstep: Class 8 contains 103138 members 
Mstep: Class 9 contains 204076 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21801 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14775 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147974 members 
Mstep: Class 19 contains 34308 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447440.000000 Penalty: 78884.125000
Iteration 478Q: 24 clusters Score -1.374474e+08 nChanged 113
Entering ConstructFrom: 
Score: -137447440.000000 Penalty: 78884.125000
Entering ConstructFrom: 
Trying to split cluster 1 (157307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157307 members 
Entering Unmasked Estep 
Score: -21718178.000000 Penalty: 2967.556885
	Iteration 0F: 2 clusters Score -2.171818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -21615698.000000 Penalty: 5935.113770
	Iteration 0F: 3 clusters Score -2.16157e+07 nChanged 75369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79627 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -21660150.000000 Penalty: 5935.113770
	Iteration 1F: 3 clusters Score -2.166015e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -21661724.000000 Penalty: 5935.113770
	Iteration 2Q: 3 clusters Score -2.166172e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -21664342.000000 Penalty: 5935.113770
	Iteration 3Q: 3 clusters Score -2.166434e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -21667962.000000 Penalty: 5935.113770
	Iteration 4Q: 3 clusters Score -2.166796e+07 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87496 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -21673414.000000 Penalty: 5935.113770
	Iteration 5F: 3 clusters Score -2.167341e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -21680744.000000 Penalty: 5935.113770
	Iteration 6F: 3 clusters Score -2.168074e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -21688718.000000 Penalty: 5935.113770
	Iteration 7F: 3 clusters Score -2.168872e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -21695608.000000 Penalty: 5935.113770
	Iteration 8F: 3 clusters Score -2.169561e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -21699848.000000 Penalty: 5935.113770
	Iteration 9Q: 3 clusters Score -2.169985e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107669 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -21701954.000000 Penalty: 5935.113770
	Iteration 10Q: 3 clusters Score -2.170195e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110191 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -21703096.000000 Penalty: 5935.113770
	Iteration 11Q: 3 clusters Score -2.17031e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112695 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -21703966.000000 Penalty: 5935.113770
	Iteration 12Q: 3 clusters Score -2.170397e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -21704760.000000 Penalty: 5935.113770
	Iteration 13Q: 3 clusters Score -2.170476e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117584 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -21705478.000000 Penalty: 5935.113770
	Iteration 14Q: 3 clusters Score -2.170548e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -21706198.000000 Penalty: 5935.113770
	Iteration 15Q: 3 clusters Score -2.17062e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122312 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -21706956.000000 Penalty: 5935.113770
	Iteration 16Q: 3 clusters Score -2.170696e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124509 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -21707718.000000 Penalty: 5935.113770
	Iteration 17Q: 3 clusters Score -2.170772e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126583 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -21708456.000000 Penalty: 5935.113770
	Iteration 18Q: 3 clusters Score -2.170846e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128631 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -21709200.000000 Penalty: 5935.113770
	Iteration 19Q: 3 clusters Score -2.17092e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130565 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -21709762.000000 Penalty: 5935.113770
	Iteration 20F: 3 clusters Score -2.170976e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132460 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -21710610.000000 Penalty: 5935.113770
	Iteration 21Q: 3 clusters Score -2.171061e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134361 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -21711386.000000 Penalty: 5935.113770
	Iteration 22Q: 3 clusters Score -2.171139e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136352 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -21711928.000000 Penalty: 5935.113770
	Iteration 23Q: 3 clusters Score -2.171193e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138325 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -21712638.000000 Penalty: 5935.113770
	Iteration 24Q: 3 clusters Score -2.171264e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -21713336.000000 Penalty: 5935.113770
	Iteration 25Q: 3 clusters Score -2.171334e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142115 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -21714002.000000 Penalty: 5935.113770
	Iteration 26Q: 3 clusters Score -2.1714e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143865 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -21714490.000000 Penalty: 5935.113770
	Iteration 27Q: 3 clusters Score -2.171449e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145495 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -21714906.000000 Penalty: 5935.113770
	Iteration 28Q: 3 clusters Score -2.171491e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146950 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -21715262.000000 Penalty: 5935.113770
	Iteration 29Q: 3 clusters Score -2.171526e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148261 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -21715452.000000 Penalty: 5935.113770
	Iteration 30Q: 3 clusters Score -2.171545e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149418 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -21715738.000000 Penalty: 5935.113770
	Iteration 31Q: 3 clusters Score -2.171574e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150458 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -21715876.000000 Penalty: 5935.113770
	Iteration 32Q: 3 clusters Score -2.171588e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151326 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -21715950.000000 Penalty: 5935.113770
	Iteration 33Q: 3 clusters Score -2.171595e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152082 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -21716078.000000 Penalty: 5935.113770
	Iteration 34Q: 3 clusters Score -2.171608e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -21716172.000000 Penalty: 5935.113770
	Iteration 35Q: 3 clusters Score -2.171617e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153269 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -21716204.000000 Penalty: 5935.113770
	Iteration 36Q: 3 clusters Score -2.17162e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153700 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -21716224.000000 Penalty: 5935.113770
	Iteration 37Q: 3 clusters Score -2.171622e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154055 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -21716318.000000 Penalty: 5935.113770
	Iteration 38Q: 3 clusters Score -2.171632e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154327 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -21716386.000000 Penalty: 5935.113770
	Iteration 39Q: 3 clusters Score -2.171639e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154553 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -21716402.000000 Penalty: 5935.113770
	Iteration 40F: 3 clusters Score -2.17164e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154720 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -21716422.000000 Penalty: 5935.113770
	Iteration 41Q: 3 clusters Score -2.171642e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -21716392.000000 Penalty: 5935.113770
	Iteration 42Q: 3 clusters Score -2.171639e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -21716418.000000 Penalty: 5935.113770
	Iteration 43Q: 3 clusters Score -2.171642e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21716358.000000 Penalty: 5935.113770
	Iteration 44Q: 3 clusters Score -2.171636e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155133 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -21716386.000000 Penalty: 5935.113770
	Iteration 45Q: 3 clusters Score -2.171639e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155204 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -21716384.000000 Penalty: 5935.113770
	Iteration 46Q: 3 clusters Score -2.171638e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155257 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -21716370.000000 Penalty: 5935.113770
	Iteration 47Q: 3 clusters Score -2.171637e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155304 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -21716388.000000 Penalty: 5935.113770
	Iteration 48Q: 3 clusters Score -2.171639e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -21716388.000000 Penalty: 5935.113770
	Iteration 49Q: 3 clusters Score -2.171639e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155401 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -21716400.000000 Penalty: 5935.113770
	Iteration 50Q: 3 clusters Score -2.17164e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155444 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -21716394.000000 Penalty: 5935.113770
	Iteration 51Q: 3 clusters Score -2.171639e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155489 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -21716416.000000 Penalty: 5935.113770
	Iteration 52Q: 3 clusters Score -2.171642e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155527 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -21716408.000000 Penalty: 5935.113770
	Iteration 53Q: 3 clusters Score -2.171641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155552 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -21716370.000000 Penalty: 5935.113770
	Iteration 54Q: 3 clusters Score -2.171637e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155576 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -21716390.000000 Penalty: 5935.113770
	Iteration 55Q: 3 clusters Score -2.171639e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155609 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -21716354.000000 Penalty: 5935.113770
	Iteration 56Q: 3 clusters Score -2.171635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155635 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -21716340.000000 Penalty: 5935.113770
	Iteration 57Q: 3 clusters Score -2.171634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155651 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -21716332.000000 Penalty: 5935.113770
	Iteration 58Q: 3 clusters Score -2.171633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155668 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -21716356.000000 Penalty: 5935.113770
	Iteration 59Q: 3 clusters Score -2.171636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155687 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -21716362.000000 Penalty: 5935.113770
	Iteration 60F: 3 clusters Score -2.171636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155702 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -21716360.000000 Penalty: 5935.113770
	Iteration 61Q: 3 clusters Score -2.171636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155724 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -21716360.000000 Penalty: 5935.113770
	Iteration 62Q: 3 clusters Score -2.171636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155738 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -21716362.000000 Penalty: 5935.113770
	Iteration 63Q: 3 clusters Score -2.171636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155748 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -21716372.000000 Penalty: 5935.113770
	Iteration 64Q: 3 clusters Score -2.171637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155755 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -21716378.000000 Penalty: 5935.113770
	Iteration 65Q: 3 clusters Score -2.171638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155759 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -21716384.000000 Penalty: 5935.113770
	Iteration 66Q: 3 clusters Score -2.171638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155759 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -21716384.000000 Penalty: 5935.113770
	Iteration 67F: 3 clusters Score -2.171638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44493.824219 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -44493.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43113.132812 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -43113.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43241.328125 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -43241.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43306.257812 Penalty: 2913.965820
	Iteration 2F: 3 clusters Score -43306.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43340.843750 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -43340.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43357.304688 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -43357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43364.679688 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -43364.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43368.199219 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -43368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43371.804688 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -43371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43371.804688 Penalty: 2913.965820
	Iteration 8F: 3 clusters Score -43371.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Entering Unmasked Estep 
Score: -6705327.500000 Penalty: 2682.440430
	Iteration 0F: 2 clusters Score -6705328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -6671776.500000 Penalty: 5364.880859
	Iteration 0F: 3 clusters Score -6671776 nChanged 23008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -6684484.500000 Penalty: 5364.880859
	Iteration 1F: 3 clusters Score -6684484 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -6685100.500000 Penalty: 5364.880859
	Iteration 2Q: 3 clusters Score -6685100 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -6685899.500000 Penalty: 5364.880859
	Iteration 3Q: 3 clusters Score -6685900 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -6687222.500000 Penalty: 5364.880859
	Iteration 4F: 3 clusters Score -6687222 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -6689232.000000 Penalty: 5364.880859
	Iteration 5F: 3 clusters Score -6689232 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -6692313.000000 Penalty: 5364.880859
	Iteration 6F: 3 clusters Score -6692313 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -6696198.500000 Penalty: 5364.880859
	Iteration 7F: 3 clusters Score -6696198 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -6699660.000000 Penalty: 5364.880859
	Iteration 8F: 3 clusters Score -6699660 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6701666.500000 Penalty: 5364.880859
	Iteration 9Q: 3 clusters Score -6701666 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6702516.000000 Penalty: 5364.880859
	Iteration 10Q: 3 clusters Score -6702516 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6702820.000000 Penalty: 5364.880859
	Iteration 11Q: 3 clusters Score -6702820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6702921.500000 Penalty: 5364.880859
	Iteration 12Q: 3 clusters Score -6702922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6702971.500000 Penalty: 5364.880859
	Iteration 13Q: 3 clusters Score -6702972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6703004.000000 Penalty: 5364.880859
	Iteration 14Q: 3 clusters Score -6703004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6703040.000000 Penalty: 5364.880859
	Iteration 15Q: 3 clusters Score -6703040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6703069.000000 Penalty: 5364.880859
	Iteration 16Q: 3 clusters Score -6703069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6703081.500000 Penalty: 5364.880859
	Iteration 17Q: 3 clusters Score -6703082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6703088.500000 Penalty: 5364.880859
	Iteration 18Q: 3 clusters Score -6703088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6703086.000000 Penalty: 5364.880859
	Iteration 19Q: 3 clusters Score -6703086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6703094.500000 Penalty: 5364.880859
	Iteration 20F: 3 clusters Score -6703094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6703090.000000 Penalty: 5364.880859
	Iteration 21Q: 3 clusters Score -6703090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6703086.000000 Penalty: 5364.880859
	Iteration 22Q: 3 clusters Score -6703086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6703091.500000 Penalty: 5364.880859
	Iteration 23Q: 3 clusters Score -6703092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6703097.000000 Penalty: 5364.880859
	Iteration 24Q: 3 clusters Score -6703097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6703098.500000 Penalty: 5364.880859
	Iteration 25Q: 3 clusters Score -6703098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6703103.500000 Penalty: 5364.880859
	Iteration 26Q: 3 clusters Score -6703104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6703110.000000 Penalty: 5364.880859
	Iteration 27Q: 3 clusters Score -6703110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6703108.500000 Penalty: 5364.880859
	Iteration 28Q: 3 clusters Score -6703108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6703108.500000 Penalty: 5364.880859
	Iteration 29F: 3 clusters Score -6703108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (90578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Entering Unmasked Estep 
Score: -12606903.000000 Penalty: 2830.663574
	Iteration 0F: 2 clusters Score -1.26069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -12546073.000000 Penalty: 5661.327148
	Iteration 0F: 3 clusters Score -1.254607e+07 nChanged 42823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -12570423.000000 Penalty: 5661.327148
	Iteration 1F: 3 clusters Score -1.257042e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -12571197.000000 Penalty: 5661.327148
	Iteration 2Q: 3 clusters Score -1.25712e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -12572124.000000 Penalty: 5661.327148
	Iteration 3Q: 3 clusters Score -1.257212e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -12573430.000000 Penalty: 5661.327148
	Iteration 4Q: 3 clusters Score -1.257343e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -12575517.000000 Penalty: 5661.327148
	Iteration 5Q: 3 clusters Score -1.257552e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -12579108.000000 Penalty: 5661.327148
	Iteration 6F: 3 clusters Score -1.257911e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -12584764.000000 Penalty: 5661.327148
	Iteration 7F: 3 clusters Score -1.258476e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
Score: -12591817.000000 Penalty: 5661.327148
	Iteration 8F: 3 clusters Score -1.259182e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -12597966.000000 Penalty: 5661.327148
	Iteration 9F: 3 clusters Score -1.259797e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -12601763.000000 Penalty: 5661.327148
	Iteration 10Q: 3 clusters Score -1.260176e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -12603482.000000 Penalty: 5661.327148
	Iteration 11Q: 3 clusters Score -1.260348e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -12604293.000000 Penalty: 5661.327148
	Iteration 12Q: 3 clusters Score -1.260429e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -12604644.000000 Penalty: 5661.327148
	Iteration 13Q: 3 clusters Score -1.260464e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 89165 members 
Entering Unmasked Estep 
Score: -12604828.000000 Penalty: 5661.327148
	Iteration 14Q: 3 clusters Score -1.260483e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -12604987.000000 Penalty: 5661.327148
	Iteration 15Q: 3 clusters Score -1.260499e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 89381 members 
Entering Unmasked Estep 
Score: -12605119.000000 Penalty: 5661.327148
	Iteration 16Q: 3 clusters Score -1.260512e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -12605184.000000 Penalty: 5661.327148
	Iteration 17Q: 3 clusters Score -1.260518e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 89449 members 
Entering Unmasked Estep 
Score: -12605230.000000 Penalty: 5661.327148
	Iteration 18Q: 3 clusters Score -1.260523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
Score: -12605274.000000 Penalty: 5661.327148
	Iteration 19Q: 3 clusters Score -1.260527e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -12605291.000000 Penalty: 5661.327148
	Iteration 20F: 3 clusters Score -1.260529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
Score: -12605300.000000 Penalty: 5661.327148
	Iteration 21Q: 3 clusters Score -1.26053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -12605297.000000 Penalty: 5661.327148
	Iteration 22Q: 3 clusters Score -1.26053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 89469 members 
Entering Unmasked Estep 
Score: -12605310.000000 Penalty: 5661.327148
	Iteration 23Q: 3 clusters Score -1.260531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 89472 members 
Entering Unmasked Estep 
Score: -12605313.000000 Penalty: 5661.327148
	Iteration 24Q: 3 clusters Score -1.260531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -12605317.000000 Penalty: 5661.327148
	Iteration 25Q: 3 clusters Score -1.260532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -12605312.000000 Penalty: 5661.327148
	Iteration 26Q: 3 clusters Score -1.260531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -12605313.000000 Penalty: 5661.327148
	Iteration 27Q: 3 clusters Score -1.260531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -12605317.000000 Penalty: 5661.327148
	Iteration 28Q: 3 clusters Score -1.260532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 89477 members 
Entering Unmasked Estep 
Score: -12605319.000000 Penalty: 5661.327148
	Iteration 29Q: 3 clusters Score -1.260532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -12605319.000000 Penalty: 5661.327148
	Iteration 30Q: 3 clusters Score -1.260532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -12605323.000000 Penalty: 5661.327148
	Iteration 31Q: 3 clusters Score -1.260532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -12605327.000000 Penalty: 5661.327148
	Iteration 32Q: 3 clusters Score -1.260533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -12605327.000000 Penalty: 5661.327148
	Iteration 33F: 3 clusters Score -1.260533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -142604.031250 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -142604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -140642.421875 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -140642.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -141021.109375 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -141021.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -141158.015625 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -141158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -141360.093750 Penalty: 3485.107666
	Iteration 3F: 3 clusters Score -141360.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141565.640625 Penalty: 3485.107666
	Iteration 4F: 3 clusters Score -141565.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -141689.281250 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -141689.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -141760.062500 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -141760.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -141815.531250 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -141815.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -141853.703125 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -141853.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -141876.015625 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -141876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -141888.953125 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -141889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -141899.484375 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -141899.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -141909.078125 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -141909.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -141915.796875 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -141915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -141919.765625 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -141919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -141920.484375 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -141920.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -141920.484375 Penalty: 3485.107666
	Iteration 16F: 3 clusters Score -141920.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -64840.933594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -64840.93 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 295 members 
Entering Unmasked Estep 
Score: -63394.285156 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -63394.29 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63641.980469 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -63641.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63759.195312 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -63759.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63821.167969 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -63821.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63882.968750 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -63882.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63927.640625 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -63927.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63944.085938 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -63944.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63954.988281 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -63954.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63965.093750 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -63965.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63982.609375 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -63982.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63998.925781 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -63998.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64032.382812 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -64032.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64073.953125 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -64073.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64100.800781 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -64100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -64106.832031 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -64106.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -64120.808594 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -64120.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -64120.808594 Penalty: 3124.278809
	Iteration 16F: 3 clusters Score -64120.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (170491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170491 members 
Entering Unmasked Estep 
Score: -23440712.000000 Penalty: 2987.516602
	Iteration 0F: 2 clusters Score -2.344071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -23328970.000000 Penalty: 5975.033203
	Iteration 0F: 3 clusters Score -2.332897e+07 nChanged 81624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -23376562.000000 Penalty: 5975.033203
	Iteration 1F: 3 clusters Score -2.337656e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -23377556.000000 Penalty: 5975.033203
	Iteration 2Q: 3 clusters Score -2.337756e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -23378998.000000 Penalty: 5975.033203
	Iteration 3Q: 3 clusters Score -2.3379e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84797 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -23380682.000000 Penalty: 5975.033203
	Iteration 4Q: 3 clusters Score -2.338068e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -23383146.000000 Penalty: 5975.033203
	Iteration 5Q: 3 clusters Score -2.338315e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83087 members 
Mstep: Class 2 contains 87404 members 
Entering Unmasked Estep 
Score: -23386306.000000 Penalty: 5975.033203
	Iteration 6Q: 3 clusters Score -2.338631e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81172 members 
Mstep: Class 2 contains 89319 members 
Entering Unmasked Estep 
Score: -23390338.000000 Penalty: 5975.033203
	Iteration 7Q: 3 clusters Score -2.339034e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78182 members 
Mstep: Class 2 contains 92309 members 
Entering Unmasked Estep 
Score: -23395810.000000 Penalty: 5975.033203
	Iteration 8F: 3 clusters Score -2.339581e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -23403026.000000 Penalty: 5975.033203
	Iteration 9F: 3 clusters Score -2.340303e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -23411138.000000 Penalty: 5975.033203
	Iteration 10F: 3 clusters Score -2.341114e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64595 members 
Mstep: Class 2 contains 105896 members 
Entering Unmasked Estep 
Score: -23418300.000000 Penalty: 5975.033203
	Iteration 11F: 3 clusters Score -2.34183e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 109794 members 
Entering Unmasked Estep 
Score: -23422756.000000 Penalty: 5975.033203
	Iteration 12Q: 3 clusters Score -2.342276e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 112973 members 
Entering Unmasked Estep 
Score: -23425592.000000 Penalty: 5975.033203
	Iteration 13Q: 3 clusters Score -2.342559e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 115537 members 
Entering Unmasked Estep 
Score: -23427330.000000 Penalty: 5975.033203
	Iteration 14Q: 3 clusters Score -2.342733e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 117804 members 
Entering Unmasked Estep 
Score: -23428676.000000 Penalty: 5975.033203
	Iteration 15Q: 3 clusters Score -2.342868e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 119841 members 
Entering Unmasked Estep 
Score: -23429546.000000 Penalty: 5975.033203
	Iteration 16Q: 3 clusters Score -2.342955e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 121730 members 
Entering Unmasked Estep 
Score: -23430320.000000 Penalty: 5975.033203
	Iteration 17Q: 3 clusters Score -2.343032e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 123483 members 
Entering Unmasked Estep 
Score: -23430904.000000 Penalty: 5975.033203
	Iteration 18Q: 3 clusters Score -2.34309e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 125193 members 
Entering Unmasked Estep 
Score: -23431544.000000 Penalty: 5975.033203
	Iteration 19Q: 3 clusters Score -2.343154e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 126768 members 
Entering Unmasked Estep 
Score: -23431974.000000 Penalty: 5975.033203
	Iteration 20F: 3 clusters Score -2.343197e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 128334 members 
Entering Unmasked Estep 
Score: -23432382.000000 Penalty: 5975.033203
	Iteration 21Q: 3 clusters Score -2.343238e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 129928 members 
Entering Unmasked Estep 
Score: -23432690.000000 Penalty: 5975.033203
	Iteration 22Q: 3 clusters Score -2.343269e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 131451 members 
Entering Unmasked Estep 
Score: -23432984.000000 Penalty: 5975.033203
	Iteration 23Q: 3 clusters Score -2.343298e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 132957 members 
Entering Unmasked Estep 
Score: -23433322.000000 Penalty: 5975.033203
	Iteration 24Q: 3 clusters Score -2.343332e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 134430 members 
Entering Unmasked Estep 
Score: -23433582.000000 Penalty: 5975.033203
	Iteration 25Q: 3 clusters Score -2.343358e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 135901 members 
Entering Unmasked Estep 
Score: -23433946.000000 Penalty: 5975.033203
	Iteration 26Q: 3 clusters Score -2.343395e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 137362 members 
Entering Unmasked Estep 
Score: -23434344.000000 Penalty: 5975.033203
	Iteration 27Q: 3 clusters Score -2.343434e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 138826 members 
Entering Unmasked Estep 
Score: -23434730.000000 Penalty: 5975.033203
	Iteration 28Q: 3 clusters Score -2.343473e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 140251 members 
Entering Unmasked Estep 
Score: -23435054.000000 Penalty: 5975.033203
	Iteration 29Q: 3 clusters Score -2.343505e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 141662 members 
Entering Unmasked Estep 
Score: -23435284.000000 Penalty: 5975.033203
	Iteration 30Q: 3 clusters Score -2.343528e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 143078 members 
Entering Unmasked Estep 
Score: -23435474.000000 Penalty: 5975.033203
	Iteration 31Q: 3 clusters Score -2.343547e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 144462 members 
Entering Unmasked Estep 
Score: -23435714.000000 Penalty: 5975.033203
	Iteration 32Q: 3 clusters Score -2.343571e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 145888 members 
Entering Unmasked Estep 
Score: -23436044.000000 Penalty: 5975.033203
	Iteration 33Q: 3 clusters Score -2.343604e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 147272 members 
Entering Unmasked Estep 
Score: -23436414.000000 Penalty: 5975.033203
	Iteration 34Q: 3 clusters Score -2.343641e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 148619 members 
Entering Unmasked Estep 
Score: -23436782.000000 Penalty: 5975.033203
	Iteration 35Q: 3 clusters Score -2.343678e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 149962 members 
Entering Unmasked Estep 
Score: -23437078.000000 Penalty: 5975.033203
	Iteration 36Q: 3 clusters Score -2.343708e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 151309 members 
Entering Unmasked Estep 
Score: -23437294.000000 Penalty: 5975.033203
	Iteration 37Q: 3 clusters Score -2.343729e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 152687 members 
Entering Unmasked Estep 
Score: -23437548.000000 Penalty: 5975.033203
	Iteration 38Q: 3 clusters Score -2.343755e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 153944 members 
Entering Unmasked Estep 
Score: -23437864.000000 Penalty: 5975.033203
	Iteration 39Q: 3 clusters Score -2.343786e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 155146 members 
Entering Unmasked Estep 
Score: -23438048.000000 Penalty: 5975.033203
	Iteration 40F: 3 clusters Score -2.343805e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 156230 members 
Entering Unmasked Estep 
Score: -23438264.000000 Penalty: 5975.033203
	Iteration 41Q: 3 clusters Score -2.343826e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 157257 members 
Entering Unmasked Estep 
Score: -23438494.000000 Penalty: 5975.033203
	Iteration 42Q: 3 clusters Score -2.343849e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 158218 members 
Entering Unmasked Estep 
Score: -23438750.000000 Penalty: 5975.033203
	Iteration 43Q: 3 clusters Score -2.343875e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 159039 members 
Entering Unmasked Estep 
Score: -23438968.000000 Penalty: 5975.033203
	Iteration 44Q: 3 clusters Score -2.343897e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -23439094.000000 Penalty: 5975.033203
	Iteration 45Q: 3 clusters Score -2.343909e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 160346 members 
Entering Unmasked Estep 
Score: -23439214.000000 Penalty: 5975.033203
	Iteration 46Q: 3 clusters Score -2.343921e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 160921 members 
Entering Unmasked Estep 
Score: -23439330.000000 Penalty: 5975.033203
	Iteration 47Q: 3 clusters Score -2.343933e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 161454 members 
Entering Unmasked Estep 
Score: -23439466.000000 Penalty: 5975.033203
	Iteration 48Q: 3 clusters Score -2.343947e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 161915 members 
Entering Unmasked Estep 
Score: -23439590.000000 Penalty: 5975.033203
	Iteration 49Q: 3 clusters Score -2.343959e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 162352 members 
Entering Unmasked Estep 
Score: -23439578.000000 Penalty: 5975.033203
	Iteration 50Q: 3 clusters Score -2.343958e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 162722 members 
Entering Unmasked Estep 
Score: -23439646.000000 Penalty: 5975.033203
	Iteration 51Q: 3 clusters Score -2.343965e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 163048 members 
Entering Unmasked Estep 
Score: -23439610.000000 Penalty: 5975.033203
	Iteration 52Q: 3 clusters Score -2.343961e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 163352 members 
Entering Unmasked Estep 
Score: -23439698.000000 Penalty: 5975.033203
	Iteration 53Q: 3 clusters Score -2.34397e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 163627 members 
Entering Unmasked Estep 
Score: -23439696.000000 Penalty: 5975.033203
	Iteration 54Q: 3 clusters Score -2.34397e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 163866 members 
Entering Unmasked Estep 
Score: -23439820.000000 Penalty: 5975.033203
	Iteration 55Q: 3 clusters Score -2.343982e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 164080 members 
Entering Unmasked Estep 
Score: -23439860.000000 Penalty: 5975.033203
	Iteration 56Q: 3 clusters Score -2.343986e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 164301 members 
Entering Unmasked Estep 
Score: -23439926.000000 Penalty: 5975.033203
	Iteration 57Q: 3 clusters Score -2.343993e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 164508 members 
Entering Unmasked Estep 
Score: -23439930.000000 Penalty: 5975.033203
	Iteration 58Q: 3 clusters Score -2.343993e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 164685 members 
Entering Unmasked Estep 
Score: -23439972.000000 Penalty: 5975.033203
	Iteration 59Q: 3 clusters Score -2.343997e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 164846 members 
Entering Unmasked Estep 
Score: -23439992.000000 Penalty: 5975.033203
	Iteration 60F: 3 clusters Score -2.343999e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 164966 members 
Entering Unmasked Estep 
Score: -23440016.000000 Penalty: 5975.033203
	Iteration 61Q: 3 clusters Score -2.344002e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 165069 members 
Entering Unmasked Estep 
Score: -23440024.000000 Penalty: 5975.033203
	Iteration 62Q: 3 clusters Score -2.344002e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 165161 members 
Entering Unmasked Estep 
Score: -23439988.000000 Penalty: 5975.033203
	Iteration 63Q: 3 clusters Score -2.343999e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 165257 members 
Entering Unmasked Estep 
Score: -23440020.000000 Penalty: 5975.033203
	Iteration 64Q: 3 clusters Score -2.344002e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -23440002.000000 Penalty: 5975.033203
	Iteration 65Q: 3 clusters Score -2.344e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 165471 members 
Entering Unmasked Estep 
Score: -23440046.000000 Penalty: 5975.033203
	Iteration 66Q: 3 clusters Score -2.344005e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 165572 members 
Entering Unmasked Estep 
Score: -23440074.000000 Penalty: 5975.033203
	Iteration 67Q: 3 clusters Score -2.344007e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 165667 members 
Entering Unmasked Estep 
Score: -23440060.000000 Penalty: 5975.033203
	Iteration 68Q: 3 clusters Score -2.344006e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 165758 members 
Entering Unmasked Estep 
Score: -23440056.000000 Penalty: 5975.033203
	Iteration 69Q: 3 clusters Score -2.344006e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 165838 members 
Entering Unmasked Estep 
Score: -23440082.000000 Penalty: 5975.033203
	Iteration 70Q: 3 clusters Score -2.344008e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 165904 members 
Entering Unmasked Estep 
Score: -23440094.000000 Penalty: 5975.033203
	Iteration 71Q: 3 clusters Score -2.344009e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 165958 members 
Entering Unmasked Estep 
Score: -23440108.000000 Penalty: 5975.033203
	Iteration 72Q: 3 clusters Score -2.344011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 165998 members 
Entering Unmasked Estep 
Score: -23440108.000000 Penalty: 5975.033203
	Iteration 73Q: 3 clusters Score -2.344011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 166038 members 
Entering Unmasked Estep 
Score: -23440106.000000 Penalty: 5975.033203
	Iteration 74Q: 3 clusters Score -2.344011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 166074 members 
Entering Unmasked Estep 
Score: -23440096.000000 Penalty: 5975.033203
	Iteration 75Q: 3 clusters Score -2.34401e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 166112 members 
Entering Unmasked Estep 
Score: -23440070.000000 Penalty: 5975.033203
	Iteration 76Q: 3 clusters Score -2.344007e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 166147 members 
Entering Unmasked Estep 
Score: -23440084.000000 Penalty: 5975.033203
	Iteration 77Q: 3 clusters Score -2.344008e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 166193 members 
Entering Unmasked Estep 
Score: -23440062.000000 Penalty: 5975.033203
	Iteration 78Q: 3 clusters Score -2.344006e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 166230 members 
Entering Unmasked Estep 
Score: -23440090.000000 Penalty: 5975.033203
	Iteration 79Q: 3 clusters Score -2.344009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 166258 members 
Entering Unmasked Estep 
Score: -23440098.000000 Penalty: 5975.033203
	Iteration 80F: 3 clusters Score -2.34401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 166279 members 
Entering Unmasked Estep 
Score: -23440086.000000 Penalty: 5975.033203
	Iteration 81Q: 3 clusters Score -2.344009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 166301 members 
Entering Unmasked Estep 
Score: -23440088.000000 Penalty: 5975.033203
	Iteration 82Q: 3 clusters Score -2.344009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 166316 members 
Entering Unmasked Estep 
Score: -23440096.000000 Penalty: 5975.033203
	Iteration 83Q: 3 clusters Score -2.34401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 166327 members 
Entering Unmasked Estep 
Score: -23440100.000000 Penalty: 5975.033203
	Iteration 84Q: 3 clusters Score -2.34401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 166334 members 
Entering Unmasked Estep 
Score: -23440080.000000 Penalty: 5975.033203
	Iteration 85Q: 3 clusters Score -2.344008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 166341 members 
Entering Unmasked Estep 
Score: -23440092.000000 Penalty: 5975.033203
	Iteration 86Q: 3 clusters Score -2.344009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 166351 members 
Entering Unmasked Estep 
Score: -23440088.000000 Penalty: 5975.033203
	Iteration 87Q: 3 clusters Score -2.344009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 166358 members 
Entering Unmasked Estep 
Score: -23440072.000000 Penalty: 5975.033203
	Iteration 88Q: 3 clusters Score -2.344007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 166365 members 
Entering Unmasked Estep 
Score: -23440080.000000 Penalty: 5975.033203
	Iteration 89Q: 3 clusters Score -2.344008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 166372 members 
Entering Unmasked Estep 
Score: -23440066.000000 Penalty: 5975.033203
	Iteration 90Q: 3 clusters Score -2.344007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 166382 members 
Entering Unmasked Estep 
Score: -23440070.000000 Penalty: 5975.033203
	Iteration 91Q: 3 clusters Score -2.344007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 166387 members 
Entering Unmasked Estep 
Score: -23440080.000000 Penalty: 5975.033203
	Iteration 92Q: 3 clusters Score -2.344008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 166393 members 
Entering Unmasked Estep 
Score: -23440078.000000 Penalty: 5975.033203
	Iteration 93Q: 3 clusters Score -2.344008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 166395 members 
Entering Unmasked Estep 
Score: -23440092.000000 Penalty: 5975.033203
	Iteration 94Q: 3 clusters Score -2.344009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 166400 members 
Entering Unmasked Estep 
Score: -23440076.000000 Penalty: 5975.033203
	Iteration 95Q: 3 clusters Score -2.344008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 166404 members 
Entering Unmasked Estep 
Score: -23440094.000000 Penalty: 5975.033203
	Iteration 96Q: 3 clusters Score -2.344009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 166414 members 
Entering Unmasked Estep 
Score: -23440084.000000 Penalty: 5975.033203
	Iteration 97Q: 3 clusters Score -2.344008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 166420 members 
Entering Unmasked Estep 
Score: -23440080.000000 Penalty: 5975.033203
	Iteration 98Q: 3 clusters Score -2.344008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 166429 members 
Entering Unmasked Estep 
Score: -23440098.000000 Penalty: 5975.033203
	Iteration 99Q: 3 clusters Score -2.34401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 166442 members 
Entering Unmasked Estep 
Score: -23440114.000000 Penalty: 5975.033203
	Iteration 100F: 3 clusters Score -2.344011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 166452 members 
Entering Unmasked Estep 
Score: -23440100.000000 Penalty: 5975.033203
	Iteration 101Q: 3 clusters Score -2.34401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 166456 members 
Entering Unmasked Estep 
Score: -23440126.000000 Penalty: 5975.033203
	Iteration 102Q: 3 clusters Score -2.344013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 166466 members 
Entering Unmasked Estep 
Score: -23440112.000000 Penalty: 5975.033203
	Iteration 103Q: 3 clusters Score -2.344011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 166475 members 
Entering Unmasked Estep 
Score: -23440106.000000 Penalty: 5975.033203
	Iteration 104Q: 3 clusters Score -2.344011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 166484 members 
Entering Unmasked Estep 
Score: -23440118.000000 Penalty: 5975.033203
	Iteration 105Q: 3 clusters Score -2.344012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 166497 members 
Entering Unmasked Estep 
Score: -23440108.000000 Penalty: 5975.033203
	Iteration 106Q: 3 clusters Score -2.344011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 166506 members 
Entering Unmasked Estep 
Score: -23440118.000000 Penalty: 5975.033203
	Iteration 107Q: 3 clusters Score -2.344012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 166519 members 
Entering Unmasked Estep 
Score: -23440106.000000 Penalty: 5975.033203
	Iteration 108Q: 3 clusters Score -2.344011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 166527 members 
Entering Unmasked Estep 
Score: -23440110.000000 Penalty: 5975.033203
	Iteration 109Q: 3 clusters Score -2.344011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 166537 members 
Entering Unmasked Estep 
Score: -23440122.000000 Penalty: 5975.033203
	Iteration 110Q: 3 clusters Score -2.344012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 166551 members 
Entering Unmasked Estep 
Score: -23440142.000000 Penalty: 5975.033203
	Iteration 111Q: 3 clusters Score -2.344014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 166559 members 
Entering Unmasked Estep 
Score: -23440132.000000 Penalty: 5975.033203
	Iteration 112Q: 3 clusters Score -2.344013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 166566 members 
Entering Unmasked Estep 
Score: -23440116.000000 Penalty: 5975.033203
	Iteration 113Q: 3 clusters Score -2.344012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 166570 members 
Entering Unmasked Estep 
Score: -23440112.000000 Penalty: 5975.033203
	Iteration 114Q: 3 clusters Score -2.344011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 166579 members 
Entering Unmasked Estep 
Score: -23440104.000000 Penalty: 5975.033203
	Iteration 115Q: 3 clusters Score -2.34401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 166585 members 
Entering Unmasked Estep 
Score: -23440098.000000 Penalty: 5975.033203
	Iteration 116Q: 3 clusters Score -2.34401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 166590 members 
Entering Unmasked Estep 
Score: -23440096.000000 Penalty: 5975.033203
	Iteration 117Q: 3 clusters Score -2.34401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 166594 members 
Entering Unmasked Estep 
Score: -23440094.000000 Penalty: 5975.033203
	Iteration 118Q: 3 clusters Score -2.344009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 166596 members 
Entering Unmasked Estep 
Score: -23440098.000000 Penalty: 5975.033203
	Iteration 119Q: 3 clusters Score -2.34401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 166598 members 
Entering Unmasked Estep 
Score: -23440100.000000 Penalty: 5975.033203
	Iteration 120F: 3 clusters Score -2.34401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 166602 members 
Entering Unmasked Estep 
Score: -23440094.000000 Penalty: 5975.033203
	Iteration 121Q: 3 clusters Score -2.344009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 166603 members 
Entering Unmasked Estep 
Score: -23440088.000000 Penalty: 5975.033203
	Iteration 122Q: 3 clusters Score -2.344009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 166603 members 
Entering Unmasked Estep 
Score: -23440088.000000 Penalty: 5975.033203
	Iteration 123F: 3 clusters Score -2.344009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (103138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103138 members 
Entering Unmasked Estep 
Score: -14305631.000000 Penalty: 2862.868164
	Iteration 0F: 2 clusters Score -1.430563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -14236900.000000 Penalty: 5725.736328
	Iteration 0F: 3 clusters Score -1.42369e+07 nChanged 48782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -14264972.000000 Penalty: 5725.736328
	Iteration 1F: 3 clusters Score -1.426497e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -14266298.000000 Penalty: 5725.736328
	Iteration 2Q: 3 clusters Score -1.42663e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -14267887.000000 Penalty: 5725.736328
	Iteration 3Q: 3 clusters Score -1.426789e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -14270301.000000 Penalty: 5725.736328
	Iteration 4Q: 3 clusters Score -1.42703e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -14273480.000000 Penalty: 5725.736328
	Iteration 5F: 3 clusters Score -1.427348e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -14277965.000000 Penalty: 5725.736328
	Iteration 6F: 3 clusters Score -1.427796e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -14283897.000000 Penalty: 5725.736328
	Iteration 7F: 3 clusters Score -1.42839e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -14289700.000000 Penalty: 5725.736328
	Iteration 8F: 3 clusters Score -1.42897e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -14292909.000000 Penalty: 5725.736328
	Iteration 9F: 3 clusters Score -1.429291e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -14293874.000000 Penalty: 5725.736328
	Iteration 10Q: 3 clusters Score -1.429387e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -14294303.000000 Penalty: 5725.736328
	Iteration 11Q: 3 clusters Score -1.42943e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -14294622.000000 Penalty: 5725.736328
	Iteration 12Q: 3 clusters Score -1.429462e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -14294772.000000 Penalty: 5725.736328
	Iteration 13Q: 3 clusters Score -1.429477e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -14295007.000000 Penalty: 5725.736328
	Iteration 14Q: 3 clusters Score -1.429501e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -14295248.000000 Penalty: 5725.736328
	Iteration 15Q: 3 clusters Score -1.429525e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73754 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -14295468.000000 Penalty: 5725.736328
	Iteration 16Q: 3 clusters Score -1.429547e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -14295724.000000 Penalty: 5725.736328
	Iteration 17Q: 3 clusters Score -1.429572e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -14295983.000000 Penalty: 5725.736328
	Iteration 18Q: 3 clusters Score -1.429598e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -14296229.000000 Penalty: 5725.736328
	Iteration 19Q: 3 clusters Score -1.429623e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -14296473.000000 Penalty: 5725.736328
	Iteration 20F: 3 clusters Score -1.429647e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -14296728.000000 Penalty: 5725.736328
	Iteration 21Q: 3 clusters Score -1.429673e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80151 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -14297061.000000 Penalty: 5725.736328
	Iteration 22Q: 3 clusters Score -1.429706e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -14297369.000000 Penalty: 5725.736328
	Iteration 23Q: 3 clusters Score -1.429737e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -14297726.000000 Penalty: 5725.736328
	Iteration 24Q: 3 clusters Score -1.429773e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -14298040.000000 Penalty: 5725.736328
	Iteration 25Q: 3 clusters Score -1.429804e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -14298425.000000 Penalty: 5725.736328
	Iteration 26Q: 3 clusters Score -1.429842e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86072 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -14298812.000000 Penalty: 5725.736328
	Iteration 27Q: 3 clusters Score -1.429881e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -14299146.000000 Penalty: 5725.736328
	Iteration 28Q: 3 clusters Score -1.429915e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -14299459.000000 Penalty: 5725.736328
	Iteration 29Q: 3 clusters Score -1.429946e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -14299791.000000 Penalty: 5725.736328
	Iteration 30Q: 3 clusters Score -1.429979e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90339 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -14300074.000000 Penalty: 5725.736328
	Iteration 31Q: 3 clusters Score -1.430007e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -14300386.000000 Penalty: 5725.736328
	Iteration 32Q: 3 clusters Score -1.430039e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92166 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -14300672.000000 Penalty: 5725.736328
	Iteration 33Q: 3 clusters Score -1.430067e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -14301040.000000 Penalty: 5725.736328
	Iteration 34Q: 3 clusters Score -1.430104e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93872 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -14301273.000000 Penalty: 5725.736328
	Iteration 35Q: 3 clusters Score -1.430127e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94646 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -14301527.000000 Penalty: 5725.736328
	Iteration 36Q: 3 clusters Score -1.430153e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -14301736.000000 Penalty: 5725.736328
	Iteration 37Q: 3 clusters Score -1.430174e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -14301915.000000 Penalty: 5725.736328
	Iteration 38Q: 3 clusters Score -1.430192e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -14302096.000000 Penalty: 5725.736328
	Iteration 39Q: 3 clusters Score -1.43021e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -14302272.000000 Penalty: 5725.736328
	Iteration 40F: 3 clusters Score -1.430227e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97632 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -14302454.000000 Penalty: 5725.736328
	Iteration 41Q: 3 clusters Score -1.430245e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98073 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -14302588.000000 Penalty: 5725.736328
	Iteration 42Q: 3 clusters Score -1.430259e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -14302681.000000 Penalty: 5725.736328
	Iteration 43Q: 3 clusters Score -1.430268e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -14302773.000000 Penalty: 5725.736328
	Iteration 44Q: 3 clusters Score -1.430277e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99076 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -14302873.000000 Penalty: 5725.736328
	Iteration 45Q: 3 clusters Score -1.430287e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99350 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -14302929.000000 Penalty: 5725.736328
	Iteration 46Q: 3 clusters Score -1.430293e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99587 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -14302986.000000 Penalty: 5725.736328
	Iteration 47Q: 3 clusters Score -1.430299e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -14303073.000000 Penalty: 5725.736328
	Iteration 48Q: 3 clusters Score -1.430307e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99953 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -14303117.000000 Penalty: 5725.736328
	Iteration 49Q: 3 clusters Score -1.430312e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -14303143.000000 Penalty: 5725.736328
	Iteration 50Q: 3 clusters Score -1.430314e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100247 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -14303181.000000 Penalty: 5725.736328
	Iteration 51Q: 3 clusters Score -1.430318e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100371 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -14303226.000000 Penalty: 5725.736328
	Iteration 52Q: 3 clusters Score -1.430323e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100490 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -14303232.000000 Penalty: 5725.736328
	Iteration 53Q: 3 clusters Score -1.430323e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100590 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -14303292.000000 Penalty: 5725.736328
	Iteration 54Q: 3 clusters Score -1.430329e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100685 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -14303333.000000 Penalty: 5725.736328
	Iteration 55Q: 3 clusters Score -1.430333e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -14303354.000000 Penalty: 5725.736328
	Iteration 56Q: 3 clusters Score -1.430335e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100844 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14303379.000000 Penalty: 5725.736328
	Iteration 57Q: 3 clusters Score -1.430338e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100896 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -14303361.000000 Penalty: 5725.736328
	Iteration 58Q: 3 clusters Score -1.430336e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -14303359.000000 Penalty: 5725.736328
	Iteration 59Q: 3 clusters Score -1.430336e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100985 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -14303378.000000 Penalty: 5725.736328
	Iteration 60F: 3 clusters Score -1.430338e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101027 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -14303366.000000 Penalty: 5725.736328
	Iteration 61Q: 3 clusters Score -1.430337e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -14303369.000000 Penalty: 5725.736328
	Iteration 62Q: 3 clusters Score -1.430337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -14303391.000000 Penalty: 5725.736328
	Iteration 63Q: 3 clusters Score -1.430339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101107 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -14303391.000000 Penalty: 5725.736328
	Iteration 64Q: 3 clusters Score -1.430339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -14303403.000000 Penalty: 5725.736328
	Iteration 65Q: 3 clusters Score -1.43034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -14303402.000000 Penalty: 5725.736328
	Iteration 66Q: 3 clusters Score -1.43034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -14303413.000000 Penalty: 5725.736328
	Iteration 67Q: 3 clusters Score -1.430341e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101199 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -14303427.000000 Penalty: 5725.736328
	Iteration 68Q: 3 clusters Score -1.430343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101212 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -14303437.000000 Penalty: 5725.736328
	Iteration 69Q: 3 clusters Score -1.430344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101221 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -14303441.000000 Penalty: 5725.736328
	Iteration 70Q: 3 clusters Score -1.430344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -14303457.000000 Penalty: 5725.736328
	Iteration 71Q: 3 clusters Score -1.430346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -14303466.000000 Penalty: 5725.736328
	Iteration 72Q: 3 clusters Score -1.430347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -14303456.000000 Penalty: 5725.736328
	Iteration 73Q: 3 clusters Score -1.430346e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -14303450.000000 Penalty: 5725.736328
	Iteration 74Q: 3 clusters Score -1.430345e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101317 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -14303463.000000 Penalty: 5725.736328
	Iteration 75Q: 3 clusters Score -1.430346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -14303468.000000 Penalty: 5725.736328
	Iteration 76Q: 3 clusters Score -1.430347e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101366 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -14303474.000000 Penalty: 5725.736328
	Iteration 77Q: 3 clusters Score -1.430347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101382 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -14303493.000000 Penalty: 5725.736328
	Iteration 78Q: 3 clusters Score -1.430349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101397 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -14303489.000000 Penalty: 5725.736328
	Iteration 79Q: 3 clusters Score -1.430349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101409 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -14303488.000000 Penalty: 5725.736328
	Iteration 80F: 3 clusters Score -1.430349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -14303494.000000 Penalty: 5725.736328
	Iteration 81Q: 3 clusters Score -1.430349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101426 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -14303493.000000 Penalty: 5725.736328
	Iteration 82Q: 3 clusters Score -1.430349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101435 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -14303497.000000 Penalty: 5725.736328
	Iteration 83Q: 3 clusters Score -1.43035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101443 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -14303492.000000 Penalty: 5725.736328
	Iteration 84Q: 3 clusters Score -1.430349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101444 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -14303492.000000 Penalty: 5725.736328
	Iteration 85Q: 3 clusters Score -1.430349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -14303494.000000 Penalty: 5725.736328
	Iteration 86Q: 3 clusters Score -1.430349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -14303494.000000 Penalty: 5725.736328
	Iteration 87F: 3 clusters Score -1.430349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (204055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204055 members 
Entering Unmasked Estep 
Score: -28084622.000000 Penalty: 3032.083984
	Iteration 0F: 2 clusters Score -2.808462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 102354 members 
Entering Unmasked Estep 
Score: -27954710.000000 Penalty: 6064.167969
	Iteration 0F: 3 clusters Score -2.795471e+07 nChanged 98403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99142 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -28013240.000000 Penalty: 6064.167969
	Iteration 1F: 3 clusters Score -2.801324e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 106674 members 
Entering Unmasked Estep 
Score: -28014564.000000 Penalty: 6064.167969
	Iteration 2Q: 3 clusters Score -2.801456e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94643 members 
Mstep: Class 2 contains 109412 members 
Entering Unmasked Estep 
Score: -28016522.000000 Penalty: 6064.167969
	Iteration 3Q: 3 clusters Score -2.801652e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 113684 members 
Entering Unmasked Estep 
Score: -28019802.000000 Penalty: 6064.167969
	Iteration 4Q: 3 clusters Score -2.80198e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -28025128.000000 Penalty: 6064.167969
	Iteration 5Q: 3 clusters Score -2.802513e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 128553 members 
Entering Unmasked Estep 
Score: -28032802.000000 Penalty: 6064.167969
	Iteration 6F: 3 clusters Score -2.80328e+07 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 138270 members 
Entering Unmasked Estep 
Score: -28042860.000000 Penalty: 6064.167969
	Iteration 7F: 3 clusters Score -2.804286e+07 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -28052040.000000 Penalty: 6064.167969
	Iteration 8F: 3 clusters Score -2.805204e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 155292 members 
Entering Unmasked Estep 
Score: -28058924.000000 Penalty: 6064.167969
	Iteration 9F: 3 clusters Score -2.805892e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 161501 members 
Entering Unmasked Estep 
Score: -28063762.000000 Penalty: 6064.167969
	Iteration 10Q: 3 clusters Score -2.806376e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 166481 members 
Entering Unmasked Estep 
Score: -28066758.000000 Penalty: 6064.167969
	Iteration 11Q: 3 clusters Score -2.806676e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 170614 members 
Entering Unmasked Estep 
Score: -28068680.000000 Penalty: 6064.167969
	Iteration 12Q: 3 clusters Score -2.806868e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 174363 members 
Entering Unmasked Estep 
Score: -28070504.000000 Penalty: 6064.167969
	Iteration 13Q: 3 clusters Score -2.80705e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -28071854.000000 Penalty: 6064.167969
	Iteration 14Q: 3 clusters Score -2.807185e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 181026 members 
Entering Unmasked Estep 
Score: -28073100.000000 Penalty: 6064.167969
	Iteration 15Q: 3 clusters Score -2.80731e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 184063 members 
Entering Unmasked Estep 
Score: -28074224.000000 Penalty: 6064.167969
	Iteration 16Q: 3 clusters Score -2.807422e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 186913 members 
Entering Unmasked Estep 
Score: -28075160.000000 Penalty: 6064.167969
	Iteration 17Q: 3 clusters Score -2.807516e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 189546 members 
Entering Unmasked Estep 
Score: -28076412.000000 Penalty: 6064.167969
	Iteration 18Q: 3 clusters Score -2.807641e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 191945 members 
Entering Unmasked Estep 
Score: -28077580.000000 Penalty: 6064.167969
	Iteration 19Q: 3 clusters Score -2.807758e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 194049 members 
Entering Unmasked Estep 
Score: -28078610.000000 Penalty: 6064.167969
	Iteration 20F: 3 clusters Score -2.807861e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 195859 members 
Entering Unmasked Estep 
Score: -28079486.000000 Penalty: 6064.167969
	Iteration 21Q: 3 clusters Score -2.807949e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 197367 members 
Entering Unmasked Estep 
Score: -28080148.000000 Penalty: 6064.167969
	Iteration 22Q: 3 clusters Score -2.808015e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 198507 members 
Entering Unmasked Estep 
Score: -28080566.000000 Penalty: 6064.167969
	Iteration 23Q: 3 clusters Score -2.808057e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 199396 members 
Entering Unmasked Estep 
Score: -28080916.000000 Penalty: 6064.167969
	Iteration 24Q: 3 clusters Score -2.808092e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 200083 members 
Entering Unmasked Estep 
Score: -28081150.000000 Penalty: 6064.167969
	Iteration 25Q: 3 clusters Score -2.808115e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 200638 members 
Entering Unmasked Estep 
Score: -28081406.000000 Penalty: 6064.167969
	Iteration 26Q: 3 clusters Score -2.808141e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 201071 members 
Entering Unmasked Estep 
Score: -28081600.000000 Penalty: 6064.167969
	Iteration 27Q: 3 clusters Score -2.80816e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 201395 members 
Entering Unmasked Estep 
Score: -28081716.000000 Penalty: 6064.167969
	Iteration 28Q: 3 clusters Score -2.808172e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 201643 members 
Entering Unmasked Estep 
Score: -28081882.000000 Penalty: 6064.167969
	Iteration 29Q: 3 clusters Score -2.808188e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 201843 members 
Entering Unmasked Estep 
Score: -28081994.000000 Penalty: 6064.167969
	Iteration 30Q: 3 clusters Score -2.808199e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 202005 members 
Entering Unmasked Estep 
Score: -28082084.000000 Penalty: 6064.167969
	Iteration 31Q: 3 clusters Score -2.808208e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 202138 members 
Entering Unmasked Estep 
Score: -28082186.000000 Penalty: 6064.167969
	Iteration 32Q: 3 clusters Score -2.808219e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 202251 members 
Entering Unmasked Estep 
Score: -28082198.000000 Penalty: 6064.167969
	Iteration 33Q: 3 clusters Score -2.80822e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 202324 members 
Entering Unmasked Estep 
Score: -28082286.000000 Penalty: 6064.167969
	Iteration 34Q: 3 clusters Score -2.808229e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 202409 members 
Entering Unmasked Estep 
Score: -28082356.000000 Penalty: 6064.167969
	Iteration 35Q: 3 clusters Score -2.808236e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 202468 members 
Entering Unmasked Estep 
Score: -28082410.000000 Penalty: 6064.167969
	Iteration 36Q: 3 clusters Score -2.808241e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 202525 members 
Entering Unmasked Estep 
Score: -28082406.000000 Penalty: 6064.167969
	Iteration 37Q: 3 clusters Score -2.808241e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 202576 members 
Entering Unmasked Estep 
Score: -28082408.000000 Penalty: 6064.167969
	Iteration 38Q: 3 clusters Score -2.808241e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 202621 members 
Entering Unmasked Estep 
Score: -28082426.000000 Penalty: 6064.167969
	Iteration 39Q: 3 clusters Score -2.808243e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 202657 members 
Entering Unmasked Estep 
Score: -28082428.000000 Penalty: 6064.167969
	Iteration 40F: 3 clusters Score -2.808243e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 202685 members 
Entering Unmasked Estep 
Score: -28082426.000000 Penalty: 6064.167969
	Iteration 41Q: 3 clusters Score -2.808243e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 202710 members 
Entering Unmasked Estep 
Score: -28082450.000000 Penalty: 6064.167969
	Iteration 42Q: 3 clusters Score -2.808245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 202732 members 
Entering Unmasked Estep 
Score: -28082452.000000 Penalty: 6064.167969
	Iteration 43Q: 3 clusters Score -2.808245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 202752 members 
Entering Unmasked Estep 
Score: -28082452.000000 Penalty: 6064.167969
	Iteration 44Q: 3 clusters Score -2.808245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 202760 members 
Entering Unmasked Estep 
Score: -28082466.000000 Penalty: 6064.167969
	Iteration 45Q: 3 clusters Score -2.808247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 202769 members 
Entering Unmasked Estep 
Score: -28082458.000000 Penalty: 6064.167969
	Iteration 46Q: 3 clusters Score -2.808246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 202774 members 
Entering Unmasked Estep 
Score: -28082474.000000 Penalty: 6064.167969
	Iteration 47Q: 3 clusters Score -2.808247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 202776 members 
Entering Unmasked Estep 
Score: -28082462.000000 Penalty: 6064.167969
	Iteration 48Q: 3 clusters Score -2.808246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 202780 members 
Entering Unmasked Estep 
Score: -28082480.000000 Penalty: 6064.167969
	Iteration 49Q: 3 clusters Score -2.808248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 202782 members 
Entering Unmasked Estep 
Score: -28082498.000000 Penalty: 6064.167969
	Iteration 50Q: 3 clusters Score -2.80825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 202784 members 
Entering Unmasked Estep 
Score: -28082482.000000 Penalty: 6064.167969
	Iteration 51Q: 3 clusters Score -2.808248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 202790 members 
Entering Unmasked Estep 
Score: -28082478.000000 Penalty: 6064.167969
	Iteration 52Q: 3 clusters Score -2.808248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 202795 members 
Entering Unmasked Estep 
Score: -28082486.000000 Penalty: 6064.167969
	Iteration 53Q: 3 clusters Score -2.808249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 202800 members 
Entering Unmasked Estep 
Score: -28082490.000000 Penalty: 6064.167969
	Iteration 54Q: 3 clusters Score -2.808249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 202810 members 
Entering Unmasked Estep 
Score: -28082520.000000 Penalty: 6064.167969
	Iteration 55Q: 3 clusters Score -2.808252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 202816 members 
Entering Unmasked Estep 
Score: -28082496.000000 Penalty: 6064.167969
	Iteration 56Q: 3 clusters Score -2.80825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 202823 members 
Entering Unmasked Estep 
Score: -28082490.000000 Penalty: 6064.167969
	Iteration 57Q: 3 clusters Score -2.808249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 202824 members 
Entering Unmasked Estep 
Score: -28082478.000000 Penalty: 6064.167969
	Iteration 58Q: 3 clusters Score -2.808248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 202826 members 
Entering Unmasked Estep 
Score: -28082488.000000 Penalty: 6064.167969
	Iteration 59Q: 3 clusters Score -2.808249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 202827 members 
Entering Unmasked Estep 
Score: -28082482.000000 Penalty: 6064.167969
	Iteration 60F: 3 clusters Score -2.808248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 202828 members 
Entering Unmasked Estep 
Score: -28082492.000000 Penalty: 6064.167969
	Iteration 61Q: 3 clusters Score -2.808249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 202828 members 
Entering Unmasked Estep 
Score: -28082492.000000 Penalty: 6064.167969
	Iteration 62F: 3 clusters Score -2.808249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -441659.000000 Penalty: 2012.500732
	Iteration 0F: 2 clusters Score -441659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -438221.968750 Penalty: 4025.001465
	Iteration 0F: 3 clusters Score -438222 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -439019.281250 Penalty: 4025.001465
	Iteration 1F: 3 clusters Score -439019.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -439248.281250 Penalty: 4025.001465
	Iteration 2F: 3 clusters Score -439248.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -439402.062500 Penalty: 4025.001465
	Iteration 3F: 3 clusters Score -439402.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -439497.875000 Penalty: 4025.001465
	Iteration 4Q: 3 clusters Score -439497.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -439564.906250 Penalty: 4025.001465
	Iteration 5Q: 3 clusters Score -439564.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -439625.062500 Penalty: 4025.001465
	Iteration 6Q: 3 clusters Score -439625.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -439676.750000 Penalty: 4025.001465
	Iteration 7Q: 3 clusters Score -439676.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -439722.031250 Penalty: 4025.001465
	Iteration 8Q: 3 clusters Score -439722 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -439771.531250 Penalty: 4025.001465
	Iteration 9Q: 3 clusters Score -439771.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -439811.687500 Penalty: 4025.001465
	Iteration 10Q: 3 clusters Score -439811.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -439849.562500 Penalty: 4025.001465
	Iteration 11Q: 3 clusters Score -439849.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -439882.750000 Penalty: 4025.001465
	Iteration 12Q: 3 clusters Score -439882.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -439908.687500 Penalty: 4025.001465
	Iteration 13Q: 3 clusters Score -439908.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -439923.312500 Penalty: 4025.001465
	Iteration 14Q: 3 clusters Score -439923.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -439937.656250 Penalty: 4025.001465
	Iteration 15Q: 3 clusters Score -439937.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -439957.968750 Penalty: 4025.001465
	Iteration 16Q: 3 clusters Score -439958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -439979.625000 Penalty: 4025.001465
	Iteration 17Q: 3 clusters Score -439979.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -439998.031250 Penalty: 4025.001465
	Iteration 18Q: 3 clusters Score -439998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -440015.156250 Penalty: 4025.001465
	Iteration 19Q: 3 clusters Score -440015.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -440029.562500 Penalty: 4025.001465
	Iteration 20F: 3 clusters Score -440029.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -440037.656250 Penalty: 4025.001465
	Iteration 21Q: 3 clusters Score -440037.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -440046.437500 Penalty: 4025.001465
	Iteration 22Q: 3 clusters Score -440046.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -440056.562500 Penalty: 4025.001465
	Iteration 23Q: 3 clusters Score -440056.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -440068.531250 Penalty: 4025.001465
	Iteration 24Q: 3 clusters Score -440068.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -440078.031250 Penalty: 4025.001465
	Iteration 25Q: 3 clusters Score -440078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -440085.125000 Penalty: 4025.001465
	Iteration 26Q: 3 clusters Score -440085.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -440089.875000 Penalty: 4025.001465
	Iteration 27Q: 3 clusters Score -440089.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -440094.968750 Penalty: 4025.001465
	Iteration 28Q: 3 clusters Score -440095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -440097.687500 Penalty: 4025.001465
	Iteration 29Q: 3 clusters Score -440097.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -440102.468750 Penalty: 4025.001465
	Iteration 30Q: 3 clusters Score -440102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -440105.250000 Penalty: 4025.001465
	Iteration 31Q: 3 clusters Score -440105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -440108.000000 Penalty: 4025.001465
	Iteration 32Q: 3 clusters Score -440108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -440110.187500 Penalty: 4025.001465
	Iteration 33Q: 3 clusters Score -440110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -440110.968750 Penalty: 4025.001465
	Iteration 34Q: 3 clusters Score -440111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -440111.375000 Penalty: 4025.001465
	Iteration 35Q: 3 clusters Score -440111.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -440112.187500 Penalty: 4025.001465
	Iteration 36Q: 3 clusters Score -440112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -440112.718750 Penalty: 4025.001465
	Iteration 37Q: 3 clusters Score -440112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -440112.718750 Penalty: 4025.001465
	Iteration 38F: 3 clusters Score -440112.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Entering Unmasked Estep 
Score: -3045586.750000 Penalty: 2477.448242
	Iteration 0F: 2 clusters Score -3045587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3030392.750000 Penalty: 4954.896484
	Iteration 0F: 3 clusters Score -3030393 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3035571.500000 Penalty: 4954.896484
	Iteration 1F: 3 clusters Score -3035572 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3036016.750000 Penalty: 4954.896484
	Iteration 2F: 3 clusters Score -3036017 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3036468.000000 Penalty: 4954.896484
	Iteration 3Q: 3 clusters Score -3036468 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -3036989.500000 Penalty: 4954.896484
	Iteration 4Q: 3 clusters Score -3036990 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3037654.000000 Penalty: 4954.896484
	Iteration 5F: 3 clusters Score -3037654 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3038430.000000 Penalty: 4954.896484
	Iteration 6F: 3 clusters Score -3038430 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3039258.000000 Penalty: 4954.896484
	Iteration 7F: 3 clusters Score -3039258 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3040126.000000 Penalty: 4954.896484
	Iteration 8F: 3 clusters Score -3040126 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3040972.750000 Penalty: 4954.896484
	Iteration 9F: 3 clusters Score -3040973 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3041593.500000 Penalty: 4954.896484
	Iteration 10Q: 3 clusters Score -3041594 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3041870.500000 Penalty: 4954.896484
	Iteration 11Q: 3 clusters Score -3041870 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3042040.000000 Penalty: 4954.896484
	Iteration 12Q: 3 clusters Score -3042040 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3042135.250000 Penalty: 4954.896484
	Iteration 13Q: 3 clusters Score -3042135 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3042185.000000 Penalty: 4954.896484
	Iteration 14Q: 3 clusters Score -3042185 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3042238.250000 Penalty: 4954.896484
	Iteration 15Q: 3 clusters Score -3042238 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3042289.250000 Penalty: 4954.896484
	Iteration 16Q: 3 clusters Score -3042289 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3042327.750000 Penalty: 4954.896484
	Iteration 17Q: 3 clusters Score -3042328 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3042364.500000 Penalty: 4954.896484
	Iteration 18Q: 3 clusters Score -3042364 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3042383.500000 Penalty: 4954.896484
	Iteration 19Q: 3 clusters Score -3042384 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3042402.500000 Penalty: 4954.896484
	Iteration 20F: 3 clusters Score -3042402 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3042424.500000 Penalty: 4954.896484
	Iteration 21Q: 3 clusters Score -3042424 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3042450.000000 Penalty: 4954.896484
	Iteration 22Q: 3 clusters Score -3042450 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3042472.750000 Penalty: 4954.896484
	Iteration 23Q: 3 clusters Score -3042473 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3042498.500000 Penalty: 4954.896484
	Iteration 24Q: 3 clusters Score -3042498 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3042514.250000 Penalty: 4954.896484
	Iteration 25Q: 3 clusters Score -3042514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3042537.250000 Penalty: 4954.896484
	Iteration 26Q: 3 clusters Score -3042537 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3042554.000000 Penalty: 4954.896484
	Iteration 27Q: 3 clusters Score -3042554 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3042557.250000 Penalty: 4954.896484
	Iteration 28Q: 3 clusters Score -3042557 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3042574.000000 Penalty: 4954.896484
	Iteration 29Q: 3 clusters Score -3042574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3042584.000000 Penalty: 4954.896484
	Iteration 30Q: 3 clusters Score -3042584 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3042596.750000 Penalty: 4954.896484
	Iteration 31Q: 3 clusters Score -3042597 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3042615.250000 Penalty: 4954.896484
	Iteration 32Q: 3 clusters Score -3042615 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3042637.250000 Penalty: 4954.896484
	Iteration 33Q: 3 clusters Score -3042637 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3042665.000000 Penalty: 4954.896484
	Iteration 34Q: 3 clusters Score -3042665 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3042705.250000 Penalty: 4954.896484
	Iteration 35Q: 3 clusters Score -3042705 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3042731.750000 Penalty: 4954.896484
	Iteration 36Q: 3 clusters Score -3042732 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -3042758.500000 Penalty: 4954.896484
	Iteration 37Q: 3 clusters Score -3042758 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3042798.500000 Penalty: 4954.896484
	Iteration 38Q: 3 clusters Score -3042798 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3042829.750000 Penalty: 4954.896484
	Iteration 39Q: 3 clusters Score -3042830 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3042874.500000 Penalty: 4954.896484
	Iteration 40F: 3 clusters Score -3042874 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3042908.250000 Penalty: 4954.896484
	Iteration 41Q: 3 clusters Score -3042908 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3042938.750000 Penalty: 4954.896484
	Iteration 42Q: 3 clusters Score -3042939 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3042968.500000 Penalty: 4954.896484
	Iteration 43Q: 3 clusters Score -3042968 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3043023.500000 Penalty: 4954.896484
	Iteration 44Q: 3 clusters Score -3043024 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3043071.000000 Penalty: 4954.896484
	Iteration 45Q: 3 clusters Score -3043071 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3043111.750000 Penalty: 4954.896484
	Iteration 46Q: 3 clusters Score -3043112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3043148.250000 Penalty: 4954.896484
	Iteration 47Q: 3 clusters Score -3043148 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3043179.750000 Penalty: 4954.896484
	Iteration 48Q: 3 clusters Score -3043180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3043209.500000 Penalty: 4954.896484
	Iteration 49Q: 3 clusters Score -3043210 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3043235.250000 Penalty: 4954.896484
	Iteration 50Q: 3 clusters Score -3043235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3043265.000000 Penalty: 4954.896484
	Iteration 51Q: 3 clusters Score -3043265 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3043283.500000 Penalty: 4954.896484
	Iteration 52Q: 3 clusters Score -3043284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -3043300.250000 Penalty: 4954.896484
	Iteration 53Q: 3 clusters Score -3043300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3043319.500000 Penalty: 4954.896484
	Iteration 54Q: 3 clusters Score -3043320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3043334.000000 Penalty: 4954.896484
	Iteration 55Q: 3 clusters Score -3043334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3043359.000000 Penalty: 4954.896484
	Iteration 56Q: 3 clusters Score -3043359 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3043366.500000 Penalty: 4954.896484
	Iteration 57Q: 3 clusters Score -3043366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3043384.500000 Penalty: 4954.896484
	Iteration 58Q: 3 clusters Score -3043384 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3043403.500000 Penalty: 4954.896484
	Iteration 59Q: 3 clusters Score -3043404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -3043423.000000 Penalty: 4954.896484
	Iteration 60F: 3 clusters Score -3043423 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -3043439.000000 Penalty: 4954.896484
	Iteration 61Q: 3 clusters Score -3043439 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3043454.500000 Penalty: 4954.896484
	Iteration 62Q: 3 clusters Score -3043454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3043463.500000 Penalty: 4954.896484
	Iteration 63Q: 3 clusters Score -3043464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -3043469.250000 Penalty: 4954.896484
	Iteration 64Q: 3 clusters Score -3043469 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3043489.250000 Penalty: 4954.896484
	Iteration 65Q: 3 clusters Score -3043489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3043491.750000 Penalty: 4954.896484
	Iteration 66Q: 3 clusters Score -3043492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3043498.000000 Penalty: 4954.896484
	Iteration 67Q: 3 clusters Score -3043498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3043506.500000 Penalty: 4954.896484
	Iteration 68Q: 3 clusters Score -3043506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3043520.000000 Penalty: 4954.896484
	Iteration 69Q: 3 clusters Score -3043520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -3043526.000000 Penalty: 4954.896484
	Iteration 70Q: 3 clusters Score -3043526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3043545.000000 Penalty: 4954.896484
	Iteration 71Q: 3 clusters Score -3043545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3043558.500000 Penalty: 4954.896484
	Iteration 72Q: 3 clusters Score -3043558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3043560.250000 Penalty: 4954.896484
	Iteration 73Q: 3 clusters Score -3043560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3043572.750000 Penalty: 4954.896484
	Iteration 74Q: 3 clusters Score -3043573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3043572.000000 Penalty: 4954.896484
	Iteration 75Q: 3 clusters Score -3043572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3043579.500000 Penalty: 4954.896484
	Iteration 76Q: 3 clusters Score -3043580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3043586.250000 Penalty: 4954.896484
	Iteration 77Q: 3 clusters Score -3043586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3043586.500000 Penalty: 4954.896484
	Iteration 78Q: 3 clusters Score -3043586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3043597.250000 Penalty: 4954.896484
	Iteration 79Q: 3 clusters Score -3043597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3043601.000000 Penalty: 4954.896484
	Iteration 80F: 3 clusters Score -3043601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3043607.250000 Penalty: 4954.896484
	Iteration 81Q: 3 clusters Score -3043607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3043608.000000 Penalty: 4954.896484
	Iteration 82Q: 3 clusters Score -3043608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3043616.750000 Penalty: 4954.896484
	Iteration 83Q: 3 clusters Score -3043617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3043616.500000 Penalty: 4954.896484
	Iteration 84Q: 3 clusters Score -3043616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3043619.000000 Penalty: 4954.896484
	Iteration 85Q: 3 clusters Score -3043619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3043622.500000 Penalty: 4954.896484
	Iteration 86Q: 3 clusters Score -3043622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3043628.500000 Penalty: 4954.896484
	Iteration 87Q: 3 clusters Score -3043628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3043633.500000 Penalty: 4954.896484
	Iteration 88Q: 3 clusters Score -3043634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3043637.500000 Penalty: 4954.896484
	Iteration 89Q: 3 clusters Score -3043638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3043641.000000 Penalty: 4954.896484
	Iteration 90Q: 3 clusters Score -3043641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3043646.250000 Penalty: 4954.896484
	Iteration 91Q: 3 clusters Score -3043646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3043645.500000 Penalty: 4954.896484
	Iteration 92Q: 3 clusters Score -3043646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3043647.500000 Penalty: 4954.896484
	Iteration 93Q: 3 clusters Score -3043648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3043654.000000 Penalty: 4954.896484
	Iteration 94Q: 3 clusters Score -3043654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3043659.500000 Penalty: 4954.896484
	Iteration 95Q: 3 clusters Score -3043660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3043657.500000 Penalty: 4954.896484
	Iteration 96Q: 3 clusters Score -3043658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3043662.000000 Penalty: 4954.896484
	Iteration 97Q: 3 clusters Score -3043662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3043664.000000 Penalty: 4954.896484
	Iteration 98Q: 3 clusters Score -3043664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3043663.750000 Penalty: 4954.896484
	Iteration 99Q: 3 clusters Score -3043664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3043664.250000 Penalty: 4954.896484
	Iteration 100F: 3 clusters Score -3043664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3043664.250000 Penalty: 4954.896484
	Iteration 101Q: 3 clusters Score -3043664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3043664.750000 Penalty: 4954.896484
	Iteration 102Q: 3 clusters Score -3043665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3043662.000000 Penalty: 4954.896484
	Iteration 103Q: 3 clusters Score -3043662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3043664.500000 Penalty: 4954.896484
	Iteration 104Q: 3 clusters Score -3043664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3043664.500000 Penalty: 4954.896484
	Iteration 105F: 3 clusters Score -3043664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -111208.390625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -111208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -109347.929688 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -109347.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109939.328125 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -109939.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110285.234375 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -110285.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110588.390625 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -110588.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110849.390625 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -110849.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -111177.859375 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -111177.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111420.687500 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -111420.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -111492.500000 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -111492.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111553.929688 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -111553.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -111597.812500 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -111597.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -111661.921875 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -111661.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111708.781250 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -111708.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -111733.609375 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -111733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111744.640625 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -111744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111760.828125 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -111760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -111766.875000 Penalty: 3398.187744
	Iteration 15Q: 3 clusters Score -111766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -111766.875000 Penalty: 3398.187744
	Iteration 16F: 3 clusters Score -111766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157307 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49826 members 
Mstep: Class 4 contains 90578 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170491 members 
Mstep: Class 8 contains 103138 members 
Mstep: Class 9 contains 204055 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21801 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14775 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147968 members 
Mstep: Class 19 contains 34308 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 382 members 
Entering Unmasked Estep 
Score: -137446320.000000 Penalty: 82313.867188
Splitting cluster 12 changes total score from -137447440.000000 to -137446320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (6707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Entering Unmasked Estep 
Score: -899567.500000 Penalty: 2185.104980
	Iteration 0F: 2 clusters Score -899567.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -893992.687500 Penalty: 4370.209961
	Iteration 0F: 3 clusters Score -893992.7 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -895561.500000 Penalty: 4370.209961
	Iteration 1F: 3 clusters Score -895561.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -895888.625000 Penalty: 4370.209961
	Iteration 2F: 3 clusters Score -895888.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -896105.625000 Penalty: 4370.209961
	Iteration 3F: 3 clusters Score -896105.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -896264.875000 Penalty: 4370.209961
	Iteration 4Q: 3 clusters Score -896264.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -896404.500000 Penalty: 4370.209961
	Iteration 5Q: 3 clusters Score -896404.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -896549.062500 Penalty: 4370.209961
	Iteration 6Q: 3 clusters Score -896549.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -896681.187500 Penalty: 4370.209961
	Iteration 7Q: 3 clusters Score -896681.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -896796.250000 Penalty: 4370.209961
	Iteration 8Q: 3 clusters Score -896796.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -896931.312500 Penalty: 4370.209961
	Iteration 9Q: 3 clusters Score -896931.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -897055.125000 Penalty: 4370.209961
	Iteration 10Q: 3 clusters Score -897055.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -897176.062500 Penalty: 4370.209961
	Iteration 11Q: 3 clusters Score -897176.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -897271.187500 Penalty: 4370.209961
	Iteration 12Q: 3 clusters Score -897271.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -897345.937500 Penalty: 4370.209961
	Iteration 13Q: 3 clusters Score -897345.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -897402.125000 Penalty: 4370.209961
	Iteration 14Q: 3 clusters Score -897402.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -897460.812500 Penalty: 4370.209961
	Iteration 15Q: 3 clusters Score -897460.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -897515.687500 Penalty: 4370.209961
	Iteration 16Q: 3 clusters Score -897515.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -897566.312500 Penalty: 4370.209961
	Iteration 17Q: 3 clusters Score -897566.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -897607.125000 Penalty: 4370.209961
	Iteration 18Q: 3 clusters Score -897607.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -897649.937500 Penalty: 4370.209961
	Iteration 19Q: 3 clusters Score -897649.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -897680.812500 Penalty: 4370.209961
	Iteration 20F: 3 clusters Score -897680.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -897714.000000 Penalty: 4370.209961
	Iteration 21Q: 3 clusters Score -897714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -897759.875000 Penalty: 4370.209961
	Iteration 22Q: 3 clusters Score -897759.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -897792.312500 Penalty: 4370.209961
	Iteration 23Q: 3 clusters Score -897792.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -897813.125000 Penalty: 4370.209961
	Iteration 24Q: 3 clusters Score -897813.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -897830.750000 Penalty: 4370.209961
	Iteration 25Q: 3 clusters Score -897830.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -897845.437500 Penalty: 4370.209961
	Iteration 26Q: 3 clusters Score -897845.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -897852.000000 Penalty: 4370.209961
	Iteration 27Q: 3 clusters Score -897852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -897860.375000 Penalty: 4370.209961
	Iteration 28Q: 3 clusters Score -897860.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -897868.625000 Penalty: 4370.209961
	Iteration 29Q: 3 clusters Score -897868.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -897874.375000 Penalty: 4370.209961
	Iteration 30Q: 3 clusters Score -897874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -897879.875000 Penalty: 4370.209961
	Iteration 31Q: 3 clusters Score -897879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -897883.250000 Penalty: 4370.209961
	Iteration 32Q: 3 clusters Score -897883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -897884.375000 Penalty: 4370.209961
	Iteration 33Q: 3 clusters Score -897884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -897884.312500 Penalty: 4370.209961
	Iteration 34Q: 3 clusters Score -897884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -897886.375000 Penalty: 4370.209961
	Iteration 35Q: 3 clusters Score -897886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -897886.375000 Penalty: 4370.209961
	Iteration 36F: 3 clusters Score -897886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -161906.343750 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -161906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -159838.890625 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -159838.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -160140.140625 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -160140.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -160242.843750 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -160242.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -160292.609375 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -160292.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -160342.250000 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -160342.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -160378.406250 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -160378.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160406.000000 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -160406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -160417.296875 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -160417.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -160427.062500 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -160427.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -160433.156250 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -160433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -160437.296875 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -160437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -160441.062500 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -160441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -160441.812500 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -160441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -160441.812500 Penalty: 3519.563232
	Iteration 13F: 3 clusters Score -160441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Entering Unmasked Estep 
Score: -2060104.625000 Penalty: 2380.971680
	Iteration 0F: 2 clusters Score -2060105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2049404.625000 Penalty: 4761.943359
	Iteration 0F: 3 clusters Score -2049405 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2052668.125000 Penalty: 4761.943359
	Iteration 1F: 3 clusters Score -2052668 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2053020.875000 Penalty: 4761.943359
	Iteration 2F: 3 clusters Score -2053021 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2053280.375000 Penalty: 4761.943359
	Iteration 3Q: 3 clusters Score -2053280 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2053509.625000 Penalty: 4761.943359
	Iteration 4Q: 3 clusters Score -2053510 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2053684.000000 Penalty: 4761.943359
	Iteration 5Q: 3 clusters Score -2053684 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2053862.250000 Penalty: 4761.943359
	Iteration 6Q: 3 clusters Score -2053862 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2054070.500000 Penalty: 4761.943359
	Iteration 7Q: 3 clusters Score -2054070 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2054279.750000 Penalty: 4761.943359
	Iteration 8Q: 3 clusters Score -2054280 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2054505.125000 Penalty: 4761.943359
	Iteration 9Q: 3 clusters Score -2054505 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2054764.500000 Penalty: 4761.943359
	Iteration 10Q: 3 clusters Score -2054764 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2055072.750000 Penalty: 4761.943359
	Iteration 11Q: 3 clusters Score -2055073 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2055375.375000 Penalty: 4761.943359
	Iteration 12Q: 3 clusters Score -2055375 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2055680.375000 Penalty: 4761.943359
	Iteration 13Q: 3 clusters Score -2055680 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2055965.375000 Penalty: 4761.943359
	Iteration 14Q: 3 clusters Score -2055965 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2056183.000000 Penalty: 4761.943359
	Iteration 15Q: 3 clusters Score -2056183 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2056387.250000 Penalty: 4761.943359
	Iteration 16Q: 3 clusters Score -2056387 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2056561.250000 Penalty: 4761.943359
	Iteration 17Q: 3 clusters Score -2056561 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2056696.750000 Penalty: 4761.943359
	Iteration 18Q: 3 clusters Score -2056697 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2056799.750000 Penalty: 4761.943359
	Iteration 19Q: 3 clusters Score -2056800 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2056883.125000 Penalty: 4761.943359
	Iteration 20F: 3 clusters Score -2056883 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2056959.250000 Penalty: 4761.943359
	Iteration 21Q: 3 clusters Score -2056959 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2057026.500000 Penalty: 4761.943359
	Iteration 22Q: 3 clusters Score -2057026 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2057098.875000 Penalty: 4761.943359
	Iteration 23Q: 3 clusters Score -2057099 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2057171.375000 Penalty: 4761.943359
	Iteration 24Q: 3 clusters Score -2057171 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2057238.000000 Penalty: 4761.943359
	Iteration 25Q: 3 clusters Score -2057238 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2057296.375000 Penalty: 4761.943359
	Iteration 26Q: 3 clusters Score -2057296 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2057348.000000 Penalty: 4761.943359
	Iteration 27Q: 3 clusters Score -2057348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2057390.500000 Penalty: 4761.943359
	Iteration 28Q: 3 clusters Score -2057390 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2057453.750000 Penalty: 4761.943359
	Iteration 29Q: 3 clusters Score -2057454 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2057502.625000 Penalty: 4761.943359
	Iteration 30Q: 3 clusters Score -2057503 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2057538.375000 Penalty: 4761.943359
	Iteration 31Q: 3 clusters Score -2057538 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2057580.250000 Penalty: 4761.943359
	Iteration 32Q: 3 clusters Score -2057580 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2057628.625000 Penalty: 4761.943359
	Iteration 33Q: 3 clusters Score -2057629 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2057659.750000 Penalty: 4761.943359
	Iteration 34Q: 3 clusters Score -2057660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2057687.375000 Penalty: 4761.943359
	Iteration 35Q: 3 clusters Score -2057687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2057705.375000 Penalty: 4761.943359
	Iteration 36Q: 3 clusters Score -2057705 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2057727.500000 Penalty: 4761.943359
	Iteration 37Q: 3 clusters Score -2057728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2057748.000000 Penalty: 4761.943359
	Iteration 38Q: 3 clusters Score -2057748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2057771.250000 Penalty: 4761.943359
	Iteration 39Q: 3 clusters Score -2057771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2057791.750000 Penalty: 4761.943359
	Iteration 40F: 3 clusters Score -2057792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2057812.500000 Penalty: 4761.943359
	Iteration 41Q: 3 clusters Score -2057812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2057834.625000 Penalty: 4761.943359
	Iteration 42Q: 3 clusters Score -2057835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2057850.750000 Penalty: 4761.943359
	Iteration 43Q: 3 clusters Score -2057851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2057867.625000 Penalty: 4761.943359
	Iteration 44Q: 3 clusters Score -2057868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2057882.750000 Penalty: 4761.943359
	Iteration 45Q: 3 clusters Score -2057883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2057895.625000 Penalty: 4761.943359
	Iteration 46Q: 3 clusters Score -2057896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2057911.000000 Penalty: 4761.943359
	Iteration 47Q: 3 clusters Score -2057911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2057920.500000 Penalty: 4761.943359
	Iteration 48Q: 3 clusters Score -2057920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2057932.375000 Penalty: 4761.943359
	Iteration 49Q: 3 clusters Score -2057932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2057945.000000 Penalty: 4761.943359
	Iteration 50Q: 3 clusters Score -2057945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2057953.250000 Penalty: 4761.943359
	Iteration 51Q: 3 clusters Score -2057953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2057965.250000 Penalty: 4761.943359
	Iteration 52Q: 3 clusters Score -2057965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2057979.625000 Penalty: 4761.943359
	Iteration 53Q: 3 clusters Score -2057980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2057985.500000 Penalty: 4761.943359
	Iteration 54Q: 3 clusters Score -2057986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2057998.000000 Penalty: 4761.943359
	Iteration 55Q: 3 clusters Score -2057998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2058003.000000 Penalty: 4761.943359
	Iteration 56Q: 3 clusters Score -2058003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2058008.750000 Penalty: 4761.943359
	Iteration 57Q: 3 clusters Score -2058009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2058012.875000 Penalty: 4761.943359
	Iteration 58Q: 3 clusters Score -2058013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2058025.875000 Penalty: 4761.943359
	Iteration 59Q: 3 clusters Score -2058026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2058031.125000 Penalty: 4761.943359
	Iteration 60F: 3 clusters Score -2058031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2058038.750000 Penalty: 4761.943359
	Iteration 61Q: 3 clusters Score -2058039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2058043.250000 Penalty: 4761.943359
	Iteration 62Q: 3 clusters Score -2058043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2058050.375000 Penalty: 4761.943359
	Iteration 63Q: 3 clusters Score -2058050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2058054.250000 Penalty: 4761.943359
	Iteration 64Q: 3 clusters Score -2058054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2058054.875000 Penalty: 4761.943359
	Iteration 65Q: 3 clusters Score -2058055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2058054.125000 Penalty: 4761.943359
	Iteration 66Q: 3 clusters Score -2058054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2058054.750000 Penalty: 4761.943359
	Iteration 67Q: 3 clusters Score -2058055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2058057.250000 Penalty: 4761.943359
	Iteration 68Q: 3 clusters Score -2058057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2058057.250000 Penalty: 4761.943359
	Iteration 69Q: 3 clusters Score -2058057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2058058.375000 Penalty: 4761.943359
	Iteration 70Q: 3 clusters Score -2058058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2058063.750000 Penalty: 4761.943359
	Iteration 71Q: 3 clusters Score -2058064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2058065.875000 Penalty: 4761.943359
	Iteration 72Q: 3 clusters Score -2058066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2058068.625000 Penalty: 4761.943359
	Iteration 73Q: 3 clusters Score -2058069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2058066.875000 Penalty: 4761.943359
	Iteration 74Q: 3 clusters Score -2058067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2058070.625000 Penalty: 4761.943359
	Iteration 75Q: 3 clusters Score -2058071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2058069.375000 Penalty: 4761.943359
	Iteration 76Q: 3 clusters Score -2058069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2058071.375000 Penalty: 4761.943359
	Iteration 77Q: 3 clusters Score -2058071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2058071.625000 Penalty: 4761.943359
	Iteration 78Q: 3 clusters Score -2058072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2058071.625000 Penalty: 4761.943359
	Iteration 79F: 3 clusters Score -2058072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Entering Unmasked Estep 
Score: -415954.531250 Penalty: 2004.742065
	Iteration 0F: 2 clusters Score -415954.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -412574.531250 Penalty: 4009.484131
	Iteration 0F: 3 clusters Score -412574.5 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -413346.531250 Penalty: 4009.484131
	Iteration 1F: 3 clusters Score -413346.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -413488.593750 Penalty: 4009.484131
	Iteration 2F: 3 clusters Score -413488.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -413576.781250 Penalty: 4009.484131
	Iteration 3Q: 3 clusters Score -413576.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -413636.437500 Penalty: 4009.484131
	Iteration 4Q: 3 clusters Score -413636.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -413682.625000 Penalty: 4009.484131
	Iteration 5Q: 3 clusters Score -413682.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -413717.343750 Penalty: 4009.484131
	Iteration 6Q: 3 clusters Score -413717.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -413741.093750 Penalty: 4009.484131
	Iteration 7Q: 3 clusters Score -413741.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -413764.625000 Penalty: 4009.484131
	Iteration 8Q: 3 clusters Score -413764.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -413783.812500 Penalty: 4009.484131
	Iteration 9Q: 3 clusters Score -413783.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -413810.125000 Penalty: 4009.484131
	Iteration 10Q: 3 clusters Score -413810.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -413842.562500 Penalty: 4009.484131
	Iteration 11Q: 3 clusters Score -413842.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -413883.281250 Penalty: 4009.484131
	Iteration 12Q: 3 clusters Score -413883.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -413922.812500 Penalty: 4009.484131
	Iteration 13Q: 3 clusters Score -413922.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -413957.000000 Penalty: 4009.484131
	Iteration 14Q: 3 clusters Score -413957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -413986.781250 Penalty: 4009.484131
	Iteration 15Q: 3 clusters Score -413986.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -414024.250000 Penalty: 4009.484131
	Iteration 16Q: 3 clusters Score -414024.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -414067.625000 Penalty: 4009.484131
	Iteration 17Q: 3 clusters Score -414067.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -414103.812500 Penalty: 4009.484131
	Iteration 18Q: 3 clusters Score -414103.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -414143.281250 Penalty: 4009.484131
	Iteration 19Q: 3 clusters Score -414143.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -414179.625000 Penalty: 4009.484131
	Iteration 20F: 3 clusters Score -414179.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -414208.906250 Penalty: 4009.484131
	Iteration 21Q: 3 clusters Score -414208.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -414228.625000 Penalty: 4009.484131
	Iteration 22Q: 3 clusters Score -414228.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -414247.406250 Penalty: 4009.484131
	Iteration 23Q: 3 clusters Score -414247.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -414266.531250 Penalty: 4009.484131
	Iteration 24Q: 3 clusters Score -414266.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -414290.500000 Penalty: 4009.484131
	Iteration 25Q: 3 clusters Score -414290.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -414309.093750 Penalty: 4009.484131
	Iteration 26Q: 3 clusters Score -414309.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -414330.625000 Penalty: 4009.484131
	Iteration 27Q: 3 clusters Score -414330.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -414346.031250 Penalty: 4009.484131
	Iteration 28Q: 3 clusters Score -414346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -414353.500000 Penalty: 4009.484131
	Iteration 29Q: 3 clusters Score -414353.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -414363.812500 Penalty: 4009.484131
	Iteration 30Q: 3 clusters Score -414363.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -414376.750000 Penalty: 4009.484131
	Iteration 31Q: 3 clusters Score -414376.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -414390.500000 Penalty: 4009.484131
	Iteration 32Q: 3 clusters Score -414390.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -414401.375000 Penalty: 4009.484131
	Iteration 33Q: 3 clusters Score -414401.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -414413.843750 Penalty: 4009.484131
	Iteration 34Q: 3 clusters Score -414413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -414427.375000 Penalty: 4009.484131
	Iteration 35Q: 3 clusters Score -414427.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -414436.187500 Penalty: 4009.484131
	Iteration 36Q: 3 clusters Score -414436.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -414449.875000 Penalty: 4009.484131
	Iteration 37Q: 3 clusters Score -414449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -414458.906250 Penalty: 4009.484131
	Iteration 38Q: 3 clusters Score -414458.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -414466.062500 Penalty: 4009.484131
	Iteration 39Q: 3 clusters Score -414466.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -414471.375000 Penalty: 4009.484131
	Iteration 40F: 3 clusters Score -414471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -414475.500000 Penalty: 4009.484131
	Iteration 41Q: 3 clusters Score -414475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -414479.531250 Penalty: 4009.484131
	Iteration 42Q: 3 clusters Score -414479.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -414485.375000 Penalty: 4009.484131
	Iteration 43Q: 3 clusters Score -414485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -414488.781250 Penalty: 4009.484131
	Iteration 44Q: 3 clusters Score -414488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -414491.468750 Penalty: 4009.484131
	Iteration 45Q: 3 clusters Score -414491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -414491.625000 Penalty: 4009.484131
	Iteration 46Q: 3 clusters Score -414491.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -414492.781250 Penalty: 4009.484131
	Iteration 47Q: 3 clusters Score -414492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -414493.593750 Penalty: 4009.484131
	Iteration 48Q: 3 clusters Score -414493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -414495.156250 Penalty: 4009.484131
	Iteration 49Q: 3 clusters Score -414495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -414496.718750 Penalty: 4009.484131
	Iteration 50Q: 3 clusters Score -414496.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -414498.687500 Penalty: 4009.484131
	Iteration 51Q: 3 clusters Score -414498.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -414502.093750 Penalty: 4009.484131
	Iteration 52Q: 3 clusters Score -414502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -414503.718750 Penalty: 4009.484131
	Iteration 53Q: 3 clusters Score -414503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -414503.718750 Penalty: 4009.484131
	Iteration 54F: 3 clusters Score -414503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -12104.263672 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -12104.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11309.104492 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -11309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11332.722656 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -11332.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11332.722656 Penalty: 2340.375244
	Iteration 2F: 3 clusters Score -11332.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (147968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147968 members 
Entering Unmasked Estep 
Score: -20436930.000000 Penalty: 2952.378418
	Iteration 0F: 2 clusters Score -2.043693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -20339324.000000 Penalty: 5904.756836
	Iteration 0F: 3 clusters Score -2.033932e+07 nChanged 70668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71337 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -20380624.000000 Penalty: 5904.756836
	Iteration 1F: 3 clusters Score -2.038062e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -20382742.000000 Penalty: 5904.756836
	Iteration 2Q: 3 clusters Score -2.038274e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -20385630.000000 Penalty: 5904.756836
	Iteration 3Q: 3 clusters Score -2.038563e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -20389838.000000 Penalty: 5904.756836
	Iteration 4Q: 3 clusters Score -2.038984e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -20395122.000000 Penalty: 5904.756836
	Iteration 5F: 3 clusters Score -2.039512e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 86914 members 
Entering Unmasked Estep 
Score: -20401320.000000 Penalty: 5904.756836
	Iteration 6F: 3 clusters Score -2.040132e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -20407422.000000 Penalty: 5904.756836
	Iteration 7F: 3 clusters Score -2.040742e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
Score: -20412594.000000 Penalty: 5904.756836
	Iteration 8F: 3 clusters Score -2.041259e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 92167 members 
Entering Unmasked Estep 
Score: -20416422.000000 Penalty: 5904.756836
	Iteration 9F: 3 clusters Score -2.041642e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -20418556.000000 Penalty: 5904.756836
	Iteration 10Q: 3 clusters Score -2.041856e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -20419552.000000 Penalty: 5904.756836
	Iteration 11Q: 3 clusters Score -2.041955e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 94814 members 
Entering Unmasked Estep 
Score: -20420054.000000 Penalty: 5904.756836
	Iteration 12Q: 3 clusters Score -2.042005e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 95747 members 
Entering Unmasked Estep 
Score: -20420482.000000 Penalty: 5904.756836
	Iteration 13Q: 3 clusters Score -2.042048e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -20420574.000000 Penalty: 5904.756836
	Iteration 14Q: 3 clusters Score -2.042057e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -20420864.000000 Penalty: 5904.756836
	Iteration 15Q: 3 clusters Score -2.042086e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -20421102.000000 Penalty: 5904.756836
	Iteration 16Q: 3 clusters Score -2.04211e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -20421330.000000 Penalty: 5904.756836
	Iteration 17Q: 3 clusters Score -2.042133e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -20421496.000000 Penalty: 5904.756836
	Iteration 18Q: 3 clusters Score -2.04215e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -20421666.000000 Penalty: 5904.756836
	Iteration 19Q: 3 clusters Score -2.042167e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -20421848.000000 Penalty: 5904.756836
	Iteration 20F: 3 clusters Score -2.042185e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 105388 members 
Entering Unmasked Estep 
Score: -20422144.000000 Penalty: 5904.756836
	Iteration 21Q: 3 clusters Score -2.042214e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 106922 members 
Entering Unmasked Estep 
Score: -20422464.000000 Penalty: 5904.756836
	Iteration 22Q: 3 clusters Score -2.042246e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 108537 members 
Entering Unmasked Estep 
Score: -20422826.000000 Penalty: 5904.756836
	Iteration 23Q: 3 clusters Score -2.042283e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 110267 members 
Entering Unmasked Estep 
Score: -20422994.000000 Penalty: 5904.756836
	Iteration 24Q: 3 clusters Score -2.042299e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 112051 members 
Entering Unmasked Estep 
Score: -20423510.000000 Penalty: 5904.756836
	Iteration 25Q: 3 clusters Score -2.042351e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 113936 members 
Entering Unmasked Estep 
Score: -20423910.000000 Penalty: 5904.756836
	Iteration 26Q: 3 clusters Score -2.042391e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 115836 members 
Entering Unmasked Estep 
Score: -20424448.000000 Penalty: 5904.756836
	Iteration 27Q: 3 clusters Score -2.042445e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 117862 members 
Entering Unmasked Estep 
Score: -20425054.000000 Penalty: 5904.756836
	Iteration 28Q: 3 clusters Score -2.042505e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 119921 members 
Entering Unmasked Estep 
Score: -20425480.000000 Penalty: 5904.756836
	Iteration 29Q: 3 clusters Score -2.042548e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 122050 members 
Entering Unmasked Estep 
Score: -20426158.000000 Penalty: 5904.756836
	Iteration 30Q: 3 clusters Score -2.042616e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 124251 members 
Entering Unmasked Estep 
Score: -20426760.000000 Penalty: 5904.756836
	Iteration 31Q: 3 clusters Score -2.042676e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 126492 members 
Entering Unmasked Estep 
Score: -20427398.000000 Penalty: 5904.756836
	Iteration 32Q: 3 clusters Score -2.04274e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 128637 members 
Entering Unmasked Estep 
Score: -20428030.000000 Penalty: 5904.756836
	Iteration 33Q: 3 clusters Score -2.042803e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 130766 members 
Entering Unmasked Estep 
Score: -20428802.000000 Penalty: 5904.756836
	Iteration 34Q: 3 clusters Score -2.04288e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 132879 members 
Entering Unmasked Estep 
Score: -20429694.000000 Penalty: 5904.756836
	Iteration 35Q: 3 clusters Score -2.042969e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 134858 members 
Entering Unmasked Estep 
Score: -20430480.000000 Penalty: 5904.756836
	Iteration 36Q: 3 clusters Score -2.043048e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 136671 members 
Entering Unmasked Estep 
Score: -20431064.000000 Penalty: 5904.756836
	Iteration 37Q: 3 clusters Score -2.043106e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 138291 members 
Entering Unmasked Estep 
Score: -20431636.000000 Penalty: 5904.756836
	Iteration 38Q: 3 clusters Score -2.043164e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 139774 members 
Entering Unmasked Estep 
Score: -20432182.000000 Penalty: 5904.756836
	Iteration 39Q: 3 clusters Score -2.043218e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 141054 members 
Entering Unmasked Estep 
Score: -20432602.000000 Penalty: 5904.756836
	Iteration 40F: 3 clusters Score -2.04326e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 142051 members 
Entering Unmasked Estep 
Score: -20432942.000000 Penalty: 5904.756836
	Iteration 41Q: 3 clusters Score -2.043294e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 142915 members 
Entering Unmasked Estep 
Score: -20433304.000000 Penalty: 5904.756836
	Iteration 42Q: 3 clusters Score -2.04333e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 143616 members 
Entering Unmasked Estep 
Score: -20433506.000000 Penalty: 5904.756836
	Iteration 43Q: 3 clusters Score -2.043351e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 144206 members 
Entering Unmasked Estep 
Score: -20433670.000000 Penalty: 5904.756836
	Iteration 44Q: 3 clusters Score -2.043367e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 144692 members 
Entering Unmasked Estep 
Score: -20433816.000000 Penalty: 5904.756836
	Iteration 45Q: 3 clusters Score -2.043382e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 145077 members 
Entering Unmasked Estep 
Score: -20433972.000000 Penalty: 5904.756836
	Iteration 46Q: 3 clusters Score -2.043397e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 145368 members 
Entering Unmasked Estep 
Score: -20434082.000000 Penalty: 5904.756836
	Iteration 47Q: 3 clusters Score -2.043408e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 145606 members 
Entering Unmasked Estep 
Score: -20434150.000000 Penalty: 5904.756836
	Iteration 48Q: 3 clusters Score -2.043415e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 145804 members 
Entering Unmasked Estep 
Score: -20434198.000000 Penalty: 5904.756836
	Iteration 49Q: 3 clusters Score -2.04342e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 145954 members 
Entering Unmasked Estep 
Score: -20434232.000000 Penalty: 5904.756836
	Iteration 50Q: 3 clusters Score -2.043423e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 146074 members 
Entering Unmasked Estep 
Score: -20434256.000000 Penalty: 5904.756836
	Iteration 51Q: 3 clusters Score -2.043426e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 146169 members 
Entering Unmasked Estep 
Score: -20434292.000000 Penalty: 5904.756836
	Iteration 52Q: 3 clusters Score -2.043429e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 146239 members 
Entering Unmasked Estep 
Score: -20434320.000000 Penalty: 5904.756836
	Iteration 53Q: 3 clusters Score -2.043432e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 146312 members 
Entering Unmasked Estep 
Score: -20434346.000000 Penalty: 5904.756836
	Iteration 54Q: 3 clusters Score -2.043435e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 146372 members 
Entering Unmasked Estep 
Score: -20434348.000000 Penalty: 5904.756836
	Iteration 55Q: 3 clusters Score -2.043435e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 146427 members 
Entering Unmasked Estep 
Score: -20434400.000000 Penalty: 5904.756836
	Iteration 56Q: 3 clusters Score -2.04344e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 146479 members 
Entering Unmasked Estep 
Score: -20434404.000000 Penalty: 5904.756836
	Iteration 57Q: 3 clusters Score -2.04344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 146523 members 
Entering Unmasked Estep 
Score: -20434408.000000 Penalty: 5904.756836
	Iteration 58Q: 3 clusters Score -2.043441e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 146552 members 
Entering Unmasked Estep 
Score: -20434408.000000 Penalty: 5904.756836
	Iteration 59Q: 3 clusters Score -2.043441e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 146573 members 
Entering Unmasked Estep 
Score: -20434430.000000 Penalty: 5904.756836
	Iteration 60F: 3 clusters Score -2.043443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 146595 members 
Entering Unmasked Estep 
Score: -20434444.000000 Penalty: 5904.756836
	Iteration 61Q: 3 clusters Score -2.043444e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 146615 members 
Entering Unmasked Estep 
Score: -20434462.000000 Penalty: 5904.756836
	Iteration 62Q: 3 clusters Score -2.043446e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 146638 members 
Entering Unmasked Estep 
Score: -20434460.000000 Penalty: 5904.756836
	Iteration 63Q: 3 clusters Score -2.043446e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 146655 members 
Entering Unmasked Estep 
Score: -20434492.000000 Penalty: 5904.756836
	Iteration 64Q: 3 clusters Score -2.043449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 146668 members 
Entering Unmasked Estep 
Score: -20434482.000000 Penalty: 5904.756836
	Iteration 65Q: 3 clusters Score -2.043448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 146680 members 
Entering Unmasked Estep 
Score: -20434508.000000 Penalty: 5904.756836
	Iteration 66Q: 3 clusters Score -2.043451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 146700 members 
Entering Unmasked Estep 
Score: -20434490.000000 Penalty: 5904.756836
	Iteration 67Q: 3 clusters Score -2.043449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 146712 members 
Entering Unmasked Estep 
Score: -20434482.000000 Penalty: 5904.756836
	Iteration 68Q: 3 clusters Score -2.043448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 146725 members 
Entering Unmasked Estep 
Score: -20434488.000000 Penalty: 5904.756836
	Iteration 69Q: 3 clusters Score -2.043449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 146744 members 
Entering Unmasked Estep 
Score: -20434488.000000 Penalty: 5904.756836
	Iteration 70Q: 3 clusters Score -2.043449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 146759 members 
Entering Unmasked Estep 
Score: -20434494.000000 Penalty: 5904.756836
	Iteration 71Q: 3 clusters Score -2.043449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 146774 members 
Entering Unmasked Estep 
Score: -20434496.000000 Penalty: 5904.756836
	Iteration 72Q: 3 clusters Score -2.04345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 146780 members 
Entering Unmasked Estep 
Score: -20434492.000000 Penalty: 5904.756836
	Iteration 73Q: 3 clusters Score -2.043449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 146792 members 
Entering Unmasked Estep 
Score: -20434516.000000 Penalty: 5904.756836
	Iteration 74Q: 3 clusters Score -2.043452e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 146805 members 
Entering Unmasked Estep 
Score: -20434518.000000 Penalty: 5904.756836
	Iteration 75Q: 3 clusters Score -2.043452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 146823 members 
Entering Unmasked Estep 
Score: -20434506.000000 Penalty: 5904.756836
	Iteration 76Q: 3 clusters Score -2.043451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 146839 members 
Entering Unmasked Estep 
Score: -20434546.000000 Penalty: 5904.756836
	Iteration 77Q: 3 clusters Score -2.043455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 146844 members 
Entering Unmasked Estep 
Score: -20434544.000000 Penalty: 5904.756836
	Iteration 78Q: 3 clusters Score -2.043454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 146853 members 
Entering Unmasked Estep 
Score: -20434530.000000 Penalty: 5904.756836
	Iteration 79Q: 3 clusters Score -2.043453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 146862 members 
Entering Unmasked Estep 
Score: -20434524.000000 Penalty: 5904.756836
	Iteration 80F: 3 clusters Score -2.043452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 146869 members 
Entering Unmasked Estep 
Score: -20434538.000000 Penalty: 5904.756836
	Iteration 81Q: 3 clusters Score -2.043454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 146874 members 
Entering Unmasked Estep 
Score: -20434546.000000 Penalty: 5904.756836
	Iteration 82Q: 3 clusters Score -2.043455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 146884 members 
Entering Unmasked Estep 
Score: -20434556.000000 Penalty: 5904.756836
	Iteration 83Q: 3 clusters Score -2.043456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 146901 members 
Entering Unmasked Estep 
Score: -20434548.000000 Penalty: 5904.756836
	Iteration 84Q: 3 clusters Score -2.043455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 146912 members 
Entering Unmasked Estep 
Score: -20434554.000000 Penalty: 5904.756836
	Iteration 85Q: 3 clusters Score -2.043455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 146921 members 
Entering Unmasked Estep 
Score: -20434570.000000 Penalty: 5904.756836
	Iteration 86Q: 3 clusters Score -2.043457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 146928 members 
Entering Unmasked Estep 
Score: -20434586.000000 Penalty: 5904.756836
	Iteration 87Q: 3 clusters Score -2.043459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 146939 members 
Entering Unmasked Estep 
Score: -20434588.000000 Penalty: 5904.756836
	Iteration 88Q: 3 clusters Score -2.043459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 146950 members 
Entering Unmasked Estep 
Score: -20434572.000000 Penalty: 5904.756836
	Iteration 89Q: 3 clusters Score -2.043457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 146954 members 
Entering Unmasked Estep 
Score: -20434580.000000 Penalty: 5904.756836
	Iteration 90Q: 3 clusters Score -2.043458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 146957 members 
Entering Unmasked Estep 
Score: -20434586.000000 Penalty: 5904.756836
	Iteration 91Q: 3 clusters Score -2.043459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 146960 members 
Entering Unmasked Estep 
Score: -20434578.000000 Penalty: 5904.756836
	Iteration 92Q: 3 clusters Score -2.043458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 146959 members 
Entering Unmasked Estep 
Score: -20434592.000000 Penalty: 5904.756836
	Iteration 93Q: 3 clusters Score -2.043459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 146960 members 
Entering Unmasked Estep 
Score: -20434582.000000 Penalty: 5904.756836
	Iteration 94Q: 3 clusters Score -2.043458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 146960 members 
Entering Unmasked Estep 
Score: -20434582.000000 Penalty: 5904.756836
	Iteration 95F: 3 clusters Score -2.043458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Entering Unmasked Estep 
Score: -4662996.500000 Penalty: 2589.897217
	Iteration 0F: 2 clusters Score -4662996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4639562.500000 Penalty: 5179.794434
	Iteration 0F: 3 clusters Score -4639562 nChanged 15578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -4648222.500000 Penalty: 5179.794434
	Iteration 1F: 3 clusters Score -4648222 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -4648610.500000 Penalty: 5179.794434
	Iteration 2Q: 3 clusters Score -4648610 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4648950.000000 Penalty: 5179.794434
	Iteration 3Q: 3 clusters Score -4648950 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -4649273.500000 Penalty: 5179.794434
	Iteration 4Q: 3 clusters Score -4649274 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -4649633.500000 Penalty: 5179.794434
	Iteration 5Q: 3 clusters Score -4649634 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4650118.000000 Penalty: 5179.794434
	Iteration 6Q: 3 clusters Score -4650118 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -4650722.000000 Penalty: 5179.794434
	Iteration 7Q: 3 clusters Score -4650722 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4651517.500000 Penalty: 5179.794434
	Iteration 8Q: 3 clusters Score -4651518 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -4652552.500000 Penalty: 5179.794434
	Iteration 9F: 3 clusters Score -4652552 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -4653802.000000 Penalty: 5179.794434
	Iteration 10F: 3 clusters Score -4653802 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -4655129.000000 Penalty: 5179.794434
	Iteration 11F: 3 clusters Score -4655129 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -4656271.500000 Penalty: 5179.794434
	Iteration 12Q: 3 clusters Score -4656272 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -4657168.500000 Penalty: 5179.794434
	Iteration 13Q: 3 clusters Score -4657168 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -4657727.000000 Penalty: 5179.794434
	Iteration 14Q: 3 clusters Score -4657727 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -4658126.500000 Penalty: 5179.794434
	Iteration 15Q: 3 clusters Score -4658126 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -4658399.000000 Penalty: 5179.794434
	Iteration 16Q: 3 clusters Score -4658399 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -4658657.500000 Penalty: 5179.794434
	Iteration 17Q: 3 clusters Score -4658658 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4658924.000000 Penalty: 5179.794434
	Iteration 18Q: 3 clusters Score -4658924 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4659148.500000 Penalty: 5179.794434
	Iteration 19Q: 3 clusters Score -4659148 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -4659380.000000 Penalty: 5179.794434
	Iteration 20F: 3 clusters Score -4659380 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -4659565.000000 Penalty: 5179.794434
	Iteration 21Q: 3 clusters Score -4659565 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -4659784.000000 Penalty: 5179.794434
	Iteration 22Q: 3 clusters Score -4659784 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -4659928.500000 Penalty: 5179.794434
	Iteration 23Q: 3 clusters Score -4659928 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4660066.500000 Penalty: 5179.794434
	Iteration 24Q: 3 clusters Score -4660066 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4660180.000000 Penalty: 5179.794434
	Iteration 25Q: 3 clusters Score -4660180 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4660273.000000 Penalty: 5179.794434
	Iteration 26Q: 3 clusters Score -4660273 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4660355.000000 Penalty: 5179.794434
	Iteration 27Q: 3 clusters Score -4660355 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4660428.500000 Penalty: 5179.794434
	Iteration 28Q: 3 clusters Score -4660428 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4660491.500000 Penalty: 5179.794434
	Iteration 29Q: 3 clusters Score -4660492 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4660583.000000 Penalty: 5179.794434
	Iteration 30Q: 3 clusters Score -4660583 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4660671.500000 Penalty: 5179.794434
	Iteration 31Q: 3 clusters Score -4660672 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4660702.000000 Penalty: 5179.794434
	Iteration 32Q: 3 clusters Score -4660702 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4660738.500000 Penalty: 5179.794434
	Iteration 33Q: 3 clusters Score -4660738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4660781.000000 Penalty: 5179.794434
	Iteration 34Q: 3 clusters Score -4660781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4660789.500000 Penalty: 5179.794434
	Iteration 35Q: 3 clusters Score -4660790 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4660802.000000 Penalty: 5179.794434
	Iteration 36Q: 3 clusters Score -4660802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4660820.000000 Penalty: 5179.794434
	Iteration 37Q: 3 clusters Score -4660820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4660833.000000 Penalty: 5179.794434
	Iteration 38Q: 3 clusters Score -4660833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4660839.500000 Penalty: 5179.794434
	Iteration 39Q: 3 clusters Score -4660840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4660839.000000 Penalty: 5179.794434
	Iteration 40F: 3 clusters Score -4660839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4660838.500000 Penalty: 5179.794434
	Iteration 41Q: 3 clusters Score -4660838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4660839.000000 Penalty: 5179.794434
	Iteration 42Q: 3 clusters Score -4660839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4660850.000000 Penalty: 5179.794434
	Iteration 43Q: 3 clusters Score -4660850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4660851.500000 Penalty: 5179.794434
	Iteration 44Q: 3 clusters Score -4660852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4660855.000000 Penalty: 5179.794434
	Iteration 45Q: 3 clusters Score -4660855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4660858.500000 Penalty: 5179.794434
	Iteration 46Q: 3 clusters Score -4660858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4660859.000000 Penalty: 5179.794434
	Iteration 47Q: 3 clusters Score -4660859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4660865.500000 Penalty: 5179.794434
	Iteration 48Q: 3 clusters Score -4660866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4660864.500000 Penalty: 5179.794434
	Iteration 49Q: 3 clusters Score -4660864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4660869.500000 Penalty: 5179.794434
	Iteration 50Q: 3 clusters Score -4660870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4660869.000000 Penalty: 5179.794434
	Iteration 51Q: 3 clusters Score -4660869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4660873.500000 Penalty: 5179.794434
	Iteration 52Q: 3 clusters Score -4660874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4660868.500000 Penalty: 5179.794434
	Iteration 53Q: 3 clusters Score -4660868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4660876.000000 Penalty: 5179.794434
	Iteration 54Q: 3 clusters Score -4660876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4660872.000000 Penalty: 5179.794434
	Iteration 55Q: 3 clusters Score -4660872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4660882.000000 Penalty: 5179.794434
	Iteration 56Q: 3 clusters Score -4660882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4660885.500000 Penalty: 5179.794434
	Iteration 57Q: 3 clusters Score -4660886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4660893.000000 Penalty: 5179.794434
	Iteration 58Q: 3 clusters Score -4660893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4660893.500000 Penalty: 5179.794434
	Iteration 59Q: 3 clusters Score -4660894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4660899.000000 Penalty: 5179.794434
	Iteration 60F: 3 clusters Score -4660899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4660907.500000 Penalty: 5179.794434
	Iteration 61Q: 3 clusters Score -4660908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4660916.500000 Penalty: 5179.794434
	Iteration 62Q: 3 clusters Score -4660916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4660919.500000 Penalty: 5179.794434
	Iteration 63Q: 3 clusters Score -4660920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4660931.000000 Penalty: 5179.794434
	Iteration 64Q: 3 clusters Score -4660931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4660938.500000 Penalty: 5179.794434
	Iteration 65Q: 3 clusters Score -4660938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4660933.500000 Penalty: 5179.794434
	Iteration 66Q: 3 clusters Score -4660934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4660944.000000 Penalty: 5179.794434
	Iteration 67Q: 3 clusters Score -4660944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4660941.000000 Penalty: 5179.794434
	Iteration 68Q: 3 clusters Score -4660941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4660943.000000 Penalty: 5179.794434
	Iteration 69Q: 3 clusters Score -4660943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4660942.500000 Penalty: 5179.794434
	Iteration 70Q: 3 clusters Score -4660942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4660944.500000 Penalty: 5179.794434
	Iteration 71Q: 3 clusters Score -4660944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4660944.000000 Penalty: 5179.794434
	Iteration 72Q: 3 clusters Score -4660944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4660947.000000 Penalty: 5179.794434
	Iteration 73Q: 3 clusters Score -4660947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4660947.500000 Penalty: 5179.794434
	Iteration 74Q: 3 clusters Score -4660948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4660953.000000 Penalty: 5179.794434
	Iteration 75Q: 3 clusters Score -4660953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4660953.500000 Penalty: 5179.794434
	Iteration 76Q: 3 clusters Score -4660954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4660953.500000 Penalty: 5179.794434
	Iteration 77F: 3 clusters Score -4660954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -33586.828125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -33586.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32305.980469 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -32305.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32402.466797 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -32402.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32428.826172 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -32428.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32442.785156 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -32442.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32451.128906 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -32451.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32460.839844 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -32460.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32466.734375 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -32466.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32478.974609 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -32478.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32478.974609 Penalty: 2801.891357
	Iteration 8F: 3 clusters Score -32478.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -50654.781250 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -50654.78 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 222 members 
Entering Unmasked Estep 
Score: -49253.468750 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -49253.47 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49512.289062 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -49512.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49706.316406 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -49706.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49813.667969 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -49813.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49974.199219 Penalty: 3004.165039
	Iteration 4F: 3 clusters Score -49974.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50162.625000 Penalty: 3004.165039
	Iteration 5F: 3 clusters Score -50162.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50303.906250 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -50303.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50466.363281 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -50466.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50565.214844 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -50565.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50615.222656 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -50615.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50658.140625 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -50658.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50665.445312 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -50665.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50670.332031 Penalty: 3004.165039
	Iteration 12Q: 3 clusters Score -50670.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50688.277344 Penalty: 3004.165039
	Iteration 13Q: 3 clusters Score -50688.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50688.277344 Penalty: 3004.165039
	Iteration 14F: 3 clusters Score -50688.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157307 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49826 members 
Mstep: Class 4 contains 90578 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170491 members 
Mstep: Class 8 contains 103138 members 
Mstep: Class 9 contains 204055 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21801 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14775 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147968 members 
Mstep: Class 19 contains 34308 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 133 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
Score: -137445344.000000 Penalty: 82313.867188
Splitting cluster 21 changes total score from -137447440.000000 to -137445344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -68452.445312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -68452.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66923.890625 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -66923.89 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67135.429688 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -67135.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67201.906250 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -67201.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67232.390625 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -67232.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67250.218750 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -67250.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67255.171875 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -67255.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67262.648438 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -67262.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67265.890625 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -67265.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67266.812500 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -67266.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67266.812500 Penalty: 3129.719482
	Iteration 9F: 3 clusters Score -67266.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -146967.906250 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -146967.9 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 559 members 
Entering Unmasked Estep 
Score: -144953.046875 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -144953 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -145285.156250 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -145285.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -145392.203125 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -145392.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -145450.328125 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -145450.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -145474.906250 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -145474.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -145492.593750 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -145492.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -145513.265625 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -145513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -145524.890625 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -145524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -145531.343750 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -145531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -145537.265625 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -145537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -145544.187500 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -145544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -145559.687500 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -145559.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -145567.906250 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -145567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -145574.015625 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -145574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -145576.109375 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -145576.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -145577.531250 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -145577.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -145577.531250 Penalty: 3476.666748
	Iteration 16F: 3 clusters Score -145577.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157307 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49826 members 
Mstep: Class 4 contains 90578 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170491 members 
Mstep: Class 8 contains 103138 members 
Mstep: Class 9 contains 204055 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21801 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14775 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147968 members 
Mstep: Class 19 contains 34308 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447376.000000 Penalty: 78884.125000
Iteration 479Q: 24 clusters Score -1.374474e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157307 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49832 members 
Mstep: Class 4 contains 90584 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170495 members 
Mstep: Class 8 contains 103142 members 
Mstep: Class 9 contains 204045 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21800 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14776 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147959 members 
Mstep: Class 19 contains 34307 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447456.000000 Penalty: 78884.125000
Iteration 480F: 24 clusters Score -1.374475e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49836 members 
Mstep: Class 4 contains 90590 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170517 members 
Mstep: Class 8 contains 103143 members 
Mstep: Class 9 contains 204032 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21800 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6706 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14780 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147940 members 
Mstep: Class 19 contains 34307 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447472.000000 Penalty: 78884.125000
Iteration 481Q: 24 clusters Score -1.374475e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157296 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49836 members 
Mstep: Class 4 contains 90594 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170540 members 
Mstep: Class 8 contains 103142 members 
Mstep: Class 9 contains 204018 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21802 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6705 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14781 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147931 members 
Mstep: Class 19 contains 34308 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447552.000000 Penalty: 78884.125000
Iteration 482Q: 24 clusters Score -1.374476e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49832 members 
Mstep: Class 4 contains 90602 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170568 members 
Mstep: Class 8 contains 103143 members 
Mstep: Class 9 contains 203992 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21804 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14780 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147930 members 
Mstep: Class 19 contains 34308 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447472.000000 Penalty: 78884.125000
Iteration 483Q: 24 clusters Score -1.374475e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49831 members 
Mstep: Class 4 contains 90613 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170579 members 
Mstep: Class 8 contains 103147 members 
Mstep: Class 9 contains 203972 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21802 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6703 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14780 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147927 members 
Mstep: Class 19 contains 34305 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447488.000000 Penalty: 78884.125000
Iteration 484Q: 24 clusters Score -1.374475e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49831 members 
Mstep: Class 4 contains 90626 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170581 members 
Mstep: Class 8 contains 103152 members 
Mstep: Class 9 contains 203953 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21798 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6701 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14779 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147924 members 
Mstep: Class 19 contains 34305 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447472.000000 Penalty: 78884.125000
Iteration 485Q: 24 clusters Score -1.374475e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49829 members 
Mstep: Class 4 contains 90635 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170577 members 
Mstep: Class 8 contains 103163 members 
Mstep: Class 9 contains 203950 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21799 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14779 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147899 members 
Mstep: Class 19 contains 34305 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447568.000000 Penalty: 78884.125000
Iteration 486Q: 24 clusters Score -1.374476e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49828 members 
Mstep: Class 4 contains 90643 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170586 members 
Mstep: Class 8 contains 103162 members 
Mstep: Class 9 contains 203946 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21799 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14779 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147882 members 
Mstep: Class 19 contains 34307 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447632.000000 Penalty: 78884.125000
Iteration 487Q: 24 clusters Score -1.374476e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157328 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49828 members 
Mstep: Class 4 contains 90648 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170595 members 
Mstep: Class 8 contains 103166 members 
Mstep: Class 9 contains 203937 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21799 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6699 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14779 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147868 members 
Mstep: Class 19 contains 34305 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447616.000000 Penalty: 78884.125000
Iteration 488Q: 24 clusters Score -1.374476e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49831 members 
Mstep: Class 4 contains 90651 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170597 members 
Mstep: Class 8 contains 103170 members 
Mstep: Class 9 contains 203936 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21800 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14780 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147866 members 
Mstep: Class 19 contains 34304 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447536.000000 Penalty: 78884.125000
Iteration 489Q: 24 clusters Score -1.374475e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49833 members 
Mstep: Class 4 contains 90656 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170597 members 
Mstep: Class 8 contains 103168 members 
Mstep: Class 9 contains 203928 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21802 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14780 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147867 members 
Mstep: Class 19 contains 34303 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447472.000000 Penalty: 78884.125000
Iteration 490Q: 24 clusters Score -1.374475e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49834 members 
Mstep: Class 4 contains 90662 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170581 members 
Mstep: Class 8 contains 103165 members 
Mstep: Class 9 contains 203933 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21802 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6701 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14778 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147874 members 
Mstep: Class 19 contains 34301 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447424.000000 Penalty: 78884.125000
Iteration 491Q: 24 clusters Score -1.374474e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49837 members 
Mstep: Class 4 contains 90666 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170581 members 
Mstep: Class 8 contains 103161 members 
Mstep: Class 9 contains 203923 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21801 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14777 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147881 members 
Mstep: Class 19 contains 34299 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447616.000000 Penalty: 78884.125000
Iteration 492Q: 24 clusters Score -1.374476e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157329 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49839 members 
Mstep: Class 4 contains 90677 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170593 members 
Mstep: Class 8 contains 103161 members 
Mstep: Class 9 contains 203911 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21798 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14778 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147872 members 
Mstep: Class 19 contains 34296 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447472.000000 Penalty: 78884.125000
Iteration 493Q: 24 clusters Score -1.374475e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157325 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49841 members 
Mstep: Class 4 contains 90689 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170601 members 
Mstep: Class 8 contains 103162 members 
Mstep: Class 9 contains 203897 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21799 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6699 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14778 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147864 members 
Mstep: Class 19 contains 34297 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447456.000000 Penalty: 78884.125000
Iteration 494Q: 24 clusters Score -1.374475e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157335 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49840 members 
Mstep: Class 4 contains 90698 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170602 members 
Mstep: Class 8 contains 103164 members 
Mstep: Class 9 contains 203888 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21796 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14777 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147857 members 
Mstep: Class 19 contains 34295 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447392.000000 Penalty: 78884.125000
Iteration 495Q: 24 clusters Score -1.374474e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157330 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49845 members 
Mstep: Class 4 contains 90707 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170613 members 
Mstep: Class 8 contains 103164 members 
Mstep: Class 9 contains 203875 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21794 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14776 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147852 members 
Mstep: Class 19 contains 34296 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447328.000000 Penalty: 78884.125000
Iteration 496Q: 24 clusters Score -1.374473e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49848 members 
Mstep: Class 4 contains 90718 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170633 members 
Mstep: Class 8 contains 103160 members 
Mstep: Class 9 contains 203853 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21793 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14775 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147849 members 
Mstep: Class 19 contains 34297 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447200.000000 Penalty: 78884.125000
Iteration 497Q: 24 clusters Score -1.374472e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49851 members 
Mstep: Class 4 contains 90719 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170656 members 
Mstep: Class 8 contains 103164 members 
Mstep: Class 9 contains 203826 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 21795 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14775 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147848 members 
Mstep: Class 19 contains 34298 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447184.000000 Penalty: 78884.125000
Iteration 498Q: 24 clusters Score -1.374472e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49854 members 
Mstep: Class 4 contains 90728 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170679 members 
Mstep: Class 8 contains 103168 members 
Mstep: Class 9 contains 203800 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21792 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14772 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147847 members 
Mstep: Class 19 contains 34297 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447312.000000 Penalty: 78884.125000
Iteration 499Q: 24 clusters Score -1.374473e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 49853 members 
Mstep: Class 4 contains 90733 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 170701 members 
Mstep: Class 8 contains 103172 members 
Mstep: Class 9 contains 203773 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 21795 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 6701 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 14773 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 147839 members 
Mstep: Class 19 contains 34299 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447280.000000 Penalty: 78884.125000
Iteration 500F: 24 clusters Score -1.374473e+08 nChanged 137
Maximum iterations exceeded
--- Evaluating fit on full set of 3042614 points ---
Entering Unmasked Estep 
Score: -404517408.000000 Penalty: 85150.609375
21->24 Clusters: Score -404517408.000000, best is -404538304.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1014204 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 48160 members 
Mstep: Class 3 contains 48362 members 
Mstep: Class 4 contains 48482 members 
Mstep: Class 5 contains 48133 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 48279 members 
Mstep: Class 8 contains 48086 members 
Mstep: Class 9 contains 48512 members 
Mstep: Class 10 contains 48449 members 
Mstep: Class 11 contains 48559 members 
Mstep: Class 12 contains 48515 members 
Mstep: Class 13 contains 48896 members 
Mstep: Class 14 contains 48130 members 
Mstep: Class 15 contains 48642 members 
Mstep: Class 16 contains 48099 members 
Mstep: Class 17 contains 48420 members 
Mstep: Class 18 contains 47809 members 
Mstep: Class 19 contains 48160 members 
Mstep: Class 20 contains 47855 members 
Mstep: Class 21 contains 48248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 432.829407 but Gain 3429.742188
Score: -132801576.000000 Penalty: 68594.890625
Iteration 0F: 21 clusters Score -1.328016e+08 nChanged 962618
Entering Unmasked Mstep 
Mstep: Class 0 contains 2337 members 
Mstep: Class 1 contains 99134 members 
Mstep: Class 2 contains 30398 members 
Mstep: Class 3 contains 51482 members 
Mstep: Class 4 contains 34026 members 
Mstep: Class 5 contains 8498 members 
Mstep: Class 6 contains 108109 members 
Mstep: Class 7 contains 24652 members 
Mstep: Class 9 contains 87546 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 17983 members 
Mstep: Class 12 contains 12330 members 
Mstep: Class 13 contains 93308 members 
Mstep: Class 14 contains 8356 members 
Mstep: Class 15 contains 16408 members 
Mstep: Class 16 contains 7994 members 
Mstep: Class 17 contains 28470 members 
Mstep: Class 18 contains 45395 members 
Mstep: Class 19 contains 14077 members 
Mstep: Class 20 contains 306125 members 
Mstep: Class 21 contains 14914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2559.005371 but Gain 3429.746094
Score: -135919024.000000 Penalty: 65165.144531
Iteration 1F: 20 clusters Score -1.35919e+08 nChanged 360912
Entering Unmasked Mstep 
Mstep: Class 0 contains 2084 members 
Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 17588 members 
Mstep: Class 3 contains 25272 members 
Mstep: Class 4 contains 23007 members 
Mstep: Class 6 contains 143975 members 
Mstep: Class 7 contains 11125 members 
Mstep: Class 9 contains 83414 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 8091 members 
Mstep: Class 12 contains 5049 members 
Mstep: Class 13 contains 108744 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 3121 members 
Mstep: Class 17 contains 24426 members 
Mstep: Class 18 contains 36172 members 
Mstep: Class 19 contains 10524 members 
Mstep: Class 20 contains 391609 members 
Mstep: Class 21 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1692.482422 but Gain 3429.746094
Score: -136245088.000000 Penalty: 61735.398438
Iteration 2F: 19 clusters Score -1.362451e+08 nChanged 252983
Entering Unmasked Mstep 
Mstep: Class 0 contains 1142 members 
Mstep: Class 1 contains 134716 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 12342 members 
Mstep: Class 4 contains 14104 members 
Mstep: Class 6 contains 198628 members 
Mstep: Class 7 contains 5731 members 
Mstep: Class 9 contains 88216 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 3193 members 
Mstep: Class 12 contains 2409 members 
Mstep: Class 13 contains 138001 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 24062 members 
Mstep: Class 18 contains 34526 members 
Mstep: Class 19 contains 8281 members 
Mstep: Class 20 contains 330191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1348.898804 but Gain 3429.742188
Score: -136675808.000000 Penalty: 58305.656250
Iteration 3F: 18 clusters Score -1.366758e+08 nChanged 178711
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 157455 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 8433 members 
Mstep: Class 6 contains 229774 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 9 contains 92607 members 
Mstep: Class 10 contains 2777 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 13 contains 161778 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1387 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 21466 members 
Mstep: Class 18 contains 30302 members 
Mstep: Class 19 contains 5943 members 
Mstep: Class 20 contains 280471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1122.094849 but Gain 3429.746094
Score: -136908656.000000 Penalty: 54875.910156
Iteration 4F: 17 clusters Score -1.369087e+08 nChanged 145129
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 176605 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 3844 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 6 contains 214471 members 
Mstep: Class 9 contains 95452 members 
Mstep: Class 10 contains 2856 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 13 contains 178995 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 1215 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 18889 members 
Mstep: Class 18 contains 24391 members 
Mstep: Class 19 contains 4268 members 
Mstep: Class 20 contains 274543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1970.806030 but Gain 3429.742188
Score: -137007984.000000 Penalty: 51446.167969
Iteration 5F: 16 clusters Score -1.37008e+08 nChanged 118035
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 196888 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 9354 members 
Mstep: Class 6 contains 190918 members 
Mstep: Class 9 contains 100710 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 3063 members 
Mstep: Class 13 contains 195659 members 
Mstep: Class 14 contains 1291 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 3358 members 
Mstep: Class 17 contains 18237 members 
Mstep: Class 18 contains 19214 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 265394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137095856.000000 Penalty: 51446.167969
Iteration 6F: 16 clusters Score -1.370959e+08 nChanged 99686
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 211523 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 11228 members 
Mstep: Class 6 contains 170167 members 
Mstep: Class 9 contains 108047 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 3225 members 
Mstep: Class 13 contains 210099 members 
Mstep: Class 14 contains 1284 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 3505 members 
Mstep: Class 17 contains 18814 members 
Mstep: Class 18 contains 14853 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 252270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156816.000000 Penalty: 51446.167969
Iteration 7F: 16 clusters Score -1.371568e+08 nChanged 87693
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 218450 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 13282 members 
Mstep: Class 6 contains 155291 members 
Mstep: Class 9 contains 115594 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 3309 members 
Mstep: Class 13 contains 224659 members 
Mstep: Class 14 contains 1284 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 20231 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2908 members 
Mstep: Class 20 contains 238293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137198112.000000 Penalty: 51446.167969
Iteration 8F: 16 clusters Score -1.371981e+08 nChanged 74175
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 217051 members 
Mstep: Class 3 contains 1751 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 6 contains 146724 members 
Mstep: Class 9 contains 122116 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 13 contains 240337 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 3436 members 
Mstep: Class 17 contains 22511 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 224063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137232016.000000 Penalty: 51446.167969
Iteration 9F: 16 clusters Score -1.37232e+08 nChanged 64435
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 209450 members 
Mstep: Class 3 contains 1733 members 
Mstep: Class 4 contains 18258 members 
Mstep: Class 6 contains 142379 members 
Mstep: Class 9 contains 127139 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 3149 members 
Mstep: Class 13 contains 256772 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 3391 members 
Mstep: Class 17 contains 25425 members 
Mstep: Class 18 contains 7093 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 210925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137261088.000000 Penalty: 51446.167969
Iteration 10F: 16 clusters Score -1.372611e+08 nChanged 57941
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 198897 members 
Mstep: Class 3 contains 1737 members 
Mstep: Class 4 contains 21264 members 
Mstep: Class 6 contains 140591 members 
Mstep: Class 9 contains 130891 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 13 contains 273725 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 3370 members 
Mstep: Class 17 contains 28692 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3373 members 
Mstep: Class 20 contains 197660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137281888.000000 Penalty: 51446.167969
Iteration 11F: 16 clusters Score -1.372819e+08 nChanged 55438
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 187530 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 24507 members 
Mstep: Class 6 contains 139618 members 
Mstep: Class 9 contains 134290 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 2638 members 
Mstep: Class 13 contains 290320 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 32300 members 
Mstep: Class 18 contains 4698 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 184098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137283088.000000 Penalty: 51446.167969
Iteration 12F: 16 clusters Score -1.372831e+08 nChanged 53471
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 177643 members 
Mstep: Class 3 contains 1827 members 
Mstep: Class 4 contains 28172 members 
Mstep: Class 6 contains 140013 members 
Mstep: Class 9 contains 138995 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 13 contains 298856 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 3351 members 
Mstep: Class 17 contains 36146 members 
Mstep: Class 18 contains 4179 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 173214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137283344.000000 Penalty: 51446.167969
Iteration 13F: 16 clusters Score -1.372833e+08 nChanged 47021
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 169589 members 
Mstep: Class 3 contains 1910 members 
Mstep: Class 4 contains 31729 members 
Mstep: Class 6 contains 141213 members 
Mstep: Class 9 contains 144712 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 13 contains 298669 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 3416 members 
Mstep: Class 17 contains 40146 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 166928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137293168.000000 Penalty: 51446.167969
Iteration 14Q: 16 clusters Score -1.372932e+08 nChanged 39251
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 163061 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 34425 members 
Mstep: Class 6 contains 142783 members 
Mstep: Class 9 contains 150390 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 13 contains 293559 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 43941 members 
Mstep: Class 18 contains 3720 members 
Mstep: Class 19 contains 4778 members 
Mstep: Class 20 contains 164482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137308368.000000 Penalty: 51446.167969
Iteration 15Q: 16 clusters Score -1.373084e+08 nChanged 34258
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 157251 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 36377 members 
Mstep: Class 6 contains 143924 members 
Mstep: Class 9 contains 155998 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 13 contains 287176 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 3668 members 
Mstep: Class 17 contains 47757 members 
Mstep: Class 18 contains 3572 members 
Mstep: Class 19 contains 5087 members 
Mstep: Class 20 contains 163675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137324848.000000 Penalty: 51446.167969
Iteration 16Q: 16 clusters Score -1.373248e+08 nChanged 30567
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 151990 members 
Mstep: Class 3 contains 2244 members 
Mstep: Class 4 contains 37678 members 
Mstep: Class 6 contains 144516 members 
Mstep: Class 9 contains 160897 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 13 contains 282101 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 51333 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 162978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137339344.000000 Penalty: 51446.167969
Iteration 17Q: 16 clusters Score -1.373393e+08 nChanged 27601
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 147557 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 38768 members 
Mstep: Class 6 contains 144530 members 
Mstep: Class 9 contains 164664 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 13 contains 278008 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 3979 members 
Mstep: Class 17 contains 54808 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 5829 members 
Mstep: Class 20 contains 162469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137350288.000000 Penalty: 51446.167969
Iteration 18Q: 16 clusters Score -1.373503e+08 nChanged 25814
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 143993 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 39737 members 
Mstep: Class 6 contains 144083 members 
Mstep: Class 9 contains 167326 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 13 contains 274651 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 4206 members 
Mstep: Class 17 contains 58175 members 
Mstep: Class 18 contains 3523 members 
Mstep: Class 19 contains 6213 members 
Mstep: Class 20 contains 162028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137359184.000000 Penalty: 51446.167969
Iteration 19Q: 16 clusters Score -1.373592e+08 nChanged 24169
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 141275 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 40619 members 
Mstep: Class 6 contains 143016 members 
Mstep: Class 9 contains 168852 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 2539 members 
Mstep: Class 13 contains 271925 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 4433 members 
Mstep: Class 17 contains 61423 members 
Mstep: Class 18 contains 3646 members 
Mstep: Class 19 contains 6658 members 
Mstep: Class 20 contains 161952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137365968.000000 Penalty: 51446.167969
Iteration 20F: 16 clusters Score -1.37366e+08 nChanged 22712
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 139214 members 
Mstep: Class 3 contains 2523 members 
Mstep: Class 4 contains 41476 members 
Mstep: Class 6 contains 141749 members 
Mstep: Class 9 contains 169158 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 2613 members 
Mstep: Class 13 contains 269662 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 4703 members 
Mstep: Class 17 contains 64548 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 162108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137372176.000000 Penalty: 51446.167969
Iteration 21Q: 16 clusters Score -1.373722e+08 nChanged 21046
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 137548 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 42356 members 
Mstep: Class 6 contains 140354 members 
Mstep: Class 9 contains 168491 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 13 contains 267662 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 4951 members 
Mstep: Class 17 contains 67618 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 162611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137376352.000000 Penalty: 51446.167969
Iteration 22Q: 16 clusters Score -1.373764e+08 nChanged 19646
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 136230 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 43243 members 
Mstep: Class 6 contains 138771 members 
Mstep: Class 9 contains 166841 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 13 contains 266014 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 70725 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 163368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137380896.000000 Penalty: 51446.167969
Iteration 23Q: 16 clusters Score -1.373809e+08 nChanged 18620
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 135208 members 
Mstep: Class 3 contains 2581 members 
Mstep: Class 4 contains 44035 members 
Mstep: Class 6 contains 137235 members 
Mstep: Class 9 contains 164138 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 2691 members 
Mstep: Class 13 contains 264810 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 5427 members 
Mstep: Class 17 contains 73826 members 
Mstep: Class 18 contains 5503 members 
Mstep: Class 19 contains 9196 members 
Mstep: Class 20 contains 164168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137385200.000000 Penalty: 51446.167969
Iteration 24Q: 16 clusters Score -1.373852e+08 nChanged 17510
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 134304 members 
Mstep: Class 3 contains 2593 members 
Mstep: Class 4 contains 44749 members 
Mstep: Class 6 contains 135652 members 
Mstep: Class 9 contains 160825 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 2704 members 
Mstep: Class 13 contains 263905 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 5640 members 
Mstep: Class 17 contains 76965 members 
Mstep: Class 18 contains 6290 members 
Mstep: Class 19 contains 10150 members 
Mstep: Class 20 contains 165039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137388704.000000 Penalty: 51446.167969
Iteration 25Q: 16 clusters Score -1.373887e+08 nChanged 16729
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 133401 members 
Mstep: Class 3 contains 2602 members 
Mstep: Class 4 contains 45451 members 
Mstep: Class 6 contains 134234 members 
Mstep: Class 9 contains 156990 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 2713 members 
Mstep: Class 13 contains 263178 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 80093 members 
Mstep: Class 18 contains 7110 members 
Mstep: Class 19 contains 11268 members 
Mstep: Class 20 contains 165928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137392608.000000 Penalty: 51446.167969
Iteration 26Q: 16 clusters Score -1.373926e+08 nChanged 15783
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 132444 members 
Mstep: Class 3 contains 2612 members 
Mstep: Class 4 contains 46103 members 
Mstep: Class 6 contains 132789 members 
Mstep: Class 9 contains 153067 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 2719 members 
Mstep: Class 13 contains 262499 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 6020 members 
Mstep: Class 17 contains 83197 members 
Mstep: Class 18 contains 7847 members 
Mstep: Class 19 contains 12546 members 
Mstep: Class 20 contains 166973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137395440.000000 Penalty: 51446.167969
Iteration 27Q: 16 clusters Score -1.373954e+08 nChanged 14704
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 131488 members 
Mstep: Class 3 contains 2611 members 
Mstep: Class 4 contains 46669 members 
Mstep: Class 6 contains 131418 members 
Mstep: Class 9 contains 149015 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 13 contains 261956 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 6180 members 
Mstep: Class 17 contains 86290 members 
Mstep: Class 18 contains 8474 members 
Mstep: Class 19 contains 13907 members 
Mstep: Class 20 contains 168078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137398080.000000 Penalty: 51446.167969
Iteration 28Q: 16 clusters Score -1.373981e+08 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 130422 members 
Mstep: Class 3 contains 2605 members 
Mstep: Class 4 contains 47215 members 
Mstep: Class 6 contains 130045 members 
Mstep: Class 9 contains 145209 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 13 contains 261299 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 6295 members 
Mstep: Class 17 contains 89351 members 
Mstep: Class 18 contains 9004 members 
Mstep: Class 19 contains 15415 members 
Mstep: Class 20 contains 169220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137399952.000000 Penalty: 51446.167969
Iteration 29Q: 16 clusters Score -1.374e+08 nChanged 12751
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 129226 members 
Mstep: Class 3 contains 2593 members 
Mstep: Class 4 contains 47657 members 
Mstep: Class 6 contains 128751 members 
Mstep: Class 9 contains 141690 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 13 contains 260759 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 92364 members 
Mstep: Class 18 contains 9407 members 
Mstep: Class 19 contains 16957 members 
Mstep: Class 20 contains 170251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137401840.000000 Penalty: 51446.167969
Iteration 30Q: 16 clusters Score -1.374018e+08 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 128030 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 48039 members 
Mstep: Class 6 contains 127632 members 
Mstep: Class 9 contains 138347 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 2746 members 
Mstep: Class 13 contains 260284 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 6569 members 
Mstep: Class 17 contains 95319 members 
Mstep: Class 18 contains 9718 members 
Mstep: Class 19 contains 18357 members 
Mstep: Class 20 contains 171195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137403360.000000 Penalty: 51446.167969
Iteration 31Q: 16 clusters Score -1.374034e+08 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 126849 members 
Mstep: Class 3 contains 2568 members 
Mstep: Class 4 contains 48348 members 
Mstep: Class 6 contains 126660 members 
Mstep: Class 9 contains 135175 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 13 contains 259754 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 6688 members 
Mstep: Class 17 contains 98329 members 
Mstep: Class 18 contains 10010 members 
Mstep: Class 19 contains 19648 members 
Mstep: Class 20 contains 172031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137405008.000000 Penalty: 51446.167969
Iteration 32Q: 16 clusters Score -1.37405e+08 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 125773 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 48644 members 
Mstep: Class 6 contains 125733 members 
Mstep: Class 9 contains 132265 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 13 contains 259297 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 101337 members 
Mstep: Class 18 contains 10230 members 
Mstep: Class 19 contains 20746 members 
Mstep: Class 20 contains 172671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137406640.000000 Penalty: 51446.167969
Iteration 33Q: 16 clusters Score -1.374066e+08 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 124761 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 48901 members 
Mstep: Class 6 contains 124847 members 
Mstep: Class 9 contains 129606 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 13 contains 258842 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 104330 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 21739 members 
Mstep: Class 20 contains 173166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137406944.000000 Penalty: 51446.167969
Iteration 34Q: 16 clusters Score -1.374069e+08 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 123876 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 49123 members 
Mstep: Class 6 contains 124062 members 
Mstep: Class 9 contains 127280 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 13 contains 258191 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 6946 members 
Mstep: Class 17 contains 107254 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 22626 members 
Mstep: Class 20 contains 173512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137407296.000000 Penalty: 51446.167969
Iteration 35Q: 16 clusters Score -1.374073e+08 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 123074 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 49326 members 
Mstep: Class 6 contains 123373 members 
Mstep: Class 9 contains 125118 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 2777 members 
Mstep: Class 13 contains 257453 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 7017 members 
Mstep: Class 17 contains 110264 members 
Mstep: Class 18 contains 10773 members 
Mstep: Class 19 contains 23397 members 
Mstep: Class 20 contains 173697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137407424.000000 Penalty: 51446.167969
Iteration 36Q: 16 clusters Score -1.374074e+08 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 122308 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 49511 members 
Mstep: Class 6 contains 122784 members 
Mstep: Class 9 contains 123102 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 2783 members 
Mstep: Class 13 contains 256558 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 7097 members 
Mstep: Class 17 contains 113345 members 
Mstep: Class 18 contains 10910 members 
Mstep: Class 19 contains 24069 members 
Mstep: Class 20 contains 173802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137408256.000000 Penalty: 51446.167969
Iteration 37Q: 16 clusters Score -1.374083e+08 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 121662 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 49678 members 
Mstep: Class 6 contains 122259 members 
Mstep: Class 9 contains 121262 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 13 contains 255626 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 7154 members 
Mstep: Class 17 contains 116350 members 
Mstep: Class 18 contains 11027 members 
Mstep: Class 19 contains 24612 members 
Mstep: Class 20 contains 173853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137408688.000000 Penalty: 51446.167969
Iteration 38Q: 16 clusters Score -1.374087e+08 nChanged 6281
Entering ConstructFrom: 
Score: -137408688.000000 Penalty: 51446.167969
Entering ConstructFrom: 
Trying to split cluster 1 (121111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121111 members 
Entering Unmasked Estep 
Score: -16596696.000000 Penalty: 2902.706787
	Iteration 0F: 2 clusters Score -1.65967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -16515956.000000 Penalty: 5805.413574
	Iteration 0F: 3 clusters Score -1.651596e+07 nChanged 57524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -16549785.000000 Penalty: 5805.413574
	Iteration 1F: 3 clusters Score -1.654978e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -16551447.000000 Penalty: 5805.413574
	Iteration 2Q: 3 clusters Score -1.655145e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -16553408.000000 Penalty: 5805.413574
	Iteration 3Q: 3 clusters Score -1.655341e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -16556200.000000 Penalty: 5805.413574
	Iteration 4Q: 3 clusters Score -1.65562e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -16560654.000000 Penalty: 5805.413574
	Iteration 5F: 3 clusters Score -1.656065e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -16567374.000000 Penalty: 5805.413574
	Iteration 6F: 3 clusters Score -1.656737e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -16574954.000000 Penalty: 5805.413574
	Iteration 7F: 3 clusters Score -1.657495e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -16581231.000000 Penalty: 5805.413574
	Iteration 8F: 3 clusters Score -1.658123e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -16585118.000000 Penalty: 5805.413574
	Iteration 9F: 3 clusters Score -1.658512e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75825 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -16587559.000000 Penalty: 5805.413574
	Iteration 10Q: 3 clusters Score -1.658756e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -16589133.000000 Penalty: 5805.413574
	Iteration 11Q: 3 clusters Score -1.658913e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -16590396.000000 Penalty: 5805.413574
	Iteration 12Q: 3 clusters Score -1.65904e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -16591549.000000 Penalty: 5805.413574
	Iteration 13Q: 3 clusters Score -1.659155e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -16592439.000000 Penalty: 5805.413574
	Iteration 14Q: 3 clusters Score -1.659244e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -16593308.000000 Penalty: 5805.413574
	Iteration 15Q: 3 clusters Score -1.659331e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -16594037.000000 Penalty: 5805.413574
	Iteration 16Q: 3 clusters Score -1.659404e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -16594585.000000 Penalty: 5805.413574
	Iteration 17Q: 3 clusters Score -1.659458e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -16594968.000000 Penalty: 5805.413574
	Iteration 18Q: 3 clusters Score -1.659497e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92849 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -16595309.000000 Penalty: 5805.413574
	Iteration 19Q: 3 clusters Score -1.659531e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -16595536.000000 Penalty: 5805.413574
	Iteration 20F: 3 clusters Score -1.659554e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95276 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -16595855.000000 Penalty: 5805.413574
	Iteration 21Q: 3 clusters Score -1.659586e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -16596062.000000 Penalty: 5805.413574
	Iteration 22Q: 3 clusters Score -1.659606e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97339 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -16596222.000000 Penalty: 5805.413574
	Iteration 23Q: 3 clusters Score -1.659622e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -16596449.000000 Penalty: 5805.413574
	Iteration 24Q: 3 clusters Score -1.659645e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99198 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -16596604.000000 Penalty: 5805.413574
	Iteration 25Q: 3 clusters Score -1.65966e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -16596772.000000 Penalty: 5805.413574
	Iteration 26Q: 3 clusters Score -1.659677e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100778 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -16596872.000000 Penalty: 5805.413574
	Iteration 27Q: 3 clusters Score -1.659687e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -16597028.000000 Penalty: 5805.413574
	Iteration 28Q: 3 clusters Score -1.659703e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102176 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -16597161.000000 Penalty: 5805.413574
	Iteration 29Q: 3 clusters Score -1.659716e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102791 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -16597267.000000 Penalty: 5805.413574
	Iteration 30Q: 3 clusters Score -1.659727e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103357 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -16597351.000000 Penalty: 5805.413574
	Iteration 31Q: 3 clusters Score -1.659735e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -16597456.000000 Penalty: 5805.413574
	Iteration 32Q: 3 clusters Score -1.659746e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -16597551.000000 Penalty: 5805.413574
	Iteration 33Q: 3 clusters Score -1.659755e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -16597592.000000 Penalty: 5805.413574
	Iteration 34Q: 3 clusters Score -1.659759e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105340 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -16597709.000000 Penalty: 5805.413574
	Iteration 35Q: 3 clusters Score -1.659771e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -16597745.000000 Penalty: 5805.413574
	Iteration 36Q: 3 clusters Score -1.659774e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106215 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -16597803.000000 Penalty: 5805.413574
	Iteration 37Q: 3 clusters Score -1.65978e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106586 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -16597832.000000 Penalty: 5805.413574
	Iteration 38Q: 3 clusters Score -1.659783e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106927 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -16597868.000000 Penalty: 5805.413574
	Iteration 39Q: 3 clusters Score -1.659787e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107232 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -16597873.000000 Penalty: 5805.413574
	Iteration 40F: 3 clusters Score -1.659787e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -16597897.000000 Penalty: 5805.413574
	Iteration 41Q: 3 clusters Score -1.65979e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107747 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -16597931.000000 Penalty: 5805.413574
	Iteration 42Q: 3 clusters Score -1.659793e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -16597906.000000 Penalty: 5805.413574
	Iteration 43Q: 3 clusters Score -1.659791e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -16597895.000000 Penalty: 5805.413574
	Iteration 44Q: 3 clusters Score -1.65979e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108309 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -16597948.000000 Penalty: 5805.413574
	Iteration 45Q: 3 clusters Score -1.659795e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -16597957.000000 Penalty: 5805.413574
	Iteration 46Q: 3 clusters Score -1.659796e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -16597960.000000 Penalty: 5805.413574
	Iteration 47Q: 3 clusters Score -1.659796e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108736 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -16597989.000000 Penalty: 5805.413574
	Iteration 48Q: 3 clusters Score -1.659799e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108870 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -16598007.000000 Penalty: 5805.413574
	Iteration 49Q: 3 clusters Score -1.659801e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -16598031.000000 Penalty: 5805.413574
	Iteration 50Q: 3 clusters Score -1.659803e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -16598022.000000 Penalty: 5805.413574
	Iteration 51Q: 3 clusters Score -1.659802e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -16598015.000000 Penalty: 5805.413574
	Iteration 52Q: 3 clusters Score -1.659802e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109356 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -16598043.000000 Penalty: 5805.413574
	Iteration 53Q: 3 clusters Score -1.659804e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109444 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -16598043.000000 Penalty: 5805.413574
	Iteration 54Q: 3 clusters Score -1.659804e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -16598061.000000 Penalty: 5805.413574
	Iteration 55Q: 3 clusters Score -1.659806e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109603 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -16598073.000000 Penalty: 5805.413574
	Iteration 56Q: 3 clusters Score -1.659807e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109661 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -16598072.000000 Penalty: 5805.413574
	Iteration 57Q: 3 clusters Score -1.659807e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109721 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -16598086.000000 Penalty: 5805.413574
	Iteration 58Q: 3 clusters Score -1.659809e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109765 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -16598107.000000 Penalty: 5805.413574
	Iteration 59Q: 3 clusters Score -1.659811e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109812 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -16598097.000000 Penalty: 5805.413574
	Iteration 60F: 3 clusters Score -1.65981e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109858 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -16598117.000000 Penalty: 5805.413574
	Iteration 61Q: 3 clusters Score -1.659812e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109898 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -16598101.000000 Penalty: 5805.413574
	Iteration 62Q: 3 clusters Score -1.65981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109925 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -16598113.000000 Penalty: 5805.413574
	Iteration 63Q: 3 clusters Score -1.659811e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109948 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -16598121.000000 Penalty: 5805.413574
	Iteration 64Q: 3 clusters Score -1.659812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109980 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -16598115.000000 Penalty: 5805.413574
	Iteration 65Q: 3 clusters Score -1.659812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -16598103.000000 Penalty: 5805.413574
	Iteration 66Q: 3 clusters Score -1.65981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110033 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -16598115.000000 Penalty: 5805.413574
	Iteration 67Q: 3 clusters Score -1.659812e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110064 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -16598126.000000 Penalty: 5805.413574
	Iteration 68Q: 3 clusters Score -1.659813e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -16598134.000000 Penalty: 5805.413574
	Iteration 69Q: 3 clusters Score -1.659813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110129 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -16598124.000000 Penalty: 5805.413574
	Iteration 70Q: 3 clusters Score -1.659812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110154 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -16598112.000000 Penalty: 5805.413574
	Iteration 71Q: 3 clusters Score -1.659811e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110179 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -16598119.000000 Penalty: 5805.413574
	Iteration 72Q: 3 clusters Score -1.659812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -16598134.000000 Penalty: 5805.413574
	Iteration 73Q: 3 clusters Score -1.659813e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -16598144.000000 Penalty: 5805.413574
	Iteration 74Q: 3 clusters Score -1.659814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110273 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -16598138.000000 Penalty: 5805.413574
	Iteration 75Q: 3 clusters Score -1.659814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110304 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -16598147.000000 Penalty: 5805.413574
	Iteration 76Q: 3 clusters Score -1.659815e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -16598153.000000 Penalty: 5805.413574
	Iteration 77Q: 3 clusters Score -1.659815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -16598165.000000 Penalty: 5805.413574
	Iteration 78Q: 3 clusters Score -1.659816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110377 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -16598179.000000 Penalty: 5805.413574
	Iteration 79Q: 3 clusters Score -1.659818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110396 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -16598152.000000 Penalty: 5805.413574
	Iteration 80F: 3 clusters Score -1.659815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -16598155.000000 Penalty: 5805.413574
	Iteration 81Q: 3 clusters Score -1.659816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110418 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -16598149.000000 Penalty: 5805.413574
	Iteration 82Q: 3 clusters Score -1.659815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110425 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -16598152.000000 Penalty: 5805.413574
	Iteration 83Q: 3 clusters Score -1.659815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110431 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -16598144.000000 Penalty: 5805.413574
	Iteration 84Q: 3 clusters Score -1.659814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110437 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -16598148.000000 Penalty: 5805.413574
	Iteration 85Q: 3 clusters Score -1.659815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110441 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -16598141.000000 Penalty: 5805.413574
	Iteration 86Q: 3 clusters Score -1.659814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110444 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -16598141.000000 Penalty: 5805.413574
	Iteration 87Q: 3 clusters Score -1.659814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110446 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -16598136.000000 Penalty: 5805.413574
	Iteration 88Q: 3 clusters Score -1.659814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -16598139.000000 Penalty: 5805.413574
	Iteration 89Q: 3 clusters Score -1.659814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -16598139.000000 Penalty: 5805.413574
	Iteration 90F: 3 clusters Score -1.659814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 10663 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 49831 members 
Mstep: Class 6 contains 121863 members 
Mstep: Class 9 contains 119498 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 13 contains 254730 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 7203 members 
Mstep: Class 17 contains 119253 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 25066 members 
Mstep: Class 20 contains 173795 members 
Entering Unmasked Estep 
Score: -137409552.000000 Penalty: 54875.910156
Splitting cluster 1 changes total score from -137408688.000000 to -137409552.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -321494.250000 Penalty: 1944.885132
	Iteration 0F: 2 clusters Score -321494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -318539.937500 Penalty: 3889.770264
	Iteration 0F: 3 clusters Score -318539.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -319192.718750 Penalty: 3889.770264
	Iteration 1F: 3 clusters Score -319192.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -319593.531250 Penalty: 3889.770264
	Iteration 2F: 3 clusters Score -319593.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -320636.500000 Penalty: 3889.770264
	Iteration 3F: 3 clusters Score -320636.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -323015.937500 Penalty: 3889.770264
	Iteration 4F: 3 clusters Score -323015.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -323904.937500 Penalty: 3889.770264
	Iteration 5F: 3 clusters Score -323904.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -324246.218750 Penalty: 3889.770264
	Iteration 6F: 3 clusters Score -324246.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -324375.125000 Penalty: 3889.770264
	Iteration 7Q: 3 clusters Score -324375.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -324429.031250 Penalty: 3889.770264
	Iteration 8Q: 3 clusters Score -324429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -324468.468750 Penalty: 3889.770264
	Iteration 9Q: 3 clusters Score -324468.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -324490.218750 Penalty: 3889.770264
	Iteration 10Q: 3 clusters Score -324490.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -324519.468750 Penalty: 3889.770264
	Iteration 11Q: 3 clusters Score -324519.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -324540.968750 Penalty: 3889.770264
	Iteration 12Q: 3 clusters Score -324541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -324549.593750 Penalty: 3889.770264
	Iteration 13Q: 3 clusters Score -324549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -324553.531250 Penalty: 3889.770264
	Iteration 14Q: 3 clusters Score -324553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -324553.531250 Penalty: 3889.770264
	Iteration 15F: 3 clusters Score -324553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 10663 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 4 contains 49831 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 121863 members 
Mstep: Class 9 contains 119498 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 13 contains 254730 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 7203 members 
Mstep: Class 17 contains 119253 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 25066 members 
Mstep: Class 20 contains 173795 members 
Entering Unmasked Estep 
Score: -137411168.000000 Penalty: 58305.656250
Splitting cluster 3 changes total score from -137408688.000000 to -137411168.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (49831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Entering Unmasked Estep 
Score: -6697515.000000 Penalty: 2682.465332
	Iteration 0F: 2 clusters Score -6697515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -6663572.500000 Penalty: 5364.930664
	Iteration 0F: 3 clusters Score -6663572 nChanged 23178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -6676425.500000 Penalty: 5364.930664
	Iteration 1F: 3 clusters Score -6676426 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -6676902.000000 Penalty: 5364.930664
	Iteration 2Q: 3 clusters Score -6676902 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -6677337.500000 Penalty: 5364.930664
	Iteration 3Q: 3 clusters Score -6677338 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -6677798.500000 Penalty: 5364.930664
	Iteration 4Q: 3 clusters Score -6677798 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -6678267.000000 Penalty: 5364.930664
	Iteration 5Q: 3 clusters Score -6678267 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -6678803.500000 Penalty: 5364.930664
	Iteration 6Q: 3 clusters Score -6678804 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -6679517.500000 Penalty: 5364.930664
	Iteration 7Q: 3 clusters Score -6679518 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -6680251.000000 Penalty: 5364.930664
	Iteration 8Q: 3 clusters Score -6680251 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -6681305.000000 Penalty: 5364.930664
	Iteration 9Q: 3 clusters Score -6681305 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -6682595.000000 Penalty: 5364.930664
	Iteration 10F: 3 clusters Score -6682595 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -6683902.000000 Penalty: 5364.930664
	Iteration 11F: 3 clusters Score -6683902 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -6685149.500000 Penalty: 5364.930664
	Iteration 12Q: 3 clusters Score -6685150 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -6686191.000000 Penalty: 5364.930664
	Iteration 13Q: 3 clusters Score -6686191 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -6686976.000000 Penalty: 5364.930664
	Iteration 14Q: 3 clusters Score -6686976 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -6687469.000000 Penalty: 5364.930664
	Iteration 15Q: 3 clusters Score -6687469 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -6687875.500000 Penalty: 5364.930664
	Iteration 16Q: 3 clusters Score -6687876 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -6688220.500000 Penalty: 5364.930664
	Iteration 17Q: 3 clusters Score -6688220 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -6688584.500000 Penalty: 5364.930664
	Iteration 18Q: 3 clusters Score -6688584 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -6689046.000000 Penalty: 5364.930664
	Iteration 19Q: 3 clusters Score -6689046 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -6689727.500000 Penalty: 5364.930664
	Iteration 20F: 3 clusters Score -6689728 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -6690691.500000 Penalty: 5364.930664
	Iteration 21Q: 3 clusters Score -6690692 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -6691994.500000 Penalty: 5364.930664
	Iteration 22Q: 3 clusters Score -6691994 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -6693426.000000 Penalty: 5364.930664
	Iteration 23Q: 3 clusters Score -6693426 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -6694429.500000 Penalty: 5364.930664
	Iteration 24Q: 3 clusters Score -6694430 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -6694852.500000 Penalty: 5364.930664
	Iteration 25Q: 3 clusters Score -6694852 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -6695088.500000 Penalty: 5364.930664
	Iteration 26Q: 3 clusters Score -6695088 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -6695200.500000 Penalty: 5364.930664
	Iteration 27Q: 3 clusters Score -6695200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -6695255.000000 Penalty: 5364.930664
	Iteration 28Q: 3 clusters Score -6695255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -6695282.000000 Penalty: 5364.930664
	Iteration 29Q: 3 clusters Score -6695282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -6695295.500000 Penalty: 5364.930664
	Iteration 30Q: 3 clusters Score -6695296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -6695320.000000 Penalty: 5364.930664
	Iteration 31Q: 3 clusters Score -6695320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -6695335.500000 Penalty: 5364.930664
	Iteration 32Q: 3 clusters Score -6695336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -6695357.000000 Penalty: 5364.930664
	Iteration 33Q: 3 clusters Score -6695357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -6695359.500000 Penalty: 5364.930664
	Iteration 34Q: 3 clusters Score -6695360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -6695374.500000 Penalty: 5364.930664
	Iteration 35Q: 3 clusters Score -6695374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -6695385.000000 Penalty: 5364.930664
	Iteration 36Q: 3 clusters Score -6695385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -6695384.500000 Penalty: 5364.930664
	Iteration 37Q: 3 clusters Score -6695384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -6695388.000000 Penalty: 5364.930664
	Iteration 38Q: 3 clusters Score -6695388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -6695391.000000 Penalty: 5364.930664
	Iteration 39Q: 3 clusters Score -6695391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -6695398.000000 Penalty: 5364.930664
	Iteration 40F: 3 clusters Score -6695398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -6695403.000000 Penalty: 5364.930664
	Iteration 41Q: 3 clusters Score -6695403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -6695403.000000 Penalty: 5364.930664
	Iteration 42F: 3 clusters Score -6695403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (121863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121863 members 
Entering Unmasked Estep 
Score: -16853910.000000 Penalty: 2904.241699
	Iteration 0F: 2 clusters Score -1.685391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -16772344.000000 Penalty: 5808.483398
	Iteration 0F: 3 clusters Score -1.677234e+07 nChanged 57933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -16805784.000000 Penalty: 5808.483398
	Iteration 1F: 3 clusters Score -1.680578e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -16806674.000000 Penalty: 5808.483398
	Iteration 2Q: 3 clusters Score -1.680667e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -16808184.000000 Penalty: 5808.483398
	Iteration 3Q: 3 clusters Score -1.680818e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -16810450.000000 Penalty: 5808.483398
	Iteration 4Q: 3 clusters Score -1.681045e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -16813568.000000 Penalty: 5808.483398
	Iteration 5Q: 3 clusters Score -1.681357e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 66752 members 
Entering Unmasked Estep 
Score: -16817636.000000 Penalty: 5808.483398
	Iteration 6F: 3 clusters Score -1.681764e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -16822344.000000 Penalty: 5808.483398
	Iteration 7F: 3 clusters Score -1.682234e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -16827212.000000 Penalty: 5808.483398
	Iteration 8F: 3 clusters Score -1.682721e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -16831924.000000 Penalty: 5808.483398
	Iteration 9F: 3 clusters Score -1.683192e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -16835290.000000 Penalty: 5808.483398
	Iteration 10F: 3 clusters Score -1.683529e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -16837360.000000 Penalty: 5808.483398
	Iteration 11Q: 3 clusters Score -1.683736e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 63476 members 
Entering Unmasked Estep 
Score: -16838256.000000 Penalty: 5808.483398
	Iteration 12Q: 3 clusters Score -1.683826e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -16838672.000000 Penalty: 5808.483398
	Iteration 13Q: 3 clusters Score -1.683867e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -16839028.000000 Penalty: 5808.483398
	Iteration 14Q: 3 clusters Score -1.683903e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -16839200.000000 Penalty: 5808.483398
	Iteration 15Q: 3 clusters Score -1.68392e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -16839516.000000 Penalty: 5808.483398
	Iteration 16Q: 3 clusters Score -1.683952e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -16839624.000000 Penalty: 5808.483398
	Iteration 17Q: 3 clusters Score -1.683962e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -16839820.000000 Penalty: 5808.483398
	Iteration 18Q: 3 clusters Score -1.683982e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -16840018.000000 Penalty: 5808.483398
	Iteration 19Q: 3 clusters Score -1.684002e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -16840100.000000 Penalty: 5808.483398
	Iteration 20F: 3 clusters Score -1.68401e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -16840248.000000 Penalty: 5808.483398
	Iteration 21Q: 3 clusters Score -1.684025e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -16840384.000000 Penalty: 5808.483398
	Iteration 22Q: 3 clusters Score -1.684038e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -16840444.000000 Penalty: 5808.483398
	Iteration 23Q: 3 clusters Score -1.684044e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -16840570.000000 Penalty: 5808.483398
	Iteration 24Q: 3 clusters Score -1.684057e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -16840624.000000 Penalty: 5808.483398
	Iteration 25Q: 3 clusters Score -1.684062e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -16840752.000000 Penalty: 5808.483398
	Iteration 26Q: 3 clusters Score -1.684075e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -16840866.000000 Penalty: 5808.483398
	Iteration 27Q: 3 clusters Score -1.684087e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -16840950.000000 Penalty: 5808.483398
	Iteration 28Q: 3 clusters Score -1.684095e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -16841014.000000 Penalty: 5808.483398
	Iteration 29Q: 3 clusters Score -1.684101e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -16841056.000000 Penalty: 5808.483398
	Iteration 30Q: 3 clusters Score -1.684106e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -16841164.000000 Penalty: 5808.483398
	Iteration 31Q: 3 clusters Score -1.684116e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -16841226.000000 Penalty: 5808.483398
	Iteration 32Q: 3 clusters Score -1.684123e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -16841378.000000 Penalty: 5808.483398
	Iteration 33Q: 3 clusters Score -1.684138e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -16841508.000000 Penalty: 5808.483398
	Iteration 34Q: 3 clusters Score -1.684151e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -16841686.000000 Penalty: 5808.483398
	Iteration 35Q: 3 clusters Score -1.684169e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -16841888.000000 Penalty: 5808.483398
	Iteration 36Q: 3 clusters Score -1.684189e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -16842122.000000 Penalty: 5808.483398
	Iteration 37Q: 3 clusters Score -1.684212e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -16842310.000000 Penalty: 5808.483398
	Iteration 38Q: 3 clusters Score -1.684231e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80645 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -16842546.000000 Penalty: 5808.483398
	Iteration 39Q: 3 clusters Score -1.684255e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -16842828.000000 Penalty: 5808.483398
	Iteration 40F: 3 clusters Score -1.684283e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -16843030.000000 Penalty: 5808.483398
	Iteration 41Q: 3 clusters Score -1.684303e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -16843308.000000 Penalty: 5808.483398
	Iteration 42Q: 3 clusters Score -1.684331e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -16843626.000000 Penalty: 5808.483398
	Iteration 43Q: 3 clusters Score -1.684363e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87292 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -16843954.000000 Penalty: 5808.483398
	Iteration 44Q: 3 clusters Score -1.684395e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -16844306.000000 Penalty: 5808.483398
	Iteration 45Q: 3 clusters Score -1.684431e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -16844658.000000 Penalty: 5808.483398
	Iteration 46Q: 3 clusters Score -1.684466e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -16845102.000000 Penalty: 5808.483398
	Iteration 47Q: 3 clusters Score -1.68451e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93086 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -16845490.000000 Penalty: 5808.483398
	Iteration 48Q: 3 clusters Score -1.684549e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -16845856.000000 Penalty: 5808.483398
	Iteration 49Q: 3 clusters Score -1.684586e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -16846246.000000 Penalty: 5808.483398
	Iteration 50Q: 3 clusters Score -1.684625e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97226 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -16846598.000000 Penalty: 5808.483398
	Iteration 51Q: 3 clusters Score -1.68466e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98526 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -16846952.000000 Penalty: 5808.483398
	Iteration 52Q: 3 clusters Score -1.684695e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99814 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -16847204.000000 Penalty: 5808.483398
	Iteration 53Q: 3 clusters Score -1.68472e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101084 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -16847554.000000 Penalty: 5808.483398
	Iteration 54Q: 3 clusters Score -1.684755e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -16847814.000000 Penalty: 5808.483398
	Iteration 55Q: 3 clusters Score -1.684781e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -16848154.000000 Penalty: 5808.483398
	Iteration 56Q: 3 clusters Score -1.684815e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -16848496.000000 Penalty: 5808.483398
	Iteration 57Q: 3 clusters Score -1.68485e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -16848824.000000 Penalty: 5808.483398
	Iteration 58Q: 3 clusters Score -1.684882e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106823 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -16849044.000000 Penalty: 5808.483398
	Iteration 59Q: 3 clusters Score -1.684904e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107843 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -16849314.000000 Penalty: 5808.483398
	Iteration 60F: 3 clusters Score -1.684931e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108811 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -16849590.000000 Penalty: 5808.483398
	Iteration 61Q: 3 clusters Score -1.684959e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109761 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -16849786.000000 Penalty: 5808.483398
	Iteration 62Q: 3 clusters Score -1.684979e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -16850072.000000 Penalty: 5808.483398
	Iteration 63Q: 3 clusters Score -1.685007e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111628 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -16850490.000000 Penalty: 5808.483398
	Iteration 64Q: 3 clusters Score -1.685049e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112464 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -16850694.000000 Penalty: 5808.483398
	Iteration 65Q: 3 clusters Score -1.685069e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113285 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -16850986.000000 Penalty: 5808.483398
	Iteration 66Q: 3 clusters Score -1.685099e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114017 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -16851216.000000 Penalty: 5808.483398
	Iteration 67Q: 3 clusters Score -1.685122e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114703 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -16851434.000000 Penalty: 5808.483398
	Iteration 68Q: 3 clusters Score -1.685143e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -16851630.000000 Penalty: 5808.483398
	Iteration 69Q: 3 clusters Score -1.685163e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -16851802.000000 Penalty: 5808.483398
	Iteration 70Q: 3 clusters Score -1.68518e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116437 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -16851940.000000 Penalty: 5808.483398
	Iteration 71Q: 3 clusters Score -1.685194e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116855 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -16852086.000000 Penalty: 5808.483398
	Iteration 72Q: 3 clusters Score -1.685209e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117256 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -16852174.000000 Penalty: 5808.483398
	Iteration 73Q: 3 clusters Score -1.685217e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117600 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -16852288.000000 Penalty: 5808.483398
	Iteration 74Q: 3 clusters Score -1.685229e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117871 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -16852386.000000 Penalty: 5808.483398
	Iteration 75Q: 3 clusters Score -1.685239e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118112 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -16852508.000000 Penalty: 5808.483398
	Iteration 76Q: 3 clusters Score -1.685251e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118329 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -16852582.000000 Penalty: 5808.483398
	Iteration 77Q: 3 clusters Score -1.685258e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118502 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -16852670.000000 Penalty: 5808.483398
	Iteration 78Q: 3 clusters Score -1.685267e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -16852692.000000 Penalty: 5808.483398
	Iteration 79Q: 3 clusters Score -1.685269e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118756 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -16852720.000000 Penalty: 5808.483398
	Iteration 80F: 3 clusters Score -1.685272e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -16852746.000000 Penalty: 5808.483398
	Iteration 81Q: 3 clusters Score -1.685275e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -16852788.000000 Penalty: 5808.483398
	Iteration 82Q: 3 clusters Score -1.685279e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118981 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -16852804.000000 Penalty: 5808.483398
	Iteration 83Q: 3 clusters Score -1.68528e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119029 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -16852804.000000 Penalty: 5808.483398
	Iteration 84Q: 3 clusters Score -1.68528e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119066 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -16852796.000000 Penalty: 5808.483398
	Iteration 85Q: 3 clusters Score -1.68528e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119108 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -16852814.000000 Penalty: 5808.483398
	Iteration 86Q: 3 clusters Score -1.685281e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119133 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -16852810.000000 Penalty: 5808.483398
	Iteration 87Q: 3 clusters Score -1.685281e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119146 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -16852796.000000 Penalty: 5808.483398
	Iteration 88Q: 3 clusters Score -1.68528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119161 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -16852802.000000 Penalty: 5808.483398
	Iteration 89Q: 3 clusters Score -1.68528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119174 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -16852810.000000 Penalty: 5808.483398
	Iteration 90Q: 3 clusters Score -1.685281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119180 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -16852826.000000 Penalty: 5808.483398
	Iteration 91Q: 3 clusters Score -1.685283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119186 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -16852810.000000 Penalty: 5808.483398
	Iteration 92Q: 3 clusters Score -1.685281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119191 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -16852814.000000 Penalty: 5808.483398
	Iteration 93Q: 3 clusters Score -1.685281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119195 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -16852812.000000 Penalty: 5808.483398
	Iteration 94Q: 3 clusters Score -1.685281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119197 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -16852822.000000 Penalty: 5808.483398
	Iteration 95Q: 3 clusters Score -1.685282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119201 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -16852820.000000 Penalty: 5808.483398
	Iteration 96Q: 3 clusters Score -1.685282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119205 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -16852818.000000 Penalty: 5808.483398
	Iteration 97Q: 3 clusters Score -1.685282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119216 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -16852812.000000 Penalty: 5808.483398
	Iteration 98Q: 3 clusters Score -1.685281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119220 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -16852814.000000 Penalty: 5808.483398
	Iteration 99Q: 3 clusters Score -1.685281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119227 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -16852814.000000 Penalty: 5808.483398
	Iteration 100F: 3 clusters Score -1.685281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119236 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -16852804.000000 Penalty: 5808.483398
	Iteration 101Q: 3 clusters Score -1.68528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119245 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -16852816.000000 Penalty: 5808.483398
	Iteration 102Q: 3 clusters Score -1.685282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -16852802.000000 Penalty: 5808.483398
	Iteration 103Q: 3 clusters Score -1.68528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119263 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -16852796.000000 Penalty: 5808.483398
	Iteration 104Q: 3 clusters Score -1.68528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119267 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -16852808.000000 Penalty: 5808.483398
	Iteration 105Q: 3 clusters Score -1.685281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119270 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -16852808.000000 Penalty: 5808.483398
	Iteration 106Q: 3 clusters Score -1.685281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119273 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -16852812.000000 Penalty: 5808.483398
	Iteration 107Q: 3 clusters Score -1.685281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119277 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -16852820.000000 Penalty: 5808.483398
	Iteration 108Q: 3 clusters Score -1.685282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119284 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -16852818.000000 Penalty: 5808.483398
	Iteration 109Q: 3 clusters Score -1.685282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119292 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -16852812.000000 Penalty: 5808.483398
	Iteration 110Q: 3 clusters Score -1.685281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119296 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -16852810.000000 Penalty: 5808.483398
	Iteration 111Q: 3 clusters Score -1.685281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119300 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -16852800.000000 Penalty: 5808.483398
	Iteration 112Q: 3 clusters Score -1.68528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119301 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -16852790.000000 Penalty: 5808.483398
	Iteration 113Q: 3 clusters Score -1.685279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119306 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -16852786.000000 Penalty: 5808.483398
	Iteration 114Q: 3 clusters Score -1.685279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119308 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -16852788.000000 Penalty: 5808.483398
	Iteration 115Q: 3 clusters Score -1.685279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119309 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -16852792.000000 Penalty: 5808.483398
	Iteration 116Q: 3 clusters Score -1.685279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119309 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -16852792.000000 Penalty: 5808.483398
	Iteration 117F: 3 clusters Score -1.685279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (119498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Entering Unmasked Estep 
Score: -16567425.000000 Penalty: 2899.381836
	Iteration 0F: 2 clusters Score -1.656742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -16487766.000000 Penalty: 5798.763672
	Iteration 0F: 3 clusters Score -1.648777e+07 nChanged 56779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -16520396.000000 Penalty: 5798.763672
	Iteration 1F: 3 clusters Score -1.65204e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -16521376.000000 Penalty: 5798.763672
	Iteration 2Q: 3 clusters Score -1.652138e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -16522539.000000 Penalty: 5798.763672
	Iteration 3Q: 3 clusters Score -1.652254e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -16523920.000000 Penalty: 5798.763672
	Iteration 4Q: 3 clusters Score -1.652392e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -16526304.000000 Penalty: 5798.763672
	Iteration 5Q: 3 clusters Score -1.65263e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 74448 members 
Entering Unmasked Estep 
Score: -16529852.000000 Penalty: 5798.763672
	Iteration 6F: 3 clusters Score -1.652985e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -16534939.000000 Penalty: 5798.763672
	Iteration 7F: 3 clusters Score -1.653494e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -16541093.000000 Penalty: 5798.763672
	Iteration 8F: 3 clusters Score -1.654109e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -16547390.000000 Penalty: 5798.763672
	Iteration 9F: 3 clusters Score -1.654739e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -16552926.000000 Penalty: 5798.763672
	Iteration 10F: 3 clusters Score -1.655293e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 104969 members 
Entering Unmasked Estep 
Score: -16557226.000000 Penalty: 5798.763672
	Iteration 11Q: 3 clusters Score -1.655723e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 108572 members 
Entering Unmasked Estep 
Score: -16560459.000000 Penalty: 5798.763672
	Iteration 12Q: 3 clusters Score -1.656046e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 111237 members 
Entering Unmasked Estep 
Score: -16562727.000000 Penalty: 5798.763672
	Iteration 13Q: 3 clusters Score -1.656273e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 113168 members 
Entering Unmasked Estep 
Score: -16564110.000000 Penalty: 5798.763672
	Iteration 14Q: 3 clusters Score -1.656411e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 114539 members 
Entering Unmasked Estep 
Score: -16565150.000000 Penalty: 5798.763672
	Iteration 15Q: 3 clusters Score -1.656515e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 115508 members 
Entering Unmasked Estep 
Score: -16565712.000000 Penalty: 5798.763672
	Iteration 16Q: 3 clusters Score -1.656571e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 116145 members 
Entering Unmasked Estep 
Score: -16566058.000000 Penalty: 5798.763672
	Iteration 17Q: 3 clusters Score -1.656606e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 116563 members 
Entering Unmasked Estep 
Score: -16566290.000000 Penalty: 5798.763672
	Iteration 18Q: 3 clusters Score -1.656629e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 116849 members 
Entering Unmasked Estep 
Score: -16566384.000000 Penalty: 5798.763672
	Iteration 19Q: 3 clusters Score -1.656638e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 117046 members 
Entering Unmasked Estep 
Score: -16566489.000000 Penalty: 5798.763672
	Iteration 20F: 3 clusters Score -1.656649e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 117181 members 
Entering Unmasked Estep 
Score: -16566575.000000 Penalty: 5798.763672
	Iteration 21Q: 3 clusters Score -1.656658e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 117278 members 
Entering Unmasked Estep 
Score: -16566618.000000 Penalty: 5798.763672
	Iteration 22Q: 3 clusters Score -1.656662e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 117345 members 
Entering Unmasked Estep 
Score: -16566653.000000 Penalty: 5798.763672
	Iteration 23Q: 3 clusters Score -1.656665e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 117408 members 
Entering Unmasked Estep 
Score: -16566668.000000 Penalty: 5798.763672
	Iteration 24Q: 3 clusters Score -1.656667e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 117464 members 
Entering Unmasked Estep 
Score: -16566684.000000 Penalty: 5798.763672
	Iteration 25Q: 3 clusters Score -1.656668e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 117510 members 
Entering Unmasked Estep 
Score: -16566671.000000 Penalty: 5798.763672
	Iteration 26Q: 3 clusters Score -1.656667e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -16566663.000000 Penalty: 5798.763672
	Iteration 27Q: 3 clusters Score -1.656666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 117567 members 
Entering Unmasked Estep 
Score: -16566663.000000 Penalty: 5798.763672
	Iteration 28Q: 3 clusters Score -1.656666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 117582 members 
Entering Unmasked Estep 
Score: -16566672.000000 Penalty: 5798.763672
	Iteration 29Q: 3 clusters Score -1.656667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 117591 members 
Entering Unmasked Estep 
Score: -16566675.000000 Penalty: 5798.763672
	Iteration 30Q: 3 clusters Score -1.656668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 117605 members 
Entering Unmasked Estep 
Score: -16566689.000000 Penalty: 5798.763672
	Iteration 31Q: 3 clusters Score -1.656669e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 117615 members 
Entering Unmasked Estep 
Score: -16566697.000000 Penalty: 5798.763672
	Iteration 32Q: 3 clusters Score -1.65667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 117619 members 
Entering Unmasked Estep 
Score: -16566708.000000 Penalty: 5798.763672
	Iteration 33Q: 3 clusters Score -1.656671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 117625 members 
Entering Unmasked Estep 
Score: -16566702.000000 Penalty: 5798.763672
	Iteration 34Q: 3 clusters Score -1.65667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 117634 members 
Entering Unmasked Estep 
Score: -16566686.000000 Penalty: 5798.763672
	Iteration 35Q: 3 clusters Score -1.656669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 117642 members 
Entering Unmasked Estep 
Score: -16566695.000000 Penalty: 5798.763672
	Iteration 36Q: 3 clusters Score -1.65667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 117647 members 
Entering Unmasked Estep 
Score: -16566692.000000 Penalty: 5798.763672
	Iteration 37Q: 3 clusters Score -1.656669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 117651 members 
Entering Unmasked Estep 
Score: -16566713.000000 Penalty: 5798.763672
	Iteration 38Q: 3 clusters Score -1.656671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 117657 members 
Entering Unmasked Estep 
Score: -16566713.000000 Penalty: 5798.763672
	Iteration 39Q: 3 clusters Score -1.656671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 117665 members 
Entering Unmasked Estep 
Score: -16566711.000000 Penalty: 5798.763672
	Iteration 40F: 3 clusters Score -1.656671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 117673 members 
Entering Unmasked Estep 
Score: -16566721.000000 Penalty: 5798.763672
	Iteration 41Q: 3 clusters Score -1.656672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 117678 members 
Entering Unmasked Estep 
Score: -16566700.000000 Penalty: 5798.763672
	Iteration 42Q: 3 clusters Score -1.65667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 117686 members 
Entering Unmasked Estep 
Score: -16566690.000000 Penalty: 5798.763672
	Iteration 43Q: 3 clusters Score -1.656669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 117693 members 
Entering Unmasked Estep 
Score: -16566696.000000 Penalty: 5798.763672
	Iteration 44Q: 3 clusters Score -1.65667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 117696 members 
Entering Unmasked Estep 
Score: -16566711.000000 Penalty: 5798.763672
	Iteration 45Q: 3 clusters Score -1.656671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 117701 members 
Entering Unmasked Estep 
Score: -16566711.000000 Penalty: 5798.763672
	Iteration 46Q: 3 clusters Score -1.656671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 117710 members 
Entering Unmasked Estep 
Score: -16566726.000000 Penalty: 5798.763672
	Iteration 47Q: 3 clusters Score -1.656673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 117721 members 
Entering Unmasked Estep 
Score: -16566726.000000 Penalty: 5798.763672
	Iteration 48Q: 3 clusters Score -1.656673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 117723 members 
Entering Unmasked Estep 
Score: -16566721.000000 Penalty: 5798.763672
	Iteration 49Q: 3 clusters Score -1.656672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 117728 members 
Entering Unmasked Estep 
Score: -16566723.000000 Penalty: 5798.763672
	Iteration 50Q: 3 clusters Score -1.656672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 117727 members 
Entering Unmasked Estep 
Score: -16566721.000000 Penalty: 5798.763672
	Iteration 51Q: 3 clusters Score -1.656672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 117729 members 
Entering Unmasked Estep 
Score: -16566722.000000 Penalty: 5798.763672
	Iteration 52Q: 3 clusters Score -1.656672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 117735 members 
Entering Unmasked Estep 
Score: -16566715.000000 Penalty: 5798.763672
	Iteration 53Q: 3 clusters Score -1.656672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 117734 members 
Entering Unmasked Estep 
Score: -16566713.000000 Penalty: 5798.763672
	Iteration 54Q: 3 clusters Score -1.656671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 117735 members 
Entering Unmasked Estep 
Score: -16566716.000000 Penalty: 5798.763672
	Iteration 55Q: 3 clusters Score -1.656672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 117737 members 
Entering Unmasked Estep 
Score: -16566715.000000 Penalty: 5798.763672
	Iteration 56Q: 3 clusters Score -1.656672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 117738 members 
Entering Unmasked Estep 
Score: -16566717.000000 Penalty: 5798.763672
	Iteration 57Q: 3 clusters Score -1.656672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 117737 members 
Entering Unmasked Estep 
Score: -16566714.000000 Penalty: 5798.763672
	Iteration 58Q: 3 clusters Score -1.656671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 117737 members 
Entering Unmasked Estep 
Score: -16566714.000000 Penalty: 5798.763672
	Iteration 59F: 3 clusters Score -1.656671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -312270.906250 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -312270.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -309345.843750 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -309345.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -312296.843750 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -312296.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -315088.406250 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -315088.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -318328.562500 Penalty: 3947.627686
	Iteration 3F: 3 clusters Score -318328.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -320643.937500 Penalty: 3947.627686
	Iteration 4F: 3 clusters Score -320643.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -321857.593750 Penalty: 3947.627686
	Iteration 5Q: 3 clusters Score -321857.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -322962.968750 Penalty: 3947.627686
	Iteration 6Q: 3 clusters Score -322963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -323170.500000 Penalty: 3947.627686
	Iteration 7Q: 3 clusters Score -323170.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -323369.750000 Penalty: 3947.627686
	Iteration 8Q: 3 clusters Score -323369.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -323435.156250 Penalty: 3947.627686
	Iteration 9Q: 3 clusters Score -323435.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -323490.687500 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -323490.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -323560.593750 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -323560.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -323617.093750 Penalty: 3947.627686
	Iteration 12Q: 3 clusters Score -323617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -323674.093750 Penalty: 3947.627686
	Iteration 13Q: 3 clusters Score -323674.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -323735.625000 Penalty: 3947.627686
	Iteration 14Q: 3 clusters Score -323735.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -323846.187500 Penalty: 3947.627686
	Iteration 15Q: 3 clusters Score -323846.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -323941.968750 Penalty: 3947.627686
	Iteration 16Q: 3 clusters Score -323942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -323976.562500 Penalty: 3947.627686
	Iteration 17Q: 3 clusters Score -323976.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -323989.562500 Penalty: 3947.627686
	Iteration 18Q: 3 clusters Score -323989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -323990.906250 Penalty: 3947.627686
	Iteration 19Q: 3 clusters Score -323990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -324017.593750 Penalty: 3947.627686
	Iteration 20F: 3 clusters Score -324017.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -324078.468750 Penalty: 3947.627686
	Iteration 21Q: 3 clusters Score -324078.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -324173.218750 Penalty: 3947.627686
	Iteration 22Q: 3 clusters Score -324173.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -324362.406250 Penalty: 3947.627686
	Iteration 23Q: 3 clusters Score -324362.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -324416.875000 Penalty: 3947.627686
	Iteration 24Q: 3 clusters Score -324416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -324416.875000 Penalty: 3947.627686
	Iteration 25F: 3 clusters Score -324416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 10663 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 4 contains 49831 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 121863 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 9 contains 119498 members 
Mstep: Class 10 contains 1626 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 13 contains 254730 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 7203 members 
Mstep: Class 17 contains 119253 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 25066 members 
Mstep: Class 20 contains 173795 members 
Entering Unmasked Estep 
Score: -137421552.000000 Penalty: 61735.398438
Splitting cluster 10 changes total score from -137408688.000000 to -137421552.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 11 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -366980.312500 Penalty: 1967.403809
	Iteration 0F: 2 clusters Score -366980.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -363825.750000 Penalty: 3934.807617
	Iteration 0F: 3 clusters Score -363825.8 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -364482.468750 Penalty: 3934.807617
	Iteration 1F: 3 clusters Score -364482.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -364647.687500 Penalty: 3934.807617
	Iteration 2F: 3 clusters Score -364647.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -364731.625000 Penalty: 3934.807617
	Iteration 3Q: 3 clusters Score -364731.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -364790.500000 Penalty: 3934.807617
	Iteration 4Q: 3 clusters Score -364790.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -364836.343750 Penalty: 3934.807617
	Iteration 5Q: 3 clusters Score -364836.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -364869.125000 Penalty: 3934.807617
	Iteration 6Q: 3 clusters Score -364869.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -364893.187500 Penalty: 3934.807617
	Iteration 7Q: 3 clusters Score -364893.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -364913.531250 Penalty: 3934.807617
	Iteration 8Q: 3 clusters Score -364913.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -364929.968750 Penalty: 3934.807617
	Iteration 9Q: 3 clusters Score -364930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -364941.625000 Penalty: 3934.807617
	Iteration 10Q: 3 clusters Score -364941.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -364951.156250 Penalty: 3934.807617
	Iteration 11Q: 3 clusters Score -364951.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -364958.781250 Penalty: 3934.807617
	Iteration 12Q: 3 clusters Score -364958.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -364965.187500 Penalty: 3934.807617
	Iteration 13Q: 3 clusters Score -364965.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -364971.593750 Penalty: 3934.807617
	Iteration 14Q: 3 clusters Score -364971.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -364978.781250 Penalty: 3934.807617
	Iteration 15Q: 3 clusters Score -364978.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -364984.781250 Penalty: 3934.807617
	Iteration 16Q: 3 clusters Score -364984.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -364990.343750 Penalty: 3934.807617
	Iteration 17Q: 3 clusters Score -364990.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -364999.875000 Penalty: 3934.807617
	Iteration 18Q: 3 clusters Score -364999.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -365009.250000 Penalty: 3934.807617
	Iteration 19Q: 3 clusters Score -365009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -365014.812500 Penalty: 3934.807617
	Iteration 20F: 3 clusters Score -365014.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -365022.125000 Penalty: 3934.807617
	Iteration 21Q: 3 clusters Score -365022.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -365029.281250 Penalty: 3934.807617
	Iteration 22Q: 3 clusters Score -365029.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -365035.656250 Penalty: 3934.807617
	Iteration 23Q: 3 clusters Score -365035.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -365040.906250 Penalty: 3934.807617
	Iteration 24Q: 3 clusters Score -365040.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -365048.875000 Penalty: 3934.807617
	Iteration 25Q: 3 clusters Score -365048.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -365054.093750 Penalty: 3934.807617
	Iteration 26Q: 3 clusters Score -365054.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -365059.343750 Penalty: 3934.807617
	Iteration 27Q: 3 clusters Score -365059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -365061.718750 Penalty: 3934.807617
	Iteration 28Q: 3 clusters Score -365061.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -365065.375000 Penalty: 3934.807617
	Iteration 29Q: 3 clusters Score -365065.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -365067.843750 Penalty: 3934.807617
	Iteration 30Q: 3 clusters Score -365067.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -365070.093750 Penalty: 3934.807617
	Iteration 31Q: 3 clusters Score -365070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -365071.906250 Penalty: 3934.807617
	Iteration 32Q: 3 clusters Score -365071.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -365074.656250 Penalty: 3934.807617
	Iteration 33Q: 3 clusters Score -365074.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -365078.656250 Penalty: 3934.807617
	Iteration 34Q: 3 clusters Score -365078.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -365084.625000 Penalty: 3934.807617
	Iteration 35Q: 3 clusters Score -365084.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -365089.812500 Penalty: 3934.807617
	Iteration 36Q: 3 clusters Score -365089.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -365094.562500 Penalty: 3934.807617
	Iteration 37Q: 3 clusters Score -365094.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -365096.437500 Penalty: 3934.807617
	Iteration 38Q: 3 clusters Score -365096.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -365103.843750 Penalty: 3934.807617
	Iteration 39Q: 3 clusters Score -365103.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -365114.687500 Penalty: 3934.807617
	Iteration 40F: 3 clusters Score -365114.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -365124.250000 Penalty: 3934.807617
	Iteration 41Q: 3 clusters Score -365124.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -365131.031250 Penalty: 3934.807617
	Iteration 42Q: 3 clusters Score -365131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -365136.062500 Penalty: 3934.807617
	Iteration 43Q: 3 clusters Score -365136.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -365143.687500 Penalty: 3934.807617
	Iteration 44Q: 3 clusters Score -365143.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -365151.875000 Penalty: 3934.807617
	Iteration 45Q: 3 clusters Score -365151.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -365163.062500 Penalty: 3934.807617
	Iteration 46Q: 3 clusters Score -365163.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -365175.500000 Penalty: 3934.807617
	Iteration 47Q: 3 clusters Score -365175.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -365185.031250 Penalty: 3934.807617
	Iteration 48Q: 3 clusters Score -365185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -365191.718750 Penalty: 3934.807617
	Iteration 49Q: 3 clusters Score -365191.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -365202.968750 Penalty: 3934.807617
	Iteration 50Q: 3 clusters Score -365203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -365217.656250 Penalty: 3934.807617
	Iteration 51Q: 3 clusters Score -365217.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -365227.468750 Penalty: 3934.807617
	Iteration 52Q: 3 clusters Score -365227.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -365239.718750 Penalty: 3934.807617
	Iteration 53Q: 3 clusters Score -365239.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -365246.937500 Penalty: 3934.807617
	Iteration 54Q: 3 clusters Score -365246.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -365249.625000 Penalty: 3934.807617
	Iteration 55Q: 3 clusters Score -365249.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -365251.625000 Penalty: 3934.807617
	Iteration 56Q: 3 clusters Score -365251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -365254.250000 Penalty: 3934.807617
	Iteration 57Q: 3 clusters Score -365254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -365258.812500 Penalty: 3934.807617
	Iteration 58Q: 3 clusters Score -365258.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -365263.562500 Penalty: 3934.807617
	Iteration 59Q: 3 clusters Score -365263.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -365272.750000 Penalty: 3934.807617
	Iteration 60F: 3 clusters Score -365272.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -365285.968750 Penalty: 3934.807617
	Iteration 61Q: 3 clusters Score -365286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -365291.625000 Penalty: 3934.807617
	Iteration 62Q: 3 clusters Score -365291.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -365297.531250 Penalty: 3934.807617
	Iteration 63Q: 3 clusters Score -365297.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -365304.468750 Penalty: 3934.807617
	Iteration 64Q: 3 clusters Score -365304.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -365312.031250 Penalty: 3934.807617
	Iteration 65Q: 3 clusters Score -365312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -365323.281250 Penalty: 3934.807617
	Iteration 66Q: 3 clusters Score -365323.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -365330.750000 Penalty: 3934.807617
	Iteration 67Q: 3 clusters Score -365330.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -365337.187500 Penalty: 3934.807617
	Iteration 68Q: 3 clusters Score -365337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -365340.718750 Penalty: 3934.807617
	Iteration 69Q: 3 clusters Score -365340.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -365345.312500 Penalty: 3934.807617
	Iteration 70Q: 3 clusters Score -365345.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -365350.000000 Penalty: 3934.807617
	Iteration 71Q: 3 clusters Score -365350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -365354.031250 Penalty: 3934.807617
	Iteration 72Q: 3 clusters Score -365354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -365355.593750 Penalty: 3934.807617
	Iteration 73Q: 3 clusters Score -365355.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -365357.437500 Penalty: 3934.807617
	Iteration 74Q: 3 clusters Score -365357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -365358.562500 Penalty: 3934.807617
	Iteration 75Q: 3 clusters Score -365358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -365359.000000 Penalty: 3934.807617
	Iteration 76Q: 3 clusters Score -365359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -365359.000000 Penalty: 3934.807617
	Iteration 77F: 3 clusters Score -365359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (254730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254730 members 
Entering Unmasked Estep 
Score: -35024740.000000 Penalty: 3087.093994
	Iteration 0F: 2 clusters Score -3.502474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127669 members 
Mstep: Class 2 contains 127061 members 
Entering Unmasked Estep 
Score: -34872032.000000 Penalty: 6174.187988
	Iteration 0F: 3 clusters Score -3.487203e+07 nChanged 122858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130889 members 
Mstep: Class 2 contains 123841 members 
Entering Unmasked Estep 
Score: -34943980.000000 Penalty: 6174.187988
	Iteration 1F: 3 clusters Score -3.494398e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133271 members 
Mstep: Class 2 contains 121459 members 
Entering Unmasked Estep 
Score: -34945784.000000 Penalty: 6174.187988
	Iteration 2Q: 3 clusters Score -3.494578e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137152 members 
Mstep: Class 2 contains 117578 members 
Entering Unmasked Estep 
Score: -34948268.000000 Penalty: 6174.187988
	Iteration 3Q: 3 clusters Score -3.494827e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143363 members 
Mstep: Class 2 contains 111367 members 
Entering Unmasked Estep 
Score: -34952172.000000 Penalty: 6174.187988
	Iteration 4Q: 3 clusters Score -3.495217e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152786 members 
Mstep: Class 2 contains 101944 members 
Entering Unmasked Estep 
Score: -34958484.000000 Penalty: 6174.187988
	Iteration 5F: 3 clusters Score -3.495848e+07 nChanged 16342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166408 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -34968312.000000 Penalty: 6174.187988
	Iteration 6F: 3 clusters Score -3.496831e+07 nChanged 18942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183518 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -34980452.000000 Penalty: 6174.187988
	Iteration 7F: 3 clusters Score -3.498045e+07 nChanged 19314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201668 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -34992784.000000 Penalty: 6174.187988
	Iteration 8F: 3 clusters Score -3.499278e+07 nChanged 16330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217190 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -35002796.000000 Penalty: 6174.187988
	Iteration 9F: 3 clusters Score -3.50028e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228305 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -35009380.000000 Penalty: 6174.187988
	Iteration 10Q: 3 clusters Score -3.500938e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235823 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -35013976.000000 Penalty: 6174.187988
	Iteration 11Q: 3 clusters Score -3.501398e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241044 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -35016428.000000 Penalty: 6174.187988
	Iteration 12Q: 3 clusters Score -3.501643e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244760 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -35018460.000000 Penalty: 6174.187988
	Iteration 13Q: 3 clusters Score -3.501846e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247461 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -35019784.000000 Penalty: 6174.187988
	Iteration 14Q: 3 clusters Score -3.501978e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249391 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -35020596.000000 Penalty: 6174.187988
	Iteration 15Q: 3 clusters Score -3.50206e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250708 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -35021132.000000 Penalty: 6174.187988
	Iteration 16Q: 3 clusters Score -3.502113e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251631 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -35021504.000000 Penalty: 6174.187988
	Iteration 17Q: 3 clusters Score -3.50215e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252281 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -35021628.000000 Penalty: 6174.187988
	Iteration 18Q: 3 clusters Score -3.502163e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252768 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -35021760.000000 Penalty: 6174.187988
	Iteration 19Q: 3 clusters Score -3.502176e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253109 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -35021840.000000 Penalty: 6174.187988
	Iteration 20F: 3 clusters Score -3.502184e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253375 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -35021964.000000 Penalty: 6174.187988
	Iteration 21Q: 3 clusters Score -3.502196e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253568 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -35022032.000000 Penalty: 6174.187988
	Iteration 22Q: 3 clusters Score -3.502203e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253693 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -35022092.000000 Penalty: 6174.187988
	Iteration 23Q: 3 clusters Score -3.502209e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253779 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -35022072.000000 Penalty: 6174.187988
	Iteration 24Q: 3 clusters Score -3.502207e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253846 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -35022092.000000 Penalty: 6174.187988
	Iteration 25Q: 3 clusters Score -3.502209e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253891 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -35022184.000000 Penalty: 6174.187988
	Iteration 26Q: 3 clusters Score -3.502218e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253937 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -35022204.000000 Penalty: 6174.187988
	Iteration 27Q: 3 clusters Score -3.50222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253968 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -35022200.000000 Penalty: 6174.187988
	Iteration 28Q: 3 clusters Score -3.50222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253983 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -35022208.000000 Penalty: 6174.187988
	Iteration 29Q: 3 clusters Score -3.502221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253997 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -35022200.000000 Penalty: 6174.187988
	Iteration 30Q: 3 clusters Score -3.50222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254002 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -35022212.000000 Penalty: 6174.187988
	Iteration 31Q: 3 clusters Score -3.502221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254011 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -35022220.000000 Penalty: 6174.187988
	Iteration 32Q: 3 clusters Score -3.502222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254019 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -35022220.000000 Penalty: 6174.187988
	Iteration 33Q: 3 clusters Score -3.502222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254028 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -35022236.000000 Penalty: 6174.187988
	Iteration 34Q: 3 clusters Score -3.502224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254040 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -35022244.000000 Penalty: 6174.187988
	Iteration 35Q: 3 clusters Score -3.502224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254046 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -35022252.000000 Penalty: 6174.187988
	Iteration 36Q: 3 clusters Score -3.502225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254054 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -35022252.000000 Penalty: 6174.187988
	Iteration 37Q: 3 clusters Score -3.502225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254066 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -35022248.000000 Penalty: 6174.187988
	Iteration 38Q: 3 clusters Score -3.502225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254076 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -35022236.000000 Penalty: 6174.187988
	Iteration 39Q: 3 clusters Score -3.502224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254084 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -35022244.000000 Penalty: 6174.187988
	Iteration 40F: 3 clusters Score -3.502224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254090 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -35022248.000000 Penalty: 6174.187988
	Iteration 41Q: 3 clusters Score -3.502225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254094 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -35022272.000000 Penalty: 6174.187988
	Iteration 42Q: 3 clusters Score -3.502227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254104 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -35022272.000000 Penalty: 6174.187988
	Iteration 43Q: 3 clusters Score -3.502227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254113 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -35022268.000000 Penalty: 6174.187988
	Iteration 44Q: 3 clusters Score -3.502227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254120 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -35022284.000000 Penalty: 6174.187988
	Iteration 45Q: 3 clusters Score -3.502228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254128 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -35022276.000000 Penalty: 6174.187988
	Iteration 46Q: 3 clusters Score -3.502228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254138 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -35022256.000000 Penalty: 6174.187988
	Iteration 47Q: 3 clusters Score -3.502226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254145 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -35022268.000000 Penalty: 6174.187988
	Iteration 48Q: 3 clusters Score -3.502227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254151 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -35022276.000000 Penalty: 6174.187988
	Iteration 49Q: 3 clusters Score -3.502228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254155 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -35022280.000000 Penalty: 6174.187988
	Iteration 50Q: 3 clusters Score -3.502228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254156 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -35022272.000000 Penalty: 6174.187988
	Iteration 51Q: 3 clusters Score -3.502227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254157 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -35022284.000000 Penalty: 6174.187988
	Iteration 52Q: 3 clusters Score -3.502228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254160 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -35022284.000000 Penalty: 6174.187988
	Iteration 53Q: 3 clusters Score -3.502228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254165 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -35022292.000000 Penalty: 6174.187988
	Iteration 54Q: 3 clusters Score -3.502229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254172 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -35022296.000000 Penalty: 6174.187988
	Iteration 55Q: 3 clusters Score -3.50223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254177 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -35022268.000000 Penalty: 6174.187988
	Iteration 56Q: 3 clusters Score -3.502227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254183 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -35022268.000000 Penalty: 6174.187988
	Iteration 57Q: 3 clusters Score -3.502227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254188 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35022240.000000 Penalty: 6174.187988
	Iteration 58Q: 3 clusters Score -3.502224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254190 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35022256.000000 Penalty: 6174.187988
	Iteration 59Q: 3 clusters Score -3.502226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254193 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -35022288.000000 Penalty: 6174.187988
	Iteration 60F: 3 clusters Score -3.502229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254195 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -35022264.000000 Penalty: 6174.187988
	Iteration 61Q: 3 clusters Score -3.502226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254198 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -35022272.000000 Penalty: 6174.187988
	Iteration 62Q: 3 clusters Score -3.502227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254201 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -35022284.000000 Penalty: 6174.187988
	Iteration 63Q: 3 clusters Score -3.502228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254203 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -35022268.000000 Penalty: 6174.187988
	Iteration 64Q: 3 clusters Score -3.502227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254206 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -35022264.000000 Penalty: 6174.187988
	Iteration 65Q: 3 clusters Score -3.502226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254209 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -35022248.000000 Penalty: 6174.187988
	Iteration 66Q: 3 clusters Score -3.502225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254207 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -35022264.000000 Penalty: 6174.187988
	Iteration 67Q: 3 clusters Score -3.502226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254207 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -35022268.000000 Penalty: 6174.187988
	Iteration 68Q: 3 clusters Score -3.502227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254209 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -35022256.000000 Penalty: 6174.187988
	Iteration 69Q: 3 clusters Score -3.502226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254212 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -35022264.000000 Penalty: 6174.187988
	Iteration 70Q: 3 clusters Score -3.502226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254213 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -35022268.000000 Penalty: 6174.187988
	Iteration 71Q: 3 clusters Score -3.502227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254216 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -35022280.000000 Penalty: 6174.187988
	Iteration 72Q: 3 clusters Score -3.502228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254216 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -35022264.000000 Penalty: 6174.187988
	Iteration 73Q: 3 clusters Score -3.502226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254220 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -35022296.000000 Penalty: 6174.187988
	Iteration 74Q: 3 clusters Score -3.50223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254222 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -35022300.000000 Penalty: 6174.187988
	Iteration 75Q: 3 clusters Score -3.50223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254222 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -35022300.000000 Penalty: 6174.187988
	Iteration 76F: 3 clusters Score -3.50223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -167030.640625 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -167030.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -164901.578125 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -164901.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -165213.625000 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -165213.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -165305.203125 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -165305.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -165394.843750 Penalty: 3549.463623
	Iteration 3Q: 3 clusters Score -165394.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -165501.031250 Penalty: 3549.463623
	Iteration 4Q: 3 clusters Score -165501 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -165741.000000 Penalty: 3549.463623
	Iteration 5Q: 3 clusters Score -165741 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -166098.015625 Penalty: 3549.463623
	Iteration 6F: 3 clusters Score -166098 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -166807.265625 Penalty: 3549.463623
	Iteration 7F: 3 clusters Score -166807.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -167248.359375 Penalty: 3549.463623
	Iteration 8F: 3 clusters Score -167248.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -167556.578125 Penalty: 3549.463623
	Iteration 9F: 3 clusters Score -167556.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -167679.218750 Penalty: 3549.463623
	Iteration 10Q: 3 clusters Score -167679.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -167713.890625 Penalty: 3549.463623
	Iteration 11Q: 3 clusters Score -167713.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -167764.046875 Penalty: 3549.463623
	Iteration 12Q: 3 clusters Score -167764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -167777.796875 Penalty: 3549.463623
	Iteration 13Q: 3 clusters Score -167777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -167795.781250 Penalty: 3549.463623
	Iteration 14Q: 3 clusters Score -167795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -167806.984375 Penalty: 3549.463623
	Iteration 15Q: 3 clusters Score -167807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -167810.890625 Penalty: 3549.463623
	Iteration 16Q: 3 clusters Score -167810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -167810.890625 Penalty: 3549.463623
	Iteration 17F: 3 clusters Score -167810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 10663 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 4 contains 49831 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 121863 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 119498 members 
Mstep: Class 10 contains 1626 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 13 contains 254730 members 
Mstep: Class 14 contains 1161 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 7203 members 
Mstep: Class 17 contains 119253 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 25066 members 
Mstep: Class 20 contains 173795 members 
Entering Unmasked Estep 
Score: -137420800.000000 Penalty: 65165.144531
Splitting cluster 14 changes total score from -137408688.000000 to -137420800.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 15 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -157993.250000 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -157993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -155914.859375 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -155914.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -156200.406250 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -156200.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156289.796875 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -156289.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -156338.203125 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -156338.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156368.421875 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -156368.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -156387.046875 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -156387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -156396.218750 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -156396.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -156406.812500 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -156406.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156421.500000 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -156421.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156431.781250 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -156431.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -156442.406250 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -156442.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -156452.718750 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -156452.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156476.765625 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -156476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -156505.328125 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -156505.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -156531.437500 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -156531.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -156549.484375 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -156549.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -156570.531250 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -156570.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -156601.046875 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -156601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -156619.234375 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -156619.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -156657.187500 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -156657.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -156677.250000 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -156677.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -156709.937500 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -156709.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -156728.281250 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -156728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -156741.515625 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -156741.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -156758.281250 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -156758.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -156777.421875 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -156777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -156785.078125 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -156785.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -156789.078125 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -156789.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -156800.218750 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -156800.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -156806.687500 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -156806.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -156817.500000 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -156817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156823.734375 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -156823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -156828.812500 Penalty: 3506.657715
	Iteration 32Q: 3 clusters Score -156828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156832.031250 Penalty: 3506.657715
	Iteration 33Q: 3 clusters Score -156832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -156835.125000 Penalty: 3506.657715
	Iteration 34Q: 3 clusters Score -156835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -156838.687500 Penalty: 3506.657715
	Iteration 35Q: 3 clusters Score -156838.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -156838.687500 Penalty: 3506.657715
	Iteration 36F: 3 clusters Score -156838.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Entering Unmasked Estep 
Score: -941690.500000 Penalty: 2202.798584
	Iteration 0F: 2 clusters Score -941690.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -935801.687500 Penalty: 4405.597168
	Iteration 0F: 3 clusters Score -935801.7 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -937690.312500 Penalty: 4405.597168
	Iteration 1F: 3 clusters Score -937690.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -938293.437500 Penalty: 4405.597168
	Iteration 2F: 3 clusters Score -938293.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -939113.562500 Penalty: 4405.597168
	Iteration 3F: 3 clusters Score -939113.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -940554.375000 Penalty: 4405.597168
	Iteration 4F: 3 clusters Score -940554.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -941793.750000 Penalty: 4405.597168
	Iteration 5F: 3 clusters Score -941793.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -942517.437500 Penalty: 4405.597168
	Iteration 6F: 3 clusters Score -942517.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -942903.000000 Penalty: 4405.597168
	Iteration 7Q: 3 clusters Score -942903 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -943113.500000 Penalty: 4405.597168
	Iteration 8Q: 3 clusters Score -943113.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -943228.687500 Penalty: 4405.597168
	Iteration 9Q: 3 clusters Score -943228.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -943299.875000 Penalty: 4405.597168
	Iteration 10Q: 3 clusters Score -943299.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -943357.812500 Penalty: 4405.597168
	Iteration 11Q: 3 clusters Score -943357.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -943396.312500 Penalty: 4405.597168
	Iteration 12Q: 3 clusters Score -943396.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -943436.437500 Penalty: 4405.597168
	Iteration 13Q: 3 clusters Score -943436.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -943474.187500 Penalty: 4405.597168
	Iteration 14Q: 3 clusters Score -943474.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -943497.625000 Penalty: 4405.597168
	Iteration 15Q: 3 clusters Score -943497.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -943514.875000 Penalty: 4405.597168
	Iteration 16Q: 3 clusters Score -943514.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -943525.000000 Penalty: 4405.597168
	Iteration 17Q: 3 clusters Score -943525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -943532.312500 Penalty: 4405.597168
	Iteration 18Q: 3 clusters Score -943532.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -943537.437500 Penalty: 4405.597168
	Iteration 19Q: 3 clusters Score -943537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -943544.062500 Penalty: 4405.597168
	Iteration 20F: 3 clusters Score -943544.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -943549.687500 Penalty: 4405.597168
	Iteration 21Q: 3 clusters Score -943549.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -943552.750000 Penalty: 4405.597168
	Iteration 22Q: 3 clusters Score -943552.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -943555.125000 Penalty: 4405.597168
	Iteration 23Q: 3 clusters Score -943555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -943555.375000 Penalty: 4405.597168
	Iteration 24Q: 3 clusters Score -943555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -943557.250000 Penalty: 4405.597168
	Iteration 25Q: 3 clusters Score -943557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -943557.250000 Penalty: 4405.597168
	Iteration 26F: 3 clusters Score -943557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 10663 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 4 contains 49831 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 121863 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 119498 members 
Mstep: Class 10 contains 1626 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 254730 members 
Mstep: Class 14 contains 1161 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 119253 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 25066 members 
Mstep: Class 20 contains 173795 members 
Entering Unmasked Estep 
Score: -137421712.000000 Penalty: 68594.890625
Splitting cluster 16 changes total score from -137408688.000000 to -137421712.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 17 (119253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119253 members 
Entering Unmasked Estep 
Score: -16498158.000000 Penalty: 2898.872803
	Iteration 0F: 2 clusters Score -1.649816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -16418336.000000 Penalty: 5797.745605
	Iteration 0F: 3 clusters Score -1.641834e+07 nChanged 56706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -16451706.000000 Penalty: 5797.745605
	Iteration 1F: 3 clusters Score -1.645171e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -16453896.000000 Penalty: 5797.745605
	Iteration 2Q: 3 clusters Score -1.64539e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -16458255.000000 Penalty: 5797.745605
	Iteration 3F: 3 clusters Score -1.645826e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -16466113.000000 Penalty: 5797.745605
	Iteration 4F: 3 clusters Score -1.646611e+07 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -16477217.000000 Penalty: 5797.745605
	Iteration 5F: 3 clusters Score -1.647722e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110224 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -16487417.000000 Penalty: 5797.745605
	Iteration 6F: 3 clusters Score -1.648742e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115635 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -16492795.000000 Penalty: 5797.745605
	Iteration 7Q: 3 clusters Score -1.64928e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117716 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -16494675.000000 Penalty: 5797.745605
	Iteration 8Q: 3 clusters Score -1.649468e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118411 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16495239.000000 Penalty: 5797.745605
	Iteration 9Q: 3 clusters Score -1.649524e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118634 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -16495511.000000 Penalty: 5797.745605
	Iteration 10Q: 3 clusters Score -1.649551e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -16495624.000000 Penalty: 5797.745605
	Iteration 11Q: 3 clusters Score -1.649562e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118746 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -16495668.000000 Penalty: 5797.745605
	Iteration 12Q: 3 clusters Score -1.649567e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -16495718.000000 Penalty: 5797.745605
	Iteration 13Q: 3 clusters Score -1.649572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118762 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -16495745.000000 Penalty: 5797.745605
	Iteration 14Q: 3 clusters Score -1.649574e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118763 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -16495757.000000 Penalty: 5797.745605
	Iteration 15Q: 3 clusters Score -1.649576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118769 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -16495767.000000 Penalty: 5797.745605
	Iteration 16Q: 3 clusters Score -1.649577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -16495773.000000 Penalty: 5797.745605
	Iteration 17Q: 3 clusters Score -1.649577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -16495799.000000 Penalty: 5797.745605
	Iteration 18Q: 3 clusters Score -1.64958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118772 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -16495795.000000 Penalty: 5797.745605
	Iteration 19Q: 3 clusters Score -1.64958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118771 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -16495801.000000 Penalty: 5797.745605
	Iteration 20F: 3 clusters Score -1.64958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118775 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16495808.000000 Penalty: 5797.745605
	Iteration 21Q: 3 clusters Score -1.649581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -16495809.000000 Penalty: 5797.745605
	Iteration 22Q: 3 clusters Score -1.649581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118779 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16495807.000000 Penalty: 5797.745605
	Iteration 23Q: 3 clusters Score -1.649581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118782 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -16495797.000000 Penalty: 5797.745605
	Iteration 24Q: 3 clusters Score -1.64958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118785 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -16495805.000000 Penalty: 5797.745605
	Iteration 25Q: 3 clusters Score -1.64958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -16495835.000000 Penalty: 5797.745605
	Iteration 26Q: 3 clusters Score -1.649584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -16495846.000000 Penalty: 5797.745605
	Iteration 27Q: 3 clusters Score -1.649585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118783 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -16495855.000000 Penalty: 5797.745605
	Iteration 28Q: 3 clusters Score -1.649586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -16495874.000000 Penalty: 5797.745605
	Iteration 29Q: 3 clusters Score -1.649587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -16495867.000000 Penalty: 5797.745605
	Iteration 30Q: 3 clusters Score -1.649587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118785 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -16495882.000000 Penalty: 5797.745605
	Iteration 31Q: 3 clusters Score -1.649588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118788 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16495885.000000 Penalty: 5797.745605
	Iteration 32Q: 3 clusters Score -1.649588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -16495888.000000 Penalty: 5797.745605
	Iteration 33Q: 3 clusters Score -1.649589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118793 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16495901.000000 Penalty: 5797.745605
	Iteration 34Q: 3 clusters Score -1.64959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118793 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16495911.000000 Penalty: 5797.745605
	Iteration 35Q: 3 clusters Score -1.649591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -16495920.000000 Penalty: 5797.745605
	Iteration 36Q: 3 clusters Score -1.649592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -16495920.000000 Penalty: 5797.745605
	Iteration 37F: 3 clusters Score -1.649592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Entering Unmasked Estep 
Score: -1553732.250000 Penalty: 2310.737305
	Iteration 0F: 2 clusters Score -1553732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1545391.500000 Penalty: 4621.474609
	Iteration 0F: 3 clusters Score -1545392 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1547836.000000 Penalty: 4621.474609
	Iteration 1F: 3 clusters Score -1547836 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1548108.000000 Penalty: 4621.474609
	Iteration 2F: 3 clusters Score -1548108 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1548288.500000 Penalty: 4621.474609
	Iteration 3Q: 3 clusters Score -1548288 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1548411.500000 Penalty: 4621.474609
	Iteration 4Q: 3 clusters Score -1548412 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1548513.250000 Penalty: 4621.474609
	Iteration 5Q: 3 clusters Score -1548513 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1548582.500000 Penalty: 4621.474609
	Iteration 6Q: 3 clusters Score -1548582 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1548649.875000 Penalty: 4621.474609
	Iteration 7Q: 3 clusters Score -1548650 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1548705.375000 Penalty: 4621.474609
	Iteration 8Q: 3 clusters Score -1548705 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1548771.250000 Penalty: 4621.474609
	Iteration 9Q: 3 clusters Score -1548771 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1548834.750000 Penalty: 4621.474609
	Iteration 10Q: 3 clusters Score -1548835 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1548919.125000 Penalty: 4621.474609
	Iteration 11Q: 3 clusters Score -1548919 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1549015.250000 Penalty: 4621.474609
	Iteration 12Q: 3 clusters Score -1549015 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1549136.375000 Penalty: 4621.474609
	Iteration 13Q: 3 clusters Score -1549136 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1549281.500000 Penalty: 4621.474609
	Iteration 14Q: 3 clusters Score -1549282 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1549445.375000 Penalty: 4621.474609
	Iteration 15Q: 3 clusters Score -1549445 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1549631.625000 Penalty: 4621.474609
	Iteration 16Q: 3 clusters Score -1549632 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1549833.625000 Penalty: 4621.474609
	Iteration 17Q: 3 clusters Score -1549834 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1550073.125000 Penalty: 4621.474609
	Iteration 18Q: 3 clusters Score -1550073 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1550311.250000 Penalty: 4621.474609
	Iteration 19Q: 3 clusters Score -1550311 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1550552.375000 Penalty: 4621.474609
	Iteration 20F: 3 clusters Score -1550552 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1550788.000000 Penalty: 4621.474609
	Iteration 21Q: 3 clusters Score -1550788 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1550973.125000 Penalty: 4621.474609
	Iteration 22Q: 3 clusters Score -1550973 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1551109.625000 Penalty: 4621.474609
	Iteration 23Q: 3 clusters Score -1551110 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1551211.125000 Penalty: 4621.474609
	Iteration 24Q: 3 clusters Score -1551211 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1551300.375000 Penalty: 4621.474609
	Iteration 25Q: 3 clusters Score -1551300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1551366.750000 Penalty: 4621.474609
	Iteration 26Q: 3 clusters Score -1551367 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1551424.125000 Penalty: 4621.474609
	Iteration 27Q: 3 clusters Score -1551424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1551464.500000 Penalty: 4621.474609
	Iteration 28Q: 3 clusters Score -1551464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1551506.625000 Penalty: 4621.474609
	Iteration 29Q: 3 clusters Score -1551507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1551539.625000 Penalty: 4621.474609
	Iteration 30Q: 3 clusters Score -1551540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1551581.375000 Penalty: 4621.474609
	Iteration 31Q: 3 clusters Score -1551581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1551613.625000 Penalty: 4621.474609
	Iteration 32Q: 3 clusters Score -1551614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1551647.625000 Penalty: 4621.474609
	Iteration 33Q: 3 clusters Score -1551648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1551668.000000 Penalty: 4621.474609
	Iteration 34Q: 3 clusters Score -1551668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1551696.375000 Penalty: 4621.474609
	Iteration 35Q: 3 clusters Score -1551696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1551718.625000 Penalty: 4621.474609
	Iteration 36Q: 3 clusters Score -1551719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1551731.750000 Penalty: 4621.474609
	Iteration 37Q: 3 clusters Score -1551732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1551741.250000 Penalty: 4621.474609
	Iteration 38Q: 3 clusters Score -1551741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1551750.500000 Penalty: 4621.474609
	Iteration 39Q: 3 clusters Score -1551750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1551762.000000 Penalty: 4621.474609
	Iteration 40F: 3 clusters Score -1551762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1551767.875000 Penalty: 4621.474609
	Iteration 41Q: 3 clusters Score -1551768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1551772.750000 Penalty: 4621.474609
	Iteration 42Q: 3 clusters Score -1551773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1551779.375000 Penalty: 4621.474609
	Iteration 43Q: 3 clusters Score -1551779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1551781.625000 Penalty: 4621.474609
	Iteration 44Q: 3 clusters Score -1551782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1551784.375000 Penalty: 4621.474609
	Iteration 45Q: 3 clusters Score -1551784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1551785.000000 Penalty: 4621.474609
	Iteration 46Q: 3 clusters Score -1551785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1551785.625000 Penalty: 4621.474609
	Iteration 47Q: 3 clusters Score -1551786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1551791.125000 Penalty: 4621.474609
	Iteration 48Q: 3 clusters Score -1551791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1551791.375000 Penalty: 4621.474609
	Iteration 49Q: 3 clusters Score -1551791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1551793.375000 Penalty: 4621.474609
	Iteration 50Q: 3 clusters Score -1551793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1551795.500000 Penalty: 4621.474609
	Iteration 51Q: 3 clusters Score -1551796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1551798.875000 Penalty: 4621.474609
	Iteration 52Q: 3 clusters Score -1551799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1551799.125000 Penalty: 4621.474609
	Iteration 53Q: 3 clusters Score -1551799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1551798.875000 Penalty: 4621.474609
	Iteration 54Q: 3 clusters Score -1551799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1551798.250000 Penalty: 4621.474609
	Iteration 55Q: 3 clusters Score -1551798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1551798.250000 Penalty: 4621.474609
	Iteration 56F: 3 clusters Score -1551798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Entering Unmasked Estep 
Score: -3520330.500000 Penalty: 2512.058350
	Iteration 0F: 2 clusters Score -3520330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3502932.000000 Penalty: 5024.116699
	Iteration 0F: 3 clusters Score -3502932 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3508915.250000 Penalty: 5024.116699
	Iteration 1F: 3 clusters Score -3508915 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3509329.750000 Penalty: 5024.116699
	Iteration 2F: 3 clusters Score -3509330 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3509708.000000 Penalty: 5024.116699
	Iteration 3Q: 3 clusters Score -3509708 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3510026.000000 Penalty: 5024.116699
	Iteration 4Q: 3 clusters Score -3510026 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3510359.000000 Penalty: 5024.116699
	Iteration 5Q: 3 clusters Score -3510359 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3510700.750000 Penalty: 5024.116699
	Iteration 6Q: 3 clusters Score -3510701 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3511142.250000 Penalty: 5024.116699
	Iteration 7Q: 3 clusters Score -3511142 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3511734.000000 Penalty: 5024.116699
	Iteration 8Q: 3 clusters Score -3511734 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3512586.750000 Penalty: 5024.116699
	Iteration 9F: 3 clusters Score -3512587 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3513646.250000 Penalty: 5024.116699
	Iteration 10F: 3 clusters Score -3513646 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -3514820.500000 Penalty: 5024.116699
	Iteration 11F: 3 clusters Score -3514820 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3515827.500000 Penalty: 5024.116699
	Iteration 12Q: 3 clusters Score -3515828 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -3516444.500000 Penalty: 5024.116699
	Iteration 13Q: 3 clusters Score -3516444 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3516872.500000 Penalty: 5024.116699
	Iteration 14Q: 3 clusters Score -3516872 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3517143.250000 Penalty: 5024.116699
	Iteration 15Q: 3 clusters Score -3517143 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3517288.000000 Penalty: 5024.116699
	Iteration 16Q: 3 clusters Score -3517288 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -3517413.000000 Penalty: 5024.116699
	Iteration 17Q: 3 clusters Score -3517413 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3517519.500000 Penalty: 5024.116699
	Iteration 18Q: 3 clusters Score -3517520 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3517577.750000 Penalty: 5024.116699
	Iteration 19Q: 3 clusters Score -3517578 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3517613.000000 Penalty: 5024.116699
	Iteration 20F: 3 clusters Score -3517613 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3517665.750000 Penalty: 5024.116699
	Iteration 21Q: 3 clusters Score -3517666 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3517698.250000 Penalty: 5024.116699
	Iteration 22Q: 3 clusters Score -3517698 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3517735.000000 Penalty: 5024.116699
	Iteration 23Q: 3 clusters Score -3517735 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3517758.500000 Penalty: 5024.116699
	Iteration 24Q: 3 clusters Score -3517758 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3517796.500000 Penalty: 5024.116699
	Iteration 25Q: 3 clusters Score -3517796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3517811.500000 Penalty: 5024.116699
	Iteration 26Q: 3 clusters Score -3517812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3517836.250000 Penalty: 5024.116699
	Iteration 27Q: 3 clusters Score -3517836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3517855.250000 Penalty: 5024.116699
	Iteration 28Q: 3 clusters Score -3517855 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3517875.500000 Penalty: 5024.116699
	Iteration 29Q: 3 clusters Score -3517876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3517878.750000 Penalty: 5024.116699
	Iteration 30Q: 3 clusters Score -3517879 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3517896.750000 Penalty: 5024.116699
	Iteration 31Q: 3 clusters Score -3517897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3517906.250000 Penalty: 5024.116699
	Iteration 32Q: 3 clusters Score -3517906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3517919.750000 Penalty: 5024.116699
	Iteration 33Q: 3 clusters Score -3517920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3517931.500000 Penalty: 5024.116699
	Iteration 34Q: 3 clusters Score -3517932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3517931.500000 Penalty: 5024.116699
	Iteration 35Q: 3 clusters Score -3517932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3517940.000000 Penalty: 5024.116699
	Iteration 36Q: 3 clusters Score -3517940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3517952.000000 Penalty: 5024.116699
	Iteration 37Q: 3 clusters Score -3517952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3517954.750000 Penalty: 5024.116699
	Iteration 38Q: 3 clusters Score -3517955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3517962.250000 Penalty: 5024.116699
	Iteration 39Q: 3 clusters Score -3517962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3517962.000000 Penalty: 5024.116699
	Iteration 40F: 3 clusters Score -3517962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3517973.250000 Penalty: 5024.116699
	Iteration 41Q: 3 clusters Score -3517973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3517977.500000 Penalty: 5024.116699
	Iteration 42Q: 3 clusters Score -3517978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3517984.000000 Penalty: 5024.116699
	Iteration 43Q: 3 clusters Score -3517984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3517980.500000 Penalty: 5024.116699
	Iteration 44Q: 3 clusters Score -3517980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3517984.250000 Penalty: 5024.116699
	Iteration 45Q: 3 clusters Score -3517984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3517986.500000 Penalty: 5024.116699
	Iteration 46Q: 3 clusters Score -3517986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3517986.000000 Penalty: 5024.116699
	Iteration 47Q: 3 clusters Score -3517986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3517992.750000 Penalty: 5024.116699
	Iteration 48Q: 3 clusters Score -3517993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3518006.500000 Penalty: 5024.116699
	Iteration 49Q: 3 clusters Score -3518006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3518002.500000 Penalty: 5024.116699
	Iteration 50Q: 3 clusters Score -3518002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3518007.500000 Penalty: 5024.116699
	Iteration 51Q: 3 clusters Score -3518008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3518005.000000 Penalty: 5024.116699
	Iteration 52Q: 3 clusters Score -3518005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3518009.750000 Penalty: 5024.116699
	Iteration 53Q: 3 clusters Score -3518010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -3518017.250000 Penalty: 5024.116699
	Iteration 54Q: 3 clusters Score -3518017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3518022.750000 Penalty: 5024.116699
	Iteration 55Q: 3 clusters Score -3518023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3518029.000000 Penalty: 5024.116699
	Iteration 56Q: 3 clusters Score -3518029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3518034.750000 Penalty: 5024.116699
	Iteration 57Q: 3 clusters Score -3518035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3518038.750000 Penalty: 5024.116699
	Iteration 58Q: 3 clusters Score -3518039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3518043.000000 Penalty: 5024.116699
	Iteration 59Q: 3 clusters Score -3518043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3518045.500000 Penalty: 5024.116699
	Iteration 60F: 3 clusters Score -3518046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3518043.500000 Penalty: 5024.116699
	Iteration 61Q: 3 clusters Score -3518044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3518041.750000 Penalty: 5024.116699
	Iteration 62Q: 3 clusters Score -3518042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3518041.500000 Penalty: 5024.116699
	Iteration 63Q: 3 clusters Score -3518042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3518042.750000 Penalty: 5024.116699
	Iteration 64Q: 3 clusters Score -3518043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3518049.000000 Penalty: 5024.116699
	Iteration 65Q: 3 clusters Score -3518049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3518054.750000 Penalty: 5024.116699
	Iteration 66Q: 3 clusters Score -3518055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -3518058.000000 Penalty: 5024.116699
	Iteration 67Q: 3 clusters Score -3518058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3518058.250000 Penalty: 5024.116699
	Iteration 68Q: 3 clusters Score -3518058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3518064.000000 Penalty: 5024.116699
	Iteration 69Q: 3 clusters Score -3518064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3518067.250000 Penalty: 5024.116699
	Iteration 70Q: 3 clusters Score -3518067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3518071.250000 Penalty: 5024.116699
	Iteration 71Q: 3 clusters Score -3518071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3518077.250000 Penalty: 5024.116699
	Iteration 72Q: 3 clusters Score -3518077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3518078.500000 Penalty: 5024.116699
	Iteration 73Q: 3 clusters Score -3518078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3518079.250000 Penalty: 5024.116699
	Iteration 74Q: 3 clusters Score -3518079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3518078.250000 Penalty: 5024.116699
	Iteration 75Q: 3 clusters Score -3518078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3518089.500000 Penalty: 5024.116699
	Iteration 76Q: 3 clusters Score -3518090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3518094.750000 Penalty: 5024.116699
	Iteration 77Q: 3 clusters Score -3518095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3518102.250000 Penalty: 5024.116699
	Iteration 78Q: 3 clusters Score -3518102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3518100.750000 Penalty: 5024.116699
	Iteration 79Q: 3 clusters Score -3518101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3518109.250000 Penalty: 5024.116699
	Iteration 80F: 3 clusters Score -3518109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -3518120.500000 Penalty: 5024.116699
	Iteration 81Q: 3 clusters Score -3518120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3518122.000000 Penalty: 5024.116699
	Iteration 82Q: 3 clusters Score -3518122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3518128.750000 Penalty: 5024.116699
	Iteration 83Q: 3 clusters Score -3518129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3518131.500000 Penalty: 5024.116699
	Iteration 84Q: 3 clusters Score -3518132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3518129.750000 Penalty: 5024.116699
	Iteration 85Q: 3 clusters Score -3518130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3518132.500000 Penalty: 5024.116699
	Iteration 86Q: 3 clusters Score -3518132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3518131.750000 Penalty: 5024.116699
	Iteration 87Q: 3 clusters Score -3518132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3518137.750000 Penalty: 5024.116699
	Iteration 88Q: 3 clusters Score -3518138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3518139.750000 Penalty: 5024.116699
	Iteration 89Q: 3 clusters Score -3518140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3518139.750000 Penalty: 5024.116699
	Iteration 90Q: 3 clusters Score -3518140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3518139.750000 Penalty: 5024.116699
	Iteration 91Q: 3 clusters Score -3518140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3518136.500000 Penalty: 5024.116699
	Iteration 92Q: 3 clusters Score -3518136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3518136.500000 Penalty: 5024.116699
	Iteration 93F: 3 clusters Score -3518136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (173795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173795 members 
Entering Unmasked Estep 
Score: -23915276.000000 Penalty: 2992.276611
	Iteration 0F: 2 clusters Score -2.391528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -23803832.000000 Penalty: 5984.553223
	Iteration 0F: 3 clusters Score -2.380383e+07 nChanged 83353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 85367 members 
Entering Unmasked Estep 
Score: -23852780.000000 Penalty: 5984.553223
	Iteration 1F: 3 clusters Score -2.385278e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 84267 members 
Entering Unmasked Estep 
Score: -23854728.000000 Penalty: 5984.553223
	Iteration 2Q: 3 clusters Score -2.385473e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -23856844.000000 Penalty: 5984.553223
	Iteration 3Q: 3 clusters Score -2.385684e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -23860370.000000 Penalty: 5984.553223
	Iteration 4Q: 3 clusters Score -2.386037e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 75880 members 
Entering Unmasked Estep 
Score: -23865236.000000 Penalty: 5984.553223
	Iteration 5F: 3 clusters Score -2.386524e+07 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103140 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -23872158.000000 Penalty: 5984.553223
	Iteration 6F: 3 clusters Score -2.387216e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109562 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -23881084.000000 Penalty: 5984.553223
	Iteration 7F: 3 clusters Score -2.388108e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -23890052.000000 Penalty: 5984.553223
	Iteration 8F: 3 clusters Score -2.389005e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120781 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -23896442.000000 Penalty: 5984.553223
	Iteration 9F: 3 clusters Score -2.389644e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124788 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -23899764.000000 Penalty: 5984.553223
	Iteration 10Q: 3 clusters Score -2.389976e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128374 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -23901538.000000 Penalty: 5984.553223
	Iteration 11Q: 3 clusters Score -2.390154e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131841 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -23903268.000000 Penalty: 5984.553223
	Iteration 12Q: 3 clusters Score -2.390327e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -23904916.000000 Penalty: 5984.553223
	Iteration 13Q: 3 clusters Score -2.390492e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138540 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -23906284.000000 Penalty: 5984.553223
	Iteration 14Q: 3 clusters Score -2.390628e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141723 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -23907706.000000 Penalty: 5984.553223
	Iteration 15Q: 3 clusters Score -2.390771e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144757 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -23909094.000000 Penalty: 5984.553223
	Iteration 16Q: 3 clusters Score -2.390909e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147601 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -23910236.000000 Penalty: 5984.553223
	Iteration 17Q: 3 clusters Score -2.391024e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150325 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -23911168.000000 Penalty: 5984.553223
	Iteration 18Q: 3 clusters Score -2.391117e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152938 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -23912070.000000 Penalty: 5984.553223
	Iteration 19Q: 3 clusters Score -2.391207e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155473 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -23912848.000000 Penalty: 5984.553223
	Iteration 20F: 3 clusters Score -2.391285e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157769 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -23913506.000000 Penalty: 5984.553223
	Iteration 21Q: 3 clusters Score -2.391351e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159834 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -23914038.000000 Penalty: 5984.553223
	Iteration 22Q: 3 clusters Score -2.391404e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161665 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -23914242.000000 Penalty: 5984.553223
	Iteration 23Q: 3 clusters Score -2.391424e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163315 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -23914628.000000 Penalty: 5984.553223
	Iteration 24Q: 3 clusters Score -2.391463e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164758 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -23914764.000000 Penalty: 5984.553223
	Iteration 25Q: 3 clusters Score -2.391476e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165924 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -23914886.000000 Penalty: 5984.553223
	Iteration 26Q: 3 clusters Score -2.391489e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166922 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -23914968.000000 Penalty: 5984.553223
	Iteration 27Q: 3 clusters Score -2.391497e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -23914930.000000 Penalty: 5984.553223
	Iteration 28Q: 3 clusters Score -2.391493e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168417 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -23915002.000000 Penalty: 5984.553223
	Iteration 29Q: 3 clusters Score -2.3915e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168994 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -23915040.000000 Penalty: 5984.553223
	Iteration 30Q: 3 clusters Score -2.391504e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169451 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -23915022.000000 Penalty: 5984.553223
	Iteration 31Q: 3 clusters Score -2.391502e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169837 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -23915016.000000 Penalty: 5984.553223
	Iteration 32Q: 3 clusters Score -2.391502e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170137 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -23915026.000000 Penalty: 5984.553223
	Iteration 33Q: 3 clusters Score -2.391503e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170401 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -23915038.000000 Penalty: 5984.553223
	Iteration 34Q: 3 clusters Score -2.391504e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170624 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -23914978.000000 Penalty: 5984.553223
	Iteration 35Q: 3 clusters Score -2.391498e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170833 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -23914950.000000 Penalty: 5984.553223
	Iteration 36Q: 3 clusters Score -2.391495e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171007 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -23914878.000000 Penalty: 5984.553223
	Iteration 37Q: 3 clusters Score -2.391488e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171162 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -23914872.000000 Penalty: 5984.553223
	Iteration 38Q: 3 clusters Score -2.391487e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171263 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -23914862.000000 Penalty: 5984.553223
	Iteration 39Q: 3 clusters Score -2.391486e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171338 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -23914850.000000 Penalty: 5984.553223
	Iteration 40F: 3 clusters Score -2.391485e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -23914830.000000 Penalty: 5984.553223
	Iteration 41Q: 3 clusters Score -2.391483e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171468 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -23914784.000000 Penalty: 5984.553223
	Iteration 42Q: 3 clusters Score -2.391478e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171516 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -23914786.000000 Penalty: 5984.553223
	Iteration 43Q: 3 clusters Score -2.391479e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171553 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -23914778.000000 Penalty: 5984.553223
	Iteration 44Q: 3 clusters Score -2.391478e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171591 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -23914778.000000 Penalty: 5984.553223
	Iteration 45Q: 3 clusters Score -2.391478e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171638 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -23914788.000000 Penalty: 5984.553223
	Iteration 46Q: 3 clusters Score -2.391479e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171676 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -23914826.000000 Penalty: 5984.553223
	Iteration 47Q: 3 clusters Score -2.391483e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171706 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -23914836.000000 Penalty: 5984.553223
	Iteration 48Q: 3 clusters Score -2.391484e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171746 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -23914848.000000 Penalty: 5984.553223
	Iteration 49Q: 3 clusters Score -2.391485e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171788 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -23914848.000000 Penalty: 5984.553223
	Iteration 50Q: 3 clusters Score -2.391485e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171827 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -23914844.000000 Penalty: 5984.553223
	Iteration 51Q: 3 clusters Score -2.391484e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171851 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -23914792.000000 Penalty: 5984.553223
	Iteration 52Q: 3 clusters Score -2.391479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171865 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -23914802.000000 Penalty: 5984.553223
	Iteration 53Q: 3 clusters Score -2.39148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171880 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -23914796.000000 Penalty: 5984.553223
	Iteration 54Q: 3 clusters Score -2.39148e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171894 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -23914778.000000 Penalty: 5984.553223
	Iteration 55Q: 3 clusters Score -2.391478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171903 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -23914788.000000 Penalty: 5984.553223
	Iteration 56Q: 3 clusters Score -2.391479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171909 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -23914786.000000 Penalty: 5984.553223
	Iteration 57Q: 3 clusters Score -2.391479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171919 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -23914788.000000 Penalty: 5984.553223
	Iteration 58Q: 3 clusters Score -2.391479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171930 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -23914762.000000 Penalty: 5984.553223
	Iteration 59Q: 3 clusters Score -2.391476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171938 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -23914786.000000 Penalty: 5984.553223
	Iteration 60F: 3 clusters Score -2.391479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171944 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -23914768.000000 Penalty: 5984.553223
	Iteration 61Q: 3 clusters Score -2.391477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171955 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -23914750.000000 Penalty: 5984.553223
	Iteration 62Q: 3 clusters Score -2.391475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171963 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -23914770.000000 Penalty: 5984.553223
	Iteration 63Q: 3 clusters Score -2.391477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171974 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -23914770.000000 Penalty: 5984.553223
	Iteration 64Q: 3 clusters Score -2.391477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171983 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -23914778.000000 Penalty: 5984.553223
	Iteration 65Q: 3 clusters Score -2.391478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171990 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -23914758.000000 Penalty: 5984.553223
	Iteration 66Q: 3 clusters Score -2.391476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171997 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -23914754.000000 Penalty: 5984.553223
	Iteration 67Q: 3 clusters Score -2.391475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172005 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -23914774.000000 Penalty: 5984.553223
	Iteration 68Q: 3 clusters Score -2.391477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172009 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -23914764.000000 Penalty: 5984.553223
	Iteration 69Q: 3 clusters Score -2.391476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -23914746.000000 Penalty: 5984.553223
	Iteration 70Q: 3 clusters Score -2.391475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172015 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -23914754.000000 Penalty: 5984.553223
	Iteration 71Q: 3 clusters Score -2.391475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172018 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -23914744.000000 Penalty: 5984.553223
	Iteration 72Q: 3 clusters Score -2.391474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172023 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -23914756.000000 Penalty: 5984.553223
	Iteration 73Q: 3 clusters Score -2.391476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172028 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -23914738.000000 Penalty: 5984.553223
	Iteration 74Q: 3 clusters Score -2.391474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172029 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23914744.000000 Penalty: 5984.553223
	Iteration 75Q: 3 clusters Score -2.391474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172029 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23914744.000000 Penalty: 5984.553223
	Iteration 76F: 3 clusters Score -2.391474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 4 contains 49831 members 
Mstep: Class 6 contains 121863 members 
Mstep: Class 9 contains 119498 members 
Mstep: Class 10 contains 1626 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 13 contains 254730 members 
Mstep: Class 14 contains 1161 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 119253 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 25066 members 
Mstep: Class 20 contains 173795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3206.815674 but Gain 3429.746094
Score: -137425616.000000 Penalty: 65165.144531
Iteration 39Q: 20 clusters Score -1.374256e+08 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 110779 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 49957 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 121756 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 9 contains 118070 members 
Mstep: Class 10 contains 1647 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 252863 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 7069 members 
Mstep: Class 17 contains 121700 members 
Mstep: Class 18 contains 11191 members 
Mstep: Class 19 contains 25597 members 
Mstep: Class 20 contains 173032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137432992.000000 Penalty: 65165.144531
Iteration 40F: 20 clusters Score -1.37433e+08 nChanged 12632
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 110220 members 
Mstep: Class 2 contains 11634 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 50032 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 120776 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 9 contains 116144 members 
Mstep: Class 10 contains 1627 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 852 members 
Mstep: Class 13 contains 250799 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 7478 members 
Mstep: Class 17 contains 124202 members 
Mstep: Class 18 contains 11839 members 
Mstep: Class 19 contains 27242 members 
Mstep: Class 20 contains 172095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137437616.000000 Penalty: 65165.144531
Iteration 41Q: 20 clusters Score -1.374376e+08 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 109653 members 
Mstep: Class 2 contains 12517 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 50114 members 
Mstep: Class 5 contains 2549 members 
Mstep: Class 6 contains 120024 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 114453 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2803 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 248697 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 7737 members 
Mstep: Class 17 contains 126838 members 
Mstep: Class 18 contains 12275 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 171314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137440528.000000 Penalty: 65165.144531
Iteration 42Q: 20 clusters Score -1.374405e+08 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 109018 members 
Mstep: Class 2 contains 13336 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50150 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 119355 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 112918 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 246661 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 7939 members 
Mstep: Class 17 contains 129359 members 
Mstep: Class 18 contains 12682 members 
Mstep: Class 19 contains 30265 members 
Mstep: Class 20 contains 170601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137442880.000000 Penalty: 65165.144531
Iteration 43Q: 20 clusters Score -1.374429e+08 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 108365 members 
Mstep: Class 2 contains 14111 members 
Mstep: Class 3 contains 330 members 
Mstep: Class 4 contains 50181 members 
Mstep: Class 5 contains 2680 members 
Mstep: Class 6 contains 118771 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 111537 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2807 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 244683 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8065 members 
Mstep: Class 17 contains 131978 members 
Mstep: Class 18 contains 12994 members 
Mstep: Class 19 contains 31675 members 
Mstep: Class 20 contains 169865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444960.000000 Penalty: 65165.144531
Iteration 44Q: 20 clusters Score -1.37445e+08 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 14828 members 
Mstep: Class 3 contains 325 members 
Mstep: Class 4 contains 50221 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 118218 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 110318 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2806 members 
Mstep: Class 12 contains 854 members 
Mstep: Class 13 contains 242731 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8150 members 
Mstep: Class 17 contains 134661 members 
Mstep: Class 18 contains 13227 members 
Mstep: Class 19 contains 32925 members 
Mstep: Class 20 contains 169190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137446896.000000 Penalty: 65165.144531
Iteration 45Q: 20 clusters Score -1.374469e+08 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 15510 members 
Mstep: Class 3 contains 326 members 
Mstep: Class 4 contains 50239 members 
Mstep: Class 5 contains 2772 members 
Mstep: Class 6 contains 117679 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 109201 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2806 members 
Mstep: Class 12 contains 853 members 
Mstep: Class 13 contains 240738 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8222 members 
Mstep: Class 17 contains 137624 members 
Mstep: Class 18 contains 13437 members 
Mstep: Class 19 contains 34097 members 
Mstep: Class 20 contains 168391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448304.000000 Penalty: 65165.144531
Iteration 46Q: 20 clusters Score -1.374483e+08 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 106335 members 
Mstep: Class 2 contains 16079 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 50247 members 
Mstep: Class 5 contains 2788 members 
Mstep: Class 6 contains 117166 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 108192 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2807 members 
Mstep: Class 12 contains 853 members 
Mstep: Class 13 contains 238814 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8285 members 
Mstep: Class 17 contains 140699 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 35193 members 
Mstep: Class 20 contains 167495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450464.000000 Penalty: 65165.144531
Iteration 47Q: 20 clusters Score -1.374505e+08 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 16585 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 50203 members 
Mstep: Class 5 contains 2805 members 
Mstep: Class 6 contains 116717 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 107264 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 12 contains 851 members 
Mstep: Class 13 contains 237036 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8339 members 
Mstep: Class 17 contains 143766 members 
Mstep: Class 18 contains 13788 members 
Mstep: Class 19 contains 36271 members 
Mstep: Class 20 contains 166572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452464.000000 Penalty: 65165.144531
Iteration 48Q: 20 clusters Score -1.374525e+08 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 17040 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 50180 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 6 contains 116294 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 106362 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2812 members 
Mstep: Class 12 contains 850 members 
Mstep: Class 13 contains 235272 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8392 members 
Mstep: Class 17 contains 146916 members 
Mstep: Class 18 contains 13941 members 
Mstep: Class 19 contains 37204 members 
Mstep: Class 20 contains 165662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453440.000000 Penalty: 65165.144531
Iteration 49Q: 20 clusters Score -1.374534e+08 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 17420 members 
Mstep: Class 3 contains 335 members 
Mstep: Class 4 contains 50137 members 
Mstep: Class 5 contains 2826 members 
Mstep: Class 6 contains 115902 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 105475 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 233660 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8448 members 
Mstep: Class 17 contains 150033 members 
Mstep: Class 18 contains 14117 members 
Mstep: Class 19 contains 38018 members 
Mstep: Class 20 contains 164605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454784.000000 Penalty: 65165.144531
Iteration 50Q: 20 clusters Score -1.374548e+08 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 17749 members 
Mstep: Class 3 contains 335 members 
Mstep: Class 4 contains 50119 members 
Mstep: Class 5 contains 2839 members 
Mstep: Class 6 contains 115524 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 104633 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 232249 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8498 members 
Mstep: Class 17 contains 153193 members 
Mstep: Class 18 contains 14252 members 
Mstep: Class 19 contains 38714 members 
Mstep: Class 20 contains 163386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455552.000000 Penalty: 65165.144531
Iteration 51Q: 20 clusters Score -1.374556e+08 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 18067 members 
Mstep: Class 3 contains 335 members 
Mstep: Class 4 contains 50096 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 115089 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 103821 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 231058 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 156124 members 
Mstep: Class 18 contains 14414 members 
Mstep: Class 19 contains 39319 members 
Mstep: Class 20 contains 162371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456192.000000 Penalty: 65165.144531
Iteration 52Q: 20 clusters Score -1.374562e+08 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 102640 members 
Mstep: Class 2 contains 18377 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 50101 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 114695 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 103102 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 229983 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8516 members 
Mstep: Class 17 contains 158818 members 
Mstep: Class 18 contains 14579 members 
Mstep: Class 19 contains 39808 members 
Mstep: Class 20 contains 161421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456800.000000 Penalty: 65165.144531
Iteration 53Q: 20 clusters Score -1.374568e+08 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 102074 members 
Mstep: Class 2 contains 18662 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 50095 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 114363 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 102344 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 229090 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8522 members 
Mstep: Class 17 contains 161141 members 
Mstep: Class 18 contains 14767 members 
Mstep: Class 19 contains 40318 members 
Mstep: Class 20 contains 160658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457248.000000 Penalty: 65165.144531
Iteration 54Q: 20 clusters Score -1.374572e+08 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 101496 members 
Mstep: Class 2 contains 18940 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 50109 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 114059 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 101667 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 228379 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8530 members 
Mstep: Class 17 contains 163040 members 
Mstep: Class 18 contains 14982 members 
Mstep: Class 19 contains 40758 members 
Mstep: Class 20 contains 160066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457472.000000 Penalty: 65165.144531
Iteration 55Q: 20 clusters Score -1.374575e+08 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 19194 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 50134 members 
Mstep: Class 5 contains 2854 members 
Mstep: Class 6 contains 113770 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 101070 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 12 contains 839 members 
Mstep: Class 13 contains 227882 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8516 members 
Mstep: Class 17 contains 164540 members 
Mstep: Class 18 contains 15200 members 
Mstep: Class 19 contains 41135 members 
Mstep: Class 20 contains 159627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457392.000000 Penalty: 65165.144531
Iteration 56Q: 20 clusters Score -1.374574e+08 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 19407 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 50165 members 
Mstep: Class 5 contains 2853 members 
Mstep: Class 6 contains 113484 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 100486 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2834 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 227563 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8498 members 
Mstep: Class 17 contains 165651 members 
Mstep: Class 18 contains 15405 members 
Mstep: Class 19 contains 41492 members 
Mstep: Class 20 contains 159386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457408.000000 Penalty: 65165.144531
Iteration 57Q: 20 clusters Score -1.374574e+08 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 19602 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 50208 members 
Mstep: Class 5 contains 2854 members 
Mstep: Class 6 contains 113224 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 99937 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2834 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 227332 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 166442 members 
Mstep: Class 18 contains 15607 members 
Mstep: Class 19 contains 41790 members 
Mstep: Class 20 contains 159358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457280.000000 Penalty: 65165.144531
Iteration 58Q: 20 clusters Score -1.374573e+08 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 19767 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 50232 members 
Mstep: Class 5 contains 2851 members 
Mstep: Class 6 contains 112975 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 99424 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 227178 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8481 members 
Mstep: Class 17 contains 166866 members 
Mstep: Class 18 contains 15784 members 
Mstep: Class 19 contains 42043 members 
Mstep: Class 20 contains 159609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456848.000000 Penalty: 65165.144531
Iteration 59Q: 20 clusters Score -1.374568e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 99328 members 
Mstep: Class 2 contains 19940 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 50270 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 112753 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 98962 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2837 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 227060 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8477 members 
Mstep: Class 17 contains 166969 members 
Mstep: Class 18 contains 15976 members 
Mstep: Class 19 contains 42263 members 
Mstep: Class 20 contains 160021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457776.000000 Penalty: 65165.144531
Iteration 60F: 20 clusters Score -1.374578e+08 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 99003 members 
Mstep: Class 2 contains 20128 members 
Mstep: Class 3 contains 342 members 
Mstep: Class 4 contains 50298 members 
Mstep: Class 5 contains 2865 members 
Mstep: Class 6 contains 112596 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 9 contains 98548 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 2840 members 
Mstep: Class 12 contains 839 members 
Mstep: Class 13 contains 226950 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8474 members 
Mstep: Class 17 contains 166851 members 
Mstep: Class 18 contains 16177 members 
Mstep: Class 19 contains 42439 members 
Mstep: Class 20 contains 160540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137460400.000000 Penalty: 65165.144531
Iteration 61Q: 20 clusters Score -1.374604e+08 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 20324 members 
Mstep: Class 3 contains 346 members 
Mstep: Class 4 contains 50317 members 
Mstep: Class 5 contains 2864 members 
Mstep: Class 6 contains 112443 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 98186 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 837 members 
Mstep: Class 13 contains 226948 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8460 members 
Mstep: Class 17 contains 166555 members 
Mstep: Class 18 contains 16391 members 
Mstep: Class 19 contains 42596 members 
Mstep: Class 20 contains 161046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137460384.000000 Penalty: 65165.144531
Iteration 62Q: 20 clusters Score -1.374604e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 20485 members 
Mstep: Class 3 contains 352 members 
Mstep: Class 4 contains 50334 members 
Mstep: Class 5 contains 2865 members 
Mstep: Class 6 contains 112327 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 97855 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 834 members 
Mstep: Class 13 contains 226954 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8444 members 
Mstep: Class 17 contains 166198 members 
Mstep: Class 18 contains 16562 members 
Mstep: Class 19 contains 42737 members 
Mstep: Class 20 contains 161614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137460288.000000 Penalty: 65165.144531
Iteration 63Q: 20 clusters Score -1.374603e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 98274 members 
Mstep: Class 2 contains 20642 members 
Mstep: Class 3 contains 354 members 
Mstep: Class 4 contains 50343 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 112223 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 97566 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 12 contains 835 members 
Mstep: Class 13 contains 227094 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8429 members 
Mstep: Class 17 contains 165762 members 
Mstep: Class 18 contains 16691 members 
Mstep: Class 19 contains 42829 members 
Mstep: Class 20 contains 162127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137460576.000000 Penalty: 65165.144531
Iteration 64Q: 20 clusters Score -1.374606e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 20765 members 
Mstep: Class 3 contains 354 members 
Mstep: Class 4 contains 50332 members 
Mstep: Class 5 contains 2863 members 
Mstep: Class 6 contains 112150 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 97312 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 837 members 
Mstep: Class 13 contains 227286 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8416 members 
Mstep: Class 17 contains 165224 members 
Mstep: Class 18 contains 16807 members 
Mstep: Class 19 contains 42892 members 
Mstep: Class 20 contains 162644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137460352.000000 Penalty: 65165.144531
Iteration 65Q: 20 clusters Score -1.374604e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97995 members 
Mstep: Class 2 contains 20880 members 
Mstep: Class 3 contains 354 members 
Mstep: Class 4 contains 50333 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 112071 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 97082 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 227503 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8408 members 
Mstep: Class 17 contains 164633 members 
Mstep: Class 18 contains 16931 members 
Mstep: Class 19 contains 42956 members 
Mstep: Class 20 contains 163185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137460592.000000 Penalty: 65165.144531
Iteration 66Q: 20 clusters Score -1.374606e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97873 members 
Mstep: Class 2 contains 21002 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50336 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 112011 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 96869 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 227725 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8402 members 
Mstep: Class 17 contains 164002 members 
Mstep: Class 18 contains 17047 members 
Mstep: Class 19 contains 42996 members 
Mstep: Class 20 contains 163712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137460448.000000 Penalty: 65165.144531
Iteration 67Q: 20 clusters Score -1.374604e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97747 members 
Mstep: Class 2 contains 21107 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50335 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 111959 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 96682 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 227950 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8398 members 
Mstep: Class 17 contains 163404 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 43052 members 
Mstep: Class 20 contains 164192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137460032.000000 Penalty: 65165.144531
Iteration 68Q: 20 clusters Score -1.3746e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97643 members 
Mstep: Class 2 contains 21207 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50328 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 111922 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 96501 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 228183 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8393 members 
Mstep: Class 17 contains 162898 members 
Mstep: Class 18 contains 17239 members 
Mstep: Class 19 contains 43093 members 
Mstep: Class 20 contains 164566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137460048.000000 Penalty: 65165.144531
Iteration 69Q: 20 clusters Score -1.3746e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97522 members 
Mstep: Class 2 contains 21299 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50329 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 111904 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 96326 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 228395 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8392 members 
Mstep: Class 17 contains 162412 members 
Mstep: Class 18 contains 17312 members 
Mstep: Class 19 contains 43151 members 
Mstep: Class 20 contains 164924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459712.000000 Penalty: 65165.144531
Iteration 70Q: 20 clusters Score -1.374597e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97420 members 
Mstep: Class 2 contains 21393 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50330 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 111886 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 96175 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 228654 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8385 members 
Mstep: Class 17 contains 161983 members 
Mstep: Class 18 contains 17365 members 
Mstep: Class 19 contains 43195 members 
Mstep: Class 20 contains 165182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459616.000000 Penalty: 65165.144531
Iteration 71Q: 20 clusters Score -1.374596e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97354 members 
Mstep: Class 2 contains 21474 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50331 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 111851 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 96062 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 228852 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8386 members 
Mstep: Class 17 contains 161573 members 
Mstep: Class 18 contains 17431 members 
Mstep: Class 19 contains 43233 members 
Mstep: Class 20 contains 165421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459472.000000 Penalty: 65165.144531
Iteration 72Q: 20 clusters Score -1.374595e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97287 members 
Mstep: Class 2 contains 21542 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50340 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111819 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 95943 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 229032 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8377 members 
Mstep: Class 17 contains 161237 members 
Mstep: Class 18 contains 17472 members 
Mstep: Class 19 contains 43282 members 
Mstep: Class 20 contains 165638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459488.000000 Penalty: 65165.144531
Iteration 73Q: 20 clusters Score -1.374595e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 21607 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50349 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 111810 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 95830 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 229148 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8372 members 
Mstep: Class 17 contains 160989 members 
Mstep: Class 18 contains 17511 members 
Mstep: Class 19 contains 43332 members 
Mstep: Class 20 contains 165810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459456.000000 Penalty: 65165.144531
Iteration 74Q: 20 clusters Score -1.374595e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97165 members 
Mstep: Class 2 contains 21667 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50350 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111799 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 95743 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 229252 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8358 members 
Mstep: Class 17 contains 160737 members 
Mstep: Class 18 contains 17530 members 
Mstep: Class 19 contains 43365 members 
Mstep: Class 20 contains 166003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459696.000000 Penalty: 65165.144531
Iteration 75Q: 20 clusters Score -1.374597e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 21719 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50357 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111774 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 95662 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 229363 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8352 members 
Mstep: Class 17 contains 160560 members 
Mstep: Class 18 contains 17557 members 
Mstep: Class 19 contains 43394 members 
Mstep: Class 20 contains 166132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459584.000000 Penalty: 65165.144531
Iteration 76Q: 20 clusters Score -1.374596e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 21768 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50367 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 111747 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 95592 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 229475 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 160409 members 
Mstep: Class 18 contains 17586 members 
Mstep: Class 19 contains 43435 members 
Mstep: Class 20 contains 166192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459680.000000 Penalty: 65165.144531
Iteration 77Q: 20 clusters Score -1.374597e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 96995 members 
Mstep: Class 2 contains 21823 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50370 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 111726 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 95528 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 229608 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 160290 members 
Mstep: Class 18 contains 17600 members 
Mstep: Class 19 contains 43477 members 
Mstep: Class 20 contains 166200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459920.000000 Penalty: 65165.144531
Iteration 78Q: 20 clusters Score -1.374599e+08 nChanged 630
Entering ConstructFrom: 
Score: -137459920.000000 Penalty: 65165.144531
Entering ConstructFrom: 
Trying to split cluster 1 (96963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96963 members 
Entering Unmasked Estep 
Score: -13403240.000000 Penalty: 2847.556885
	Iteration 0F: 2 clusters Score -1.340324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -13338518.000000 Penalty: 5695.113770
	Iteration 0F: 3 clusters Score -1.333852e+07 nChanged 45701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -13364256.000000 Penalty: 5695.113770
	Iteration 1F: 3 clusters Score -1.336426e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -13364869.000000 Penalty: 5695.113770
	Iteration 2Q: 3 clusters Score -1.336487e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -13365630.000000 Penalty: 5695.113770
	Iteration 3Q: 3 clusters Score -1.336563e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -13366407.000000 Penalty: 5695.113770
	Iteration 4Q: 3 clusters Score -1.336641e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -13367485.000000 Penalty: 5695.113770
	Iteration 5Q: 3 clusters Score -1.336748e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -13369075.000000 Penalty: 5695.113770
	Iteration 6Q: 3 clusters Score -1.336908e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -13371136.000000 Penalty: 5695.113770
	Iteration 7Q: 3 clusters Score -1.337114e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -13373841.000000 Penalty: 5695.113770
	Iteration 8F: 3 clusters Score -1.337384e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 60400 members 
Entering Unmasked Estep 
Score: -13377343.000000 Penalty: 5695.113770
	Iteration 9F: 3 clusters Score -1.337734e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -13381634.000000 Penalty: 5695.113770
	Iteration 10F: 3 clusters Score -1.338163e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -13386084.000000 Penalty: 5695.113770
	Iteration 11F: 3 clusters Score -1.338608e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -13389403.000000 Penalty: 5695.113770
	Iteration 12Q: 3 clusters Score -1.33894e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -13391251.000000 Penalty: 5695.113770
	Iteration 13Q: 3 clusters Score -1.339125e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -13392298.000000 Penalty: 5695.113770
	Iteration 14Q: 3 clusters Score -1.33923e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -13393134.000000 Penalty: 5695.113770
	Iteration 15Q: 3 clusters Score -1.339313e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -13393911.000000 Penalty: 5695.113770
	Iteration 16Q: 3 clusters Score -1.339391e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -13394633.000000 Penalty: 5695.113770
	Iteration 17Q: 3 clusters Score -1.339463e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -13395307.000000 Penalty: 5695.113770
	Iteration 18Q: 3 clusters Score -1.339531e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -13396040.000000 Penalty: 5695.113770
	Iteration 19Q: 3 clusters Score -1.339604e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 81213 members 
Entering Unmasked Estep 
Score: -13396697.000000 Penalty: 5695.113770
	Iteration 20F: 3 clusters Score -1.33967e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -13397344.000000 Penalty: 5695.113770
	Iteration 21Q: 3 clusters Score -1.339734e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -13397891.000000 Penalty: 5695.113770
	Iteration 22Q: 3 clusters Score -1.339789e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -13398300.000000 Penalty: 5695.113770
	Iteration 23Q: 3 clusters Score -1.33983e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 85534 members 
Entering Unmasked Estep 
Score: -13398609.000000 Penalty: 5695.113770
	Iteration 24Q: 3 clusters Score -1.339861e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -13398824.000000 Penalty: 5695.113770
	Iteration 25Q: 3 clusters Score -1.339882e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -13399089.000000 Penalty: 5695.113770
	Iteration 26Q: 3 clusters Score -1.339909e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -13399333.000000 Penalty: 5695.113770
	Iteration 27Q: 3 clusters Score -1.339933e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 88465 members 
Entering Unmasked Estep 
Score: -13399510.000000 Penalty: 5695.113770
	Iteration 28Q: 3 clusters Score -1.339951e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -13399627.000000 Penalty: 5695.113770
	Iteration 29Q: 3 clusters Score -1.339963e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 89481 members 
Entering Unmasked Estep 
Score: -13399765.000000 Penalty: 5695.113770
	Iteration 30Q: 3 clusters Score -1.339976e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -13399870.000000 Penalty: 5695.113770
	Iteration 31Q: 3 clusters Score -1.339987e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -13399929.000000 Penalty: 5695.113770
	Iteration 32Q: 3 clusters Score -1.339993e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -13400033.000000 Penalty: 5695.113770
	Iteration 33Q: 3 clusters Score -1.340003e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -13400143.000000 Penalty: 5695.113770
	Iteration 34Q: 3 clusters Score -1.340014e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -13400217.000000 Penalty: 5695.113770
	Iteration 35Q: 3 clusters Score -1.340022e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -13400329.000000 Penalty: 5695.113770
	Iteration 36Q: 3 clusters Score -1.340033e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -13400362.000000 Penalty: 5695.113770
	Iteration 37Q: 3 clusters Score -1.340036e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 92309 members 
Entering Unmasked Estep 
Score: -13400385.000000 Penalty: 5695.113770
	Iteration 38Q: 3 clusters Score -1.340038e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 92565 members 
Entering Unmasked Estep 
Score: -13400428.000000 Penalty: 5695.113770
	Iteration 39Q: 3 clusters Score -1.340043e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -13400477.000000 Penalty: 5695.113770
	Iteration 40F: 3 clusters Score -1.340048e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 92971 members 
Entering Unmasked Estep 
Score: -13400546.000000 Penalty: 5695.113770
	Iteration 41Q: 3 clusters Score -1.340055e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -13400561.000000 Penalty: 5695.113770
	Iteration 42Q: 3 clusters Score -1.340056e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -13400586.000000 Penalty: 5695.113770
	Iteration 43Q: 3 clusters Score -1.340059e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 93477 members 
Entering Unmasked Estep 
Score: -13400614.000000 Penalty: 5695.113770
	Iteration 44Q: 3 clusters Score -1.340061e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -13400661.000000 Penalty: 5695.113770
	Iteration 45Q: 3 clusters Score -1.340066e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -13400685.000000 Penalty: 5695.113770
	Iteration 46Q: 3 clusters Score -1.340068e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 93851 members 
Entering Unmasked Estep 
Score: -13400699.000000 Penalty: 5695.113770
	Iteration 47Q: 3 clusters Score -1.34007e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 93958 members 
Entering Unmasked Estep 
Score: -13400692.000000 Penalty: 5695.113770
	Iteration 48Q: 3 clusters Score -1.340069e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 94073 members 
Entering Unmasked Estep 
Score: -13400743.000000 Penalty: 5695.113770
	Iteration 49Q: 3 clusters Score -1.340074e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 94157 members 
Entering Unmasked Estep 
Score: -13400773.000000 Penalty: 5695.113770
	Iteration 50Q: 3 clusters Score -1.340077e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 94230 members 
Entering Unmasked Estep 
Score: -13400798.000000 Penalty: 5695.113770
	Iteration 51Q: 3 clusters Score -1.34008e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 94297 members 
Entering Unmasked Estep 
Score: -13400822.000000 Penalty: 5695.113770
	Iteration 52Q: 3 clusters Score -1.340082e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 94356 members 
Entering Unmasked Estep 
Score: -13400852.000000 Penalty: 5695.113770
	Iteration 53Q: 3 clusters Score -1.340085e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -13400863.000000 Penalty: 5695.113770
	Iteration 54Q: 3 clusters Score -1.340086e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 94440 members 
Entering Unmasked Estep 
Score: -13400880.000000 Penalty: 5695.113770
	Iteration 55Q: 3 clusters Score -1.340088e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -13400909.000000 Penalty: 5695.113770
	Iteration 56Q: 3 clusters Score -1.340091e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 94498 members 
Entering Unmasked Estep 
Score: -13400892.000000 Penalty: 5695.113770
	Iteration 57Q: 3 clusters Score -1.340089e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 94531 members 
Entering Unmasked Estep 
Score: -13400898.000000 Penalty: 5695.113770
	Iteration 58Q: 3 clusters Score -1.34009e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -13400897.000000 Penalty: 5695.113770
	Iteration 59Q: 3 clusters Score -1.34009e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -13400891.000000 Penalty: 5695.113770
	Iteration 60F: 3 clusters Score -1.340089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 94599 members 
Entering Unmasked Estep 
Score: -13400888.000000 Penalty: 5695.113770
	Iteration 61Q: 3 clusters Score -1.340089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 94616 members 
Entering Unmasked Estep 
Score: -13400887.000000 Penalty: 5695.113770
	Iteration 62Q: 3 clusters Score -1.340089e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 94635 members 
Entering Unmasked Estep 
Score: -13400890.000000 Penalty: 5695.113770
	Iteration 63Q: 3 clusters Score -1.340089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -13400899.000000 Penalty: 5695.113770
	Iteration 64Q: 3 clusters Score -1.34009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 94663 members 
Entering Unmasked Estep 
Score: -13400900.000000 Penalty: 5695.113770
	Iteration 65Q: 3 clusters Score -1.34009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 94672 members 
Entering Unmasked Estep 
Score: -13400902.000000 Penalty: 5695.113770
	Iteration 66Q: 3 clusters Score -1.34009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 94686 members 
Entering Unmasked Estep 
Score: -13400917.000000 Penalty: 5695.113770
	Iteration 67Q: 3 clusters Score -1.340092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 94703 members 
Entering Unmasked Estep 
Score: -13400928.000000 Penalty: 5695.113770
	Iteration 68Q: 3 clusters Score -1.340093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -13400918.000000 Penalty: 5695.113770
	Iteration 69Q: 3 clusters Score -1.340092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -13400929.000000 Penalty: 5695.113770
	Iteration 70Q: 3 clusters Score -1.340093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -13400921.000000 Penalty: 5695.113770
	Iteration 71Q: 3 clusters Score -1.340092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -13400926.000000 Penalty: 5695.113770
	Iteration 72Q: 3 clusters Score -1.340093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -13400935.000000 Penalty: 5695.113770
	Iteration 73Q: 3 clusters Score -1.340094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -13400921.000000 Penalty: 5695.113770
	Iteration 74Q: 3 clusters Score -1.340092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -13400938.000000 Penalty: 5695.113770
	Iteration 75Q: 3 clusters Score -1.340094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 94801 members 
Entering Unmasked Estep 
Score: -13400933.000000 Penalty: 5695.113770
	Iteration 76Q: 3 clusters Score -1.340093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -13400940.000000 Penalty: 5695.113770
	Iteration 77Q: 3 clusters Score -1.340094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 94821 members 
Entering Unmasked Estep 
Score: -13400931.000000 Penalty: 5695.113770
	Iteration 78Q: 3 clusters Score -1.340093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -13400940.000000 Penalty: 5695.113770
	Iteration 79Q: 3 clusters Score -1.340094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 94828 members 
Entering Unmasked Estep 
Score: -13400929.000000 Penalty: 5695.113770
	Iteration 80F: 3 clusters Score -1.340093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -13400928.000000 Penalty: 5695.113770
	Iteration 81Q: 3 clusters Score -1.340093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -13400928.000000 Penalty: 5695.113770
	Iteration 82F: 3 clusters Score -1.340093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Entering Unmasked Estep 
Score: -2966891.000000 Penalty: 2478.197998
	Iteration 0F: 2 clusters Score -2966891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2951550.250000 Penalty: 4956.395996
	Iteration 0F: 3 clusters Score -2951550 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2956747.250000 Penalty: 4956.395996
	Iteration 1F: 3 clusters Score -2956747 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2957171.250000 Penalty: 4956.395996
	Iteration 2F: 3 clusters Score -2957171 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2957491.750000 Penalty: 4956.395996
	Iteration 3Q: 3 clusters Score -2957492 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2957847.500000 Penalty: 4956.395996
	Iteration 4Q: 3 clusters Score -2957848 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2958285.500000 Penalty: 4956.395996
	Iteration 5Q: 3 clusters Score -2958286 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2958770.250000 Penalty: 4956.395996
	Iteration 6Q: 3 clusters Score -2958770 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2959361.250000 Penalty: 4956.395996
	Iteration 7Q: 3 clusters Score -2959361 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2960001.000000 Penalty: 4956.395996
	Iteration 8Q: 3 clusters Score -2960001 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2960618.500000 Penalty: 4956.395996
	Iteration 9F: 3 clusters Score -2960618 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2961159.250000 Penalty: 4956.395996
	Iteration 10Q: 3 clusters Score -2961159 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2961605.250000 Penalty: 4956.395996
	Iteration 11Q: 3 clusters Score -2961605 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2961913.750000 Penalty: 4956.395996
	Iteration 12Q: 3 clusters Score -2961914 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2962181.500000 Penalty: 4956.395996
	Iteration 13Q: 3 clusters Score -2962182 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2962395.000000 Penalty: 4956.395996
	Iteration 14Q: 3 clusters Score -2962395 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2962535.000000 Penalty: 4956.395996
	Iteration 15Q: 3 clusters Score -2962535 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2962658.000000 Penalty: 4956.395996
	Iteration 16Q: 3 clusters Score -2962658 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2962785.750000 Penalty: 4956.395996
	Iteration 17Q: 3 clusters Score -2962786 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2962905.000000 Penalty: 4956.395996
	Iteration 18Q: 3 clusters Score -2962905 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2962984.000000 Penalty: 4956.395996
	Iteration 19Q: 3 clusters Score -2962984 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2963047.000000 Penalty: 4956.395996
	Iteration 20F: 3 clusters Score -2963047 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2963107.000000 Penalty: 4956.395996
	Iteration 21Q: 3 clusters Score -2963107 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2963186.750000 Penalty: 4956.395996
	Iteration 22Q: 3 clusters Score -2963187 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2963242.000000 Penalty: 4956.395996
	Iteration 23Q: 3 clusters Score -2963242 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2963293.750000 Penalty: 4956.395996
	Iteration 24Q: 3 clusters Score -2963294 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2963356.250000 Penalty: 4956.395996
	Iteration 25Q: 3 clusters Score -2963356 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2963400.500000 Penalty: 4956.395996
	Iteration 26Q: 3 clusters Score -2963400 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2963451.250000 Penalty: 4956.395996
	Iteration 27Q: 3 clusters Score -2963451 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2963485.250000 Penalty: 4956.395996
	Iteration 28Q: 3 clusters Score -2963485 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2963526.000000 Penalty: 4956.395996
	Iteration 29Q: 3 clusters Score -2963526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2963562.250000 Penalty: 4956.395996
	Iteration 30Q: 3 clusters Score -2963562 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2963598.750000 Penalty: 4956.395996
	Iteration 31Q: 3 clusters Score -2963599 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2963630.500000 Penalty: 4956.395996
	Iteration 32Q: 3 clusters Score -2963630 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2963655.250000 Penalty: 4956.395996
	Iteration 33Q: 3 clusters Score -2963655 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2963682.750000 Penalty: 4956.395996
	Iteration 34Q: 3 clusters Score -2963683 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2963712.750000 Penalty: 4956.395996
	Iteration 35Q: 3 clusters Score -2963713 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2963733.500000 Penalty: 4956.395996
	Iteration 36Q: 3 clusters Score -2963734 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2963773.000000 Penalty: 4956.395996
	Iteration 37Q: 3 clusters Score -2963773 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2963782.000000 Penalty: 4956.395996
	Iteration 38Q: 3 clusters Score -2963782 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2963807.500000 Penalty: 4956.395996
	Iteration 39Q: 3 clusters Score -2963808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2963827.500000 Penalty: 4956.395996
	Iteration 40F: 3 clusters Score -2963828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2963846.750000 Penalty: 4956.395996
	Iteration 41Q: 3 clusters Score -2963847 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2963900.750000 Penalty: 4956.395996
	Iteration 42Q: 3 clusters Score -2963901 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2963941.750000 Penalty: 4956.395996
	Iteration 43Q: 3 clusters Score -2963942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2963972.500000 Penalty: 4956.395996
	Iteration 44Q: 3 clusters Score -2963972 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2964006.000000 Penalty: 4956.395996
	Iteration 45Q: 3 clusters Score -2964006 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2964034.000000 Penalty: 4956.395996
	Iteration 46Q: 3 clusters Score -2964034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2964063.000000 Penalty: 4956.395996
	Iteration 47Q: 3 clusters Score -2964063 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2964097.750000 Penalty: 4956.395996
	Iteration 48Q: 3 clusters Score -2964098 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2964146.500000 Penalty: 4956.395996
	Iteration 49Q: 3 clusters Score -2964146 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2964192.000000 Penalty: 4956.395996
	Iteration 50Q: 3 clusters Score -2964192 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2964242.750000 Penalty: 4956.395996
	Iteration 51Q: 3 clusters Score -2964243 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2964314.750000 Penalty: 4956.395996
	Iteration 52Q: 3 clusters Score -2964315 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2964381.250000 Penalty: 4956.395996
	Iteration 53Q: 3 clusters Score -2964381 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2964438.000000 Penalty: 4956.395996
	Iteration 54Q: 3 clusters Score -2964438 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2964509.750000 Penalty: 4956.395996
	Iteration 55Q: 3 clusters Score -2964510 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2964582.000000 Penalty: 4956.395996
	Iteration 56Q: 3 clusters Score -2964582 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2964651.250000 Penalty: 4956.395996
	Iteration 57Q: 3 clusters Score -2964651 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2964728.500000 Penalty: 4956.395996
	Iteration 58Q: 3 clusters Score -2964728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2964784.750000 Penalty: 4956.395996
	Iteration 59Q: 3 clusters Score -2964785 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2964853.500000 Penalty: 4956.395996
	Iteration 60F: 3 clusters Score -2964854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2964922.250000 Penalty: 4956.395996
	Iteration 61Q: 3 clusters Score -2964922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2964975.250000 Penalty: 4956.395996
	Iteration 62Q: 3 clusters Score -2964975 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2965019.000000 Penalty: 4956.395996
	Iteration 63Q: 3 clusters Score -2965019 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2965058.250000 Penalty: 4956.395996
	Iteration 64Q: 3 clusters Score -2965058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2965088.250000 Penalty: 4956.395996
	Iteration 65Q: 3 clusters Score -2965088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2965098.250000 Penalty: 4956.395996
	Iteration 66Q: 3 clusters Score -2965098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2965108.000000 Penalty: 4956.395996
	Iteration 67Q: 3 clusters Score -2965108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2965108.750000 Penalty: 4956.395996
	Iteration 68Q: 3 clusters Score -2965109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2965114.250000 Penalty: 4956.395996
	Iteration 69Q: 3 clusters Score -2965114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2965115.250000 Penalty: 4956.395996
	Iteration 70Q: 3 clusters Score -2965115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2965115.750000 Penalty: 4956.395996
	Iteration 71Q: 3 clusters Score -2965116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2965122.750000 Penalty: 4956.395996
	Iteration 72Q: 3 clusters Score -2965123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2965123.000000 Penalty: 4956.395996
	Iteration 73Q: 3 clusters Score -2965123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2965125.000000 Penalty: 4956.395996
	Iteration 74Q: 3 clusters Score -2965125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2965123.250000 Penalty: 4956.395996
	Iteration 75Q: 3 clusters Score -2965123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2965124.500000 Penalty: 4956.395996
	Iteration 76Q: 3 clusters Score -2965124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2965125.750000 Penalty: 4956.395996
	Iteration 77Q: 3 clusters Score -2965126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2965124.750000 Penalty: 4956.395996
	Iteration 78Q: 3 clusters Score -2965125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2965124.750000 Penalty: 4956.395996
	Iteration 79F: 3 clusters Score -2965125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -44086.410156 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -44086.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42761.156250 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -42761.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42907.457031 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -42907.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42956.558594 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -42956.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42969.156250 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -42969.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42977.285156 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -42977.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42979.800781 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -42979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42983.273438 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -42983.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42987.167969 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -42987.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42990.957031 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -42990.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42999.890625 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -42999.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43017.578125 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -43017.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43045.035156 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -43045.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43047.460938 Penalty: 2912.570557
	Iteration 12Q: 3 clusters Score -43047.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43047.460938 Penalty: 2912.570557
	Iteration 13F: 3 clusters Score -43047.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Entering Unmasked Estep 
Score: -6772830.000000 Penalty: 2685.158203
	Iteration 0F: 2 clusters Score -6772830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -6738878.500000 Penalty: 5370.316406
	Iteration 0F: 3 clusters Score -6738878 nChanged 23252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -6751622.500000 Penalty: 5370.316406
	Iteration 1F: 3 clusters Score -6751622 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -6752147.500000 Penalty: 5370.316406
	Iteration 2Q: 3 clusters Score -6752148 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -6752616.000000 Penalty: 5370.316406
	Iteration 3Q: 3 clusters Score -6752616 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -6753122.000000 Penalty: 5370.316406
	Iteration 4Q: 3 clusters Score -6753122 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -6753812.500000 Penalty: 5370.316406
	Iteration 5Q: 3 clusters Score -6753812 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -6754784.000000 Penalty: 5370.316406
	Iteration 6Q: 3 clusters Score -6754784 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -6756360.000000 Penalty: 5370.316406
	Iteration 7Q: 3 clusters Score -6756360 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -6758558.500000 Penalty: 5370.316406
	Iteration 8F: 3 clusters Score -6758558 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -6761173.500000 Penalty: 5370.316406
	Iteration 9F: 3 clusters Score -6761174 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -6763506.500000 Penalty: 5370.316406
	Iteration 10F: 3 clusters Score -6763506 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -6765342.000000 Penalty: 5370.316406
	Iteration 11Q: 3 clusters Score -6765342 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -6766695.500000 Penalty: 5370.316406
	Iteration 12Q: 3 clusters Score -6766696 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -6767740.000000 Penalty: 5370.316406
	Iteration 13Q: 3 clusters Score -6767740 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -6768466.500000 Penalty: 5370.316406
	Iteration 14Q: 3 clusters Score -6768466 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -6768933.000000 Penalty: 5370.316406
	Iteration 15Q: 3 clusters Score -6768933 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -6769328.500000 Penalty: 5370.316406
	Iteration 16Q: 3 clusters Score -6769328 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -6769567.000000 Penalty: 5370.316406
	Iteration 17Q: 3 clusters Score -6769567 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -6769736.000000 Penalty: 5370.316406
	Iteration 18Q: 3 clusters Score -6769736 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -6769878.000000 Penalty: 5370.316406
	Iteration 19Q: 3 clusters Score -6769878 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -6770022.000000 Penalty: 5370.316406
	Iteration 20F: 3 clusters Score -6770022 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6770131.500000 Penalty: 5370.316406
	Iteration 21Q: 3 clusters Score -6770132 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6770225.000000 Penalty: 5370.316406
	Iteration 22Q: 3 clusters Score -6770225 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6770309.500000 Penalty: 5370.316406
	Iteration 23Q: 3 clusters Score -6770310 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6770369.000000 Penalty: 5370.316406
	Iteration 24Q: 3 clusters Score -6770369 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6770435.500000 Penalty: 5370.316406
	Iteration 25Q: 3 clusters Score -6770436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6770469.500000 Penalty: 5370.316406
	Iteration 26Q: 3 clusters Score -6770470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6770505.500000 Penalty: 5370.316406
	Iteration 27Q: 3 clusters Score -6770506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6770537.000000 Penalty: 5370.316406
	Iteration 28Q: 3 clusters Score -6770537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6770554.000000 Penalty: 5370.316406
	Iteration 29Q: 3 clusters Score -6770554 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6770581.000000 Penalty: 5370.316406
	Iteration 30Q: 3 clusters Score -6770581 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6770594.500000 Penalty: 5370.316406
	Iteration 31Q: 3 clusters Score -6770594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6770622.500000 Penalty: 5370.316406
	Iteration 32Q: 3 clusters Score -6770622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6770640.000000 Penalty: 5370.316406
	Iteration 33Q: 3 clusters Score -6770640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6770646.500000 Penalty: 5370.316406
	Iteration 34Q: 3 clusters Score -6770646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6770653.500000 Penalty: 5370.316406
	Iteration 35Q: 3 clusters Score -6770654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6770656.500000 Penalty: 5370.316406
	Iteration 36Q: 3 clusters Score -6770656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6770661.000000 Penalty: 5370.316406
	Iteration 37Q: 3 clusters Score -6770661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6770669.000000 Penalty: 5370.316406
	Iteration 38Q: 3 clusters Score -6770669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6770672.000000 Penalty: 5370.316406
	Iteration 39Q: 3 clusters Score -6770672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6770673.500000 Penalty: 5370.316406
	Iteration 40F: 3 clusters Score -6770674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6770669.000000 Penalty: 5370.316406
	Iteration 41Q: 3 clusters Score -6770669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6770674.500000 Penalty: 5370.316406
	Iteration 42Q: 3 clusters Score -6770674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6770685.000000 Penalty: 5370.316406
	Iteration 43Q: 3 clusters Score -6770685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6770692.000000 Penalty: 5370.316406
	Iteration 44Q: 3 clusters Score -6770692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6770696.500000 Penalty: 5370.316406
	Iteration 45Q: 3 clusters Score -6770696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6770697.000000 Penalty: 5370.316406
	Iteration 46Q: 3 clusters Score -6770697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6770703.500000 Penalty: 5370.316406
	Iteration 47Q: 3 clusters Score -6770704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6770697.000000 Penalty: 5370.316406
	Iteration 48Q: 3 clusters Score -6770697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6770701.000000 Penalty: 5370.316406
	Iteration 49Q: 3 clusters Score -6770701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6770701.000000 Penalty: 5370.316406
	Iteration 50Q: 3 clusters Score -6770701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6770695.500000 Penalty: 5370.316406
	Iteration 51Q: 3 clusters Score -6770696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6770700.000000 Penalty: 5370.316406
	Iteration 52Q: 3 clusters Score -6770700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6770704.000000 Penalty: 5370.316406
	Iteration 53Q: 3 clusters Score -6770704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6770704.000000 Penalty: 5370.316406
	Iteration 54F: 3 clusters Score -6770704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Entering Unmasked Estep 
Score: -367277.062500 Penalty: 1973.727173
	Iteration 0F: 2 clusters Score -367277.1 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 1442 members 
Entering Unmasked Estep 
Score: -364102.500000 Penalty: 3947.454346
	Iteration 0F: 3 clusters Score -364102.5 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -364782.625000 Penalty: 3947.454346
	Iteration 1F: 3 clusters Score -364782.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -364991.406250 Penalty: 3947.454346
	Iteration 2F: 3 clusters Score -364991.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -365155.593750 Penalty: 3947.454346
	Iteration 3F: 3 clusters Score -365155.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -365300.406250 Penalty: 3947.454346
	Iteration 4Q: 3 clusters Score -365300.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -365415.031250 Penalty: 3947.454346
	Iteration 5Q: 3 clusters Score -365415 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -365513.406250 Penalty: 3947.454346
	Iteration 6Q: 3 clusters Score -365513.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -365610.656250 Penalty: 3947.454346
	Iteration 7Q: 3 clusters Score -365610.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -365685.125000 Penalty: 3947.454346
	Iteration 8Q: 3 clusters Score -365685.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -365747.906250 Penalty: 3947.454346
	Iteration 9Q: 3 clusters Score -365747.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -365793.218750 Penalty: 3947.454346
	Iteration 10Q: 3 clusters Score -365793.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -365841.031250 Penalty: 3947.454346
	Iteration 11Q: 3 clusters Score -365841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -365890.968750 Penalty: 3947.454346
	Iteration 12Q: 3 clusters Score -365891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -365952.593750 Penalty: 3947.454346
	Iteration 13Q: 3 clusters Score -365952.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -365990.687500 Penalty: 3947.454346
	Iteration 14Q: 3 clusters Score -365990.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -366025.968750 Penalty: 3947.454346
	Iteration 15Q: 3 clusters Score -366026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -366056.062500 Penalty: 3947.454346
	Iteration 16Q: 3 clusters Score -366056.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -366085.000000 Penalty: 3947.454346
	Iteration 17Q: 3 clusters Score -366085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -366105.906250 Penalty: 3947.454346
	Iteration 18Q: 3 clusters Score -366105.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -366120.875000 Penalty: 3947.454346
	Iteration 19Q: 3 clusters Score -366120.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -366135.968750 Penalty: 3947.454346
	Iteration 20F: 3 clusters Score -366136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -366145.687500 Penalty: 3947.454346
	Iteration 21Q: 3 clusters Score -366145.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -366162.343750 Penalty: 3947.454346
	Iteration 22Q: 3 clusters Score -366162.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -366191.062500 Penalty: 3947.454346
	Iteration 23Q: 3 clusters Score -366191.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -366201.781250 Penalty: 3947.454346
	Iteration 24Q: 3 clusters Score -366201.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -366209.562500 Penalty: 3947.454346
	Iteration 25Q: 3 clusters Score -366209.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -366218.093750 Penalty: 3947.454346
	Iteration 26Q: 3 clusters Score -366218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -366218.375000 Penalty: 3947.454346
	Iteration 27Q: 3 clusters Score -366218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -366219.593750 Penalty: 3947.454346
	Iteration 28Q: 3 clusters Score -366219.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -366220.531250 Penalty: 3947.454346
	Iteration 29Q: 3 clusters Score -366220.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -366223.156250 Penalty: 3947.454346
	Iteration 30Q: 3 clusters Score -366223.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -366225.750000 Penalty: 3947.454346
	Iteration 31Q: 3 clusters Score -366225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -366229.250000 Penalty: 3947.454346
	Iteration 32Q: 3 clusters Score -366229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -366230.875000 Penalty: 3947.454346
	Iteration 33Q: 3 clusters Score -366230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -366231.281250 Penalty: 3947.454346
	Iteration 34Q: 3 clusters Score -366231.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -366232.531250 Penalty: 3947.454346
	Iteration 35Q: 3 clusters Score -366232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -366233.906250 Penalty: 3947.454346
	Iteration 36Q: 3 clusters Score -366233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -366234.156250 Penalty: 3947.454346
	Iteration 37Q: 3 clusters Score -366234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -366234.343750 Penalty: 3947.454346
	Iteration 38Q: 3 clusters Score -366234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -366236.343750 Penalty: 3947.454346
	Iteration 39Q: 3 clusters Score -366236.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -366237.781250 Penalty: 3947.454346
	Iteration 40F: 3 clusters Score -366237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -366237.750000 Penalty: 3947.454346
	Iteration 41Q: 3 clusters Score -366237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -366238.625000 Penalty: 3947.454346
	Iteration 42Q: 3 clusters Score -366238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -366238.437500 Penalty: 3947.454346
	Iteration 43Q: 3 clusters Score -366238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -366239.781250 Penalty: 3947.454346
	Iteration 44Q: 3 clusters Score -366239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -366240.062500 Penalty: 3947.454346
	Iteration 45Q: 3 clusters Score -366240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -366239.968750 Penalty: 3947.454346
	Iteration 46Q: 3 clusters Score -366240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -366239.968750 Penalty: 3947.454346
	Iteration 47F: 3 clusters Score -366240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (111705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111705 members 
Entering Unmasked Estep 
Score: -15480124.000000 Penalty: 2882.656982
	Iteration 0F: 2 clusters Score -1.548012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -15405693.000000 Penalty: 5765.313965
	Iteration 0F: 3 clusters Score -1.540569e+07 nChanged 53075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -15436469.000000 Penalty: 5765.313965
	Iteration 1F: 3 clusters Score -1.543647e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -15437790.000000 Penalty: 5765.313965
	Iteration 2Q: 3 clusters Score -1.543779e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -15439853.000000 Penalty: 5765.313965
	Iteration 3Q: 3 clusters Score -1.543985e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -15443207.000000 Penalty: 5765.313965
	Iteration 4F: 3 clusters Score -1.544321e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -15448547.000000 Penalty: 5765.313965
	Iteration 5F: 3 clusters Score -1.544855e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -15456248.000000 Penalty: 5765.313965
	Iteration 6F: 3 clusters Score -1.545625e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97774 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -15464915.000000 Penalty: 5765.313965
	Iteration 7F: 3 clusters Score -1.546492e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104643 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -15471777.000000 Penalty: 5765.313965
	Iteration 8F: 3 clusters Score -1.547178e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108478 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -15475336.000000 Penalty: 5765.313965
	Iteration 9Q: 3 clusters Score -1.547534e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110087 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15476653.000000 Penalty: 5765.313965
	Iteration 10Q: 3 clusters Score -1.547665e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110757 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -15477273.000000 Penalty: 5765.313965
	Iteration 11Q: 3 clusters Score -1.547727e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111014 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15477508.000000 Penalty: 5765.313965
	Iteration 12Q: 3 clusters Score -1.547751e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -15477626.000000 Penalty: 5765.313965
	Iteration 13Q: 3 clusters Score -1.547763e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111162 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15477712.000000 Penalty: 5765.313965
	Iteration 14Q: 3 clusters Score -1.547771e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111182 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -15477738.000000 Penalty: 5765.313965
	Iteration 15Q: 3 clusters Score -1.547774e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111201 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -15477741.000000 Penalty: 5765.313965
	Iteration 16Q: 3 clusters Score -1.547774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111214 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15477741.000000 Penalty: 5765.313965
	Iteration 17Q: 3 clusters Score -1.547774e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111221 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -15477786.000000 Penalty: 5765.313965
	Iteration 18Q: 3 clusters Score -1.547779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111235 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -15477814.000000 Penalty: 5765.313965
	Iteration 19Q: 3 clusters Score -1.547781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111242 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -15477822.000000 Penalty: 5765.313965
	Iteration 20F: 3 clusters Score -1.547782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111252 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -15477836.000000 Penalty: 5765.313965
	Iteration 21Q: 3 clusters Score -1.547784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -15477841.000000 Penalty: 5765.313965
	Iteration 22Q: 3 clusters Score -1.547784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111259 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -15477846.000000 Penalty: 5765.313965
	Iteration 23Q: 3 clusters Score -1.547785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15477849.000000 Penalty: 5765.313965
	Iteration 24Q: 3 clusters Score -1.547785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15477856.000000 Penalty: 5765.313965
	Iteration 25Q: 3 clusters Score -1.547786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -15477868.000000 Penalty: 5765.313965
	Iteration 26Q: 3 clusters Score -1.547787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -15477871.000000 Penalty: 5765.313965
	Iteration 27Q: 3 clusters Score -1.547787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111268 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -15477874.000000 Penalty: 5765.313965
	Iteration 28Q: 3 clusters Score -1.547787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111268 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -15477887.000000 Penalty: 5765.313965
	Iteration 29Q: 3 clusters Score -1.547789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -15477890.000000 Penalty: 5765.313965
	Iteration 30Q: 3 clusters Score -1.547789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111275 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -15477897.000000 Penalty: 5765.313965
	Iteration 31Q: 3 clusters Score -1.54779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -15477896.000000 Penalty: 5765.313965
	Iteration 32Q: 3 clusters Score -1.54779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15477917.000000 Penalty: 5765.313965
	Iteration 33Q: 3 clusters Score -1.547792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -15477915.000000 Penalty: 5765.313965
	Iteration 34Q: 3 clusters Score -1.547792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15477914.000000 Penalty: 5765.313965
	Iteration 35Q: 3 clusters Score -1.547791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15477915.000000 Penalty: 5765.313965
	Iteration 36Q: 3 clusters Score -1.547792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15477916.000000 Penalty: 5765.313965
	Iteration 37Q: 3 clusters Score -1.547792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -15477921.000000 Penalty: 5765.313965
	Iteration 38Q: 3 clusters Score -1.547792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -15477921.000000 Penalty: 5765.313965
	Iteration 39F: 3 clusters Score -1.547792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -145140.062500 Penalty: 1773.762695
	Iteration 0F: 2 clusters Score -145140.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -143137.640625 Penalty: 3547.525391
	Iteration 0F: 3 clusters Score -143137.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -144572.703125 Penalty: 3547.525391
	Iteration 1F: 3 clusters Score -144572.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -145887.437500 Penalty: 3547.525391
	Iteration 2F: 3 clusters Score -145887.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -146257.390625 Penalty: 3547.525391
	Iteration 3F: 3 clusters Score -146257.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -146409.656250 Penalty: 3547.525391
	Iteration 4Q: 3 clusters Score -146409.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -146520.359375 Penalty: 3547.525391
	Iteration 5Q: 3 clusters Score -146520.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -146618.015625 Penalty: 3547.525391
	Iteration 6Q: 3 clusters Score -146618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -146698.687500 Penalty: 3547.525391
	Iteration 7Q: 3 clusters Score -146698.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -146758.500000 Penalty: 3547.525391
	Iteration 8Q: 3 clusters Score -146758.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -146826.171875 Penalty: 3547.525391
	Iteration 9Q: 3 clusters Score -146826.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -146864.406250 Penalty: 3547.525391
	Iteration 10Q: 3 clusters Score -146864.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -146906.718750 Penalty: 3547.525391
	Iteration 11Q: 3 clusters Score -146906.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -146950.546875 Penalty: 3547.525391
	Iteration 12Q: 3 clusters Score -146950.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -147043.718750 Penalty: 3547.525391
	Iteration 13Q: 3 clusters Score -147043.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -147149.296875 Penalty: 3547.525391
	Iteration 14Q: 3 clusters Score -147149.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -147401.609375 Penalty: 3547.525391
	Iteration 15Q: 3 clusters Score -147401.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -147631.593750 Penalty: 3547.525391
	Iteration 16Q: 3 clusters Score -147631.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -148491.750000 Penalty: 3547.525391
	Iteration 17Q: 3 clusters Score -148491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -148495.375000 Penalty: 3547.525391
	Iteration 18Q: 3 clusters Score -148495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -148496.812500 Penalty: 3547.525391
	Iteration 19Q: 3 clusters Score -148496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -148503.640625 Penalty: 3547.525391
	Iteration 20F: 3 clusters Score -148503.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -148515.890625 Penalty: 3547.525391
	Iteration 21Q: 3 clusters Score -148515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -148515.890625 Penalty: 3547.525391
	Iteration 22F: 3 clusters Score -148515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 21867 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50375 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 111705 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 95474 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 229726 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 160186 members 
Mstep: Class 18 contains 17618 members 
Mstep: Class 19 contains 43528 members 
Mstep: Class 20 contains 166173 members 
Entering Unmasked Estep 
Score: -137461824.000000 Penalty: 68594.890625
Splitting cluster 7 changes total score from -137459920.000000 to -137461824.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 9 (95474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Entering Unmasked Estep 
Score: -13273367.000000 Penalty: 2843.718994
	Iteration 0F: 2 clusters Score -1.327337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -13209714.000000 Penalty: 5687.437988
	Iteration 0F: 3 clusters Score -1.320971e+07 nChanged 44997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -13235064.000000 Penalty: 5687.437988
	Iteration 1F: 3 clusters Score -1.323506e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -13236084.000000 Penalty: 5687.437988
	Iteration 2Q: 3 clusters Score -1.323608e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -13237499.000000 Penalty: 5687.437988
	Iteration 3Q: 3 clusters Score -1.32375e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -13239879.000000 Penalty: 5687.437988
	Iteration 4Q: 3 clusters Score -1.323988e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -13243953.000000 Penalty: 5687.437988
	Iteration 5F: 3 clusters Score -1.324395e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -13249686.000000 Penalty: 5687.437988
	Iteration 6F: 3 clusters Score -1.324969e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -13256669.000000 Penalty: 5687.437988
	Iteration 7F: 3 clusters Score -1.325667e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -13262467.000000 Penalty: 5687.437988
	Iteration 8F: 3 clusters Score -1.326247e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 85062 members 
Entering Unmasked Estep 
Score: -13266341.000000 Penalty: 5687.437988
	Iteration 9Q: 3 clusters Score -1.326634e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -13268337.000000 Penalty: 5687.437988
	Iteration 10Q: 3 clusters Score -1.326834e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -13269529.000000 Penalty: 5687.437988
	Iteration 11Q: 3 clusters Score -1.326953e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -13270201.000000 Penalty: 5687.437988
	Iteration 12Q: 3 clusters Score -1.32702e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -13270676.000000 Penalty: 5687.437988
	Iteration 13Q: 3 clusters Score -1.327068e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -13271012.000000 Penalty: 5687.437988
	Iteration 14Q: 3 clusters Score -1.327101e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 92004 members 
Entering Unmasked Estep 
Score: -13271259.000000 Penalty: 5687.437988
	Iteration 15Q: 3 clusters Score -1.327126e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -13271396.000000 Penalty: 5687.437988
	Iteration 16Q: 3 clusters Score -1.32714e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 92601 members 
Entering Unmasked Estep 
Score: -13271514.000000 Penalty: 5687.437988
	Iteration 17Q: 3 clusters Score -1.327151e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 92797 members 
Entering Unmasked Estep 
Score: -13271614.000000 Penalty: 5687.437988
	Iteration 18Q: 3 clusters Score -1.327161e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -13271701.000000 Penalty: 5687.437988
	Iteration 19Q: 3 clusters Score -1.32717e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 93122 members 
Entering Unmasked Estep 
Score: -13271730.000000 Penalty: 5687.437988
	Iteration 20F: 3 clusters Score -1.327173e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
Score: -13271754.000000 Penalty: 5687.437988
	Iteration 21Q: 3 clusters Score -1.327175e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -13271757.000000 Penalty: 5687.437988
	Iteration 22Q: 3 clusters Score -1.327176e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 93363 members 
Entering Unmasked Estep 
Score: -13271764.000000 Penalty: 5687.437988
	Iteration 23Q: 3 clusters Score -1.327176e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -13271795.000000 Penalty: 5687.437988
	Iteration 24Q: 3 clusters Score -1.32718e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -13271816.000000 Penalty: 5687.437988
	Iteration 25Q: 3 clusters Score -1.327182e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
Score: -13271831.000000 Penalty: 5687.437988
	Iteration 26Q: 3 clusters Score -1.327183e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -13271846.000000 Penalty: 5687.437988
	Iteration 27Q: 3 clusters Score -1.327185e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -13271864.000000 Penalty: 5687.437988
	Iteration 28Q: 3 clusters Score -1.327186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 93645 members 
Entering Unmasked Estep 
Score: -13271862.000000 Penalty: 5687.437988
	Iteration 29Q: 3 clusters Score -1.327186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 93673 members 
Entering Unmasked Estep 
Score: -13271866.000000 Penalty: 5687.437988
	Iteration 30Q: 3 clusters Score -1.327187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -13271856.000000 Penalty: 5687.437988
	Iteration 31Q: 3 clusters Score -1.327186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -13271847.000000 Penalty: 5687.437988
	Iteration 32Q: 3 clusters Score -1.327185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -13271848.000000 Penalty: 5687.437988
	Iteration 33Q: 3 clusters Score -1.327185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -13271837.000000 Penalty: 5687.437988
	Iteration 34Q: 3 clusters Score -1.327184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -13271856.000000 Penalty: 5687.437988
	Iteration 35Q: 3 clusters Score -1.327186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -13271848.000000 Penalty: 5687.437988
	Iteration 36Q: 3 clusters Score -1.327185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 93754 members 
Entering Unmasked Estep 
Score: -13271850.000000 Penalty: 5687.437988
	Iteration 37Q: 3 clusters Score -1.327185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 93762 members 
Entering Unmasked Estep 
Score: -13271857.000000 Penalty: 5687.437988
	Iteration 38Q: 3 clusters Score -1.327186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 93771 members 
Entering Unmasked Estep 
Score: -13271856.000000 Penalty: 5687.437988
	Iteration 39Q: 3 clusters Score -1.327186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -13271859.000000 Penalty: 5687.437988
	Iteration 40F: 3 clusters Score -1.327186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 93785 members 
Entering Unmasked Estep 
Score: -13271862.000000 Penalty: 5687.437988
	Iteration 41Q: 3 clusters Score -1.327186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -13271874.000000 Penalty: 5687.437988
	Iteration 42Q: 3 clusters Score -1.327187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -13271882.000000 Penalty: 5687.437988
	Iteration 43Q: 3 clusters Score -1.327188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -13271885.000000 Penalty: 5687.437988
	Iteration 44Q: 3 clusters Score -1.327188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -13271888.000000 Penalty: 5687.437988
	Iteration 45Q: 3 clusters Score -1.327189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -13271886.000000 Penalty: 5687.437988
	Iteration 46Q: 3 clusters Score -1.327189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -13271887.000000 Penalty: 5687.437988
	Iteration 47Q: 3 clusters Score -1.327189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 93819 members 
Entering Unmasked Estep 
Score: -13271897.000000 Penalty: 5687.437988
	Iteration 48Q: 3 clusters Score -1.32719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 93821 members 
Entering Unmasked Estep 
Score: -13271888.000000 Penalty: 5687.437988
	Iteration 49Q: 3 clusters Score -1.327189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 93824 members 
Entering Unmasked Estep 
Score: -13271896.000000 Penalty: 5687.437988
	Iteration 50Q: 3 clusters Score -1.32719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -13271902.000000 Penalty: 5687.437988
	Iteration 51Q: 3 clusters Score -1.32719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -13271896.000000 Penalty: 5687.437988
	Iteration 52Q: 3 clusters Score -1.32719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 93830 members 
Entering Unmasked Estep 
Score: -13271893.000000 Penalty: 5687.437988
	Iteration 53Q: 3 clusters Score -1.327189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 93833 members 
Entering Unmasked Estep 
Score: -13271895.000000 Penalty: 5687.437988
	Iteration 54Q: 3 clusters Score -1.32719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 93834 members 
Entering Unmasked Estep 
Score: -13271897.000000 Penalty: 5687.437988
	Iteration 55Q: 3 clusters Score -1.32719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -13271894.000000 Penalty: 5687.437988
	Iteration 56Q: 3 clusters Score -1.327189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -13271888.000000 Penalty: 5687.437988
	Iteration 57Q: 3 clusters Score -1.327189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 93842 members 
Entering Unmasked Estep 
Score: -13271889.000000 Penalty: 5687.437988
	Iteration 58Q: 3 clusters Score -1.327189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 93842 members 
Entering Unmasked Estep 
Score: -13271889.000000 Penalty: 5687.437988
	Iteration 59F: 3 clusters Score -1.327189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -184424.265625 Penalty: 1833.223877
	Iteration 0F: 2 clusters Score -184424.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -182280.265625 Penalty: 3666.447754
	Iteration 0F: 3 clusters Score -182280.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -184249.218750 Penalty: 3666.447754
	Iteration 1F: 3 clusters Score -184249.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -186021.109375 Penalty: 3666.447754
	Iteration 2F: 3 clusters Score -186021.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -186824.640625 Penalty: 3666.447754
	Iteration 3F: 3 clusters Score -186824.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -187190.140625 Penalty: 3666.447754
	Iteration 4F: 3 clusters Score -187190.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -187462.796875 Penalty: 3666.447754
	Iteration 5Q: 3 clusters Score -187462.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -187591.640625 Penalty: 3666.447754
	Iteration 6Q: 3 clusters Score -187591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -187599.093750 Penalty: 3666.447754
	Iteration 7Q: 3 clusters Score -187599.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -187600.187500 Penalty: 3666.447754
	Iteration 8Q: 3 clusters Score -187600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -187603.281250 Penalty: 3666.447754
	Iteration 9Q: 3 clusters Score -187603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -187605.078125 Penalty: 3666.447754
	Iteration 10Q: 3 clusters Score -187605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -187605.078125 Penalty: 3666.447754
	Iteration 11F: 3 clusters Score -187605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 21867 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50375 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 111705 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 95474 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 229726 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 160186 members 
Mstep: Class 18 contains 17618 members 
Mstep: Class 19 contains 43528 members 
Mstep: Class 20 contains 166173 members 
Mstep: Class 21 contains 990 members 
Entering Unmasked Estep 
Score: -137463456.000000 Penalty: 72024.632812
Splitting cluster 10 changes total score from -137459920.000000 to -137463456.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (2874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Entering Unmasked Estep 
Score: -378415.968750 Penalty: 1974.938110
	Iteration 0F: 2 clusters Score -378416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -375233.187500 Penalty: 3949.876221
	Iteration 0F: 3 clusters Score -375233.2 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -375855.250000 Penalty: 3949.876221
	Iteration 1F: 3 clusters Score -375855.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -375986.218750 Penalty: 3949.876221
	Iteration 2F: 3 clusters Score -375986.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -376055.468750 Penalty: 3949.876221
	Iteration 3Q: 3 clusters Score -376055.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -376100.843750 Penalty: 3949.876221
	Iteration 4Q: 3 clusters Score -376100.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -376140.187500 Penalty: 3949.876221
	Iteration 5Q: 3 clusters Score -376140.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -376164.093750 Penalty: 3949.876221
	Iteration 6Q: 3 clusters Score -376164.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -376178.187500 Penalty: 3949.876221
	Iteration 7Q: 3 clusters Score -376178.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -376195.250000 Penalty: 3949.876221
	Iteration 8Q: 3 clusters Score -376195.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -376209.125000 Penalty: 3949.876221
	Iteration 9Q: 3 clusters Score -376209.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -376219.250000 Penalty: 3949.876221
	Iteration 10Q: 3 clusters Score -376219.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -376227.437500 Penalty: 3949.876221
	Iteration 11Q: 3 clusters Score -376227.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -376234.000000 Penalty: 3949.876221
	Iteration 12Q: 3 clusters Score -376234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -376243.562500 Penalty: 3949.876221
	Iteration 13Q: 3 clusters Score -376243.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -376255.468750 Penalty: 3949.876221
	Iteration 14Q: 3 clusters Score -376255.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -376265.031250 Penalty: 3949.876221
	Iteration 15Q: 3 clusters Score -376265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -376270.843750 Penalty: 3949.876221
	Iteration 16Q: 3 clusters Score -376270.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -376278.875000 Penalty: 3949.876221
	Iteration 17Q: 3 clusters Score -376278.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -376282.250000 Penalty: 3949.876221
	Iteration 18Q: 3 clusters Score -376282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -376284.250000 Penalty: 3949.876221
	Iteration 19Q: 3 clusters Score -376284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -376285.812500 Penalty: 3949.876221
	Iteration 20F: 3 clusters Score -376285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -376286.312500 Penalty: 3949.876221
	Iteration 21Q: 3 clusters Score -376286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -376286.968750 Penalty: 3949.876221
	Iteration 22Q: 3 clusters Score -376287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -376287.843750 Penalty: 3949.876221
	Iteration 23Q: 3 clusters Score -376287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -376288.937500 Penalty: 3949.876221
	Iteration 24Q: 3 clusters Score -376288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -376291.218750 Penalty: 3949.876221
	Iteration 25Q: 3 clusters Score -376291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -376291.625000 Penalty: 3949.876221
	Iteration 26Q: 3 clusters Score -376291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -376294.625000 Penalty: 3949.876221
	Iteration 27Q: 3 clusters Score -376294.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -376297.375000 Penalty: 3949.876221
	Iteration 28Q: 3 clusters Score -376297.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -376299.812500 Penalty: 3949.876221
	Iteration 29Q: 3 clusters Score -376299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -376301.062500 Penalty: 3949.876221
	Iteration 30Q: 3 clusters Score -376301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -376303.406250 Penalty: 3949.876221
	Iteration 31Q: 3 clusters Score -376303.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -376307.750000 Penalty: 3949.876221
	Iteration 32Q: 3 clusters Score -376307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -376309.187500 Penalty: 3949.876221
	Iteration 33Q: 3 clusters Score -376309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -376313.812500 Penalty: 3949.876221
	Iteration 34Q: 3 clusters Score -376313.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -376316.687500 Penalty: 3949.876221
	Iteration 35Q: 3 clusters Score -376316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -376318.375000 Penalty: 3949.876221
	Iteration 36Q: 3 clusters Score -376318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -376318.531250 Penalty: 3949.876221
	Iteration 37Q: 3 clusters Score -376318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -376318.531250 Penalty: 3949.876221
	Iteration 38F: 3 clusters Score -376318.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -105822.875000 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -105822.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104023.085938 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -104023.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104334.398438 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -104334.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -104415.492188 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -104415.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -104442.007812 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -104442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104505.539062 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -104505.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104549.750000 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -104549.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -104608.031250 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -104608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -104704.898438 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -104704.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104807.914062 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -104807.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -104866.507812 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -104866.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104904.890625 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -104904.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -104932.195312 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -104932.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -104951.523438 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -104951.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104993.195312 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -104993.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -105061.195312 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -105061.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -105095.273438 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -105095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105125.625000 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -105125.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105150.437500 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -105150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -105162.335938 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -105162.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105163.406250 Penalty: 3338.584961
	Iteration 19Q: 3 clusters Score -105163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105163.406250 Penalty: 3338.584961
	Iteration 20F: 3 clusters Score -105163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (229726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229726 members 
Entering Unmasked Estep 
Score: -31615968.000000 Penalty: 3061.471436
	Iteration 0F: 2 clusters Score -3.161597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -31472516.000000 Penalty: 6122.942871
	Iteration 0F: 3 clusters Score -3.147252e+07 nChanged 110685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111935 members 
Mstep: Class 2 contains 117791 members 
Entering Unmasked Estep 
Score: -31538134.000000 Penalty: 6122.942871
	Iteration 1F: 3 clusters Score -3.153813e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110454 members 
Mstep: Class 2 contains 119272 members 
Entering Unmasked Estep 
Score: -31539986.000000 Penalty: 6122.942871
	Iteration 2Q: 3 clusters Score -3.153999e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108301 members 
Mstep: Class 2 contains 121425 members 
Entering Unmasked Estep 
Score: -31542656.000000 Penalty: 6122.942871
	Iteration 3Q: 3 clusters Score -3.154266e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 124401 members 
Entering Unmasked Estep 
Score: -31546508.000000 Penalty: 6122.942871
	Iteration 4Q: 3 clusters Score -3.154651e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 128137 members 
Entering Unmasked Estep 
Score: -31551834.000000 Penalty: 6122.942871
	Iteration 5Q: 3 clusters Score -3.155183e+07 nChanged 11862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 132813 members 
Entering Unmasked Estep 
Score: -31559310.000000 Penalty: 6122.942871
	Iteration 6F: 3 clusters Score -3.155931e+07 nChanged 13216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91777 members 
Mstep: Class 2 contains 137949 members 
Entering Unmasked Estep 
Score: -31567658.000000 Penalty: 6122.942871
	Iteration 7F: 3 clusters Score -3.156766e+07 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 143012 members 
Entering Unmasked Estep 
Score: -31576164.000000 Penalty: 6122.942871
	Iteration 8F: 3 clusters Score -3.157616e+07 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 147668 members 
Entering Unmasked Estep 
Score: -31583010.000000 Penalty: 6122.942871
	Iteration 9F: 3 clusters Score -3.158301e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 151918 members 
Entering Unmasked Estep 
Score: -31587046.000000 Penalty: 6122.942871
	Iteration 10Q: 3 clusters Score -3.158705e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 155727 members 
Entering Unmasked Estep 
Score: -31589438.000000 Penalty: 6122.942871
	Iteration 11Q: 3 clusters Score -3.158944e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 159295 members 
Entering Unmasked Estep 
Score: -31590832.000000 Penalty: 6122.942871
	Iteration 12Q: 3 clusters Score -3.159083e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 162627 members 
Entering Unmasked Estep 
Score: -31591626.000000 Penalty: 6122.942871
	Iteration 13Q: 3 clusters Score -3.159163e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 165867 members 
Entering Unmasked Estep 
Score: -31592038.000000 Penalty: 6122.942871
	Iteration 14Q: 3 clusters Score -3.159204e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 168952 members 
Entering Unmasked Estep 
Score: -31592548.000000 Penalty: 6122.942871
	Iteration 15Q: 3 clusters Score -3.159255e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 171833 members 
Entering Unmasked Estep 
Score: -31593016.000000 Penalty: 6122.942871
	Iteration 16Q: 3 clusters Score -3.159302e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 174617 members 
Entering Unmasked Estep 
Score: -31593712.000000 Penalty: 6122.942871
	Iteration 17Q: 3 clusters Score -3.159371e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 177373 members 
Entering Unmasked Estep 
Score: -31594212.000000 Penalty: 6122.942871
	Iteration 18Q: 3 clusters Score -3.159421e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 180122 members 
Entering Unmasked Estep 
Score: -31594504.000000 Penalty: 6122.942871
	Iteration 19Q: 3 clusters Score -3.15945e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 182708 members 
Entering Unmasked Estep 
Score: -31595232.000000 Penalty: 6122.942871
	Iteration 20F: 3 clusters Score -3.159523e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 185139 members 
Entering Unmasked Estep 
Score: -31595766.000000 Penalty: 6122.942871
	Iteration 21Q: 3 clusters Score -3.159577e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 187415 members 
Entering Unmasked Estep 
Score: -31596096.000000 Penalty: 6122.942871
	Iteration 22Q: 3 clusters Score -3.15961e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 189602 members 
Entering Unmasked Estep 
Score: -31596264.000000 Penalty: 6122.942871
	Iteration 23Q: 3 clusters Score -3.159626e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 191657 members 
Entering Unmasked Estep 
Score: -31596950.000000 Penalty: 6122.942871
	Iteration 24Q: 3 clusters Score -3.159695e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 193679 members 
Entering Unmasked Estep 
Score: -31597444.000000 Penalty: 6122.942871
	Iteration 25Q: 3 clusters Score -3.159744e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 195617 members 
Entering Unmasked Estep 
Score: -31597894.000000 Penalty: 6122.942871
	Iteration 26Q: 3 clusters Score -3.159789e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 197455 members 
Entering Unmasked Estep 
Score: -31598340.000000 Penalty: 6122.942871
	Iteration 27Q: 3 clusters Score -3.159834e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 199247 members 
Entering Unmasked Estep 
Score: -31598758.000000 Penalty: 6122.942871
	Iteration 28Q: 3 clusters Score -3.159876e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 200973 members 
Entering Unmasked Estep 
Score: -31599154.000000 Penalty: 6122.942871
	Iteration 29Q: 3 clusters Score -3.159915e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 202645 members 
Entering Unmasked Estep 
Score: -31599690.000000 Penalty: 6122.942871
	Iteration 30Q: 3 clusters Score -3.159969e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 204334 members 
Entering Unmasked Estep 
Score: -31600166.000000 Penalty: 6122.942871
	Iteration 31Q: 3 clusters Score -3.160017e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 205966 members 
Entering Unmasked Estep 
Score: -31600718.000000 Penalty: 6122.942871
	Iteration 32Q: 3 clusters Score -3.160072e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 207471 members 
Entering Unmasked Estep 
Score: -31601288.000000 Penalty: 6122.942871
	Iteration 33Q: 3 clusters Score -3.160129e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 208954 members 
Entering Unmasked Estep 
Score: -31601770.000000 Penalty: 6122.942871
	Iteration 34Q: 3 clusters Score -3.160177e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 210434 members 
Entering Unmasked Estep 
Score: -31602372.000000 Penalty: 6122.942871
	Iteration 35Q: 3 clusters Score -3.160237e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 211813 members 
Entering Unmasked Estep 
Score: -31602972.000000 Penalty: 6122.942871
	Iteration 36Q: 3 clusters Score -3.160297e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 213108 members 
Entering Unmasked Estep 
Score: -31603574.000000 Penalty: 6122.942871
	Iteration 37Q: 3 clusters Score -3.160357e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 214372 members 
Entering Unmasked Estep 
Score: -31604044.000000 Penalty: 6122.942871
	Iteration 38Q: 3 clusters Score -3.160404e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 215566 members 
Entering Unmasked Estep 
Score: -31604744.000000 Penalty: 6122.942871
	Iteration 39Q: 3 clusters Score -3.160474e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 216739 members 
Entering Unmasked Estep 
Score: -31605310.000000 Penalty: 6122.942871
	Iteration 40F: 3 clusters Score -3.160531e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 217917 members 
Entering Unmasked Estep 
Score: -31606008.000000 Penalty: 6122.942871
	Iteration 41Q: 3 clusters Score -3.160601e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 219053 members 
Entering Unmasked Estep 
Score: -31606744.000000 Penalty: 6122.942871
	Iteration 42Q: 3 clusters Score -3.160674e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 220072 members 
Entering Unmasked Estep 
Score: -31607440.000000 Penalty: 6122.942871
	Iteration 43Q: 3 clusters Score -3.160744e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 221020 members 
Entering Unmasked Estep 
Score: -31608096.000000 Penalty: 6122.942871
	Iteration 44Q: 3 clusters Score -3.16081e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 221888 members 
Entering Unmasked Estep 
Score: -31608592.000000 Penalty: 6122.942871
	Iteration 45Q: 3 clusters Score -3.160859e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 222667 members 
Entering Unmasked Estep 
Score: -31609040.000000 Penalty: 6122.942871
	Iteration 46Q: 3 clusters Score -3.160904e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 223370 members 
Entering Unmasked Estep 
Score: -31609486.000000 Penalty: 6122.942871
	Iteration 47Q: 3 clusters Score -3.160949e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 224027 members 
Entering Unmasked Estep 
Score: -31609920.000000 Penalty: 6122.942871
	Iteration 48Q: 3 clusters Score -3.160992e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 224597 members 
Entering Unmasked Estep 
Score: -31610172.000000 Penalty: 6122.942871
	Iteration 49Q: 3 clusters Score -3.161017e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 225111 members 
Entering Unmasked Estep 
Score: -31610598.000000 Penalty: 6122.942871
	Iteration 50Q: 3 clusters Score -3.16106e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 225560 members 
Entering Unmasked Estep 
Score: -31610876.000000 Penalty: 6122.942871
	Iteration 51Q: 3 clusters Score -3.161088e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 225940 members 
Entering Unmasked Estep 
Score: -31611194.000000 Penalty: 6122.942871
	Iteration 52Q: 3 clusters Score -3.161119e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 226238 members 
Entering Unmasked Estep 
Score: -31611386.000000 Penalty: 6122.942871
	Iteration 53Q: 3 clusters Score -3.161139e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 226472 members 
Entering Unmasked Estep 
Score: -31611574.000000 Penalty: 6122.942871
	Iteration 54Q: 3 clusters Score -3.161157e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 226660 members 
Entering Unmasked Estep 
Score: -31611766.000000 Penalty: 6122.942871
	Iteration 55Q: 3 clusters Score -3.161177e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 226826 members 
Entering Unmasked Estep 
Score: -31611830.000000 Penalty: 6122.942871
	Iteration 56Q: 3 clusters Score -3.161183e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 226955 members 
Entering Unmasked Estep 
Score: -31611938.000000 Penalty: 6122.942871
	Iteration 57Q: 3 clusters Score -3.161194e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 227079 members 
Entering Unmasked Estep 
Score: -31612006.000000 Penalty: 6122.942871
	Iteration 58Q: 3 clusters Score -3.161201e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 227184 members 
Entering Unmasked Estep 
Score: -31612046.000000 Penalty: 6122.942871
	Iteration 59Q: 3 clusters Score -3.161205e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 227293 members 
Entering Unmasked Estep 
Score: -31612144.000000 Penalty: 6122.942871
	Iteration 60F: 3 clusters Score -3.161214e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 227398 members 
Entering Unmasked Estep 
Score: -31612242.000000 Penalty: 6122.942871
	Iteration 61Q: 3 clusters Score -3.161224e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 227501 members 
Entering Unmasked Estep 
Score: -31612304.000000 Penalty: 6122.942871
	Iteration 62Q: 3 clusters Score -3.16123e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 227594 members 
Entering Unmasked Estep 
Score: -31612308.000000 Penalty: 6122.942871
	Iteration 63Q: 3 clusters Score -3.161231e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 227658 members 
Entering Unmasked Estep 
Score: -31612358.000000 Penalty: 6122.942871
	Iteration 64Q: 3 clusters Score -3.161236e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 227709 members 
Entering Unmasked Estep 
Score: -31612404.000000 Penalty: 6122.942871
	Iteration 65Q: 3 clusters Score -3.16124e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 227758 members 
Entering Unmasked Estep 
Score: -31612412.000000 Penalty: 6122.942871
	Iteration 66Q: 3 clusters Score -3.161241e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 227803 members 
Entering Unmasked Estep 
Score: -31612446.000000 Penalty: 6122.942871
	Iteration 67Q: 3 clusters Score -3.161245e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 227847 members 
Entering Unmasked Estep 
Score: -31612486.000000 Penalty: 6122.942871
	Iteration 68Q: 3 clusters Score -3.161249e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 227898 members 
Entering Unmasked Estep 
Score: -31612490.000000 Penalty: 6122.942871
	Iteration 69Q: 3 clusters Score -3.161249e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 227935 members 
Entering Unmasked Estep 
Score: -31612512.000000 Penalty: 6122.942871
	Iteration 70Q: 3 clusters Score -3.161251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 227963 members 
Entering Unmasked Estep 
Score: -31612522.000000 Penalty: 6122.942871
	Iteration 71Q: 3 clusters Score -3.161252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 227981 members 
Entering Unmasked Estep 
Score: -31612510.000000 Penalty: 6122.942871
	Iteration 72Q: 3 clusters Score -3.161251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 227991 members 
Entering Unmasked Estep 
Score: -31612516.000000 Penalty: 6122.942871
	Iteration 73Q: 3 clusters Score -3.161252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 228002 members 
Entering Unmasked Estep 
Score: -31612502.000000 Penalty: 6122.942871
	Iteration 74Q: 3 clusters Score -3.16125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 228009 members 
Entering Unmasked Estep 
Score: -31612494.000000 Penalty: 6122.942871
	Iteration 75Q: 3 clusters Score -3.161249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 228024 members 
Entering Unmasked Estep 
Score: -31612516.000000 Penalty: 6122.942871
	Iteration 76Q: 3 clusters Score -3.161252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 228040 members 
Entering Unmasked Estep 
Score: -31612514.000000 Penalty: 6122.942871
	Iteration 77Q: 3 clusters Score -3.161251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 228049 members 
Entering Unmasked Estep 
Score: -31612508.000000 Penalty: 6122.942871
	Iteration 78Q: 3 clusters Score -3.161251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 228058 members 
Entering Unmasked Estep 
Score: -31612536.000000 Penalty: 6122.942871
	Iteration 79Q: 3 clusters Score -3.161254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 228068 members 
Entering Unmasked Estep 
Score: -31612528.000000 Penalty: 6122.942871
	Iteration 80F: 3 clusters Score -3.161253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 228076 members 
Entering Unmasked Estep 
Score: -31612548.000000 Penalty: 6122.942871
	Iteration 81Q: 3 clusters Score -3.161255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 228080 members 
Entering Unmasked Estep 
Score: -31612556.000000 Penalty: 6122.942871
	Iteration 82Q: 3 clusters Score -3.161256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 228082 members 
Entering Unmasked Estep 
Score: -31612560.000000 Penalty: 6122.942871
	Iteration 83Q: 3 clusters Score -3.161256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 228088 members 
Entering Unmasked Estep 
Score: -31612558.000000 Penalty: 6122.942871
	Iteration 84Q: 3 clusters Score -3.161256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 228097 members 
Entering Unmasked Estep 
Score: -31612594.000000 Penalty: 6122.942871
	Iteration 85Q: 3 clusters Score -3.161259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 228107 members 
Entering Unmasked Estep 
Score: -31612584.000000 Penalty: 6122.942871
	Iteration 86Q: 3 clusters Score -3.161258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 228113 members 
Entering Unmasked Estep 
Score: -31612584.000000 Penalty: 6122.942871
	Iteration 87Q: 3 clusters Score -3.161258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 228117 members 
Entering Unmasked Estep 
Score: -31612578.000000 Penalty: 6122.942871
	Iteration 88Q: 3 clusters Score -3.161258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 228117 members 
Entering Unmasked Estep 
Score: -31612592.000000 Penalty: 6122.942871
	Iteration 89Q: 3 clusters Score -3.161259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 228118 members 
Entering Unmasked Estep 
Score: -31612588.000000 Penalty: 6122.942871
	Iteration 90Q: 3 clusters Score -3.161259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 228118 members 
Entering Unmasked Estep 
Score: -31612588.000000 Penalty: 6122.942871
	Iteration 91F: 3 clusters Score -3.161259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -161160.437500 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -161160.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -159088.843750 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -159088.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -159449.234375 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -159449.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159560.812500 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -159560.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -159632.343750 Penalty: 3524.469971
	Iteration 3Q: 3 clusters Score -159632.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -159688.921875 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -159688.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159718.171875 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -159718.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -159731.109375 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -159731.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -159747.562500 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -159747.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -159767.125000 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -159767.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -159788.359375 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -159788.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -159800.421875 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -159800.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159814.437500 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -159814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -159824.968750 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -159825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -159838.343750 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -159838.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159849.562500 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -159849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159859.468750 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -159859.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159867.031250 Penalty: 3524.469971
	Iteration 16Q: 3 clusters Score -159867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159871.343750 Penalty: 3524.469971
	Iteration 17Q: 3 clusters Score -159871.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159881.437500 Penalty: 3524.469971
	Iteration 18Q: 3 clusters Score -159881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -159888.093750 Penalty: 3524.469971
	Iteration 19Q: 3 clusters Score -159888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -159891.687500 Penalty: 3524.469971
	Iteration 20F: 3 clusters Score -159891.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -157993.250000 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -157993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155918.875000 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -155918.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -156242.890625 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -156242.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -156331.062500 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -156331.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -156381.750000 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -156381.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -156419.093750 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -156419.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -156450.062500 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -156450.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -156493.265625 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -156493.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -156508.546875 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -156508.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -156516.531250 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -156516.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -156521.265625 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -156521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -156523.406250 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -156523.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -156527.750000 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -156527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -156534.750000 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -156534.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -156546.796875 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -156546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -156557.031250 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -156557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -156579.437500 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -156579.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -156601.000000 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -156601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -156620.796875 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -156620.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -156632.921875 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -156632.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -156639.234375 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -156639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -156640.578125 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -156640.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Entering Unmasked Estep 
Score: -1115337.625000 Penalty: 2239.354980
	Iteration 0F: 2 clusters Score -1115338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1108825.500000 Penalty: 4478.709961
	Iteration 0F: 3 clusters Score -1108826 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1110593.750000 Penalty: 4478.709961
	Iteration 1F: 3 clusters Score -1110594 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1110875.250000 Penalty: 4478.709961
	Iteration 2F: 3 clusters Score -1110875 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1111089.125000 Penalty: 4478.709961
	Iteration 3F: 3 clusters Score -1111089 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1111273.250000 Penalty: 4478.709961
	Iteration 4Q: 3 clusters Score -1111273 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1111437.375000 Penalty: 4478.709961
	Iteration 5Q: 3 clusters Score -1111437 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1111594.250000 Penalty: 4478.709961
	Iteration 6Q: 3 clusters Score -1111594 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1111734.875000 Penalty: 4478.709961
	Iteration 7Q: 3 clusters Score -1111735 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1111908.750000 Penalty: 4478.709961
	Iteration 8Q: 3 clusters Score -1111909 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1112093.625000 Penalty: 4478.709961
	Iteration 9Q: 3 clusters Score -1112094 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1112256.875000 Penalty: 4478.709961
	Iteration 10Q: 3 clusters Score -1112257 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1112414.500000 Penalty: 4478.709961
	Iteration 11Q: 3 clusters Score -1112414 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1112561.125000 Penalty: 4478.709961
	Iteration 12Q: 3 clusters Score -1112561 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1112689.125000 Penalty: 4478.709961
	Iteration 13Q: 3 clusters Score -1112689 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1112811.500000 Penalty: 4478.709961
	Iteration 14Q: 3 clusters Score -1112812 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1112954.375000 Penalty: 4478.709961
	Iteration 15Q: 3 clusters Score -1112954 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1113103.375000 Penalty: 4478.709961
	Iteration 16Q: 3 clusters Score -1113103 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1113232.000000 Penalty: 4478.709961
	Iteration 17Q: 3 clusters Score -1113232 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1113357.875000 Penalty: 4478.709961
	Iteration 18Q: 3 clusters Score -1113358 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1113466.625000 Penalty: 4478.709961
	Iteration 19Q: 3 clusters Score -1113467 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1113554.250000 Penalty: 4478.709961
	Iteration 20F: 3 clusters Score -1113554 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1113631.625000 Penalty: 4478.709961
	Iteration 21Q: 3 clusters Score -1113632 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1113687.250000 Penalty: 4478.709961
	Iteration 22Q: 3 clusters Score -1113687 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1113747.125000 Penalty: 4478.709961
	Iteration 23Q: 3 clusters Score -1113747 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1113793.625000 Penalty: 4478.709961
	Iteration 24Q: 3 clusters Score -1113794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1113833.750000 Penalty: 4478.709961
	Iteration 25Q: 3 clusters Score -1113834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1113863.125000 Penalty: 4478.709961
	Iteration 26Q: 3 clusters Score -1113863 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1113882.875000 Penalty: 4478.709961
	Iteration 27Q: 3 clusters Score -1113883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1113894.250000 Penalty: 4478.709961
	Iteration 28Q: 3 clusters Score -1113894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1113902.500000 Penalty: 4478.709961
	Iteration 29Q: 3 clusters Score -1113902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1113905.375000 Penalty: 4478.709961
	Iteration 30Q: 3 clusters Score -1113905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1113907.625000 Penalty: 4478.709961
	Iteration 31Q: 3 clusters Score -1113908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1113910.875000 Penalty: 4478.709961
	Iteration 32Q: 3 clusters Score -1113911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1113912.000000 Penalty: 4478.709961
	Iteration 33Q: 3 clusters Score -1113912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1113916.750000 Penalty: 4478.709961
	Iteration 34Q: 3 clusters Score -1113917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1113915.125000 Penalty: 4478.709961
	Iteration 35Q: 3 clusters Score -1113915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1113915.375000 Penalty: 4478.709961
	Iteration 36Q: 3 clusters Score -1113915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1113915.625000 Penalty: 4478.709961
	Iteration 37Q: 3 clusters Score -1113916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1113918.500000 Penalty: 4478.709961
	Iteration 38Q: 3 clusters Score -1113918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1113917.375000 Penalty: 4478.709961
	Iteration 39Q: 3 clusters Score -1113917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1113917.625000 Penalty: 4478.709961
	Iteration 40F: 3 clusters Score -1113918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1113920.000000 Penalty: 4478.709961
	Iteration 41Q: 3 clusters Score -1113920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1113920.625000 Penalty: 4478.709961
	Iteration 42Q: 3 clusters Score -1113921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1113920.375000 Penalty: 4478.709961
	Iteration 43Q: 3 clusters Score -1113920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1113922.000000 Penalty: 4478.709961
	Iteration 44Q: 3 clusters Score -1113922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1113922.000000 Penalty: 4478.709961
	Iteration 45F: 3 clusters Score -1113922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (160186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160186 members 
Entering Unmasked Estep 
Score: -22102030.000000 Penalty: 2972.054443
	Iteration 0F: 2 clusters Score -2.210203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -21997044.000000 Penalty: 5944.108887
	Iteration 0F: 3 clusters Score -2.199704e+07 nChanged 76464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
Score: -22041454.000000 Penalty: 5944.108887
	Iteration 1F: 3 clusters Score -2.204145e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
Score: -22043552.000000 Penalty: 5944.108887
	Iteration 2Q: 3 clusters Score -2.204355e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94363 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -22046640.000000 Penalty: 5944.108887
	Iteration 3Q: 3 clusters Score -2.204664e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -22051720.000000 Penalty: 5944.108887
	Iteration 4F: 3 clusters Score -2.205172e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112336 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -22060080.000000 Penalty: 5944.108887
	Iteration 5F: 3 clusters Score -2.206008e+07 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124356 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -22071636.000000 Penalty: 5944.108887
	Iteration 6F: 3 clusters Score -2.207164e+07 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135478 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -22082714.000000 Penalty: 5944.108887
	Iteration 7F: 3 clusters Score -2.208271e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143577 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -22090470.000000 Penalty: 5944.108887
	Iteration 8F: 3 clusters Score -2.209047e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148455 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -22094966.000000 Penalty: 5944.108887
	Iteration 9Q: 3 clusters Score -2.209497e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151342 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -22097322.000000 Penalty: 5944.108887
	Iteration 10Q: 3 clusters Score -2.209732e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153086 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -22098630.000000 Penalty: 5944.108887
	Iteration 11Q: 3 clusters Score -2.209863e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -22099448.000000 Penalty: 5944.108887
	Iteration 12Q: 3 clusters Score -2.209945e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155054 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -22099964.000000 Penalty: 5944.108887
	Iteration 13Q: 3 clusters Score -2.209996e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155653 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -22100204.000000 Penalty: 5944.108887
	Iteration 14Q: 3 clusters Score -2.21002e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156088 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -22100360.000000 Penalty: 5944.108887
	Iteration 15Q: 3 clusters Score -2.210036e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156402 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -22100478.000000 Penalty: 5944.108887
	Iteration 16Q: 3 clusters Score -2.210048e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156640 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -22100480.000000 Penalty: 5944.108887
	Iteration 17Q: 3 clusters Score -2.210048e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156829 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -22100536.000000 Penalty: 5944.108887
	Iteration 18Q: 3 clusters Score -2.210054e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156962 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -22100520.000000 Penalty: 5944.108887
	Iteration 19Q: 3 clusters Score -2.210052e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -22100502.000000 Penalty: 5944.108887
	Iteration 20F: 3 clusters Score -2.21005e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157185 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -22100502.000000 Penalty: 5944.108887
	Iteration 21Q: 3 clusters Score -2.21005e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157260 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -22100534.000000 Penalty: 5944.108887
	Iteration 22Q: 3 clusters Score -2.210053e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -22100524.000000 Penalty: 5944.108887
	Iteration 23Q: 3 clusters Score -2.210052e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157368 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -22100560.000000 Penalty: 5944.108887
	Iteration 24Q: 3 clusters Score -2.210056e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157408 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -22100556.000000 Penalty: 5944.108887
	Iteration 25Q: 3 clusters Score -2.210056e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157439 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -22100542.000000 Penalty: 5944.108887
	Iteration 26Q: 3 clusters Score -2.210054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -22100546.000000 Penalty: 5944.108887
	Iteration 27Q: 3 clusters Score -2.210055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -22100546.000000 Penalty: 5944.108887
	Iteration 28Q: 3 clusters Score -2.210055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157481 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -22100538.000000 Penalty: 5944.108887
	Iteration 29Q: 3 clusters Score -2.210054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22100526.000000 Penalty: 5944.108887
	Iteration 30Q: 3 clusters Score -2.210053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157508 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -22100524.000000 Penalty: 5944.108887
	Iteration 31Q: 3 clusters Score -2.210052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157526 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -22100526.000000 Penalty: 5944.108887
	Iteration 32Q: 3 clusters Score -2.210053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157542 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -22100532.000000 Penalty: 5944.108887
	Iteration 33Q: 3 clusters Score -2.210053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157554 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -22100540.000000 Penalty: 5944.108887
	Iteration 34Q: 3 clusters Score -2.210054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157565 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -22100550.000000 Penalty: 5944.108887
	Iteration 35Q: 3 clusters Score -2.210055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157578 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22100536.000000 Penalty: 5944.108887
	Iteration 36Q: 3 clusters Score -2.210054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157585 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -22100544.000000 Penalty: 5944.108887
	Iteration 37Q: 3 clusters Score -2.210054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157593 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -22100530.000000 Penalty: 5944.108887
	Iteration 38Q: 3 clusters Score -2.210053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157597 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -22100534.000000 Penalty: 5944.108887
	Iteration 39Q: 3 clusters Score -2.210053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157598 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -22100520.000000 Penalty: 5944.108887
	Iteration 40F: 3 clusters Score -2.210052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Entering Unmasked Estep 
Score: -2442741.750000 Penalty: 2424.615723
	Iteration 0F: 2 clusters Score -2442742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2430108.250000 Penalty: 4849.231445
	Iteration 0F: 3 clusters Score -2430108 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2434295.000000 Penalty: 4849.231445
	Iteration 1F: 3 clusters Score -2434295 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2434810.250000 Penalty: 4849.231445
	Iteration 2F: 3 clusters Score -2434810 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2435343.250000 Penalty: 4849.231445
	Iteration 3F: 3 clusters Score -2435343 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2436085.250000 Penalty: 4849.231445
	Iteration 4F: 3 clusters Score -2436085 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2437049.000000 Penalty: 4849.231445
	Iteration 5F: 3 clusters Score -2437049 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2438052.750000 Penalty: 4849.231445
	Iteration 6F: 3 clusters Score -2438053 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2439055.750000 Penalty: 4849.231445
	Iteration 7F: 3 clusters Score -2439056 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2439884.750000 Penalty: 4849.231445
	Iteration 8Q: 3 clusters Score -2439885 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2440353.500000 Penalty: 4849.231445
	Iteration 9Q: 3 clusters Score -2440354 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2440603.250000 Penalty: 4849.231445
	Iteration 10Q: 3 clusters Score -2440603 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2440721.750000 Penalty: 4849.231445
	Iteration 11Q: 3 clusters Score -2440722 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2440776.500000 Penalty: 4849.231445
	Iteration 12Q: 3 clusters Score -2440776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2440814.000000 Penalty: 4849.231445
	Iteration 13Q: 3 clusters Score -2440814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2440828.750000 Penalty: 4849.231445
	Iteration 14Q: 3 clusters Score -2440829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2440835.000000 Penalty: 4849.231445
	Iteration 15Q: 3 clusters Score -2440835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2440844.000000 Penalty: 4849.231445
	Iteration 16Q: 3 clusters Score -2440844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2440848.250000 Penalty: 4849.231445
	Iteration 17Q: 3 clusters Score -2440848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2440850.250000 Penalty: 4849.231445
	Iteration 18Q: 3 clusters Score -2440850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2440854.500000 Penalty: 4849.231445
	Iteration 19Q: 3 clusters Score -2440854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2440856.750000 Penalty: 4849.231445
	Iteration 20F: 3 clusters Score -2440857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2440855.750000 Penalty: 4849.231445
	Iteration 21Q: 3 clusters Score -2440856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2440866.000000 Penalty: 4849.231445
	Iteration 22Q: 3 clusters Score -2440866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2440865.500000 Penalty: 4849.231445
	Iteration 23Q: 3 clusters Score -2440866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2440862.000000 Penalty: 4849.231445
	Iteration 24Q: 3 clusters Score -2440862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2440863.750000 Penalty: 4849.231445
	Iteration 25Q: 3 clusters Score -2440864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2440866.250000 Penalty: 4849.231445
	Iteration 26Q: 3 clusters Score -2440866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2440865.250000 Penalty: 4849.231445
	Iteration 27Q: 3 clusters Score -2440865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2440866.750000 Penalty: 4849.231445
	Iteration 28Q: 3 clusters Score -2440867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2440865.750000 Penalty: 4849.231445
	Iteration 29Q: 3 clusters Score -2440866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2440860.750000 Penalty: 4849.231445
	Iteration 30Q: 3 clusters Score -2440861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2440867.500000 Penalty: 4849.231445
	Iteration 31Q: 3 clusters Score -2440868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2440867.750000 Penalty: 4849.231445
	Iteration 32Q: 3 clusters Score -2440868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2440867.500000 Penalty: 4849.231445
	Iteration 33Q: 3 clusters Score -2440868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2440869.500000 Penalty: 4849.231445
	Iteration 34Q: 3 clusters Score -2440870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2440867.500000 Penalty: 4849.231445
	Iteration 35Q: 3 clusters Score -2440868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2440868.500000 Penalty: 4849.231445
	Iteration 36Q: 3 clusters Score -2440868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2440873.500000 Penalty: 4849.231445
	Iteration 37Q: 3 clusters Score -2440874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2440873.750000 Penalty: 4849.231445
	Iteration 38Q: 3 clusters Score -2440874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2440869.250000 Penalty: 4849.231445
	Iteration 39Q: 3 clusters Score -2440869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2440872.250000 Penalty: 4849.231445
	Iteration 40F: 3 clusters Score -2440872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2440876.750000 Penalty: 4849.231445
	Iteration 41Q: 3 clusters Score -2440877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2440878.000000 Penalty: 4849.231445
	Iteration 42Q: 3 clusters Score -2440878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2440878.000000 Penalty: 4849.231445
	Iteration 43F: 3 clusters Score -2440878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Entering Unmasked Estep 
Score: -6060475.500000 Penalty: 2648.927734
	Iteration 0F: 2 clusters Score -6060476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -6031365.500000 Penalty: 5297.855469
	Iteration 0F: 3 clusters Score -6031366 nChanged 19726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -6041863.000000 Penalty: 5297.855469
	Iteration 1F: 3 clusters Score -6041863 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -6042338.500000 Penalty: 5297.855469
	Iteration 2Q: 3 clusters Score -6042338 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -6042790.000000 Penalty: 5297.855469
	Iteration 3Q: 3 clusters Score -6042790 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -6043266.000000 Penalty: 5297.855469
	Iteration 4Q: 3 clusters Score -6043266 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -6043914.500000 Penalty: 5297.855469
	Iteration 5Q: 3 clusters Score -6043914 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -6044786.500000 Penalty: 5297.855469
	Iteration 6Q: 3 clusters Score -6044786 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -6046068.000000 Penalty: 5297.855469
	Iteration 7F: 3 clusters Score -6046068 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -6048079.500000 Penalty: 5297.855469
	Iteration 8F: 3 clusters Score -6048080 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -6050591.000000 Penalty: 5297.855469
	Iteration 9F: 3 clusters Score -6050591 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -6053315.500000 Penalty: 5297.855469
	Iteration 10F: 3 clusters Score -6053316 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -6055211.500000 Penalty: 5297.855469
	Iteration 11Q: 3 clusters Score -6055212 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -6056030.500000 Penalty: 5297.855469
	Iteration 12Q: 3 clusters Score -6056030 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -6056367.500000 Penalty: 5297.855469
	Iteration 13Q: 3 clusters Score -6056368 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -6056552.500000 Penalty: 5297.855469
	Iteration 14Q: 3 clusters Score -6056552 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -6056708.500000 Penalty: 5297.855469
	Iteration 15Q: 3 clusters Score -6056708 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -6056815.500000 Penalty: 5297.855469
	Iteration 16Q: 3 clusters Score -6056816 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -6056918.500000 Penalty: 5297.855469
	Iteration 17Q: 3 clusters Score -6056918 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -6057019.000000 Penalty: 5297.855469
	Iteration 18Q: 3 clusters Score -6057019 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -6057092.500000 Penalty: 5297.855469
	Iteration 19Q: 3 clusters Score -6057092 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -6057190.500000 Penalty: 5297.855469
	Iteration 20F: 3 clusters Score -6057190 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -6057255.000000 Penalty: 5297.855469
	Iteration 21Q: 3 clusters Score -6057255 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -6057322.500000 Penalty: 5297.855469
	Iteration 22Q: 3 clusters Score -6057322 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -6057366.000000 Penalty: 5297.855469
	Iteration 23Q: 3 clusters Score -6057366 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -6057439.000000 Penalty: 5297.855469
	Iteration 24Q: 3 clusters Score -6057439 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -6057491.000000 Penalty: 5297.855469
	Iteration 25Q: 3 clusters Score -6057491 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -6057564.500000 Penalty: 5297.855469
	Iteration 26Q: 3 clusters Score -6057564 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -6057577.000000 Penalty: 5297.855469
	Iteration 27Q: 3 clusters Score -6057577 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -6057654.500000 Penalty: 5297.855469
	Iteration 28Q: 3 clusters Score -6057654 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -6057696.000000 Penalty: 5297.855469
	Iteration 29Q: 3 clusters Score -6057696 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -6057710.000000 Penalty: 5297.855469
	Iteration 30Q: 3 clusters Score -6057710 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -6057742.500000 Penalty: 5297.855469
	Iteration 31Q: 3 clusters Score -6057742 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -6057777.000000 Penalty: 5297.855469
	Iteration 32Q: 3 clusters Score -6057777 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -6057806.500000 Penalty: 5297.855469
	Iteration 33Q: 3 clusters Score -6057806 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6057844.500000 Penalty: 5297.855469
	Iteration 34Q: 3 clusters Score -6057844 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -6057844.500000 Penalty: 5297.855469
	Iteration 35Q: 3 clusters Score -6057844 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -6057872.000000 Penalty: 5297.855469
	Iteration 36Q: 3 clusters Score -6057872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -6057887.000000 Penalty: 5297.855469
	Iteration 37Q: 3 clusters Score -6057887 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -6057905.000000 Penalty: 5297.855469
	Iteration 38Q: 3 clusters Score -6057905 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -6057942.500000 Penalty: 5297.855469
	Iteration 39Q: 3 clusters Score -6057942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6057939.000000 Penalty: 5297.855469
	Iteration 40F: 3 clusters Score -6057939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -6057941.500000 Penalty: 5297.855469
	Iteration 41Q: 3 clusters Score -6057942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6057950.500000 Penalty: 5297.855469
	Iteration 42Q: 3 clusters Score -6057950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6057958.000000 Penalty: 5297.855469
	Iteration 43Q: 3 clusters Score -6057958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6057979.000000 Penalty: 5297.855469
	Iteration 44Q: 3 clusters Score -6057979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6058006.500000 Penalty: 5297.855469
	Iteration 45Q: 3 clusters Score -6058006 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6058025.500000 Penalty: 5297.855469
	Iteration 46Q: 3 clusters Score -6058026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6058052.000000 Penalty: 5297.855469
	Iteration 47Q: 3 clusters Score -6058052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6058058.000000 Penalty: 5297.855469
	Iteration 48Q: 3 clusters Score -6058058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6058079.500000 Penalty: 5297.855469
	Iteration 49Q: 3 clusters Score -6058080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6058096.000000 Penalty: 5297.855469
	Iteration 50Q: 3 clusters Score -6058096 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6058103.000000 Penalty: 5297.855469
	Iteration 51Q: 3 clusters Score -6058103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -6058116.500000 Penalty: 5297.855469
	Iteration 52Q: 3 clusters Score -6058116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6058141.000000 Penalty: 5297.855469
	Iteration 53Q: 3 clusters Score -6058141 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6058146.000000 Penalty: 5297.855469
	Iteration 54Q: 3 clusters Score -6058146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6058142.000000 Penalty: 5297.855469
	Iteration 55Q: 3 clusters Score -6058142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6058152.000000 Penalty: 5297.855469
	Iteration 56Q: 3 clusters Score -6058152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6058158.500000 Penalty: 5297.855469
	Iteration 57Q: 3 clusters Score -6058158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6058178.500000 Penalty: 5297.855469
	Iteration 58Q: 3 clusters Score -6058178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6058192.000000 Penalty: 5297.855469
	Iteration 59Q: 3 clusters Score -6058192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6058189.500000 Penalty: 5297.855469
	Iteration 60F: 3 clusters Score -6058190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6058195.500000 Penalty: 5297.855469
	Iteration 61Q: 3 clusters Score -6058196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6058204.500000 Penalty: 5297.855469
	Iteration 62Q: 3 clusters Score -6058204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6058210.000000 Penalty: 5297.855469
	Iteration 63Q: 3 clusters Score -6058210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6058207.000000 Penalty: 5297.855469
	Iteration 64Q: 3 clusters Score -6058207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6058218.500000 Penalty: 5297.855469
	Iteration 65Q: 3 clusters Score -6058218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6058230.000000 Penalty: 5297.855469
	Iteration 66Q: 3 clusters Score -6058230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6058226.000000 Penalty: 5297.855469
	Iteration 67Q: 3 clusters Score -6058226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6058233.000000 Penalty: 5297.855469
	Iteration 68Q: 3 clusters Score -6058233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6058230.000000 Penalty: 5297.855469
	Iteration 69Q: 3 clusters Score -6058230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6058226.500000 Penalty: 5297.855469
	Iteration 70Q: 3 clusters Score -6058226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6058231.500000 Penalty: 5297.855469
	Iteration 71Q: 3 clusters Score -6058232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6058235.500000 Penalty: 5297.855469
	Iteration 72Q: 3 clusters Score -6058236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6058234.500000 Penalty: 5297.855469
	Iteration 73Q: 3 clusters Score -6058234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6058242.000000 Penalty: 5297.855469
	Iteration 74Q: 3 clusters Score -6058242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6058249.000000 Penalty: 5297.855469
	Iteration 75Q: 3 clusters Score -6058249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6058248.000000 Penalty: 5297.855469
	Iteration 76Q: 3 clusters Score -6058248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6058251.000000 Penalty: 5297.855469
	Iteration 77Q: 3 clusters Score -6058251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6058251.000000 Penalty: 5297.855469
	Iteration 78Q: 3 clusters Score -6058251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6058261.000000 Penalty: 5297.855469
	Iteration 79Q: 3 clusters Score -6058261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6058263.500000 Penalty: 5297.855469
	Iteration 80F: 3 clusters Score -6058264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6058272.000000 Penalty: 5297.855469
	Iteration 81Q: 3 clusters Score -6058272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6058272.500000 Penalty: 5297.855469
	Iteration 82Q: 3 clusters Score -6058272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6058272.000000 Penalty: 5297.855469
	Iteration 83Q: 3 clusters Score -6058272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6058274.000000 Penalty: 5297.855469
	Iteration 84Q: 3 clusters Score -6058274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6058270.000000 Penalty: 5297.855469
	Iteration 85Q: 3 clusters Score -6058270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6058271.500000 Penalty: 5297.855469
	Iteration 86Q: 3 clusters Score -6058272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6058272.500000 Penalty: 5297.855469
	Iteration 87Q: 3 clusters Score -6058272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6058272.500000 Penalty: 5297.855469
	Iteration 88Q: 3 clusters Score -6058272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6058270.500000 Penalty: 5297.855469
	Iteration 89Q: 3 clusters Score -6058270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6058271.500000 Penalty: 5297.855469
	Iteration 90Q: 3 clusters Score -6058272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6058277.000000 Penalty: 5297.855469
	Iteration 91Q: 3 clusters Score -6058277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6058280.500000 Penalty: 5297.855469
	Iteration 92Q: 3 clusters Score -6058280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6058280.500000 Penalty: 5297.855469
	Iteration 93Q: 3 clusters Score -6058280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6058284.500000 Penalty: 5297.855469
	Iteration 94Q: 3 clusters Score -6058284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6058284.500000 Penalty: 5297.855469
	Iteration 95Q: 3 clusters Score -6058284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6058283.500000 Penalty: 5297.855469
	Iteration 96Q: 3 clusters Score -6058284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6058288.000000 Penalty: 5297.855469
	Iteration 97Q: 3 clusters Score -6058288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6058288.000000 Penalty: 5297.855469
	Iteration 98F: 3 clusters Score -6058288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166173 members 
Entering Unmasked Estep 
Score: -22891920.000000 Penalty: 2981.154541
	Iteration 0F: 2 clusters Score -2.289192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 82717 members 
Entering Unmasked Estep 
Score: -22784030.000000 Penalty: 5962.309082
	Iteration 0F: 3 clusters Score -2.278403e+07 nChanged 79530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -22831648.000000 Penalty: 5962.309082
	Iteration 1F: 3 clusters Score -2.283165e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -22833722.000000 Penalty: 5962.309082
	Iteration 2Q: 3 clusters Score -2.283372e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96159 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -22836902.000000 Penalty: 5962.309082
	Iteration 3Q: 3 clusters Score -2.28369e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -22841520.000000 Penalty: 5962.309082
	Iteration 4F: 3 clusters Score -2.284152e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111444 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -22848024.000000 Penalty: 5962.309082
	Iteration 5F: 3 clusters Score -2.284802e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122104 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -22856856.000000 Penalty: 5962.309082
	Iteration 6F: 3 clusters Score -2.285686e+07 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133658 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -22867200.000000 Penalty: 5962.309082
	Iteration 7F: 3 clusters Score -2.28672e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143640 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -22875918.000000 Penalty: 5962.309082
	Iteration 8F: 3 clusters Score -2.287592e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150559 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -22881942.000000 Penalty: 5962.309082
	Iteration 9Q: 3 clusters Score -2.288194e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154620 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -22885694.000000 Penalty: 5962.309082
	Iteration 10Q: 3 clusters Score -2.288569e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156868 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -22887614.000000 Penalty: 5962.309082
	Iteration 11Q: 3 clusters Score -2.288761e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158130 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -22888586.000000 Penalty: 5962.309082
	Iteration 12Q: 3 clusters Score -2.288859e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -22888924.000000 Penalty: 5962.309082
	Iteration 13Q: 3 clusters Score -2.288892e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159529 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -22889158.000000 Penalty: 5962.309082
	Iteration 14Q: 3 clusters Score -2.288916e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160007 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -22889386.000000 Penalty: 5962.309082
	Iteration 15Q: 3 clusters Score -2.288939e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -22889502.000000 Penalty: 5962.309082
	Iteration 16Q: 3 clusters Score -2.28895e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160698 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -22889582.000000 Penalty: 5962.309082
	Iteration 17Q: 3 clusters Score -2.288958e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160934 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -22889656.000000 Penalty: 5962.309082
	Iteration 18Q: 3 clusters Score -2.288966e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161122 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -22889754.000000 Penalty: 5962.309082
	Iteration 19Q: 3 clusters Score -2.288975e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161266 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -22889766.000000 Penalty: 5962.309082
	Iteration 20F: 3 clusters Score -2.288977e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161387 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -22889778.000000 Penalty: 5962.309082
	Iteration 21Q: 3 clusters Score -2.288978e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161504 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -22889802.000000 Penalty: 5962.309082
	Iteration 22Q: 3 clusters Score -2.28898e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161600 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -22889806.000000 Penalty: 5962.309082
	Iteration 23Q: 3 clusters Score -2.288981e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161675 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -22889846.000000 Penalty: 5962.309082
	Iteration 24Q: 3 clusters Score -2.288985e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -22889812.000000 Penalty: 5962.309082
	Iteration 25Q: 3 clusters Score -2.288981e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161783 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -22889814.000000 Penalty: 5962.309082
	Iteration 26Q: 3 clusters Score -2.288981e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161819 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -22889812.000000 Penalty: 5962.309082
	Iteration 27Q: 3 clusters Score -2.288981e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161862 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -22889844.000000 Penalty: 5962.309082
	Iteration 28Q: 3 clusters Score -2.288984e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161897 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -22889840.000000 Penalty: 5962.309082
	Iteration 29Q: 3 clusters Score -2.288984e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161936 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -22889834.000000 Penalty: 5962.309082
	Iteration 30Q: 3 clusters Score -2.288983e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161964 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -22889832.000000 Penalty: 5962.309082
	Iteration 31Q: 3 clusters Score -2.288983e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -22889852.000000 Penalty: 5962.309082
	Iteration 32Q: 3 clusters Score -2.288985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162025 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -22889854.000000 Penalty: 5962.309082
	Iteration 33Q: 3 clusters Score -2.288985e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162047 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -22889822.000000 Penalty: 5962.309082
	Iteration 34Q: 3 clusters Score -2.288982e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162062 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -22889826.000000 Penalty: 5962.309082
	Iteration 35Q: 3 clusters Score -2.288983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162080 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -22889834.000000 Penalty: 5962.309082
	Iteration 36Q: 3 clusters Score -2.288983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162100 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -22889818.000000 Penalty: 5962.309082
	Iteration 37Q: 3 clusters Score -2.288982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162112 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -22889814.000000 Penalty: 5962.309082
	Iteration 38Q: 3 clusters Score -2.288981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162120 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -22889830.000000 Penalty: 5962.309082
	Iteration 39Q: 3 clusters Score -2.288983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162126 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -22889836.000000 Penalty: 5962.309082
	Iteration 40F: 3 clusters Score -2.288984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162129 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -22889822.000000 Penalty: 5962.309082
	Iteration 41Q: 3 clusters Score -2.288982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162131 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -22889822.000000 Penalty: 5962.309082
	Iteration 42Q: 3 clusters Score -2.288982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162131 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -22889822.000000 Penalty: 5962.309082
	Iteration 43F: 3 clusters Score -2.288982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 21867 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 50375 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 111705 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 9 contains 95474 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 229726 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 160186 members 
Mstep: Class 18 contains 17618 members 
Mstep: Class 19 contains 43528 members 
Mstep: Class 20 contains 166173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137463472.000000 Penalty: 72024.632812
Iteration 79Q: 22 clusters Score -1.374635e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 21907 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50378 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 111693 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 95402 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 839 members 
Mstep: Class 13 contains 229820 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8349 members 
Mstep: Class 17 contains 160128 members 
Mstep: Class 18 contains 17639 members 
Mstep: Class 19 contains 43558 members 
Mstep: Class 20 contains 166152 members 
Mstep: Class 21 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464112.000000 Penalty: 72024.632812
Iteration 80F: 22 clusters Score -1.374641e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96906 members 
Mstep: Class 2 contains 21936 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50381 members 
Mstep: Class 5 contains 2861 members 
Mstep: Class 6 contains 111686 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 95345 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 229890 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8351 members 
Mstep: Class 17 contains 160092 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 43589 members 
Mstep: Class 20 contains 166115 members 
Mstep: Class 21 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464432.000000 Penalty: 72024.632812
Iteration 81Q: 22 clusters Score -1.374644e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 21967 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50383 members 
Mstep: Class 5 contains 2861 members 
Mstep: Class 6 contains 111672 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95292 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 229954 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8352 members 
Mstep: Class 17 contains 160065 members 
Mstep: Class 18 contains 17687 members 
Mstep: Class 19 contains 43620 members 
Mstep: Class 20 contains 166090 members 
Mstep: Class 21 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464416.000000 Penalty: 72024.632812
Iteration 82Q: 22 clusters Score -1.374644e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 21993 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50388 members 
Mstep: Class 5 contains 2861 members 
Mstep: Class 6 contains 111639 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95251 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230030 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8349 members 
Mstep: Class 17 contains 160031 members 
Mstep: Class 18 contains 17711 members 
Mstep: Class 19 contains 43650 members 
Mstep: Class 20 contains 166078 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464528.000000 Penalty: 72024.632812
Iteration 83Q: 22 clusters Score -1.374645e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 22011 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50391 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 111606 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95213 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230088 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8344 members 
Mstep: Class 17 contains 160001 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 43681 members 
Mstep: Class 20 contains 166068 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464752.000000 Penalty: 72024.632812
Iteration 84Q: 22 clusters Score -1.374648e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 22023 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50391 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 111599 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95181 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230137 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8342 members 
Mstep: Class 17 contains 159988 members 
Mstep: Class 18 contains 17744 members 
Mstep: Class 19 contains 43699 members 
Mstep: Class 20 contains 166044 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464784.000000 Penalty: 72024.632812
Iteration 85Q: 22 clusters Score -1.374648e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96800 members 
Mstep: Class 2 contains 22034 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50394 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 111578 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95159 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230158 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8338 members 
Mstep: Class 17 contains 159984 members 
Mstep: Class 18 contains 17760 members 
Mstep: Class 19 contains 43716 members 
Mstep: Class 20 contains 166036 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464752.000000 Penalty: 72024.632812
Iteration 86Q: 22 clusters Score -1.374648e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 22049 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50397 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 111562 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95142 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230184 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 159988 members 
Mstep: Class 18 contains 17771 members 
Mstep: Class 19 contains 43728 members 
Mstep: Class 20 contains 166018 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464720.000000 Penalty: 72024.632812
Iteration 87Q: 22 clusters Score -1.374647e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50402 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 111547 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95137 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230196 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8335 members 
Mstep: Class 17 contains 159998 members 
Mstep: Class 18 contains 17779 members 
Mstep: Class 19 contains 43748 members 
Mstep: Class 20 contains 165987 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464624.000000 Penalty: 72024.632812
Iteration 88Q: 22 clusters Score -1.374646e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 22080 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50405 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 111538 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95126 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230215 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8335 members 
Mstep: Class 17 contains 160011 members 
Mstep: Class 18 contains 17784 members 
Mstep: Class 19 contains 43765 members 
Mstep: Class 20 contains 165961 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464608.000000 Penalty: 72024.632812
Iteration 89Q: 22 clusters Score -1.374646e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96718 members 
Mstep: Class 2 contains 22095 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50407 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 111526 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95112 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230227 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 160020 members 
Mstep: Class 18 contains 17790 members 
Mstep: Class 19 contains 43779 members 
Mstep: Class 20 contains 165948 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464704.000000 Penalty: 72024.632812
Iteration 90Q: 22 clusters Score -1.374647e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 22109 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50406 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 111517 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95094 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230238 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 160028 members 
Mstep: Class 18 contains 17795 members 
Mstep: Class 19 contains 43789 members 
Mstep: Class 20 contains 165938 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464624.000000 Penalty: 72024.632812
Iteration 91Q: 22 clusters Score -1.374646e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50406 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111507 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95085 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230228 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 160031 members 
Mstep: Class 18 contains 17807 members 
Mstep: Class 19 contains 43798 members 
Mstep: Class 20 contains 165935 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464544.000000 Penalty: 72024.632812
Iteration 92Q: 22 clusters Score -1.374645e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 22138 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50405 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111493 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95076 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230224 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 160038 members 
Mstep: Class 18 contains 17818 members 
Mstep: Class 19 contains 43801 members 
Mstep: Class 20 contains 165935 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464608.000000 Penalty: 72024.632812
Iteration 93Q: 22 clusters Score -1.374646e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 22150 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50405 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 111478 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95069 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230228 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160040 members 
Mstep: Class 18 contains 17825 members 
Mstep: Class 19 contains 43808 members 
Mstep: Class 20 contains 165929 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464624.000000 Penalty: 72024.632812
Iteration 94Q: 22 clusters Score -1.374646e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 22163 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50403 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 111473 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95063 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230227 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160043 members 
Mstep: Class 18 contains 17829 members 
Mstep: Class 19 contains 43812 members 
Mstep: Class 20 contains 165923 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464640.000000 Penalty: 72024.632812
Iteration 95Q: 22 clusters Score -1.374646e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 22173 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50405 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 111465 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95050 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230226 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 160051 members 
Mstep: Class 18 contains 17832 members 
Mstep: Class 19 contains 43821 members 
Mstep: Class 20 contains 165923 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464640.000000 Penalty: 72024.632812
Iteration 96Q: 22 clusters Score -1.374646e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 22186 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50406 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 111463 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95042 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230224 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160055 members 
Mstep: Class 18 contains 17833 members 
Mstep: Class 19 contains 43826 members 
Mstep: Class 20 contains 165919 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464544.000000 Penalty: 72024.632812
Iteration 97Q: 22 clusters Score -1.374645e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50407 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 111456 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95036 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230226 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160060 members 
Mstep: Class 18 contains 17834 members 
Mstep: Class 19 contains 43830 members 
Mstep: Class 20 contains 165915 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464512.000000 Penalty: 72024.632812
Iteration 98Q: 22 clusters Score -1.374645e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 22203 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50408 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 111451 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95033 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230232 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160063 members 
Mstep: Class 18 contains 17835 members 
Mstep: Class 19 contains 43834 members 
Mstep: Class 20 contains 165904 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464560.000000 Penalty: 72024.632812
Iteration 99Q: 22 clusters Score -1.374646e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 22210 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50406 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 111448 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95031 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230232 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160063 members 
Mstep: Class 18 contains 17839 members 
Mstep: Class 19 contains 43837 members 
Mstep: Class 20 contains 165901 members 
Mstep: Class 21 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464544.000000 Penalty: 72024.632812
Iteration 100F: 22 clusters Score -1.374645e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 22222 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50406 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111443 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 95025 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230230 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160070 members 
Mstep: Class 18 contains 17845 members 
Mstep: Class 19 contains 43839 members 
Mstep: Class 20 contains 165899 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464640.000000 Penalty: 72024.632812
Iteration 101Q: 22 clusters Score -1.374646e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96643 members 
Mstep: Class 2 contains 22224 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50406 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111440 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 95018 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230229 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160080 members 
Mstep: Class 18 contains 17844 members 
Mstep: Class 19 contains 43842 members 
Mstep: Class 20 contains 165900 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464736.000000 Penalty: 72024.632812
Iteration 102Q: 22 clusters Score -1.374647e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 22226 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50406 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111439 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 95012 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230231 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160086 members 
Mstep: Class 18 contains 17844 members 
Mstep: Class 19 contains 43843 members 
Mstep: Class 20 contains 165900 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464720.000000 Penalty: 72024.632812
Iteration 103Q: 22 clusters Score -1.374647e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 22228 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50406 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111439 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 95010 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230233 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160087 members 
Mstep: Class 18 contains 17844 members 
Mstep: Class 19 contains 43844 members 
Mstep: Class 20 contains 165900 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464768.000000 Penalty: 72024.632812
Iteration 104Q: 22 clusters Score -1.374648e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96633 members 
Mstep: Class 2 contains 22230 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50406 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111439 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 95009 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230232 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160089 members 
Mstep: Class 18 contains 17844 members 
Mstep: Class 19 contains 43844 members 
Mstep: Class 20 contains 165901 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464736.000000 Penalty: 72024.632812
Iteration 105Q: 22 clusters Score -1.374647e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 22232 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50407 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111438 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 95006 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230232 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160091 members 
Mstep: Class 18 contains 17844 members 
Mstep: Class 19 contains 43848 members 
Mstep: Class 20 contains 165899 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464752.000000 Penalty: 72024.632812
Iteration 106Q: 22 clusters Score -1.374648e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96628 members 
Mstep: Class 2 contains 22237 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50408 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111437 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 95000 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230227 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160096 members 
Mstep: Class 18 contains 17845 members 
Mstep: Class 19 contains 43852 members 
Mstep: Class 20 contains 165897 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464784.000000 Penalty: 72024.632812
Iteration 107Q: 22 clusters Score -1.374648e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 22240 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50409 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111435 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94997 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230222 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160097 members 
Mstep: Class 18 contains 17847 members 
Mstep: Class 19 contains 43859 members 
Mstep: Class 20 contains 165890 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464768.000000 Penalty: 72024.632812
Iteration 108Q: 22 clusters Score -1.374648e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 22241 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50409 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111428 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94993 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230221 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160108 members 
Mstep: Class 18 contains 17851 members 
Mstep: Class 19 contains 43864 members 
Mstep: Class 20 contains 165882 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464656.000000 Penalty: 72024.632812
Iteration 109Q: 22 clusters Score -1.374647e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96635 members 
Mstep: Class 2 contains 22241 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50409 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111422 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94993 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230213 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160115 members 
Mstep: Class 18 contains 17858 members 
Mstep: Class 19 contains 43870 members 
Mstep: Class 20 contains 165871 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464672.000000 Penalty: 72024.632812
Iteration 110Q: 22 clusters Score -1.374647e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 22242 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50409 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111417 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94989 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230215 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160124 members 
Mstep: Class 18 contains 17862 members 
Mstep: Class 19 contains 43873 members 
Mstep: Class 20 contains 165860 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464608.000000 Penalty: 72024.632812
Iteration 111Q: 22 clusters Score -1.374646e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 22242 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50410 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111413 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94986 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230213 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160125 members 
Mstep: Class 18 contains 17865 members 
Mstep: Class 19 contains 43881 members 
Mstep: Class 20 contains 165856 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464672.000000 Penalty: 72024.632812
Iteration 112Q: 22 clusters Score -1.374647e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 22243 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50414 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111413 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94976 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230209 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 160137 members 
Mstep: Class 18 contains 17865 members 
Mstep: Class 19 contains 43886 members 
Mstep: Class 20 contains 165848 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464640.000000 Penalty: 72024.632812
Iteration 113Q: 22 clusters Score -1.374646e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96635 members 
Mstep: Class 2 contains 22243 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50418 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111411 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94976 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230206 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160148 members 
Mstep: Class 18 contains 17865 members 
Mstep: Class 19 contains 43886 members 
Mstep: Class 20 contains 165838 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464688.000000 Penalty: 72024.632812
Iteration 114Q: 22 clusters Score -1.374647e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 22243 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50421 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111410 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94976 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230198 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160152 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 43886 members 
Mstep: Class 20 contains 165837 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464624.000000 Penalty: 72024.632812
Iteration 115Q: 22 clusters Score -1.374646e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 22243 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50422 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111409 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94974 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230196 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160155 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 43888 members 
Mstep: Class 20 contains 165831 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464592.000000 Penalty: 72024.632812
Iteration 116Q: 22 clusters Score -1.374646e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 22243 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50424 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111409 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94975 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230193 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160151 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 43889 members 
Mstep: Class 20 contains 165831 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464608.000000 Penalty: 72024.632812
Iteration 117Q: 22 clusters Score -1.374646e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 22243 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111406 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94975 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230192 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160154 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 43890 members 
Mstep: Class 20 contains 165830 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464576.000000 Penalty: 72024.632812
Iteration 118Q: 22 clusters Score -1.374646e+08 nChanged 14
Entering ConstructFrom: 
Score: -137464576.000000 Penalty: 72024.632812
Entering ConstructFrom: 
Trying to split cluster 1 (96644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Entering Unmasked Estep 
Score: -13361028.000000 Penalty: 2846.739746
	Iteration 0F: 2 clusters Score -1.336103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -13296164.000000 Penalty: 5693.479492
	Iteration 0F: 3 clusters Score -1.329616e+07 nChanged 45874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -13322414.000000 Penalty: 5693.479492
	Iteration 1F: 3 clusters Score -1.332241e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -13323273.000000 Penalty: 5693.479492
	Iteration 2Q: 3 clusters Score -1.332327e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -13324399.000000 Penalty: 5693.479492
	Iteration 3Q: 3 clusters Score -1.33244e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -13326420.000000 Penalty: 5693.479492
	Iteration 4Q: 3 clusters Score -1.332642e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -13329957.000000 Penalty: 5693.479492
	Iteration 5F: 3 clusters Score -1.332996e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -13335890.000000 Penalty: 5693.479492
	Iteration 6F: 3 clusters Score -1.333589e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -13344196.000000 Penalty: 5693.479492
	Iteration 7F: 3 clusters Score -1.33442e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -13351974.000000 Penalty: 5693.479492
	Iteration 8F: 3 clusters Score -1.335197e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -13356322.000000 Penalty: 5693.479492
	Iteration 9Q: 3 clusters Score -1.335632e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95846 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -13357740.000000 Penalty: 5693.479492
	Iteration 10Q: 3 clusters Score -1.335774e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96293 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13358196.000000 Penalty: 5693.479492
	Iteration 11Q: 3 clusters Score -1.33582e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13358388.000000 Penalty: 5693.479492
	Iteration 12Q: 3 clusters Score -1.335839e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96434 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13358461.000000 Penalty: 5693.479492
	Iteration 13Q: 3 clusters Score -1.335846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13358473.000000 Penalty: 5693.479492
	Iteration 14Q: 3 clusters Score -1.335847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13358481.000000 Penalty: 5693.479492
	Iteration 15Q: 3 clusters Score -1.335848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13358497.000000 Penalty: 5693.479492
	Iteration 16Q: 3 clusters Score -1.33585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13358499.000000 Penalty: 5693.479492
	Iteration 17Q: 3 clusters Score -1.33585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13358499.000000 Penalty: 5693.479492
	Iteration 18F: 3 clusters Score -1.33585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Entering Unmasked Estep 
Score: -3017889.000000 Penalty: 2482.437256
	Iteration 0F: 2 clusters Score -3017889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -3002219.500000 Penalty: 4964.874512
	Iteration 0F: 3 clusters Score -3002220 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3007927.000000 Penalty: 4964.874512
	Iteration 1F: 3 clusters Score -3007927 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3008612.750000 Penalty: 4964.874512
	Iteration 2F: 3 clusters Score -3008613 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3009326.500000 Penalty: 4964.874512
	Iteration 3F: 3 clusters Score -3009326 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3010050.250000 Penalty: 4964.874512
	Iteration 4F: 3 clusters Score -3010050 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3010798.500000 Penalty: 4964.874512
	Iteration 5F: 3 clusters Score -3010798 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3011626.250000 Penalty: 4964.874512
	Iteration 6F: 3 clusters Score -3011626 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3012458.000000 Penalty: 4964.874512
	Iteration 7F: 3 clusters Score -3012458 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3013075.500000 Penalty: 4964.874512
	Iteration 8Q: 3 clusters Score -3013076 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3013483.500000 Penalty: 4964.874512
	Iteration 9Q: 3 clusters Score -3013484 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3013702.000000 Penalty: 4964.874512
	Iteration 10Q: 3 clusters Score -3013702 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3013860.750000 Penalty: 4964.874512
	Iteration 11Q: 3 clusters Score -3013861 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3014016.250000 Penalty: 4964.874512
	Iteration 12Q: 3 clusters Score -3014016 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3014164.250000 Penalty: 4964.874512
	Iteration 13Q: 3 clusters Score -3014164 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3014323.750000 Penalty: 4964.874512
	Iteration 14Q: 3 clusters Score -3014324 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3014466.000000 Penalty: 4964.874512
	Iteration 15Q: 3 clusters Score -3014466 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3014607.500000 Penalty: 4964.874512
	Iteration 16Q: 3 clusters Score -3014608 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3014744.750000 Penalty: 4964.874512
	Iteration 17Q: 3 clusters Score -3014745 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3014862.500000 Penalty: 4964.874512
	Iteration 18Q: 3 clusters Score -3014862 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3014962.750000 Penalty: 4964.874512
	Iteration 19Q: 3 clusters Score -3014963 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3015041.500000 Penalty: 4964.874512
	Iteration 20F: 3 clusters Score -3015042 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3015111.750000 Penalty: 4964.874512
	Iteration 21Q: 3 clusters Score -3015112 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -3015202.750000 Penalty: 4964.874512
	Iteration 22Q: 3 clusters Score -3015203 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3015292.250000 Penalty: 4964.874512
	Iteration 23Q: 3 clusters Score -3015292 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3015356.750000 Penalty: 4964.874512
	Iteration 24Q: 3 clusters Score -3015357 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3015414.000000 Penalty: 4964.874512
	Iteration 25Q: 3 clusters Score -3015414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3015445.250000 Penalty: 4964.874512
	Iteration 26Q: 3 clusters Score -3015445 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3015471.500000 Penalty: 4964.874512
	Iteration 27Q: 3 clusters Score -3015472 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3015499.000000 Penalty: 4964.874512
	Iteration 28Q: 3 clusters Score -3015499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3015517.250000 Penalty: 4964.874512
	Iteration 29Q: 3 clusters Score -3015517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3015545.250000 Penalty: 4964.874512
	Iteration 30Q: 3 clusters Score -3015545 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3015563.500000 Penalty: 4964.874512
	Iteration 31Q: 3 clusters Score -3015564 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3015574.250000 Penalty: 4964.874512
	Iteration 32Q: 3 clusters Score -3015574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3015598.500000 Penalty: 4964.874512
	Iteration 33Q: 3 clusters Score -3015598 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3015623.250000 Penalty: 4964.874512
	Iteration 34Q: 3 clusters Score -3015623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3015639.500000 Penalty: 4964.874512
	Iteration 35Q: 3 clusters Score -3015640 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3015654.000000 Penalty: 4964.874512
	Iteration 36Q: 3 clusters Score -3015654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3015691.250000 Penalty: 4964.874512
	Iteration 37Q: 3 clusters Score -3015691 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3015735.000000 Penalty: 4964.874512
	Iteration 38Q: 3 clusters Score -3015735 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3015783.500000 Penalty: 4964.874512
	Iteration 39Q: 3 clusters Score -3015784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3015826.750000 Penalty: 4964.874512
	Iteration 40F: 3 clusters Score -3015827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3015858.750000 Penalty: 4964.874512
	Iteration 41Q: 3 clusters Score -3015859 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3015903.250000 Penalty: 4964.874512
	Iteration 42Q: 3 clusters Score -3015903 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3015936.000000 Penalty: 4964.874512
	Iteration 43Q: 3 clusters Score -3015936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3015961.500000 Penalty: 4964.874512
	Iteration 44Q: 3 clusters Score -3015962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3015994.000000 Penalty: 4964.874512
	Iteration 45Q: 3 clusters Score -3015994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3016016.000000 Penalty: 4964.874512
	Iteration 46Q: 3 clusters Score -3016016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3016028.250000 Penalty: 4964.874512
	Iteration 47Q: 3 clusters Score -3016028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3016046.000000 Penalty: 4964.874512
	Iteration 48Q: 3 clusters Score -3016046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3016057.000000 Penalty: 4964.874512
	Iteration 49Q: 3 clusters Score -3016057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3016059.250000 Penalty: 4964.874512
	Iteration 50Q: 3 clusters Score -3016059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3016064.500000 Penalty: 4964.874512
	Iteration 51Q: 3 clusters Score -3016064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3016069.000000 Penalty: 4964.874512
	Iteration 52Q: 3 clusters Score -3016069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3016084.750000 Penalty: 4964.874512
	Iteration 53Q: 3 clusters Score -3016085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3016084.000000 Penalty: 4964.874512
	Iteration 54Q: 3 clusters Score -3016084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3016088.750000 Penalty: 4964.874512
	Iteration 55Q: 3 clusters Score -3016089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3016091.000000 Penalty: 4964.874512
	Iteration 56Q: 3 clusters Score -3016091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3016093.750000 Penalty: 4964.874512
	Iteration 57Q: 3 clusters Score -3016094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3016101.250000 Penalty: 4964.874512
	Iteration 58Q: 3 clusters Score -3016101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3016114.250000 Penalty: 4964.874512
	Iteration 59Q: 3 clusters Score -3016114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3016132.000000 Penalty: 4964.874512
	Iteration 60F: 3 clusters Score -3016132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -3016134.250000 Penalty: 4964.874512
	Iteration 61Q: 3 clusters Score -3016134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3016137.750000 Penalty: 4964.874512
	Iteration 62Q: 3 clusters Score -3016138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3016141.750000 Penalty: 4964.874512
	Iteration 63Q: 3 clusters Score -3016142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -3016140.250000 Penalty: 4964.874512
	Iteration 64Q: 3 clusters Score -3016140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3016142.000000 Penalty: 4964.874512
	Iteration 65Q: 3 clusters Score -3016142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3016143.250000 Penalty: 4964.874512
	Iteration 66Q: 3 clusters Score -3016143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -3016142.500000 Penalty: 4964.874512
	Iteration 67Q: 3 clusters Score -3016142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -3016142.500000 Penalty: 4964.874512
	Iteration 68F: 3 clusters Score -3016142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44200.964844 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -44200.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42882.015625 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -42882.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43040.519531 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -43040.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43060.328125 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -43060.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43066.375000 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -43066.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43072.035156 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -43072.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43072.035156 Penalty: 2913.965820
	Iteration 5F: 3 clusters Score -43072.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Entering Unmasked Estep 
Score: -6779942.500000 Penalty: 2685.414062
	Iteration 0F: 2 clusters Score -6779942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -6745794.000000 Penalty: 5370.828125
	Iteration 0F: 3 clusters Score -6745794 nChanged 23546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -6758784.000000 Penalty: 5370.828125
	Iteration 1F: 3 clusters Score -6758784 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -6759390.000000 Penalty: 5370.828125
	Iteration 2Q: 3 clusters Score -6759390 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -6760097.500000 Penalty: 5370.828125
	Iteration 3Q: 3 clusters Score -6760098 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -6761003.500000 Penalty: 5370.828125
	Iteration 4Q: 3 clusters Score -6761004 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -6762377.000000 Penalty: 5370.828125
	Iteration 5F: 3 clusters Score -6762377 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -6764573.500000 Penalty: 5370.828125
	Iteration 6F: 3 clusters Score -6764574 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -6767746.500000 Penalty: 5370.828125
	Iteration 7F: 3 clusters Score -6767746 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -6771336.500000 Penalty: 5370.828125
	Iteration 8F: 3 clusters Score -6771336 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -6774259.000000 Penalty: 5370.828125
	Iteration 9F: 3 clusters Score -6774259 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6776152.000000 Penalty: 5370.828125
	Iteration 10Q: 3 clusters Score -6776152 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6777071.000000 Penalty: 5370.828125
	Iteration 11Q: 3 clusters Score -6777071 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6777397.000000 Penalty: 5370.828125
	Iteration 12Q: 3 clusters Score -6777397 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6777539.500000 Penalty: 5370.828125
	Iteration 13Q: 3 clusters Score -6777540 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6777596.000000 Penalty: 5370.828125
	Iteration 14Q: 3 clusters Score -6777596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6777634.000000 Penalty: 5370.828125
	Iteration 15Q: 3 clusters Score -6777634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6777668.000000 Penalty: 5370.828125
	Iteration 16Q: 3 clusters Score -6777668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6777699.000000 Penalty: 5370.828125
	Iteration 17Q: 3 clusters Score -6777699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6777720.000000 Penalty: 5370.828125
	Iteration 18Q: 3 clusters Score -6777720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6777733.500000 Penalty: 5370.828125
	Iteration 19Q: 3 clusters Score -6777734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6777732.000000 Penalty: 5370.828125
	Iteration 20F: 3 clusters Score -6777732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6777735.000000 Penalty: 5370.828125
	Iteration 21Q: 3 clusters Score -6777735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6777737.000000 Penalty: 5370.828125
	Iteration 22Q: 3 clusters Score -6777737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6777737.000000 Penalty: 5370.828125
	Iteration 23Q: 3 clusters Score -6777737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6777739.000000 Penalty: 5370.828125
	Iteration 24Q: 3 clusters Score -6777739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6777739.000000 Penalty: 5370.828125
	Iteration 25F: 3 clusters Score -6777739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -367005.031250 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -367005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -363824.531250 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -363824.5 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -364486.468750 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -364486.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -364658.593750 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -364658.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -364762.531250 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -364762.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -364839.625000 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -364839.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -364894.500000 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -364894.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -364922.718750 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -364922.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -364943.968750 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -364944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -364967.187500 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -364967.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -364992.093750 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -364992.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -365012.968750 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -365013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -365034.093750 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -365034.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -365046.437500 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -365046.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -365059.093750 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -365059.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -365074.812500 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -365074.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -365094.156250 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -365094.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -365114.437500 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -365114.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -365140.875000 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -365140.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -365165.250000 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -365165.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -365184.593750 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -365184.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -365199.968750 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -365200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -365218.781250 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -365218.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -365236.562500 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -365236.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -365249.781250 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -365249.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -365266.093750 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -365266.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -365279.531250 Penalty: 3947.107178
	Iteration 25Q: 3 clusters Score -365279.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -365295.125000 Penalty: 3947.107178
	Iteration 26Q: 3 clusters Score -365295.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -365306.656250 Penalty: 3947.107178
	Iteration 27Q: 3 clusters Score -365306.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -365316.437500 Penalty: 3947.107178
	Iteration 28Q: 3 clusters Score -365316.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -365323.968750 Penalty: 3947.107178
	Iteration 29Q: 3 clusters Score -365324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -365330.656250 Penalty: 3947.107178
	Iteration 30Q: 3 clusters Score -365330.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -365334.812500 Penalty: 3947.107178
	Iteration 31Q: 3 clusters Score -365334.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -365339.875000 Penalty: 3947.107178
	Iteration 32Q: 3 clusters Score -365339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -365342.218750 Penalty: 3947.107178
	Iteration 33Q: 3 clusters Score -365342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -365344.781250 Penalty: 3947.107178
	Iteration 34Q: 3 clusters Score -365344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -365346.000000 Penalty: 3947.107178
	Iteration 35Q: 3 clusters Score -365346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -365348.781250 Penalty: 3947.107178
	Iteration 36Q: 3 clusters Score -365348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -365351.000000 Penalty: 3947.107178
	Iteration 37Q: 3 clusters Score -365351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -365351.781250 Penalty: 3947.107178
	Iteration 38Q: 3 clusters Score -365351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -365354.656250 Penalty: 3947.107178
	Iteration 39Q: 3 clusters Score -365354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -365355.468750 Penalty: 3947.107178
	Iteration 40F: 3 clusters Score -365355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -365356.937500 Penalty: 3947.107178
	Iteration 41Q: 3 clusters Score -365356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -365360.062500 Penalty: 3947.107178
	Iteration 42Q: 3 clusters Score -365360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -365363.281250 Penalty: 3947.107178
	Iteration 43Q: 3 clusters Score -365363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -365365.312500 Penalty: 3947.107178
	Iteration 44Q: 3 clusters Score -365365.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -365366.093750 Penalty: 3947.107178
	Iteration 45Q: 3 clusters Score -365366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -365367.093750 Penalty: 3947.107178
	Iteration 46Q: 3 clusters Score -365367.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -365367.093750 Penalty: 3947.107178
	Iteration 47F: 3 clusters Score -365367.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (111407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Entering Unmasked Estep 
Score: -15439396.000000 Penalty: 2881.994385
	Iteration 0F: 2 clusters Score -1.54394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -15365212.000000 Penalty: 5763.988770
	Iteration 0F: 3 clusters Score -1.536521e+07 nChanged 52525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -15395123.000000 Penalty: 5763.988770
	Iteration 1F: 3 clusters Score -1.539512e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -15395735.000000 Penalty: 5763.988770
	Iteration 2Q: 3 clusters Score -1.539574e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -15396244.000000 Penalty: 5763.988770
	Iteration 3Q: 3 clusters Score -1.539624e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -15396878.000000 Penalty: 5763.988770
	Iteration 4Q: 3 clusters Score -1.539688e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -15397432.000000 Penalty: 5763.988770
	Iteration 5Q: 3 clusters Score -1.539743e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -15398123.000000 Penalty: 5763.988770
	Iteration 6Q: 3 clusters Score -1.539812e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -15398776.000000 Penalty: 5763.988770
	Iteration 7Q: 3 clusters Score -1.539878e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -15399611.000000 Penalty: 5763.988770
	Iteration 8Q: 3 clusters Score -1.539961e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -15400764.000000 Penalty: 5763.988770
	Iteration 9Q: 3 clusters Score -1.540076e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -15402624.000000 Penalty: 5763.988770
	Iteration 10Q: 3 clusters Score -1.540262e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -15405361.000000 Penalty: 5763.988770
	Iteration 11Q: 3 clusters Score -1.540536e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -15409340.000000 Penalty: 5763.988770
	Iteration 12F: 3 clusters Score -1.540934e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -15414531.000000 Penalty: 5763.988770
	Iteration 13F: 3 clusters Score -1.541453e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -15419196.000000 Penalty: 5763.988770
	Iteration 14F: 3 clusters Score -1.54192e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -15422198.000000 Penalty: 5763.988770
	Iteration 15Q: 3 clusters Score -1.54222e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 83378 members 
Entering Unmasked Estep 
Score: -15423951.000000 Penalty: 5763.988770
	Iteration 16Q: 3 clusters Score -1.542395e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -15425186.000000 Penalty: 5763.988770
	Iteration 17Q: 3 clusters Score -1.542519e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -15426287.000000 Penalty: 5763.988770
	Iteration 18Q: 3 clusters Score -1.542629e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 89538 members 
Entering Unmasked Estep 
Score: -15427424.000000 Penalty: 5763.988770
	Iteration 19Q: 3 clusters Score -1.542742e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 91435 members 
Entering Unmasked Estep 
Score: -15428466.000000 Penalty: 5763.988770
	Iteration 20F: 3 clusters Score -1.542847e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -15429625.000000 Penalty: 5763.988770
	Iteration 21Q: 3 clusters Score -1.542962e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 95077 members 
Entering Unmasked Estep 
Score: -15430727.000000 Penalty: 5763.988770
	Iteration 22Q: 3 clusters Score -1.543073e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 96723 members 
Entering Unmasked Estep 
Score: -15431736.000000 Penalty: 5763.988770
	Iteration 23Q: 3 clusters Score -1.543174e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 98181 members 
Entering Unmasked Estep 
Score: -15432594.000000 Penalty: 5763.988770
	Iteration 24Q: 3 clusters Score -1.543259e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -15433287.000000 Penalty: 5763.988770
	Iteration 25Q: 3 clusters Score -1.543329e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -15433899.000000 Penalty: 5763.988770
	Iteration 26Q: 3 clusters Score -1.54339e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 101707 members 
Entering Unmasked Estep 
Score: -15434411.000000 Penalty: 5763.988770
	Iteration 27Q: 3 clusters Score -1.543441e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -15434770.000000 Penalty: 5763.988770
	Iteration 28Q: 3 clusters Score -1.543477e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -15435117.000000 Penalty: 5763.988770
	Iteration 29Q: 3 clusters Score -1.543512e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -15435372.000000 Penalty: 5763.988770
	Iteration 30Q: 3 clusters Score -1.543537e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 104912 members 
Entering Unmasked Estep 
Score: -15435615.000000 Penalty: 5763.988770
	Iteration 31Q: 3 clusters Score -1.543562e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 105549 members 
Entering Unmasked Estep 
Score: -15435911.000000 Penalty: 5763.988770
	Iteration 32Q: 3 clusters Score -1.543591e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 106099 members 
Entering Unmasked Estep 
Score: -15436120.000000 Penalty: 5763.988770
	Iteration 33Q: 3 clusters Score -1.543612e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 106631 members 
Entering Unmasked Estep 
Score: -15436266.000000 Penalty: 5763.988770
	Iteration 34Q: 3 clusters Score -1.543627e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 107092 members 
Entering Unmasked Estep 
Score: -15436391.000000 Penalty: 5763.988770
	Iteration 35Q: 3 clusters Score -1.543639e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 107473 members 
Entering Unmasked Estep 
Score: -15436534.000000 Penalty: 5763.988770
	Iteration 36Q: 3 clusters Score -1.543653e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 107807 members 
Entering Unmasked Estep 
Score: -15436586.000000 Penalty: 5763.988770
	Iteration 37Q: 3 clusters Score -1.543659e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 108099 members 
Entering Unmasked Estep 
Score: -15436695.000000 Penalty: 5763.988770
	Iteration 38Q: 3 clusters Score -1.54367e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 108351 members 
Entering Unmasked Estep 
Score: -15436754.000000 Penalty: 5763.988770
	Iteration 39Q: 3 clusters Score -1.543675e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -15436807.000000 Penalty: 5763.988770
	Iteration 40F: 3 clusters Score -1.543681e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -15436841.000000 Penalty: 5763.988770
	Iteration 41Q: 3 clusters Score -1.543684e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 108827 members 
Entering Unmasked Estep 
Score: -15436878.000000 Penalty: 5763.988770
	Iteration 42Q: 3 clusters Score -1.543688e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 108951 members 
Entering Unmasked Estep 
Score: -15436909.000000 Penalty: 5763.988770
	Iteration 43Q: 3 clusters Score -1.543691e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 109043 members 
Entering Unmasked Estep 
Score: -15436919.000000 Penalty: 5763.988770
	Iteration 44Q: 3 clusters Score -1.543692e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 109131 members 
Entering Unmasked Estep 
Score: -15436965.000000 Penalty: 5763.988770
	Iteration 45Q: 3 clusters Score -1.543696e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 109208 members 
Entering Unmasked Estep 
Score: -15436965.000000 Penalty: 5763.988770
	Iteration 46Q: 3 clusters Score -1.543696e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 109286 members 
Entering Unmasked Estep 
Score: -15436989.000000 Penalty: 5763.988770
	Iteration 47Q: 3 clusters Score -1.543699e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 109364 members 
Entering Unmasked Estep 
Score: -15437022.000000 Penalty: 5763.988770
	Iteration 48Q: 3 clusters Score -1.543702e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 109443 members 
Entering Unmasked Estep 
Score: -15437041.000000 Penalty: 5763.988770
	Iteration 49Q: 3 clusters Score -1.543704e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 109500 members 
Entering Unmasked Estep 
Score: -15437040.000000 Penalty: 5763.988770
	Iteration 50Q: 3 clusters Score -1.543704e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 109550 members 
Entering Unmasked Estep 
Score: -15437074.000000 Penalty: 5763.988770
	Iteration 51Q: 3 clusters Score -1.543707e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 109594 members 
Entering Unmasked Estep 
Score: -15437089.000000 Penalty: 5763.988770
	Iteration 52Q: 3 clusters Score -1.543709e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 109632 members 
Entering Unmasked Estep 
Score: -15437098.000000 Penalty: 5763.988770
	Iteration 53Q: 3 clusters Score -1.54371e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 109672 members 
Entering Unmasked Estep 
Score: -15437091.000000 Penalty: 5763.988770
	Iteration 54Q: 3 clusters Score -1.543709e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -15437104.000000 Penalty: 5763.988770
	Iteration 55Q: 3 clusters Score -1.54371e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 109741 members 
Entering Unmasked Estep 
Score: -15437107.000000 Penalty: 5763.988770
	Iteration 56Q: 3 clusters Score -1.543711e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 109777 members 
Entering Unmasked Estep 
Score: -15437125.000000 Penalty: 5763.988770
	Iteration 57Q: 3 clusters Score -1.543712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 109814 members 
Entering Unmasked Estep 
Score: -15437135.000000 Penalty: 5763.988770
	Iteration 58Q: 3 clusters Score -1.543714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 109856 members 
Entering Unmasked Estep 
Score: -15437160.000000 Penalty: 5763.988770
	Iteration 59Q: 3 clusters Score -1.543716e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 109892 members 
Entering Unmasked Estep 
Score: -15437147.000000 Penalty: 5763.988770
	Iteration 60F: 3 clusters Score -1.543715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 109913 members 
Entering Unmasked Estep 
Score: -15437154.000000 Penalty: 5763.988770
	Iteration 61Q: 3 clusters Score -1.543715e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -15437149.000000 Penalty: 5763.988770
	Iteration 62Q: 3 clusters Score -1.543715e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 109952 members 
Entering Unmasked Estep 
Score: -15437156.000000 Penalty: 5763.988770
	Iteration 63Q: 3 clusters Score -1.543716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 109964 members 
Entering Unmasked Estep 
Score: -15437157.000000 Penalty: 5763.988770
	Iteration 64Q: 3 clusters Score -1.543716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 109978 members 
Entering Unmasked Estep 
Score: -15437142.000000 Penalty: 5763.988770
	Iteration 65Q: 3 clusters Score -1.543714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 109987 members 
Entering Unmasked Estep 
Score: -15437152.000000 Penalty: 5763.988770
	Iteration 66Q: 3 clusters Score -1.543715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 109996 members 
Entering Unmasked Estep 
Score: -15437143.000000 Penalty: 5763.988770
	Iteration 67Q: 3 clusters Score -1.543714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -15437155.000000 Penalty: 5763.988770
	Iteration 68Q: 3 clusters Score -1.543716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 110014 members 
Entering Unmasked Estep 
Score: -15437171.000000 Penalty: 5763.988770
	Iteration 69Q: 3 clusters Score -1.543717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 110024 members 
Entering Unmasked Estep 
Score: -15437170.000000 Penalty: 5763.988770
	Iteration 70Q: 3 clusters Score -1.543717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 110033 members 
Entering Unmasked Estep 
Score: -15437174.000000 Penalty: 5763.988770
	Iteration 71Q: 3 clusters Score -1.543717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 110043 members 
Entering Unmasked Estep 
Score: -15437187.000000 Penalty: 5763.988770
	Iteration 72Q: 3 clusters Score -1.543719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 110054 members 
Entering Unmasked Estep 
Score: -15437189.000000 Penalty: 5763.988770
	Iteration 73Q: 3 clusters Score -1.543719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 110063 members 
Entering Unmasked Estep 
Score: -15437198.000000 Penalty: 5763.988770
	Iteration 74Q: 3 clusters Score -1.54372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 110070 members 
Entering Unmasked Estep 
Score: -15437197.000000 Penalty: 5763.988770
	Iteration 75Q: 3 clusters Score -1.54372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 110079 members 
Entering Unmasked Estep 
Score: -15437193.000000 Penalty: 5763.988770
	Iteration 76Q: 3 clusters Score -1.543719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 110080 members 
Entering Unmasked Estep 
Score: -15437187.000000 Penalty: 5763.988770
	Iteration 77Q: 3 clusters Score -1.543719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 110081 members 
Entering Unmasked Estep 
Score: -15437180.000000 Penalty: 5763.988770
	Iteration 78Q: 3 clusters Score -1.543718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 110081 members 
Entering Unmasked Estep 
Score: -15437180.000000 Penalty: 5763.988770
	Iteration 79F: 3 clusters Score -1.543718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -36166.019531 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -36166.02 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 176 members 
Entering Unmasked Estep 
Score: -34845.726562 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -34845.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35022.640625 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -35022.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35090.199219 Penalty: 2879.346924
	Iteration 2Q: 3 clusters Score -35090.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35152.429688 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -35152.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35166.656250 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -35166.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35181.074219 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -35181.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35185.574219 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -35185.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35190.648438 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -35190.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35198.332031 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -35198.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35224.832031 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -35224.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35283.351562 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -35283.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35336.003906 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -35336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35392.507812 Penalty: 2879.346924
	Iteration 12Q: 3 clusters Score -35392.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35530.488281 Penalty: 2879.346924
	Iteration 13Q: 3 clusters Score -35530.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35727.851562 Penalty: 2879.346924
	Iteration 14Q: 3 clusters Score -35727.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35878.125000 Penalty: 2879.346924
	Iteration 15Q: 3 clusters Score -35878.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35948.175781 Penalty: 2879.346924
	Iteration 16Q: 3 clusters Score -35948.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35972.941406 Penalty: 2879.346924
	Iteration 17Q: 3 clusters Score -35972.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35991.082031 Penalty: 2879.346924
	Iteration 18Q: 3 clusters Score -35991.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36015.605469 Penalty: 2879.346924
	Iteration 19Q: 3 clusters Score -36015.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36032.910156 Penalty: 2879.346924
	Iteration 20F: 3 clusters Score -36032.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36091.562500 Penalty: 2879.346924
	Iteration 21Q: 3 clusters Score -36091.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36139.632812 Penalty: 2879.346924
	Iteration 22Q: 3 clusters Score -36139.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -36172.457031 Penalty: 2879.346924
	Iteration 23Q: 3 clusters Score -36172.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -36189.140625 Penalty: 2879.346924
	Iteration 24Q: 3 clusters Score -36189.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -36202.312500 Penalty: 2879.346924
	Iteration 25Q: 3 clusters Score -36202.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36205.585938 Penalty: 2879.346924
	Iteration 26Q: 3 clusters Score -36205.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36205.585938 Penalty: 2879.346924
	Iteration 27F: 3 clusters Score -36205.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 22244 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50427 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111407 members 
Mstep: Class 7 contains 232 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94975 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230189 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160154 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 43890 members 
Mstep: Class 20 contains 165829 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 100 members 
Entering Unmasked Estep 
Score: -137462640.000000 Penalty: 75454.375000
Splitting cluster 7 changes total score from -137464576.000000 to -137462640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -115013.093750 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -115013.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113108.445312 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -113108.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113524.437500 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -113524.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -113755.375000 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -113755.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114022.492188 Penalty: 3407.031006
	Iteration 3F: 3 clusters Score -114022.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114258.171875 Penalty: 3407.031006
	Iteration 4F: 3 clusters Score -114258.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114358.570312 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -114358.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -114460.804688 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -114460.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -114575.859375 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -114575.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114748.515625 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -114748.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114898.234375 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -114898.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -114980.195312 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -114980.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -115048.656250 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -115048.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -115079.054688 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -115079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -115125.164062 Penalty: 3407.031006
	Iteration 13Q: 3 clusters Score -115125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -115165.960938 Penalty: 3407.031006
	Iteration 14Q: 3 clusters Score -115166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -115203.484375 Penalty: 3407.031006
	Iteration 15Q: 3 clusters Score -115203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -115206.781250 Penalty: 3407.031006
	Iteration 16Q: 3 clusters Score -115206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -115207.234375 Penalty: 3407.031006
	Iteration 17F: 3 clusters Score -115207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -115212.570312 Penalty: 3407.031006
	Iteration 18Q: 3 clusters Score -115212.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -115212.570312 Penalty: 3407.031006
	Iteration 19F: 3 clusters Score -115212.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 22244 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50427 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111407 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 94975 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230189 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160154 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 43890 members 
Mstep: Class 20 contains 165829 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 573 members 
Entering Unmasked Estep 
Score: -137463120.000000 Penalty: 75454.375000
Splitting cluster 8 changes total score from -137464576.000000 to -137463120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (94975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94975 members 
Entering Unmasked Estep 
Score: -13205101.000000 Penalty: 2842.419434
	Iteration 0F: 2 clusters Score -1.32051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -13141561.000000 Penalty: 5684.838867
	Iteration 0F: 3 clusters Score -1.314156e+07 nChanged 44709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -13167302.000000 Penalty: 5684.838867
	Iteration 1F: 3 clusters Score -1.31673e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -13168406.000000 Penalty: 5684.838867
	Iteration 2Q: 3 clusters Score -1.316841e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -13169815.000000 Penalty: 5684.838867
	Iteration 3Q: 3 clusters Score -1.316982e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -13172020.000000 Penalty: 5684.838867
	Iteration 4F: 3 clusters Score -1.317202e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -13175395.000000 Penalty: 5684.838867
	Iteration 5F: 3 clusters Score -1.31754e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -13180402.000000 Penalty: 5684.838867
	Iteration 6F: 3 clusters Score -1.31804e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -13186497.000000 Penalty: 5684.838867
	Iteration 7F: 3 clusters Score -1.31865e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -13192184.000000 Penalty: 5684.838867
	Iteration 8F: 3 clusters Score -1.319218e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -13196400.000000 Penalty: 5684.838867
	Iteration 9F: 3 clusters Score -1.31964e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84737 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -13198933.000000 Penalty: 5684.838867
	Iteration 10Q: 3 clusters Score -1.319893e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86638 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -13200362.000000 Penalty: 5684.838867
	Iteration 11Q: 3 clusters Score -1.320036e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -13201128.000000 Penalty: 5684.838867
	Iteration 12Q: 3 clusters Score -1.320113e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -13201646.000000 Penalty: 5684.838867
	Iteration 13Q: 3 clusters Score -1.320165e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -13202061.000000 Penalty: 5684.838867
	Iteration 14Q: 3 clusters Score -1.320206e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -13202364.000000 Penalty: 5684.838867
	Iteration 15Q: 3 clusters Score -1.320236e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -13202723.000000 Penalty: 5684.838867
	Iteration 16Q: 3 clusters Score -1.320272e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -13202951.000000 Penalty: 5684.838867
	Iteration 17Q: 3 clusters Score -1.320295e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -13203098.000000 Penalty: 5684.838867
	Iteration 18Q: 3 clusters Score -1.32031e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92191 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -13203261.000000 Penalty: 5684.838867
	Iteration 19Q: 3 clusters Score -1.320326e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -13203394.000000 Penalty: 5684.838867
	Iteration 20F: 3 clusters Score -1.320339e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92558 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -13203412.000000 Penalty: 5684.838867
	Iteration 21Q: 3 clusters Score -1.320341e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -13203482.000000 Penalty: 5684.838867
	Iteration 22Q: 3 clusters Score -1.320348e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92798 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -13203534.000000 Penalty: 5684.838867
	Iteration 23Q: 3 clusters Score -1.320353e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -13203528.000000 Penalty: 5684.838867
	Iteration 24Q: 3 clusters Score -1.320353e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -13203528.000000 Penalty: 5684.838867
	Iteration 25Q: 3 clusters Score -1.320353e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -13203536.000000 Penalty: 5684.838867
	Iteration 26Q: 3 clusters Score -1.320354e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13203550.000000 Penalty: 5684.838867
	Iteration 27Q: 3 clusters Score -1.320355e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93087 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -13203539.000000 Penalty: 5684.838867
	Iteration 28Q: 3 clusters Score -1.320354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -13203551.000000 Penalty: 5684.838867
	Iteration 29Q: 3 clusters Score -1.320355e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -13203550.000000 Penalty: 5684.838867
	Iteration 30Q: 3 clusters Score -1.320355e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -13203574.000000 Penalty: 5684.838867
	Iteration 31Q: 3 clusters Score -1.320357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93220 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -13203578.000000 Penalty: 5684.838867
	Iteration 32Q: 3 clusters Score -1.320358e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -13203571.000000 Penalty: 5684.838867
	Iteration 33Q: 3 clusters Score -1.320357e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93271 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -13203565.000000 Penalty: 5684.838867
	Iteration 34Q: 3 clusters Score -1.320356e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -13203562.000000 Penalty: 5684.838867
	Iteration 35Q: 3 clusters Score -1.320356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -13203572.000000 Penalty: 5684.838867
	Iteration 36Q: 3 clusters Score -1.320357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -13203576.000000 Penalty: 5684.838867
	Iteration 37Q: 3 clusters Score -1.320358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93335 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -13203575.000000 Penalty: 5684.838867
	Iteration 38Q: 3 clusters Score -1.320358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -13203572.000000 Penalty: 5684.838867
	Iteration 39Q: 3 clusters Score -1.320357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93365 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -13203572.000000 Penalty: 5684.838867
	Iteration 40F: 3 clusters Score -1.320357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -13203584.000000 Penalty: 5684.838867
	Iteration 41Q: 3 clusters Score -1.320358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -13203582.000000 Penalty: 5684.838867
	Iteration 42Q: 3 clusters Score -1.320358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13203585.000000 Penalty: 5684.838867
	Iteration 43Q: 3 clusters Score -1.320358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -13203588.000000 Penalty: 5684.838867
	Iteration 44Q: 3 clusters Score -1.320359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -13203590.000000 Penalty: 5684.838867
	Iteration 45Q: 3 clusters Score -1.320359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93399 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -13203593.000000 Penalty: 5684.838867
	Iteration 46Q: 3 clusters Score -1.320359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93399 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -13203590.000000 Penalty: 5684.838867
	Iteration 47Q: 3 clusters Score -1.320359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -13203598.000000 Penalty: 5684.838867
	Iteration 48Q: 3 clusters Score -1.32036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -13203598.000000 Penalty: 5684.838867
	Iteration 49F: 3 clusters Score -1.32036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -74456.281250 Penalty: 1600.889282
	Iteration 0F: 2 clusters Score -74456.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72903.039062 Penalty: 3201.778564
	Iteration 0F: 3 clusters Score -72903.04 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73323.429688 Penalty: 3201.778564
	Iteration 1F: 3 clusters Score -73323.43 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73603.859375 Penalty: 3201.778564
	Iteration 2F: 3 clusters Score -73603.86 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73844.148438 Penalty: 3201.778564
	Iteration 3F: 3 clusters Score -73844.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -73998.421875 Penalty: 3201.778564
	Iteration 4Q: 3 clusters Score -73998.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74156.921875 Penalty: 3201.778564
	Iteration 5Q: 3 clusters Score -74156.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74305.093750 Penalty: 3201.778564
	Iteration 6Q: 3 clusters Score -74305.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74403.898438 Penalty: 3201.778564
	Iteration 7Q: 3 clusters Score -74403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74436.523438 Penalty: 3201.778564
	Iteration 8Q: 3 clusters Score -74436.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74481.226562 Penalty: 3201.778564
	Iteration 9Q: 3 clusters Score -74481.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74673.125000 Penalty: 3201.778564
	Iteration 10Q: 3 clusters Score -74673.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74984.015625 Penalty: 3201.778564
	Iteration 11Q: 3 clusters Score -74984.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75006.835938 Penalty: 3201.778564
	Iteration 12Q: 3 clusters Score -75006.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75024.148438 Penalty: 3201.778564
	Iteration 13Q: 3 clusters Score -75024.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75040.984375 Penalty: 3201.778564
	Iteration 14Q: 3 clusters Score -75040.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75046.968750 Penalty: 3201.778564
	Iteration 15Q: 3 clusters Score -75046.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75069.265625 Penalty: 3201.778564
	Iteration 16F: 3 clusters Score -75069.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75127.398438 Penalty: 3201.778564
	Iteration 17Q: 3 clusters Score -75127.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75226.109375 Penalty: 3201.778564
	Iteration 18Q: 3 clusters Score -75226.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75329.531250 Penalty: 3201.778564
	Iteration 19Q: 3 clusters Score -75329.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75385.570312 Penalty: 3201.778564
	Iteration 20F: 3 clusters Score -75385.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -75410.835938 Penalty: 3201.778564
	Iteration 21Q: 3 clusters Score -75410.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -75425.132812 Penalty: 3201.778564
	Iteration 22Q: 3 clusters Score -75425.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -75436.179688 Penalty: 3201.778564
	Iteration 23Q: 3 clusters Score -75436.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -75440.781250 Penalty: 3201.778564
	Iteration 24Q: 3 clusters Score -75440.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -75440.781250 Penalty: 3201.778564
	Iteration 25F: 3 clusters Score -75440.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 22244 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50427 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111407 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94975 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230189 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160154 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 43890 members 
Mstep: Class 20 contains 165829 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 257 members 
Entering Unmasked Estep 
Score: -137463888.000000 Penalty: 75454.375000
Splitting cluster 10 changes total score from -137464576.000000 to -137463888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -378973.625000 Penalty: 1975.283081
	Iteration 0F: 2 clusters Score -378973.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -375774.781250 Penalty: 3950.566162
	Iteration 0F: 3 clusters Score -375774.8 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -376393.531250 Penalty: 3950.566162
	Iteration 1F: 3 clusters Score -376393.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -376535.531250 Penalty: 3950.566162
	Iteration 2F: 3 clusters Score -376535.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -376625.750000 Penalty: 3950.566162
	Iteration 3Q: 3 clusters Score -376625.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -376688.343750 Penalty: 3950.566162
	Iteration 4Q: 3 clusters Score -376688.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -376735.000000 Penalty: 3950.566162
	Iteration 5Q: 3 clusters Score -376735 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -376768.125000 Penalty: 3950.566162
	Iteration 6Q: 3 clusters Score -376768.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -376791.937500 Penalty: 3950.566162
	Iteration 7Q: 3 clusters Score -376791.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -376811.437500 Penalty: 3950.566162
	Iteration 8Q: 3 clusters Score -376811.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -376828.625000 Penalty: 3950.566162
	Iteration 9Q: 3 clusters Score -376828.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -376844.625000 Penalty: 3950.566162
	Iteration 10Q: 3 clusters Score -376844.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -376856.343750 Penalty: 3950.566162
	Iteration 11Q: 3 clusters Score -376856.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -376866.093750 Penalty: 3950.566162
	Iteration 12Q: 3 clusters Score -376866.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -376873.843750 Penalty: 3950.566162
	Iteration 13Q: 3 clusters Score -376873.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -376881.687500 Penalty: 3950.566162
	Iteration 14Q: 3 clusters Score -376881.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -376886.781250 Penalty: 3950.566162
	Iteration 15Q: 3 clusters Score -376886.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -376893.968750 Penalty: 3950.566162
	Iteration 16Q: 3 clusters Score -376894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -376904.093750 Penalty: 3950.566162
	Iteration 17Q: 3 clusters Score -376904.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -376910.156250 Penalty: 3950.566162
	Iteration 18Q: 3 clusters Score -376910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -376915.156250 Penalty: 3950.566162
	Iteration 19Q: 3 clusters Score -376915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -376918.781250 Penalty: 3950.566162
	Iteration 20F: 3 clusters Score -376918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -376923.125000 Penalty: 3950.566162
	Iteration 21Q: 3 clusters Score -376923.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -376924.968750 Penalty: 3950.566162
	Iteration 22Q: 3 clusters Score -376925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -376928.250000 Penalty: 3950.566162
	Iteration 23Q: 3 clusters Score -376928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -376930.156250 Penalty: 3950.566162
	Iteration 24Q: 3 clusters Score -376930.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -376933.000000 Penalty: 3950.566162
	Iteration 25Q: 3 clusters Score -376933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -376936.843750 Penalty: 3950.566162
	Iteration 26Q: 3 clusters Score -376936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -376940.875000 Penalty: 3950.566162
	Iteration 27Q: 3 clusters Score -376940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -376943.625000 Penalty: 3950.566162
	Iteration 28Q: 3 clusters Score -376943.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -376947.187500 Penalty: 3950.566162
	Iteration 29Q: 3 clusters Score -376947.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -376953.687500 Penalty: 3950.566162
	Iteration 30Q: 3 clusters Score -376953.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -376956.437500 Penalty: 3950.566162
	Iteration 31Q: 3 clusters Score -376956.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -376959.718750 Penalty: 3950.566162
	Iteration 32Q: 3 clusters Score -376959.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -376960.468750 Penalty: 3950.566162
	Iteration 33Q: 3 clusters Score -376960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -376960.531250 Penalty: 3950.566162
	Iteration 34Q: 3 clusters Score -376960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -376960.531250 Penalty: 3950.566162
	Iteration 35F: 3 clusters Score -376960.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -106227.171875 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -106227.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104418.250000 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -104418.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104711.156250 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -104711.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104803.132812 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -104803.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -104833.007812 Penalty: 3340.357422
	Iteration 3Q: 3 clusters Score -104833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104844.085938 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -104844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -104864.039062 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -104864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -104878.000000 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -104878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -104883.039062 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -104883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -104884.101562 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -104884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -104886.031250 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -104886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -104886.031250 Penalty: 3340.357422
	Iteration 10F: 3 clusters Score -104886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (230189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230189 members 
Entering Unmasked Estep 
Score: -31679024.000000 Penalty: 3061.970703
	Iteration 0F: 2 clusters Score -3.167902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115128 members 
Mstep: Class 2 contains 115061 members 
Entering Unmasked Estep 
Score: -31535612.000000 Penalty: 6123.941406
	Iteration 0F: 3 clusters Score -3.153561e+07 nChanged 110890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116000 members 
Mstep: Class 2 contains 114189 members 
Entering Unmasked Estep 
Score: -31599840.000000 Penalty: 6123.941406
	Iteration 1F: 3 clusters Score -3.159984e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116313 members 
Mstep: Class 2 contains 113876 members 
Entering Unmasked Estep 
Score: -31600476.000000 Penalty: 6123.941406
	Iteration 2Q: 3 clusters Score -3.160048e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116858 members 
Mstep: Class 2 contains 113331 members 
Entering Unmasked Estep 
Score: -31601178.000000 Penalty: 6123.941406
	Iteration 3Q: 3 clusters Score -3.160118e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117766 members 
Mstep: Class 2 contains 112423 members 
Entering Unmasked Estep 
Score: -31602196.000000 Penalty: 6123.941406
	Iteration 4Q: 3 clusters Score -3.16022e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119263 members 
Mstep: Class 2 contains 110926 members 
Entering Unmasked Estep 
Score: -31603228.000000 Penalty: 6123.941406
	Iteration 5Q: 3 clusters Score -3.160323e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121662 members 
Mstep: Class 2 contains 108527 members 
Entering Unmasked Estep 
Score: -31605160.000000 Penalty: 6123.941406
	Iteration 6Q: 3 clusters Score -3.160516e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125609 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -31608090.000000 Penalty: 6123.941406
	Iteration 7Q: 3 clusters Score -3.160809e+07 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131779 members 
Mstep: Class 2 contains 98410 members 
Entering Unmasked Estep 
Score: -31613590.000000 Penalty: 6123.941406
	Iteration 8Q: 3 clusters Score -3.161359e+07 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140644 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -31622238.000000 Penalty: 6123.941406
	Iteration 9F: 3 clusters Score -3.162224e+07 nChanged 16781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152121 members 
Mstep: Class 2 contains 78068 members 
Entering Unmasked Estep 
Score: -31635534.000000 Penalty: 6123.941406
	Iteration 10F: 3 clusters Score -3.163553e+07 nChanged 16862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164109 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -31650064.000000 Penalty: 6123.941406
	Iteration 11F: 3 clusters Score -3.165006e+07 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174027 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -31660706.000000 Penalty: 6123.941406
	Iteration 12F: 3 clusters Score -3.166071e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181871 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -31666018.000000 Penalty: 6123.941406
	Iteration 13Q: 3 clusters Score -3.166602e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188717 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -31668846.000000 Penalty: 6123.941406
	Iteration 14Q: 3 clusters Score -3.166885e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194720 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -31671250.000000 Penalty: 6123.941406
	Iteration 15Q: 3 clusters Score -3.167125e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199819 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -31673042.000000 Penalty: 6123.941406
	Iteration 16Q: 3 clusters Score -3.167304e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203795 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -31674164.000000 Penalty: 6123.941406
	Iteration 17Q: 3 clusters Score -3.167416e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206955 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -31674890.000000 Penalty: 6123.941406
	Iteration 18Q: 3 clusters Score -3.167489e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209528 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -31675318.000000 Penalty: 6123.941406
	Iteration 19Q: 3 clusters Score -3.167532e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211640 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -31675798.000000 Penalty: 6123.941406
	Iteration 20F: 3 clusters Score -3.16758e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213471 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -31676158.000000 Penalty: 6123.941406
	Iteration 21Q: 3 clusters Score -3.167616e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215021 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -31676268.000000 Penalty: 6123.941406
	Iteration 22Q: 3 clusters Score -3.167627e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216392 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -31676276.000000 Penalty: 6123.941406
	Iteration 23Q: 3 clusters Score -3.167628e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217604 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -31676452.000000 Penalty: 6123.941406
	Iteration 24Q: 3 clusters Score -3.167645e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218687 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -31676592.000000 Penalty: 6123.941406
	Iteration 25Q: 3 clusters Score -3.167659e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219637 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -31676616.000000 Penalty: 6123.941406
	Iteration 26Q: 3 clusters Score -3.167662e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220476 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -31676704.000000 Penalty: 6123.941406
	Iteration 27Q: 3 clusters Score -3.16767e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221178 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -31676722.000000 Penalty: 6123.941406
	Iteration 28Q: 3 clusters Score -3.167672e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221794 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -31676706.000000 Penalty: 6123.941406
	Iteration 29Q: 3 clusters Score -3.167671e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222387 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -31676704.000000 Penalty: 6123.941406
	Iteration 30Q: 3 clusters Score -3.16767e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222908 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -31676708.000000 Penalty: 6123.941406
	Iteration 31Q: 3 clusters Score -3.167671e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223396 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -31676770.000000 Penalty: 6123.941406
	Iteration 32Q: 3 clusters Score -3.167677e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223816 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -31676822.000000 Penalty: 6123.941406
	Iteration 33Q: 3 clusters Score -3.167682e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224206 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -31676872.000000 Penalty: 6123.941406
	Iteration 34Q: 3 clusters Score -3.167687e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224574 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -31676884.000000 Penalty: 6123.941406
	Iteration 35Q: 3 clusters Score -3.167688e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224923 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -31676938.000000 Penalty: 6123.941406
	Iteration 36Q: 3 clusters Score -3.167694e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225237 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -31676912.000000 Penalty: 6123.941406
	Iteration 37Q: 3 clusters Score -3.167691e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225509 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -31676826.000000 Penalty: 6123.941406
	Iteration 38Q: 3 clusters Score -3.167683e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225759 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -31676824.000000 Penalty: 6123.941406
	Iteration 39Q: 3 clusters Score -3.167682e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225986 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -31676890.000000 Penalty: 6123.941406
	Iteration 40F: 3 clusters Score -3.167689e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226197 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -31676950.000000 Penalty: 6123.941406
	Iteration 41Q: 3 clusters Score -3.167695e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226407 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -31676938.000000 Penalty: 6123.941406
	Iteration 42Q: 3 clusters Score -3.167694e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226604 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -31676860.000000 Penalty: 6123.941406
	Iteration 43Q: 3 clusters Score -3.167686e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226779 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -31676864.000000 Penalty: 6123.941406
	Iteration 44Q: 3 clusters Score -3.167686e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226947 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -31676888.000000 Penalty: 6123.941406
	Iteration 45Q: 3 clusters Score -3.167689e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227098 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -31676914.000000 Penalty: 6123.941406
	Iteration 46Q: 3 clusters Score -3.167691e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227234 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -31676894.000000 Penalty: 6123.941406
	Iteration 47Q: 3 clusters Score -3.167689e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227384 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -31676916.000000 Penalty: 6123.941406
	Iteration 48Q: 3 clusters Score -3.167692e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227520 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -31676910.000000 Penalty: 6123.941406
	Iteration 49Q: 3 clusters Score -3.167691e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227649 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -31676902.000000 Penalty: 6123.941406
	Iteration 50Q: 3 clusters Score -3.16769e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227761 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -31676924.000000 Penalty: 6123.941406
	Iteration 51Q: 3 clusters Score -3.167692e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227860 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -31676916.000000 Penalty: 6123.941406
	Iteration 52Q: 3 clusters Score -3.167692e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227963 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -31676870.000000 Penalty: 6123.941406
	Iteration 53Q: 3 clusters Score -3.167687e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228062 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -31676878.000000 Penalty: 6123.941406
	Iteration 54Q: 3 clusters Score -3.167688e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228148 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -31676884.000000 Penalty: 6123.941406
	Iteration 55Q: 3 clusters Score -3.167688e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228219 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -31676860.000000 Penalty: 6123.941406
	Iteration 56Q: 3 clusters Score -3.167686e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228275 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -31676908.000000 Penalty: 6123.941406
	Iteration 57Q: 3 clusters Score -3.167691e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228329 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -31676884.000000 Penalty: 6123.941406
	Iteration 58Q: 3 clusters Score -3.167688e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228385 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -31676886.000000 Penalty: 6123.941406
	Iteration 59Q: 3 clusters Score -3.167689e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228438 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -31676908.000000 Penalty: 6123.941406
	Iteration 60F: 3 clusters Score -3.167691e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228484 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -31676898.000000 Penalty: 6123.941406
	Iteration 61Q: 3 clusters Score -3.16769e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228531 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -31676900.000000 Penalty: 6123.941406
	Iteration 62Q: 3 clusters Score -3.16769e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228570 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -31676920.000000 Penalty: 6123.941406
	Iteration 63Q: 3 clusters Score -3.167692e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228609 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -31676920.000000 Penalty: 6123.941406
	Iteration 64Q: 3 clusters Score -3.167692e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228643 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -31676956.000000 Penalty: 6123.941406
	Iteration 65Q: 3 clusters Score -3.167696e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228674 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -31676948.000000 Penalty: 6123.941406
	Iteration 66Q: 3 clusters Score -3.167695e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228711 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -31676948.000000 Penalty: 6123.941406
	Iteration 67Q: 3 clusters Score -3.167695e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228750 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -31676914.000000 Penalty: 6123.941406
	Iteration 68Q: 3 clusters Score -3.167691e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228773 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -31676888.000000 Penalty: 6123.941406
	Iteration 69Q: 3 clusters Score -3.167689e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228804 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -31676892.000000 Penalty: 6123.941406
	Iteration 70Q: 3 clusters Score -3.167689e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228824 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -31676864.000000 Penalty: 6123.941406
	Iteration 71Q: 3 clusters Score -3.167686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228835 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -31676856.000000 Penalty: 6123.941406
	Iteration 72Q: 3 clusters Score -3.167686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228843 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -31676868.000000 Penalty: 6123.941406
	Iteration 73Q: 3 clusters Score -3.167687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228856 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -31676846.000000 Penalty: 6123.941406
	Iteration 74Q: 3 clusters Score -3.167685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228863 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -31676866.000000 Penalty: 6123.941406
	Iteration 75Q: 3 clusters Score -3.167687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228871 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -31676858.000000 Penalty: 6123.941406
	Iteration 76Q: 3 clusters Score -3.167686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228884 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -31676880.000000 Penalty: 6123.941406
	Iteration 77Q: 3 clusters Score -3.167688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228891 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -31676866.000000 Penalty: 6123.941406
	Iteration 78Q: 3 clusters Score -3.167687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228902 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -31676860.000000 Penalty: 6123.941406
	Iteration 79Q: 3 clusters Score -3.167686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228911 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -31676876.000000 Penalty: 6123.941406
	Iteration 80F: 3 clusters Score -3.167688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228922 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -31676874.000000 Penalty: 6123.941406
	Iteration 81Q: 3 clusters Score -3.167687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228935 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -31676900.000000 Penalty: 6123.941406
	Iteration 82Q: 3 clusters Score -3.16769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228944 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -31676890.000000 Penalty: 6123.941406
	Iteration 83Q: 3 clusters Score -3.167689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228954 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -31676876.000000 Penalty: 6123.941406
	Iteration 84Q: 3 clusters Score -3.167688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228962 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -31676878.000000 Penalty: 6123.941406
	Iteration 85Q: 3 clusters Score -3.167688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228964 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -31676882.000000 Penalty: 6123.941406
	Iteration 86Q: 3 clusters Score -3.167688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228971 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -31676874.000000 Penalty: 6123.941406
	Iteration 87Q: 3 clusters Score -3.167687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228974 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -31676888.000000 Penalty: 6123.941406
	Iteration 88Q: 3 clusters Score -3.167689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228975 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -31676898.000000 Penalty: 6123.941406
	Iteration 89Q: 3 clusters Score -3.16769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228977 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -31676892.000000 Penalty: 6123.941406
	Iteration 90Q: 3 clusters Score -3.167689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228978 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -31676902.000000 Penalty: 6123.941406
	Iteration 91Q: 3 clusters Score -3.16769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228979 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -31676892.000000 Penalty: 6123.941406
	Iteration 92Q: 3 clusters Score -3.167689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228980 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -31676890.000000 Penalty: 6123.941406
	Iteration 93Q: 3 clusters Score -3.167689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228980 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -31676890.000000 Penalty: 6123.941406
	Iteration 94F: 3 clusters Score -3.167689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -161160.437500 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -161160.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -159077.484375 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -159077.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159459.140625 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -159459.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159622.859375 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -159622.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -159685.687500 Penalty: 3524.469971
	Iteration 3Q: 3 clusters Score -159685.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -159728.625000 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -159728.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -159760.125000 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -159760.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -159789.234375 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -159789.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -159807.265625 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -159807.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -159818.718750 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -159818.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -159824.171875 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -159824.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -159828.640625 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -159828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -159834.140625 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -159834.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -159845.140625 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -159845.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -159855.906250 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -159855.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -159871.390625 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -159871.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -159881.296875 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -159881.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -159889.437500 Penalty: 3524.469971
	Iteration 16Q: 3 clusters Score -159889.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -159896.406250 Penalty: 3524.469971
	Iteration 17Q: 3 clusters Score -159896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -159899.796875 Penalty: 3524.469971
	Iteration 18Q: 3 clusters Score -159899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -159904.250000 Penalty: 3524.469971
	Iteration 19Q: 3 clusters Score -159904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -159910.250000 Penalty: 3524.469971
	Iteration 20F: 3 clusters Score -159910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -159913.328125 Penalty: 3524.469971
	Iteration 21Q: 3 clusters Score -159913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -159923.671875 Penalty: 3524.469971
	Iteration 22Q: 3 clusters Score -159923.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -159944.968750 Penalty: 3524.469971
	Iteration 23Q: 3 clusters Score -159945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -159965.515625 Penalty: 3524.469971
	Iteration 24Q: 3 clusters Score -159965.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -160013.140625 Penalty: 3524.469971
	Iteration 25Q: 3 clusters Score -160013.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -160049.296875 Penalty: 3524.469971
	Iteration 26Q: 3 clusters Score -160049.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -160068.531250 Penalty: 3524.469971
	Iteration 27Q: 3 clusters Score -160068.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -160085.890625 Penalty: 3524.469971
	Iteration 28Q: 3 clusters Score -160085.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -160099.953125 Penalty: 3524.469971
	Iteration 29Q: 3 clusters Score -160100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -160110.968750 Penalty: 3524.469971
	Iteration 30Q: 3 clusters Score -160111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -160122.703125 Penalty: 3524.469971
	Iteration 31Q: 3 clusters Score -160122.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -160134.140625 Penalty: 3524.469971
	Iteration 32Q: 3 clusters Score -160134.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -160144.343750 Penalty: 3524.469971
	Iteration 33Q: 3 clusters Score -160144.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -160149.843750 Penalty: 3524.469971
	Iteration 34Q: 3 clusters Score -160149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -160154.515625 Penalty: 3524.469971
	Iteration 35Q: 3 clusters Score -160154.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -160160.000000 Penalty: 3524.469971
	Iteration 36Q: 3 clusters Score -160160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -160163.562500 Penalty: 3524.469971
	Iteration 37Q: 3 clusters Score -160163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -160167.843750 Penalty: 3524.469971
	Iteration 38Q: 3 clusters Score -160167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -160168.906250 Penalty: 3524.469971
	Iteration 39Q: 3 clusters Score -160168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -160168.906250 Penalty: 3524.469971
	Iteration 40F: 3 clusters Score -160168.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -157993.250000 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -157993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -155946.609375 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -155946.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156316.734375 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -156316.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -156408.140625 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -156408.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -156451.390625 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -156451.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156479.750000 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -156479.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -156521.359375 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -156521.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -156556.500000 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -156556.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -156582.578125 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -156582.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -156603.375000 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -156603.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -156611.000000 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -156611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -156618.328125 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -156618.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -156621.375000 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -156621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -156623.390625 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -156623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -156628.687500 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -156628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -156632.703125 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -156632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -156636.421875 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -156636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -156639.609375 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -156639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -156644.312500 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -156644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -156646.718750 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -156646.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -156649.468750 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -156649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -156651.343750 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -156651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -156652.546875 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -156652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -156660.500000 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -156660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -156665.812500 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -156665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -156669.296875 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -156669.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -156672.656250 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -156672.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -156675.859375 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -156675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -156679.093750 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -156679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -156680.390625 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -156680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -156683.734375 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -156683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -156685.859375 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -156685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -156686.546875 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -156686.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -156686.546875 Penalty: 3506.657715
	Iteration 32F: 3 clusters Score -156686.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Entering Unmasked Estep 
Score: -1113353.250000 Penalty: 2238.908936
	Iteration 0F: 2 clusters Score -1113353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1106734.750000 Penalty: 4477.817871
	Iteration 0F: 3 clusters Score -1106735 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1108481.250000 Penalty: 4477.817871
	Iteration 1F: 3 clusters Score -1108481 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1108779.125000 Penalty: 4477.817871
	Iteration 2F: 3 clusters Score -1108779 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1109015.375000 Penalty: 4477.817871
	Iteration 3F: 3 clusters Score -1109015 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1109209.625000 Penalty: 4477.817871
	Iteration 4Q: 3 clusters Score -1109210 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1109363.875000 Penalty: 4477.817871
	Iteration 5Q: 3 clusters Score -1109364 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1109488.375000 Penalty: 4477.817871
	Iteration 6Q: 3 clusters Score -1109488 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1109611.000000 Penalty: 4477.817871
	Iteration 7Q: 3 clusters Score -1109611 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1109725.625000 Penalty: 4477.817871
	Iteration 8Q: 3 clusters Score -1109726 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1109819.375000 Penalty: 4477.817871
	Iteration 9Q: 3 clusters Score -1109819 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1109900.125000 Penalty: 4477.817871
	Iteration 10Q: 3 clusters Score -1109900 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1109977.750000 Penalty: 4477.817871
	Iteration 11Q: 3 clusters Score -1109978 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1110066.125000 Penalty: 4477.817871
	Iteration 12Q: 3 clusters Score -1110066 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1110159.375000 Penalty: 4477.817871
	Iteration 13Q: 3 clusters Score -1110159 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1110234.500000 Penalty: 4477.817871
	Iteration 14Q: 3 clusters Score -1110234 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1110322.375000 Penalty: 4477.817871
	Iteration 15Q: 3 clusters Score -1110322 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1110416.750000 Penalty: 4477.817871
	Iteration 16Q: 3 clusters Score -1110417 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1110504.750000 Penalty: 4477.817871
	Iteration 17Q: 3 clusters Score -1110505 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1110602.125000 Penalty: 4477.817871
	Iteration 18Q: 3 clusters Score -1110602 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1110710.250000 Penalty: 4477.817871
	Iteration 19Q: 3 clusters Score -1110710 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1110797.125000 Penalty: 4477.817871
	Iteration 20F: 3 clusters Score -1110797 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1110888.375000 Penalty: 4477.817871
	Iteration 21Q: 3 clusters Score -1110888 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1110970.250000 Penalty: 4477.817871
	Iteration 22Q: 3 clusters Score -1110970 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1111041.000000 Penalty: 4477.817871
	Iteration 23Q: 3 clusters Score -1111041 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1111108.875000 Penalty: 4477.817871
	Iteration 24Q: 3 clusters Score -1111109 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1111156.000000 Penalty: 4477.817871
	Iteration 25Q: 3 clusters Score -1111156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1111193.625000 Penalty: 4477.817871
	Iteration 26Q: 3 clusters Score -1111194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1111222.375000 Penalty: 4477.817871
	Iteration 27Q: 3 clusters Score -1111222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1111253.375000 Penalty: 4477.817871
	Iteration 28Q: 3 clusters Score -1111253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1111278.125000 Penalty: 4477.817871
	Iteration 29Q: 3 clusters Score -1111278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1111302.125000 Penalty: 4477.817871
	Iteration 30Q: 3 clusters Score -1111302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1111328.625000 Penalty: 4477.817871
	Iteration 31Q: 3 clusters Score -1111329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1111347.875000 Penalty: 4477.817871
	Iteration 32Q: 3 clusters Score -1111348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1111357.750000 Penalty: 4477.817871
	Iteration 33Q: 3 clusters Score -1111358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1111368.375000 Penalty: 4477.817871
	Iteration 34Q: 3 clusters Score -1111368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1111382.125000 Penalty: 4477.817871
	Iteration 35Q: 3 clusters Score -1111382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1111396.500000 Penalty: 4477.817871
	Iteration 36Q: 3 clusters Score -1111396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1111407.750000 Penalty: 4477.817871
	Iteration 37Q: 3 clusters Score -1111408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1111411.625000 Penalty: 4477.817871
	Iteration 38Q: 3 clusters Score -1111412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1111420.125000 Penalty: 4477.817871
	Iteration 39Q: 3 clusters Score -1111420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1111431.500000 Penalty: 4477.817871
	Iteration 40F: 3 clusters Score -1111432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1111443.375000 Penalty: 4477.817871
	Iteration 41Q: 3 clusters Score -1111443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1111459.625000 Penalty: 4477.817871
	Iteration 42Q: 3 clusters Score -1111460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1111472.750000 Penalty: 4477.817871
	Iteration 43Q: 3 clusters Score -1111473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1111488.250000 Penalty: 4477.817871
	Iteration 44Q: 3 clusters Score -1111488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1111498.750000 Penalty: 4477.817871
	Iteration 45Q: 3 clusters Score -1111499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1111502.375000 Penalty: 4477.817871
	Iteration 46Q: 3 clusters Score -1111502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1111507.000000 Penalty: 4477.817871
	Iteration 47Q: 3 clusters Score -1111507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1111511.500000 Penalty: 4477.817871
	Iteration 48Q: 3 clusters Score -1111512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1111515.875000 Penalty: 4477.817871
	Iteration 49Q: 3 clusters Score -1111516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1111525.750000 Penalty: 4477.817871
	Iteration 50Q: 3 clusters Score -1111526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1111533.250000 Penalty: 4477.817871
	Iteration 51Q: 3 clusters Score -1111533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1111541.125000 Penalty: 4477.817871
	Iteration 52Q: 3 clusters Score -1111541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1111542.125000 Penalty: 4477.817871
	Iteration 53Q: 3 clusters Score -1111542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1111549.250000 Penalty: 4477.817871
	Iteration 54Q: 3 clusters Score -1111549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1111553.000000 Penalty: 4477.817871
	Iteration 55Q: 3 clusters Score -1111553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1111559.500000 Penalty: 4477.817871
	Iteration 56Q: 3 clusters Score -1111560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1111565.000000 Penalty: 4477.817871
	Iteration 57Q: 3 clusters Score -1111565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1111571.125000 Penalty: 4477.817871
	Iteration 58Q: 3 clusters Score -1111571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1111576.375000 Penalty: 4477.817871
	Iteration 59Q: 3 clusters Score -1111576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1111578.875000 Penalty: 4477.817871
	Iteration 60F: 3 clusters Score -1111579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1111578.250000 Penalty: 4477.817871
	Iteration 61Q: 3 clusters Score -1111578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1111580.375000 Penalty: 4477.817871
	Iteration 62Q: 3 clusters Score -1111580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1111582.375000 Penalty: 4477.817871
	Iteration 63Q: 3 clusters Score -1111582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1111582.875000 Penalty: 4477.817871
	Iteration 64Q: 3 clusters Score -1111583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1111582.875000 Penalty: 4477.817871
	Iteration 65F: 3 clusters Score -1111583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (160154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160154 members 
Entering Unmasked Estep 
Score: -22099020.000000 Penalty: 2972.005127
	Iteration 0F: 2 clusters Score -2.209902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -21993682.000000 Penalty: 5944.010254
	Iteration 0F: 3 clusters Score -2.199368e+07 nChanged 76647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 86999 members 
Entering Unmasked Estep 
Score: -22039484.000000 Penalty: 5944.010254
	Iteration 1F: 3 clusters Score -2.203948e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 90940 members 
Entering Unmasked Estep 
Score: -22041912.000000 Penalty: 5944.010254
	Iteration 2Q: 3 clusters Score -2.204191e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63426 members 
Mstep: Class 2 contains 96728 members 
Entering Unmasked Estep 
Score: -22045492.000000 Penalty: 5944.010254
	Iteration 3Q: 3 clusters Score -2.204549e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 104586 members 
Entering Unmasked Estep 
Score: -22050834.000000 Penalty: 5944.010254
	Iteration 4F: 3 clusters Score -2.205083e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 114702 members 
Entering Unmasked Estep 
Score: -22058656.000000 Penalty: 5944.010254
	Iteration 5F: 3 clusters Score -2.205866e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 126513 members 
Entering Unmasked Estep 
Score: -22068372.000000 Penalty: 5944.010254
	Iteration 6F: 3 clusters Score -2.206837e+07 nChanged 11867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 138294 members 
Entering Unmasked Estep 
Score: -22078898.000000 Penalty: 5944.010254
	Iteration 7F: 3 clusters Score -2.20789e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 148184 members 
Entering Unmasked Estep 
Score: -22087196.000000 Penalty: 5944.010254
	Iteration 8F: 3 clusters Score -2.20872e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 154669 members 
Entering Unmasked Estep 
Score: -22092380.000000 Penalty: 5944.010254
	Iteration 9Q: 3 clusters Score -2.209238e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 157786 members 
Entering Unmasked Estep 
Score: -22094714.000000 Penalty: 5944.010254
	Iteration 10Q: 3 clusters Score -2.209471e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 158999 members 
Entering Unmasked Estep 
Score: -22095716.000000 Penalty: 5944.010254
	Iteration 11Q: 3 clusters Score -2.209572e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 159412 members 
Entering Unmasked Estep 
Score: -22096090.000000 Penalty: 5944.010254
	Iteration 12Q: 3 clusters Score -2.209609e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 159549 members 
Entering Unmasked Estep 
Score: -22096234.000000 Penalty: 5944.010254
	Iteration 13Q: 3 clusters Score -2.209623e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 159608 members 
Entering Unmasked Estep 
Score: -22096296.000000 Penalty: 5944.010254
	Iteration 14Q: 3 clusters Score -2.20963e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 159645 members 
Entering Unmasked Estep 
Score: -22096334.000000 Penalty: 5944.010254
	Iteration 15Q: 3 clusters Score -2.209633e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 159661 members 
Entering Unmasked Estep 
Score: -22096376.000000 Penalty: 5944.010254
	Iteration 16Q: 3 clusters Score -2.209638e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 159669 members 
Entering Unmasked Estep 
Score: -22096388.000000 Penalty: 5944.010254
	Iteration 17Q: 3 clusters Score -2.209639e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 159676 members 
Entering Unmasked Estep 
Score: -22096416.000000 Penalty: 5944.010254
	Iteration 18Q: 3 clusters Score -2.209642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 159679 members 
Entering Unmasked Estep 
Score: -22096436.000000 Penalty: 5944.010254
	Iteration 19Q: 3 clusters Score -2.209644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 159684 members 
Entering Unmasked Estep 
Score: -22096450.000000 Penalty: 5944.010254
	Iteration 20F: 3 clusters Score -2.209645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 159688 members 
Entering Unmasked Estep 
Score: -22096462.000000 Penalty: 5944.010254
	Iteration 21Q: 3 clusters Score -2.209646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 159687 members 
Entering Unmasked Estep 
Score: -22096472.000000 Penalty: 5944.010254
	Iteration 22Q: 3 clusters Score -2.209647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 159685 members 
Entering Unmasked Estep 
Score: -22096468.000000 Penalty: 5944.010254
	Iteration 23Q: 3 clusters Score -2.209647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 159684 members 
Entering Unmasked Estep 
Score: -22096464.000000 Penalty: 5944.010254
	Iteration 24Q: 3 clusters Score -2.209646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 159684 members 
Entering Unmasked Estep 
Score: -22096456.000000 Penalty: 5944.010254
	Iteration 25Q: 3 clusters Score -2.209646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 159686 members 
Entering Unmasked Estep 
Score: -22096464.000000 Penalty: 5944.010254
	Iteration 26Q: 3 clusters Score -2.209646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 159689 members 
Entering Unmasked Estep 
Score: -22096458.000000 Penalty: 5944.010254
	Iteration 27Q: 3 clusters Score -2.209646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 159691 members 
Entering Unmasked Estep 
Score: -22096464.000000 Penalty: 5944.010254
	Iteration 28Q: 3 clusters Score -2.209646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 159694 members 
Entering Unmasked Estep 
Score: -22096476.000000 Penalty: 5944.010254
	Iteration 29Q: 3 clusters Score -2.209648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 159693 members 
Entering Unmasked Estep 
Score: -22096470.000000 Penalty: 5944.010254
	Iteration 30Q: 3 clusters Score -2.209647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 159693 members 
Entering Unmasked Estep 
Score: -22096470.000000 Penalty: 5944.010254
	Iteration 31F: 3 clusters Score -2.209647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Entering Unmasked Estep 
Score: -2476838.250000 Penalty: 2428.082520
	Iteration 0F: 2 clusters Score -2476838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2464214.250000 Penalty: 4856.165039
	Iteration 0F: 3 clusters Score -2464214 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2468279.250000 Penalty: 4856.165039
	Iteration 1F: 3 clusters Score -2468279 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2468586.500000 Penalty: 4856.165039
	Iteration 2F: 3 clusters Score -2468586 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2468821.000000 Penalty: 4856.165039
	Iteration 3Q: 3 clusters Score -2468821 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2469029.000000 Penalty: 4856.165039
	Iteration 4Q: 3 clusters Score -2469029 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2469224.250000 Penalty: 4856.165039
	Iteration 5Q: 3 clusters Score -2469224 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2469420.250000 Penalty: 4856.165039
	Iteration 6Q: 3 clusters Score -2469420 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2469689.500000 Penalty: 4856.165039
	Iteration 7Q: 3 clusters Score -2469690 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2470009.500000 Penalty: 4856.165039
	Iteration 8Q: 3 clusters Score -2470010 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2470432.250000 Penalty: 4856.165039
	Iteration 9Q: 3 clusters Score -2470432 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2471010.750000 Penalty: 4856.165039
	Iteration 10F: 3 clusters Score -2471011 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2471776.500000 Penalty: 4856.165039
	Iteration 11F: 3 clusters Score -2471776 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2472623.500000 Penalty: 4856.165039
	Iteration 12F: 3 clusters Score -2472624 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2473378.250000 Penalty: 4856.165039
	Iteration 13Q: 3 clusters Score -2473378 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2473940.000000 Penalty: 4856.165039
	Iteration 14Q: 3 clusters Score -2473940 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2474280.500000 Penalty: 4856.165039
	Iteration 15Q: 3 clusters Score -2474280 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2474447.250000 Penalty: 4856.165039
	Iteration 16Q: 3 clusters Score -2474447 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2474537.750000 Penalty: 4856.165039
	Iteration 17Q: 3 clusters Score -2474538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2474591.250000 Penalty: 4856.165039
	Iteration 18Q: 3 clusters Score -2474591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2474633.750000 Penalty: 4856.165039
	Iteration 19Q: 3 clusters Score -2474634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2474654.500000 Penalty: 4856.165039
	Iteration 20F: 3 clusters Score -2474654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2474669.750000 Penalty: 4856.165039
	Iteration 21Q: 3 clusters Score -2474670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2474688.250000 Penalty: 4856.165039
	Iteration 22Q: 3 clusters Score -2474688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2474699.000000 Penalty: 4856.165039
	Iteration 23Q: 3 clusters Score -2474699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2474700.500000 Penalty: 4856.165039
	Iteration 24Q: 3 clusters Score -2474700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2474699.000000 Penalty: 4856.165039
	Iteration 25Q: 3 clusters Score -2474699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2474702.000000 Penalty: 4856.165039
	Iteration 26Q: 3 clusters Score -2474702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2474706.500000 Penalty: 4856.165039
	Iteration 27Q: 3 clusters Score -2474706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2474707.500000 Penalty: 4856.165039
	Iteration 28Q: 3 clusters Score -2474708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2474707.500000 Penalty: 4856.165039
	Iteration 29F: 3 clusters Score -2474708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Entering Unmasked Estep 
Score: -6110660.500000 Penalty: 2650.981445
	Iteration 0F: 2 clusters Score -6110660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -6081039.500000 Penalty: 5301.962891
	Iteration 0F: 3 clusters Score -6081040 nChanged 20205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -6092242.000000 Penalty: 5301.962891
	Iteration 1F: 3 clusters Score -6092242 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -6092806.000000 Penalty: 5301.962891
	Iteration 2Q: 3 clusters Score -6092806 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -6093430.500000 Penalty: 5301.962891
	Iteration 3Q: 3 clusters Score -6093430 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -6094347.500000 Penalty: 5301.962891
	Iteration 4Q: 3 clusters Score -6094348 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -6095858.000000 Penalty: 5301.962891
	Iteration 5F: 3 clusters Score -6095858 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -6098123.000000 Penalty: 5301.962891
	Iteration 6F: 3 clusters Score -6098123 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -6101174.500000 Penalty: 5301.962891
	Iteration 7F: 3 clusters Score -6101174 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -6104235.000000 Penalty: 5301.962891
	Iteration 8F: 3 clusters Score -6104235 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -6106258.500000 Penalty: 5301.962891
	Iteration 9Q: 3 clusters Score -6106258 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -6107290.500000 Penalty: 5301.962891
	Iteration 10Q: 3 clusters Score -6107290 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -6107791.500000 Penalty: 5301.962891
	Iteration 11Q: 3 clusters Score -6107792 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -6108023.000000 Penalty: 5301.962891
	Iteration 12Q: 3 clusters Score -6108023 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -6108164.000000 Penalty: 5301.962891
	Iteration 13Q: 3 clusters Score -6108164 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -6108232.000000 Penalty: 5301.962891
	Iteration 14Q: 3 clusters Score -6108232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -6108257.500000 Penalty: 5301.962891
	Iteration 15Q: 3 clusters Score -6108258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -6108276.500000 Penalty: 5301.962891
	Iteration 16Q: 3 clusters Score -6108276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -6108294.500000 Penalty: 5301.962891
	Iteration 17Q: 3 clusters Score -6108294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -6108308.000000 Penalty: 5301.962891
	Iteration 18Q: 3 clusters Score -6108308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -6108311.000000 Penalty: 5301.962891
	Iteration 19Q: 3 clusters Score -6108311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -6108320.000000 Penalty: 5301.962891
	Iteration 20F: 3 clusters Score -6108320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -6108325.000000 Penalty: 5301.962891
	Iteration 21Q: 3 clusters Score -6108325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -6108337.000000 Penalty: 5301.962891
	Iteration 22Q: 3 clusters Score -6108337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -6108334.500000 Penalty: 5301.962891
	Iteration 23Q: 3 clusters Score -6108334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -6108338.000000 Penalty: 5301.962891
	Iteration 24Q: 3 clusters Score -6108338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -6108340.500000 Penalty: 5301.962891
	Iteration 25Q: 3 clusters Score -6108340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -6108340.500000 Penalty: 5301.962891
	Iteration 26F: 3 clusters Score -6108340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165829 members 
Entering Unmasked Estep 
Score: -22842812.000000 Penalty: 2980.640625
	Iteration 0F: 2 clusters Score -2.284281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -22734712.000000 Penalty: 5961.281250
	Iteration 0F: 3 clusters Score -2.273471e+07 nChanged 79569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84745 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -22780884.000000 Penalty: 5961.281250
	Iteration 1F: 3 clusters Score -2.278088e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -22782192.000000 Penalty: 5961.281250
	Iteration 2Q: 3 clusters Score -2.278219e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -22784380.000000 Penalty: 5961.281250
	Iteration 3Q: 3 clusters Score -2.278438e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -22787592.000000 Penalty: 5961.281250
	Iteration 4Q: 3 clusters Score -2.278759e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97262 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -22792368.000000 Penalty: 5961.281250
	Iteration 5F: 3 clusters Score -2.279237e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104717 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -22799598.000000 Penalty: 5961.281250
	Iteration 6F: 3 clusters Score -2.27996e+07 nChanged 12355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113898 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -22809024.000000 Penalty: 5961.281250
	Iteration 7F: 3 clusters Score -2.280902e+07 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123094 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -22819546.000000 Penalty: 5961.281250
	Iteration 8F: 3 clusters Score -2.281955e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130052 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -22827770.000000 Penalty: 5961.281250
	Iteration 9F: 3 clusters Score -2.282777e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134406 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -22832436.000000 Penalty: 5961.281250
	Iteration 10Q: 3 clusters Score -2.283244e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137658 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -22834714.000000 Penalty: 5961.281250
	Iteration 11Q: 3 clusters Score -2.283471e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -22836058.000000 Penalty: 5961.281250
	Iteration 12Q: 3 clusters Score -2.283606e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142789 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -22837178.000000 Penalty: 5961.281250
	Iteration 13Q: 3 clusters Score -2.283718e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145085 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -22838042.000000 Penalty: 5961.281250
	Iteration 14Q: 3 clusters Score -2.283804e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -22838762.000000 Penalty: 5961.281250
	Iteration 15Q: 3 clusters Score -2.283876e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148930 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -22839076.000000 Penalty: 5961.281250
	Iteration 16Q: 3 clusters Score -2.283908e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150643 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -22839692.000000 Penalty: 5961.281250
	Iteration 17Q: 3 clusters Score -2.283969e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152209 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -22839948.000000 Penalty: 5961.281250
	Iteration 18Q: 3 clusters Score -2.283995e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153694 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -22840416.000000 Penalty: 5961.281250
	Iteration 19Q: 3 clusters Score -2.284042e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -22840700.000000 Penalty: 5961.281250
	Iteration 20F: 3 clusters Score -2.28407e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -22840956.000000 Penalty: 5961.281250
	Iteration 21Q: 3 clusters Score -2.284096e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157203 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -22841276.000000 Penalty: 5961.281250
	Iteration 22Q: 3 clusters Score -2.284128e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158157 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -22841544.000000 Penalty: 5961.281250
	Iteration 23Q: 3 clusters Score -2.284154e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -22841818.000000 Penalty: 5961.281250
	Iteration 24Q: 3 clusters Score -2.284182e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159655 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -22841894.000000 Penalty: 5961.281250
	Iteration 25Q: 3 clusters Score -2.284189e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160251 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -22842000.000000 Penalty: 5961.281250
	Iteration 26Q: 3 clusters Score -2.2842e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160737 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -22842070.000000 Penalty: 5961.281250
	Iteration 27Q: 3 clusters Score -2.284207e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161117 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -22842098.000000 Penalty: 5961.281250
	Iteration 28Q: 3 clusters Score -2.28421e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161427 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -22842088.000000 Penalty: 5961.281250
	Iteration 29Q: 3 clusters Score -2.284209e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161692 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -22842096.000000 Penalty: 5961.281250
	Iteration 30Q: 3 clusters Score -2.28421e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161940 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -22842096.000000 Penalty: 5961.281250
	Iteration 31Q: 3 clusters Score -2.28421e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162136 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -22842120.000000 Penalty: 5961.281250
	Iteration 32Q: 3 clusters Score -2.284212e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162317 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -22842060.000000 Penalty: 5961.281250
	Iteration 33Q: 3 clusters Score -2.284206e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162491 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -22842096.000000 Penalty: 5961.281250
	Iteration 34Q: 3 clusters Score -2.28421e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162648 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -22842138.000000 Penalty: 5961.281250
	Iteration 35Q: 3 clusters Score -2.284214e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162782 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -22842170.000000 Penalty: 5961.281250
	Iteration 36Q: 3 clusters Score -2.284217e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162897 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -22842190.000000 Penalty: 5961.281250
	Iteration 37Q: 3 clusters Score -2.284219e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162988 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -22842204.000000 Penalty: 5961.281250
	Iteration 38Q: 3 clusters Score -2.28422e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163058 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -22842166.000000 Penalty: 5961.281250
	Iteration 39Q: 3 clusters Score -2.284217e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163120 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -22842158.000000 Penalty: 5961.281250
	Iteration 40F: 3 clusters Score -2.284216e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163180 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -22842158.000000 Penalty: 5961.281250
	Iteration 41Q: 3 clusters Score -2.284216e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163232 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -22842140.000000 Penalty: 5961.281250
	Iteration 42Q: 3 clusters Score -2.284214e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163274 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -22842120.000000 Penalty: 5961.281250
	Iteration 43Q: 3 clusters Score -2.284212e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163318 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -22842136.000000 Penalty: 5961.281250
	Iteration 44Q: 3 clusters Score -2.284214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163353 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -22842114.000000 Penalty: 5961.281250
	Iteration 45Q: 3 clusters Score -2.284211e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163374 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -22842122.000000 Penalty: 5961.281250
	Iteration 46Q: 3 clusters Score -2.284212e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -22842108.000000 Penalty: 5961.281250
	Iteration 47Q: 3 clusters Score -2.284211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -22842088.000000 Penalty: 5961.281250
	Iteration 48Q: 3 clusters Score -2.284209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163441 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -22842066.000000 Penalty: 5961.281250
	Iteration 49Q: 3 clusters Score -2.284207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -22842082.000000 Penalty: 5961.281250
	Iteration 50Q: 3 clusters Score -2.284208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163462 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -22842064.000000 Penalty: 5961.281250
	Iteration 51Q: 3 clusters Score -2.284206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -22842084.000000 Penalty: 5961.281250
	Iteration 52Q: 3 clusters Score -2.284208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163488 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -22842068.000000 Penalty: 5961.281250
	Iteration 53Q: 3 clusters Score -2.284207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163498 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -22842074.000000 Penalty: 5961.281250
	Iteration 54Q: 3 clusters Score -2.284207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163508 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -22842064.000000 Penalty: 5961.281250
	Iteration 55Q: 3 clusters Score -2.284206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -22842064.000000 Penalty: 5961.281250
	Iteration 56Q: 3 clusters Score -2.284206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163520 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -22842078.000000 Penalty: 5961.281250
	Iteration 57Q: 3 clusters Score -2.284208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163528 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -22842076.000000 Penalty: 5961.281250
	Iteration 58Q: 3 clusters Score -2.284208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163537 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -22842088.000000 Penalty: 5961.281250
	Iteration 59Q: 3 clusters Score -2.284209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163549 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -22842094.000000 Penalty: 5961.281250
	Iteration 60F: 3 clusters Score -2.284209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163561 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -22842074.000000 Penalty: 5961.281250
	Iteration 61Q: 3 clusters Score -2.284207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -22842054.000000 Penalty: 5961.281250
	Iteration 62Q: 3 clusters Score -2.284205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163585 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -22842072.000000 Penalty: 5961.281250
	Iteration 63Q: 3 clusters Score -2.284207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163597 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -22842070.000000 Penalty: 5961.281250
	Iteration 64Q: 3 clusters Score -2.284207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163611 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -22842052.000000 Penalty: 5961.281250
	Iteration 65Q: 3 clusters Score -2.284205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -22842068.000000 Penalty: 5961.281250
	Iteration 66Q: 3 clusters Score -2.284207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163624 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -22842068.000000 Penalty: 5961.281250
	Iteration 67Q: 3 clusters Score -2.284207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163628 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -22842044.000000 Penalty: 5961.281250
	Iteration 68Q: 3 clusters Score -2.284204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -22842046.000000 Penalty: 5961.281250
	Iteration 69Q: 3 clusters Score -2.284205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -22842060.000000 Penalty: 5961.281250
	Iteration 70Q: 3 clusters Score -2.284206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163643 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -22842050.000000 Penalty: 5961.281250
	Iteration 71Q: 3 clusters Score -2.284205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163645 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -22842040.000000 Penalty: 5961.281250
	Iteration 72Q: 3 clusters Score -2.284204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163648 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -22842046.000000 Penalty: 5961.281250
	Iteration 73Q: 3 clusters Score -2.284205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163653 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -22842046.000000 Penalty: 5961.281250
	Iteration 74Q: 3 clusters Score -2.284205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163658 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -22842060.000000 Penalty: 5961.281250
	Iteration 75Q: 3 clusters Score -2.284206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -22842070.000000 Penalty: 5961.281250
	Iteration 76Q: 3 clusters Score -2.284207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163667 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -22842072.000000 Penalty: 5961.281250
	Iteration 77Q: 3 clusters Score -2.284207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163669 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -22842068.000000 Penalty: 5961.281250
	Iteration 78Q: 3 clusters Score -2.284207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163669 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -22842068.000000 Penalty: 5961.281250
	Iteration 79F: 3 clusters Score -2.284207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -114020.250000 Penalty: 1707.352661
	Iteration 0F: 2 clusters Score -114020.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112131.703125 Penalty: 3414.705322
	Iteration 0F: 3 clusters Score -112131.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -112625.562500 Penalty: 3414.705322
	Iteration 1F: 3 clusters Score -112625.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -112947.546875 Penalty: 3414.705322
	Iteration 2F: 3 clusters Score -112947.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113143.226562 Penalty: 3414.705322
	Iteration 3F: 3 clusters Score -113143.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -113318.250000 Penalty: 3414.705322
	Iteration 4F: 3 clusters Score -113318.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -113666.476562 Penalty: 3414.705322
	Iteration 5F: 3 clusters Score -113666.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -114210.757812 Penalty: 3414.705322
	Iteration 6F: 3 clusters Score -114210.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114431.687500 Penalty: 3414.705322
	Iteration 7Q: 3 clusters Score -114431.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -114682.453125 Penalty: 3414.705322
	Iteration 8Q: 3 clusters Score -114682.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -114724.843750 Penalty: 3414.705322
	Iteration 9Q: 3 clusters Score -114724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -114730.492188 Penalty: 3414.705322
	Iteration 10Q: 3 clusters Score -114730.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -114730.492188 Penalty: 3414.705322
	Iteration 11F: 3 clusters Score -114730.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 22244 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50427 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111407 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94975 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230189 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160154 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 43890 members 
Mstep: Class 20 contains 165829 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 537 members 
Entering Unmasked Estep 
Score: -137463552.000000 Penalty: 75454.375000
Splitting cluster 21 changes total score from -137464576.000000 to -137463552.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 22244 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50427 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111407 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94975 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230189 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160154 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 43890 members 
Mstep: Class 20 contains 165829 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464656.000000 Penalty: 72024.632812
Iteration 119Q: 22 clusters Score -1.374647e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 22246 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50426 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111405 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94974 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230190 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 160157 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 43891 members 
Mstep: Class 20 contains 165828 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464672.000000 Penalty: 72024.632812
Iteration 120F: 22 clusters Score -1.374647e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96638 members 
Mstep: Class 2 contains 22248 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50426 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111399 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94973 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230191 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 160163 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 43892 members 
Mstep: Class 20 contains 165828 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464768.000000 Penalty: 72024.632812
Iteration 121Q: 22 clusters Score -1.374648e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 22252 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50426 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111397 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94972 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230198 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 160163 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 43895 members 
Mstep: Class 20 contains 165824 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464704.000000 Penalty: 72024.632812
Iteration 122Q: 22 clusters Score -1.374647e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96622 members 
Mstep: Class 2 contains 22257 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50426 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 111398 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94969 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230200 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 160166 members 
Mstep: Class 18 contains 17867 members 
Mstep: Class 19 contains 43897 members 
Mstep: Class 20 contains 165821 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464752.000000 Penalty: 72024.632812
Iteration 123Q: 22 clusters Score -1.374648e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 22261 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50426 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 111399 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94964 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230201 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 160170 members 
Mstep: Class 18 contains 17868 members 
Mstep: Class 19 contains 43898 members 
Mstep: Class 20 contains 165816 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464736.000000 Penalty: 72024.632812
Iteration 124Q: 22 clusters Score -1.374647e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 22270 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50426 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111393 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94959 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230206 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 160173 members 
Mstep: Class 18 contains 17871 members 
Mstep: Class 19 contains 43900 members 
Mstep: Class 20 contains 165816 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464624.000000 Penalty: 72024.632812
Iteration 125Q: 22 clusters Score -1.374646e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96603 members 
Mstep: Class 2 contains 22281 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111390 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94952 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230208 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 160173 members 
Mstep: Class 18 contains 17874 members 
Mstep: Class 19 contains 43902 members 
Mstep: Class 20 contains 165817 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464768.000000 Penalty: 72024.632812
Iteration 126Q: 22 clusters Score -1.374648e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 22283 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111389 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94947 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230213 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 160170 members 
Mstep: Class 18 contains 17879 members 
Mstep: Class 19 contains 43904 members 
Mstep: Class 20 contains 165813 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464704.000000 Penalty: 72024.632812
Iteration 127Q: 22 clusters Score -1.374647e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96596 members 
Mstep: Class 2 contains 22289 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111386 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94943 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 230220 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160174 members 
Mstep: Class 18 contains 17885 members 
Mstep: Class 19 contains 43903 members 
Mstep: Class 20 contains 165806 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464768.000000 Penalty: 72024.632812
Iteration 128Q: 22 clusters Score -1.374648e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 22295 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50426 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111386 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94938 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230225 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 160172 members 
Mstep: Class 18 contains 17891 members 
Mstep: Class 19 contains 43901 members 
Mstep: Class 20 contains 165800 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464768.000000 Penalty: 72024.632812
Iteration 129Q: 22 clusters Score -1.374648e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96590 members 
Mstep: Class 2 contains 22300 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50426 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111378 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94934 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230224 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 160174 members 
Mstep: Class 18 contains 17899 members 
Mstep: Class 19 contains 43902 members 
Mstep: Class 20 contains 165799 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464752.000000 Penalty: 72024.632812
Iteration 130Q: 22 clusters Score -1.374648e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 22299 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50427 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111375 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94932 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230227 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160172 members 
Mstep: Class 18 contains 17907 members 
Mstep: Class 19 contains 43901 members 
Mstep: Class 20 contains 165796 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464768.000000 Penalty: 72024.632812
Iteration 131Q: 22 clusters Score -1.374648e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 22302 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50427 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111374 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94927 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230230 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160173 members 
Mstep: Class 18 contains 17916 members 
Mstep: Class 19 contains 43899 members 
Mstep: Class 20 contains 165787 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464560.000000 Penalty: 72024.632812
Iteration 132Q: 22 clusters Score -1.374646e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50428 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111377 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94928 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230227 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160171 members 
Mstep: Class 18 contains 17925 members 
Mstep: Class 19 contains 43900 members 
Mstep: Class 20 contains 165779 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464624.000000 Penalty: 72024.632812
Iteration 133Q: 22 clusters Score -1.374646e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50429 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111376 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94926 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230227 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160170 members 
Mstep: Class 18 contains 17937 members 
Mstep: Class 19 contains 43901 members 
Mstep: Class 20 contains 165766 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464656.000000 Penalty: 72024.632812
Iteration 134Q: 22 clusters Score -1.374647e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50430 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111374 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94925 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230227 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160172 members 
Mstep: Class 18 contains 17942 members 
Mstep: Class 19 contains 43904 members 
Mstep: Class 20 contains 165760 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464656.000000 Penalty: 72024.632812
Iteration 135Q: 22 clusters Score -1.374647e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96590 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50431 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111371 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94923 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230228 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160172 members 
Mstep: Class 18 contains 17944 members 
Mstep: Class 19 contains 43910 members 
Mstep: Class 20 contains 165757 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464576.000000 Penalty: 72024.632812
Iteration 136Q: 22 clusters Score -1.374646e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50433 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111368 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94921 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230227 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160174 members 
Mstep: Class 18 contains 17947 members 
Mstep: Class 19 contains 43912 members 
Mstep: Class 20 contains 165753 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464656.000000 Penalty: 72024.632812
Iteration 137Q: 22 clusters Score -1.374647e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50433 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111365 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94922 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230225 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160176 members 
Mstep: Class 18 contains 17948 members 
Mstep: Class 19 contains 43916 members 
Mstep: Class 20 contains 165750 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464656.000000 Penalty: 72024.632812
Iteration 138Q: 22 clusters Score -1.374647e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 22302 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50433 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111368 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94921 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230228 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160176 members 
Mstep: Class 18 contains 17950 members 
Mstep: Class 19 contains 43917 members 
Mstep: Class 20 contains 165739 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464560.000000 Penalty: 72024.632812
Iteration 139Q: 22 clusters Score -1.374646e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 22304 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50433 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111368 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94920 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230232 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160180 members 
Mstep: Class 18 contains 17951 members 
Mstep: Class 19 contains 43918 members 
Mstep: Class 20 contains 165729 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464608.000000 Penalty: 72024.632812
Iteration 140F: 22 clusters Score -1.374646e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111366 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94918 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230233 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160183 members 
Mstep: Class 18 contains 17952 members 
Mstep: Class 19 contains 43919 members 
Mstep: Class 20 contains 165722 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464544.000000 Penalty: 72024.632812
Iteration 141Q: 22 clusters Score -1.374645e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111364 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94918 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230236 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160187 members 
Mstep: Class 18 contains 17952 members 
Mstep: Class 19 contains 43920 members 
Mstep: Class 20 contains 165717 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464496.000000 Penalty: 72024.632812
Iteration 142Q: 22 clusters Score -1.374645e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111364 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94917 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230237 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160190 members 
Mstep: Class 18 contains 17953 members 
Mstep: Class 19 contains 43919 members 
Mstep: Class 20 contains 165715 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464480.000000 Penalty: 72024.632812
Iteration 143Q: 22 clusters Score -1.374645e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111363 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94916 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230237 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160192 members 
Mstep: Class 18 contains 17955 members 
Mstep: Class 19 contains 43919 members 
Mstep: Class 20 contains 165713 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464496.000000 Penalty: 72024.632812
Iteration 144Q: 22 clusters Score -1.374645e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50435 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111362 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94915 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230237 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160197 members 
Mstep: Class 18 contains 17956 members 
Mstep: Class 19 contains 43920 members 
Mstep: Class 20 contains 165708 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464544.000000 Penalty: 72024.632812
Iteration 145Q: 22 clusters Score -1.374645e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50435 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111361 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94913 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230237 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160202 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 43920 members 
Mstep: Class 20 contains 165704 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464512.000000 Penalty: 72024.632812
Iteration 146Q: 22 clusters Score -1.374645e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111359 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94909 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230241 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160205 members 
Mstep: Class 18 contains 17958 members 
Mstep: Class 19 contains 43920 members 
Mstep: Class 20 contains 165700 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464512.000000 Penalty: 72024.632812
Iteration 147Q: 22 clusters Score -1.374645e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111358 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94907 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230243 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160207 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 43920 members 
Mstep: Class 20 contains 165700 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464512.000000 Penalty: 72024.632812
Iteration 148Q: 22 clusters Score -1.374645e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111357 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94908 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230244 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160209 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 43920 members 
Mstep: Class 20 contains 165697 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464512.000000 Penalty: 72024.632812
Iteration 149Q: 22 clusters Score -1.374645e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111358 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94907 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230245 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160211 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 43921 members 
Mstep: Class 20 contains 165693 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464544.000000 Penalty: 72024.632812
Iteration 150Q: 22 clusters Score -1.374645e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111358 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94907 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230245 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160213 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 43922 members 
Mstep: Class 20 contains 165689 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464560.000000 Penalty: 72024.632812
Iteration 151Q: 22 clusters Score -1.374646e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111358 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94907 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230244 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160216 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 43924 members 
Mstep: Class 20 contains 165685 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464512.000000 Penalty: 72024.632812
Iteration 152Q: 22 clusters Score -1.374645e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111357 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94907 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230244 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160216 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 43925 members 
Mstep: Class 20 contains 165685 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464512.000000 Penalty: 72024.632812
Iteration 153Q: 22 clusters Score -1.374645e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111357 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94907 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230244 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160216 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 43925 members 
Mstep: Class 20 contains 165685 members 
Mstep: Class 21 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137464512.000000 Penalty: 72024.632812
Iteration 154F: 22 clusters Score -1.374645e+08 nChanged 0
Entering ConstructFrom: 
Score: -137464512.000000 Penalty: 72024.632812
Entering ConstructFrom: 
Trying to split cluster 1 (96595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Entering Unmasked Estep 
Score: -13354569.000000 Penalty: 2846.614014
	Iteration 0F: 2 clusters Score -1.335457e+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 48359 members 
Entering Unmasked Estep 
Score: -13290090.000000 Penalty: 5693.228027
	Iteration 0F: 3 clusters Score -1.329009e+07 nChanged 45620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -13316096.000000 Penalty: 5693.228027
	Iteration 1F: 3 clusters Score -1.33161e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -13316769.000000 Penalty: 5693.228027
	Iteration 2Q: 3 clusters Score -1.331677e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -13317476.000000 Penalty: 5693.228027
	Iteration 3Q: 3 clusters Score -1.331748e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -13318470.000000 Penalty: 5693.228027
	Iteration 4Q: 3 clusters Score -1.331847e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -13319435.000000 Penalty: 5693.228027
	Iteration 5Q: 3 clusters Score -1.331944e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -13320951.000000 Penalty: 5693.228027
	Iteration 6Q: 3 clusters Score -1.332095e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -13323276.000000 Penalty: 5693.228027
	Iteration 7Q: 3 clusters Score -1.332328e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -13326689.000000 Penalty: 5693.228027
	Iteration 8F: 3 clusters Score -1.332669e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 70335 members 
Entering Unmasked Estep 
Score: -13331755.000000 Penalty: 5693.228027
	Iteration 9F: 3 clusters Score -1.333176e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -13337284.000000 Penalty: 5693.228027
	Iteration 10F: 3 clusters Score -1.333728e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -13342180.000000 Penalty: 5693.228027
	Iteration 11F: 3 clusters Score -1.334218e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 85664 members 
Entering Unmasked Estep 
Score: -13345704.000000 Penalty: 5693.228027
	Iteration 12Q: 3 clusters Score -1.33457e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -13347989.000000 Penalty: 5693.228027
	Iteration 13Q: 3 clusters Score -1.334799e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -13349438.000000 Penalty: 5693.228027
	Iteration 14Q: 3 clusters Score -1.334944e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -13350336.000000 Penalty: 5693.228027
	Iteration 15Q: 3 clusters Score -1.335034e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 92173 members 
Entering Unmasked Estep 
Score: -13350988.000000 Penalty: 5693.228027
	Iteration 16Q: 3 clusters Score -1.335099e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -13351374.000000 Penalty: 5693.228027
	Iteration 17Q: 3 clusters Score -1.335137e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 93183 members 
Entering Unmasked Estep 
Score: -13351648.000000 Penalty: 5693.228027
	Iteration 18Q: 3 clusters Score -1.335165e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -13351850.000000 Penalty: 5693.228027
	Iteration 19Q: 3 clusters Score -1.335185e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -13351977.000000 Penalty: 5693.228027
	Iteration 20F: 3 clusters Score -1.335198e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -13352059.000000 Penalty: 5693.228027
	Iteration 21Q: 3 clusters Score -1.335206e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 94085 members 
Entering Unmasked Estep 
Score: -13352128.000000 Penalty: 5693.228027
	Iteration 22Q: 3 clusters Score -1.335213e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
Score: -13352186.000000 Penalty: 5693.228027
	Iteration 23Q: 3 clusters Score -1.335219e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 94309 members 
Entering Unmasked Estep 
Score: -13352224.000000 Penalty: 5693.228027
	Iteration 24Q: 3 clusters Score -1.335222e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 94399 members 
Entering Unmasked Estep 
Score: -13352284.000000 Penalty: 5693.228027
	Iteration 25Q: 3 clusters Score -1.335228e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 94469 members 
Entering Unmasked Estep 
Score: -13352299.000000 Penalty: 5693.228027
	Iteration 26Q: 3 clusters Score -1.33523e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 94527 members 
Entering Unmasked Estep 
Score: -13352295.000000 Penalty: 5693.228027
	Iteration 27Q: 3 clusters Score -1.33523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 94580 members 
Entering Unmasked Estep 
Score: -13352294.000000 Penalty: 5693.228027
	Iteration 28Q: 3 clusters Score -1.335229e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 94620 members 
Entering Unmasked Estep 
Score: -13352334.000000 Penalty: 5693.228027
	Iteration 29Q: 3 clusters Score -1.335233e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 94657 members 
Entering Unmasked Estep 
Score: -13352349.000000 Penalty: 5693.228027
	Iteration 30Q: 3 clusters Score -1.335235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 94688 members 
Entering Unmasked Estep 
Score: -13352337.000000 Penalty: 5693.228027
	Iteration 31Q: 3 clusters Score -1.335234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -13352350.000000 Penalty: 5693.228027
	Iteration 32Q: 3 clusters Score -1.335235e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -13352352.000000 Penalty: 5693.228027
	Iteration 33Q: 3 clusters Score -1.335235e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -13352342.000000 Penalty: 5693.228027
	Iteration 34Q: 3 clusters Score -1.335234e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -13352349.000000 Penalty: 5693.228027
	Iteration 35Q: 3 clusters Score -1.335235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 94858 members 
Entering Unmasked Estep 
Score: -13352352.000000 Penalty: 5693.228027
	Iteration 36Q: 3 clusters Score -1.335235e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 94888 members 
Entering Unmasked Estep 
Score: -13352368.000000 Penalty: 5693.228027
	Iteration 37Q: 3 clusters Score -1.335237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -13352363.000000 Penalty: 5693.228027
	Iteration 38Q: 3 clusters Score -1.335236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -13352356.000000 Penalty: 5693.228027
	Iteration 39Q: 3 clusters Score -1.335236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -13352364.000000 Penalty: 5693.228027
	Iteration 40F: 3 clusters Score -1.335236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 94946 members 
Entering Unmasked Estep 
Score: -13352370.000000 Penalty: 5693.228027
	Iteration 41Q: 3 clusters Score -1.335237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 94953 members 
Entering Unmasked Estep 
Score: -13352380.000000 Penalty: 5693.228027
	Iteration 42Q: 3 clusters Score -1.335238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -13352380.000000 Penalty: 5693.228027
	Iteration 43Q: 3 clusters Score -1.335238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -13352376.000000 Penalty: 5693.228027
	Iteration 44Q: 3 clusters Score -1.335238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -13352380.000000 Penalty: 5693.228027
	Iteration 45Q: 3 clusters Score -1.335238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -13352381.000000 Penalty: 5693.228027
	Iteration 46Q: 3 clusters Score -1.335238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -13352391.000000 Penalty: 5693.228027
	Iteration 47Q: 3 clusters Score -1.335239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 94996 members 
Entering Unmasked Estep 
Score: -13352383.000000 Penalty: 5693.228027
	Iteration 48Q: 3 clusters Score -1.335238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -13352381.000000 Penalty: 5693.228027
	Iteration 49Q: 3 clusters Score -1.335238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -13352381.000000 Penalty: 5693.228027
	Iteration 50Q: 3 clusters Score -1.335238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -13352384.000000 Penalty: 5693.228027
	Iteration 51Q: 3 clusters Score -1.335238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 95009 members 
Entering Unmasked Estep 
Score: -13352390.000000 Penalty: 5693.228027
	Iteration 52Q: 3 clusters Score -1.335239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 95010 members 
Entering Unmasked Estep 
Score: -13352390.000000 Penalty: 5693.228027
	Iteration 53Q: 3 clusters Score -1.335239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -13352385.000000 Penalty: 5693.228027
	Iteration 54Q: 3 clusters Score -1.335238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -13352385.000000 Penalty: 5693.228027
	Iteration 55F: 3 clusters Score -1.335238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Entering Unmasked Estep 
Score: -3026123.750000 Penalty: 2483.116455
	Iteration 0F: 2 clusters Score -3026124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -3010581.750000 Penalty: 4966.232910
	Iteration 0F: 3 clusters Score -3010582 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3015793.750000 Penalty: 4966.232910
	Iteration 1F: 3 clusters Score -3015794 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3016194.250000 Penalty: 4966.232910
	Iteration 2F: 3 clusters Score -3016194 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3016497.750000 Penalty: 4966.232910
	Iteration 3Q: 3 clusters Score -3016498 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3016773.000000 Penalty: 4966.232910
	Iteration 4Q: 3 clusters Score -3016773 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3017017.000000 Penalty: 4966.232910
	Iteration 5Q: 3 clusters Score -3017017 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3017281.500000 Penalty: 4966.232910
	Iteration 6Q: 3 clusters Score -3017282 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3017598.000000 Penalty: 4966.232910
	Iteration 7Q: 3 clusters Score -3017598 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3017991.250000 Penalty: 4966.232910
	Iteration 8Q: 3 clusters Score -3017991 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3018531.500000 Penalty: 4966.232910
	Iteration 9Q: 3 clusters Score -3018532 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3019237.000000 Penalty: 4966.232910
	Iteration 10F: 3 clusters Score -3019237 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3020129.750000 Penalty: 4966.232910
	Iteration 11F: 3 clusters Score -3020130 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3021104.500000 Penalty: 4966.232910
	Iteration 12F: 3 clusters Score -3021104 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3021990.250000 Penalty: 4966.232910
	Iteration 13Q: 3 clusters Score -3021990 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3022690.750000 Penalty: 4966.232910
	Iteration 14Q: 3 clusters Score -3022691 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3023178.750000 Penalty: 4966.232910
	Iteration 15Q: 3 clusters Score -3023179 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3023536.000000 Penalty: 4966.232910
	Iteration 16Q: 3 clusters Score -3023536 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3023695.750000 Penalty: 4966.232910
	Iteration 17Q: 3 clusters Score -3023696 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3023800.250000 Penalty: 4966.232910
	Iteration 18Q: 3 clusters Score -3023800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3023849.000000 Penalty: 4966.232910
	Iteration 19Q: 3 clusters Score -3023849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3023887.000000 Penalty: 4966.232910
	Iteration 20F: 3 clusters Score -3023887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3023905.000000 Penalty: 4966.232910
	Iteration 21Q: 3 clusters Score -3023905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3023928.000000 Penalty: 4966.232910
	Iteration 22Q: 3 clusters Score -3023928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3023938.250000 Penalty: 4966.232910
	Iteration 23Q: 3 clusters Score -3023938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3023950.750000 Penalty: 4966.232910
	Iteration 24Q: 3 clusters Score -3023951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3023954.500000 Penalty: 4966.232910
	Iteration 25Q: 3 clusters Score -3023954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3023960.250000 Penalty: 4966.232910
	Iteration 26Q: 3 clusters Score -3023960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3023962.500000 Penalty: 4966.232910
	Iteration 27Q: 3 clusters Score -3023962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3023965.750000 Penalty: 4966.232910
	Iteration 28Q: 3 clusters Score -3023966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3023967.000000 Penalty: 4966.232910
	Iteration 29Q: 3 clusters Score -3023967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3023968.750000 Penalty: 4966.232910
	Iteration 30Q: 3 clusters Score -3023969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3023968.750000 Penalty: 4966.232910
	Iteration 31Q: 3 clusters Score -3023969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3023968.750000 Penalty: 4966.232910
	Iteration 32F: 3 clusters Score -3023969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44200.964844 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -44200.96 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 175 members 
Entering Unmasked Estep 
Score: -42816.265625 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -42816.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42917.718750 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -42917.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42959.824219 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -42959.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42964.503906 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -42964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42966.664062 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -42966.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42966.664062 Penalty: 2913.965820
	Iteration 5F: 3 clusters Score -42966.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Entering Unmasked Estep 
Score: -6781154.000000 Penalty: 2685.458252
	Iteration 0F: 2 clusters Score -6781154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -6746979.500000 Penalty: 5370.916504
	Iteration 0F: 3 clusters Score -6746980 nChanged 23511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -6759868.500000 Penalty: 5370.916504
	Iteration 1F: 3 clusters Score -6759868 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -6760364.500000 Penalty: 5370.916504
	Iteration 2Q: 3 clusters Score -6760364 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -6760846.500000 Penalty: 5370.916504
	Iteration 3Q: 3 clusters Score -6760846 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -6761221.500000 Penalty: 5370.916504
	Iteration 4Q: 3 clusters Score -6761222 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -6761682.000000 Penalty: 5370.916504
	Iteration 5Q: 3 clusters Score -6761682 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -6762132.500000 Penalty: 5370.916504
	Iteration 6Q: 3 clusters Score -6762132 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -6762717.500000 Penalty: 5370.916504
	Iteration 7Q: 3 clusters Score -6762718 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -6763604.000000 Penalty: 5370.916504
	Iteration 8Q: 3 clusters Score -6763604 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -6764895.500000 Penalty: 5370.916504
	Iteration 9Q: 3 clusters Score -6764896 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -6766508.000000 Penalty: 5370.916504
	Iteration 10F: 3 clusters Score -6766508 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -6768152.000000 Penalty: 5370.916504
	Iteration 11F: 3 clusters Score -6768152 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -6769550.500000 Penalty: 5370.916504
	Iteration 12F: 3 clusters Score -6769550 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -6770592.500000 Penalty: 5370.916504
	Iteration 13Q: 3 clusters Score -6770592 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -6771179.500000 Penalty: 5370.916504
	Iteration 14Q: 3 clusters Score -6771180 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -6771531.000000 Penalty: 5370.916504
	Iteration 15Q: 3 clusters Score -6771531 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -6771680.000000 Penalty: 5370.916504
	Iteration 16Q: 3 clusters Score -6771680 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -6771835.000000 Penalty: 5370.916504
	Iteration 17Q: 3 clusters Score -6771835 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -6771870.500000 Penalty: 5370.916504
	Iteration 18Q: 3 clusters Score -6771870 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -6771981.000000 Penalty: 5370.916504
	Iteration 19Q: 3 clusters Score -6771981 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -6772074.500000 Penalty: 5370.916504
	Iteration 20F: 3 clusters Score -6772074 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -6772132.000000 Penalty: 5370.916504
	Iteration 21Q: 3 clusters Score -6772132 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -6772194.500000 Penalty: 5370.916504
	Iteration 22Q: 3 clusters Score -6772194 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -6772247.500000 Penalty: 5370.916504
	Iteration 23Q: 3 clusters Score -6772248 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -6772291.000000 Penalty: 5370.916504
	Iteration 24Q: 3 clusters Score -6772291 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -6772337.000000 Penalty: 5370.916504
	Iteration 25Q: 3 clusters Score -6772337 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -6772375.000000 Penalty: 5370.916504
	Iteration 26Q: 3 clusters Score -6772375 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -6772416.000000 Penalty: 5370.916504
	Iteration 27Q: 3 clusters Score -6772416 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -6772505.000000 Penalty: 5370.916504
	Iteration 28Q: 3 clusters Score -6772505 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -6772588.500000 Penalty: 5370.916504
	Iteration 29Q: 3 clusters Score -6772588 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -6772693.500000 Penalty: 5370.916504
	Iteration 30Q: 3 clusters Score -6772694 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -6772812.500000 Penalty: 5370.916504
	Iteration 31Q: 3 clusters Score -6772812 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -6772934.500000 Penalty: 5370.916504
	Iteration 32Q: 3 clusters Score -6772934 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -6773081.500000 Penalty: 5370.916504
	Iteration 33Q: 3 clusters Score -6773082 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -6773239.500000 Penalty: 5370.916504
	Iteration 34Q: 3 clusters Score -6773240 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -6773410.500000 Penalty: 5370.916504
	Iteration 35Q: 3 clusters Score -6773410 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -6773586.500000 Penalty: 5370.916504
	Iteration 36Q: 3 clusters Score -6773586 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -6773719.500000 Penalty: 5370.916504
	Iteration 37Q: 3 clusters Score -6773720 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -6773917.000000 Penalty: 5370.916504
	Iteration 38Q: 3 clusters Score -6773917 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -6774098.500000 Penalty: 5370.916504
	Iteration 39Q: 3 clusters Score -6774098 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -6774284.500000 Penalty: 5370.916504
	Iteration 40F: 3 clusters Score -6774284 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -6774486.000000 Penalty: 5370.916504
	Iteration 41Q: 3 clusters Score -6774486 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -6774738.500000 Penalty: 5370.916504
	Iteration 42Q: 3 clusters Score -6774738 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -6775011.500000 Penalty: 5370.916504
	Iteration 43Q: 3 clusters Score -6775012 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -6775271.500000 Penalty: 5370.916504
	Iteration 44Q: 3 clusters Score -6775272 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -6775515.500000 Penalty: 5370.916504
	Iteration 45Q: 3 clusters Score -6775516 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -6775678.000000 Penalty: 5370.916504
	Iteration 46Q: 3 clusters Score -6775678 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -6775935.000000 Penalty: 5370.916504
	Iteration 47Q: 3 clusters Score -6775935 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -6776178.500000 Penalty: 5370.916504
	Iteration 48Q: 3 clusters Score -6776178 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -6776414.000000 Penalty: 5370.916504
	Iteration 49Q: 3 clusters Score -6776414 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -6776632.500000 Penalty: 5370.916504
	Iteration 50Q: 3 clusters Score -6776632 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -6776811.500000 Penalty: 5370.916504
	Iteration 51Q: 3 clusters Score -6776812 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -6776968.500000 Penalty: 5370.916504
	Iteration 52Q: 3 clusters Score -6776968 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -6777140.000000 Penalty: 5370.916504
	Iteration 53Q: 3 clusters Score -6777140 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -6777285.500000 Penalty: 5370.916504
	Iteration 54Q: 3 clusters Score -6777286 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -6777426.500000 Penalty: 5370.916504
	Iteration 55Q: 3 clusters Score -6777426 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -6777587.000000 Penalty: 5370.916504
	Iteration 56Q: 3 clusters Score -6777587 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -6777682.000000 Penalty: 5370.916504
	Iteration 57Q: 3 clusters Score -6777682 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -6777775.000000 Penalty: 5370.916504
	Iteration 58Q: 3 clusters Score -6777775 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -6777875.000000 Penalty: 5370.916504
	Iteration 59Q: 3 clusters Score -6777875 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -6777970.500000 Penalty: 5370.916504
	Iteration 60F: 3 clusters Score -6777970 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -6778045.000000 Penalty: 5370.916504
	Iteration 61Q: 3 clusters Score -6778045 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -6778118.000000 Penalty: 5370.916504
	Iteration 62Q: 3 clusters Score -6778118 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -6778219.000000 Penalty: 5370.916504
	Iteration 63Q: 3 clusters Score -6778219 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -6778268.000000 Penalty: 5370.916504
	Iteration 64Q: 3 clusters Score -6778268 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -6778329.500000 Penalty: 5370.916504
	Iteration 65Q: 3 clusters Score -6778330 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -6778368.000000 Penalty: 5370.916504
	Iteration 66Q: 3 clusters Score -6778368 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -6778421.000000 Penalty: 5370.916504
	Iteration 67Q: 3 clusters Score -6778421 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -6778470.000000 Penalty: 5370.916504
	Iteration 68Q: 3 clusters Score -6778470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -6778482.500000 Penalty: 5370.916504
	Iteration 69Q: 3 clusters Score -6778482 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -6778526.000000 Penalty: 5370.916504
	Iteration 70Q: 3 clusters Score -6778526 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -6778572.000000 Penalty: 5370.916504
	Iteration 71Q: 3 clusters Score -6778572 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -6778583.000000 Penalty: 5370.916504
	Iteration 72Q: 3 clusters Score -6778583 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -6778624.500000 Penalty: 5370.916504
	Iteration 73Q: 3 clusters Score -6778624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6778651 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6778666 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6778686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -6778715.500000 Penalty: 5370.916504
	Iteration 77Q: 3 clusters Score -6778716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -6778728.000000 Penalty: 5370.916504
	Iteration 78Q: 3 clusters Score -6778728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -6778738.500000 Penalty: 5370.916504
	Iteration 79Q: 3 clusters Score -6778738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -6778751.500000 Penalty: 5370.916504
	Iteration 80F: 3 clusters Score -6778752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6778770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6778796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -6778810.500000 Penalty: 5370.916504
	Iteration 83Q: 3 clusters Score -6778810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -6778830.500000 Penalty: 5370.916504
	Iteration 84Q: 3 clusters Score -6778830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6778825 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -6778845.500000 Penalty: 5370.916504
	Iteration 86Q: 3 clusters Score -6778846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -6778858.000000 Penalty: 5370.916504
	Iteration 87Q: 3 clusters Score -6778858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -6778876.500000 Penalty: 5370.916504
	Iteration 88Q: 3 clusters Score -6778876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -6778875.500000 Penalty: 5370.916504
	Iteration 89Q: 3 clusters Score -6778876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -6778881.500000 Penalty: 5370.916504
	Iteration 90Q: 3 clusters Score -6778882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -6778886.500000 Penalty: 5370.916504
	Iteration 91Q: 3 clusters Score -6778886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -6778909.000000 Penalty: 5370.916504
	Iteration 92Q: 3 clusters Score -6778909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6778910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -6778921.500000 Penalty: 5370.916504
	Iteration 94Q: 3 clusters Score -6778922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -6778907.500000 Penalty: 5370.916504
	Iteration 95Q: 3 clusters Score -6778908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -6778906.500000 Penalty: 5370.916504
	Iteration 96Q: 3 clusters Score -6778906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -6778920.500000 Penalty: 5370.916504
	Iteration 97Q: 3 clusters Score -6778920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -6778924.000000 Penalty: 5370.916504
	Iteration 98Q: 3 clusters Score -6778924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6778927.500000 Penalty: 5370.916504
	Iteration 99Q: 3 clusters Score -6778928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -6778930.500000 Penalty: 5370.916504
	Iteration 100F: 3 clusters Score -6778930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -6778935.500000 Penalty: 5370.916504
	Iteration 101Q: 3 clusters Score -6778936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -6778940.000000 Penalty: 5370.916504
	Iteration 102Q: 3 clusters Score -6778940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -6778937.500000 Penalty: 5370.916504
	Iteration 103Q: 3 clusters Score -6778938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6778940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -6778946.500000 Penalty: 5370.916504
	Iteration 105Q: 3 clusters Score -6778946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -6778955.000000 Penalty: 5370.916504
	Iteration 106Q: 3 clusters Score -6778955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -6778960.000000 Penalty: 5370.916504
	Iteration 107Q: 3 clusters Score -6778960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -6778950.000000 Penalty: 5370.916504
	Iteration 108Q: 3 clusters Score -6778950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -6778958.500000 Penalty: 5370.916504
	Iteration 109Q: 3 clusters Score -6778958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -6778973.500000 Penalty: 5370.916504
	Iteration 110Q: 3 clusters Score -6778974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -6778967.500000 Penalty: 5370.916504
	Iteration 111Q: 3 clusters Score -6778968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -6778973.000000 Penalty: 5370.916504
	Iteration 112Q: 3 clusters Score -6778973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -6778971.500000 Penalty: 5370.916504
	Iteration 113Q: 3 clusters Score -6778972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -6778974.000000 Penalty: 5370.916504
	Iteration 114Q: 3 clusters Score -6778974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -6778986.500000 Penalty: 5370.916504
	Iteration 115Q: 3 clusters Score -6778986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -6778986.500000 Penalty: 5370.916504
	Iteration 116Q: 3 clusters Score -6778986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -6778996.500000 Penalty: 5370.916504
	Iteration 117Q: 3 clusters Score -6778996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -6778989.000000 Penalty: 5370.916504
	Iteration 118Q: 3 clusters Score -6778989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -6778999.000000 Penalty: 5370.916504
	Iteration 119Q: 3 clusters Score -6778999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -6779005.000000 Penalty: 5370.916504
	Iteration 120F: 3 clusters Score -6779005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -6779008.000000 Penalty: 5370.916504
	Iteration 121Q: 3 clusters Score -6779008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6779008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -6779005.500000 Penalty: 5370.916504
	Iteration 123Q: 3 clusters Score -6779006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6779006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6779008 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -6779010.000000 Penalty: 5370.916504
	Iteration 126Q: 3 clusters Score -6779010 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -6779004.000000 Penalty: 5370.916504
	Iteration 127Q: 3 clusters Score -6779004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -6779009.500000 Penalty: 5370.916504
	Iteration 128Q: 3 clusters Score -6779010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -6779010.000000 Penalty: 5370.916504
	Iteration 129Q: 3 clusters Score -6779010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -6779000.000000 Penalty: 5370.916504
	Iteration 130Q: 3 clusters Score -6779000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6779006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6779005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6779000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6779006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -6779002.500000 Penalty: 5370.916504
	Iteration 135Q: 3 clusters Score -6779002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -6779001.000000 Penalty: 5370.916504
	Iteration 136Q: 3 clusters Score -6779001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -6779009.500000 Penalty: 5370.916504
	Iteration 137Q: 3 clusters Score -6779010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -6779006.000000 Penalty: 5370.916504
	Iteration 138Q: 3 clusters Score -6779006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -6779010.000000 Penalty: 5370.916504
	Iteration 139Q: 3 clusters Score -6779010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -6779007.000000 Penalty: 5370.916504
	Iteration 140F: 3 clusters Score -6779007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -6779013.000000 Penalty: 5370.916504
	Iteration 141Q: 3 clusters Score -6779013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -6779005.000000 Penalty: 5370.916504
	Iteration 142Q: 3 clusters Score -6779005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -6779008.500000 Penalty: 5370.916504
	Iteration 143Q: 3 clusters Score -6779008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -6779006.500000 Penalty: 5370.916504
	Iteration 144Q: 3 clusters Score -6779006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -6779013.500000 Penalty: 5370.916504
	Iteration 145Q: 3 clusters Score -6779014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -6779017.500000 Penalty: 5370.916504
	Iteration 146Q: 3 clusters Score -6779018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -6779017.000000 Penalty: 5370.916504
	Iteration 147Q: 3 clusters Score -6779017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -6779015.000000 Penalty: 5370.916504
	Iteration 148Q: 3 clusters Score -6779015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -6779021.000000 Penalty: 5370.916504
	Iteration 149Q: 3 clusters Score -6779021 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -6779018.000000 Penalty: 5370.916504
	Iteration 150Q: 3 clusters Score -6779018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -6779019.500000 Penalty: 5370.916504
	Iteration 151Q: 3 clusters Score -6779020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -6779022.000000 Penalty: 5370.916504
	Iteration 152Q: 3 clusters Score -6779022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -6779024.000000 Penalty: 5370.916504
	Iteration 153Q: 3 clusters Score -6779024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -6779020.500000 Penalty: 5370.916504
	Iteration 154Q: 3 clusters Score -6779020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -6779024.000000 Penalty: 5370.916504
	Iteration 155Q: 3 clusters Score -6779024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -6779027.500000 Penalty: 5370.916504
	Iteration 156Q: 3 clusters Score -6779028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -6779026.500000 Penalty: 5370.916504
	Iteration 157Q: 3 clusters Score -6779026 nChanged 7
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Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -6779022.500000 Penalty: 5370.916504
	Iteration 158Q: 3 clusters Score -6779022 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -6779025.500000 Penalty: 5370.916504
	Iteration 159Q: 3 clusters Score -6779026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -6779029.500000 Penalty: 5370.916504
	Iteration 160F: 3 clusters Score -6779030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -6779029.500000 Penalty: 5370.916504
	Iteration 161Q: 3 clusters Score -6779030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -6779031.500000 Penalty: 5370.916504
	Iteration 162Q: 3 clusters Score -6779032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -6779036.500000 Penalty: 5370.916504
	Iteration 163Q: 3 clusters Score -6779036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -6779036.000000 Penalty: 5370.916504
	Iteration 164Q: 3 clusters Score -6779036 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6779029 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -6779037.000000 Penalty: 5370.916504
	Iteration 166Q: 3 clusters Score -6779037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -6779042.500000 Penalty: 5370.916504
	Iteration 167Q: 3 clusters Score -6779042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -6779040.000000 Penalty: 5370.916504
	Iteration 168Q: 3 clusters Score -6779040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -6779039.000000 Penalty: 5370.916504
	Iteration 169Q: 3 clusters Score -6779039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -6779050.000000 Penalty: 5370.916504
	Iteration 170Q: 3 clusters Score -6779050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -6779046.500000 Penalty: 5370.916504
	Iteration 171Q: 3 clusters Score -6779046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -6779044.500000 Penalty: 5370.916504
	Iteration 172Q: 3 clusters Score -6779044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -6779046.000000 Penalty: 5370.916504
	Iteration 173Q: 3 clusters Score -6779046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -6779050.000000 Penalty: 5370.916504
	Iteration 174Q: 3 clusters Score -6779050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -6779050.500000 Penalty: 5370.916504
	Iteration 175Q: 3 clusters Score -6779050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -6779056.500000 Penalty: 5370.916504
	Iteration 176Q: 3 clusters Score -6779056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -6779053.000000 Penalty: 5370.916504
	Iteration 177Q: 3 clusters Score -6779053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -6779056.000000 Penalty: 5370.916504
	Iteration 178Q: 3 clusters Score -6779056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -6779049.000000 Penalty: 5370.916504
	Iteration 179Q: 3 clusters Score -6779049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -6779052.000000 Penalty: 5370.916504
	Iteration 180F: 3 clusters Score -6779052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -6779049.500000 Penalty: 5370.916504
	Iteration 181Q: 3 clusters Score -6779050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -6779050.500000 Penalty: 5370.916504
	Iteration 182Q: 3 clusters Score -6779050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -6779047.000000 Penalty: 5370.916504
	Iteration 183Q: 3 clusters Score -6779047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -6779050.000000 Penalty: 5370.916504
	Iteration 184Q: 3 clusters Score -6779050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -6779051.000000 Penalty: 5370.916504
	Iteration 185Q: 3 clusters Score -6779051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -6779051.000000 Penalty: 5370.916504
	Iteration 186Q: 3 clusters Score -6779051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -6779050.000000 Penalty: 5370.916504
	Iteration 187Q: 3 clusters Score -6779050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -6779050.000000 Penalty: 5370.916504
	Iteration 188F: 3 clusters Score -6779050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Entering Unmasked Estep 
Score: -366744.187500 Penalty: 1973.379883
	Iteration 0F: 2 clusters Score -366744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -363579.843750 Penalty: 3946.759766
	Iteration 0F: 3 clusters Score -363579.8 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -364212.468750 Penalty: 3946.759766
	Iteration 1F: 3 clusters Score -364212.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -364364.718750 Penalty: 3946.759766
	Iteration 2F: 3 clusters Score -364364.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -364445.875000 Penalty: 3946.759766
	Iteration 3Q: 3 clusters Score -364445.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -364503.375000 Penalty: 3946.759766
	Iteration 4Q: 3 clusters Score -364503.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -364548.843750 Penalty: 3946.759766
	Iteration 5Q: 3 clusters Score -364548.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -364590.906250 Penalty: 3946.759766
	Iteration 6Q: 3 clusters Score -364590.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -364629.125000 Penalty: 3946.759766
	Iteration 7Q: 3 clusters Score -364629.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -364656.375000 Penalty: 3946.759766
	Iteration 8Q: 3 clusters Score -364656.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -364674.687500 Penalty: 3946.759766
	Iteration 9Q: 3 clusters Score -364674.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -364694.468750 Penalty: 3946.759766
	Iteration 10Q: 3 clusters Score -364694.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -364716.531250 Penalty: 3946.759766
	Iteration 11Q: 3 clusters Score -364716.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -364739.593750 Penalty: 3946.759766
	Iteration 12Q: 3 clusters Score -364739.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -364767.968750 Penalty: 3946.759766
	Iteration 13Q: 3 clusters Score -364768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -364794.687500 Penalty: 3946.759766
	Iteration 14Q: 3 clusters Score -364794.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -364830.812500 Penalty: 3946.759766
	Iteration 15Q: 3 clusters Score -364830.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -364868.187500 Penalty: 3946.759766
	Iteration 16Q: 3 clusters Score -364868.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -364908.687500 Penalty: 3946.759766
	Iteration 17Q: 3 clusters Score -364908.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -364938.656250 Penalty: 3946.759766
	Iteration 18Q: 3 clusters Score -364938.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -364955.187500 Penalty: 3946.759766
	Iteration 19Q: 3 clusters Score -364955.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -364971.843750 Penalty: 3946.759766
	Iteration 20F: 3 clusters Score -364971.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -364999.593750 Penalty: 3946.759766
	Iteration 21Q: 3 clusters Score -364999.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -365036.343750 Penalty: 3946.759766
	Iteration 22Q: 3 clusters Score -365036.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -365061.000000 Penalty: 3946.759766
	Iteration 23Q: 3 clusters Score -365061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -365087.218750 Penalty: 3946.759766
	Iteration 24Q: 3 clusters Score -365087.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -365105.437500 Penalty: 3946.759766
	Iteration 25Q: 3 clusters Score -365105.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -365122.125000 Penalty: 3946.759766
	Iteration 26Q: 3 clusters Score -365122.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -365137.843750 Penalty: 3946.759766
	Iteration 27Q: 3 clusters Score -365137.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -365156.593750 Penalty: 3946.759766
	Iteration 28Q: 3 clusters Score -365156.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -365175.812500 Penalty: 3946.759766
	Iteration 29Q: 3 clusters Score -365175.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -365188.843750 Penalty: 3946.759766
	Iteration 30Q: 3 clusters Score -365188.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -365199.468750 Penalty: 3946.759766
	Iteration 31Q: 3 clusters Score -365199.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -365206.906250 Penalty: 3946.759766
	Iteration 32Q: 3 clusters Score -365206.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -365218.375000 Penalty: 3946.759766
	Iteration 33Q: 3 clusters Score -365218.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -365227.468750 Penalty: 3946.759766
	Iteration 34Q: 3 clusters Score -365227.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -365233.250000 Penalty: 3946.759766
	Iteration 35Q: 3 clusters Score -365233.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -365237.312500 Penalty: 3946.759766
	Iteration 36Q: 3 clusters Score -365237.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -365243.468750 Penalty: 3946.759766
	Iteration 37Q: 3 clusters Score -365243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -365246.718750 Penalty: 3946.759766
	Iteration 38Q: 3 clusters Score -365246.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -365253.281250 Penalty: 3946.759766
	Iteration 39Q: 3 clusters Score -365253.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -365256.437500 Penalty: 3946.759766
	Iteration 40F: 3 clusters Score -365256.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -365261.437500 Penalty: 3946.759766
	Iteration 41Q: 3 clusters Score -365261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -365263.562500 Penalty: 3946.759766
	Iteration 42Q: 3 clusters Score -365263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -365265.656250 Penalty: 3946.759766
	Iteration 43Q: 3 clusters Score -365265.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -365269.250000 Penalty: 3946.759766
	Iteration 44Q: 3 clusters Score -365269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -365269.843750 Penalty: 3946.759766
	Iteration 45Q: 3 clusters Score -365269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -365269.843750 Penalty: 3946.759766
	Iteration 46F: 3 clusters Score -365269.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (111357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111357 members 
Entering Unmasked Estep 
Score: -15432572.000000 Penalty: 2881.883301
	Iteration 0F: 2 clusters Score -1.543257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -15358526.000000 Penalty: 5763.766602
	Iteration 0F: 3 clusters Score -1.535853e+07 nChanged 52770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -15388565.000000 Penalty: 5763.766602
	Iteration 1F: 3 clusters Score -1.538856e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -15389469.000000 Penalty: 5763.766602
	Iteration 2Q: 3 clusters Score -1.538947e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -15390427.000000 Penalty: 5763.766602
	Iteration 3Q: 3 clusters Score -1.539043e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -15391583.000000 Penalty: 5763.766602
	Iteration 4Q: 3 clusters Score -1.539158e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -15393114.000000 Penalty: 5763.766602
	Iteration 5Q: 3 clusters Score -1.539311e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -15395500.000000 Penalty: 5763.766602
	Iteration 6Q: 3 clusters Score -1.53955e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -15399079.000000 Penalty: 5763.766602
	Iteration 7F: 3 clusters Score -1.539908e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -15404113.000000 Penalty: 5763.766602
	Iteration 8F: 3 clusters Score -1.540411e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83923 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -15410632.000000 Penalty: 5763.766602
	Iteration 9F: 3 clusters Score -1.541063e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -15417312.000000 Penalty: 5763.766602
	Iteration 10F: 3 clusters Score -1.541731e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94172 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -15422037.000000 Penalty: 5763.766602
	Iteration 11Q: 3 clusters Score -1.542204e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -15424665.000000 Penalty: 5763.766602
	Iteration 12Q: 3 clusters Score -1.542466e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98018 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -15425905.000000 Penalty: 5763.766602
	Iteration 13Q: 3 clusters Score -1.54259e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -15426650.000000 Penalty: 5763.766602
	Iteration 14Q: 3 clusters Score -1.542665e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100379 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -15427246.000000 Penalty: 5763.766602
	Iteration 15Q: 3 clusters Score -1.542725e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -15427561.000000 Penalty: 5763.766602
	Iteration 16Q: 3 clusters Score -1.542756e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -15427935.000000 Penalty: 5763.766602
	Iteration 17Q: 3 clusters Score -1.542794e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103063 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -15428209.000000 Penalty: 5763.766602
	Iteration 18Q: 3 clusters Score -1.542821e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103848 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -15428498.000000 Penalty: 5763.766602
	Iteration 19Q: 3 clusters Score -1.54285e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104534 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -15428780.000000 Penalty: 5763.766602
	Iteration 20F: 3 clusters Score -1.542878e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105195 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -15428981.000000 Penalty: 5763.766602
	Iteration 21Q: 3 clusters Score -1.542898e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105799 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -15429182.000000 Penalty: 5763.766602
	Iteration 22Q: 3 clusters Score -1.542918e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -15429380.000000 Penalty: 5763.766602
	Iteration 23Q: 3 clusters Score -1.542938e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106809 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -15429509.000000 Penalty: 5763.766602
	Iteration 24Q: 3 clusters Score -1.542951e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -15429626.000000 Penalty: 5763.766602
	Iteration 25Q: 3 clusters Score -1.542963e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107557 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -15429723.000000 Penalty: 5763.766602
	Iteration 26Q: 3 clusters Score -1.542972e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107850 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -15429800.000000 Penalty: 5763.766602
	Iteration 27Q: 3 clusters Score -1.54298e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108117 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -15429869.000000 Penalty: 5763.766602
	Iteration 28Q: 3 clusters Score -1.542987e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108337 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -15429933.000000 Penalty: 5763.766602
	Iteration 29Q: 3 clusters Score -1.542993e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -15429973.000000 Penalty: 5763.766602
	Iteration 30Q: 3 clusters Score -1.542997e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108649 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -15430017.000000 Penalty: 5763.766602
	Iteration 31Q: 3 clusters Score -1.543002e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -15430020.000000 Penalty: 5763.766602
	Iteration 32Q: 3 clusters Score -1.543002e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108869 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -15430086.000000 Penalty: 5763.766602
	Iteration 33Q: 3 clusters Score -1.543009e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108977 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -15430115.000000 Penalty: 5763.766602
	Iteration 34Q: 3 clusters Score -1.543012e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109063 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -15430119.000000 Penalty: 5763.766602
	Iteration 35Q: 3 clusters Score -1.543012e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109140 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -15430136.000000 Penalty: 5763.766602
	Iteration 36Q: 3 clusters Score -1.543014e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109226 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -15430159.000000 Penalty: 5763.766602
	Iteration 37Q: 3 clusters Score -1.543016e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109310 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -15430185.000000 Penalty: 5763.766602
	Iteration 38Q: 3 clusters Score -1.543018e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109388 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -15430172.000000 Penalty: 5763.766602
	Iteration 39Q: 3 clusters Score -1.543017e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109452 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -15430199.000000 Penalty: 5763.766602
	Iteration 40F: 3 clusters Score -1.54302e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -15430210.000000 Penalty: 5763.766602
	Iteration 41Q: 3 clusters Score -1.543021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109550 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -15430220.000000 Penalty: 5763.766602
	Iteration 42Q: 3 clusters Score -1.543022e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109599 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -15430235.000000 Penalty: 5763.766602
	Iteration 43Q: 3 clusters Score -1.543024e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109640 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -15430229.000000 Penalty: 5763.766602
	Iteration 44Q: 3 clusters Score -1.543023e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109676 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -15430234.000000 Penalty: 5763.766602
	Iteration 45Q: 3 clusters Score -1.543023e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -15430270.000000 Penalty: 5763.766602
	Iteration 46Q: 3 clusters Score -1.543027e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109739 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15430267.000000 Penalty: 5763.766602
	Iteration 47Q: 3 clusters Score -1.543027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109759 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -15430267.000000 Penalty: 5763.766602
	Iteration 48Q: 3 clusters Score -1.543027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109778 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15430281.000000 Penalty: 5763.766602
	Iteration 49Q: 3 clusters Score -1.543028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -15430280.000000 Penalty: 5763.766602
	Iteration 50Q: 3 clusters Score -1.543028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -15430293.000000 Penalty: 5763.766602
	Iteration 51Q: 3 clusters Score -1.543029e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109829 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -15430296.000000 Penalty: 5763.766602
	Iteration 52Q: 3 clusters Score -1.54303e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109853 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -15430318.000000 Penalty: 5763.766602
	Iteration 53Q: 3 clusters Score -1.543032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -15430324.000000 Penalty: 5763.766602
	Iteration 54Q: 3 clusters Score -1.543032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -15430337.000000 Penalty: 5763.766602
	Iteration 55Q: 3 clusters Score -1.543034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109906 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -15430329.000000 Penalty: 5763.766602
	Iteration 56Q: 3 clusters Score -1.543033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109919 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -15430338.000000 Penalty: 5763.766602
	Iteration 57Q: 3 clusters Score -1.543034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109931 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -15430341.000000 Penalty: 5763.766602
	Iteration 58Q: 3 clusters Score -1.543034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109935 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -15430345.000000 Penalty: 5763.766602
	Iteration 59Q: 3 clusters Score -1.543034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109943 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -15430336.000000 Penalty: 5763.766602
	Iteration 60F: 3 clusters Score -1.543034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109948 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -15430344.000000 Penalty: 5763.766602
	Iteration 61Q: 3 clusters Score -1.543034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109951 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -15430337.000000 Penalty: 5763.766602
	Iteration 62Q: 3 clusters Score -1.543034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109953 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -15430334.000000 Penalty: 5763.766602
	Iteration 63Q: 3 clusters Score -1.543033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109956 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -15430340.000000 Penalty: 5763.766602
	Iteration 64Q: 3 clusters Score -1.543034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109958 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -15430346.000000 Penalty: 5763.766602
	Iteration 65Q: 3 clusters Score -1.543035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109962 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -15430350.000000 Penalty: 5763.766602
	Iteration 66Q: 3 clusters Score -1.543035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15430350.000000 Penalty: 5763.766602
	Iteration 67Q: 3 clusters Score -1.543035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -15430343.000000 Penalty: 5763.766602
	Iteration 68Q: 3 clusters Score -1.543034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109980 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -15430345.000000 Penalty: 5763.766602
	Iteration 69Q: 3 clusters Score -1.543034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109992 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15430353.000000 Penalty: 5763.766602
	Iteration 70Q: 3 clusters Score -1.543035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -15430364.000000 Penalty: 5763.766602
	Iteration 71Q: 3 clusters Score -1.543036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110008 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -15430369.000000 Penalty: 5763.766602
	Iteration 72Q: 3 clusters Score -1.543037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110017 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -15430356.000000 Penalty: 5763.766602
	Iteration 73Q: 3 clusters Score -1.543036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110027 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -15430367.000000 Penalty: 5763.766602
	Iteration 74Q: 3 clusters Score -1.543037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110034 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -15430371.000000 Penalty: 5763.766602
	Iteration 75Q: 3 clusters Score -1.543037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -15430374.000000 Penalty: 5763.766602
	Iteration 76Q: 3 clusters Score -1.543037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -15430381.000000 Penalty: 5763.766602
	Iteration 77Q: 3 clusters Score -1.543038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -15430374.000000 Penalty: 5763.766602
	Iteration 78Q: 3 clusters Score -1.543037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15430370.000000 Penalty: 5763.766602
	Iteration 79Q: 3 clusters Score -1.543037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -15430378.000000 Penalty: 5763.766602
	Iteration 80F: 3 clusters Score -1.543038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -15430376.000000 Penalty: 5763.766602
	Iteration 81Q: 3 clusters Score -1.543038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -15430387.000000 Penalty: 5763.766602
	Iteration 82Q: 3 clusters Score -1.543039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110097 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -15430394.000000 Penalty: 5763.766602
	Iteration 83Q: 3 clusters Score -1.543039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -15430402.000000 Penalty: 5763.766602
	Iteration 84Q: 3 clusters Score -1.54304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110103 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -15430392.000000 Penalty: 5763.766602
	Iteration 85Q: 3 clusters Score -1.543039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110105 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -15430391.000000 Penalty: 5763.766602
	Iteration 86Q: 3 clusters Score -1.543039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110108 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -15430383.000000 Penalty: 5763.766602
	Iteration 87Q: 3 clusters Score -1.543038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110111 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -15430396.000000 Penalty: 5763.766602
	Iteration 88Q: 3 clusters Score -1.54304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110115 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -15430402.000000 Penalty: 5763.766602
	Iteration 89Q: 3 clusters Score -1.54304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110119 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -15430401.000000 Penalty: 5763.766602
	Iteration 90Q: 3 clusters Score -1.54304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -15430399.000000 Penalty: 5763.766602
	Iteration 91Q: 3 clusters Score -1.54304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110123 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -15430399.000000 Penalty: 5763.766602
	Iteration 92Q: 3 clusters Score -1.54304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110125 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -15430393.000000 Penalty: 5763.766602
	Iteration 93Q: 3 clusters Score -1.543039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110126 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -15430404.000000 Penalty: 5763.766602
	Iteration 94Q: 3 clusters Score -1.54304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110128 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -15430404.000000 Penalty: 5763.766602
	Iteration 95Q: 3 clusters Score -1.54304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110131 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -15430399.000000 Penalty: 5763.766602
	Iteration 96Q: 3 clusters Score -1.54304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110132 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15430401.000000 Penalty: 5763.766602
	Iteration 97Q: 3 clusters Score -1.54304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110133 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -15430409.000000 Penalty: 5763.766602
	Iteration 98Q: 3 clusters Score -1.543041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110133 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -15430409.000000 Penalty: 5763.766602
	Iteration 99F: 3 clusters Score -1.543041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -36236.347656 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -36236.35 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 169 members 
Entering Unmasked Estep 
Score: -34970.488281 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -34970.49 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35328.468750 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -35328.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35605.792969 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -35605.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35787.160156 Penalty: 2880.838867
	Iteration 3F: 3 clusters Score -35787.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35907.136719 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -35907.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35997.785156 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -35997.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36000.789062 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -36000.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36000.789062 Penalty: 2880.838867
	Iteration 7F: 3 clusters Score -36000.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -115013.093750 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -115013.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113095.109375 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -113095.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113489.039062 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -113489 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -113695.093750 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -113695.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -113936.984375 Penalty: 3407.031006
	Iteration 3F: 3 clusters Score -113937 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114115.429688 Penalty: 3407.031006
	Iteration 4F: 3 clusters Score -114115.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -114255.703125 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -114255.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -114470.609375 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -114470.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114657.554688 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -114657.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -115113.859375 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -115113.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115383.257812 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -115383.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -115467.429688 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -115467.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -115534.296875 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -115534.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -115622.593750 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -115622.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -115684.703125 Penalty: 3407.031006
	Iteration 13Q: 3 clusters Score -115684.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -115692.875000 Penalty: 3407.031006
	Iteration 14Q: 3 clusters Score -115692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -115704.789062 Penalty: 3407.031006
	Iteration 15Q: 3 clusters Score -115704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -115729.484375 Penalty: 3407.031006
	Iteration 16Q: 3 clusters Score -115729.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115749.078125 Penalty: 3407.031006
	Iteration 17Q: 3 clusters Score -115749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -115766.429688 Penalty: 3407.031006
	Iteration 18Q: 3 clusters Score -115766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -115770.828125 Penalty: 3407.031006
	Iteration 19Q: 3 clusters Score -115770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -115773.617188 Penalty: 3407.031006
	Iteration 20F: 3 clusters Score -115773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115776.265625 Penalty: 3407.031006
	Iteration 21Q: 3 clusters Score -115776.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115776.265625 Penalty: 3407.031006
	Iteration 22F: 3 clusters Score -115776.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111357 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 94907 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230244 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160216 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 43925 members 
Mstep: Class 20 contains 165685 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 436 members 
Entering Unmasked Estep 
Score: -137463424.000000 Penalty: 75454.375000
Splitting cluster 8 changes total score from -137464512.000000 to -137463424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (94907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94907 members 
Entering Unmasked Estep 
Score: -13195747.000000 Penalty: 2842.241699
	Iteration 0F: 2 clusters Score -1.319575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -13132395.000000 Penalty: 5684.483398
	Iteration 0F: 3 clusters Score -1.31324e+07 nChanged 44941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -13157680.000000 Penalty: 5684.483398
	Iteration 1F: 3 clusters Score -1.315768e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -13158851.000000 Penalty: 5684.483398
	Iteration 2Q: 3 clusters Score -1.315885e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -13160934.000000 Penalty: 5684.483398
	Iteration 3Q: 3 clusters Score -1.316093e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -13164665.000000 Penalty: 5684.483398
	Iteration 4F: 3 clusters Score -1.316466e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -13170752.000000 Penalty: 5684.483398
	Iteration 5F: 3 clusters Score -1.317075e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -13179390.000000 Penalty: 5684.483398
	Iteration 6F: 3 clusters Score -1.317939e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 88010 members 
Entering Unmasked Estep 
Score: -13186934.000000 Penalty: 5684.483398
	Iteration 7F: 3 clusters Score -1.318693e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -13191319.000000 Penalty: 5684.483398
	Iteration 8Q: 3 clusters Score -1.319132e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -13192767.000000 Penalty: 5684.483398
	Iteration 9Q: 3 clusters Score -1.319277e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -13193349.000000 Penalty: 5684.483398
	Iteration 10Q: 3 clusters Score -1.319335e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 94240 members 
Entering Unmasked Estep 
Score: -13193611.000000 Penalty: 5684.483398
	Iteration 11Q: 3 clusters Score -1.319361e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 94289 members 
Entering Unmasked Estep 
Score: -13193727.000000 Penalty: 5684.483398
	Iteration 12Q: 3 clusters Score -1.319373e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -13193793.000000 Penalty: 5684.483398
	Iteration 13Q: 3 clusters Score -1.319379e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 94299 members 
Entering Unmasked Estep 
Score: -13193839.000000 Penalty: 5684.483398
	Iteration 14Q: 3 clusters Score -1.319384e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 94299 members 
Entering Unmasked Estep 
Score: -13193872.000000 Penalty: 5684.483398
	Iteration 15Q: 3 clusters Score -1.319387e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -13193896.000000 Penalty: 5684.483398
	Iteration 16Q: 3 clusters Score -1.31939e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 94275 members 
Entering Unmasked Estep 
Score: -13193956.000000 Penalty: 5684.483398
	Iteration 17Q: 3 clusters Score -1.319396e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 94259 members 
Entering Unmasked Estep 
Score: -13194015.000000 Penalty: 5684.483398
	Iteration 18Q: 3 clusters Score -1.319402e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 94229 members 
Entering Unmasked Estep 
Score: -13194055.000000 Penalty: 5684.483398
	Iteration 19Q: 3 clusters Score -1.319406e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -13194105.000000 Penalty: 5684.483398
	Iteration 20F: 3 clusters Score -1.31941e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -13194116.000000 Penalty: 5684.483398
	Iteration 21Q: 3 clusters Score -1.319412e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -13194160.000000 Penalty: 5684.483398
	Iteration 22Q: 3 clusters Score -1.319416e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 94120 members 
Entering Unmasked Estep 
Score: -13194172.000000 Penalty: 5684.483398
	Iteration 23Q: 3 clusters Score -1.319417e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 94094 members 
Entering Unmasked Estep 
Score: -13194168.000000 Penalty: 5684.483398
	Iteration 24Q: 3 clusters Score -1.319417e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 94073 members 
Entering Unmasked Estep 
Score: -13194175.000000 Penalty: 5684.483398
	Iteration 25Q: 3 clusters Score -1.319418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -13194210.000000 Penalty: 5684.483398
	Iteration 26Q: 3 clusters Score -1.319421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 94048 members 
Entering Unmasked Estep 
Score: -13194213.000000 Penalty: 5684.483398
	Iteration 27Q: 3 clusters Score -1.319421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -13194221.000000 Penalty: 5684.483398
	Iteration 28Q: 3 clusters Score -1.319422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 94021 members 
Entering Unmasked Estep 
Score: -13194227.000000 Penalty: 5684.483398
	Iteration 29Q: 3 clusters Score -1.319423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -13194218.000000 Penalty: 5684.483398
	Iteration 30Q: 3 clusters Score -1.319422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 94007 members 
Entering Unmasked Estep 
Score: -13194216.000000 Penalty: 5684.483398
	Iteration 31Q: 3 clusters Score -1.319422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 94004 members 
Entering Unmasked Estep 
Score: -13194230.000000 Penalty: 5684.483398
	Iteration 32Q: 3 clusters Score -1.319423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 94000 members 
Entering Unmasked Estep 
Score: -13194228.000000 Penalty: 5684.483398
	Iteration 33Q: 3 clusters Score -1.319423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
Score: -13194231.000000 Penalty: 5684.483398
	Iteration 34Q: 3 clusters Score -1.319423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
Score: -13194231.000000 Penalty: 5684.483398
	Iteration 35F: 3 clusters Score -1.319423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -74456.281250 Penalty: 1600.889282
	Iteration 0F: 2 clusters Score -74456.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72867.976562 Penalty: 3201.778564
	Iteration 0F: 3 clusters Score -72867.98 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -73310.609375 Penalty: 3201.778564
	Iteration 1F: 3 clusters Score -73310.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73532.000000 Penalty: 3201.778564
	Iteration 2F: 3 clusters Score -73532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -73801.328125 Penalty: 3201.778564
	Iteration 3F: 3 clusters Score -73801.33 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -74158.382812 Penalty: 3201.778564
	Iteration 4F: 3 clusters Score -74158.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -74554.234375 Penalty: 3201.778564
	Iteration 5F: 3 clusters Score -74554.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -74876.968750 Penalty: 3201.778564
	Iteration 6Q: 3 clusters Score -74876.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -75268.148438 Penalty: 3201.778564
	Iteration 7Q: 3 clusters Score -75268.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -75312.070312 Penalty: 3201.778564
	Iteration 8Q: 3 clusters Score -75312.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75340.531250 Penalty: 3201.778564
	Iteration 9Q: 3 clusters Score -75340.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75369.851562 Penalty: 3201.778564
	Iteration 10Q: 3 clusters Score -75369.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75391.429688 Penalty: 3201.778564
	Iteration 11Q: 3 clusters Score -75391.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -75404.953125 Penalty: 3201.778564
	Iteration 12Q: 3 clusters Score -75404.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -75409.226562 Penalty: 3201.778564
	Iteration 13Q: 3 clusters Score -75409.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -75411.453125 Penalty: 3201.778564
	Iteration 14Q: 3 clusters Score -75411.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -75411.453125 Penalty: 3201.778564
	Iteration 15F: 3 clusters Score -75411.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111357 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94907 members 
Mstep: Class 10 contains 420 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230244 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160216 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 43925 members 
Mstep: Class 20 contains 165685 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 216 members 
Entering Unmasked Estep 
Score: -137463712.000000 Penalty: 75454.375000
Splitting cluster 10 changes total score from -137464512.000000 to -137463712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -378973.625000 Penalty: 1975.283081
	Iteration 0F: 2 clusters Score -378973.6 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 1460 members 
Entering Unmasked Estep 
Score: -375755.187500 Penalty: 3950.566162
	Iteration 0F: 3 clusters Score -375755.2 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -376452.968750 Penalty: 3950.566162
	Iteration 1F: 3 clusters Score -376453 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -376623.781250 Penalty: 3950.566162
	Iteration 2F: 3 clusters Score -376623.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -376715.968750 Penalty: 3950.566162
	Iteration 3Q: 3 clusters Score -376716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -376781.062500 Penalty: 3950.566162
	Iteration 4Q: 3 clusters Score -376781.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -376844.562500 Penalty: 3950.566162
	Iteration 5Q: 3 clusters Score -376844.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -376897.656250 Penalty: 3950.566162
	Iteration 6Q: 3 clusters Score -376897.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -376943.375000 Penalty: 3950.566162
	Iteration 7Q: 3 clusters Score -376943.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -376985.562500 Penalty: 3950.566162
	Iteration 8Q: 3 clusters Score -376985.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -377030.062500 Penalty: 3950.566162
	Iteration 9Q: 3 clusters Score -377030.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -377051.218750 Penalty: 3950.566162
	Iteration 10Q: 3 clusters Score -377051.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -377077.000000 Penalty: 3950.566162
	Iteration 11Q: 3 clusters Score -377077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -377099.125000 Penalty: 3950.566162
	Iteration 12Q: 3 clusters Score -377099.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -377120.812500 Penalty: 3950.566162
	Iteration 13Q: 3 clusters Score -377120.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -377136.437500 Penalty: 3950.566162
	Iteration 14Q: 3 clusters Score -377136.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -377151.156250 Penalty: 3950.566162
	Iteration 15Q: 3 clusters Score -377151.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -377167.187500 Penalty: 3950.566162
	Iteration 16Q: 3 clusters Score -377167.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -377187.187500 Penalty: 3950.566162
	Iteration 17Q: 3 clusters Score -377187.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -377203.406250 Penalty: 3950.566162
	Iteration 18Q: 3 clusters Score -377203.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -377217.906250 Penalty: 3950.566162
	Iteration 19Q: 3 clusters Score -377217.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -377226.843750 Penalty: 3950.566162
	Iteration 20F: 3 clusters Score -377226.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -377235.812500 Penalty: 3950.566162
	Iteration 21Q: 3 clusters Score -377235.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -377244.781250 Penalty: 3950.566162
	Iteration 22Q: 3 clusters Score -377244.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -377253.062500 Penalty: 3950.566162
	Iteration 23Q: 3 clusters Score -377253.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -377259.812500 Penalty: 3950.566162
	Iteration 24Q: 3 clusters Score -377259.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -377270.562500 Penalty: 3950.566162
	Iteration 25Q: 3 clusters Score -377270.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -377278.812500 Penalty: 3950.566162
	Iteration 26Q: 3 clusters Score -377278.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -377290.500000 Penalty: 3950.566162
	Iteration 27Q: 3 clusters Score -377290.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -377298.875000 Penalty: 3950.566162
	Iteration 28Q: 3 clusters Score -377298.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -377309.625000 Penalty: 3950.566162
	Iteration 29Q: 3 clusters Score -377309.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -377320.468750 Penalty: 3950.566162
	Iteration 30Q: 3 clusters Score -377320.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -377327.437500 Penalty: 3950.566162
	Iteration 31Q: 3 clusters Score -377327.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -377333.000000 Penalty: 3950.566162
	Iteration 32Q: 3 clusters Score -377333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -377338.843750 Penalty: 3950.566162
	Iteration 33Q: 3 clusters Score -377338.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -377343.406250 Penalty: 3950.566162
	Iteration 34Q: 3 clusters Score -377343.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -377349.218750 Penalty: 3950.566162
	Iteration 35Q: 3 clusters Score -377349.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -377353.250000 Penalty: 3950.566162
	Iteration 36Q: 3 clusters Score -377353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -377357.375000 Penalty: 3950.566162
	Iteration 37Q: 3 clusters Score -377357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -377359.437500 Penalty: 3950.566162
	Iteration 38Q: 3 clusters Score -377359.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -377360.843750 Penalty: 3950.566162
	Iteration 39Q: 3 clusters Score -377360.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -377364.437500 Penalty: 3950.566162
	Iteration 40F: 3 clusters Score -377364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -377363.656250 Penalty: 3950.566162
	Iteration 41Q: 3 clusters Score -377363.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -377364.593750 Penalty: 3950.566162
	Iteration 42Q: 3 clusters Score -377364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -377364.593750 Penalty: 3950.566162
	Iteration 43F: 3 clusters Score -377364.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -106349.062500 Penalty: 1670.473511
	Iteration 0F: 2 clusters Score -106349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104574.031250 Penalty: 3340.947021
	Iteration 0F: 3 clusters Score -104574 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104829.414062 Penalty: 3340.947021
	Iteration 1F: 3 clusters Score -104829.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104902.085938 Penalty: 3340.947021
	Iteration 2F: 3 clusters Score -104902.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104955.085938 Penalty: 3340.947021
	Iteration 3Q: 3 clusters Score -104955.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104995.148438 Penalty: 3340.947021
	Iteration 4Q: 3 clusters Score -104995.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105013.906250 Penalty: 3340.947021
	Iteration 5Q: 3 clusters Score -105013.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -105028.914062 Penalty: 3340.947021
	Iteration 6Q: 3 clusters Score -105028.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -105038.375000 Penalty: 3340.947021
	Iteration 7Q: 3 clusters Score -105038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105047.445312 Penalty: 3340.947021
	Iteration 8Q: 3 clusters Score -105047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105063.515625 Penalty: 3340.947021
	Iteration 9Q: 3 clusters Score -105063.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105075.554688 Penalty: 3340.947021
	Iteration 10Q: 3 clusters Score -105075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -105084.250000 Penalty: 3340.947021
	Iteration 11Q: 3 clusters Score -105084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105091.382812 Penalty: 3340.947021
	Iteration 12Q: 3 clusters Score -105091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -105092.679688 Penalty: 3340.947021
	Iteration 13Q: 3 clusters Score -105092.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -105092.679688 Penalty: 3340.947021
	Iteration 14F: 3 clusters Score -105092.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (230244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230244 members 
Entering Unmasked Estep 
Score: -31686612.000000 Penalty: 3062.030029
	Iteration 0F: 2 clusters Score -3.168661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115506 members 
Mstep: Class 2 contains 114738 members 
Entering Unmasked Estep 
Score: -31543086.000000 Penalty: 6124.060059
	Iteration 0F: 3 clusters Score -3.154309e+07 nChanged 110937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124059 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -31608888.000000 Penalty: 6124.060059
	Iteration 1F: 3 clusters Score -3.160889e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129655 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -31611236.000000 Penalty: 6124.060059
	Iteration 2Q: 3 clusters Score -3.161124e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138098 members 
Mstep: Class 2 contains 92146 members 
Entering Unmasked Estep 
Score: -31614908.000000 Penalty: 6124.060059
	Iteration 3Q: 3 clusters Score -3.161491e+07 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150446 members 
Mstep: Class 2 contains 79798 members 
Entering Unmasked Estep 
Score: -31621954.000000 Penalty: 6124.060059
	Iteration 4F: 3 clusters Score -3.162195e+07 nChanged 17277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167335 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -31632868.000000 Penalty: 6124.060059
	Iteration 5F: 3 clusters Score -3.163287e+07 nChanged 19738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186817 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -31647130.000000 Penalty: 6124.060059
	Iteration 6F: 3 clusters Score -3.164713e+07 nChanged 18025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204702 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -31661740.000000 Penalty: 6124.060059
	Iteration 7F: 3 clusters Score -3.166174e+07 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217050 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -31672208.000000 Penalty: 6124.060059
	Iteration 8F: 3 clusters Score -3.167221e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223450 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -31678148.000000 Penalty: 6124.060059
	Iteration 9Q: 3 clusters Score -3.167815e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226342 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -31680816.000000 Penalty: 6124.060059
	Iteration 10Q: 3 clusters Score -3.168082e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227697 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -31682102.000000 Penalty: 6124.060059
	Iteration 11Q: 3 clusters Score -3.16821e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228368 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -31682702.000000 Penalty: 6124.060059
	Iteration 12Q: 3 clusters Score -3.16827e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228682 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -31683012.000000 Penalty: 6124.060059
	Iteration 13Q: 3 clusters Score -3.168301e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228861 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -31683226.000000 Penalty: 6124.060059
	Iteration 14Q: 3 clusters Score -3.168323e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228990 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -31683336.000000 Penalty: 6124.060059
	Iteration 15Q: 3 clusters Score -3.168334e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229094 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -31683420.000000 Penalty: 6124.060059
	Iteration 16Q: 3 clusters Score -3.168342e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229163 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -31683504.000000 Penalty: 6124.060059
	Iteration 17Q: 3 clusters Score -3.16835e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229209 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -31683544.000000 Penalty: 6124.060059
	Iteration 18Q: 3 clusters Score -3.168354e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229233 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -31683556.000000 Penalty: 6124.060059
	Iteration 19Q: 3 clusters Score -3.168356e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229260 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -31683580.000000 Penalty: 6124.060059
	Iteration 20F: 3 clusters Score -3.168358e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229285 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -31683608.000000 Penalty: 6124.060059
	Iteration 21Q: 3 clusters Score -3.168361e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229289 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -31683616.000000 Penalty: 6124.060059
	Iteration 22Q: 3 clusters Score -3.168362e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229298 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -31683650.000000 Penalty: 6124.060059
	Iteration 23Q: 3 clusters Score -3.168365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229307 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -31683656.000000 Penalty: 6124.060059
	Iteration 24Q: 3 clusters Score -3.168366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229311 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -31683642.000000 Penalty: 6124.060059
	Iteration 25Q: 3 clusters Score -3.168364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229312 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -31683644.000000 Penalty: 6124.060059
	Iteration 26Q: 3 clusters Score -3.168364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229318 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -31683650.000000 Penalty: 6124.060059
	Iteration 27Q: 3 clusters Score -3.168365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229318 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -31683662.000000 Penalty: 6124.060059
	Iteration 28Q: 3 clusters Score -3.168366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229325 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -31683682.000000 Penalty: 6124.060059
	Iteration 29Q: 3 clusters Score -3.168368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229332 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -31683706.000000 Penalty: 6124.060059
	Iteration 30Q: 3 clusters Score -3.168371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229339 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -31683702.000000 Penalty: 6124.060059
	Iteration 31Q: 3 clusters Score -3.16837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229342 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -31683714.000000 Penalty: 6124.060059
	Iteration 32Q: 3 clusters Score -3.168371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229346 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -31683714.000000 Penalty: 6124.060059
	Iteration 33Q: 3 clusters Score -3.168371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229348 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -31683728.000000 Penalty: 6124.060059
	Iteration 34Q: 3 clusters Score -3.168373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229346 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -31683718.000000 Penalty: 6124.060059
	Iteration 35Q: 3 clusters Score -3.168372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229349 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -31683742.000000 Penalty: 6124.060059
	Iteration 36Q: 3 clusters Score -3.168374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229350 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -31683752.000000 Penalty: 6124.060059
	Iteration 37Q: 3 clusters Score -3.168375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229352 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -31683758.000000 Penalty: 6124.060059
	Iteration 38Q: 3 clusters Score -3.168376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229353 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -31683740.000000 Penalty: 6124.060059
	Iteration 39Q: 3 clusters Score -3.168374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229354 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -31683776.000000 Penalty: 6124.060059
	Iteration 40F: 3 clusters Score -3.168378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229357 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -31683772.000000 Penalty: 6124.060059
	Iteration 41Q: 3 clusters Score -3.168377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229360 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -31683746.000000 Penalty: 6124.060059
	Iteration 42Q: 3 clusters Score -3.168375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229362 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -31683756.000000 Penalty: 6124.060059
	Iteration 43Q: 3 clusters Score -3.168376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229362 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -31683742.000000 Penalty: 6124.060059
	Iteration 44Q: 3 clusters Score -3.168374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229362 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -31683742.000000 Penalty: 6124.060059
	Iteration 45Q: 3 clusters Score -3.168374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229362 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -31683742.000000 Penalty: 6124.060059
	Iteration 46F: 3 clusters Score -3.168374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -161160.437500 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -161160.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -159047.312500 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -159047.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159449.140625 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -159449.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -159668.328125 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -159668.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -159743.015625 Penalty: 3524.469971
	Iteration 3F: 3 clusters Score -159743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -159787.109375 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -159787.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -159815.187500 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -159815.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -159840.531250 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -159840.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -159870.140625 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -159870.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -159911.750000 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -159911.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -159958.296875 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -159958.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -159996.000000 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -159996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -160009.546875 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -160009.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -160031.921875 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -160031.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -160043.546875 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -160043.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -160054.062500 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -160054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -160059.171875 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -160059.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -160063.640625 Penalty: 3524.469971
	Iteration 16Q: 3 clusters Score -160063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -160067.921875 Penalty: 3524.469971
	Iteration 17Q: 3 clusters Score -160067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -160069.953125 Penalty: 3524.469971
	Iteration 18Q: 3 clusters Score -160070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -160070.796875 Penalty: 3524.469971
	Iteration 19Q: 3 clusters Score -160070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -160073.375000 Penalty: 3524.469971
	Iteration 20F: 3 clusters Score -160073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160075.734375 Penalty: 3524.469971
	Iteration 21Q: 3 clusters Score -160075.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -160082.093750 Penalty: 3524.469971
	Iteration 22Q: 3 clusters Score -160082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160083.265625 Penalty: 3524.469971
	Iteration 23Q: 3 clusters Score -160083.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -160084.000000 Penalty: 3524.469971
	Iteration 24Q: 3 clusters Score -160084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -160085.312500 Penalty: 3524.469971
	Iteration 25Q: 3 clusters Score -160085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -160086.593750 Penalty: 3524.469971
	Iteration 26Q: 3 clusters Score -160086.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -160089.468750 Penalty: 3524.469971
	Iteration 27Q: 3 clusters Score -160089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -160094.125000 Penalty: 3524.469971
	Iteration 28Q: 3 clusters Score -160094.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -160103.593750 Penalty: 3524.469971
	Iteration 29Q: 3 clusters Score -160103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -160109.421875 Penalty: 3524.469971
	Iteration 30Q: 3 clusters Score -160109.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -160115.578125 Penalty: 3524.469971
	Iteration 31Q: 3 clusters Score -160115.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -160122.250000 Penalty: 3524.469971
	Iteration 32Q: 3 clusters Score -160122.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160128.609375 Penalty: 3524.469971
	Iteration 33Q: 3 clusters Score -160128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -160136.937500 Penalty: 3524.469971
	Iteration 34Q: 3 clusters Score -160136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -160140.234375 Penalty: 3524.469971
	Iteration 35Q: 3 clusters Score -160140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -160145.218750 Penalty: 3524.469971
	Iteration 36Q: 3 clusters Score -160145.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -160150.937500 Penalty: 3524.469971
	Iteration 37Q: 3 clusters Score -160150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -160157.015625 Penalty: 3524.469971
	Iteration 38Q: 3 clusters Score -160157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -160164.390625 Penalty: 3524.469971
	Iteration 39Q: 3 clusters Score -160164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -160166.703125 Penalty: 3524.469971
	Iteration 40F: 3 clusters Score -160166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -160169.187500 Penalty: 3524.469971
	Iteration 41Q: 3 clusters Score -160169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -160169.187500 Penalty: 3524.469971
	Iteration 42F: 3 clusters Score -160169.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -157993.250000 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -157993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155918.031250 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -155918 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -156185.015625 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -156185 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -156295.281250 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -156295.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -156371.421875 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -156371.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -156421.187500 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -156421.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -156449.187500 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -156449.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -156463.984375 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -156464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -156475.031250 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -156475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156480.562500 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -156480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -156487.828125 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -156487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -156496.531250 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -156496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -156499.187500 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -156499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -156502.078125 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -156502.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -156505.968750 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -156506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -156508.968750 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -156509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -156511.890625 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -156511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -156514.859375 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -156514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -156515.843750 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -156515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -156516.937500 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -156516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -156517.234375 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -156517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -156517.234375 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -156517.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Entering Unmasked Estep 
Score: -1113271.125000 Penalty: 2238.879150
	Iteration 0F: 2 clusters Score -1113271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1106692.625000 Penalty: 4477.758301
	Iteration 0F: 3 clusters Score -1106693 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1108478.125000 Penalty: 4477.758301
	Iteration 1F: 3 clusters Score -1108478 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1108734.875000 Penalty: 4477.758301
	Iteration 2F: 3 clusters Score -1108735 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1108876.750000 Penalty: 4477.758301
	Iteration 3Q: 3 clusters Score -1108877 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1108993.000000 Penalty: 4477.758301
	Iteration 4Q: 3 clusters Score -1108993 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1109077.500000 Penalty: 4477.758301
	Iteration 5Q: 3 clusters Score -1109078 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1109161.625000 Penalty: 4477.758301
	Iteration 6Q: 3 clusters Score -1109162 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1109246.000000 Penalty: 4477.758301
	Iteration 7Q: 3 clusters Score -1109246 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1109340.500000 Penalty: 4477.758301
	Iteration 8Q: 3 clusters Score -1109340 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1109448.000000 Penalty: 4477.758301
	Iteration 9Q: 3 clusters Score -1109448 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1109577.000000 Penalty: 4477.758301
	Iteration 10Q: 3 clusters Score -1109577 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1109730.750000 Penalty: 4477.758301
	Iteration 11Q: 3 clusters Score -1109731 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1109901.500000 Penalty: 4477.758301
	Iteration 12Q: 3 clusters Score -1109902 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1110108.500000 Penalty: 4477.758301
	Iteration 13Q: 3 clusters Score -1110108 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1110319.875000 Penalty: 4477.758301
	Iteration 14Q: 3 clusters Score -1110320 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1110548.375000 Penalty: 4477.758301
	Iteration 15Q: 3 clusters Score -1110548 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1110746.500000 Penalty: 4477.758301
	Iteration 16Q: 3 clusters Score -1110746 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1110900.625000 Penalty: 4477.758301
	Iteration 17Q: 3 clusters Score -1110901 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1111009.250000 Penalty: 4477.758301
	Iteration 18Q: 3 clusters Score -1111009 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1111084.875000 Penalty: 4477.758301
	Iteration 19Q: 3 clusters Score -1111085 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1111152.000000 Penalty: 4477.758301
	Iteration 20F: 3 clusters Score -1111152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1111206.750000 Penalty: 4477.758301
	Iteration 21Q: 3 clusters Score -1111207 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1111251.625000 Penalty: 4477.758301
	Iteration 22Q: 3 clusters Score -1111252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1111279.875000 Penalty: 4477.758301
	Iteration 23Q: 3 clusters Score -1111280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1111300.750000 Penalty: 4477.758301
	Iteration 24Q: 3 clusters Score -1111301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1111320.625000 Penalty: 4477.758301
	Iteration 25Q: 3 clusters Score -1111321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1111330.375000 Penalty: 4477.758301
	Iteration 26Q: 3 clusters Score -1111330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1111344.500000 Penalty: 4477.758301
	Iteration 27Q: 3 clusters Score -1111344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1111355.625000 Penalty: 4477.758301
	Iteration 28Q: 3 clusters Score -1111356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1111365.250000 Penalty: 4477.758301
	Iteration 29Q: 3 clusters Score -1111365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1111368.625000 Penalty: 4477.758301
	Iteration 30Q: 3 clusters Score -1111369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1111377.250000 Penalty: 4477.758301
	Iteration 31Q: 3 clusters Score -1111377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1111380.000000 Penalty: 4477.758301
	Iteration 32Q: 3 clusters Score -1111380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1111382.125000 Penalty: 4477.758301
	Iteration 33Q: 3 clusters Score -1111382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1111388.750000 Penalty: 4477.758301
	Iteration 34Q: 3 clusters Score -1111389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1111390.750000 Penalty: 4477.758301
	Iteration 35Q: 3 clusters Score -1111391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1111391.500000 Penalty: 4477.758301
	Iteration 36Q: 3 clusters Score -1111392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1111393.750000 Penalty: 4477.758301
	Iteration 37Q: 3 clusters Score -1111394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1111397.500000 Penalty: 4477.758301
	Iteration 38Q: 3 clusters Score -1111398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1111403.500000 Penalty: 4477.758301
	Iteration 39Q: 3 clusters Score -1111404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1111406.125000 Penalty: 4477.758301
	Iteration 40F: 3 clusters Score -1111406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1111407.000000 Penalty: 4477.758301
	Iteration 41Q: 3 clusters Score -1111407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1111409.875000 Penalty: 4477.758301
	Iteration 42Q: 3 clusters Score -1111410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1111412.250000 Penalty: 4477.758301
	Iteration 43Q: 3 clusters Score -1111412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1111414.625000 Penalty: 4477.758301
	Iteration 44Q: 3 clusters Score -1111415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1111414.625000 Penalty: 4477.758301
	Iteration 45F: 3 clusters Score -1111415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (160216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160216 members 
Entering Unmasked Estep 
Score: -22107764.000000 Penalty: 2972.100830
	Iteration 0F: 2 clusters Score -2.210776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 79881 members 
Entering Unmasked Estep 
Score: -22002192.000000 Penalty: 5944.201660
	Iteration 0F: 3 clusters Score -2.200219e+07 nChanged 76862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 77101 members 
Entering Unmasked Estep 
Score: -22047188.000000 Penalty: 5944.201660
	Iteration 1F: 3 clusters Score -2.204719e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -22048160.000000 Penalty: 5944.201660
	Iteration 2Q: 3 clusters Score -2.204816e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87612 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -22049400.000000 Penalty: 5944.201660
	Iteration 3Q: 3 clusters Score -2.20494e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -22051188.000000 Penalty: 5944.201660
	Iteration 4Q: 3 clusters Score -2.205119e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -22054520.000000 Penalty: 5944.201660
	Iteration 5Q: 3 clusters Score -2.205452e+07 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -22060156.000000 Penalty: 5944.201660
	Iteration 6F: 3 clusters Score -2.206016e+07 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118654 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -22069010.000000 Penalty: 5944.201660
	Iteration 7F: 3 clusters Score -2.206901e+07 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132092 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -22080828.000000 Penalty: 5944.201660
	Iteration 8F: 3 clusters Score -2.208083e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144038 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -22092150.000000 Penalty: 5944.201660
	Iteration 9F: 3 clusters Score -2.209215e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152171 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -22099442.000000 Penalty: 5944.201660
	Iteration 10F: 3 clusters Score -2.209944e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -22102646.000000 Penalty: 5944.201660
	Iteration 11Q: 3 clusters Score -2.210265e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158381 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -22103960.000000 Penalty: 5944.201660
	Iteration 12Q: 3 clusters Score -2.210396e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -22104574.000000 Penalty: 5944.201660
	Iteration 13Q: 3 clusters Score -2.210457e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159468 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -22104816.000000 Penalty: 5944.201660
	Iteration 14Q: 3 clusters Score -2.210482e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159622 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -22104922.000000 Penalty: 5944.201660
	Iteration 15Q: 3 clusters Score -2.210492e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159708 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -22105002.000000 Penalty: 5944.201660
	Iteration 16Q: 3 clusters Score -2.2105e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159747 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -22105082.000000 Penalty: 5944.201660
	Iteration 17Q: 3 clusters Score -2.210508e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159765 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -22105072.000000 Penalty: 5944.201660
	Iteration 18Q: 3 clusters Score -2.210507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159776 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22105098.000000 Penalty: 5944.201660
	Iteration 19Q: 3 clusters Score -2.21051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159780 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22105090.000000 Penalty: 5944.201660
	Iteration 20F: 3 clusters Score -2.210509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159783 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22105110.000000 Penalty: 5944.201660
	Iteration 21Q: 3 clusters Score -2.210511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159788 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -22105112.000000 Penalty: 5944.201660
	Iteration 22Q: 3 clusters Score -2.210511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159796 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -22105130.000000 Penalty: 5944.201660
	Iteration 23Q: 3 clusters Score -2.210513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159797 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -22105122.000000 Penalty: 5944.201660
	Iteration 24Q: 3 clusters Score -2.210512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159802 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -22105144.000000 Penalty: 5944.201660
	Iteration 25Q: 3 clusters Score -2.210514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159805 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22105150.000000 Penalty: 5944.201660
	Iteration 26Q: 3 clusters Score -2.210515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22105176.000000 Penalty: 5944.201660
	Iteration 27Q: 3 clusters Score -2.210518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -22105160.000000 Penalty: 5944.201660
	Iteration 28Q: 3 clusters Score -2.210516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159815 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22105190.000000 Penalty: 5944.201660
	Iteration 29Q: 3 clusters Score -2.210519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159820 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22105168.000000 Penalty: 5944.201660
	Iteration 30Q: 3 clusters Score -2.210517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159821 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -22105174.000000 Penalty: 5944.201660
	Iteration 31Q: 3 clusters Score -2.210517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159823 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22105174.000000 Penalty: 5944.201660
	Iteration 32Q: 3 clusters Score -2.210517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159824 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22105176.000000 Penalty: 5944.201660
	Iteration 33Q: 3 clusters Score -2.210518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159825 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22105174.000000 Penalty: 5944.201660
	Iteration 34Q: 3 clusters Score -2.210517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159827 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22105188.000000 Penalty: 5944.201660
	Iteration 35Q: 3 clusters Score -2.210519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159829 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22105178.000000 Penalty: 5944.201660
	Iteration 36Q: 3 clusters Score -2.210518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159830 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22105182.000000 Penalty: 5944.201660
	Iteration 37Q: 3 clusters Score -2.210518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159831 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22105186.000000 Penalty: 5944.201660
	Iteration 38Q: 3 clusters Score -2.210519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159833 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22105194.000000 Penalty: 5944.201660
	Iteration 39Q: 3 clusters Score -2.210519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159835 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22105198.000000 Penalty: 5944.201660
	Iteration 40F: 3 clusters Score -2.21052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159836 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22105196.000000 Penalty: 5944.201660
	Iteration 41Q: 3 clusters Score -2.21052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159836 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22105200.000000 Penalty: 5944.201660
	Iteration 42Q: 3 clusters Score -2.21052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159837 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22105212.000000 Penalty: 5944.201660
	Iteration 43Q: 3 clusters Score -2.210521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159838 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -22105214.000000 Penalty: 5944.201660
	Iteration 44Q: 3 clusters Score -2.210521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159838 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -22105214.000000 Penalty: 5944.201660
	Iteration 45F: 3 clusters Score -2.210521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Entering Unmasked Estep 
Score: -2489352.250000 Penalty: 2429.342285
	Iteration 0F: 2 clusters Score -2489352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2476637.000000 Penalty: 4858.684570
	Iteration 0F: 3 clusters Score -2476637 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2480947.750000 Penalty: 4858.684570
	Iteration 1F: 3 clusters Score -2480948 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2481461.750000 Penalty: 4858.684570
	Iteration 2F: 3 clusters Score -2481462 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2481918.750000 Penalty: 4858.684570
	Iteration 3F: 3 clusters Score -2481919 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2482410.500000 Penalty: 4858.684570
	Iteration 4F: 3 clusters Score -2482410 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2483030.250000 Penalty: 4858.684570
	Iteration 5F: 3 clusters Score -2483030 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2483836.750000 Penalty: 4858.684570
	Iteration 6F: 3 clusters Score -2483837 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2484806.000000 Penalty: 4858.684570
	Iteration 7F: 3 clusters Score -2484806 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2485684.250000 Penalty: 4858.684570
	Iteration 8F: 3 clusters Score -2485684 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2486246.500000 Penalty: 4858.684570
	Iteration 9Q: 3 clusters Score -2486246 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2486561.500000 Penalty: 4858.684570
	Iteration 10Q: 3 clusters Score -2486562 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2486725.000000 Penalty: 4858.684570
	Iteration 11Q: 3 clusters Score -2486725 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2486820.500000 Penalty: 4858.684570
	Iteration 12Q: 3 clusters Score -2486820 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2486875.750000 Penalty: 4858.684570
	Iteration 13Q: 3 clusters Score -2486876 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2486940.500000 Penalty: 4858.684570
	Iteration 14Q: 3 clusters Score -2486940 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2486977.250000 Penalty: 4858.684570
	Iteration 15Q: 3 clusters Score -2486977 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2487006.500000 Penalty: 4858.684570
	Iteration 16Q: 3 clusters Score -2487006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2487039.500000 Penalty: 4858.684570
	Iteration 17Q: 3 clusters Score -2487040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2487056.250000 Penalty: 4858.684570
	Iteration 18Q: 3 clusters Score -2487056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2487077.000000 Penalty: 4858.684570
	Iteration 19Q: 3 clusters Score -2487077 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2487087.750000 Penalty: 4858.684570
	Iteration 20F: 3 clusters Score -2487088 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2487099.000000 Penalty: 4858.684570
	Iteration 21Q: 3 clusters Score -2487099 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2487109.250000 Penalty: 4858.684570
	Iteration 22Q: 3 clusters Score -2487109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2487131.750000 Penalty: 4858.684570
	Iteration 23Q: 3 clusters Score -2487132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2487152.000000 Penalty: 4858.684570
	Iteration 24Q: 3 clusters Score -2487152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2487175.500000 Penalty: 4858.684570
	Iteration 25Q: 3 clusters Score -2487176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2487183.750000 Penalty: 4858.684570
	Iteration 26Q: 3 clusters Score -2487184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2487209.250000 Penalty: 4858.684570
	Iteration 27Q: 3 clusters Score -2487209 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2487213.500000 Penalty: 4858.684570
	Iteration 28Q: 3 clusters Score -2487214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2487225.500000 Penalty: 4858.684570
	Iteration 29Q: 3 clusters Score -2487226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2487231.250000 Penalty: 4858.684570
	Iteration 30Q: 3 clusters Score -2487231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2487247.000000 Penalty: 4858.684570
	Iteration 31Q: 3 clusters Score -2487247 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2487249.000000 Penalty: 4858.684570
	Iteration 32Q: 3 clusters Score -2487249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2487263.750000 Penalty: 4858.684570
	Iteration 33Q: 3 clusters Score -2487264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2487290.000000 Penalty: 4858.684570
	Iteration 34Q: 3 clusters Score -2487290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2487298.500000 Penalty: 4858.684570
	Iteration 35Q: 3 clusters Score -2487298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2487315.000000 Penalty: 4858.684570
	Iteration 36Q: 3 clusters Score -2487315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2487323.000000 Penalty: 4858.684570
	Iteration 37Q: 3 clusters Score -2487323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2487336.000000 Penalty: 4858.684570
	Iteration 38Q: 3 clusters Score -2487336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2487352.500000 Penalty: 4858.684570
	Iteration 39Q: 3 clusters Score -2487352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2487360.000000 Penalty: 4858.684570
	Iteration 40F: 3 clusters Score -2487360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2487369.750000 Penalty: 4858.684570
	Iteration 41Q: 3 clusters Score -2487370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2487369.000000 Penalty: 4858.684570
	Iteration 42Q: 3 clusters Score -2487369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2487369.750000 Penalty: 4858.684570
	Iteration 43Q: 3 clusters Score -2487370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2487372.500000 Penalty: 4858.684570
	Iteration 44Q: 3 clusters Score -2487372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2487376.250000 Penalty: 4858.684570
	Iteration 45Q: 3 clusters Score -2487376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2487379.000000 Penalty: 4858.684570
	Iteration 46Q: 3 clusters Score -2487379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2487376.500000 Penalty: 4858.684570
	Iteration 47Q: 3 clusters Score -2487376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2487378.750000 Penalty: 4858.684570
	Iteration 48Q: 3 clusters Score -2487379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2487378.750000 Penalty: 4858.684570
	Iteration 49F: 3 clusters Score -2487379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Entering Unmasked Estep 
Score: -6115459.500000 Penalty: 2651.179199
	Iteration 0F: 2 clusters Score -6115460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -6085837.500000 Penalty: 5302.358398
	Iteration 0F: 3 clusters Score -6085838 nChanged 20171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -6096778.500000 Penalty: 5302.358398
	Iteration 1F: 3 clusters Score -6096778 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -6097302.000000 Penalty: 5302.358398
	Iteration 2Q: 3 clusters Score -6097302 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -6097723.500000 Penalty: 5302.358398
	Iteration 3Q: 3 clusters Score -6097724 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -6098185.500000 Penalty: 5302.358398
	Iteration 4Q: 3 clusters Score -6098186 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -6098769.500000 Penalty: 5302.358398
	Iteration 5Q: 3 clusters Score -6098770 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6099637.000000 Penalty: 5302.358398
	Iteration 6Q: 3 clusters Score -6099637 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -6100985.500000 Penalty: 5302.358398
	Iteration 7F: 3 clusters Score -6100986 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -6102953.000000 Penalty: 5302.358398
	Iteration 8F: 3 clusters Score -6102953 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -6105325.000000 Penalty: 5302.358398
	Iteration 9F: 3 clusters Score -6105325 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -6107736.500000 Penalty: 5302.358398
	Iteration 10F: 3 clusters Score -6107736 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -6109697.500000 Penalty: 5302.358398
	Iteration 11Q: 3 clusters Score -6109698 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -6110809.000000 Penalty: 5302.358398
	Iteration 12Q: 3 clusters Score -6110809 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -6111348.500000 Penalty: 5302.358398
	Iteration 13Q: 3 clusters Score -6111348 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -6111665.500000 Penalty: 5302.358398
	Iteration 14Q: 3 clusters Score -6111666 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -6111909.500000 Penalty: 5302.358398
	Iteration 15Q: 3 clusters Score -6111910 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -6112084.500000 Penalty: 5302.358398
	Iteration 16Q: 3 clusters Score -6112084 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -6112213.500000 Penalty: 5302.358398
	Iteration 17Q: 3 clusters Score -6112214 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -6112297.500000 Penalty: 5302.358398
	Iteration 18Q: 3 clusters Score -6112298 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -6112346.500000 Penalty: 5302.358398
	Iteration 19Q: 3 clusters Score -6112346 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -6112424.000000 Penalty: 5302.358398
	Iteration 20F: 3 clusters Score -6112424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -6112467.500000 Penalty: 5302.358398
	Iteration 21Q: 3 clusters Score -6112468 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -6112529.500000 Penalty: 5302.358398
	Iteration 22Q: 3 clusters Score -6112530 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -6112612.000000 Penalty: 5302.358398
	Iteration 23Q: 3 clusters Score -6112612 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -6112665.500000 Penalty: 5302.358398
	Iteration 24Q: 3 clusters Score -6112666 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -6112708.500000 Penalty: 5302.358398
	Iteration 25Q: 3 clusters Score -6112708 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -6112749.000000 Penalty: 5302.358398
	Iteration 26Q: 3 clusters Score -6112749 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -6112808.000000 Penalty: 5302.358398
	Iteration 27Q: 3 clusters Score -6112808 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -6112830.000000 Penalty: 5302.358398
	Iteration 28Q: 3 clusters Score -6112830 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -6112853.500000 Penalty: 5302.358398
	Iteration 29Q: 3 clusters Score -6112854 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -6112886.500000 Penalty: 5302.358398
	Iteration 30Q: 3 clusters Score -6112886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -6112881.000000 Penalty: 5302.358398
	Iteration 31Q: 3 clusters Score -6112881 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -6112908.000000 Penalty: 5302.358398
	Iteration 32Q: 3 clusters Score -6112908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -6112931.000000 Penalty: 5302.358398
	Iteration 33Q: 3 clusters Score -6112931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -6112948.000000 Penalty: 5302.358398
	Iteration 34Q: 3 clusters Score -6112948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -6112964.500000 Penalty: 5302.358398
	Iteration 35Q: 3 clusters Score -6112964 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -6112959.000000 Penalty: 5302.358398
	Iteration 36Q: 3 clusters Score -6112959 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -6112988.500000 Penalty: 5302.358398
	Iteration 37Q: 3 clusters Score -6112988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -6112996.500000 Penalty: 5302.358398
	Iteration 38Q: 3 clusters Score -6112996 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -6113009.500000 Penalty: 5302.358398
	Iteration 39Q: 3 clusters Score -6113010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -6113031.500000 Penalty: 5302.358398
	Iteration 40F: 3 clusters Score -6113032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -6113057.000000 Penalty: 5302.358398
	Iteration 41Q: 3 clusters Score -6113057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -6113062.500000 Penalty: 5302.358398
	Iteration 42Q: 3 clusters Score -6113062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -6113072.500000 Penalty: 5302.358398
	Iteration 43Q: 3 clusters Score -6113072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -6113086.500000 Penalty: 5302.358398
	Iteration 44Q: 3 clusters Score -6113086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -6113085.000000 Penalty: 5302.358398
	Iteration 45Q: 3 clusters Score -6113085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -6113097.000000 Penalty: 5302.358398
	Iteration 46Q: 3 clusters Score -6113097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -6113096.000000 Penalty: 5302.358398
	Iteration 47Q: 3 clusters Score -6113096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -6113107.500000 Penalty: 5302.358398
	Iteration 48Q: 3 clusters Score -6113108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -6113122.500000 Penalty: 5302.358398
	Iteration 49Q: 3 clusters Score -6113122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -6113136.000000 Penalty: 5302.358398
	Iteration 50Q: 3 clusters Score -6113136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -6113155.500000 Penalty: 5302.358398
	Iteration 51Q: 3 clusters Score -6113156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -6113176.000000 Penalty: 5302.358398
	Iteration 52Q: 3 clusters Score -6113176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -6113195.500000 Penalty: 5302.358398
	Iteration 53Q: 3 clusters Score -6113196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -6113196.500000 Penalty: 5302.358398
	Iteration 54Q: 3 clusters Score -6113196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -6113197.000000 Penalty: 5302.358398
	Iteration 55Q: 3 clusters Score -6113197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -6113203.500000 Penalty: 5302.358398
	Iteration 56Q: 3 clusters Score -6113204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -6113204.000000 Penalty: 5302.358398
	Iteration 57Q: 3 clusters Score -6113204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -6113205.000000 Penalty: 5302.358398
	Iteration 58Q: 3 clusters Score -6113205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -6113207.000000 Penalty: 5302.358398
	Iteration 59Q: 3 clusters Score -6113207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -6113216.500000 Penalty: 5302.358398
	Iteration 60F: 3 clusters Score -6113216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -6113221.000000 Penalty: 5302.358398
	Iteration 61Q: 3 clusters Score -6113221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -6113222.500000 Penalty: 5302.358398
	Iteration 62Q: 3 clusters Score -6113222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -6113222.000000 Penalty: 5302.358398
	Iteration 63Q: 3 clusters Score -6113222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -6113231.500000 Penalty: 5302.358398
	Iteration 64Q: 3 clusters Score -6113232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -6113236.000000 Penalty: 5302.358398
	Iteration 65Q: 3 clusters Score -6113236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -6113231.500000 Penalty: 5302.358398
	Iteration 66Q: 3 clusters Score -6113232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -6113246.500000 Penalty: 5302.358398
	Iteration 67Q: 3 clusters Score -6113246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -6113253.000000 Penalty: 5302.358398
	Iteration 68Q: 3 clusters Score -6113253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -6113257.000000 Penalty: 5302.358398
	Iteration 69Q: 3 clusters Score -6113257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -6113255.500000 Penalty: 5302.358398
	Iteration 70Q: 3 clusters Score -6113256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -6113262.500000 Penalty: 5302.358398
	Iteration 71Q: 3 clusters Score -6113262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -6113262.000000 Penalty: 5302.358398
	Iteration 72Q: 3 clusters Score -6113262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -6113273.000000 Penalty: 5302.358398
	Iteration 73Q: 3 clusters Score -6113273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -6113275.000000 Penalty: 5302.358398
	Iteration 74Q: 3 clusters Score -6113275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -6113280.500000 Penalty: 5302.358398
	Iteration 75Q: 3 clusters Score -6113280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -6113280.000000 Penalty: 5302.358398
	Iteration 76Q: 3 clusters Score -6113280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -6113285.500000 Penalty: 5302.358398
	Iteration 77Q: 3 clusters Score -6113286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -6113285.000000 Penalty: 5302.358398
	Iteration 78Q: 3 clusters Score -6113285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -6113277.000000 Penalty: 5302.358398
	Iteration 79Q: 3 clusters Score -6113277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -6113279.000000 Penalty: 5302.358398
	Iteration 80F: 3 clusters Score -6113279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -6113290.500000 Penalty: 5302.358398
	Iteration 81Q: 3 clusters Score -6113290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -6113281.000000 Penalty: 5302.358398
	Iteration 82Q: 3 clusters Score -6113281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -6113290.000000 Penalty: 5302.358398
	Iteration 83Q: 3 clusters Score -6113290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -6113288.500000 Penalty: 5302.358398
	Iteration 84Q: 3 clusters Score -6113288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -6113284.500000 Penalty: 5302.358398
	Iteration 85Q: 3 clusters Score -6113284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -6113296.000000 Penalty: 5302.358398
	Iteration 86Q: 3 clusters Score -6113296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -6113295.500000 Penalty: 5302.358398
	Iteration 87Q: 3 clusters Score -6113296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -6113300.500000 Penalty: 5302.358398
	Iteration 88Q: 3 clusters Score -6113300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -6113303.500000 Penalty: 5302.358398
	Iteration 89Q: 3 clusters Score -6113304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -6113299.500000 Penalty: 5302.358398
	Iteration 90Q: 3 clusters Score -6113300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -6113299.500000 Penalty: 5302.358398
	Iteration 91F: 3 clusters Score -6113300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165685 members 
Entering Unmasked Estep 
Score: -22822808.000000 Penalty: 2980.425049
	Iteration 0F: 2 clusters Score -2.282281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -22715160.000000 Penalty: 5960.850098
	Iteration 0F: 3 clusters Score -2.271516e+07 nChanged 79430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -22762170.000000 Penalty: 5960.850098
	Iteration 1F: 3 clusters Score -2.276217e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92155 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -22764064.000000 Penalty: 5960.850098
	Iteration 2Q: 3 clusters Score -2.276406e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97029 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -22766748.000000 Penalty: 5960.850098
	Iteration 3Q: 3 clusters Score -2.276675e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104014 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -22771312.000000 Penalty: 5960.850098
	Iteration 4Q: 3 clusters Score -2.277131e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113562 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -22778318.000000 Penalty: 5960.850098
	Iteration 5F: 3 clusters Score -2.277832e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125321 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -22788068.000000 Penalty: 5960.850098
	Iteration 6F: 3 clusters Score -2.278807e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137401 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -22799116.000000 Penalty: 5960.850098
	Iteration 7F: 3 clusters Score -2.279912e+07 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148391 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -22808696.000000 Penalty: 5960.850098
	Iteration 8F: 3 clusters Score -2.28087e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -22814812.000000 Penalty: 5960.850098
	Iteration 9Q: 3 clusters Score -2.281481e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161184 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -22818130.000000 Penalty: 5960.850098
	Iteration 10Q: 3 clusters Score -2.281813e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -22819754.000000 Penalty: 5960.850098
	Iteration 11Q: 3 clusters Score -2.281975e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164349 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -22820522.000000 Penalty: 5960.850098
	Iteration 12Q: 3 clusters Score -2.282052e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164678 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22820944.000000 Penalty: 5960.850098
	Iteration 13Q: 3 clusters Score -2.282094e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164813 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -22821170.000000 Penalty: 5960.850098
	Iteration 14Q: 3 clusters Score -2.282117e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164854 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -22821344.000000 Penalty: 5960.850098
	Iteration 15Q: 3 clusters Score -2.282134e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164870 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -22821390.000000 Penalty: 5960.850098
	Iteration 16Q: 3 clusters Score -2.282139e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164868 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -22821436.000000 Penalty: 5960.850098
	Iteration 17Q: 3 clusters Score -2.282144e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164859 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -22821448.000000 Penalty: 5960.850098
	Iteration 18Q: 3 clusters Score -2.282145e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164864 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -22821472.000000 Penalty: 5960.850098
	Iteration 19Q: 3 clusters Score -2.282147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164860 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -22821576.000000 Penalty: 5960.850098
	Iteration 20F: 3 clusters Score -2.282158e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164826 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -22821646.000000 Penalty: 5960.850098
	Iteration 21Q: 3 clusters Score -2.282165e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164793 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22821716.000000 Penalty: 5960.850098
	Iteration 22Q: 3 clusters Score -2.282172e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164762 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -22821746.000000 Penalty: 5960.850098
	Iteration 23Q: 3 clusters Score -2.282175e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -22821762.000000 Penalty: 5960.850098
	Iteration 24Q: 3 clusters Score -2.282176e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164702 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -22821778.000000 Penalty: 5960.850098
	Iteration 25Q: 3 clusters Score -2.282178e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164678 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22821810.000000 Penalty: 5960.850098
	Iteration 26Q: 3 clusters Score -2.282181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164672 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -22821832.000000 Penalty: 5960.850098
	Iteration 27Q: 3 clusters Score -2.282183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164665 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -22821828.000000 Penalty: 5960.850098
	Iteration 28Q: 3 clusters Score -2.282183e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164655 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -22821830.000000 Penalty: 5960.850098
	Iteration 29Q: 3 clusters Score -2.282183e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164643 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -22821862.000000 Penalty: 5960.850098
	Iteration 30Q: 3 clusters Score -2.282186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164634 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -22821862.000000 Penalty: 5960.850098
	Iteration 31Q: 3 clusters Score -2.282186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164629 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -22821872.000000 Penalty: 5960.850098
	Iteration 32Q: 3 clusters Score -2.282187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164626 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -22821888.000000 Penalty: 5960.850098
	Iteration 33Q: 3 clusters Score -2.282189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164622 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -22821880.000000 Penalty: 5960.850098
	Iteration 34Q: 3 clusters Score -2.282188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164617 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -22821878.000000 Penalty: 5960.850098
	Iteration 35Q: 3 clusters Score -2.282188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164614 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -22821892.000000 Penalty: 5960.850098
	Iteration 36Q: 3 clusters Score -2.282189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164609 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -22821892.000000 Penalty: 5960.850098
	Iteration 37Q: 3 clusters Score -2.282189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164605 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -22821884.000000 Penalty: 5960.850098
	Iteration 38Q: 3 clusters Score -2.282188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164600 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -22821912.000000 Penalty: 5960.850098
	Iteration 39Q: 3 clusters Score -2.282191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164595 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -22821936.000000 Penalty: 5960.850098
	Iteration 40F: 3 clusters Score -2.282194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164586 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -22821948.000000 Penalty: 5960.850098
	Iteration 41Q: 3 clusters Score -2.282195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164575 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -22821942.000000 Penalty: 5960.850098
	Iteration 42Q: 3 clusters Score -2.282194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164561 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -22821948.000000 Penalty: 5960.850098
	Iteration 43Q: 3 clusters Score -2.282195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164551 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -22821936.000000 Penalty: 5960.850098
	Iteration 44Q: 3 clusters Score -2.282194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164538 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -22821956.000000 Penalty: 5960.850098
	Iteration 45Q: 3 clusters Score -2.282196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164535 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -22821948.000000 Penalty: 5960.850098
	Iteration 46Q: 3 clusters Score -2.282195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164532 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22821952.000000 Penalty: 5960.850098
	Iteration 47Q: 3 clusters Score -2.282195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164529 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -22821956.000000 Penalty: 5960.850098
	Iteration 48Q: 3 clusters Score -2.282196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164527 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -22821940.000000 Penalty: 5960.850098
	Iteration 49Q: 3 clusters Score -2.282194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -22821936.000000 Penalty: 5960.850098
	Iteration 50Q: 3 clusters Score -2.282194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164523 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -22821956.000000 Penalty: 5960.850098
	Iteration 51Q: 3 clusters Score -2.282196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164522 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -22821944.000000 Penalty: 5960.850098
	Iteration 52Q: 3 clusters Score -2.282194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164519 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22821948.000000 Penalty: 5960.850098
	Iteration 53Q: 3 clusters Score -2.282195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164516 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -22821960.000000 Penalty: 5960.850098
	Iteration 54Q: 3 clusters Score -2.282196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164514 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -22821958.000000 Penalty: 5960.850098
	Iteration 55Q: 3 clusters Score -2.282196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164514 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -22821950.000000 Penalty: 5960.850098
	Iteration 56Q: 3 clusters Score -2.282195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164511 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -22821952.000000 Penalty: 5960.850098
	Iteration 57Q: 3 clusters Score -2.282195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164510 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22821952.000000 Penalty: 5960.850098
	Iteration 58Q: 3 clusters Score -2.282195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164510 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22821952.000000 Penalty: 5960.850098
	Iteration 59F: 3 clusters Score -2.282195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -113979.726562 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -113979.7 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 519 members 
Entering Unmasked Estep 
Score: -112147.546875 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -112147.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -112675.250000 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -112675.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -112927.953125 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -112928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -113189.601562 Penalty: 3414.197266
	Iteration 3F: 3 clusters Score -113189.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -113446.921875 Penalty: 3414.197266
	Iteration 4F: 3 clusters Score -113446.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -113749.203125 Penalty: 3414.197266
	Iteration 5F: 3 clusters Score -113749.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -114085.171875 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -114085.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -114285.062500 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -114285.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -114442.500000 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -114442.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -114567.234375 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -114567.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -114672.062500 Penalty: 3414.197266
	Iteration 10Q: 3 clusters Score -114672.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -114747.687500 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -114747.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114825.148438 Penalty: 3414.197266
	Iteration 12Q: 3 clusters Score -114825.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -114888.968750 Penalty: 3414.197266
	Iteration 13Q: 3 clusters Score -114889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -114966.890625 Penalty: 3414.197266
	Iteration 14Q: 3 clusters Score -114966.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -114998.179688 Penalty: 3414.197266
	Iteration 15Q: 3 clusters Score -114998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -115006.648438 Penalty: 3414.197266
	Iteration 16Q: 3 clusters Score -115006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -115016.843750 Penalty: 3414.197266
	Iteration 17Q: 3 clusters Score -115016.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -115054.476562 Penalty: 3414.197266
	Iteration 18Q: 3 clusters Score -115054.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -115119.179688 Penalty: 3414.197266
	Iteration 19Q: 3 clusters Score -115119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -115222.789062 Penalty: 3414.197266
	Iteration 20F: 3 clusters Score -115222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -115242.367188 Penalty: 3414.197266
	Iteration 21Q: 3 clusters Score -115242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -115243.226562 Penalty: 3414.197266
	Iteration 22Q: 3 clusters Score -115243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -115243.226562 Penalty: 3414.197266
	Iteration 23F: 3 clusters Score -115243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 50436 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 111357 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 94907 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 230244 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 160216 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 43925 members 
Mstep: Class 20 contains 165685 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 573 members 
Entering Unmasked Estep 
Score: -137464144.000000 Penalty: 75454.375000
Splitting cluster 21 changes total score from -137464512.000000 to -137464144.000000
So it's not getting split.
--- Evaluating fit on full set of 3042614 points ---
Entering Unmasked Estep 
Score: -404468192.000000 Penalty: 77746.210938
22->22 Clusters: Score -404468192.000000, best is -404538304.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1014204 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 46088 members 
Mstep: Class 3 contains 45953 members 
Mstep: Class 4 contains 46144 members 
Mstep: Class 5 contains 46004 members 
Mstep: Class 6 contains 45855 members 
Mstep: Class 7 contains 46637 members 
Mstep: Class 8 contains 45962 members 
Mstep: Class 9 contains 46234 members 
Mstep: Class 10 contains 46480 members 
Mstep: Class 11 contains 45898 members 
Mstep: Class 12 contains 46382 members 
Mstep: Class 13 contains 46276 members 
Mstep: Class 14 contains 45710 members 
Mstep: Class 15 contains 45939 members 
Mstep: Class 16 contains 46459 members 
Mstep: Class 17 contains 46152 members 
Mstep: Class 18 contains 45970 members 
Mstep: Class 19 contains 46051 members 
Mstep: Class 20 contains 46058 members 
Mstep: Class 21 contains 45859 members 
Mstep: Class 22 contains 45890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 155.454880 but Gain 3429.742188
Score: -132821752.000000 Penalty: 72024.632812
Iteration 0F: 22 clusters Score -1.328218e+08 nChanged 965325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2297 members 
Mstep: Class 1 contains 112344 members 
Mstep: Class 2 contains 13120 members 
Mstep: Class 3 contains 60920 members 
Mstep: Class 4 contains 80019 members 
Mstep: Class 5 contains 8683 members 
Mstep: Class 6 contains 56491 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 8 contains 60993 members 
Mstep: Class 9 contains 34426 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 40781 members 
Mstep: Class 12 contains 62485 members 
Mstep: Class 13 contains 3787 members 
Mstep: Class 14 contains 54820 members 
Mstep: Class 15 contains 69036 members 
Mstep: Class 16 contains 60445 members 
Mstep: Class 17 contains 94925 members 
Mstep: Class 18 contains 18026 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 33238 members 
Mstep: Class 22 contains 122214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1514.516846 but Gain 3429.742188
Score: -135785136.000000 Penalty: 68594.890625
Iteration 1F: 21 clusters Score -1.357851e+08 nChanged 349389
Entering Unmasked Mstep 
Mstep: Class 0 contains 2239 members 
Mstep: Class 1 contains 149869 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 48563 members 
Mstep: Class 4 contains 85618 members 
Mstep: Class 5 contains 4588 members 
Mstep: Class 6 contains 60940 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 69049 members 
Mstep: Class 9 contains 30048 members 
Mstep: Class 10 contains 5649 members 
Mstep: Class 11 contains 19472 members 
Mstep: Class 12 contains 35502 members 
Mstep: Class 14 contains 47785 members 
Mstep: Class 15 contains 85669 members 
Mstep: Class 16 contains 35791 members 
Mstep: Class 17 contains 119458 members 
Mstep: Class 18 contains 5341 members 
Mstep: Class 20 contains 6710 members 
Mstep: Class 21 contains 28985 members 
Mstep: Class 22 contains 163028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2107.754883 but Gain 3429.746094
Score: -136329472.000000 Penalty: 65165.144531
Iteration 2F: 20 clusters Score -1.363295e+08 nChanged 227957
Entering Unmasked Mstep 
Mstep: Class 0 contains 1788 members 
Mstep: Class 1 contains 175870 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 40059 members 
Mstep: Class 4 contains 92181 members 
Mstep: Class 5 contains 2626 members 
Mstep: Class 6 contains 54296 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 66733 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 11 contains 12875 members 
Mstep: Class 12 contains 14038 members 
Mstep: Class 14 contains 45495 members 
Mstep: Class 15 contains 104923 members 
Mstep: Class 16 contains 15249 members 
Mstep: Class 17 contains 134335 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 194243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1713.376465 but Gain 3429.746094
Score: -136667632.000000 Penalty: 61735.398438
Iteration 3F: 19 clusters Score -1.366676e+08 nChanged 177949
Entering Unmasked Mstep 
Mstep: Class 0 contains 401 members 
Mstep: Class 1 contains 192859 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 31302 members 
Mstep: Class 4 contains 99984 members 
Mstep: Class 6 contains 43376 members 
Mstep: Class 7 contains 2471 members 
Mstep: Class 8 contains 60793 members 
Mstep: Class 9 contains 14958 members 
Mstep: Class 11 contains 8528 members 
Mstep: Class 12 contains 4278 members 
Mstep: Class 14 contains 47268 members 
Mstep: Class 15 contains 113843 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 144411 members 
Mstep: Class 18 contains 1502 members 
Mstep: Class 20 contains 7855 members 
Mstep: Class 21 contains 13802 members 
Mstep: Class 22 contains 218349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2341.500977 but Gain 3429.742188
Score: -136866064.000000 Penalty: 58305.656250
Iteration 4F: 18 clusters Score -1.368661e+08 nChanged 144814
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 195469 members 
Mstep: Class 3 contains 24214 members 
Mstep: Class 4 contains 111209 members 
Mstep: Class 6 contains 32927 members 
Mstep: Class 7 contains 2775 members 
Mstep: Class 8 contains 55296 members 
Mstep: Class 9 contains 10356 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 14 contains 51223 members 
Mstep: Class 15 contains 116226 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 154513 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 233914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136949248.000000 Penalty: 58305.656250
Iteration 5F: 18 clusters Score -1.369492e+08 nChanged 125824
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 183991 members 
Mstep: Class 3 contains 18801 members 
Mstep: Class 4 contains 126006 members 
Mstep: Class 6 contains 25215 members 
Mstep: Class 7 contains 2792 members 
Mstep: Class 8 contains 51405 members 
Mstep: Class 9 contains 7741 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 14 contains 56200 members 
Mstep: Class 15 contains 114040 members 
Mstep: Class 16 contains 652 members 
Mstep: Class 17 contains 166770 members 
Mstep: Class 18 contains 1495 members 
Mstep: Class 20 contains 5278 members 
Mstep: Class 21 contains 5773 members 
Mstep: Class 22 contains 242437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137018528.000000 Penalty: 58305.656250
Iteration 6F: 18 clusters Score -1.370185e+08 nChanged 118046
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 167615 members 
Mstep: Class 3 contains 14643 members 
Mstep: Class 4 contains 144809 members 
Mstep: Class 6 contains 19861 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 49331 members 
Mstep: Class 9 contains 6249 members 
Mstep: Class 11 contains 3280 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 14 contains 60871 members 
Mstep: Class 15 contains 108994 members 
Mstep: Class 16 contains 458 members 
Mstep: Class 17 contains 178968 members 
Mstep: Class 18 contains 1530 members 
Mstep: Class 20 contains 4296 members 
Mstep: Class 21 contains 3674 members 
Mstep: Class 22 contains 245532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2270.788818 but Gain 3429.746094
Score: -137083728.000000 Penalty: 54875.910156
Iteration 7F: 17 clusters Score -1.370837e+08 nChanged 114565
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 152962 members 
Mstep: Class 3 contains 11846 members 
Mstep: Class 4 contains 169107 members 
Mstep: Class 6 contains 16476 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 48926 members 
Mstep: Class 9 contains 5173 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 64866 members 
Mstep: Class 15 contains 102520 members 
Mstep: Class 16 contains 380 members 
Mstep: Class 17 contains 187042 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 242854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144464.000000 Penalty: 54875.910156
Iteration 8F: 17 clusters Score -1.371445e+08 nChanged 103247
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 142049 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 200090 members 
Mstep: Class 6 contains 14403 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 49606 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 66103 members 
Mstep: Class 15 contains 95992 members 
Mstep: Class 16 contains 356 members 
Mstep: Class 17 contains 186149 members 
Mstep: Class 18 contains 1667 members 
Mstep: Class 20 contains 3304 members 
Mstep: Class 22 contains 233986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137188880.000000 Penalty: 54875.910156
Iteration 9F: 17 clusters Score -1.371889e+08 nChanged 93859
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 135507 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 238833 members 
Mstep: Class 6 contains 13257 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 50600 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 65836 members 
Mstep: Class 15 contains 90137 members 
Mstep: Class 16 contains 340 members 
Mstep: Class 17 contains 176057 members 
Mstep: Class 18 contains 1736 members 
Mstep: Class 20 contains 3089 members 
Mstep: Class 22 contains 220361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137223776.000000 Penalty: 54875.910156
Iteration 10F: 17 clusters Score -1.372238e+08 nChanged 86033
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 131748 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 280406 members 
Mstep: Class 6 contains 12724 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 51368 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 64837 members 
Mstep: Class 15 contains 85205 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 161849 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 20 contains 2973 members 
Mstep: Class 22 contains 203658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137222912.000000 Penalty: 54875.910156
Iteration 11F: 17 clusters Score -1.372229e+08 nChanged 80511
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 131572 members 
Mstep: Class 3 contains 7453 members 
Mstep: Class 4 contains 309871 members 
Mstep: Class 6 contains 12987 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 52939 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 64078 members 
Mstep: Class 15 contains 81970 members 
Mstep: Class 16 contains 319 members 
Mstep: Class 17 contains 152840 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 22 contains 186064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137179744.000000 Penalty: 54875.910156
Iteration 12F: 17 clusters Score -1.371797e+08 nChanged 68459
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 137157 members 
Mstep: Class 3 contains 7439 members 
Mstep: Class 4 contains 305069 members 
Mstep: Class 6 contains 14148 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 56016 members 
Mstep: Class 9 contains 3871 members 
Mstep: Class 11 contains 1674 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 63410 members 
Mstep: Class 15 contains 79825 members 
Mstep: Class 16 contains 311 members 
Mstep: Class 17 contains 154352 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 22 contains 182051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137198352.000000 Penalty: 54875.910156
Iteration 13F: 17 clusters Score -1.371984e+08 nChanged 47906
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 143823 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 292502 members 
Mstep: Class 6 contains 15629 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 59568 members 
Mstep: Class 9 contains 4279 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 62603 members 
Mstep: Class 15 contains 77744 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 159525 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 22 contains 180263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137231600.000000 Penalty: 54875.910156
Iteration 14Q: 17 clusters Score -1.372316e+08 nChanged 39202
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 149894 members 
Mstep: Class 3 contains 7386 members 
Mstep: Class 4 contains 282581 members 
Mstep: Class 6 contains 17184 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 62844 members 
Mstep: Class 9 contains 4679 members 
Mstep: Class 11 contains 1618 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 61652 members 
Mstep: Class 15 contains 75434 members 
Mstep: Class 16 contains 290 members 
Mstep: Class 17 contains 164548 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 22 contains 177192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137256016.000000 Penalty: 54875.910156
Iteration 15Q: 17 clusters Score -1.37256e+08 nChanged 34759
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 154533 members 
Mstep: Class 3 contains 7424 members 
Mstep: Class 4 contains 275559 members 
Mstep: Class 6 contains 18757 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 66010 members 
Mstep: Class 9 contains 5066 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 60664 members 
Mstep: Class 15 contains 73025 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 168705 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 20 contains 2859 members 
Mstep: Class 22 contains 173737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137275024.000000 Penalty: 54875.910156
Iteration 16Q: 17 clusters Score -1.37275e+08 nChanged 31719
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 157867 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 270966 members 
Mstep: Class 6 contains 20257 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 69020 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 59568 members 
Mstep: Class 15 contains 70684 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 171737 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 20 contains 2840 members 
Mstep: Class 22 contains 170481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137287680.000000 Penalty: 54875.910156
Iteration 17Q: 17 clusters Score -1.372877e+08 nChanged 29278
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 160684 members 
Mstep: Class 3 contains 7635 members 
Mstep: Class 4 contains 266310 members 
Mstep: Class 6 contains 21712 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 72102 members 
Mstep: Class 9 contains 5831 members 
Mstep: Class 11 contains 1550 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 58396 members 
Mstep: Class 15 contains 68464 members 
Mstep: Class 16 contains 255 members 
Mstep: Class 17 contains 174034 members 
Mstep: Class 18 contains 1854 members 
Mstep: Class 20 contains 2851 members 
Mstep: Class 22 contains 168436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137297840.000000 Penalty: 54875.910156
Iteration 18Q: 17 clusters Score -1.372978e+08 nChanged 27261
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 163147 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 4 contains 261213 members 
Mstep: Class 6 contains 23126 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 75107 members 
Mstep: Class 9 contains 6294 members 
Mstep: Class 11 contains 1534 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 57228 members 
Mstep: Class 15 contains 66475 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 175804 members 
Mstep: Class 18 contains 1832 members 
Mstep: Class 20 contains 2864 members 
Mstep: Class 22 contains 167520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137309184.000000 Penalty: 54875.910156
Iteration 19Q: 17 clusters Score -1.373092e+08 nChanged 25761
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 165054 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 256630 members 
Mstep: Class 6 contains 24414 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 77946 members 
Mstep: Class 9 contains 6801 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 55932 members 
Mstep: Class 15 contains 64713 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 176872 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 20 contains 2877 members 
Mstep: Class 22 contains 167530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137317072.000000 Penalty: 54875.910156
Iteration 20F: 17 clusters Score -1.373171e+08 nChanged 24306
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 3 contains 7883 members 
Mstep: Class 4 contains 251776 members 
Mstep: Class 6 contains 25554 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 80641 members 
Mstep: Class 9 contains 7530 members 
Mstep: Class 11 contains 1551 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 54640 members 
Mstep: Class 15 contains 63260 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 177638 members 
Mstep: Class 18 contains 1776 members 
Mstep: Class 20 contains 2907 members 
Mstep: Class 22 contains 168179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137323184.000000 Penalty: 54875.910156
Iteration 21Q: 17 clusters Score -1.373232e+08 nChanged 23163
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 167779 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 246740 members 
Mstep: Class 6 contains 26600 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 83167 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 11 contains 1551 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 53287 members 
Mstep: Class 15 contains 62007 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 178192 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 20 contains 2970 members 
Mstep: Class 22 contains 169478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137329104.000000 Penalty: 54875.910156
Iteration 22Q: 17 clusters Score -1.373291e+08 nChanged 21778
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 168798 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 241776 members 
Mstep: Class 6 contains 27525 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 85485 members 
Mstep: Class 9 contains 9128 members 
Mstep: Class 11 contains 1559 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 51994 members 
Mstep: Class 15 contains 60906 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 178353 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 20 contains 3021 members 
Mstep: Class 22 contains 171393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137334656.000000 Penalty: 54875.910156
Iteration 23Q: 17 clusters Score -1.373347e+08 nChanged 20313
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 169471 members 
Mstep: Class 3 contains 8419 members 
Mstep: Class 4 contains 237309 members 
Mstep: Class 6 contains 28385 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 87439 members 
Mstep: Class 9 contains 9887 members 
Mstep: Class 11 contains 1558 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 50855 members 
Mstep: Class 15 contains 59895 members 
Mstep: Class 16 contains 235 members 
Mstep: Class 17 contains 178104 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 22 contains 173777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137339024.000000 Penalty: 54875.910156
Iteration 24Q: 17 clusters Score -1.37339e+08 nChanged 19134
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 169964 members 
Mstep: Class 3 contains 8632 members 
Mstep: Class 4 contains 233162 members 
Mstep: Class 6 contains 29142 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 89152 members 
Mstep: Class 9 contains 10664 members 
Mstep: Class 11 contains 1559 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 49784 members 
Mstep: Class 15 contains 58996 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 177677 members 
Mstep: Class 18 contains 1691 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 22 contains 176322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137342176.000000 Penalty: 54875.910156
Iteration 25Q: 17 clusters Score -1.373422e+08 nChanged 18037
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 3 contains 8913 members 
Mstep: Class 4 contains 229078 members 
Mstep: Class 6 contains 29877 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 90707 members 
Mstep: Class 9 contains 11490 members 
Mstep: Class 11 contains 1558 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 48747 members 
Mstep: Class 15 contains 58271 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 177053 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 20 contains 3225 members 
Mstep: Class 22 contains 179069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137344832.000000 Penalty: 54875.910156
Iteration 26Q: 17 clusters Score -1.373448e+08 nChanged 17111
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 170191 members 
Mstep: Class 3 contains 9291 members 
Mstep: Class 4 contains 225333 members 
Mstep: Class 6 contains 30515 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 92113 members 
Mstep: Class 9 contains 12324 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 47814 members 
Mstep: Class 15 contains 57570 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 176267 members 
Mstep: Class 18 contains 1662 members 
Mstep: Class 20 contains 3306 members 
Mstep: Class 22 contains 181936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137347648.000000 Penalty: 54875.910156
Iteration 27Q: 17 clusters Score -1.373476e+08 nChanged 16179
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 169908 members 
Mstep: Class 3 contains 9743 members 
Mstep: Class 4 contains 221806 members 
Mstep: Class 6 contains 31034 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 93269 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 47030 members 
Mstep: Class 15 contains 56962 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 175504 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 20 contains 3387 members 
Mstep: Class 22 contains 184878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137350416.000000 Penalty: 54875.910156
Iteration 28Q: 17 clusters Score -1.373504e+08 nChanged 15436
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 3 contains 10257 members 
Mstep: Class 4 contains 218207 members 
Mstep: Class 6 contains 31574 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 94336 members 
Mstep: Class 9 contains 13983 members 
Mstep: Class 11 contains 1549 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 46318 members 
Mstep: Class 15 contains 56465 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 174515 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 20 contains 3463 members 
Mstep: Class 22 contains 187959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137352288.000000 Penalty: 54875.910156
Iteration 29Q: 17 clusters Score -1.373523e+08 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 169133 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 214384 members 
Mstep: Class 6 contains 32076 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 95338 members 
Mstep: Class 9 contains 14761 members 
Mstep: Class 11 contains 1545 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 45719 members 
Mstep: Class 15 contains 56032 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 173591 members 
Mstep: Class 18 contains 1612 members 
Mstep: Class 20 contains 3547 members 
Mstep: Class 22 contains 191239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137354352.000000 Penalty: 54875.910156
Iteration 30Q: 17 clusters Score -1.373544e+08 nChanged 14245
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 168568 members 
Mstep: Class 3 contains 11756 members 
Mstep: Class 4 contains 210400 members 
Mstep: Class 6 contains 32507 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 96285 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 11 contains 1534 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 45258 members 
Mstep: Class 15 contains 55689 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 172598 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 22 contains 194521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137356368.000000 Penalty: 54875.910156
Iteration 31Q: 17 clusters Score -1.373564e+08 nChanged 13960
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 167851 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 206403 members 
Mstep: Class 6 contains 32910 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 97231 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 11 contains 1532 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 44797 members 
Mstep: Class 15 contains 55385 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 171520 members 
Mstep: Class 18 contains 1584 members 
Mstep: Class 20 contains 3702 members 
Mstep: Class 22 contains 197754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137358816.000000 Penalty: 54875.910156
Iteration 32Q: 17 clusters Score -1.373588e+08 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 166978 members 
Mstep: Class 3 contains 14227 members 
Mstep: Class 4 contains 202793 members 
Mstep: Class 6 contains 33296 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 98083 members 
Mstep: Class 9 contains 17088 members 
Mstep: Class 11 contains 1529 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 44378 members 
Mstep: Class 15 contains 55140 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 170443 members 
Mstep: Class 18 contains 1566 members 
Mstep: Class 20 contains 3746 members 
Mstep: Class 22 contains 200617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137361200.000000 Penalty: 54875.910156
Iteration 33Q: 17 clusters Score -1.373612e+08 nChanged 13154
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 166037 members 
Mstep: Class 3 contains 15789 members 
Mstep: Class 4 contains 199397 members 
Mstep: Class 6 contains 33649 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 98948 members 
Mstep: Class 9 contains 17754 members 
Mstep: Class 11 contains 1526 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 44004 members 
Mstep: Class 15 contains 54973 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 169417 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 20 contains 3772 members 
Mstep: Class 22 contains 203083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137363520.000000 Penalty: 54875.910156
Iteration 34Q: 17 clusters Score -1.373635e+08 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 165122 members 
Mstep: Class 3 contains 17555 members 
Mstep: Class 4 contains 196458 members 
Mstep: Class 6 contains 33972 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 99791 members 
Mstep: Class 9 contains 18359 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 43643 members 
Mstep: Class 15 contains 54861 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 168121 members 
Mstep: Class 18 contains 1500 members 
Mstep: Class 20 contains 3791 members 
Mstep: Class 22 contains 205191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137364976.000000 Penalty: 54875.910156
Iteration 35Q: 17 clusters Score -1.37365e+08 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 164246 members 
Mstep: Class 3 contains 19528 members 
Mstep: Class 4 contains 193847 members 
Mstep: Class 6 contains 34249 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 100587 members 
Mstep: Class 9 contains 18926 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 43311 members 
Mstep: Class 15 contains 54759 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 166756 members 
Mstep: Class 18 contains 1466 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 22 contains 206889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137367232.000000 Penalty: 54875.910156
Iteration 36Q: 17 clusters Score -1.373672e+08 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 163318 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 191612 members 
Mstep: Class 6 contains 34534 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 101297 members 
Mstep: Class 9 contains 19415 members 
Mstep: Class 11 contains 1501 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 42977 members 
Mstep: Class 15 contains 54625 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 165536 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 20 contains 3823 members 
Mstep: Class 22 contains 208222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137369120.000000 Penalty: 54875.910156
Iteration 37Q: 17 clusters Score -1.373691e+08 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 162429 members 
Mstep: Class 3 contains 23699 members 
Mstep: Class 4 contains 189641 members 
Mstep: Class 6 contains 34830 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 102021 members 
Mstep: Class 9 contains 19858 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 42678 members 
Mstep: Class 15 contains 54489 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 164358 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 22 contains 209178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137371152.000000 Penalty: 54875.910156
Iteration 38Q: 17 clusters Score -1.373712e+08 nChanged 11774
Entering ConstructFrom: 
Score: -137371152.000000 Penalty: 54875.910156
Entering ConstructFrom: 
Trying to split cluster 1 (161620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161620 members 
Entering Unmasked Estep 
Score: -22330228.000000 Penalty: 2974.264648
	Iteration 0F: 2 clusters Score -2.233023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81061 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -22228388.000000 Penalty: 5948.529297
	Iteration 0F: 3 clusters Score -2.222839e+07 nChanged 77386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84451 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -22274080.000000 Penalty: 5948.529297
	Iteration 1F: 3 clusters Score -2.227408e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -22275850.000000 Penalty: 5948.529297
	Iteration 2Q: 3 clusters Score -2.227585e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -22278276.000000 Penalty: 5948.529297
	Iteration 3Q: 3 clusters Score -2.227828e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -22282306.000000 Penalty: 5948.529297
	Iteration 4F: 3 clusters Score -2.228231e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -22288744.000000 Penalty: 5948.529297
	Iteration 5F: 3 clusters Score -2.228874e+07 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -22297832.000000 Penalty: 5948.529297
	Iteration 6F: 3 clusters Score -2.229783e+07 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118031 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -22308016.000000 Penalty: 5948.529297
	Iteration 7F: 3 clusters Score -2.230802e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122693 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -22315466.000000 Penalty: 5948.529297
	Iteration 8F: 3 clusters Score -2.231547e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125043 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -22318810.000000 Penalty: 5948.529297
	Iteration 9Q: 3 clusters Score -2.231881e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126635 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -22320076.000000 Penalty: 5948.529297
	Iteration 10Q: 3 clusters Score -2.232008e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128078 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -22320758.000000 Penalty: 5948.529297
	Iteration 11Q: 3 clusters Score -2.232076e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129466 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -22321286.000000 Penalty: 5948.529297
	Iteration 12Q: 3 clusters Score -2.232129e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130785 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -22321966.000000 Penalty: 5948.529297
	Iteration 13Q: 3 clusters Score -2.232197e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132128 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -22322706.000000 Penalty: 5948.529297
	Iteration 14Q: 3 clusters Score -2.232271e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133580 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -22323420.000000 Penalty: 5948.529297
	Iteration 15Q: 3 clusters Score -2.232342e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135199 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -22324216.000000 Penalty: 5948.529297
	Iteration 16Q: 3 clusters Score -2.232422e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136975 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -22324758.000000 Penalty: 5948.529297
	Iteration 17Q: 3 clusters Score -2.232476e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138869 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -22325330.000000 Penalty: 5948.529297
	Iteration 18Q: 3 clusters Score -2.232533e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140855 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -22325924.000000 Penalty: 5948.529297
	Iteration 19Q: 3 clusters Score -2.232592e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142949 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -22326438.000000 Penalty: 5948.529297
	Iteration 20F: 3 clusters Score -2.232644e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145072 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -22326870.000000 Penalty: 5948.529297
	Iteration 21Q: 3 clusters Score -2.232687e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -22327406.000000 Penalty: 5948.529297
	Iteration 22Q: 3 clusters Score -2.232741e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149227 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -22327672.000000 Penalty: 5948.529297
	Iteration 23Q: 3 clusters Score -2.232767e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -22327828.000000 Penalty: 5948.529297
	Iteration 24Q: 3 clusters Score -2.232783e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152857 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -22328064.000000 Penalty: 5948.529297
	Iteration 25Q: 3 clusters Score -2.232806e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -22328100.000000 Penalty: 5948.529297
	Iteration 26Q: 3 clusters Score -2.23281e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155645 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -22328342.000000 Penalty: 5948.529297
	Iteration 27Q: 3 clusters Score -2.232834e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -22328306.000000 Penalty: 5948.529297
	Iteration 28Q: 3 clusters Score -2.232831e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157514 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -22328316.000000 Penalty: 5948.529297
	Iteration 29Q: 3 clusters Score -2.232832e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158188 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -22328248.000000 Penalty: 5948.529297
	Iteration 30Q: 3 clusters Score -2.232825e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -22328156.000000 Penalty: 5948.529297
	Iteration 31Q: 3 clusters Score -2.232816e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159127 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -22328138.000000 Penalty: 5948.529297
	Iteration 32Q: 3 clusters Score -2.232814e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159450 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -22328114.000000 Penalty: 5948.529297
	Iteration 33Q: 3 clusters Score -2.232811e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -22328160.000000 Penalty: 5948.529297
	Iteration 34Q: 3 clusters Score -2.232816e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159879 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -22328174.000000 Penalty: 5948.529297
	Iteration 35Q: 3 clusters Score -2.232817e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -22328094.000000 Penalty: 5948.529297
	Iteration 36Q: 3 clusters Score -2.232809e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160171 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -22328080.000000 Penalty: 5948.529297
	Iteration 37Q: 3 clusters Score -2.232808e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160274 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -22328052.000000 Penalty: 5948.529297
	Iteration 38Q: 3 clusters Score -2.232805e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160354 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -22328026.000000 Penalty: 5948.529297
	Iteration 39Q: 3 clusters Score -2.232803e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160418 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -22328046.000000 Penalty: 5948.529297
	Iteration 40F: 3 clusters Score -2.232805e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160470 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -22328036.000000 Penalty: 5948.529297
	Iteration 41Q: 3 clusters Score -2.232804e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160510 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -22328026.000000 Penalty: 5948.529297
	Iteration 42Q: 3 clusters Score -2.232803e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160554 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -22328094.000000 Penalty: 5948.529297
	Iteration 43Q: 3 clusters Score -2.232809e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160590 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -22328104.000000 Penalty: 5948.529297
	Iteration 44Q: 3 clusters Score -2.23281e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160624 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -22328106.000000 Penalty: 5948.529297
	Iteration 45Q: 3 clusters Score -2.232811e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160646 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -22328116.000000 Penalty: 5948.529297
	Iteration 46Q: 3 clusters Score -2.232812e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160664 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -22328118.000000 Penalty: 5948.529297
	Iteration 47Q: 3 clusters Score -2.232812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160677 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -22328108.000000 Penalty: 5948.529297
	Iteration 48Q: 3 clusters Score -2.232811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160689 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -22328128.000000 Penalty: 5948.529297
	Iteration 49Q: 3 clusters Score -2.232813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160697 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -22328110.000000 Penalty: 5948.529297
	Iteration 50Q: 3 clusters Score -2.232811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160709 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -22328106.000000 Penalty: 5948.529297
	Iteration 51Q: 3 clusters Score -2.232811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160716 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -22328116.000000 Penalty: 5948.529297
	Iteration 52Q: 3 clusters Score -2.232812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160723 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -22328126.000000 Penalty: 5948.529297
	Iteration 53Q: 3 clusters Score -2.232813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160728 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22328126.000000 Penalty: 5948.529297
	Iteration 54Q: 3 clusters Score -2.232813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160730 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -22328140.000000 Penalty: 5948.529297
	Iteration 55Q: 3 clusters Score -2.232814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160733 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -22328148.000000 Penalty: 5948.529297
	Iteration 56Q: 3 clusters Score -2.232815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160739 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -22328142.000000 Penalty: 5948.529297
	Iteration 57Q: 3 clusters Score -2.232814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160748 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -22328140.000000 Penalty: 5948.529297
	Iteration 58Q: 3 clusters Score -2.232814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160756 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -22328118.000000 Penalty: 5948.529297
	Iteration 59Q: 3 clusters Score -2.232812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160759 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -22328104.000000 Penalty: 5948.529297
	Iteration 60F: 3 clusters Score -2.23281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160768 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22328108.000000 Penalty: 5948.529297
	Iteration 61Q: 3 clusters Score -2.232811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160772 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -22328120.000000 Penalty: 5948.529297
	Iteration 62Q: 3 clusters Score -2.232812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160774 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -22328116.000000 Penalty: 5948.529297
	Iteration 63Q: 3 clusters Score -2.232812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160777 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22328118.000000 Penalty: 5948.529297
	Iteration 64Q: 3 clusters Score -2.232812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160776 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -22328132.000000 Penalty: 5948.529297
	Iteration 65Q: 3 clusters Score -2.232813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160777 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22328126.000000 Penalty: 5948.529297
	Iteration 66Q: 3 clusters Score -2.232813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160780 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -22328122.000000 Penalty: 5948.529297
	Iteration 67Q: 3 clusters Score -2.232812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160780 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -22328122.000000 Penalty: 5948.529297
	Iteration 68F: 3 clusters Score -2.232812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Entering Unmasked Estep 
Score: -3627524.750000 Penalty: 2519.283691
	Iteration 0F: 2 clusters Score -3627525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3609599.000000 Penalty: 5038.567383
	Iteration 0F: 3 clusters Score -3609599 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3616140.750000 Penalty: 5038.567383
	Iteration 1F: 3 clusters Score -3616141 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3616631.750000 Penalty: 5038.567383
	Iteration 2F: 3 clusters Score -3616632 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3617142.750000 Penalty: 5038.567383
	Iteration 3Q: 3 clusters Score -3617143 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3617717.000000 Penalty: 5038.567383
	Iteration 4Q: 3 clusters Score -3617717 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3618544.250000 Penalty: 5038.567383
	Iteration 5F: 3 clusters Score -3618544 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -3619812.000000 Penalty: 5038.567383
	Iteration 6F: 3 clusters Score -3619812 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3621541.500000 Penalty: 5038.567383
	Iteration 7F: 3 clusters Score -3621542 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3623440.250000 Penalty: 5038.567383
	Iteration 8F: 3 clusters Score -3623440 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3624875.250000 Penalty: 5038.567383
	Iteration 9F: 3 clusters Score -3624875 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3625592.250000 Penalty: 5038.567383
	Iteration 10Q: 3 clusters Score -3625592 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3625942.750000 Penalty: 5038.567383
	Iteration 11Q: 3 clusters Score -3625943 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3626085.000000 Penalty: 5038.567383
	Iteration 12Q: 3 clusters Score -3626085 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3626164.500000 Penalty: 5038.567383
	Iteration 13Q: 3 clusters Score -3626164 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3626216.250000 Penalty: 5038.567383
	Iteration 14Q: 3 clusters Score -3626216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3626241.750000 Penalty: 5038.567383
	Iteration 15Q: 3 clusters Score -3626242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3626267.000000 Penalty: 5038.567383
	Iteration 16Q: 3 clusters Score -3626267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3626271.500000 Penalty: 5038.567383
	Iteration 17Q: 3 clusters Score -3626272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3626275.250000 Penalty: 5038.567383
	Iteration 18Q: 3 clusters Score -3626275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3626274.500000 Penalty: 5038.567383
	Iteration 19Q: 3 clusters Score -3626274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3626272.500000 Penalty: 5038.567383
	Iteration 20F: 3 clusters Score -3626272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3626276.250000 Penalty: 5038.567383
	Iteration 21Q: 3 clusters Score -3626276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3626277.500000 Penalty: 5038.567383
	Iteration 22Q: 3 clusters Score -3626278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3626276.000000 Penalty: 5038.567383
	Iteration 23Q: 3 clusters Score -3626276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3626278.750000 Penalty: 5038.567383
	Iteration 24Q: 3 clusters Score -3626279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3626280.750000 Penalty: 5038.567383
	Iteration 25Q: 3 clusters Score -3626281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3626280.500000 Penalty: 5038.567383
	Iteration 26Q: 3 clusters Score -3626280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3626284.750000 Penalty: 5038.567383
	Iteration 27Q: 3 clusters Score -3626285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3626287.250000 Penalty: 5038.567383
	Iteration 28Q: 3 clusters Score -3626287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3626288.250000 Penalty: 5038.567383
	Iteration 29Q: 3 clusters Score -3626288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3626286.750000 Penalty: 5038.567383
	Iteration 30Q: 3 clusters Score -3626287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3626284.750000 Penalty: 5038.567383
	Iteration 31Q: 3 clusters Score -3626285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3626289.000000 Penalty: 5038.567383
	Iteration 32Q: 3 clusters Score -3626289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3626289.000000 Penalty: 5038.567383
	Iteration 33F: 3 clusters Score -3626289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (188106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188106 members 
Entering Unmasked Estep 
Score: -25854406.000000 Penalty: 3011.900635
	Iteration 0F: 2 clusters Score -2.585441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 94121 members 
Entering Unmasked Estep 
Score: -25736116.000000 Penalty: 6023.801270
	Iteration 0F: 3 clusters Score -2.573612e+07 nChanged 90118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 96645 members 
Entering Unmasked Estep 
Score: -25789358.000000 Penalty: 6023.801270
	Iteration 1F: 3 clusters Score -2.578936e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 98133 members 
Entering Unmasked Estep 
Score: -25790978.000000 Penalty: 6023.801270
	Iteration 2Q: 3 clusters Score -2.579098e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 100288 members 
Entering Unmasked Estep 
Score: -25792926.000000 Penalty: 6023.801270
	Iteration 3Q: 3 clusters Score -2.579293e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 103560 members 
Entering Unmasked Estep 
Score: -25795134.000000 Penalty: 6023.801270
	Iteration 4Q: 3 clusters Score -2.579513e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 108265 members 
Entering Unmasked Estep 
Score: -25798572.000000 Penalty: 6023.801270
	Iteration 5Q: 3 clusters Score -2.579857e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 114810 members 
Entering Unmasked Estep 
Score: -25803648.000000 Penalty: 6023.801270
	Iteration 6F: 3 clusters Score -2.580365e+07 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 123452 members 
Entering Unmasked Estep 
Score: -25810854.000000 Penalty: 6023.801270
	Iteration 7F: 3 clusters Score -2.581085e+07 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 133286 members 
Entering Unmasked Estep 
Score: -25819894.000000 Penalty: 6023.801270
	Iteration 8F: 3 clusters Score -2.581989e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 142823 members 
Entering Unmasked Estep 
Score: -25828776.000000 Penalty: 6023.801270
	Iteration 9F: 3 clusters Score -2.582878e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 150669 members 
Entering Unmasked Estep 
Score: -25835778.000000 Penalty: 6023.801270
	Iteration 10F: 3 clusters Score -2.583578e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 156610 members 
Entering Unmasked Estep 
Score: -25840264.000000 Penalty: 6023.801270
	Iteration 11Q: 3 clusters Score -2.584026e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 161232 members 
Entering Unmasked Estep 
Score: -25843006.000000 Penalty: 6023.801270
	Iteration 12Q: 3 clusters Score -2.584301e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -25844526.000000 Penalty: 6023.801270
	Iteration 13Q: 3 clusters Score -2.584453e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 168333 members 
Entering Unmasked Estep 
Score: -25845866.000000 Penalty: 6023.801270
	Iteration 14Q: 3 clusters Score -2.584587e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -25847014.000000 Penalty: 6023.801270
	Iteration 15Q: 3 clusters Score -2.584701e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 173781 members 
Entering Unmasked Estep 
Score: -25848030.000000 Penalty: 6023.801270
	Iteration 16Q: 3 clusters Score -2.584803e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 175981 members 
Entering Unmasked Estep 
Score: -25848928.000000 Penalty: 6023.801270
	Iteration 17Q: 3 clusters Score -2.584893e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 177899 members 
Entering Unmasked Estep 
Score: -25849850.000000 Penalty: 6023.801270
	Iteration 18Q: 3 clusters Score -2.584985e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 179415 members 
Entering Unmasked Estep 
Score: -25850360.000000 Penalty: 6023.801270
	Iteration 19Q: 3 clusters Score -2.585036e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 180673 members 
Entering Unmasked Estep 
Score: -25851002.000000 Penalty: 6023.801270
	Iteration 20F: 3 clusters Score -2.5851e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 181677 members 
Entering Unmasked Estep 
Score: -25851530.000000 Penalty: 6023.801270
	Iteration 21Q: 3 clusters Score -2.585153e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 182419 members 
Entering Unmasked Estep 
Score: -25851946.000000 Penalty: 6023.801270
	Iteration 22Q: 3 clusters Score -2.585195e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 182995 members 
Entering Unmasked Estep 
Score: -25852308.000000 Penalty: 6023.801270
	Iteration 23Q: 3 clusters Score -2.585231e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 183399 members 
Entering Unmasked Estep 
Score: -25852540.000000 Penalty: 6023.801270
	Iteration 24Q: 3 clusters Score -2.585254e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 183691 members 
Entering Unmasked Estep 
Score: -25852754.000000 Penalty: 6023.801270
	Iteration 25Q: 3 clusters Score -2.585275e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 183903 members 
Entering Unmasked Estep 
Score: -25852866.000000 Penalty: 6023.801270
	Iteration 26Q: 3 clusters Score -2.585287e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 184062 members 
Entering Unmasked Estep 
Score: -25852902.000000 Penalty: 6023.801270
	Iteration 27Q: 3 clusters Score -2.58529e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 184187 members 
Entering Unmasked Estep 
Score: -25852922.000000 Penalty: 6023.801270
	Iteration 28Q: 3 clusters Score -2.585292e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 184314 members 
Entering Unmasked Estep 
Score: -25852924.000000 Penalty: 6023.801270
	Iteration 29Q: 3 clusters Score -2.585292e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 184391 members 
Entering Unmasked Estep 
Score: -25852974.000000 Penalty: 6023.801270
	Iteration 30Q: 3 clusters Score -2.585297e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 184438 members 
Entering Unmasked Estep 
Score: -25852998.000000 Penalty: 6023.801270
	Iteration 31Q: 3 clusters Score -2.5853e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 184467 members 
Entering Unmasked Estep 
Score: -25853036.000000 Penalty: 6023.801270
	Iteration 32Q: 3 clusters Score -2.585304e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 184492 members 
Entering Unmasked Estep 
Score: -25853042.000000 Penalty: 6023.801270
	Iteration 33Q: 3 clusters Score -2.585304e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 184516 members 
Entering Unmasked Estep 
Score: -25853060.000000 Penalty: 6023.801270
	Iteration 34Q: 3 clusters Score -2.585306e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 184551 members 
Entering Unmasked Estep 
Score: -25853076.000000 Penalty: 6023.801270
	Iteration 35Q: 3 clusters Score -2.585308e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 184581 members 
Entering Unmasked Estep 
Score: -25853056.000000 Penalty: 6023.801270
	Iteration 36Q: 3 clusters Score -2.585306e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 184599 members 
Entering Unmasked Estep 
Score: -25853068.000000 Penalty: 6023.801270
	Iteration 37Q: 3 clusters Score -2.585307e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 184621 members 
Entering Unmasked Estep 
Score: -25853114.000000 Penalty: 6023.801270
	Iteration 38Q: 3 clusters Score -2.585311e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 184656 members 
Entering Unmasked Estep 
Score: -25853120.000000 Penalty: 6023.801270
	Iteration 39Q: 3 clusters Score -2.585312e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 184691 members 
Entering Unmasked Estep 
Score: -25853136.000000 Penalty: 6023.801270
	Iteration 40F: 3 clusters Score -2.585314e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 184716 members 
Entering Unmasked Estep 
Score: -25853122.000000 Penalty: 6023.801270
	Iteration 41Q: 3 clusters Score -2.585312e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 184723 members 
Entering Unmasked Estep 
Score: -25853120.000000 Penalty: 6023.801270
	Iteration 42Q: 3 clusters Score -2.585312e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 184728 members 
Entering Unmasked Estep 
Score: -25853146.000000 Penalty: 6023.801270
	Iteration 43Q: 3 clusters Score -2.585315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 184737 members 
Entering Unmasked Estep 
Score: -25853148.000000 Penalty: 6023.801270
	Iteration 44Q: 3 clusters Score -2.585315e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 184751 members 
Entering Unmasked Estep 
Score: -25853138.000000 Penalty: 6023.801270
	Iteration 45Q: 3 clusters Score -2.585314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 184758 members 
Entering Unmasked Estep 
Score: -25853154.000000 Penalty: 6023.801270
	Iteration 46Q: 3 clusters Score -2.585315e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 184762 members 
Entering Unmasked Estep 
Score: -25853160.000000 Penalty: 6023.801270
	Iteration 47Q: 3 clusters Score -2.585316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 184762 members 
Entering Unmasked Estep 
Score: -25853132.000000 Penalty: 6023.801270
	Iteration 48Q: 3 clusters Score -2.585313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 184760 members 
Entering Unmasked Estep 
Score: -25853136.000000 Penalty: 6023.801270
	Iteration 49Q: 3 clusters Score -2.585314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 184759 members 
Entering Unmasked Estep 
Score: -25853140.000000 Penalty: 6023.801270
	Iteration 50Q: 3 clusters Score -2.585314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 184757 members 
Entering Unmasked Estep 
Score: -25853138.000000 Penalty: 6023.801270
	Iteration 51Q: 3 clusters Score -2.585314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 184751 members 
Entering Unmasked Estep 
Score: -25853116.000000 Penalty: 6023.801270
	Iteration 52Q: 3 clusters Score -2.585312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 184750 members 
Entering Unmasked Estep 
Score: -25853112.000000 Penalty: 6023.801270
	Iteration 53Q: 3 clusters Score -2.585311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 184748 members 
Entering Unmasked Estep 
Score: -25853122.000000 Penalty: 6023.801270
	Iteration 54Q: 3 clusters Score -2.585312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 184743 members 
Entering Unmasked Estep 
Score: -25853124.000000 Penalty: 6023.801270
	Iteration 55Q: 3 clusters Score -2.585312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 184741 members 
Entering Unmasked Estep 
Score: -25853124.000000 Penalty: 6023.801270
	Iteration 56Q: 3 clusters Score -2.585312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 184736 members 
Entering Unmasked Estep 
Score: -25853116.000000 Penalty: 6023.801270
	Iteration 57Q: 3 clusters Score -2.585312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 184734 members 
Entering Unmasked Estep 
Score: -25853112.000000 Penalty: 6023.801270
	Iteration 58Q: 3 clusters Score -2.585311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 184735 members 
Entering Unmasked Estep 
Score: -25853114.000000 Penalty: 6023.801270
	Iteration 59Q: 3 clusters Score -2.585311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 184732 members 
Entering Unmasked Estep 
Score: -25853108.000000 Penalty: 6023.801270
	Iteration 60F: 3 clusters Score -2.585311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 184734 members 
Entering Unmasked Estep 
Score: -25853122.000000 Penalty: 6023.801270
	Iteration 61Q: 3 clusters Score -2.585312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 184738 members 
Entering Unmasked Estep 
Score: -25853124.000000 Penalty: 6023.801270
	Iteration 62Q: 3 clusters Score -2.585312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 184743 members 
Entering Unmasked Estep 
Score: -25853122.000000 Penalty: 6023.801270
	Iteration 63Q: 3 clusters Score -2.585312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 184743 members 
Entering Unmasked Estep 
Score: -25853146.000000 Penalty: 6023.801270
	Iteration 64Q: 3 clusters Score -2.585315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 184738 members 
Entering Unmasked Estep 
Score: -25853144.000000 Penalty: 6023.801270
	Iteration 65Q: 3 clusters Score -2.585314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 184737 members 
Entering Unmasked Estep 
Score: -25853144.000000 Penalty: 6023.801270
	Iteration 66Q: 3 clusters Score -2.585314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 184736 members 
Entering Unmasked Estep 
Score: -25853134.000000 Penalty: 6023.801270
	Iteration 67Q: 3 clusters Score -2.585313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 184739 members 
Entering Unmasked Estep 
Score: -25853134.000000 Penalty: 6023.801270
	Iteration 68Q: 3 clusters Score -2.585313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 184738 members 
Entering Unmasked Estep 
Score: -25853126.000000 Penalty: 6023.801270
	Iteration 69Q: 3 clusters Score -2.585313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 184738 members 
Entering Unmasked Estep 
Score: -25853124.000000 Penalty: 6023.801270
	Iteration 70Q: 3 clusters Score -2.585312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 184737 members 
Entering Unmasked Estep 
Score: -25853132.000000 Penalty: 6023.801270
	Iteration 71Q: 3 clusters Score -2.585313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 184737 members 
Entering Unmasked Estep 
Score: -25853132.000000 Penalty: 6023.801270
	Iteration 72F: 3 clusters Score -2.585313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Entering Unmasked Estep 
Score: -4894255.500000 Penalty: 2595.366455
	Iteration 0F: 2 clusters Score -4894256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4870343.000000 Penalty: 5190.732910
	Iteration 0F: 3 clusters Score -4870343 nChanged 15955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -4878904.000000 Penalty: 5190.732910
	Iteration 1F: 3 clusters Score -4878904 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4879342.000000 Penalty: 5190.732910
	Iteration 2Q: 3 clusters Score -4879342 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -4879700.500000 Penalty: 5190.732910
	Iteration 3Q: 3 clusters Score -4879700 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -4880046.500000 Penalty: 5190.732910
	Iteration 4Q: 3 clusters Score -4880046 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -4880431.000000 Penalty: 5190.732910
	Iteration 5Q: 3 clusters Score -4880431 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -4880896.500000 Penalty: 5190.732910
	Iteration 6Q: 3 clusters Score -4880896 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -4881534.500000 Penalty: 5190.732910
	Iteration 7Q: 3 clusters Score -4881534 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -4882385.500000 Penalty: 5190.732910
	Iteration 8Q: 3 clusters Score -4882386 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -4883654.000000 Penalty: 5190.732910
	Iteration 9F: 3 clusters Score -4883654 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -4885376.500000 Penalty: 5190.732910
	Iteration 10F: 3 clusters Score -4885376 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4887413.000000 Penalty: 5190.732910
	Iteration 11F: 3 clusters Score -4887413 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -4889307.000000 Penalty: 5190.732910
	Iteration 12F: 3 clusters Score -4889307 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4890551.000000 Penalty: 5190.732910
	Iteration 13Q: 3 clusters Score -4890551 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4891223.000000 Penalty: 5190.732910
	Iteration 14Q: 3 clusters Score -4891223 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4891567.000000 Penalty: 5190.732910
	Iteration 15Q: 3 clusters Score -4891567 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4891732.500000 Penalty: 5190.732910
	Iteration 16Q: 3 clusters Score -4891732 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4891816.000000 Penalty: 5190.732910
	Iteration 17Q: 3 clusters Score -4891816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4891871.500000 Penalty: 5190.732910
	Iteration 18Q: 3 clusters Score -4891872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4891917.000000 Penalty: 5190.732910
	Iteration 19Q: 3 clusters Score -4891917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4891944.000000 Penalty: 5190.732910
	Iteration 20F: 3 clusters Score -4891944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4891980.500000 Penalty: 5190.732910
	Iteration 21Q: 3 clusters Score -4891980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4891989.500000 Penalty: 5190.732910
	Iteration 22Q: 3 clusters Score -4891990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4892000.000000 Penalty: 5190.732910
	Iteration 23Q: 3 clusters Score -4892000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4892009.000000 Penalty: 5190.732910
	Iteration 24Q: 3 clusters Score -4892009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4892022.500000 Penalty: 5190.732910
	Iteration 25Q: 3 clusters Score -4892022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4892024.000000 Penalty: 5190.732910
	Iteration 26Q: 3 clusters Score -4892024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4892027.000000 Penalty: 5190.732910
	Iteration 27Q: 3 clusters Score -4892027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4892030.500000 Penalty: 5190.732910
	Iteration 28Q: 3 clusters Score -4892030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4892027.000000 Penalty: 5190.732910
	Iteration 29Q: 3 clusters Score -4892027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4892028.000000 Penalty: 5190.732910
	Iteration 30Q: 3 clusters Score -4892028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4892028.000000 Penalty: 5190.732910
	Iteration 31F: 3 clusters Score -4892028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -307602.468750 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -307602.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -305049.375000 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -305049.4 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -309599.843750 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -309599.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -312786.437500 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -312786.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -314628.906250 Penalty: 3940.468262
	Iteration 3F: 3 clusters Score -314628.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -315522.062500 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -315522.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -316354.218750 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -316354.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -316974.593750 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -316974.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -317287.562500 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -317287.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -317664.062500 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -317664.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -317904.750000 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -317904.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -318153.500000 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -318153.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -318490.062500 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -318490.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -318915.500000 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -318915.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -319236.312500 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -319236.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -319501.593750 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -319501.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -319826.000000 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -319826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -320116.437500 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -320116.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -320270.187500 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -320270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -320365.750000 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -320365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -320583.875000 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -320583.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -321214.656250 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -321214.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -322090.500000 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -322090.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -322090.500000 Penalty: 3940.468262
	Iteration 22F: 3 clusters Score -322090.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 161620 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 25807 members 
Mstep: Class 4 contains 188106 members 
Mstep: Class 6 contains 35073 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 102625 members 
Mstep: Class 9 contains 20218 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 42373 members 
Mstep: Class 15 contains 54362 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 163319 members 
Mstep: Class 18 contains 1351 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 22 contains 209719 members 
Entering Unmasked Estep 
Score: -137384576.000000 Penalty: 58305.656250
Splitting cluster 7 changes total score from -137371152.000000 to -137384576.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (102625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102625 members 
Entering Unmasked Estep 
Score: -14236088.000000 Penalty: 2861.631348
	Iteration 0F: 2 clusters Score -1.423609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -14167604.000000 Penalty: 5723.262695
	Iteration 0F: 3 clusters Score -1.41676e+07 nChanged 48445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -14195121.000000 Penalty: 5723.262695
	Iteration 1F: 3 clusters Score -1.419512e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -14195874.000000 Penalty: 5723.262695
	Iteration 2Q: 3 clusters Score -1.419587e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -14196650.000000 Penalty: 5723.262695
	Iteration 3Q: 3 clusters Score -1.419665e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -14197670.000000 Penalty: 5723.262695
	Iteration 4Q: 3 clusters Score -1.419767e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -14198814.000000 Penalty: 5723.262695
	Iteration 5Q: 3 clusters Score -1.419881e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -14200187.000000 Penalty: 5723.262695
	Iteration 6Q: 3 clusters Score -1.420019e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -14201912.000000 Penalty: 5723.262695
	Iteration 7Q: 3 clusters Score -1.420191e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -14203984.000000 Penalty: 5723.262695
	Iteration 8Q: 3 clusters Score -1.420398e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -14207014.000000 Penalty: 5723.262695
	Iteration 9F: 3 clusters Score -1.420701e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -14210975.000000 Penalty: 5723.262695
	Iteration 10F: 3 clusters Score -1.421098e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -14215876.000000 Penalty: 5723.262695
	Iteration 11F: 3 clusters Score -1.421588e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -14220240.000000 Penalty: 5723.262695
	Iteration 12F: 3 clusters Score -1.422024e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -14223281.000000 Penalty: 5723.262695
	Iteration 13Q: 3 clusters Score -1.422328e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79993 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -14225030.000000 Penalty: 5723.262695
	Iteration 14Q: 3 clusters Score -1.422503e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -14226317.000000 Penalty: 5723.262695
	Iteration 15Q: 3 clusters Score -1.422632e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83615 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -14227275.000000 Penalty: 5723.262695
	Iteration 16Q: 3 clusters Score -1.422728e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -14227980.000000 Penalty: 5723.262695
	Iteration 17Q: 3 clusters Score -1.422798e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -14228674.000000 Penalty: 5723.262695
	Iteration 18Q: 3 clusters Score -1.422867e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87892 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -14229401.000000 Penalty: 5723.262695
	Iteration 19Q: 3 clusters Score -1.42294e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89132 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -14229896.000000 Penalty: 5723.262695
	Iteration 20F: 3 clusters Score -1.42299e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90202 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -14230290.000000 Penalty: 5723.262695
	Iteration 21Q: 3 clusters Score -1.423029e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -14230676.000000 Penalty: 5723.262695
	Iteration 22Q: 3 clusters Score -1.423068e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92101 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -14230984.000000 Penalty: 5723.262695
	Iteration 23Q: 3 clusters Score -1.423098e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -14231290.000000 Penalty: 5723.262695
	Iteration 24Q: 3 clusters Score -1.423129e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -14231547.000000 Penalty: 5723.262695
	Iteration 25Q: 3 clusters Score -1.423155e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94489 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -14231840.000000 Penalty: 5723.262695
	Iteration 26Q: 3 clusters Score -1.423184e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -14232056.000000 Penalty: 5723.262695
	Iteration 27Q: 3 clusters Score -1.423206e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -14232222.000000 Penalty: 5723.262695
	Iteration 28Q: 3 clusters Score -1.423222e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96339 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -14232429.000000 Penalty: 5723.262695
	Iteration 29Q: 3 clusters Score -1.423243e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96884 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -14232591.000000 Penalty: 5723.262695
	Iteration 30Q: 3 clusters Score -1.423259e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97362 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -14232731.000000 Penalty: 5723.262695
	Iteration 31Q: 3 clusters Score -1.423273e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97780 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -14232860.000000 Penalty: 5723.262695
	Iteration 32Q: 3 clusters Score -1.423286e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98165 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -14233014.000000 Penalty: 5723.262695
	Iteration 33Q: 3 clusters Score -1.423301e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98519 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -14233145.000000 Penalty: 5723.262695
	Iteration 34Q: 3 clusters Score -1.423314e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -14233218.000000 Penalty: 5723.262695
	Iteration 35Q: 3 clusters Score -1.423322e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -14233308.000000 Penalty: 5723.262695
	Iteration 36Q: 3 clusters Score -1.423331e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99278 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -14233363.000000 Penalty: 5723.262695
	Iteration 37Q: 3 clusters Score -1.423336e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -14233448.000000 Penalty: 5723.262695
	Iteration 38Q: 3 clusters Score -1.423345e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -14233526.000000 Penalty: 5723.262695
	Iteration 39Q: 3 clusters Score -1.423353e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -14233586.000000 Penalty: 5723.262695
	Iteration 40F: 3 clusters Score -1.423359e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -14233645.000000 Penalty: 5723.262695
	Iteration 41Q: 3 clusters Score -1.423364e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100087 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -14233686.000000 Penalty: 5723.262695
	Iteration 42Q: 3 clusters Score -1.423369e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100213 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -14233720.000000 Penalty: 5723.262695
	Iteration 43Q: 3 clusters Score -1.423372e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100331 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14233748.000000 Penalty: 5723.262695
	Iteration 44Q: 3 clusters Score -1.423375e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -14233777.000000 Penalty: 5723.262695
	Iteration 45Q: 3 clusters Score -1.423378e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100531 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -14233807.000000 Penalty: 5723.262695
	Iteration 46Q: 3 clusters Score -1.423381e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -14233837.000000 Penalty: 5723.262695
	Iteration 47Q: 3 clusters Score -1.423384e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100695 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -14233835.000000 Penalty: 5723.262695
	Iteration 48Q: 3 clusters Score -1.423384e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100766 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -14233875.000000 Penalty: 5723.262695
	Iteration 49Q: 3 clusters Score -1.423388e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -14233890.000000 Penalty: 5723.262695
	Iteration 50Q: 3 clusters Score -1.423389e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -14233905.000000 Penalty: 5723.262695
	Iteration 51Q: 3 clusters Score -1.42339e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -14233899.000000 Penalty: 5723.262695
	Iteration 52Q: 3 clusters Score -1.42339e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -14233914.000000 Penalty: 5723.262695
	Iteration 53Q: 3 clusters Score -1.423391e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100976 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -14233918.000000 Penalty: 5723.262695
	Iteration 54Q: 3 clusters Score -1.423392e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -14233937.000000 Penalty: 5723.262695
	Iteration 55Q: 3 clusters Score -1.423394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101027 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -14233950.000000 Penalty: 5723.262695
	Iteration 56Q: 3 clusters Score -1.423395e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101052 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -14233958.000000 Penalty: 5723.262695
	Iteration 57Q: 3 clusters Score -1.423396e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -14233951.000000 Penalty: 5723.262695
	Iteration 58Q: 3 clusters Score -1.423395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -14233946.000000 Penalty: 5723.262695
	Iteration 59Q: 3 clusters Score -1.423395e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -14233950.000000 Penalty: 5723.262695
	Iteration 60F: 3 clusters Score -1.423395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -14233960.000000 Penalty: 5723.262695
	Iteration 61Q: 3 clusters Score -1.423396e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101169 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -14233974.000000 Penalty: 5723.262695
	Iteration 62Q: 3 clusters Score -1.423397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101189 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -14233971.000000 Penalty: 5723.262695
	Iteration 63Q: 3 clusters Score -1.423397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -14233985.000000 Penalty: 5723.262695
	Iteration 64Q: 3 clusters Score -1.423398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101221 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -14233993.000000 Penalty: 5723.262695
	Iteration 65Q: 3 clusters Score -1.423399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -14233995.000000 Penalty: 5723.262695
	Iteration 66Q: 3 clusters Score -1.4234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -14233996.000000 Penalty: 5723.262695
	Iteration 67Q: 3 clusters Score -1.4234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101246 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14234010.000000 Penalty: 5723.262695
	Iteration 68Q: 3 clusters Score -1.423401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101254 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -14234016.000000 Penalty: 5723.262695
	Iteration 69Q: 3 clusters Score -1.423402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -14234009.000000 Penalty: 5723.262695
	Iteration 70Q: 3 clusters Score -1.423401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101262 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -14234002.000000 Penalty: 5723.262695
	Iteration 71Q: 3 clusters Score -1.4234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101265 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -14234005.000000 Penalty: 5723.262695
	Iteration 72Q: 3 clusters Score -1.4234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -14234004.000000 Penalty: 5723.262695
	Iteration 73Q: 3 clusters Score -1.4234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101272 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -14234011.000000 Penalty: 5723.262695
	Iteration 74Q: 3 clusters Score -1.423401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101276 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -14234016.000000 Penalty: 5723.262695
	Iteration 75Q: 3 clusters Score -1.423402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -14234020.000000 Penalty: 5723.262695
	Iteration 76Q: 3 clusters Score -1.423402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -14234025.000000 Penalty: 5723.262695
	Iteration 77Q: 3 clusters Score -1.423402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14234023.000000 Penalty: 5723.262695
	Iteration 78Q: 3 clusters Score -1.423402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -14234030.000000 Penalty: 5723.262695
	Iteration 79Q: 3 clusters Score -1.423403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14234023.000000 Penalty: 5723.262695
	Iteration 80F: 3 clusters Score -1.423402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14234020.000000 Penalty: 5723.262695
	Iteration 81Q: 3 clusters Score -1.423402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -14234024.000000 Penalty: 5723.262695
	Iteration 82Q: 3 clusters Score -1.423402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -14234024.000000 Penalty: 5723.262695
	Iteration 83F: 3 clusters Score -1.423402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Entering Unmasked Estep 
Score: -2829420.750000 Penalty: 2458.753418
	Iteration 0F: 2 clusters Score -2829421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2815229.750000 Penalty: 4917.506836
	Iteration 0F: 3 clusters Score -2815230 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2819920.250000 Penalty: 4917.506836
	Iteration 1F: 3 clusters Score -2819920 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2820271.000000 Penalty: 4917.506836
	Iteration 2Q: 3 clusters Score -2820271 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2820554.750000 Penalty: 4917.506836
	Iteration 3Q: 3 clusters Score -2820555 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2820793.000000 Penalty: 4917.506836
	Iteration 4Q: 3 clusters Score -2820793 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2821112.000000 Penalty: 4917.506836
	Iteration 5Q: 3 clusters Score -2821112 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2821540.750000 Penalty: 4917.506836
	Iteration 6Q: 3 clusters Score -2821541 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2822170.750000 Penalty: 4917.506836
	Iteration 7F: 3 clusters Score -2822171 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2823059.750000 Penalty: 4917.506836
	Iteration 8F: 3 clusters Score -2823060 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2824166.000000 Penalty: 4917.506836
	Iteration 9F: 3 clusters Score -2824166 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2825322.250000 Penalty: 4917.506836
	Iteration 10F: 3 clusters Score -2825322 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2826195.250000 Penalty: 4917.506836
	Iteration 11F: 3 clusters Score -2826195 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2826779.750000 Penalty: 4917.506836
	Iteration 12Q: 3 clusters Score -2826780 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2827114.750000 Penalty: 4917.506836
	Iteration 13Q: 3 clusters Score -2827115 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2827328.750000 Penalty: 4917.506836
	Iteration 14Q: 3 clusters Score -2827329 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2827461.000000 Penalty: 4917.506836
	Iteration 15Q: 3 clusters Score -2827461 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2827559.000000 Penalty: 4917.506836
	Iteration 16Q: 3 clusters Score -2827559 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2827620.500000 Penalty: 4917.506836
	Iteration 17Q: 3 clusters Score -2827620 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2827669.250000 Penalty: 4917.506836
	Iteration 18Q: 3 clusters Score -2827669 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2827697.250000 Penalty: 4917.506836
	Iteration 19Q: 3 clusters Score -2827697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2827712.500000 Penalty: 4917.506836
	Iteration 20F: 3 clusters Score -2827712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2827724.250000 Penalty: 4917.506836
	Iteration 21Q: 3 clusters Score -2827724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2827732.750000 Penalty: 4917.506836
	Iteration 22Q: 3 clusters Score -2827733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2827737.000000 Penalty: 4917.506836
	Iteration 23Q: 3 clusters Score -2827737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2827736.250000 Penalty: 4917.506836
	Iteration 24Q: 3 clusters Score -2827736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2827738.750000 Penalty: 4917.506836
	Iteration 25Q: 3 clusters Score -2827739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2827744.500000 Penalty: 4917.506836
	Iteration 26Q: 3 clusters Score -2827744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2827747.750000 Penalty: 4917.506836
	Iteration 27Q: 3 clusters Score -2827748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2827747.000000 Penalty: 4917.506836
	Iteration 28Q: 3 clusters Score -2827747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2827751.500000 Penalty: 4917.506836
	Iteration 29Q: 3 clusters Score -2827752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2827751.500000 Penalty: 4917.506836
	Iteration 30Q: 3 clusters Score -2827752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2827752.250000 Penalty: 4917.506836
	Iteration 31Q: 3 clusters Score -2827752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2827752.000000 Penalty: 4917.506836
	Iteration 32Q: 3 clusters Score -2827752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2827751.500000 Penalty: 4917.506836
	Iteration 33Q: 3 clusters Score -2827752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2827753.500000 Penalty: 4917.506836
	Iteration 34Q: 3 clusters Score -2827754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2827755.000000 Penalty: 4917.506836
	Iteration 35Q: 3 clusters Score -2827755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2827755.000000 Penalty: 4917.506836
	Iteration 36Q: 3 clusters Score -2827755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2827755.000000 Penalty: 4917.506836
	Iteration 37Q: 3 clusters Score -2827755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2827756.000000 Penalty: 4917.506836
	Iteration 38Q: 3 clusters Score -2827756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2827756.000000 Penalty: 4917.506836
	Iteration 39F: 3 clusters Score -2827756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -188119.593750 Penalty: 1810.851929
	Iteration 0F: 2 clusters Score -188119.6 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 745 members 
Entering Unmasked Estep 
Score: -185887.640625 Penalty: 3621.703857
	Iteration 0F: 3 clusters Score -185887.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -186534.234375 Penalty: 3621.703857
	Iteration 1F: 3 clusters Score -186534.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -186841.296875 Penalty: 3621.703857
	Iteration 2F: 3 clusters Score -186841.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -187072.078125 Penalty: 3621.703857
	Iteration 3F: 3 clusters Score -187072.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -187196.562500 Penalty: 3621.703857
	Iteration 4F: 3 clusters Score -187196.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -187282.312500 Penalty: 3621.703857
	Iteration 5Q: 3 clusters Score -187282.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -187334.390625 Penalty: 3621.703857
	Iteration 6Q: 3 clusters Score -187334.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -187370.781250 Penalty: 3621.703857
	Iteration 7Q: 3 clusters Score -187370.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -187391.281250 Penalty: 3621.703857
	Iteration 8Q: 3 clusters Score -187391.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -187407.812500 Penalty: 3621.703857
	Iteration 9Q: 3 clusters Score -187407.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -187421.546875 Penalty: 3621.703857
	Iteration 10Q: 3 clusters Score -187421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -187428.312500 Penalty: 3621.703857
	Iteration 11Q: 3 clusters Score -187428.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -187433.859375 Penalty: 3621.703857
	Iteration 12Q: 3 clusters Score -187433.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -187442.859375 Penalty: 3621.703857
	Iteration 13Q: 3 clusters Score -187442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -187450.390625 Penalty: 3621.703857
	Iteration 14Q: 3 clusters Score -187450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -187456.328125 Penalty: 3621.703857
	Iteration 15Q: 3 clusters Score -187456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -187459.718750 Penalty: 3621.703857
	Iteration 16Q: 3 clusters Score -187459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -187465.000000 Penalty: 3621.703857
	Iteration 17Q: 3 clusters Score -187465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -187470.218750 Penalty: 3621.703857
	Iteration 18Q: 3 clusters Score -187470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -187472.765625 Penalty: 3621.703857
	Iteration 19Q: 3 clusters Score -187472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -187477.765625 Penalty: 3621.703857
	Iteration 20F: 3 clusters Score -187477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -187482.421875 Penalty: 3621.703857
	Iteration 21Q: 3 clusters Score -187482.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -187483.781250 Penalty: 3621.703857
	Iteration 22Q: 3 clusters Score -187483.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -187483.781250 Penalty: 3621.703857
	Iteration 23F: 3 clusters Score -187483.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -160131.468750 Penalty: 1756.888184
	Iteration 0F: 2 clusters Score -160131.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -158063.750000 Penalty: 3513.776367
	Iteration 0F: 3 clusters Score -158063.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -158387.984375 Penalty: 3513.776367
	Iteration 1F: 3 clusters Score -158388 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -158480.796875 Penalty: 3513.776367
	Iteration 2F: 3 clusters Score -158480.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -158532.234375 Penalty: 3513.776367
	Iteration 3Q: 3 clusters Score -158532.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -158560.812500 Penalty: 3513.776367
	Iteration 4Q: 3 clusters Score -158560.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158587.953125 Penalty: 3513.776367
	Iteration 5Q: 3 clusters Score -158588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -158612.375000 Penalty: 3513.776367
	Iteration 6Q: 3 clusters Score -158612.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158637.578125 Penalty: 3513.776367
	Iteration 7Q: 3 clusters Score -158637.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -158668.359375 Penalty: 3513.776367
	Iteration 8Q: 3 clusters Score -158668.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -158694.390625 Penalty: 3513.776367
	Iteration 9Q: 3 clusters Score -158694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -158709.890625 Penalty: 3513.776367
	Iteration 10Q: 3 clusters Score -158709.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -158730.843750 Penalty: 3513.776367
	Iteration 11Q: 3 clusters Score -158730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -158740.343750 Penalty: 3513.776367
	Iteration 12Q: 3 clusters Score -158740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -158746.343750 Penalty: 3513.776367
	Iteration 13Q: 3 clusters Score -158746.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -158754.359375 Penalty: 3513.776367
	Iteration 14Q: 3 clusters Score -158754.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -158765.531250 Penalty: 3513.776367
	Iteration 15Q: 3 clusters Score -158765.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -158786.046875 Penalty: 3513.776367
	Iteration 16Q: 3 clusters Score -158786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -158817.312500 Penalty: 3513.776367
	Iteration 17Q: 3 clusters Score -158817.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -158838.187500 Penalty: 3513.776367
	Iteration 18Q: 3 clusters Score -158838.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -158855.343750 Penalty: 3513.776367
	Iteration 19Q: 3 clusters Score -158855.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -158880.906250 Penalty: 3513.776367
	Iteration 20F: 3 clusters Score -158880.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -158908.234375 Penalty: 3513.776367
	Iteration 21Q: 3 clusters Score -158908.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -158927.828125 Penalty: 3513.776367
	Iteration 22Q: 3 clusters Score -158927.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -158950.265625 Penalty: 3513.776367
	Iteration 23Q: 3 clusters Score -158950.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -158975.296875 Penalty: 3513.776367
	Iteration 24Q: 3 clusters Score -158975.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -158995.515625 Penalty: 3513.776367
	Iteration 25Q: 3 clusters Score -158995.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -159014.406250 Penalty: 3513.776367
	Iteration 26Q: 3 clusters Score -159014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -159025.843750 Penalty: 3513.776367
	Iteration 27Q: 3 clusters Score -159025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -159042.281250 Penalty: 3513.776367
	Iteration 28Q: 3 clusters Score -159042.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -159051.562500 Penalty: 3513.776367
	Iteration 29Q: 3 clusters Score -159051.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -159062.046875 Penalty: 3513.776367
	Iteration 30Q: 3 clusters Score -159062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -159070.234375 Penalty: 3513.776367
	Iteration 31Q: 3 clusters Score -159070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -159072.218750 Penalty: 3513.776367
	Iteration 32Q: 3 clusters Score -159072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -159072.218750 Penalty: 3513.776367
	Iteration 33F: 3 clusters Score -159072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Entering Unmasked Estep 
Score: -5735551.500000 Penalty: 2642.258057
	Iteration 0F: 2 clusters Score -5735552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -5706895.000000 Penalty: 5284.516113
	Iteration 0F: 3 clusters Score -5706895 nChanged 19437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -5717705.000000 Penalty: 5284.516113
	Iteration 1F: 3 clusters Score -5717705 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -5718339.500000 Penalty: 5284.516113
	Iteration 2Q: 3 clusters Score -5718340 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5719061.000000 Penalty: 5284.516113
	Iteration 3Q: 3 clusters Score -5719061 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -5719897.000000 Penalty: 5284.516113
	Iteration 4Q: 3 clusters Score -5719897 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -5720988.000000 Penalty: 5284.516113
	Iteration 5F: 3 clusters Score -5720988 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -5722362.500000 Penalty: 5284.516113
	Iteration 6F: 3 clusters Score -5722362 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -5724075.000000 Penalty: 5284.516113
	Iteration 7F: 3 clusters Score -5724075 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -5725911.000000 Penalty: 5284.516113
	Iteration 8F: 3 clusters Score -5725911 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -5727594.500000 Penalty: 5284.516113
	Iteration 9F: 3 clusters Score -5727594 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -5729045.500000 Penalty: 5284.516113
	Iteration 10Q: 3 clusters Score -5729046 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -5730166.000000 Penalty: 5284.516113
	Iteration 11Q: 3 clusters Score -5730166 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -5730949.500000 Penalty: 5284.516113
	Iteration 12Q: 3 clusters Score -5730950 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -5731506.000000 Penalty: 5284.516113
	Iteration 13Q: 3 clusters Score -5731506 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -5731955.000000 Penalty: 5284.516113
	Iteration 14Q: 3 clusters Score -5731955 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -5732388.000000 Penalty: 5284.516113
	Iteration 15Q: 3 clusters Score -5732388 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -5732752.000000 Penalty: 5284.516113
	Iteration 16Q: 3 clusters Score -5732752 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -5733109.000000 Penalty: 5284.516113
	Iteration 17Q: 3 clusters Score -5733109 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -5733350.500000 Penalty: 5284.516113
	Iteration 18Q: 3 clusters Score -5733350 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -5733551.000000 Penalty: 5284.516113
	Iteration 19Q: 3 clusters Score -5733551 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5733758.000000 Penalty: 5284.516113
	Iteration 20F: 3 clusters Score -5733758 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -5733969.500000 Penalty: 5284.516113
	Iteration 21Q: 3 clusters Score -5733970 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5734161.000000 Penalty: 5284.516113
	Iteration 22Q: 3 clusters Score -5734161 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5734345.500000 Penalty: 5284.516113
	Iteration 23Q: 3 clusters Score -5734346 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5734614.000000 Penalty: 5284.516113
	Iteration 24Q: 3 clusters Score -5734614 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -5734915.500000 Penalty: 5284.516113
	Iteration 25Q: 3 clusters Score -5734916 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5735198.500000 Penalty: 5284.516113
	Iteration 26Q: 3 clusters Score -5735198 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5735381.000000 Penalty: 5284.516113
	Iteration 27Q: 3 clusters Score -5735381 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5735443.500000 Penalty: 5284.516113
	Iteration 28Q: 3 clusters Score -5735444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5735443.500000 Penalty: 5284.516113
	Iteration 29Q: 3 clusters Score -5735444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5735470.000000 Penalty: 5284.516113
	Iteration 30Q: 3 clusters Score -5735470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5735472.500000 Penalty: 5284.516113
	Iteration 31Q: 3 clusters Score -5735472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5735472.500000 Penalty: 5284.516113
	Iteration 32Q: 3 clusters Score -5735472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5735473.500000 Penalty: 5284.516113
	Iteration 33Q: 3 clusters Score -5735474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5735478.000000 Penalty: 5284.516113
	Iteration 34Q: 3 clusters Score -5735478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5735474.500000 Penalty: 5284.516113
	Iteration 35Q: 3 clusters Score -5735474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5735475.500000 Penalty: 5284.516113
	Iteration 36Q: 3 clusters Score -5735476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5735476.500000 Penalty: 5284.516113
	Iteration 37Q: 3 clusters Score -5735476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5735478.000000 Penalty: 5284.516113
	Iteration 38Q: 3 clusters Score -5735478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5735476.500000 Penalty: 5284.516113
	Iteration 39Q: 3 clusters Score -5735476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5735475.500000 Penalty: 5284.516113
	Iteration 40F: 3 clusters Score -5735476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5735473.500000 Penalty: 5284.516113
	Iteration 41Q: 3 clusters Score -5735474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5735473.500000 Penalty: 5284.516113
	Iteration 42F: 3 clusters Score -5735474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Entering Unmasked Estep 
Score: -7285854.000000 Penalty: 2704.048340
	Iteration 0F: 2 clusters Score -7285854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -7249257.000000 Penalty: 5408.096680
	Iteration 0F: 3 clusters Score -7249257 nChanged 25139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -7263200.500000 Penalty: 5408.096680
	Iteration 1F: 3 clusters Score -7263200 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -7264142.500000 Penalty: 5408.096680
	Iteration 2Q: 3 clusters Score -7264142 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -7265161.500000 Penalty: 5408.096680
	Iteration 3Q: 3 clusters Score -7265162 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -7266534.000000 Penalty: 5408.096680
	Iteration 4F: 3 clusters Score -7266534 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -7268754.500000 Penalty: 5408.096680
	Iteration 5F: 3 clusters Score -7268754 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -7272381.000000 Penalty: 5408.096680
	Iteration 6F: 3 clusters Score -7272381 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -7277190.500000 Penalty: 5408.096680
	Iteration 7F: 3 clusters Score -7277190 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -7281657.000000 Penalty: 5408.096680
	Iteration 8F: 3 clusters Score -7281657 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -7284164.000000 Penalty: 5408.096680
	Iteration 9Q: 3 clusters Score -7284164 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7285469.500000 Penalty: 5408.096680
	Iteration 10Q: 3 clusters Score -7285470 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7286130.000000 Penalty: 5408.096680
	Iteration 11Q: 3 clusters Score -7286130 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7286408.000000 Penalty: 5408.096680
	Iteration 12Q: 3 clusters Score -7286408 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7286542.500000 Penalty: 5408.096680
	Iteration 13Q: 3 clusters Score -7286542 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7286562.000000 Penalty: 5408.096680
	Iteration 14Q: 3 clusters Score -7286562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7286569.500000 Penalty: 5408.096680
	Iteration 15Q: 3 clusters Score -7286570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7286605.500000 Penalty: 5408.096680
	Iteration 16Q: 3 clusters Score -7286606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7286603.000000 Penalty: 5408.096680
	Iteration 17Q: 3 clusters Score -7286603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7286603.000000 Penalty: 5408.096680
	Iteration 18Q: 3 clusters Score -7286603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7286613.500000 Penalty: 5408.096680
	Iteration 19Q: 3 clusters Score -7286614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7287136.500000 Penalty: 5408.096680
	Iteration 20F: 3 clusters Score -7287136 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7287349.000000 Penalty: 5408.096680
	Iteration 21Q: 3 clusters Score -7287349 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7287453.500000 Penalty: 5408.096680
	Iteration 22Q: 3 clusters Score -7287454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7287490.500000 Penalty: 5408.096680
	Iteration 23Q: 3 clusters Score -7287490 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7287517.000000 Penalty: 5408.096680
	Iteration 24Q: 3 clusters Score -7287517 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7287539.000000 Penalty: 5408.096680
	Iteration 25Q: 3 clusters Score -7287539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7287564.500000 Penalty: 5408.096680
	Iteration 26Q: 3 clusters Score -7287564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7287563.000000 Penalty: 5408.096680
	Iteration 27Q: 3 clusters Score -7287563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7287571.000000 Penalty: 5408.096680
	Iteration 28Q: 3 clusters Score -7287571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7287576.000000 Penalty: 5408.096680
	Iteration 29Q: 3 clusters Score -7287576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7287591.500000 Penalty: 5408.096680
	Iteration 30Q: 3 clusters Score -7287592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -7287584.000000 Penalty: 5408.096680
	Iteration 31Q: 3 clusters Score -7287584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -7287583.000000 Penalty: 5408.096680
	Iteration 32Q: 3 clusters Score -7287583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -7287586.500000 Penalty: 5408.096680
	Iteration 33Q: 3 clusters Score -7287586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -7287588.000000 Penalty: 5408.096680
	Iteration 34Q: 3 clusters Score -7287588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7287590.000000 Penalty: 5408.096680
	Iteration 35Q: 3 clusters Score -7287590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -7287587.000000 Penalty: 5408.096680
	Iteration 36Q: 3 clusters Score -7287587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -7287588.000000 Penalty: 5408.096680
	Iteration 37F: 3 clusters Score -7287588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7287580.500000 Penalty: 5408.096680
	Iteration 38Q: 3 clusters Score -7287580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7287583.000000 Penalty: 5408.096680
	Iteration 39Q: 3 clusters Score -7287583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -7287587.500000 Penalty: 5408.096680
	Iteration 40F: 3 clusters Score -7287588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -7287588.500000 Penalty: 5408.096680
	Iteration 41Q: 3 clusters Score -7287588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -7287588.500000 Penalty: 5408.096680
	Iteration 42F: 3 clusters Score -7287588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 161620 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 25807 members 
Mstep: Class 4 contains 188106 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 35073 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 102625 members 
Mstep: Class 9 contains 20218 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 42373 members 
Mstep: Class 15 contains 51671 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 163319 members 
Mstep: Class 18 contains 1351 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 22 contains 209719 members 
Entering Unmasked Estep 
Score: -137385280.000000 Penalty: 61735.398438
Splitting cluster 15 changes total score from -137371152.000000 to -137385280.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 16 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -28729.171875 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -28729.17 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 119 members 
Entering Unmasked Estep 
Score: -27549.761719 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -27549.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27617.876953 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -27617.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27643.716797 Penalty: 2701.581787
	Iteration 2Q: 3 clusters Score -27643.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27649.593750 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -27649.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27649.593750 Penalty: 2701.581787
	Iteration 4F: 3 clusters Score -27649.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (163319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163319 members 
Entering Unmasked Estep 
Score: -22496048.000000 Penalty: 2976.858398
	Iteration 0F: 2 clusters Score -2.249605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -22390904.000000 Penalty: 5953.716797
	Iteration 0F: 3 clusters Score -2.23909e+07 nChanged 78420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -22436626.000000 Penalty: 5953.716797
	Iteration 1F: 3 clusters Score -2.243663e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -22437764.000000 Penalty: 5953.716797
	Iteration 2Q: 3 clusters Score -2.243776e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78890 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -22439606.000000 Penalty: 5953.716797
	Iteration 3Q: 3 clusters Score -2.243961e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -22442640.000000 Penalty: 5953.716797
	Iteration 4Q: 3 clusters Score -2.244264e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
Score: -22447188.000000 Penalty: 5953.716797
	Iteration 5F: 3 clusters Score -2.244719e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -22454110.000000 Penalty: 5953.716797
	Iteration 6F: 3 clusters Score -2.245411e+07 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -22463734.000000 Penalty: 5953.716797
	Iteration 7F: 3 clusters Score -2.246373e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 103900 members 
Entering Unmasked Estep 
Score: -22473130.000000 Penalty: 5953.716797
	Iteration 8F: 3 clusters Score -2.247313e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 107755 members 
Entering Unmasked Estep 
Score: -22478344.000000 Penalty: 5953.716797
	Iteration 9F: 3 clusters Score -2.247834e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -22480734.000000 Penalty: 5953.716797
	Iteration 10Q: 3 clusters Score -2.248073e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 113336 members 
Entering Unmasked Estep 
Score: -22482042.000000 Penalty: 5953.716797
	Iteration 11Q: 3 clusters Score -2.248204e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 116149 members 
Entering Unmasked Estep 
Score: -22483102.000000 Penalty: 5953.716797
	Iteration 12Q: 3 clusters Score -2.24831e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 119055 members 
Entering Unmasked Estep 
Score: -22484082.000000 Penalty: 5953.716797
	Iteration 13Q: 3 clusters Score -2.248408e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 121871 members 
Entering Unmasked Estep 
Score: -22485096.000000 Penalty: 5953.716797
	Iteration 14Q: 3 clusters Score -2.24851e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 124611 members 
Entering Unmasked Estep 
Score: -22486138.000000 Penalty: 5953.716797
	Iteration 15Q: 3 clusters Score -2.248614e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 127387 members 
Entering Unmasked Estep 
Score: -22487476.000000 Penalty: 5953.716797
	Iteration 16Q: 3 clusters Score -2.248748e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 130060 members 
Entering Unmasked Estep 
Score: -22488524.000000 Penalty: 5953.716797
	Iteration 17Q: 3 clusters Score -2.248852e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 132552 members 
Entering Unmasked Estep 
Score: -22489740.000000 Penalty: 5953.716797
	Iteration 18Q: 3 clusters Score -2.248974e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 135208 members 
Entering Unmasked Estep 
Score: -22491102.000000 Penalty: 5953.716797
	Iteration 19Q: 3 clusters Score -2.24911e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 137930 members 
Entering Unmasked Estep 
Score: -22492346.000000 Penalty: 5953.716797
	Iteration 20F: 3 clusters Score -2.249235e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 140713 members 
Entering Unmasked Estep 
Score: -22493226.000000 Penalty: 5953.716797
	Iteration 21Q: 3 clusters Score -2.249323e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 143522 members 
Entering Unmasked Estep 
Score: -22494120.000000 Penalty: 5953.716797
	Iteration 22Q: 3 clusters Score -2.249412e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 146210 members 
Entering Unmasked Estep 
Score: -22494808.000000 Penalty: 5953.716797
	Iteration 23Q: 3 clusters Score -2.249481e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 148717 members 
Entering Unmasked Estep 
Score: -22495322.000000 Penalty: 5953.716797
	Iteration 24Q: 3 clusters Score -2.249532e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 151027 members 
Entering Unmasked Estep 
Score: -22495314.000000 Penalty: 5953.716797
	Iteration 25Q: 3 clusters Score -2.249531e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 153051 members 
Entering Unmasked Estep 
Score: -22495426.000000 Penalty: 5953.716797
	Iteration 26Q: 3 clusters Score -2.249543e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 154762 members 
Entering Unmasked Estep 
Score: -22495580.000000 Penalty: 5953.716797
	Iteration 27Q: 3 clusters Score -2.249558e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 156242 members 
Entering Unmasked Estep 
Score: -22495462.000000 Penalty: 5953.716797
	Iteration 28Q: 3 clusters Score -2.249546e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 157429 members 
Entering Unmasked Estep 
Score: -22495498.000000 Penalty: 5953.716797
	Iteration 29Q: 3 clusters Score -2.24955e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -22495510.000000 Penalty: 5953.716797
	Iteration 30Q: 3 clusters Score -2.249551e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 159252 members 
Entering Unmasked Estep 
Score: -22495416.000000 Penalty: 5953.716797
	Iteration 31Q: 3 clusters Score -2.249542e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 159867 members 
Entering Unmasked Estep 
Score: -22495346.000000 Penalty: 5953.716797
	Iteration 32Q: 3 clusters Score -2.249535e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 160335 members 
Entering Unmasked Estep 
Score: -22495218.000000 Penalty: 5953.716797
	Iteration 33Q: 3 clusters Score -2.249522e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 160697 members 
Entering Unmasked Estep 
Score: -22495160.000000 Penalty: 5953.716797
	Iteration 34Q: 3 clusters Score -2.249516e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 160937 members 
Entering Unmasked Estep 
Score: -22495134.000000 Penalty: 5953.716797
	Iteration 35Q: 3 clusters Score -2.249513e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 161125 members 
Entering Unmasked Estep 
Score: -22495062.000000 Penalty: 5953.716797
	Iteration 36Q: 3 clusters Score -2.249506e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 161280 members 
Entering Unmasked Estep 
Score: -22495002.000000 Penalty: 5953.716797
	Iteration 37Q: 3 clusters Score -2.2495e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 161392 members 
Entering Unmasked Estep 
Score: -22494906.000000 Penalty: 5953.716797
	Iteration 38Q: 3 clusters Score -2.249491e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 161481 members 
Entering Unmasked Estep 
Score: -22494872.000000 Penalty: 5953.716797
	Iteration 39Q: 3 clusters Score -2.249487e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 161557 members 
Entering Unmasked Estep 
Score: -22494884.000000 Penalty: 5953.716797
	Iteration 40F: 3 clusters Score -2.249488e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 161636 members 
Entering Unmasked Estep 
Score: -22494870.000000 Penalty: 5953.716797
	Iteration 41Q: 3 clusters Score -2.249487e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 161709 members 
Entering Unmasked Estep 
Score: -22494840.000000 Penalty: 5953.716797
	Iteration 42Q: 3 clusters Score -2.249484e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 161770 members 
Entering Unmasked Estep 
Score: -22494838.000000 Penalty: 5953.716797
	Iteration 43Q: 3 clusters Score -2.249484e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 161816 members 
Entering Unmasked Estep 
Score: -22494832.000000 Penalty: 5953.716797
	Iteration 44Q: 3 clusters Score -2.249483e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 161857 members 
Entering Unmasked Estep 
Score: -22494812.000000 Penalty: 5953.716797
	Iteration 45Q: 3 clusters Score -2.249481e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 161887 members 
Entering Unmasked Estep 
Score: -22494788.000000 Penalty: 5953.716797
	Iteration 46Q: 3 clusters Score -2.249479e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 161923 members 
Entering Unmasked Estep 
Score: -22494766.000000 Penalty: 5953.716797
	Iteration 47Q: 3 clusters Score -2.249477e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 161949 members 
Entering Unmasked Estep 
Score: -22494768.000000 Penalty: 5953.716797
	Iteration 48Q: 3 clusters Score -2.249477e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 161969 members 
Entering Unmasked Estep 
Score: -22494746.000000 Penalty: 5953.716797
	Iteration 49Q: 3 clusters Score -2.249475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 161990 members 
Entering Unmasked Estep 
Score: -22494730.000000 Penalty: 5953.716797
	Iteration 50Q: 3 clusters Score -2.249473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 162000 members 
Entering Unmasked Estep 
Score: -22494728.000000 Penalty: 5953.716797
	Iteration 51Q: 3 clusters Score -2.249473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 162013 members 
Entering Unmasked Estep 
Score: -22494746.000000 Penalty: 5953.716797
	Iteration 52Q: 3 clusters Score -2.249475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 162026 members 
Entering Unmasked Estep 
Score: -22494740.000000 Penalty: 5953.716797
	Iteration 53Q: 3 clusters Score -2.249474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -22494744.000000 Penalty: 5953.716797
	Iteration 54Q: 3 clusters Score -2.249474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 162050 members 
Entering Unmasked Estep 
Score: -22494724.000000 Penalty: 5953.716797
	Iteration 55Q: 3 clusters Score -2.249472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 162060 members 
Entering Unmasked Estep 
Score: -22494712.000000 Penalty: 5953.716797
	Iteration 56Q: 3 clusters Score -2.249471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 162066 members 
Entering Unmasked Estep 
Score: -22494708.000000 Penalty: 5953.716797
	Iteration 57Q: 3 clusters Score -2.249471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 162072 members 
Entering Unmasked Estep 
Score: -22494700.000000 Penalty: 5953.716797
	Iteration 58Q: 3 clusters Score -2.24947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 162075 members 
Entering Unmasked Estep 
Score: -22494698.000000 Penalty: 5953.716797
	Iteration 59Q: 3 clusters Score -2.24947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 162077 members 
Entering Unmasked Estep 
Score: -22494698.000000 Penalty: 5953.716797
	Iteration 60F: 3 clusters Score -2.24947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 162079 members 
Entering Unmasked Estep 
Score: -22494696.000000 Penalty: 5953.716797
	Iteration 61Q: 3 clusters Score -2.24947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 162080 members 
Entering Unmasked Estep 
Score: -22494708.000000 Penalty: 5953.716797
	Iteration 62Q: 3 clusters Score -2.249471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 162083 members 
Entering Unmasked Estep 
Score: -22494700.000000 Penalty: 5953.716797
	Iteration 63Q: 3 clusters Score -2.24947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 162084 members 
Entering Unmasked Estep 
Score: -22494720.000000 Penalty: 5953.716797
	Iteration 64Q: 3 clusters Score -2.249472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 162086 members 
Entering Unmasked Estep 
Score: -22494708.000000 Penalty: 5953.716797
	Iteration 65Q: 3 clusters Score -2.249471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 162089 members 
Entering Unmasked Estep 
Score: -22494704.000000 Penalty: 5953.716797
	Iteration 66Q: 3 clusters Score -2.24947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 162089 members 
Entering Unmasked Estep 
Score: -22494704.000000 Penalty: 5953.716797
	Iteration 67F: 3 clusters Score -2.24947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -175502.000000 Penalty: 1787.732910
	Iteration 0F: 2 clusters Score -175502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -173542.328125 Penalty: 3575.465820
	Iteration 0F: 3 clusters Score -173542.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -174613.078125 Penalty: 3575.465820
	Iteration 1F: 3 clusters Score -174613.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -175841.875000 Penalty: 3575.465820
	Iteration 2F: 3 clusters Score -175841.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -176222.718750 Penalty: 3575.465820
	Iteration 3F: 3 clusters Score -176222.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -176377.984375 Penalty: 3575.465820
	Iteration 4Q: 3 clusters Score -176378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -176436.437500 Penalty: 3575.465820
	Iteration 5Q: 3 clusters Score -176436.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -176464.890625 Penalty: 3575.465820
	Iteration 6Q: 3 clusters Score -176464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -176469.515625 Penalty: 3575.465820
	Iteration 7Q: 3 clusters Score -176469.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -176469.515625 Penalty: 3575.465820
	Iteration 8F: 3 clusters Score -176469.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 161620 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 25807 members 
Mstep: Class 4 contains 188106 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 35073 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 102625 members 
Mstep: Class 9 contains 20218 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 42373 members 
Mstep: Class 15 contains 51671 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 163319 members 
Mstep: Class 18 contains 1177 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 22 contains 209719 members 
Entering Unmasked Estep 
Score: -137384624.000000 Penalty: 65165.144531
Splitting cluster 18 changes total score from -137371152.000000 to -137384624.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 20 (3828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Entering Unmasked Estep 
Score: -493484.625000 Penalty: 2046.024170
	Iteration 0F: 2 clusters Score -493484.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -489695.375000 Penalty: 4092.048340
	Iteration 0F: 3 clusters Score -489695.4 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -490526.718750 Penalty: 4092.048340
	Iteration 1F: 3 clusters Score -490526.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -490773.406250 Penalty: 4092.048340
	Iteration 2F: 3 clusters Score -490773.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -490926.375000 Penalty: 4092.048340
	Iteration 3F: 3 clusters Score -490926.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -491039.156250 Penalty: 4092.048340
	Iteration 4Q: 3 clusters Score -491039.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -491112.843750 Penalty: 4092.048340
	Iteration 5Q: 3 clusters Score -491112.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -491181.687500 Penalty: 4092.048340
	Iteration 6Q: 3 clusters Score -491181.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -491263.593750 Penalty: 4092.048340
	Iteration 7Q: 3 clusters Score -491263.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -491350.875000 Penalty: 4092.048340
	Iteration 8Q: 3 clusters Score -491350.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -491461.250000 Penalty: 4092.048340
	Iteration 9Q: 3 clusters Score -491461.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -491582.531250 Penalty: 4092.048340
	Iteration 10Q: 3 clusters Score -491582.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -491684.375000 Penalty: 4092.048340
	Iteration 11Q: 3 clusters Score -491684.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -491773.968750 Penalty: 4092.048340
	Iteration 12Q: 3 clusters Score -491774 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -491863.375000 Penalty: 4092.048340
	Iteration 13Q: 3 clusters Score -491863.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -491922.406250 Penalty: 4092.048340
	Iteration 14Q: 3 clusters Score -491922.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -491986.625000 Penalty: 4092.048340
	Iteration 15Q: 3 clusters Score -491986.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -492052.406250 Penalty: 4092.048340
	Iteration 16Q: 3 clusters Score -492052.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -492115.937500 Penalty: 4092.048340
	Iteration 17Q: 3 clusters Score -492115.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -492151.500000 Penalty: 4092.048340
	Iteration 18Q: 3 clusters Score -492151.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -492189.125000 Penalty: 4092.048340
	Iteration 19Q: 3 clusters Score -492189.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -492232.500000 Penalty: 4092.048340
	Iteration 20F: 3 clusters Score -492232.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -492253.031250 Penalty: 4092.048340
	Iteration 21Q: 3 clusters Score -492253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -492267.843750 Penalty: 4092.048340
	Iteration 22Q: 3 clusters Score -492267.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -492282.281250 Penalty: 4092.048340
	Iteration 23Q: 3 clusters Score -492282.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -492300.718750 Penalty: 4092.048340
	Iteration 24Q: 3 clusters Score -492300.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -492318.406250 Penalty: 4092.048340
	Iteration 25Q: 3 clusters Score -492318.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -492335.500000 Penalty: 4092.048340
	Iteration 26Q: 3 clusters Score -492335.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -492349.093750 Penalty: 4092.048340
	Iteration 27Q: 3 clusters Score -492349.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -492358.812500 Penalty: 4092.048340
	Iteration 28Q: 3 clusters Score -492358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -492367.218750 Penalty: 4092.048340
	Iteration 29Q: 3 clusters Score -492367.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -492381.625000 Penalty: 4092.048340
	Iteration 30Q: 3 clusters Score -492381.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -492395.062500 Penalty: 4092.048340
	Iteration 31Q: 3 clusters Score -492395.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -492408.437500 Penalty: 4092.048340
	Iteration 32Q: 3 clusters Score -492408.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -492416.687500 Penalty: 4092.048340
	Iteration 33Q: 3 clusters Score -492416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -492421.375000 Penalty: 4092.048340
	Iteration 34Q: 3 clusters Score -492421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -492421.281250 Penalty: 4092.048340
	Iteration 35Q: 3 clusters Score -492421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -492422.375000 Penalty: 4092.048340
	Iteration 36Q: 3 clusters Score -492422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -492423.187500 Penalty: 4092.048340
	Iteration 37Q: 3 clusters Score -492423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -492423.500000 Penalty: 4092.048340
	Iteration 38Q: 3 clusters Score -492423.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -492423.500000 Penalty: 4092.048340
	Iteration 39F: 3 clusters Score -492423.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (209719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209719 members 
Entering Unmasked Estep 
Score: -28868400.000000 Penalty: 3038.874023
	Iteration 0F: 2 clusters Score -2.88684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -28736594.000000 Penalty: 6077.748047
	Iteration 0F: 3 clusters Score -2.873659e+07 nChanged 101081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103689 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -28795886.000000 Penalty: 6077.748047
	Iteration 1F: 3 clusters Score -2.879589e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103254 members 
Mstep: Class 2 contains 106465 members 
Entering Unmasked Estep 
Score: -28797164.000000 Penalty: 6077.748047
	Iteration 2Q: 3 clusters Score -2.879716e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102530 members 
Mstep: Class 2 contains 107189 members 
Entering Unmasked Estep 
Score: -28799046.000000 Penalty: 6077.748047
	Iteration 3Q: 3 clusters Score -2.879905e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101403 members 
Mstep: Class 2 contains 108316 members 
Entering Unmasked Estep 
Score: -28801660.000000 Penalty: 6077.748047
	Iteration 4Q: 3 clusters Score -2.880166e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -28806150.000000 Penalty: 6077.748047
	Iteration 5Q: 3 clusters Score -2.880615e+07 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97515 members 
Mstep: Class 2 contains 112204 members 
Entering Unmasked Estep 
Score: -28812782.000000 Penalty: 6077.748047
	Iteration 6F: 3 clusters Score -2.881278e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95253 members 
Mstep: Class 2 contains 114466 members 
Entering Unmasked Estep 
Score: -28821902.000000 Penalty: 6077.748047
	Iteration 7F: 3 clusters Score -2.88219e+07 nChanged 13799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 116117 members 
Entering Unmasked Estep 
Score: -28832190.000000 Penalty: 6077.748047
	Iteration 8F: 3 clusters Score -2.883219e+07 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 116890 members 
Entering Unmasked Estep 
Score: -28840542.000000 Penalty: 6077.748047
	Iteration 9F: 3 clusters Score -2.884054e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92799 members 
Mstep: Class 2 contains 116920 members 
Entering Unmasked Estep 
Score: -28845688.000000 Penalty: 6077.748047
	Iteration 10F: 3 clusters Score -2.884569e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 116743 members 
Entering Unmasked Estep 
Score: -28848214.000000 Penalty: 6077.748047
	Iteration 11Q: 3 clusters Score -2.884821e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 116333 members 
Entering Unmasked Estep 
Score: -28849380.000000 Penalty: 6077.748047
	Iteration 12Q: 3 clusters Score -2.884938e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93820 members 
Mstep: Class 2 contains 115899 members 
Entering Unmasked Estep 
Score: -28850222.000000 Penalty: 6077.748047
	Iteration 13Q: 3 clusters Score -2.885022e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -28850688.000000 Penalty: 6077.748047
	Iteration 14Q: 3 clusters Score -2.885069e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 114693 members 
Entering Unmasked Estep 
Score: -28851172.000000 Penalty: 6077.748047
	Iteration 15Q: 3 clusters Score -2.885117e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 113993 members 
Entering Unmasked Estep 
Score: -28851404.000000 Penalty: 6077.748047
	Iteration 16Q: 3 clusters Score -2.88514e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96474 members 
Mstep: Class 2 contains 113245 members 
Entering Unmasked Estep 
Score: -28851696.000000 Penalty: 6077.748047
	Iteration 17Q: 3 clusters Score -2.88517e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97333 members 
Mstep: Class 2 contains 112386 members 
Entering Unmasked Estep 
Score: -28851988.000000 Penalty: 6077.748047
	Iteration 18Q: 3 clusters Score -2.885199e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 111481 members 
Entering Unmasked Estep 
Score: -28852176.000000 Penalty: 6077.748047
	Iteration 19Q: 3 clusters Score -2.885218e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 110512 members 
Entering Unmasked Estep 
Score: -28852672.000000 Penalty: 6077.748047
	Iteration 20F: 3 clusters Score -2.885267e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -28852894.000000 Penalty: 6077.748047
	Iteration 21Q: 3 clusters Score -2.885289e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 108314 members 
Entering Unmasked Estep 
Score: -28853274.000000 Penalty: 6077.748047
	Iteration 22Q: 3 clusters Score -2.885327e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 107096 members 
Entering Unmasked Estep 
Score: -28853632.000000 Penalty: 6077.748047
	Iteration 23Q: 3 clusters Score -2.885363e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103875 members 
Mstep: Class 2 contains 105844 members 
Entering Unmasked Estep 
Score: -28853906.000000 Penalty: 6077.748047
	Iteration 24Q: 3 clusters Score -2.885391e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105173 members 
Mstep: Class 2 contains 104546 members 
Entering Unmasked Estep 
Score: -28854332.000000 Penalty: 6077.748047
	Iteration 25Q: 3 clusters Score -2.885433e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106502 members 
Mstep: Class 2 contains 103217 members 
Entering Unmasked Estep 
Score: -28854554.000000 Penalty: 6077.748047
	Iteration 26Q: 3 clusters Score -2.885455e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107978 members 
Mstep: Class 2 contains 101741 members 
Entering Unmasked Estep 
Score: -28855006.000000 Penalty: 6077.748047
	Iteration 27Q: 3 clusters Score -2.885501e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109500 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -28855392.000000 Penalty: 6077.748047
	Iteration 28Q: 3 clusters Score -2.885539e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111109 members 
Mstep: Class 2 contains 98610 members 
Entering Unmasked Estep 
Score: -28855744.000000 Penalty: 6077.748047
	Iteration 29Q: 3 clusters Score -2.885574e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112817 members 
Mstep: Class 2 contains 96902 members 
Entering Unmasked Estep 
Score: -28856148.000000 Penalty: 6077.748047
	Iteration 30Q: 3 clusters Score -2.885615e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114568 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -28856686.000000 Penalty: 6077.748047
	Iteration 31Q: 3 clusters Score -2.885669e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -28856972.000000 Penalty: 6077.748047
	Iteration 32Q: 3 clusters Score -2.885697e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118238 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -28857330.000000 Penalty: 6077.748047
	Iteration 33Q: 3 clusters Score -2.885733e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120170 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -28857766.000000 Penalty: 6077.748047
	Iteration 34Q: 3 clusters Score -2.885777e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122140 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -28858208.000000 Penalty: 6077.748047
	Iteration 35Q: 3 clusters Score -2.885821e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124106 members 
Mstep: Class 2 contains 85613 members 
Entering Unmasked Estep 
Score: -28858684.000000 Penalty: 6077.748047
	Iteration 36Q: 3 clusters Score -2.885868e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126184 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -28859194.000000 Penalty: 6077.748047
	Iteration 37Q: 3 clusters Score -2.885919e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128343 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -28859702.000000 Penalty: 6077.748047
	Iteration 38Q: 3 clusters Score -2.88597e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130681 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -28860308.000000 Penalty: 6077.748047
	Iteration 39Q: 3 clusters Score -2.886031e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133153 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -28860910.000000 Penalty: 6077.748047
	Iteration 40F: 3 clusters Score -2.886091e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135751 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -28861534.000000 Penalty: 6077.748047
	Iteration 41Q: 3 clusters Score -2.886153e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138479 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -28862370.000000 Penalty: 6077.748047
	Iteration 42Q: 3 clusters Score -2.886237e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141265 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -28863192.000000 Penalty: 6077.748047
	Iteration 43Q: 3 clusters Score -2.886319e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144121 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -28863922.000000 Penalty: 6077.748047
	Iteration 44Q: 3 clusters Score -2.886392e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147028 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -28864692.000000 Penalty: 6077.748047
	Iteration 45Q: 3 clusters Score -2.886469e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149996 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -28865548.000000 Penalty: 6077.748047
	Iteration 46Q: 3 clusters Score -2.886555e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153289 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -28866328.000000 Penalty: 6077.748047
	Iteration 47Q: 3 clusters Score -2.886633e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156648 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -28866840.000000 Penalty: 6077.748047
	Iteration 48Q: 3 clusters Score -2.886684e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159986 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -28867310.000000 Penalty: 6077.748047
	Iteration 49Q: 3 clusters Score -2.886731e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163159 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -28867606.000000 Penalty: 6077.748047
	Iteration 50Q: 3 clusters Score -2.886761e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166344 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -28867832.000000 Penalty: 6077.748047
	Iteration 51Q: 3 clusters Score -2.886783e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169298 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -28868102.000000 Penalty: 6077.748047
	Iteration 52Q: 3 clusters Score -2.88681e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172075 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -28868334.000000 Penalty: 6077.748047
	Iteration 53Q: 3 clusters Score -2.886833e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174527 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -28868496.000000 Penalty: 6077.748047
	Iteration 54Q: 3 clusters Score -2.88685e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176713 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -28868194.000000 Penalty: 6077.748047
	Iteration 55Q: 3 clusters Score -2.886819e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178675 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -28868180.000000 Penalty: 6077.748047
	Iteration 56Q: 3 clusters Score -2.886818e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180398 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -28868182.000000 Penalty: 6077.748047
	Iteration 57Q: 3 clusters Score -2.886818e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181868 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -28868118.000000 Penalty: 6077.748047
	Iteration 58Q: 3 clusters Score -2.886812e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183115 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -28868088.000000 Penalty: 6077.748047
	Iteration 59Q: 3 clusters Score -2.886809e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184238 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -28868566.000000 Penalty: 6077.748047
	Iteration 60F: 3 clusters Score -2.886857e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185912 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -28868466.000000 Penalty: 6077.748047
	Iteration 61Q: 3 clusters Score -2.886847e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187427 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -28868514.000000 Penalty: 6077.748047
	Iteration 62Q: 3 clusters Score -2.886851e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188794 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -28868390.000000 Penalty: 6077.748047
	Iteration 63Q: 3 clusters Score -2.886839e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190025 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -28868238.000000 Penalty: 6077.748047
	Iteration 64Q: 3 clusters Score -2.886824e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191143 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -28868190.000000 Penalty: 6077.748047
	Iteration 65Q: 3 clusters Score -2.886819e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192160 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -28868172.000000 Penalty: 6077.748047
	Iteration 66Q: 3 clusters Score -2.886817e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193101 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -28868142.000000 Penalty: 6077.748047
	Iteration 67Q: 3 clusters Score -2.886814e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193939 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -28868124.000000 Penalty: 6077.748047
	Iteration 68Q: 3 clusters Score -2.886812e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194716 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -28867972.000000 Penalty: 6077.748047
	Iteration 69Q: 3 clusters Score -2.886797e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195421 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -28867934.000000 Penalty: 6077.748047
	Iteration 70Q: 3 clusters Score -2.886793e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196076 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -28867922.000000 Penalty: 6077.748047
	Iteration 71Q: 3 clusters Score -2.886792e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196638 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -28867810.000000 Penalty: 6077.748047
	Iteration 72Q: 3 clusters Score -2.886781e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197135 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -28867796.000000 Penalty: 6077.748047
	Iteration 73Q: 3 clusters Score -2.88678e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197612 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -28867778.000000 Penalty: 6077.748047
	Iteration 74Q: 3 clusters Score -2.886778e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198048 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -28867656.000000 Penalty: 6077.748047
	Iteration 75Q: 3 clusters Score -2.886766e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198460 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -28867622.000000 Penalty: 6077.748047
	Iteration 76Q: 3 clusters Score -2.886762e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198844 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -28867584.000000 Penalty: 6077.748047
	Iteration 77Q: 3 clusters Score -2.886758e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199194 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -28867606.000000 Penalty: 6077.748047
	Iteration 78Q: 3 clusters Score -2.886761e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199531 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -28867594.000000 Penalty: 6077.748047
	Iteration 79Q: 3 clusters Score -2.886759e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199874 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -28867620.000000 Penalty: 6077.748047
	Iteration 80F: 3 clusters Score -2.886762e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200226 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -28867590.000000 Penalty: 6077.748047
	Iteration 81Q: 3 clusters Score -2.886759e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200546 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -28867550.000000 Penalty: 6077.748047
	Iteration 82Q: 3 clusters Score -2.886755e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200835 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -28867518.000000 Penalty: 6077.748047
	Iteration 83Q: 3 clusters Score -2.886752e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201119 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -28867478.000000 Penalty: 6077.748047
	Iteration 84Q: 3 clusters Score -2.886748e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201387 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -28867432.000000 Penalty: 6077.748047
	Iteration 85Q: 3 clusters Score -2.886743e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201666 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -28867380.000000 Penalty: 6077.748047
	Iteration 86Q: 3 clusters Score -2.886738e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201948 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -28867358.000000 Penalty: 6077.748047
	Iteration 87Q: 3 clusters Score -2.886736e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202209 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -28867368.000000 Penalty: 6077.748047
	Iteration 88Q: 3 clusters Score -2.886737e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202461 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -28867396.000000 Penalty: 6077.748047
	Iteration 89Q: 3 clusters Score -2.88674e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202719 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -28867430.000000 Penalty: 6077.748047
	Iteration 90Q: 3 clusters Score -2.886743e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202933 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -28867370.000000 Penalty: 6077.748047
	Iteration 91Q: 3 clusters Score -2.886737e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203136 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -28867342.000000 Penalty: 6077.748047
	Iteration 92Q: 3 clusters Score -2.886734e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203314 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -28867394.000000 Penalty: 6077.748047
	Iteration 93Q: 3 clusters Score -2.886739e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203465 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -28867324.000000 Penalty: 6077.748047
	Iteration 94Q: 3 clusters Score -2.886732e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203613 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -28867322.000000 Penalty: 6077.748047
	Iteration 95Q: 3 clusters Score -2.886732e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203765 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -28867342.000000 Penalty: 6077.748047
	Iteration 96Q: 3 clusters Score -2.886734e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203905 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -28867298.000000 Penalty: 6077.748047
	Iteration 97Q: 3 clusters Score -2.88673e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204045 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -28867284.000000 Penalty: 6077.748047
	Iteration 98Q: 3 clusters Score -2.886728e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204179 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -28867206.000000 Penalty: 6077.748047
	Iteration 99Q: 3 clusters Score -2.886721e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204304 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -28867170.000000 Penalty: 6077.748047
	Iteration 100F: 3 clusters Score -2.886717e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204401 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -28867168.000000 Penalty: 6077.748047
	Iteration 101Q: 3 clusters Score -2.886717e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204485 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -28867166.000000 Penalty: 6077.748047
	Iteration 102Q: 3 clusters Score -2.886717e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204562 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -28867166.000000 Penalty: 6077.748047
	Iteration 103Q: 3 clusters Score -2.886717e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204645 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -28867184.000000 Penalty: 6077.748047
	Iteration 104Q: 3 clusters Score -2.886718e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204727 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -28867166.000000 Penalty: 6077.748047
	Iteration 105Q: 3 clusters Score -2.886717e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204802 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -28867154.000000 Penalty: 6077.748047
	Iteration 106Q: 3 clusters Score -2.886715e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204884 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -28867158.000000 Penalty: 6077.748047
	Iteration 107Q: 3 clusters Score -2.886716e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204952 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -28867120.000000 Penalty: 6077.748047
	Iteration 108Q: 3 clusters Score -2.886712e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205007 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -28867138.000000 Penalty: 6077.748047
	Iteration 109Q: 3 clusters Score -2.886714e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205055 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -28867176.000000 Penalty: 6077.748047
	Iteration 110Q: 3 clusters Score -2.886718e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205096 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -28867168.000000 Penalty: 6077.748047
	Iteration 111Q: 3 clusters Score -2.886717e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205143 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -28867170.000000 Penalty: 6077.748047
	Iteration 112Q: 3 clusters Score -2.886717e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205183 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -28867154.000000 Penalty: 6077.748047
	Iteration 113Q: 3 clusters Score -2.886715e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205221 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -28867176.000000 Penalty: 6077.748047
	Iteration 114Q: 3 clusters Score -2.886718e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205263 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -28867152.000000 Penalty: 6077.748047
	Iteration 115Q: 3 clusters Score -2.886715e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205295 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -28867154.000000 Penalty: 6077.748047
	Iteration 116Q: 3 clusters Score -2.886715e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205331 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -28867160.000000 Penalty: 6077.748047
	Iteration 117Q: 3 clusters Score -2.886716e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205381 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -28867152.000000 Penalty: 6077.748047
	Iteration 118Q: 3 clusters Score -2.886715e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205416 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -28867164.000000 Penalty: 6077.748047
	Iteration 119Q: 3 clusters Score -2.886716e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205463 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -28867186.000000 Penalty: 6077.748047
	Iteration 120F: 3 clusters Score -2.886719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205499 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -28867192.000000 Penalty: 6077.748047
	Iteration 121Q: 3 clusters Score -2.886719e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205536 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -28867208.000000 Penalty: 6077.748047
	Iteration 122Q: 3 clusters Score -2.886721e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205562 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -28867172.000000 Penalty: 6077.748047
	Iteration 123Q: 3 clusters Score -2.886717e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205591 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -28867196.000000 Penalty: 6077.748047
	Iteration 124Q: 3 clusters Score -2.88672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205621 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -28867186.000000 Penalty: 6077.748047
	Iteration 125Q: 3 clusters Score -2.886719e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205654 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -28867178.000000 Penalty: 6077.748047
	Iteration 126Q: 3 clusters Score -2.886718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205676 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -28867176.000000 Penalty: 6077.748047
	Iteration 127Q: 3 clusters Score -2.886718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205696 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -28867182.000000 Penalty: 6077.748047
	Iteration 128Q: 3 clusters Score -2.886718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205714 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -28867186.000000 Penalty: 6077.748047
	Iteration 129Q: 3 clusters Score -2.886719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205736 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -28867178.000000 Penalty: 6077.748047
	Iteration 130Q: 3 clusters Score -2.886718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205755 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -28867174.000000 Penalty: 6077.748047
	Iteration 131Q: 3 clusters Score -2.886717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205776 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -28867142.000000 Penalty: 6077.748047
	Iteration 132Q: 3 clusters Score -2.886714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205785 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -28867162.000000 Penalty: 6077.748047
	Iteration 133Q: 3 clusters Score -2.886716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205793 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -28867166.000000 Penalty: 6077.748047
	Iteration 134Q: 3 clusters Score -2.886717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205799 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -28867162.000000 Penalty: 6077.748047
	Iteration 135Q: 3 clusters Score -2.886716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205804 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -28867162.000000 Penalty: 6077.748047
	Iteration 136Q: 3 clusters Score -2.886716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205808 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -28867162.000000 Penalty: 6077.748047
	Iteration 137Q: 3 clusters Score -2.886716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205816 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -28867174.000000 Penalty: 6077.748047
	Iteration 138Q: 3 clusters Score -2.886717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205822 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -28867192.000000 Penalty: 6077.748047
	Iteration 139Q: 3 clusters Score -2.886719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205825 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -28867180.000000 Penalty: 6077.748047
	Iteration 140F: 3 clusters Score -2.886718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205828 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -28867166.000000 Penalty: 6077.748047
	Iteration 141Q: 3 clusters Score -2.886717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205831 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -28867168.000000 Penalty: 6077.748047
	Iteration 142Q: 3 clusters Score -2.886717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205834 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -28867168.000000 Penalty: 6077.748047
	Iteration 143Q: 3 clusters Score -2.886717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205837 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -28867182.000000 Penalty: 6077.748047
	Iteration 144Q: 3 clusters Score -2.886718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205840 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -28867180.000000 Penalty: 6077.748047
	Iteration 145Q: 3 clusters Score -2.886718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205843 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -28867186.000000 Penalty: 6077.748047
	Iteration 146Q: 3 clusters Score -2.886719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205848 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -28867178.000000 Penalty: 6077.748047
	Iteration 147Q: 3 clusters Score -2.886718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205854 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -28867168.000000 Penalty: 6077.748047
	Iteration 148Q: 3 clusters Score -2.886717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205861 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -28867162.000000 Penalty: 6077.748047
	Iteration 149Q: 3 clusters Score -2.886716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205869 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -28867150.000000 Penalty: 6077.748047
	Iteration 150Q: 3 clusters Score -2.886715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205878 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -28867178.000000 Penalty: 6077.748047
	Iteration 151Q: 3 clusters Score -2.886718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205888 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -28867160.000000 Penalty: 6077.748047
	Iteration 152Q: 3 clusters Score -2.886716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205898 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -28867148.000000 Penalty: 6077.748047
	Iteration 153Q: 3 clusters Score -2.886715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205912 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -28867154.000000 Penalty: 6077.748047
	Iteration 154Q: 3 clusters Score -2.886715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205930 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -28867146.000000 Penalty: 6077.748047
	Iteration 155Q: 3 clusters Score -2.886715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205943 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -28867142.000000 Penalty: 6077.748047
	Iteration 156Q: 3 clusters Score -2.886714e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205961 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -28867120.000000 Penalty: 6077.748047
	Iteration 157Q: 3 clusters Score -2.886712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205977 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -28867086.000000 Penalty: 6077.748047
	Iteration 158Q: 3 clusters Score -2.886709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205993 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -28867118.000000 Penalty: 6077.748047
	Iteration 159Q: 3 clusters Score -2.886712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206004 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -28867124.000000 Penalty: 6077.748047
	Iteration 160F: 3 clusters Score -2.886712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206016 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -28867124.000000 Penalty: 6077.748047
	Iteration 161Q: 3 clusters Score -2.886712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206025 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -28867106.000000 Penalty: 6077.748047
	Iteration 162Q: 3 clusters Score -2.886711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206037 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -28867126.000000 Penalty: 6077.748047
	Iteration 163Q: 3 clusters Score -2.886713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206049 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -28867106.000000 Penalty: 6077.748047
	Iteration 164Q: 3 clusters Score -2.886711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206059 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -28867118.000000 Penalty: 6077.748047
	Iteration 165Q: 3 clusters Score -2.886712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206068 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -28867098.000000 Penalty: 6077.748047
	Iteration 166Q: 3 clusters Score -2.88671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206073 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -28867118.000000 Penalty: 6077.748047
	Iteration 167Q: 3 clusters Score -2.886712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206079 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -28867104.000000 Penalty: 6077.748047
	Iteration 168Q: 3 clusters Score -2.88671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206089 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -28867098.000000 Penalty: 6077.748047
	Iteration 169Q: 3 clusters Score -2.88671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206093 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -28867078.000000 Penalty: 6077.748047
	Iteration 170Q: 3 clusters Score -2.886708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206097 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -28867082.000000 Penalty: 6077.748047
	Iteration 171Q: 3 clusters Score -2.886708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206103 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -28867092.000000 Penalty: 6077.748047
	Iteration 172Q: 3 clusters Score -2.886709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206111 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -28867094.000000 Penalty: 6077.748047
	Iteration 173Q: 3 clusters Score -2.886709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206118 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -28867094.000000 Penalty: 6077.748047
	Iteration 174Q: 3 clusters Score -2.886709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206119 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -28867116.000000 Penalty: 6077.748047
	Iteration 175Q: 3 clusters Score -2.886712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206123 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -28867110.000000 Penalty: 6077.748047
	Iteration 176Q: 3 clusters Score -2.886711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206127 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -28867102.000000 Penalty: 6077.748047
	Iteration 177Q: 3 clusters Score -2.88671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206131 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -28867096.000000 Penalty: 6077.748047
	Iteration 178Q: 3 clusters Score -2.88671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206138 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -28867114.000000 Penalty: 6077.748047
	Iteration 179Q: 3 clusters Score -2.886711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206145 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -28867112.000000 Penalty: 6077.748047
	Iteration 180F: 3 clusters Score -2.886711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206153 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -28867098.000000 Penalty: 6077.748047
	Iteration 181Q: 3 clusters Score -2.88671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206163 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -28867100.000000 Penalty: 6077.748047
	Iteration 182Q: 3 clusters Score -2.88671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206173 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -28867090.000000 Penalty: 6077.748047
	Iteration 183Q: 3 clusters Score -2.886709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206179 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -28867078.000000 Penalty: 6077.748047
	Iteration 184Q: 3 clusters Score -2.886708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206185 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -28867068.000000 Penalty: 6077.748047
	Iteration 185Q: 3 clusters Score -2.886707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206195 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -28867090.000000 Penalty: 6077.748047
	Iteration 186Q: 3 clusters Score -2.886709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206200 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -28867088.000000 Penalty: 6077.748047
	Iteration 187Q: 3 clusters Score -2.886709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206206 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -28867074.000000 Penalty: 6077.748047
	Iteration 188Q: 3 clusters Score -2.886707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206217 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -28867062.000000 Penalty: 6077.748047
	Iteration 189Q: 3 clusters Score -2.886706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206228 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -28867058.000000 Penalty: 6077.748047
	Iteration 190Q: 3 clusters Score -2.886706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206239 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -28867028.000000 Penalty: 6077.748047
	Iteration 191Q: 3 clusters Score -2.886703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206253 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -28867030.000000 Penalty: 6077.748047
	Iteration 192Q: 3 clusters Score -2.886703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206260 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -28867038.000000 Penalty: 6077.748047
	Iteration 193Q: 3 clusters Score -2.886704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206264 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -28867040.000000 Penalty: 6077.748047
	Iteration 194Q: 3 clusters Score -2.886704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206267 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -28867046.000000 Penalty: 6077.748047
	Iteration 195Q: 3 clusters Score -2.886705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206269 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -28867044.000000 Penalty: 6077.748047
	Iteration 196Q: 3 clusters Score -2.886704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206273 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -28867052.000000 Penalty: 6077.748047
	Iteration 197Q: 3 clusters Score -2.886705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206276 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -28867054.000000 Penalty: 6077.748047
	Iteration 198Q: 3 clusters Score -2.886705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206279 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -28867064.000000 Penalty: 6077.748047
	Iteration 199Q: 3 clusters Score -2.886706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206281 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -28867060.000000 Penalty: 6077.748047
	Iteration 200F: 3 clusters Score -2.886706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206282 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -28867048.000000 Penalty: 6077.748047
	Iteration 201Q: 3 clusters Score -2.886705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206285 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -28867034.000000 Penalty: 6077.748047
	Iteration 202Q: 3 clusters Score -2.886703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206287 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -28867040.000000 Penalty: 6077.748047
	Iteration 203Q: 3 clusters Score -2.886704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206288 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -28867030.000000 Penalty: 6077.748047
	Iteration 204Q: 3 clusters Score -2.886703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206292 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -28867026.000000 Penalty: 6077.748047
	Iteration 205Q: 3 clusters Score -2.886703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206297 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -28867044.000000 Penalty: 6077.748047
	Iteration 206Q: 3 clusters Score -2.886704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206303 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -28867030.000000 Penalty: 6077.748047
	Iteration 207Q: 3 clusters Score -2.886703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206316 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -28867028.000000 Penalty: 6077.748047
	Iteration 208Q: 3 clusters Score -2.886703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206328 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -28867044.000000 Penalty: 6077.748047
	Iteration 209Q: 3 clusters Score -2.886704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206336 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -28867020.000000 Penalty: 6077.748047
	Iteration 210Q: 3 clusters Score -2.886702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206346 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -28867030.000000 Penalty: 6077.748047
	Iteration 211Q: 3 clusters Score -2.886703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206357 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -28867018.000000 Penalty: 6077.748047
	Iteration 212Q: 3 clusters Score -2.886702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206364 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -28867016.000000 Penalty: 6077.748047
	Iteration 213Q: 3 clusters Score -2.886702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206370 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -28867034.000000 Penalty: 6077.748047
	Iteration 214Q: 3 clusters Score -2.886703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206373 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -28867016.000000 Penalty: 6077.748047
	Iteration 215Q: 3 clusters Score -2.886702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206377 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -28867022.000000 Penalty: 6077.748047
	Iteration 216Q: 3 clusters Score -2.886702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206381 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -28867016.000000 Penalty: 6077.748047
	Iteration 217Q: 3 clusters Score -2.886702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206386 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -28867016.000000 Penalty: 6077.748047
	Iteration 218Q: 3 clusters Score -2.886702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206398 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -28867014.000000 Penalty: 6077.748047
	Iteration 219Q: 3 clusters Score -2.886701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206403 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -28867014.000000 Penalty: 6077.748047
	Iteration 220F: 3 clusters Score -2.886701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206411 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -28867022.000000 Penalty: 6077.748047
	Iteration 221Q: 3 clusters Score -2.886702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206420 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -28867012.000000 Penalty: 6077.748047
	Iteration 222Q: 3 clusters Score -2.886701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206434 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -28867042.000000 Penalty: 6077.748047
	Iteration 223Q: 3 clusters Score -2.886704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206447 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -28867060.000000 Penalty: 6077.748047
	Iteration 224Q: 3 clusters Score -2.886706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206459 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -28867026.000000 Penalty: 6077.748047
	Iteration 225Q: 3 clusters Score -2.886703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206473 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -28867060.000000 Penalty: 6077.748047
	Iteration 226Q: 3 clusters Score -2.886706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206494 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -28867044.000000 Penalty: 6077.748047
	Iteration 227Q: 3 clusters Score -2.886704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206516 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -28867046.000000 Penalty: 6077.748047
	Iteration 228Q: 3 clusters Score -2.886705e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206545 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -28867038.000000 Penalty: 6077.748047
	Iteration 229Q: 3 clusters Score -2.886704e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206573 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -28867016.000000 Penalty: 6077.748047
	Iteration 230Q: 3 clusters Score -2.886702e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206602 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -28867004.000000 Penalty: 6077.748047
	Iteration 231Q: 3 clusters Score -2.8867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206632 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -28867014.000000 Penalty: 6077.748047
	Iteration 232Q: 3 clusters Score -2.886701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206658 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -28866984.000000 Penalty: 6077.748047
	Iteration 233Q: 3 clusters Score -2.886698e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206692 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -28866990.000000 Penalty: 6077.748047
	Iteration 234Q: 3 clusters Score -2.886699e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206729 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -28866994.000000 Penalty: 6077.748047
	Iteration 235Q: 3 clusters Score -2.886699e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206758 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -28866940.000000 Penalty: 6077.748047
	Iteration 236Q: 3 clusters Score -2.886694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206790 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -28866944.000000 Penalty: 6077.748047
	Iteration 237Q: 3 clusters Score -2.886694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206805 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -28866956.000000 Penalty: 6077.748047
	Iteration 238Q: 3 clusters Score -2.886696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206820 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -28866958.000000 Penalty: 6077.748047
	Iteration 239Q: 3 clusters Score -2.886696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206830 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -28866942.000000 Penalty: 6077.748047
	Iteration 240F: 3 clusters Score -2.886694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206842 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -28866938.000000 Penalty: 6077.748047
	Iteration 241Q: 3 clusters Score -2.886694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206863 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -28866932.000000 Penalty: 6077.748047
	Iteration 242Q: 3 clusters Score -2.886693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206876 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -28866944.000000 Penalty: 6077.748047
	Iteration 243Q: 3 clusters Score -2.886694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206887 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -28866932.000000 Penalty: 6077.748047
	Iteration 244Q: 3 clusters Score -2.886693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206893 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -28866958.000000 Penalty: 6077.748047
	Iteration 245Q: 3 clusters Score -2.886696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206905 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -28866954.000000 Penalty: 6077.748047
	Iteration 246Q: 3 clusters Score -2.886695e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206922 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -28866960.000000 Penalty: 6077.748047
	Iteration 247Q: 3 clusters Score -2.886696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206936 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -28866946.000000 Penalty: 6077.748047
	Iteration 248Q: 3 clusters Score -2.886695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206953 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -28866940.000000 Penalty: 6077.748047
	Iteration 249Q: 3 clusters Score -2.886694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206972 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -28866908.000000 Penalty: 6077.748047
	Iteration 250Q: 3 clusters Score -2.886691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206983 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -28866922.000000 Penalty: 6077.748047
	Iteration 251Q: 3 clusters Score -2.886692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206988 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -28866914.000000 Penalty: 6077.748047
	Iteration 252Q: 3 clusters Score -2.886691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206991 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -28866910.000000 Penalty: 6077.748047
	Iteration 253Q: 3 clusters Score -2.886691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206993 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -28866922.000000 Penalty: 6077.748047
	Iteration 254Q: 3 clusters Score -2.886692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206995 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -28866910.000000 Penalty: 6077.748047
	Iteration 255Q: 3 clusters Score -2.886691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206995 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -28866912.000000 Penalty: 6077.748047
	Iteration 256Q: 3 clusters Score -2.886691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206996 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -28866916.000000 Penalty: 6077.748047
	Iteration 257Q: 3 clusters Score -2.886692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206996 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -28866912.000000 Penalty: 6077.748047
	Iteration 258Q: 3 clusters Score -2.886691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206996 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -28866906.000000 Penalty: 6077.748047
	Iteration 259Q: 3 clusters Score -2.886691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206997 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -28866900.000000 Penalty: 6077.748047
	Iteration 260F: 3 clusters Score -2.88669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 161620 members 
Mstep: Class 3 contains 25807 members 
Mstep: Class 4 contains 188106 members 
Mstep: Class 6 contains 35073 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 102625 members 
Mstep: Class 9 contains 20218 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 42373 members 
Mstep: Class 15 contains 51671 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 163319 members 
Mstep: Class 18 contains 1177 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 22 contains 209719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1104.096313 but Gain 3429.746094
Score: -137388304.000000 Penalty: 61735.398438
Iteration 39Q: 19 clusters Score -1.373883e+08 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 160987 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 27964 members 
Mstep: Class 4 contains 186967 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 35269 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 103295 members 
Mstep: Class 9 contains 20563 members 
Mstep: Class 11 contains 1481 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 42119 members 
Mstep: Class 15 contains 52337 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 162281 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 20 contains 3852 members 
Mstep: Class 22 contains 208729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137391808.000000 Penalty: 61735.398438
Iteration 40F: 19 clusters Score -1.373918e+08 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 159875 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 30828 members 
Mstep: Class 4 contains 185487 members 
Mstep: Class 5 contains 2849 members 
Mstep: Class 6 contains 35447 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 103876 members 
Mstep: Class 9 contains 21201 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 41884 members 
Mstep: Class 15 contains 52696 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 161294 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 22 contains 207880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137394000.000000 Penalty: 61735.398438
Iteration 41Q: 19 clusters Score -1.37394e+08 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 158833 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 33808 members 
Mstep: Class 4 contains 184073 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 35651 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 104449 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 41647 members 
Mstep: Class 15 contains 52902 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 160161 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3863 members 
Mstep: Class 22 contains 207051 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 19 clusters Score -1.373957e+08 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 157832 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 36947 members 
Mstep: Class 4 contains 182798 members 
Mstep: Class 5 contains 2993 members 
Mstep: Class 6 contains 35790 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 105015 members 
Mstep: Class 9 contains 22497 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 41385 members 
Mstep: Class 15 contains 53042 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 158939 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3863 members 
Mstep: Class 22 contains 206082 members 
Entering Unmasked Estep 
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Score: -137398352.000000 Penalty: 61735.398438
Iteration 43Q: 19 clusters Score -1.373984e+08 nChanged 12845
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 156919 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 40142 members 
Mstep: Class 4 contains 181670 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 35931 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 105483 members 
Mstep: Class 9 contains 23195 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 41065 members 
Mstep: Class 15 contains 53119 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 157764 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3877 members 
Mstep: Class 22 contains 204943 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -1.374005e+08 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 156101 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 43420 members 
Mstep: Class 4 contains 180533 members 
Mstep: Class 5 contains 3131 members 
Mstep: Class 6 contains 36039 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 105884 members 
Mstep: Class 9 contains 23843 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 40783 members 
Mstep: Class 15 contains 53213 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 156592 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3885 members 
Mstep: Class 22 contains 203757 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -1.374035e+08 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 155220 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 46643 members 
Mstep: Class 4 contains 179389 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 36122 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 106313 members 
Mstep: Class 9 contains 24551 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 40495 members 
Mstep: Class 15 contains 53247 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 155545 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3901 members 
Mstep: Class 22 contains 202560 members 
Entering Unmasked Estep 
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Iteration 46Q: 19 clusters Score -1.374056e+08 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 154316 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 49842 members 
Mstep: Class 4 contains 178239 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 36196 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 106666 members 
Mstep: Class 9 contains 25308 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 40224 members 
Mstep: Class 15 contains 53278 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 154661 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3905 members 
Mstep: Class 22 contains 201282 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -1.374085e+08 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 153554 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 53006 members 
Mstep: Class 4 contains 177025 members 
Mstep: Class 5 contains 3341 members 
Mstep: Class 6 contains 36270 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 106955 members 
Mstep: Class 9 contains 26083 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 39953 members 
Mstep: Class 15 contains 53277 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 153763 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 200055 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -1.374106e+08 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 152748 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 56198 members 
Mstep: Class 4 contains 175745 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 36359 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 107225 members 
Mstep: Class 9 contains 26864 members 
Mstep: Class 11 contains 1471 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 39726 members 
Mstep: Class 15 contains 53255 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 152926 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3919 members 
Mstep: Class 22 contains 198817 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -1.374138e+08 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 152139 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 59352 members 
Mstep: Class 4 contains 174403 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 36424 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 107454 members 
Mstep: Class 9 contains 27682 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 39516 members 
Mstep: Class 15 contains 53246 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 152072 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 197522 members 
Entering Unmasked Estep 
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Iteration 50Q: 19 clusters Score -1.374161e+08 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 151831 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 62376 members 
Mstep: Class 4 contains 172802 members 
Mstep: Class 5 contains 3514 members 
Mstep: Class 6 contains 36469 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 107569 members 
Mstep: Class 9 contains 28560 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 53205 members 
Mstep: Class 16 contains 228 members 
Mstep: Class 17 contains 151377 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 196267 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -1.37418e+08 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 151798 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 65181 members 
Mstep: Class 4 contains 171015 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 36544 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 107636 members 
Mstep: Class 9 contains 29411 members 
Mstep: Class 11 contains 1479 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 39081 members 
Mstep: Class 15 contains 53156 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 150763 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 22 contains 195118 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -1.374197e+08 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 151780 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 67768 members 
Mstep: Class 4 contains 169358 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 36595 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 107709 members 
Mstep: Class 9 contains 30217 members 
Mstep: Class 11 contains 1480 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 38844 members 
Mstep: Class 15 contains 53108 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 150367 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 193912 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -1.374214e+08 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 151732 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 70198 members 
Mstep: Class 4 contains 167719 members 
Mstep: Class 5 contains 3650 members 
Mstep: Class 6 contains 36638 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 107754 members 
Mstep: Class 9 contains 31041 members 
Mstep: Class 11 contains 1481 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 38647 members 
Mstep: Class 15 contains 53039 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 150032 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3916 members 
Mstep: Class 22 contains 192812 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -1.374235e+08 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 151789 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 72333 members 
Mstep: Class 4 contains 166290 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 36697 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 107771 members 
Mstep: Class 9 contains 31922 members 
Mstep: Class 11 contains 1481 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 38450 members 
Mstep: Class 15 contains 52990 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 149666 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 191689 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -1.374249e+08 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 74238 members 
Mstep: Class 4 contains 164883 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 36753 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 107771 members 
Mstep: Class 9 contains 32768 members 
Mstep: Class 11 contains 1482 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 38302 members 
Mstep: Class 15 contains 52956 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149379 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 22 contains 190523 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -1.374264e+08 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 75871 members 
Mstep: Class 4 contains 163587 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 36779 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 107770 members 
Mstep: Class 9 contains 33628 members 
Mstep: Class 11 contains 1490 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 38144 members 
Mstep: Class 15 contains 52941 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149286 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 22 contains 189207 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -1.374278e+08 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 77256 members 
Mstep: Class 4 contains 162430 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 36802 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 107807 members 
Mstep: Class 9 contains 34454 members 
Mstep: Class 11 contains 1490 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 37971 members 
Mstep: Class 15 contains 52911 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149275 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 187954 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -1.374286e+08 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 152987 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 78506 members 
Mstep: Class 4 contains 161346 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 36869 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 107813 members 
Mstep: Class 9 contains 35267 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 37819 members 
Mstep: Class 15 contains 52844 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149340 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3919 members 
Mstep: Class 22 contains 186740 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -1.374302e+08 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 153259 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 79599 members 
Mstep: Class 4 contains 160442 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 36942 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 107793 members 
Mstep: Class 9 contains 36014 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 37685 members 
Mstep: Class 15 contains 52801 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149418 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3922 members 
Mstep: Class 22 contains 185567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137433072.000000 Penalty: 61735.398438
Iteration 60F: 19 clusters Score -1.374331e+08 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 153332 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 80817 members 
Mstep: Class 4 contains 159632 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 37033 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 107736 members 
Mstep: Class 9 contains 36721 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 37551 members 
Mstep: Class 15 contains 52761 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149404 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3921 members 
Mstep: Class 22 contains 184515 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -1.374363e+08 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 153348 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 81953 members 
Mstep: Class 4 contains 158949 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 37111 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 107682 members 
Mstep: Class 9 contains 37354 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 37431 members 
Mstep: Class 15 contains 52736 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149430 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3921 members 
Mstep: Class 22 contains 183483 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -1.374371e+08 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 153320 members 
Mstep: Class 2 contains 1528 members 
Mstep: Class 3 contains 82971 members 
Mstep: Class 4 contains 158465 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 37167 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 107648 members 
Mstep: Class 9 contains 37967 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 37298 members 
Mstep: Class 15 contains 52711 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149436 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3923 members 
Mstep: Class 22 contains 182483 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -1.37438e+08 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 1529 members 
Mstep: Class 3 contains 83942 members 
Mstep: Class 4 contains 158159 members 
Mstep: Class 5 contains 3778 members 
Mstep: Class 6 contains 37227 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 107515 members 
Mstep: Class 9 contains 38582 members 
Mstep: Class 11 contains 1513 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 37163 members 
Mstep: Class 15 contains 52715 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149413 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3920 members 
Mstep: Class 22 contains 181471 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -1.374391e+08 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 153222 members 
Mstep: Class 2 contains 1536 members 
Mstep: Class 3 contains 84787 members 
Mstep: Class 4 contains 157914 members 
Mstep: Class 5 contains 3788 members 
Mstep: Class 6 contains 37273 members 
Mstep: Class 7 contains 1340 members 
Mstep: Class 8 contains 107429 members 
Mstep: Class 9 contains 39188 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 37042 members 
Mstep: Class 15 contains 52711 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149373 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3913 members 
Mstep: Class 22 contains 180512 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -1.3744e+08 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 153161 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 85492 members 
Mstep: Class 4 contains 157714 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 37316 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 107317 members 
Mstep: Class 9 contains 39743 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 36926 members 
Mstep: Class 15 contains 52714 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149353 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 179715 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -1.374405e+08 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 153099 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 86114 members 
Mstep: Class 4 contains 157526 members 
Mstep: Class 5 contains 3791 members 
Mstep: Class 6 contains 37373 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 107202 members 
Mstep: Class 9 contains 40225 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 36818 members 
Mstep: Class 15 contains 52709 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149338 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3913 members 
Mstep: Class 22 contains 179038 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -1.374419e+08 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 153035 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 86637 members 
Mstep: Class 4 contains 157473 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 37420 members 
Mstep: Class 7 contains 1329 members 
Mstep: Class 8 contains 107080 members 
Mstep: Class 9 contains 40595 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 36729 members 
Mstep: Class 15 contains 52734 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149331 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3913 members 
Mstep: Class 22 contains 178404 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -1.374431e+08 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 153017 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 87068 members 
Mstep: Class 4 contains 157399 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 37463 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 106973 members 
Mstep: Class 9 contains 40960 members 
Mstep: Class 11 contains 1512 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 36644 members 
Mstep: Class 15 contains 52764 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149296 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 177851 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -1.374434e+08 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152972 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 87481 members 
Mstep: Class 4 contains 157459 members 
Mstep: Class 5 contains 3799 members 
Mstep: Class 6 contains 37466 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 106878 members 
Mstep: Class 9 contains 41307 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 36566 members 
Mstep: Class 15 contains 52790 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149223 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 22 contains 177291 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -1.374437e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 87849 members 
Mstep: Class 4 contains 157497 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 37462 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 106812 members 
Mstep: Class 9 contains 41607 members 
Mstep: Class 11 contains 1517 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 36496 members 
Mstep: Class 15 contains 52812 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149235 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 176781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444320.000000 Penalty: 61735.398438
Iteration 71Q: 19 clusters Score -1.374443e+08 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 88197 members 
Mstep: Class 4 contains 157558 members 
Mstep: Class 5 contains 3811 members 
Mstep: Class 6 contains 37458 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 106743 members 
Mstep: Class 9 contains 41887 members 
Mstep: Class 11 contains 1522 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 36431 members 
Mstep: Class 15 contains 52835 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149211 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 176292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444928.000000 Penalty: 61735.398438
Iteration 72Q: 19 clusters Score -1.374449e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152765 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 88511 members 
Mstep: Class 4 contains 157520 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 37470 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 106659 members 
Mstep: Class 9 contains 42133 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 36363 members 
Mstep: Class 15 contains 52861 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149261 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 22 contains 175867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137445568.000000 Penalty: 61735.398438
Iteration 73Q: 19 clusters Score -1.374456e+08 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152764 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 88776 members 
Mstep: Class 4 contains 157541 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 37464 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 106573 members 
Mstep: Class 9 contains 42332 members 
Mstep: Class 11 contains 1513 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 36303 members 
Mstep: Class 15 contains 52887 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149294 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 175481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137446128.000000 Penalty: 61735.398438
Iteration 74Q: 19 clusters Score -1.374461e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152734 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 89004 members 
Mstep: Class 4 contains 157564 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 37471 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 106485 members 
Mstep: Class 9 contains 42492 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 36250 members 
Mstep: Class 15 contains 52908 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149307 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3905 members 
Mstep: Class 22 contains 175207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137446288.000000 Penalty: 61735.398438
Iteration 75Q: 19 clusters Score -1.374463e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152685 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 89181 members 
Mstep: Class 4 contains 157609 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 37485 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 106416 members 
Mstep: Class 9 contains 42627 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 36197 members 
Mstep: Class 15 contains 52913 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149311 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3903 members 
Mstep: Class 22 contains 174993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137446944.000000 Penalty: 61735.398438
Iteration 76Q: 19 clusters Score -1.374469e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152641 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 89334 members 
Mstep: Class 4 contains 157691 members 
Mstep: Class 5 contains 3845 members 
Mstep: Class 6 contains 37482 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 106359 members 
Mstep: Class 9 contains 42736 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 36134 members 
Mstep: Class 15 contains 52921 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149353 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3900 members 
Mstep: Class 22 contains 174767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447040.000000 Penalty: 61735.398438
Iteration 77Q: 19 clusters Score -1.37447e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152562 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 89470 members 
Mstep: Class 4 contains 157804 members 
Mstep: Class 5 contains 3856 members 
Mstep: Class 6 contains 37473 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 106299 members 
Mstep: Class 9 contains 42861 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 36080 members 
Mstep: Class 15 contains 52941 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149390 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 22 contains 174531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447360.000000 Penalty: 61735.398438
Iteration 78Q: 19 clusters Score -1.374474e+08 nChanged 1884
Entering ConstructFrom: 
Score: -137447360.000000 Penalty: 61735.398438
Entering ConstructFrom: 
Trying to split cluster 1 (152504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152504 members 
Entering Unmasked Estep 
Score: -21077212.000000 Penalty: 2959.866699
	Iteration 0F: 2 clusters Score -2.107721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -20977260.000000 Penalty: 5919.733398
	Iteration 0F: 3 clusters Score -2.097726e+07 nChanged 72997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -21019730.000000 Penalty: 5919.733398
	Iteration 1F: 3 clusters Score -2.101973e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -21020630.000000 Penalty: 5919.733398
	Iteration 2Q: 3 clusters Score -2.102063e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -21021722.000000 Penalty: 5919.733398
	Iteration 3Q: 3 clusters Score -2.102172e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -21023028.000000 Penalty: 5919.733398
	Iteration 4Q: 3 clusters Score -2.102303e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -21024644.000000 Penalty: 5919.733398
	Iteration 5Q: 3 clusters Score -2.102464e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
Score: -21027140.000000 Penalty: 5919.733398
	Iteration 6Q: 3 clusters Score -2.102714e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -21030850.000000 Penalty: 5919.733398
	Iteration 7Q: 3 clusters Score -2.103085e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -21035966.000000 Penalty: 5919.733398
	Iteration 8F: 3 clusters Score -2.103597e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95036 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -21042606.000000 Penalty: 5919.733398
	Iteration 9F: 3 clusters Score -2.104261e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -21049952.000000 Penalty: 5919.733398
	Iteration 10F: 3 clusters Score -2.104995e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -21055244.000000 Penalty: 5919.733398
	Iteration 11F: 3 clusters Score -2.105524e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -21057844.000000 Penalty: 5919.733398
	Iteration 12Q: 3 clusters Score -2.105784e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105223 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -21058958.000000 Penalty: 5919.733398
	Iteration 13Q: 3 clusters Score -2.105896e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107106 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -21059740.000000 Penalty: 5919.733398
	Iteration 14Q: 3 clusters Score -2.105974e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109039 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -21060622.000000 Penalty: 5919.733398
	Iteration 15Q: 3 clusters Score -2.106062e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111056 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -21061418.000000 Penalty: 5919.733398
	Iteration 16Q: 3 clusters Score -2.106142e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113089 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -21062106.000000 Penalty: 5919.733398
	Iteration 17Q: 3 clusters Score -2.106211e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115073 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -21063014.000000 Penalty: 5919.733398
	Iteration 18Q: 3 clusters Score -2.106301e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117009 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -21063828.000000 Penalty: 5919.733398
	Iteration 19Q: 3 clusters Score -2.106383e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118842 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -21064572.000000 Penalty: 5919.733398
	Iteration 20F: 3 clusters Score -2.106457e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120588 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -21065336.000000 Penalty: 5919.733398
	Iteration 21Q: 3 clusters Score -2.106534e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122286 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -21066014.000000 Penalty: 5919.733398
	Iteration 22Q: 3 clusters Score -2.106601e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123860 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -21066634.000000 Penalty: 5919.733398
	Iteration 23Q: 3 clusters Score -2.106663e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125328 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -21067252.000000 Penalty: 5919.733398
	Iteration 24Q: 3 clusters Score -2.106725e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126709 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -21067760.000000 Penalty: 5919.733398
	Iteration 25Q: 3 clusters Score -2.106776e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128041 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -21068362.000000 Penalty: 5919.733398
	Iteration 26Q: 3 clusters Score -2.106836e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129326 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -21068926.000000 Penalty: 5919.733398
	Iteration 27Q: 3 clusters Score -2.106893e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -21069418.000000 Penalty: 5919.733398
	Iteration 28Q: 3 clusters Score -2.106942e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131744 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -21069908.000000 Penalty: 5919.733398
	Iteration 29Q: 3 clusters Score -2.106991e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132903 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -21070416.000000 Penalty: 5919.733398
	Iteration 30Q: 3 clusters Score -2.107042e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134168 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -21070924.000000 Penalty: 5919.733398
	Iteration 31Q: 3 clusters Score -2.107092e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135478 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -21071348.000000 Penalty: 5919.733398
	Iteration 32Q: 3 clusters Score -2.107135e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136825 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -21071766.000000 Penalty: 5919.733398
	Iteration 33Q: 3 clusters Score -2.107177e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138172 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -21072218.000000 Penalty: 5919.733398
	Iteration 34Q: 3 clusters Score -2.107222e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139489 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -21072466.000000 Penalty: 5919.733398
	Iteration 35Q: 3 clusters Score -2.107247e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140837 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -21072922.000000 Penalty: 5919.733398
	Iteration 36Q: 3 clusters Score -2.107292e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142149 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -21073306.000000 Penalty: 5919.733398
	Iteration 37Q: 3 clusters Score -2.107331e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143306 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -21073666.000000 Penalty: 5919.733398
	Iteration 38Q: 3 clusters Score -2.107367e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -21074118.000000 Penalty: 5919.733398
	Iteration 39Q: 3 clusters Score -2.107412e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145264 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -21074284.000000 Penalty: 5919.733398
	Iteration 40F: 3 clusters Score -2.107428e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146055 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -21074424.000000 Penalty: 5919.733398
	Iteration 41Q: 3 clusters Score -2.107442e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146762 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -21074528.000000 Penalty: 5919.733398
	Iteration 42Q: 3 clusters Score -2.107453e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147377 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -21074562.000000 Penalty: 5919.733398
	Iteration 43Q: 3 clusters Score -2.107456e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147923 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -21074626.000000 Penalty: 5919.733398
	Iteration 44Q: 3 clusters Score -2.107463e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148432 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -21074618.000000 Penalty: 5919.733398
	Iteration 45Q: 3 clusters Score -2.107462e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148874 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -21074694.000000 Penalty: 5919.733398
	Iteration 46Q: 3 clusters Score -2.107469e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149246 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -21074766.000000 Penalty: 5919.733398
	Iteration 47Q: 3 clusters Score -2.107477e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -21074768.000000 Penalty: 5919.733398
	Iteration 48Q: 3 clusters Score -2.107477e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149830 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -21074754.000000 Penalty: 5919.733398
	Iteration 49Q: 3 clusters Score -2.107475e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150039 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -21074792.000000 Penalty: 5919.733398
	Iteration 50Q: 3 clusters Score -2.107479e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150218 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -21074820.000000 Penalty: 5919.733398
	Iteration 51Q: 3 clusters Score -2.107482e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150384 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -21074856.000000 Penalty: 5919.733398
	Iteration 52Q: 3 clusters Score -2.107486e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150520 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -21074880.000000 Penalty: 5919.733398
	Iteration 53Q: 3 clusters Score -2.107488e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150645 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -21074876.000000 Penalty: 5919.733398
	Iteration 54Q: 3 clusters Score -2.107488e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150734 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -21074892.000000 Penalty: 5919.733398
	Iteration 55Q: 3 clusters Score -2.107489e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150821 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21074926.000000 Penalty: 5919.733398
	Iteration 56Q: 3 clusters Score -2.107493e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150889 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -21074890.000000 Penalty: 5919.733398
	Iteration 57Q: 3 clusters Score -2.107489e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150937 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -21074892.000000 Penalty: 5919.733398
	Iteration 58Q: 3 clusters Score -2.107489e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -21074914.000000 Penalty: 5919.733398
	Iteration 59Q: 3 clusters Score -2.107491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151025 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -21074918.000000 Penalty: 5919.733398
	Iteration 60F: 3 clusters Score -2.107492e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151048 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -21074910.000000 Penalty: 5919.733398
	Iteration 61Q: 3 clusters Score -2.107491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151068 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -21074922.000000 Penalty: 5919.733398
	Iteration 62Q: 3 clusters Score -2.107492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151087 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -21074946.000000 Penalty: 5919.733398
	Iteration 63Q: 3 clusters Score -2.107495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151101 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -21074926.000000 Penalty: 5919.733398
	Iteration 64Q: 3 clusters Score -2.107493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151113 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21074918.000000 Penalty: 5919.733398
	Iteration 65Q: 3 clusters Score -2.107492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151127 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -21074914.000000 Penalty: 5919.733398
	Iteration 66Q: 3 clusters Score -2.107491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -21074928.000000 Penalty: 5919.733398
	Iteration 67Q: 3 clusters Score -2.107493e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151159 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -21074952.000000 Penalty: 5919.733398
	Iteration 68Q: 3 clusters Score -2.107495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151173 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -21074950.000000 Penalty: 5919.733398
	Iteration 69Q: 3 clusters Score -2.107495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151183 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21074972.000000 Penalty: 5919.733398
	Iteration 70Q: 3 clusters Score -2.107497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151192 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21074960.000000 Penalty: 5919.733398
	Iteration 71Q: 3 clusters Score -2.107496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151207 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -21074954.000000 Penalty: 5919.733398
	Iteration 72Q: 3 clusters Score -2.107495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151213 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -21074938.000000 Penalty: 5919.733398
	Iteration 73Q: 3 clusters Score -2.107494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151225 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21074928.000000 Penalty: 5919.733398
	Iteration 74Q: 3 clusters Score -2.107493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151233 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21074924.000000 Penalty: 5919.733398
	Iteration 75Q: 3 clusters Score -2.107492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151240 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -21074928.000000 Penalty: 5919.733398
	Iteration 76Q: 3 clusters Score -2.107493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151240 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -21074926.000000 Penalty: 5919.733398
	Iteration 77Q: 3 clusters Score -2.107493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151241 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21074918.000000 Penalty: 5919.733398
	Iteration 78Q: 3 clusters Score -2.107492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151241 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21074918.000000 Penalty: 5919.733398
	Iteration 79F: 3 clusters Score -2.107492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -177919.406250 Penalty: 1821.330078
	Iteration 0F: 2 clusters Score -177919.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175938.250000 Penalty: 3642.660156
	Iteration 0F: 3 clusters Score -175938.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -177348.765625 Penalty: 3642.660156
	Iteration 1F: 3 clusters Score -177348.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -178110.156250 Penalty: 3642.660156
	Iteration 2F: 3 clusters Score -178110.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -178618.468750 Penalty: 3642.660156
	Iteration 3F: 3 clusters Score -178618.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178987.953125 Penalty: 3642.660156
	Iteration 4F: 3 clusters Score -178988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -179217.968750 Penalty: 3642.660156
	Iteration 5Q: 3 clusters Score -179218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -179269.718750 Penalty: 3642.660156
	Iteration 6Q: 3 clusters Score -179269.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -179281.609375 Penalty: 3642.660156
	Iteration 7Q: 3 clusters Score -179281.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -179298.218750 Penalty: 3642.660156
	Iteration 8Q: 3 clusters Score -179298.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -179323.781250 Penalty: 3642.660156
	Iteration 9Q: 3 clusters Score -179323.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -179350.984375 Penalty: 3642.660156
	Iteration 10Q: 3 clusters Score -179351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -179379.843750 Penalty: 3642.660156
	Iteration 11Q: 3 clusters Score -179379.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -179413.500000 Penalty: 3642.660156
	Iteration 12Q: 3 clusters Score -179413.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -179436.171875 Penalty: 3642.660156
	Iteration 13Q: 3 clusters Score -179436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -179450.921875 Penalty: 3642.660156
	Iteration 14Q: 3 clusters Score -179450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -179463.890625 Penalty: 3642.660156
	Iteration 15Q: 3 clusters Score -179463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -179472.281250 Penalty: 3642.660156
	Iteration 16Q: 3 clusters Score -179472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -179485.234375 Penalty: 3642.660156
	Iteration 17Q: 3 clusters Score -179485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -179487.703125 Penalty: 3642.660156
	Iteration 18Q: 3 clusters Score -179487.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -179492.281250 Penalty: 3642.660156
	Iteration 19F: 3 clusters Score -179492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -179504.046875 Penalty: 3642.660156
	Iteration 20F: 3 clusters Score -179504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -179519.078125 Penalty: 3642.660156
	Iteration 21Q: 3 clusters Score -179519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -179552.890625 Penalty: 3642.660156
	Iteration 22Q: 3 clusters Score -179552.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -179605.406250 Penalty: 3642.660156
	Iteration 23Q: 3 clusters Score -179605.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -179636.250000 Penalty: 3642.660156
	Iteration 24Q: 3 clusters Score -179636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -179649.687500 Penalty: 3642.660156
	Iteration 25Q: 3 clusters Score -179649.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -179681.140625 Penalty: 3642.660156
	Iteration 26Q: 3 clusters Score -179681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -179718.281250 Penalty: 3642.660156
	Iteration 27Q: 3 clusters Score -179718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -179773.015625 Penalty: 3642.660156
	Iteration 28Q: 3 clusters Score -179773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -179823.531250 Penalty: 3642.660156
	Iteration 29Q: 3 clusters Score -179823.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -179945.468750 Penalty: 3642.660156
	Iteration 30Q: 3 clusters Score -179945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -180011.875000 Penalty: 3642.660156
	Iteration 31Q: 3 clusters Score -180011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -180012.156250 Penalty: 3642.660156
	Iteration 32Q: 3 clusters Score -180012.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -180013.031250 Penalty: 3642.660156
	Iteration 33Q: 3 clusters Score -180013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -180013.515625 Penalty: 3642.660156
	Iteration 34Q: 3 clusters Score -180013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -180013.734375 Penalty: 3642.660156
	Iteration 35F: 3 clusters Score -180013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -180015.593750 Penalty: 3642.660156
	Iteration 36Q: 3 clusters Score -180015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -180015.593750 Penalty: 3642.660156
	Iteration 37F: 3 clusters Score -180015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89574 members 
Mstep: Class 4 contains 157918 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 37462 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 106239 members 
Mstep: Class 9 contains 42967 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 36032 members 
Mstep: Class 15 contains 52972 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149433 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3897 members 
Mstep: Class 22 contains 174300 members 
Entering Unmasked Estep 
Score: -137448416.000000 Penalty: 65165.144531
Splitting cluster 2 changes total score from -137447360.000000 to -137448416.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (89574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Entering Unmasked Estep 
Score: -12468732.000000 Penalty: 2827.899414
	Iteration 0F: 2 clusters Score -1.246873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -12409105.000000 Penalty: 5655.798828
	Iteration 0F: 3 clusters Score -1.24091e+07 nChanged 42086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -12433232.000000 Penalty: 5655.798828
	Iteration 1F: 3 clusters Score -1.243323e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -12433987.000000 Penalty: 5655.798828
	Iteration 2Q: 3 clusters Score -1.243399e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -12434713.000000 Penalty: 5655.798828
	Iteration 3Q: 3 clusters Score -1.243471e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -12435659.000000 Penalty: 5655.798828
	Iteration 4Q: 3 clusters Score -1.243566e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -12437071.000000 Penalty: 5655.798828
	Iteration 5Q: 3 clusters Score -1.243707e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -12439072.000000 Penalty: 5655.798828
	Iteration 6Q: 3 clusters Score -1.243907e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -12442296.000000 Penalty: 5655.798828
	Iteration 7F: 3 clusters Score -1.24423e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -12446996.000000 Penalty: 5655.798828
	Iteration 8F: 3 clusters Score -1.2447e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -12452829.000000 Penalty: 5655.798828
	Iteration 9F: 3 clusters Score -1.245283e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -12458455.000000 Penalty: 5655.798828
	Iteration 10F: 3 clusters Score -1.245846e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 83477 members 
Entering Unmasked Estep 
Score: -12462594.000000 Penalty: 5655.798828
	Iteration 11Q: 3 clusters Score -1.246259e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -12464897.000000 Penalty: 5655.798828
	Iteration 12Q: 3 clusters Score -1.24649e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -12466117.000000 Penalty: 5655.798828
	Iteration 13Q: 3 clusters Score -1.246612e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -12466645.000000 Penalty: 5655.798828
	Iteration 14Q: 3 clusters Score -1.246664e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -12466879.000000 Penalty: 5655.798828
	Iteration 15Q: 3 clusters Score -1.246688e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 88444 members 
Entering Unmasked Estep 
Score: -12467003.000000 Penalty: 5655.798828
	Iteration 16Q: 3 clusters Score -1.2467e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 88506 members 
Entering Unmasked Estep 
Score: -12467110.000000 Penalty: 5655.798828
	Iteration 17Q: 3 clusters Score -1.246711e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 88542 members 
Entering Unmasked Estep 
Score: -12467164.000000 Penalty: 5655.798828
	Iteration 18Q: 3 clusters Score -1.246716e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 88555 members 
Entering Unmasked Estep 
Score: -12467219.000000 Penalty: 5655.798828
	Iteration 19Q: 3 clusters Score -1.246722e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
Score: -12467252.000000 Penalty: 5655.798828
	Iteration 20F: 3 clusters Score -1.246725e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -12467276.000000 Penalty: 5655.798828
	Iteration 21Q: 3 clusters Score -1.246728e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -12467310.000000 Penalty: 5655.798828
	Iteration 22Q: 3 clusters Score -1.246731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
Score: -12467318.000000 Penalty: 5655.798828
	Iteration 23Q: 3 clusters Score -1.246732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 88541 members 
Entering Unmasked Estep 
Score: -12467326.000000 Penalty: 5655.798828
	Iteration 24Q: 3 clusters Score -1.246733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -12467338.000000 Penalty: 5655.798828
	Iteration 25Q: 3 clusters Score -1.246734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -12467352.000000 Penalty: 5655.798828
	Iteration 26Q: 3 clusters Score -1.246735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -12467343.000000 Penalty: 5655.798828
	Iteration 27Q: 3 clusters Score -1.246734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -12467344.000000 Penalty: 5655.798828
	Iteration 28Q: 3 clusters Score -1.246734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -12467348.000000 Penalty: 5655.798828
	Iteration 29Q: 3 clusters Score -1.246735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -12467359.000000 Penalty: 5655.798828
	Iteration 30Q: 3 clusters Score -1.246736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -12467362.000000 Penalty: 5655.798828
	Iteration 31Q: 3 clusters Score -1.246736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 88523 members 
Entering Unmasked Estep 
Score: -12467359.000000 Penalty: 5655.798828
	Iteration 32Q: 3 clusters Score -1.246736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -12467362.000000 Penalty: 5655.798828
	Iteration 33Q: 3 clusters Score -1.246736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -12467365.000000 Penalty: 5655.798828
	Iteration 34Q: 3 clusters Score -1.246736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -12467367.000000 Penalty: 5655.798828
	Iteration 35Q: 3 clusters Score -1.246737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -12467361.000000 Penalty: 5655.798828
	Iteration 36Q: 3 clusters Score -1.246736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -12467360.000000 Penalty: 5655.798828
	Iteration 37Q: 3 clusters Score -1.246736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -12467355.000000 Penalty: 5655.798828
	Iteration 38Q: 3 clusters Score -1.246736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -12467355.000000 Penalty: 5655.798828
	Iteration 39F: 3 clusters Score -1.246736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (157918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157918 members 
Entering Unmasked Estep 
Score: -21743878.000000 Penalty: 2968.518311
	Iteration 0F: 2 clusters Score -2.174388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -21641106.000000 Penalty: 5937.036621
	Iteration 0F: 3 clusters Score -2.164111e+07 nChanged 75491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -21685288.000000 Penalty: 5937.036621
	Iteration 1F: 3 clusters Score -2.168529e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -21687006.000000 Penalty: 5937.036621
	Iteration 2Q: 3 clusters Score -2.168701e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -21689176.000000 Penalty: 5937.036621
	Iteration 3Q: 3 clusters Score -2.168918e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -21692538.000000 Penalty: 5937.036621
	Iteration 4Q: 3 clusters Score -2.169254e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -21697056.000000 Penalty: 5937.036621
	Iteration 5F: 3 clusters Score -2.169706e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -21703426.000000 Penalty: 5937.036621
	Iteration 6F: 3 clusters Score -2.170343e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111936 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -21711642.000000 Penalty: 5937.036621
	Iteration 7F: 3 clusters Score -2.171164e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119556 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -21719926.000000 Penalty: 5937.036621
	Iteration 8F: 3 clusters Score -2.171993e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125528 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -21726294.000000 Penalty: 5937.036621
	Iteration 9F: 3 clusters Score -2.172629e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129915 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -21730214.000000 Penalty: 5937.036621
	Iteration 10Q: 3 clusters Score -2.173021e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133345 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -21732526.000000 Penalty: 5937.036621
	Iteration 11Q: 3 clusters Score -2.173253e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136360 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -21733786.000000 Penalty: 5937.036621
	Iteration 12Q: 3 clusters Score -2.173379e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138979 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -21734868.000000 Penalty: 5937.036621
	Iteration 13Q: 3 clusters Score -2.173487e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141334 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -21735666.000000 Penalty: 5937.036621
	Iteration 14Q: 3 clusters Score -2.173567e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143429 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -21736520.000000 Penalty: 5937.036621
	Iteration 15Q: 3 clusters Score -2.173652e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145301 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -21737186.000000 Penalty: 5937.036621
	Iteration 16Q: 3 clusters Score -2.173719e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146999 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -21737736.000000 Penalty: 5937.036621
	Iteration 17Q: 3 clusters Score -2.173774e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148508 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -21738278.000000 Penalty: 5937.036621
	Iteration 18Q: 3 clusters Score -2.173828e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -21738690.000000 Penalty: 5937.036621
	Iteration 19Q: 3 clusters Score -2.173869e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151016 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -21739124.000000 Penalty: 5937.036621
	Iteration 20F: 3 clusters Score -2.173912e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151989 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -21739456.000000 Penalty: 5937.036621
	Iteration 21Q: 3 clusters Score -2.173946e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152771 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -21739736.000000 Penalty: 5937.036621
	Iteration 22Q: 3 clusters Score -2.173974e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -21739988.000000 Penalty: 5937.036621
	Iteration 23Q: 3 clusters Score -2.173999e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153906 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -21740168.000000 Penalty: 5937.036621
	Iteration 24Q: 3 clusters Score -2.174017e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154311 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -21740328.000000 Penalty: 5937.036621
	Iteration 25Q: 3 clusters Score -2.174033e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154652 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -21740466.000000 Penalty: 5937.036621
	Iteration 26Q: 3 clusters Score -2.174047e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -21740616.000000 Penalty: 5937.036621
	Iteration 27Q: 3 clusters Score -2.174062e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -21740740.000000 Penalty: 5937.036621
	Iteration 28Q: 3 clusters Score -2.174074e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155375 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -21740880.000000 Penalty: 5937.036621
	Iteration 29Q: 3 clusters Score -2.174088e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155541 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -21740966.000000 Penalty: 5937.036621
	Iteration 30Q: 3 clusters Score -2.174097e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155678 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -21741016.000000 Penalty: 5937.036621
	Iteration 31Q: 3 clusters Score -2.174102e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155793 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -21741048.000000 Penalty: 5937.036621
	Iteration 32Q: 3 clusters Score -2.174105e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155912 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -21741128.000000 Penalty: 5937.036621
	Iteration 33Q: 3 clusters Score -2.174113e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155996 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -21741156.000000 Penalty: 5937.036621
	Iteration 34Q: 3 clusters Score -2.174116e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156061 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21741162.000000 Penalty: 5937.036621
	Iteration 35Q: 3 clusters Score -2.174116e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156123 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -21741208.000000 Penalty: 5937.036621
	Iteration 36Q: 3 clusters Score -2.174121e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -21741268.000000 Penalty: 5937.036621
	Iteration 37Q: 3 clusters Score -2.174127e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156245 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -21741274.000000 Penalty: 5937.036621
	Iteration 38Q: 3 clusters Score -2.174127e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156297 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -21741260.000000 Penalty: 5937.036621
	Iteration 39Q: 3 clusters Score -2.174126e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156337 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -21741290.000000 Penalty: 5937.036621
	Iteration 40F: 3 clusters Score -2.174129e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -21741316.000000 Penalty: 5937.036621
	Iteration 41Q: 3 clusters Score -2.174132e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156395 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -21741310.000000 Penalty: 5937.036621
	Iteration 42Q: 3 clusters Score -2.174131e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156422 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -21741328.000000 Penalty: 5937.036621
	Iteration 43Q: 3 clusters Score -2.174133e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156455 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -21741348.000000 Penalty: 5937.036621
	Iteration 44Q: 3 clusters Score -2.174135e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156481 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -21741380.000000 Penalty: 5937.036621
	Iteration 45Q: 3 clusters Score -2.174138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156486 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -21741378.000000 Penalty: 5937.036621
	Iteration 46Q: 3 clusters Score -2.174138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156493 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -21741378.000000 Penalty: 5937.036621
	Iteration 47Q: 3 clusters Score -2.174138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156502 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21741372.000000 Penalty: 5937.036621
	Iteration 48Q: 3 clusters Score -2.174137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156511 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -21741378.000000 Penalty: 5937.036621
	Iteration 49Q: 3 clusters Score -2.174138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156517 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -21741370.000000 Penalty: 5937.036621
	Iteration 50Q: 3 clusters Score -2.174137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -21741378.000000 Penalty: 5937.036621
	Iteration 51Q: 3 clusters Score -2.174138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156525 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -21741378.000000 Penalty: 5937.036621
	Iteration 52Q: 3 clusters Score -2.174138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156524 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -21741376.000000 Penalty: 5937.036621
	Iteration 53Q: 3 clusters Score -2.174138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -21741380.000000 Penalty: 5937.036621
	Iteration 54Q: 3 clusters Score -2.174138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -21741380.000000 Penalty: 5937.036621
	Iteration 55F: 3 clusters Score -2.174138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Entering Unmasked Estep 
Score: -511358.750000 Penalty: 2048.602295
	Iteration 0F: 2 clusters Score -511358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -507549.031250 Penalty: 4097.204590
	Iteration 0F: 3 clusters Score -507549 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -508483.875000 Penalty: 4097.204590
	Iteration 1F: 3 clusters Score -508483.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -508775.937500 Penalty: 4097.204590
	Iteration 2F: 3 clusters Score -508775.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -508969.968750 Penalty: 4097.204590
	Iteration 3F: 3 clusters Score -508970 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -509101.250000 Penalty: 4097.204590
	Iteration 4Q: 3 clusters Score -509101.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -509219.625000 Penalty: 4097.204590
	Iteration 5Q: 3 clusters Score -509219.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -509312.500000 Penalty: 4097.204590
	Iteration 6Q: 3 clusters Score -509312.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -509387.343750 Penalty: 4097.204590
	Iteration 7Q: 3 clusters Score -509387.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -509445.687500 Penalty: 4097.204590
	Iteration 8Q: 3 clusters Score -509445.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -509506.750000 Penalty: 4097.204590
	Iteration 9Q: 3 clusters Score -509506.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -509570.843750 Penalty: 4097.204590
	Iteration 10Q: 3 clusters Score -509570.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -509620.218750 Penalty: 4097.204590
	Iteration 11Q: 3 clusters Score -509620.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -509658.468750 Penalty: 4097.204590
	Iteration 12Q: 3 clusters Score -509658.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -509690.562500 Penalty: 4097.204590
	Iteration 13Q: 3 clusters Score -509690.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -509712.312500 Penalty: 4097.204590
	Iteration 14Q: 3 clusters Score -509712.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -509731.906250 Penalty: 4097.204590
	Iteration 15Q: 3 clusters Score -509731.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -509742.000000 Penalty: 4097.204590
	Iteration 16Q: 3 clusters Score -509742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -509749.968750 Penalty: 4097.204590
	Iteration 17Q: 3 clusters Score -509750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -509758.406250 Penalty: 4097.204590
	Iteration 18Q: 3 clusters Score -509758.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -509765.937500 Penalty: 4097.204590
	Iteration 19Q: 3 clusters Score -509765.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -509772.093750 Penalty: 4097.204590
	Iteration 20F: 3 clusters Score -509772.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -509777.781250 Penalty: 4097.204590
	Iteration 21Q: 3 clusters Score -509777.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -509784.625000 Penalty: 4097.204590
	Iteration 22Q: 3 clusters Score -509784.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -509788.406250 Penalty: 4097.204590
	Iteration 23Q: 3 clusters Score -509788.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -509792.375000 Penalty: 4097.204590
	Iteration 24Q: 3 clusters Score -509792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -509795.625000 Penalty: 4097.204590
	Iteration 25Q: 3 clusters Score -509795.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -509801.031250 Penalty: 4097.204590
	Iteration 26Q: 3 clusters Score -509801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -509807.312500 Penalty: 4097.204590
	Iteration 27Q: 3 clusters Score -509807.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -509813.812500 Penalty: 4097.204590
	Iteration 28Q: 3 clusters Score -509813.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -509817.937500 Penalty: 4097.204590
	Iteration 29Q: 3 clusters Score -509817.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -509820.125000 Penalty: 4097.204590
	Iteration 30Q: 3 clusters Score -509820.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -509822.500000 Penalty: 4097.204590
	Iteration 31Q: 3 clusters Score -509822.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -509826.875000 Penalty: 4097.204590
	Iteration 32Q: 3 clusters Score -509826.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -509829.437500 Penalty: 4097.204590
	Iteration 33Q: 3 clusters Score -509829.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -509829.593750 Penalty: 4097.204590
	Iteration 34Q: 3 clusters Score -509829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -509830.406250 Penalty: 4097.204590
	Iteration 35Q: 3 clusters Score -509830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -509831.468750 Penalty: 4097.204590
	Iteration 36Q: 3 clusters Score -509831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -509831.781250 Penalty: 4097.204590
	Iteration 37Q: 3 clusters Score -509831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -509832.625000 Penalty: 4097.204590
	Iteration 38Q: 3 clusters Score -509832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -509832.875000 Penalty: 4097.204590
	Iteration 39Q: 3 clusters Score -509832.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -509833.718750 Penalty: 4097.204590
	Iteration 40F: 3 clusters Score -509833.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -509835.281250 Penalty: 4097.204590
	Iteration 41Q: 3 clusters Score -509835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -509835.968750 Penalty: 4097.204590
	Iteration 42Q: 3 clusters Score -509836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -509839.187500 Penalty: 4097.204590
	Iteration 43Q: 3 clusters Score -509839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -509840.875000 Penalty: 4097.204590
	Iteration 44Q: 3 clusters Score -509840.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -509842.718750 Penalty: 4097.204590
	Iteration 45Q: 3 clusters Score -509842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -509845.312500 Penalty: 4097.204590
	Iteration 46Q: 3 clusters Score -509845.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -509848.093750 Penalty: 4097.204590
	Iteration 47Q: 3 clusters Score -509848.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -509853.000000 Penalty: 4097.204590
	Iteration 48Q: 3 clusters Score -509853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -509859.281250 Penalty: 4097.204590
	Iteration 49Q: 3 clusters Score -509859.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -509865.781250 Penalty: 4097.204590
	Iteration 50Q: 3 clusters Score -509865.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -509872.343750 Penalty: 4097.204590
	Iteration 51Q: 3 clusters Score -509872.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -509874.125000 Penalty: 4097.204590
	Iteration 52Q: 3 clusters Score -509874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -509876.625000 Penalty: 4097.204590
	Iteration 53Q: 3 clusters Score -509876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -509877.843750 Penalty: 4097.204590
	Iteration 54Q: 3 clusters Score -509877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -509877.187500 Penalty: 4097.204590
	Iteration 55Q: 3 clusters Score -509877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -509880.062500 Penalty: 4097.204590
	Iteration 56Q: 3 clusters Score -509880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -509880.843750 Penalty: 4097.204590
	Iteration 57Q: 3 clusters Score -509880.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -509882.906250 Penalty: 4097.204590
	Iteration 58Q: 3 clusters Score -509882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -509886.093750 Penalty: 4097.204590
	Iteration 59Q: 3 clusters Score -509886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -509888.750000 Penalty: 4097.204590
	Iteration 60F: 3 clusters Score -509888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -509891.156250 Penalty: 4097.204590
	Iteration 61Q: 3 clusters Score -509891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -509894.468750 Penalty: 4097.204590
	Iteration 62Q: 3 clusters Score -509894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -509897.406250 Penalty: 4097.204590
	Iteration 63Q: 3 clusters Score -509897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -509896.687500 Penalty: 4097.204590
	Iteration 64Q: 3 clusters Score -509896.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -509898.937500 Penalty: 4097.204590
	Iteration 65Q: 3 clusters Score -509898.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -509898.937500 Penalty: 4097.204590
	Iteration 66F: 3 clusters Score -509898.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Entering Unmasked Estep 
Score: -5226050.500000 Penalty: 2611.708496
	Iteration 0F: 2 clusters Score -5226050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -5200613.000000 Penalty: 5223.416992
	Iteration 0F: 3 clusters Score -5200613 nChanged 17041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -5210091.500000 Penalty: 5223.416992
	Iteration 1F: 3 clusters Score -5210092 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -5210567.500000 Penalty: 5223.416992
	Iteration 2Q: 3 clusters Score -5210568 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -5211025.500000 Penalty: 5223.416992
	Iteration 3Q: 3 clusters Score -5211026 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -5211541.000000 Penalty: 5223.416992
	Iteration 4Q: 3 clusters Score -5211541 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -5212045.000000 Penalty: 5223.416992
	Iteration 5Q: 3 clusters Score -5212045 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5212683.500000 Penalty: 5223.416992
	Iteration 6Q: 3 clusters Score -5212684 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -5213486.500000 Penalty: 5223.416992
	Iteration 7Q: 3 clusters Score -5213486 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -5214527.000000 Penalty: 5223.416992
	Iteration 8Q: 3 clusters Score -5214527 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -5215712.500000 Penalty: 5223.416992
	Iteration 9Q: 3 clusters Score -5215712 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -5217039.500000 Penalty: 5223.416992
	Iteration 10Q: 3 clusters Score -5217040 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -5218270.000000 Penalty: 5223.416992
	Iteration 11Q: 3 clusters Score -5218270 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -5219357.000000 Penalty: 5223.416992
	Iteration 12Q: 3 clusters Score -5219357 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -5220112.000000 Penalty: 5223.416992
	Iteration 13Q: 3 clusters Score -5220112 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -5220571.500000 Penalty: 5223.416992
	Iteration 14Q: 3 clusters Score -5220572 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -5220896.500000 Penalty: 5223.416992
	Iteration 15Q: 3 clusters Score -5220896 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -5221181.000000 Penalty: 5223.416992
	Iteration 16Q: 3 clusters Score -5221181 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -5221423.000000 Penalty: 5223.416992
	Iteration 17Q: 3 clusters Score -5221423 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -5221660.500000 Penalty: 5223.416992
	Iteration 18Q: 3 clusters Score -5221660 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -5221853.000000 Penalty: 5223.416992
	Iteration 19Q: 3 clusters Score -5221853 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -5222008.500000 Penalty: 5223.416992
	Iteration 20F: 3 clusters Score -5222008 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -5222182.500000 Penalty: 5223.416992
	Iteration 21Q: 3 clusters Score -5222182 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -5222360.500000 Penalty: 5223.416992
	Iteration 22Q: 3 clusters Score -5222360 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -5222519.000000 Penalty: 5223.416992
	Iteration 23Q: 3 clusters Score -5222519 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -5222694.000000 Penalty: 5223.416992
	Iteration 24Q: 3 clusters Score -5222694 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -5222827.500000 Penalty: 5223.416992
	Iteration 25Q: 3 clusters Score -5222828 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -5222971.000000 Penalty: 5223.416992
	Iteration 26Q: 3 clusters Score -5222971 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -5223087.500000 Penalty: 5223.416992
	Iteration 27Q: 3 clusters Score -5223088 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -5223173.000000 Penalty: 5223.416992
	Iteration 28Q: 3 clusters Score -5223173 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -5223264.500000 Penalty: 5223.416992
	Iteration 29Q: 3 clusters Score -5223264 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -5223348.500000 Penalty: 5223.416992
	Iteration 30Q: 3 clusters Score -5223348 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -5223396.000000 Penalty: 5223.416992
	Iteration 31Q: 3 clusters Score -5223396 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -5223470.000000 Penalty: 5223.416992
	Iteration 32Q: 3 clusters Score -5223470 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -5223528.000000 Penalty: 5223.416992
	Iteration 33Q: 3 clusters Score -5223528 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -5223592.000000 Penalty: 5223.416992
	Iteration 34Q: 3 clusters Score -5223592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -5223628.500000 Penalty: 5223.416992
	Iteration 35Q: 3 clusters Score -5223628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -5223654.000000 Penalty: 5223.416992
	Iteration 36Q: 3 clusters Score -5223654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -5223682.500000 Penalty: 5223.416992
	Iteration 37Q: 3 clusters Score -5223682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -5223708.500000 Penalty: 5223.416992
	Iteration 38Q: 3 clusters Score -5223708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -5223748.000000 Penalty: 5223.416992
	Iteration 39Q: 3 clusters Score -5223748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -5223756.500000 Penalty: 5223.416992
	Iteration 40F: 3 clusters Score -5223756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -5223765.000000 Penalty: 5223.416992
	Iteration 41Q: 3 clusters Score -5223765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -5223780.000000 Penalty: 5223.416992
	Iteration 42Q: 3 clusters Score -5223780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -5223785.500000 Penalty: 5223.416992
	Iteration 43Q: 3 clusters Score -5223786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -5223787.500000 Penalty: 5223.416992
	Iteration 44Q: 3 clusters Score -5223788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -5223789.500000 Penalty: 5223.416992
	Iteration 45Q: 3 clusters Score -5223790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -5223802.500000 Penalty: 5223.416992
	Iteration 46Q: 3 clusters Score -5223802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5223816.000000 Penalty: 5223.416992
	Iteration 47Q: 3 clusters Score -5223816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -5223821.500000 Penalty: 5223.416992
	Iteration 48Q: 3 clusters Score -5223822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -5223835.000000 Penalty: 5223.416992
	Iteration 49Q: 3 clusters Score -5223835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -5223833.000000 Penalty: 5223.416992
	Iteration 50Q: 3 clusters Score -5223833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -5223844.000000 Penalty: 5223.416992
	Iteration 51Q: 3 clusters Score -5223844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -5223850.500000 Penalty: 5223.416992
	Iteration 52Q: 3 clusters Score -5223850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -5223853.500000 Penalty: 5223.416992
	Iteration 53Q: 3 clusters Score -5223854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -5223858.500000 Penalty: 5223.416992
	Iteration 54Q: 3 clusters Score -5223858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -5223864.000000 Penalty: 5223.416992
	Iteration 55Q: 3 clusters Score -5223864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -5223863.500000 Penalty: 5223.416992
	Iteration 56Q: 3 clusters Score -5223864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -5223864.500000 Penalty: 5223.416992
	Iteration 57Q: 3 clusters Score -5223864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -5223870.500000 Penalty: 5223.416992
	Iteration 58Q: 3 clusters Score -5223870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -5223864.000000 Penalty: 5223.416992
	Iteration 59Q: 3 clusters Score -5223864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -5223869.500000 Penalty: 5223.416992
	Iteration 60F: 3 clusters Score -5223870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -5223869.000000 Penalty: 5223.416992
	Iteration 61Q: 3 clusters Score -5223869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -5223867.000000 Penalty: 5223.416992
	Iteration 62Q: 3 clusters Score -5223867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -5223876.000000 Penalty: 5223.416992
	Iteration 63Q: 3 clusters Score -5223876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -5223870.000000 Penalty: 5223.416992
	Iteration 64Q: 3 clusters Score -5223870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -5223870.500000 Penalty: 5223.416992
	Iteration 65Q: 3 clusters Score -5223870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5223880.000000 Penalty: 5223.416992
	Iteration 66Q: 3 clusters Score -5223880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -5223885.500000 Penalty: 5223.416992
	Iteration 67Q: 3 clusters Score -5223886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -5223880.000000 Penalty: 5223.416992
	Iteration 68Q: 3 clusters Score -5223880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -5223888.000000 Penalty: 5223.416992
	Iteration 69Q: 3 clusters Score -5223888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -5223885.000000 Penalty: 5223.416992
	Iteration 70Q: 3 clusters Score -5223885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -5223886.000000 Penalty: 5223.416992
	Iteration 71Q: 3 clusters Score -5223886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -5223886.000000 Penalty: 5223.416992
	Iteration 72F: 3 clusters Score -5223886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -151835.218750 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -151835.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -149979.093750 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -149979.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -151630.437500 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -151630.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -152673.468750 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -152673.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -152987.781250 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -152987.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -153175.828125 Penalty: 3566.575439
	Iteration 4Q: 3 clusters Score -153175.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -153284.031250 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -153284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -153448.687500 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -153448.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -153754.796875 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -153754.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -154047.656250 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -154047.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -154166.843750 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -154166.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -154188.437500 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -154188.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -154204.468750 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -154204.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -154214.281250 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -154214.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -154217.593750 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -154217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -154221.656250 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -154221.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -154236.765625 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -154236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -154240.828125 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -154240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -154242.906250 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -154242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -154246.875000 Penalty: 3566.575439
	Iteration 18Q: 3 clusters Score -154246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -154250.828125 Penalty: 3566.575439
	Iteration 19Q: 3 clusters Score -154250.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -154250.828125 Penalty: 3566.575439
	Iteration 20F: 3 clusters Score -154250.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89574 members 
Mstep: Class 4 contains 157918 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 37462 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 106239 members 
Mstep: Class 9 contains 42967 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1025 members 
Mstep: Class 14 contains 36032 members 
Mstep: Class 15 contains 52972 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149433 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3897 members 
Mstep: Class 22 contains 174300 members 
Entering Unmasked Estep 
Score: -137449264.000000 Penalty: 68594.890625
Splitting cluster 7 changes total score from -137447360.000000 to -137449264.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 8 (106239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106239 members 
Entering Unmasked Estep 
Score: -14733374.000000 Penalty: 2870.214600
	Iteration 0F: 2 clusters Score -1.473337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -14662369.000000 Penalty: 5740.429199
	Iteration 0F: 3 clusters Score -1.466237e+07 nChanged 50315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -14691243.000000 Penalty: 5740.429199
	Iteration 1F: 3 clusters Score -1.469124e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -14691728.000000 Penalty: 5740.429199
	Iteration 2Q: 3 clusters Score -1.469173e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -14692300.000000 Penalty: 5740.429199
	Iteration 3Q: 3 clusters Score -1.46923e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -14692829.000000 Penalty: 5740.429199
	Iteration 4Q: 3 clusters Score -1.469283e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -14693336.000000 Penalty: 5740.429199
	Iteration 5Q: 3 clusters Score -1.469334e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -14693996.000000 Penalty: 5740.429199
	Iteration 6Q: 3 clusters Score -1.4694e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -14694738.000000 Penalty: 5740.429199
	Iteration 7Q: 3 clusters Score -1.469474e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -14695765.000000 Penalty: 5740.429199
	Iteration 8Q: 3 clusters Score -1.469576e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -14697183.000000 Penalty: 5740.429199
	Iteration 9Q: 3 clusters Score -1.469718e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 65217 members 
Entering Unmasked Estep 
Score: -14699000.000000 Penalty: 5740.429199
	Iteration 10Q: 3 clusters Score -1.4699e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -14701617.000000 Penalty: 5740.429199
	Iteration 11F: 3 clusters Score -1.470162e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -14705413.000000 Penalty: 5740.429199
	Iteration 12F: 3 clusters Score -1.470541e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 82428 members 
Entering Unmasked Estep 
Score: -14710572.000000 Penalty: 5740.429199
	Iteration 13F: 3 clusters Score -1.471057e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 89479 members 
Entering Unmasked Estep 
Score: -14716395.000000 Penalty: 5740.429199
	Iteration 14F: 3 clusters Score -1.47164e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -14721869.000000 Penalty: 5740.429199
	Iteration 15F: 3 clusters Score -1.472187e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 100266 members 
Entering Unmasked Estep 
Score: -14725985.000000 Penalty: 5740.429199
	Iteration 16Q: 3 clusters Score -1.472598e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -14728523.000000 Penalty: 5740.429199
	Iteration 17Q: 3 clusters Score -1.472852e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -14729700.000000 Penalty: 5740.429199
	Iteration 18Q: 3 clusters Score -1.47297e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 105234 members 
Entering Unmasked Estep 
Score: -14730252.000000 Penalty: 5740.429199
	Iteration 19Q: 3 clusters Score -1.473025e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 105536 members 
Entering Unmasked Estep 
Score: -14730530.000000 Penalty: 5740.429199
	Iteration 20F: 3 clusters Score -1.473053e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 105664 members 
Entering Unmasked Estep 
Score: -14730714.000000 Penalty: 5740.429199
	Iteration 21Q: 3 clusters Score -1.473071e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -14730797.000000 Penalty: 5740.429199
	Iteration 22Q: 3 clusters Score -1.47308e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 105758 members 
Entering Unmasked Estep 
Score: -14730836.000000 Penalty: 5740.429199
	Iteration 23Q: 3 clusters Score -1.473084e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 105776 members 
Entering Unmasked Estep 
Score: -14730866.000000 Penalty: 5740.429199
	Iteration 24Q: 3 clusters Score -1.473087e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
Score: -14730898.000000 Penalty: 5740.429199
	Iteration 25Q: 3 clusters Score -1.47309e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 105788 members 
Entering Unmasked Estep 
Score: -14730908.000000 Penalty: 5740.429199
	Iteration 26Q: 3 clusters Score -1.473091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 105788 members 
Entering Unmasked Estep 
Score: -14730933.000000 Penalty: 5740.429199
	Iteration 27Q: 3 clusters Score -1.473093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -14730949.000000 Penalty: 5740.429199
	Iteration 28Q: 3 clusters Score -1.473095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -14730934.000000 Penalty: 5740.429199
	Iteration 29Q: 3 clusters Score -1.473093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -14730929.000000 Penalty: 5740.429199
	Iteration 30Q: 3 clusters Score -1.473093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -14730943.000000 Penalty: 5740.429199
	Iteration 31Q: 3 clusters Score -1.473094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -14730934.000000 Penalty: 5740.429199
	Iteration 32Q: 3 clusters Score -1.473093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -14730934.000000 Penalty: 5740.429199
	Iteration 33Q: 3 clusters Score -1.473093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 105800 members 
Entering Unmasked Estep 
Score: -14730931.000000 Penalty: 5740.429199
	Iteration 34Q: 3 clusters Score -1.473093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 105802 members 
Entering Unmasked Estep 
Score: -14730946.000000 Penalty: 5740.429199
	Iteration 35Q: 3 clusters Score -1.473095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -14730946.000000 Penalty: 5740.429199
	Iteration 36Q: 3 clusters Score -1.473095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 105811 members 
Entering Unmasked Estep 
Score: -14730944.000000 Penalty: 5740.429199
	Iteration 37Q: 3 clusters Score -1.473094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -14730961.000000 Penalty: 5740.429199
	Iteration 38Q: 3 clusters Score -1.473096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -14730975.000000 Penalty: 5740.429199
	Iteration 39Q: 3 clusters Score -1.473098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -14730975.000000 Penalty: 5740.429199
	Iteration 40F: 3 clusters Score -1.473098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Entering Unmasked Estep 
Score: -5981853.000000 Penalty: 2645.710693
	Iteration 0F: 2 clusters Score -5981853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5952745.000000 Penalty: 5291.421387
	Iteration 0F: 3 clusters Score -5952745 nChanged 19816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -5964178.000000 Penalty: 5291.421387
	Iteration 1F: 3 clusters Score -5964178 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -5965485.000000 Penalty: 5291.421387
	Iteration 2F: 3 clusters Score -5965485 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -5967144.500000 Penalty: 5291.421387
	Iteration 3F: 3 clusters Score -5967144 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -5969412.500000 Penalty: 5291.421387
	Iteration 4F: 3 clusters Score -5969412 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -5971951.500000 Penalty: 5291.421387
	Iteration 5F: 3 clusters Score -5971952 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -5974358.500000 Penalty: 5291.421387
	Iteration 6F: 3 clusters Score -5974358 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -5976201.500000 Penalty: 5291.421387
	Iteration 7F: 3 clusters Score -5976202 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -5977212.000000 Penalty: 5291.421387
	Iteration 8Q: 3 clusters Score -5977212 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -5977778.500000 Penalty: 5291.421387
	Iteration 9Q: 3 clusters Score -5977778 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -5978087.000000 Penalty: 5291.421387
	Iteration 10Q: 3 clusters Score -5978087 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -5978315.000000 Penalty: 5291.421387
	Iteration 11Q: 3 clusters Score -5978315 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -5978480.000000 Penalty: 5291.421387
	Iteration 12Q: 3 clusters Score -5978480 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5978657.500000 Penalty: 5291.421387
	Iteration 13Q: 3 clusters Score -5978658 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -5978793.000000 Penalty: 5291.421387
	Iteration 14Q: 3 clusters Score -5978793 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -5978915.500000 Penalty: 5291.421387
	Iteration 15Q: 3 clusters Score -5978916 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -5979048.500000 Penalty: 5291.421387
	Iteration 16Q: 3 clusters Score -5979048 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -5979144.000000 Penalty: 5291.421387
	Iteration 17Q: 3 clusters Score -5979144 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5979237.000000 Penalty: 5291.421387
	Iteration 18Q: 3 clusters Score -5979237 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -5979346.500000 Penalty: 5291.421387
	Iteration 19Q: 3 clusters Score -5979346 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -5979473.000000 Penalty: 5291.421387
	Iteration 20F: 3 clusters Score -5979473 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -5979549.500000 Penalty: 5291.421387
	Iteration 21Q: 3 clusters Score -5979550 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -5979615.500000 Penalty: 5291.421387
	Iteration 22Q: 3 clusters Score -5979616 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -5979679.500000 Penalty: 5291.421387
	Iteration 23Q: 3 clusters Score -5979680 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -5979734.000000 Penalty: 5291.421387
	Iteration 24Q: 3 clusters Score -5979734 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -5979763.500000 Penalty: 5291.421387
	Iteration 25Q: 3 clusters Score -5979764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -5979794.000000 Penalty: 5291.421387
	Iteration 26Q: 3 clusters Score -5979794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -5979815.500000 Penalty: 5291.421387
	Iteration 27Q: 3 clusters Score -5979816 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -5979839.500000 Penalty: 5291.421387
	Iteration 28Q: 3 clusters Score -5979840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -5979864.500000 Penalty: 5291.421387
	Iteration 29Q: 3 clusters Score -5979864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -5979896.000000 Penalty: 5291.421387
	Iteration 30Q: 3 clusters Score -5979896 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -5979938.500000 Penalty: 5291.421387
	Iteration 31Q: 3 clusters Score -5979938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -5979961.000000 Penalty: 5291.421387
	Iteration 32Q: 3 clusters Score -5979961 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -5979980.500000 Penalty: 5291.421387
	Iteration 33Q: 3 clusters Score -5979980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -5980015.000000 Penalty: 5291.421387
	Iteration 34Q: 3 clusters Score -5980015 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5980032.500000 Penalty: 5291.421387
	Iteration 35Q: 3 clusters Score -5980032 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -5980057.000000 Penalty: 5291.421387
	Iteration 36Q: 3 clusters Score -5980057 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5980095.000000 Penalty: 5291.421387
	Iteration 37Q: 3 clusters Score -5980095 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -5980140.500000 Penalty: 5291.421387
	Iteration 38Q: 3 clusters Score -5980140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -5980171.000000 Penalty: 5291.421387
	Iteration 39Q: 3 clusters Score -5980171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -5980209.000000 Penalty: 5291.421387
	Iteration 40F: 3 clusters Score -5980209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -5980220.000000 Penalty: 5291.421387
	Iteration 41Q: 3 clusters Score -5980220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5980264.500000 Penalty: 5291.421387
	Iteration 42Q: 3 clusters Score -5980264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -5980277.500000 Penalty: 5291.421387
	Iteration 43Q: 3 clusters Score -5980278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5980285.500000 Penalty: 5291.421387
	Iteration 44Q: 3 clusters Score -5980286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -5980309.000000 Penalty: 5291.421387
	Iteration 45Q: 3 clusters Score -5980309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5980319.500000 Penalty: 5291.421387
	Iteration 46Q: 3 clusters Score -5980320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -5980333.500000 Penalty: 5291.421387
	Iteration 47Q: 3 clusters Score -5980334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5980338.500000 Penalty: 5291.421387
	Iteration 48Q: 3 clusters Score -5980338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5980341.000000 Penalty: 5291.421387
	Iteration 49Q: 3 clusters Score -5980341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -5980336.000000 Penalty: 5291.421387
	Iteration 50Q: 3 clusters Score -5980336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -5980343.000000 Penalty: 5291.421387
	Iteration 51Q: 3 clusters Score -5980343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -5980338.500000 Penalty: 5291.421387
	Iteration 52Q: 3 clusters Score -5980338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5980343.500000 Penalty: 5291.421387
	Iteration 53Q: 3 clusters Score -5980344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -5980340.500000 Penalty: 5291.421387
	Iteration 54Q: 3 clusters Score -5980340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -5980350.000000 Penalty: 5291.421387
	Iteration 55Q: 3 clusters Score -5980350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -5980349.000000 Penalty: 5291.421387
	Iteration 56Q: 3 clusters Score -5980349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -5980349.000000 Penalty: 5291.421387
	Iteration 57F: 3 clusters Score -5980349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Entering Unmasked Estep 
Score: -188514.171875 Penalty: 1812.850708
	Iteration 0F: 2 clusters Score -188514.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -186261.343750 Penalty: 3625.701416
	Iteration 0F: 3 clusters Score -186261.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -186852.375000 Penalty: 3625.701416
	Iteration 1F: 3 clusters Score -186852.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -187159.500000 Penalty: 3625.701416
	Iteration 2F: 3 clusters Score -187159.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -187385.218750 Penalty: 3625.701416
	Iteration 3F: 3 clusters Score -187385.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -187517.203125 Penalty: 3625.701416
	Iteration 4Q: 3 clusters Score -187517.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -187622.921875 Penalty: 3625.701416
	Iteration 5Q: 3 clusters Score -187622.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -187701.421875 Penalty: 3625.701416
	Iteration 6Q: 3 clusters Score -187701.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -187786.750000 Penalty: 3625.701416
	Iteration 7Q: 3 clusters Score -187786.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -187853.500000 Penalty: 3625.701416
	Iteration 8Q: 3 clusters Score -187853.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -187888.562500 Penalty: 3625.701416
	Iteration 9Q: 3 clusters Score -187888.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -187909.671875 Penalty: 3625.701416
	Iteration 10Q: 3 clusters Score -187909.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -187947.843750 Penalty: 3625.701416
	Iteration 11Q: 3 clusters Score -187947.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -187983.265625 Penalty: 3625.701416
	Iteration 12Q: 3 clusters Score -187983.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -188037.171875 Penalty: 3625.701416
	Iteration 13Q: 3 clusters Score -188037.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -188097.078125 Penalty: 3625.701416
	Iteration 14Q: 3 clusters Score -188097.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -188155.843750 Penalty: 3625.701416
	Iteration 15Q: 3 clusters Score -188155.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -188215.187500 Penalty: 3625.701416
	Iteration 16Q: 3 clusters Score -188215.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -188281.296875 Penalty: 3625.701416
	Iteration 17Q: 3 clusters Score -188281.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -188320.250000 Penalty: 3625.701416
	Iteration 18Q: 3 clusters Score -188320.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -188343.203125 Penalty: 3625.701416
	Iteration 19Q: 3 clusters Score -188343.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -188362.359375 Penalty: 3625.701416
	Iteration 20F: 3 clusters Score -188362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -188367.500000 Penalty: 3625.701416
	Iteration 21Q: 3 clusters Score -188367.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -188370.468750 Penalty: 3625.701416
	Iteration 22Q: 3 clusters Score -188370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -188371.015625 Penalty: 3625.701416
	Iteration 23Q: 3 clusters Score -188371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -188371.015625 Penalty: 3625.701416
	Iteration 24F: 3 clusters Score -188371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -160206.812500 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -160206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158131.796875 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -158131.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158430.796875 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -158430.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -158515.734375 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -158515.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -158564.890625 Penalty: 3514.191895
	Iteration 3Q: 3 clusters Score -158564.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -158611.281250 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -158611.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -158662.328125 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -158662.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -158709.125000 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -158709.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -158740.062500 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -158740.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158766.437500 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -158766.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -158786.250000 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -158786.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158801.562500 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -158801.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -158810.984375 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -158811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -158818.953125 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -158819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -158825.359375 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -158825.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -158830.968750 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -158831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -158836.390625 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -158836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -158840.984375 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -158841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -158844.734375 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -158844.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -158850.484375 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -158850.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -158855.671875 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -158855.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -158858.078125 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -158858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158859.312500 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -158859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -158860.281250 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -158860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -158860.437500 Penalty: 3514.191895
	Iteration 23Q: 3 clusters Score -158860.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -158860.437500 Penalty: 3514.191895
	Iteration 24F: 3 clusters Score -158860.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Entering Unmasked Estep 
Score: -4871649.000000 Penalty: 2602.056396
	Iteration 0F: 2 clusters Score -4871649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4847183.500000 Penalty: 5204.112793
	Iteration 0F: 3 clusters Score -4847184 nChanged 16354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4856494.000000 Penalty: 5204.112793
	Iteration 1F: 3 clusters Score -4856494 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4857552.000000 Penalty: 5204.112793
	Iteration 2F: 3 clusters Score -4857552 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4858926.500000 Penalty: 5204.112793
	Iteration 3F: 3 clusters Score -4858926 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4860312.000000 Penalty: 5204.112793
	Iteration 4F: 3 clusters Score -4860312 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -4861667.500000 Penalty: 5204.112793
	Iteration 5F: 3 clusters Score -4861668 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4862928.500000 Penalty: 5204.112793
	Iteration 6F: 3 clusters Score -4862928 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4864092.000000 Penalty: 5204.112793
	Iteration 7F: 3 clusters Score -4864092 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4865211.000000 Penalty: 5204.112793
	Iteration 8F: 3 clusters Score -4865211 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -4866234.500000 Penalty: 5204.112793
	Iteration 9Q: 3 clusters Score -4866234 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -4867225.000000 Penalty: 5204.112793
	Iteration 10Q: 3 clusters Score -4867225 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4868048.500000 Penalty: 5204.112793
	Iteration 11Q: 3 clusters Score -4868048 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -4868665.500000 Penalty: 5204.112793
	Iteration 12Q: 3 clusters Score -4868666 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -4869158.500000 Penalty: 5204.112793
	Iteration 13Q: 3 clusters Score -4869158 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -4869589.500000 Penalty: 5204.112793
	Iteration 14Q: 3 clusters Score -4869590 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4869949.500000 Penalty: 5204.112793
	Iteration 15Q: 3 clusters Score -4869950 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -4870251.500000 Penalty: 5204.112793
	Iteration 16Q: 3 clusters Score -4870252 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4870478.000000 Penalty: 5204.112793
	Iteration 17Q: 3 clusters Score -4870478 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -4870683.500000 Penalty: 5204.112793
	Iteration 18Q: 3 clusters Score -4870684 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -4870849.500000 Penalty: 5204.112793
	Iteration 19Q: 3 clusters Score -4870850 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4870968.500000 Penalty: 5204.112793
	Iteration 20F: 3 clusters Score -4870968 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4871086.500000 Penalty: 5204.112793
	Iteration 21Q: 3 clusters Score -4871086 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4871182.500000 Penalty: 5204.112793
	Iteration 22Q: 3 clusters Score -4871182 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4871269.000000 Penalty: 5204.112793
	Iteration 23Q: 3 clusters Score -4871269 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -4871340.000000 Penalty: 5204.112793
	Iteration 24Q: 3 clusters Score -4871340 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4871390.500000 Penalty: 5204.112793
	Iteration 25Q: 3 clusters Score -4871390 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -4871427.500000 Penalty: 5204.112793
	Iteration 26Q: 3 clusters Score -4871428 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4871466.000000 Penalty: 5204.112793
	Iteration 27Q: 3 clusters Score -4871466 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -4871505.000000 Penalty: 5204.112793
	Iteration 28Q: 3 clusters Score -4871505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -4871532.500000 Penalty: 5204.112793
	Iteration 29Q: 3 clusters Score -4871532 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -4871572.000000 Penalty: 5204.112793
	Iteration 30Q: 3 clusters Score -4871572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4871578.000000 Penalty: 5204.112793
	Iteration 31Q: 3 clusters Score -4871578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4871600.500000 Penalty: 5204.112793
	Iteration 32Q: 3 clusters Score -4871600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4871613.500000 Penalty: 5204.112793
	Iteration 33Q: 3 clusters Score -4871614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4871618.000000 Penalty: 5204.112793
	Iteration 34Q: 3 clusters Score -4871618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4871633.500000 Penalty: 5204.112793
	Iteration 35Q: 3 clusters Score -4871634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4871642.500000 Penalty: 5204.112793
	Iteration 36Q: 3 clusters Score -4871642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4871658.000000 Penalty: 5204.112793
	Iteration 37Q: 3 clusters Score -4871658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4871672.500000 Penalty: 5204.112793
	Iteration 38Q: 3 clusters Score -4871672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -4871688.000000 Penalty: 5204.112793
	Iteration 39Q: 3 clusters Score -4871688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -4871691.000000 Penalty: 5204.112793
	Iteration 40F: 3 clusters Score -4871691 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -4871719.000000 Penalty: 5204.112793
	Iteration 41Q: 3 clusters Score -4871719 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4871742.500000 Penalty: 5204.112793
	Iteration 42Q: 3 clusters Score -4871742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4871776.000000 Penalty: 5204.112793
	Iteration 43Q: 3 clusters Score -4871776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4871805.000000 Penalty: 5204.112793
	Iteration 44Q: 3 clusters Score -4871805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4871854.000000 Penalty: 5204.112793
	Iteration 45Q: 3 clusters Score -4871854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -4871884.000000 Penalty: 5204.112793
	Iteration 46Q: 3 clusters Score -4871884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -4871922.500000 Penalty: 5204.112793
	Iteration 47Q: 3 clusters Score -4871922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -4871928.500000 Penalty: 5204.112793
	Iteration 48Q: 3 clusters Score -4871928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -4871924.500000 Penalty: 5204.112793
	Iteration 49Q: 3 clusters Score -4871924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4871929.000000 Penalty: 5204.112793
	Iteration 50Q: 3 clusters Score -4871929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -4871940.500000 Penalty: 5204.112793
	Iteration 51Q: 3 clusters Score -4871940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -4871936.500000 Penalty: 5204.112793
	Iteration 52Q: 3 clusters Score -4871936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -4871933.500000 Penalty: 5204.112793
	Iteration 53Q: 3 clusters Score -4871934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -4871948.000000 Penalty: 5204.112793
	Iteration 54Q: 3 clusters Score -4871948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4871946.500000 Penalty: 5204.112793
	Iteration 55Q: 3 clusters Score -4871946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4871952.500000 Penalty: 5204.112793
	Iteration 56Q: 3 clusters Score -4871952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4871950.000000 Penalty: 5204.112793
	Iteration 57Q: 3 clusters Score -4871950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4871953.000000 Penalty: 5204.112793
	Iteration 58Q: 3 clusters Score -4871953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4871953.000000 Penalty: 5204.112793
	Iteration 59F: 3 clusters Score -4871953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89574 members 
Mstep: Class 4 contains 157918 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 37462 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 106239 members 
Mstep: Class 9 contains 42967 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1025 members 
Mstep: Class 14 contains 2531 members 
Mstep: Class 15 contains 52972 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149433 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 19 contains 33501 members 
Mstep: Class 20 contains 3897 members 
Mstep: Class 22 contains 174300 members 
Entering Unmasked Estep 
Score: -137448896.000000 Penalty: 72024.632812
Splitting cluster 14 changes total score from -137447360.000000 to -137448896.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 15 (52972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Entering Unmasked Estep 
Score: -7130829.000000 Penalty: 2697.624512
	Iteration 0F: 2 clusters Score -7130829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -7095212.000000 Penalty: 5395.249023
	Iteration 0F: 3 clusters Score -7095212 nChanged 24489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -7108863.000000 Penalty: 5395.249023
	Iteration 1F: 3 clusters Score -7108863 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -7109543.500000 Penalty: 5395.249023
	Iteration 2Q: 3 clusters Score -7109544 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -7110190.500000 Penalty: 5395.249023
	Iteration 3Q: 3 clusters Score -7110190 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -7110988.000000 Penalty: 5395.249023
	Iteration 4Q: 3 clusters Score -7110988 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -7111944.000000 Penalty: 5395.249023
	Iteration 5Q: 3 clusters Score -7111944 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -7113109.000000 Penalty: 5395.249023
	Iteration 6F: 3 clusters Score -7113109 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -7114644.000000 Penalty: 5395.249023
	Iteration 7F: 3 clusters Score -7114644 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -7116415.500000 Penalty: 5395.249023
	Iteration 8F: 3 clusters Score -7116416 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -7118388.000000 Penalty: 5395.249023
	Iteration 9F: 3 clusters Score -7118388 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -7120559.000000 Penalty: 5395.249023
	Iteration 10F: 3 clusters Score -7120559 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -7122910.500000 Penalty: 5395.249023
	Iteration 11F: 3 clusters Score -7122910 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -7125186.500000 Penalty: 5395.249023
	Iteration 12Q: 3 clusters Score -7125186 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -7126860.500000 Penalty: 5395.249023
	Iteration 13Q: 3 clusters Score -7126860 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -7127828.500000 Penalty: 5395.249023
	Iteration 14Q: 3 clusters Score -7127828 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -7128219.000000 Penalty: 5395.249023
	Iteration 15Q: 3 clusters Score -7128219 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -7128407.000000 Penalty: 5395.249023
	Iteration 16Q: 3 clusters Score -7128407 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -7128502.500000 Penalty: 5395.249023
	Iteration 17Q: 3 clusters Score -7128502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -7128546.500000 Penalty: 5395.249023
	Iteration 18Q: 3 clusters Score -7128546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -7128565.000000 Penalty: 5395.249023
	Iteration 19Q: 3 clusters Score -7128565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -7128583.000000 Penalty: 5395.249023
	Iteration 20F: 3 clusters Score -7128583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -7128593.000000 Penalty: 5395.249023
	Iteration 21Q: 3 clusters Score -7128593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -7128607.500000 Penalty: 5395.249023
	Iteration 22Q: 3 clusters Score -7128608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -7128615.500000 Penalty: 5395.249023
	Iteration 23Q: 3 clusters Score -7128616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -7128624.500000 Penalty: 5395.249023
	Iteration 24Q: 3 clusters Score -7128624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -7128628.000000 Penalty: 5395.249023
	Iteration 25Q: 3 clusters Score -7128628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -7128622.500000 Penalty: 5395.249023
	Iteration 26Q: 3 clusters Score -7128622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -7128622.500000 Penalty: 5395.249023
	Iteration 27F: 3 clusters Score -7128622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -27671.355469 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -27671.36 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 117 members 
Entering Unmasked Estep 
Score: -26480.648438 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -26480.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26519.187500 Penalty: 2677.488770
	Iteration 1Q: 3 clusters Score -26519.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26530.046875 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -26530.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26530.046875 Penalty: 2677.488770
	Iteration 3F: 3 clusters Score -26530.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (149433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149433 members 
Entering Unmasked Estep 
Score: -20578252.000000 Penalty: 2954.821533
	Iteration 0F: 2 clusters Score -2.057825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 74667 members 
Entering Unmasked Estep 
Score: -20479852.000000 Penalty: 5909.643066
	Iteration 0F: 3 clusters Score -2.047985e+07 nChanged 71420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -20521902.000000 Penalty: 5909.643066
	Iteration 1F: 3 clusters Score -2.05219e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 76788 members 
Entering Unmasked Estep 
Score: -20523324.000000 Penalty: 5909.643066
	Iteration 2Q: 3 clusters Score -2.052332e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -20525170.000000 Penalty: 5909.643066
	Iteration 3Q: 3 clusters Score -2.052517e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68838 members 
Mstep: Class 2 contains 80595 members 
Entering Unmasked Estep 
Score: -20528554.000000 Penalty: 5909.643066
	Iteration 4Q: 3 clusters Score -2.052855e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -20534304.000000 Penalty: 5909.643066
	Iteration 5F: 3 clusters Score -2.05343e+07 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 88712 members 
Entering Unmasked Estep 
Score: -20542236.000000 Penalty: 5909.643066
	Iteration 6F: 3 clusters Score -2.054224e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 93996 members 
Entering Unmasked Estep 
Score: -20551882.000000 Penalty: 5909.643066
	Iteration 7F: 3 clusters Score -2.055188e+07 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -20559946.000000 Penalty: 5909.643066
	Iteration 8F: 3 clusters Score -2.055995e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -20563964.000000 Penalty: 5909.643066
	Iteration 9Q: 3 clusters Score -2.056396e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 103931 members 
Entering Unmasked Estep 
Score: -20565610.000000 Penalty: 5909.643066
	Iteration 10Q: 3 clusters Score -2.056561e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 106040 members 
Entering Unmasked Estep 
Score: -20566456.000000 Penalty: 5909.643066
	Iteration 11Q: 3 clusters Score -2.056646e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 108055 members 
Entering Unmasked Estep 
Score: -20567102.000000 Penalty: 5909.643066
	Iteration 12Q: 3 clusters Score -2.05671e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 110103 members 
Entering Unmasked Estep 
Score: -20567774.000000 Penalty: 5909.643066
	Iteration 13Q: 3 clusters Score -2.056777e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 112092 members 
Entering Unmasked Estep 
Score: -20568244.000000 Penalty: 5909.643066
	Iteration 14Q: 3 clusters Score -2.056824e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 114122 members 
Entering Unmasked Estep 
Score: -20568842.000000 Penalty: 5909.643066
	Iteration 15Q: 3 clusters Score -2.056884e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -20569314.000000 Penalty: 5909.643066
	Iteration 16Q: 3 clusters Score -2.056931e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 118102 members 
Entering Unmasked Estep 
Score: -20570036.000000 Penalty: 5909.643066
	Iteration 17Q: 3 clusters Score -2.057004e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 120058 members 
Entering Unmasked Estep 
Score: -20570716.000000 Penalty: 5909.643066
	Iteration 18Q: 3 clusters Score -2.057072e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -20571256.000000 Penalty: 5909.643066
	Iteration 19Q: 3 clusters Score -2.057126e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 123738 members 
Entering Unmasked Estep 
Score: -20571920.000000 Penalty: 5909.643066
	Iteration 20F: 3 clusters Score -2.057192e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 125554 members 
Entering Unmasked Estep 
Score: -20572472.000000 Penalty: 5909.643066
	Iteration 21Q: 3 clusters Score -2.057247e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 127318 members 
Entering Unmasked Estep 
Score: -20572960.000000 Penalty: 5909.643066
	Iteration 22Q: 3 clusters Score -2.057296e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 128934 members 
Entering Unmasked Estep 
Score: -20573616.000000 Penalty: 5909.643066
	Iteration 23Q: 3 clusters Score -2.057362e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 130462 members 
Entering Unmasked Estep 
Score: -20574150.000000 Penalty: 5909.643066
	Iteration 24Q: 3 clusters Score -2.057415e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 131993 members 
Entering Unmasked Estep 
Score: -20574748.000000 Penalty: 5909.643066
	Iteration 25Q: 3 clusters Score -2.057475e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 133460 members 
Entering Unmasked Estep 
Score: -20575228.000000 Penalty: 5909.643066
	Iteration 26Q: 3 clusters Score -2.057523e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 134842 members 
Entering Unmasked Estep 
Score: -20575636.000000 Penalty: 5909.643066
	Iteration 27Q: 3 clusters Score -2.057564e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 136133 members 
Entering Unmasked Estep 
Score: -20576080.000000 Penalty: 5909.643066
	Iteration 28Q: 3 clusters Score -2.057608e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 137377 members 
Entering Unmasked Estep 
Score: -20576418.000000 Penalty: 5909.643066
	Iteration 29Q: 3 clusters Score -2.057642e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 138601 members 
Entering Unmasked Estep 
Score: -20576592.000000 Penalty: 5909.643066
	Iteration 30Q: 3 clusters Score -2.057659e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 139780 members 
Entering Unmasked Estep 
Score: -20576784.000000 Penalty: 5909.643066
	Iteration 31Q: 3 clusters Score -2.057678e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 140915 members 
Entering Unmasked Estep 
Score: -20576950.000000 Penalty: 5909.643066
	Iteration 32Q: 3 clusters Score -2.057695e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 141946 members 
Entering Unmasked Estep 
Score: -20577054.000000 Penalty: 5909.643066
	Iteration 33Q: 3 clusters Score -2.057705e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 142859 members 
Entering Unmasked Estep 
Score: -20577084.000000 Penalty: 5909.643066
	Iteration 34Q: 3 clusters Score -2.057708e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 143678 members 
Entering Unmasked Estep 
Score: -20577192.000000 Penalty: 5909.643066
	Iteration 35Q: 3 clusters Score -2.057719e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 144367 members 
Entering Unmasked Estep 
Score: -20577212.000000 Penalty: 5909.643066
	Iteration 36Q: 3 clusters Score -2.057721e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 144930 members 
Entering Unmasked Estep 
Score: -20577184.000000 Penalty: 5909.643066
	Iteration 37Q: 3 clusters Score -2.057718e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 145393 members 
Entering Unmasked Estep 
Score: -20577158.000000 Penalty: 5909.643066
	Iteration 38Q: 3 clusters Score -2.057716e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 145779 members 
Entering Unmasked Estep 
Score: -20577146.000000 Penalty: 5909.643066
	Iteration 39Q: 3 clusters Score -2.057715e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 146080 members 
Entering Unmasked Estep 
Score: -20577098.000000 Penalty: 5909.643066
	Iteration 40F: 3 clusters Score -2.05771e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 146357 members 
Entering Unmasked Estep 
Score: -20577136.000000 Penalty: 5909.643066
	Iteration 41Q: 3 clusters Score -2.057714e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 146585 members 
Entering Unmasked Estep 
Score: -20577098.000000 Penalty: 5909.643066
	Iteration 42Q: 3 clusters Score -2.05771e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 146769 members 
Entering Unmasked Estep 
Score: -20577090.000000 Penalty: 5909.643066
	Iteration 43Q: 3 clusters Score -2.057709e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 146926 members 
Entering Unmasked Estep 
Score: -20577082.000000 Penalty: 5909.643066
	Iteration 44Q: 3 clusters Score -2.057708e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 147062 members 
Entering Unmasked Estep 
Score: -20577062.000000 Penalty: 5909.643066
	Iteration 45Q: 3 clusters Score -2.057706e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 147172 members 
Entering Unmasked Estep 
Score: -20577044.000000 Penalty: 5909.643066
	Iteration 46Q: 3 clusters Score -2.057704e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 147264 members 
Entering Unmasked Estep 
Score: -20577058.000000 Penalty: 5909.643066
	Iteration 47Q: 3 clusters Score -2.057706e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 147341 members 
Entering Unmasked Estep 
Score: -20577054.000000 Penalty: 5909.643066
	Iteration 48Q: 3 clusters Score -2.057705e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 147409 members 
Entering Unmasked Estep 
Score: -20577052.000000 Penalty: 5909.643066
	Iteration 49Q: 3 clusters Score -2.057705e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -20577054.000000 Penalty: 5909.643066
	Iteration 50Q: 3 clusters Score -2.057705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 147484 members 
Entering Unmasked Estep 
Score: -20577060.000000 Penalty: 5909.643066
	Iteration 51Q: 3 clusters Score -2.057706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 147499 members 
Entering Unmasked Estep 
Score: -20577046.000000 Penalty: 5909.643066
	Iteration 52Q: 3 clusters Score -2.057705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 147513 members 
Entering Unmasked Estep 
Score: -20577056.000000 Penalty: 5909.643066
	Iteration 53Q: 3 clusters Score -2.057706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 147521 members 
Entering Unmasked Estep 
Score: -20577050.000000 Penalty: 5909.643066
	Iteration 54Q: 3 clusters Score -2.057705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 147529 members 
Entering Unmasked Estep 
Score: -20577050.000000 Penalty: 5909.643066
	Iteration 55Q: 3 clusters Score -2.057705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 147534 members 
Entering Unmasked Estep 
Score: -20577062.000000 Penalty: 5909.643066
	Iteration 56Q: 3 clusters Score -2.057706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 147534 members 
Entering Unmasked Estep 
Score: -20577060.000000 Penalty: 5909.643066
	Iteration 57Q: 3 clusters Score -2.057706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 147533 members 
Entering Unmasked Estep 
Score: -20577066.000000 Penalty: 5909.643066
	Iteration 58Q: 3 clusters Score -2.057707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 147535 members 
Entering Unmasked Estep 
Score: -20577060.000000 Penalty: 5909.643066
	Iteration 59Q: 3 clusters Score -2.057706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 147540 members 
Entering Unmasked Estep 
Score: -20577060.000000 Penalty: 5909.643066
	Iteration 60F: 3 clusters Score -2.057706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 147543 members 
Entering Unmasked Estep 
Score: -20577054.000000 Penalty: 5909.643066
	Iteration 61Q: 3 clusters Score -2.057705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 147547 members 
Entering Unmasked Estep 
Score: -20577058.000000 Penalty: 5909.643066
	Iteration 62Q: 3 clusters Score -2.057706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 147549 members 
Entering Unmasked Estep 
Score: -20577056.000000 Penalty: 5909.643066
	Iteration 63Q: 3 clusters Score -2.057706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 147551 members 
Entering Unmasked Estep 
Score: -20577060.000000 Penalty: 5909.643066
	Iteration 64Q: 3 clusters Score -2.057706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 147558 members 
Entering Unmasked Estep 
Score: -20577064.000000 Penalty: 5909.643066
	Iteration 65Q: 3 clusters Score -2.057706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 147565 members 
Entering Unmasked Estep 
Score: -20577072.000000 Penalty: 5909.643066
	Iteration 66Q: 3 clusters Score -2.057707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 147575 members 
Entering Unmasked Estep 
Score: -20577064.000000 Penalty: 5909.643066
	Iteration 67Q: 3 clusters Score -2.057706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 147580 members 
Entering Unmasked Estep 
Score: -20577074.000000 Penalty: 5909.643066
	Iteration 68Q: 3 clusters Score -2.057707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 147584 members 
Entering Unmasked Estep 
Score: -20577084.000000 Penalty: 5909.643066
	Iteration 69Q: 3 clusters Score -2.057708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 147588 members 
Entering Unmasked Estep 
Score: -20577084.000000 Penalty: 5909.643066
	Iteration 70Q: 3 clusters Score -2.057708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 147591 members 
Entering Unmasked Estep 
Score: -20577072.000000 Penalty: 5909.643066
	Iteration 71Q: 3 clusters Score -2.057707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -20577070.000000 Penalty: 5909.643066
	Iteration 72Q: 3 clusters Score -2.057707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 147598 members 
Entering Unmasked Estep 
Score: -20577070.000000 Penalty: 5909.643066
	Iteration 73Q: 3 clusters Score -2.057707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 147602 members 
Entering Unmasked Estep 
Score: -20577062.000000 Penalty: 5909.643066
	Iteration 74Q: 3 clusters Score -2.057706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 147611 members 
Entering Unmasked Estep 
Score: -20577070.000000 Penalty: 5909.643066
	Iteration 75Q: 3 clusters Score -2.057707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 147619 members 
Entering Unmasked Estep 
Score: -20577068.000000 Penalty: 5909.643066
	Iteration 76Q: 3 clusters Score -2.057707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 147627 members 
Entering Unmasked Estep 
Score: -20577068.000000 Penalty: 5909.643066
	Iteration 77Q: 3 clusters Score -2.057707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 147635 members 
Entering Unmasked Estep 
Score: -20577068.000000 Penalty: 5909.643066
	Iteration 78Q: 3 clusters Score -2.057707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 147641 members 
Entering Unmasked Estep 
Score: -20577064.000000 Penalty: 5909.643066
	Iteration 79Q: 3 clusters Score -2.057706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -20577074.000000 Penalty: 5909.643066
	Iteration 80F: 3 clusters Score -2.057707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 147668 members 
Entering Unmasked Estep 
Score: -20577090.000000 Penalty: 5909.643066
	Iteration 81Q: 3 clusters Score -2.057709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -20577076.000000 Penalty: 5909.643066
	Iteration 82Q: 3 clusters Score -2.057708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 147684 members 
Entering Unmasked Estep 
Score: -20577064.000000 Penalty: 5909.643066
	Iteration 83Q: 3 clusters Score -2.057706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 147693 members 
Entering Unmasked Estep 
Score: -20577048.000000 Penalty: 5909.643066
	Iteration 84Q: 3 clusters Score -2.057705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 147706 members 
Entering Unmasked Estep 
Score: -20577050.000000 Penalty: 5909.643066
	Iteration 85Q: 3 clusters Score -2.057705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 147718 members 
Entering Unmasked Estep 
Score: -20577038.000000 Penalty: 5909.643066
	Iteration 86Q: 3 clusters Score -2.057704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 147738 members 
Entering Unmasked Estep 
Score: -20577058.000000 Penalty: 5909.643066
	Iteration 87Q: 3 clusters Score -2.057706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 147761 members 
Entering Unmasked Estep 
Score: -20577066.000000 Penalty: 5909.643066
	Iteration 88Q: 3 clusters Score -2.057707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 147780 members 
Entering Unmasked Estep 
Score: -20577042.000000 Penalty: 5909.643066
	Iteration 89Q: 3 clusters Score -2.057704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 147791 members 
Entering Unmasked Estep 
Score: -20577042.000000 Penalty: 5909.643066
	Iteration 90Q: 3 clusters Score -2.057704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 147801 members 
Entering Unmasked Estep 
Score: -20577030.000000 Penalty: 5909.643066
	Iteration 91Q: 3 clusters Score -2.057703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 147806 members 
Entering Unmasked Estep 
Score: -20577016.000000 Penalty: 5909.643066
	Iteration 92Q: 3 clusters Score -2.057702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 147811 members 
Entering Unmasked Estep 
Score: -20577040.000000 Penalty: 5909.643066
	Iteration 93Q: 3 clusters Score -2.057704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 147811 members 
Entering Unmasked Estep 
Score: -20577052.000000 Penalty: 5909.643066
	Iteration 94Q: 3 clusters Score -2.057705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 147814 members 
Entering Unmasked Estep 
Score: -20577032.000000 Penalty: 5909.643066
	Iteration 95Q: 3 clusters Score -2.057703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 147818 members 
Entering Unmasked Estep 
Score: -20577034.000000 Penalty: 5909.643066
	Iteration 96Q: 3 clusters Score -2.057703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 147821 members 
Entering Unmasked Estep 
Score: -20577028.000000 Penalty: 5909.643066
	Iteration 97Q: 3 clusters Score -2.057703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 147825 members 
Entering Unmasked Estep 
Score: -20577030.000000 Penalty: 5909.643066
	Iteration 98Q: 3 clusters Score -2.057703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 147830 members 
Entering Unmasked Estep 
Score: -20577038.000000 Penalty: 5909.643066
	Iteration 99Q: 3 clusters Score -2.057704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 147832 members 
Entering Unmasked Estep 
Score: -20577040.000000 Penalty: 5909.643066
	Iteration 100F: 3 clusters Score -2.057704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 147833 members 
Entering Unmasked Estep 
Score: -20577048.000000 Penalty: 5909.643066
	Iteration 101Q: 3 clusters Score -2.057705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 147834 members 
Entering Unmasked Estep 
Score: -20577032.000000 Penalty: 5909.643066
	Iteration 102Q: 3 clusters Score -2.057703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 147835 members 
Entering Unmasked Estep 
Score: -20577038.000000 Penalty: 5909.643066
	Iteration 103Q: 3 clusters Score -2.057704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 147837 members 
Entering Unmasked Estep 
Score: -20577038.000000 Penalty: 5909.643066
	Iteration 104Q: 3 clusters Score -2.057704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 147840 members 
Entering Unmasked Estep 
Score: -20577032.000000 Penalty: 5909.643066
	Iteration 105Q: 3 clusters Score -2.057703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 147843 members 
Entering Unmasked Estep 
Score: -20577040.000000 Penalty: 5909.643066
	Iteration 106Q: 3 clusters Score -2.057704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 147845 members 
Entering Unmasked Estep 
Score: -20577040.000000 Penalty: 5909.643066
	Iteration 107Q: 3 clusters Score -2.057704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 147846 members 
Entering Unmasked Estep 
Score: -20577040.000000 Penalty: 5909.643066
	Iteration 108Q: 3 clusters Score -2.057704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 147850 members 
Entering Unmasked Estep 
Score: -20577030.000000 Penalty: 5909.643066
	Iteration 109Q: 3 clusters Score -2.057703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 147853 members 
Entering Unmasked Estep 
Score: -20577042.000000 Penalty: 5909.643066
	Iteration 110Q: 3 clusters Score -2.057704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 147854 members 
Entering Unmasked Estep 
Score: -20577032.000000 Penalty: 5909.643066
	Iteration 111Q: 3 clusters Score -2.057703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 147854 members 
Entering Unmasked Estep 
Score: -20577032.000000 Penalty: 5909.643066
	Iteration 112F: 3 clusters Score -2.057703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -163255.062500 Penalty: 1765.669678
	Iteration 0F: 2 clusters Score -163255.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -161211.312500 Penalty: 3531.339355
	Iteration 0F: 3 clusters Score -161211.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -161715.265625 Penalty: 3531.339355
	Iteration 1F: 3 clusters Score -161715.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -161842.375000 Penalty: 3531.339355
	Iteration 2F: 3 clusters Score -161842.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -161911.203125 Penalty: 3531.339355
	Iteration 3Q: 3 clusters Score -161911.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -161965.109375 Penalty: 3531.339355
	Iteration 4Q: 3 clusters Score -161965.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -162002.968750 Penalty: 3531.339355
	Iteration 5Q: 3 clusters Score -162003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -162038.109375 Penalty: 3531.339355
	Iteration 6Q: 3 clusters Score -162038.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -162062.250000 Penalty: 3531.339355
	Iteration 7Q: 3 clusters Score -162062.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -162097.484375 Penalty: 3531.339355
	Iteration 8Q: 3 clusters Score -162097.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -162123.546875 Penalty: 3531.339355
	Iteration 9Q: 3 clusters Score -162123.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -162148.781250 Penalty: 3531.339355
	Iteration 10Q: 3 clusters Score -162148.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -162165.000000 Penalty: 3531.339355
	Iteration 11Q: 3 clusters Score -162165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -162181.843750 Penalty: 3531.339355
	Iteration 12Q: 3 clusters Score -162181.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -162204.093750 Penalty: 3531.339355
	Iteration 13Q: 3 clusters Score -162204.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -162222.015625 Penalty: 3531.339355
	Iteration 14Q: 3 clusters Score -162222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -162231.093750 Penalty: 3531.339355
	Iteration 15Q: 3 clusters Score -162231.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -162240.859375 Penalty: 3531.339355
	Iteration 16Q: 3 clusters Score -162240.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -162250.937500 Penalty: 3531.339355
	Iteration 17Q: 3 clusters Score -162250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -162253.406250 Penalty: 3531.339355
	Iteration 18Q: 3 clusters Score -162253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -162256.656250 Penalty: 3531.339355
	Iteration 19Q: 3 clusters Score -162256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -162273.984375 Penalty: 3531.339355
	Iteration 20F: 3 clusters Score -162274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -162311.468750 Penalty: 3531.339355
	Iteration 21Q: 3 clusters Score -162311.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -162333.437500 Penalty: 3531.339355
	Iteration 22Q: 3 clusters Score -162333.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -162346.953125 Penalty: 3531.339355
	Iteration 23Q: 3 clusters Score -162347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -162367.437500 Penalty: 3531.339355
	Iteration 24Q: 3 clusters Score -162367.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -162388.937500 Penalty: 3531.339355
	Iteration 25Q: 3 clusters Score -162388.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -162403.390625 Penalty: 3531.339355
	Iteration 26Q: 3 clusters Score -162403.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -162415.875000 Penalty: 3531.339355
	Iteration 27Q: 3 clusters Score -162415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -162422.015625 Penalty: 3531.339355
	Iteration 28Q: 3 clusters Score -162422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -162425.171875 Penalty: 3531.339355
	Iteration 29Q: 3 clusters Score -162425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -162428.671875 Penalty: 3531.339355
	Iteration 30Q: 3 clusters Score -162428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -162429.937500 Penalty: 3531.339355
	Iteration 31Q: 3 clusters Score -162429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -162431.437500 Penalty: 3531.339355
	Iteration 32F: 3 clusters Score -162431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -162441.562500 Penalty: 3531.339355
	Iteration 33Q: 3 clusters Score -162441.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -162446.734375 Penalty: 3531.339355
	Iteration 34Q: 3 clusters Score -162446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -162450.015625 Penalty: 3531.339355
	Iteration 35Q: 3 clusters Score -162450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -162450.015625 Penalty: 3531.339355
	Iteration 36F: 3 clusters Score -162450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -501581.937500 Penalty: 2050.454590
	Iteration 0F: 2 clusters Score -501581.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -497738.343750 Penalty: 4100.909180
	Iteration 0F: 3 clusters Score -497738.3 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -498656.156250 Penalty: 4100.909180
	Iteration 1F: 3 clusters Score -498656.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -498845.062500 Penalty: 4100.909180
	Iteration 2F: 3 clusters Score -498845.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -498956.968750 Penalty: 4100.909180
	Iteration 3Q: 3 clusters Score -498957 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -499042.593750 Penalty: 4100.909180
	Iteration 4Q: 3 clusters Score -499042.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -499122.656250 Penalty: 4100.909180
	Iteration 5Q: 3 clusters Score -499122.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -499182.656250 Penalty: 4100.909180
	Iteration 6Q: 3 clusters Score -499182.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -499239.500000 Penalty: 4100.909180
	Iteration 7Q: 3 clusters Score -499239.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -499288.937500 Penalty: 4100.909180
	Iteration 8Q: 3 clusters Score -499288.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -499327.500000 Penalty: 4100.909180
	Iteration 9Q: 3 clusters Score -499327.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -499363.375000 Penalty: 4100.909180
	Iteration 10Q: 3 clusters Score -499363.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -499402.093750 Penalty: 4100.909180
	Iteration 11Q: 3 clusters Score -499402.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -499447.468750 Penalty: 4100.909180
	Iteration 12Q: 3 clusters Score -499447.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -499487.062500 Penalty: 4100.909180
	Iteration 13Q: 3 clusters Score -499487.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -499523.375000 Penalty: 4100.909180
	Iteration 14Q: 3 clusters Score -499523.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -499550.687500 Penalty: 4100.909180
	Iteration 15Q: 3 clusters Score -499550.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -499578.031250 Penalty: 4100.909180
	Iteration 16Q: 3 clusters Score -499578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -499599.750000 Penalty: 4100.909180
	Iteration 17Q: 3 clusters Score -499599.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -499618.718750 Penalty: 4100.909180
	Iteration 18Q: 3 clusters Score -499618.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -499634.375000 Penalty: 4100.909180
	Iteration 19Q: 3 clusters Score -499634.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -499645.843750 Penalty: 4100.909180
	Iteration 20F: 3 clusters Score -499645.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -499657.406250 Penalty: 4100.909180
	Iteration 21Q: 3 clusters Score -499657.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -499664.093750 Penalty: 4100.909180
	Iteration 22Q: 3 clusters Score -499664.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -499669.437500 Penalty: 4100.909180
	Iteration 23Q: 3 clusters Score -499669.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -499674.750000 Penalty: 4100.909180
	Iteration 24Q: 3 clusters Score -499674.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -499679.375000 Penalty: 4100.909180
	Iteration 25Q: 3 clusters Score -499679.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -499683.218750 Penalty: 4100.909180
	Iteration 26Q: 3 clusters Score -499683.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -499686.375000 Penalty: 4100.909180
	Iteration 27Q: 3 clusters Score -499686.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -499689.562500 Penalty: 4100.909180
	Iteration 28Q: 3 clusters Score -499689.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -499693.531250 Penalty: 4100.909180
	Iteration 29Q: 3 clusters Score -499693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -499695.437500 Penalty: 4100.909180
	Iteration 30Q: 3 clusters Score -499695.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -499699.312500 Penalty: 4100.909180
	Iteration 31Q: 3 clusters Score -499699.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -499703.281250 Penalty: 4100.909180
	Iteration 32Q: 3 clusters Score -499703.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -499711.656250 Penalty: 4100.909180
	Iteration 33Q: 3 clusters Score -499711.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -499719.281250 Penalty: 4100.909180
	Iteration 34Q: 3 clusters Score -499719.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -499727.312500 Penalty: 4100.909180
	Iteration 35Q: 3 clusters Score -499727.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -499733.312500 Penalty: 4100.909180
	Iteration 36Q: 3 clusters Score -499733.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -499738.500000 Penalty: 4100.909180
	Iteration 37Q: 3 clusters Score -499738.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -499740.406250 Penalty: 4100.909180
	Iteration 38Q: 3 clusters Score -499740.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -499745.750000 Penalty: 4100.909180
	Iteration 39Q: 3 clusters Score -499745.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -499750.781250 Penalty: 4100.909180
	Iteration 40F: 3 clusters Score -499750.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -499755.687500 Penalty: 4100.909180
	Iteration 41Q: 3 clusters Score -499755.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -499762.468750 Penalty: 4100.909180
	Iteration 42Q: 3 clusters Score -499762.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -499769.312500 Penalty: 4100.909180
	Iteration 43Q: 3 clusters Score -499769.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -499776.093750 Penalty: 4100.909180
	Iteration 44Q: 3 clusters Score -499776.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -499784.468750 Penalty: 4100.909180
	Iteration 45Q: 3 clusters Score -499784.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -499792.250000 Penalty: 4100.909180
	Iteration 46Q: 3 clusters Score -499792.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -499798.812500 Penalty: 4100.909180
	Iteration 47Q: 3 clusters Score -499798.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -499805.093750 Penalty: 4100.909180
	Iteration 48Q: 3 clusters Score -499805.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -499809.812500 Penalty: 4100.909180
	Iteration 49Q: 3 clusters Score -499809.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -499818.718750 Penalty: 4100.909180
	Iteration 50Q: 3 clusters Score -499818.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -499825.062500 Penalty: 4100.909180
	Iteration 51Q: 3 clusters Score -499825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -499831.031250 Penalty: 4100.909180
	Iteration 52Q: 3 clusters Score -499831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -499832.687500 Penalty: 4100.909180
	Iteration 53Q: 3 clusters Score -499832.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -499834.093750 Penalty: 4100.909180
	Iteration 54Q: 3 clusters Score -499834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -499836.281250 Penalty: 4100.909180
	Iteration 55Q: 3 clusters Score -499836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -499836.875000 Penalty: 4100.909180
	Iteration 56Q: 3 clusters Score -499836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -499838.406250 Penalty: 4100.909180
	Iteration 57Q: 3 clusters Score -499838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -499839.687500 Penalty: 4100.909180
	Iteration 58Q: 3 clusters Score -499839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -499840.062500 Penalty: 4100.909180
	Iteration 59Q: 3 clusters Score -499840.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -499839.500000 Penalty: 4100.909180
	Iteration 60F: 3 clusters Score -499839.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -499839.968750 Penalty: 4100.909180
	Iteration 61Q: 3 clusters Score -499840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -499839.875000 Penalty: 4100.909180
	Iteration 62Q: 3 clusters Score -499839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -499841.187500 Penalty: 4100.909180
	Iteration 63Q: 3 clusters Score -499841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -499841.187500 Penalty: 4100.909180
	Iteration 64F: 3 clusters Score -499841.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174300 members 
Entering Unmasked Estep 
Score: -24021318.000000 Penalty: 2992.996094
	Iteration 0F: 2 clusters Score -2.402132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 87090 members 
Entering Unmasked Estep 
Score: -23907534.000000 Penalty: 5985.992188
	Iteration 0F: 3 clusters Score -2.390753e+07 nChanged 83711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
Score: -23956026.000000 Penalty: 5985.992188
	Iteration 1F: 3 clusters Score -2.395603e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -23956784.000000 Penalty: 5985.992188
	Iteration 2Q: 3 clusters Score -2.395678e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -23957740.000000 Penalty: 5985.992188
	Iteration 3Q: 3 clusters Score -2.395774e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93760 members 
Mstep: Class 2 contains 80540 members 
Entering Unmasked Estep 
Score: -23959026.000000 Penalty: 5985.992188
	Iteration 4Q: 3 clusters Score -2.395903e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -23961360.000000 Penalty: 5985.992188
	Iteration 5Q: 3 clusters Score -2.396136e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -23965442.000000 Penalty: 5985.992188
	Iteration 6Q: 3 clusters Score -2.396544e+07 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112310 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -23972610.000000 Penalty: 5985.992188
	Iteration 7F: 3 clusters Score -2.397261e+07 nChanged 13960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123302 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -23984256.000000 Penalty: 5985.992188
	Iteration 8F: 3 clusters Score -2.398426e+07 nChanged 13723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134181 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -23998054.000000 Penalty: 5985.992188
	Iteration 9F: 3 clusters Score -2.399805e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141524 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -24010254.000000 Penalty: 5985.992188
	Iteration 10F: 3 clusters Score -2.401025e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -24015874.000000 Penalty: 5985.992188
	Iteration 11Q: 3 clusters Score -2.401587e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146931 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -24018074.000000 Penalty: 5985.992188
	Iteration 12Q: 3 clusters Score -2.401807e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148583 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -24019092.000000 Penalty: 5985.992188
	Iteration 13Q: 3 clusters Score -2.401909e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150140 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -24019804.000000 Penalty: 5985.992188
	Iteration 14Q: 3 clusters Score -2.40198e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151473 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -24020080.000000 Penalty: 5985.992188
	Iteration 15Q: 3 clusters Score -2.402008e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152723 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -24020230.000000 Penalty: 5985.992188
	Iteration 16Q: 3 clusters Score -2.402023e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153783 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -24020294.000000 Penalty: 5985.992188
	Iteration 17Q: 3 clusters Score -2.402029e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154787 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -24020270.000000 Penalty: 5985.992188
	Iteration 18Q: 3 clusters Score -2.402027e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155714 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -24020356.000000 Penalty: 5985.992188
	Iteration 19Q: 3 clusters Score -2.402036e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156529 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -24020422.000000 Penalty: 5985.992188
	Iteration 20F: 3 clusters Score -2.402042e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157333 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -24020526.000000 Penalty: 5985.992188
	Iteration 21Q: 3 clusters Score -2.402053e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158044 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -24020416.000000 Penalty: 5985.992188
	Iteration 22Q: 3 clusters Score -2.402042e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158765 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -24020348.000000 Penalty: 5985.992188
	Iteration 23Q: 3 clusters Score -2.402035e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159456 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -24020308.000000 Penalty: 5985.992188
	Iteration 24Q: 3 clusters Score -2.402031e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160132 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -24020220.000000 Penalty: 5985.992188
	Iteration 25Q: 3 clusters Score -2.402022e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160778 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -24020138.000000 Penalty: 5985.992188
	Iteration 26Q: 3 clusters Score -2.402014e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161421 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -24020082.000000 Penalty: 5985.992188
	Iteration 27Q: 3 clusters Score -2.402008e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162019 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -24020096.000000 Penalty: 5985.992188
	Iteration 28Q: 3 clusters Score -2.40201e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162545 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -24020134.000000 Penalty: 5985.992188
	Iteration 29Q: 3 clusters Score -2.402013e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163053 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -24020082.000000 Penalty: 5985.992188
	Iteration 30Q: 3 clusters Score -2.402008e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163532 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -24020114.000000 Penalty: 5985.992188
	Iteration 31Q: 3 clusters Score -2.402011e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -24020008.000000 Penalty: 5985.992188
	Iteration 32Q: 3 clusters Score -2.402001e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164418 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -24020060.000000 Penalty: 5985.992188
	Iteration 33Q: 3 clusters Score -2.402006e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164813 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -24020048.000000 Penalty: 5985.992188
	Iteration 34Q: 3 clusters Score -2.402005e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165201 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -24020028.000000 Penalty: 5985.992188
	Iteration 35Q: 3 clusters Score -2.402003e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165563 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -24019950.000000 Penalty: 5985.992188
	Iteration 36Q: 3 clusters Score -2.401995e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165884 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -24020018.000000 Penalty: 5985.992188
	Iteration 37Q: 3 clusters Score -2.402002e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166193 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -24020036.000000 Penalty: 5985.992188
	Iteration 38Q: 3 clusters Score -2.402004e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166466 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -24020038.000000 Penalty: 5985.992188
	Iteration 39Q: 3 clusters Score -2.402004e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166745 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -24020110.000000 Penalty: 5985.992188
	Iteration 40F: 3 clusters Score -2.402011e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166987 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -24020054.000000 Penalty: 5985.992188
	Iteration 41Q: 3 clusters Score -2.402005e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167237 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -24020040.000000 Penalty: 5985.992188
	Iteration 42Q: 3 clusters Score -2.402004e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167458 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -24019980.000000 Penalty: 5985.992188
	Iteration 43Q: 3 clusters Score -2.401998e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -24019956.000000 Penalty: 5985.992188
	Iteration 44Q: 3 clusters Score -2.401996e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167893 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -24019914.000000 Penalty: 5985.992188
	Iteration 45Q: 3 clusters Score -2.401991e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168098 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -24019880.000000 Penalty: 5985.992188
	Iteration 46Q: 3 clusters Score -2.401988e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168289 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -24019858.000000 Penalty: 5985.992188
	Iteration 47Q: 3 clusters Score -2.401986e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168469 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -24019828.000000 Penalty: 5985.992188
	Iteration 48Q: 3 clusters Score -2.401983e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168607 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -24019884.000000 Penalty: 5985.992188
	Iteration 49Q: 3 clusters Score -2.401988e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168746 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -24019938.000000 Penalty: 5985.992188
	Iteration 50Q: 3 clusters Score -2.401994e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -24019896.000000 Penalty: 5985.992188
	Iteration 51Q: 3 clusters Score -2.40199e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168966 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -24019858.000000 Penalty: 5985.992188
	Iteration 52Q: 3 clusters Score -2.401986e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169079 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -24019854.000000 Penalty: 5985.992188
	Iteration 53Q: 3 clusters Score -2.401985e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169207 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -24019850.000000 Penalty: 5985.992188
	Iteration 54Q: 3 clusters Score -2.401985e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169324 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -24019818.000000 Penalty: 5985.992188
	Iteration 55Q: 3 clusters Score -2.401982e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -24019846.000000 Penalty: 5985.992188
	Iteration 56Q: 3 clusters Score -2.401985e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169547 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -24019856.000000 Penalty: 5985.992188
	Iteration 57Q: 3 clusters Score -2.401986e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169646 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -24019832.000000 Penalty: 5985.992188
	Iteration 58Q: 3 clusters Score -2.401983e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169744 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -24019844.000000 Penalty: 5985.992188
	Iteration 59Q: 3 clusters Score -2.401984e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -24019834.000000 Penalty: 5985.992188
	Iteration 60F: 3 clusters Score -2.401983e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169884 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -24019822.000000 Penalty: 5985.992188
	Iteration 61Q: 3 clusters Score -2.401982e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169944 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -24019770.000000 Penalty: 5985.992188
	Iteration 62Q: 3 clusters Score -2.401977e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170006 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -24019774.000000 Penalty: 5985.992188
	Iteration 63Q: 3 clusters Score -2.401977e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170059 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -24019720.000000 Penalty: 5985.992188
	Iteration 64Q: 3 clusters Score -2.401972e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -24019718.000000 Penalty: 5985.992188
	Iteration 65Q: 3 clusters Score -2.401972e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170159 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -24019730.000000 Penalty: 5985.992188
	Iteration 66Q: 3 clusters Score -2.401973e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170213 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -24019752.000000 Penalty: 5985.992188
	Iteration 67Q: 3 clusters Score -2.401975e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170266 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -24019730.000000 Penalty: 5985.992188
	Iteration 68Q: 3 clusters Score -2.401973e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170314 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -24019694.000000 Penalty: 5985.992188
	Iteration 69Q: 3 clusters Score -2.401969e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170352 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -24019708.000000 Penalty: 5985.992188
	Iteration 70Q: 3 clusters Score -2.401971e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170393 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -24019704.000000 Penalty: 5985.992188
	Iteration 71Q: 3 clusters Score -2.40197e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170440 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -24019688.000000 Penalty: 5985.992188
	Iteration 72Q: 3 clusters Score -2.401969e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170495 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -24019694.000000 Penalty: 5985.992188
	Iteration 73Q: 3 clusters Score -2.401969e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170553 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -24019706.000000 Penalty: 5985.992188
	Iteration 74Q: 3 clusters Score -2.401971e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170605 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -24019728.000000 Penalty: 5985.992188
	Iteration 75Q: 3 clusters Score -2.401973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170644 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -24019698.000000 Penalty: 5985.992188
	Iteration 76Q: 3 clusters Score -2.40197e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170684 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -24019654.000000 Penalty: 5985.992188
	Iteration 77Q: 3 clusters Score -2.401965e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170722 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -24019640.000000 Penalty: 5985.992188
	Iteration 78Q: 3 clusters Score -2.401964e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170754 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -24019632.000000 Penalty: 5985.992188
	Iteration 79Q: 3 clusters Score -2.401963e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170797 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -24019612.000000 Penalty: 5985.992188
	Iteration 80F: 3 clusters Score -2.401961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170830 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -24019608.000000 Penalty: 5985.992188
	Iteration 81Q: 3 clusters Score -2.401961e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170858 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -24019624.000000 Penalty: 5985.992188
	Iteration 82Q: 3 clusters Score -2.401962e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170881 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -24019632.000000 Penalty: 5985.992188
	Iteration 83Q: 3 clusters Score -2.401963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170901 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -24019598.000000 Penalty: 5985.992188
	Iteration 84Q: 3 clusters Score -2.40196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170912 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -24019620.000000 Penalty: 5985.992188
	Iteration 85Q: 3 clusters Score -2.401962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170927 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -24019612.000000 Penalty: 5985.992188
	Iteration 86Q: 3 clusters Score -2.401961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170936 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -24019598.000000 Penalty: 5985.992188
	Iteration 87Q: 3 clusters Score -2.40196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -24019594.000000 Penalty: 5985.992188
	Iteration 88Q: 3 clusters Score -2.401959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170948 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -24019596.000000 Penalty: 5985.992188
	Iteration 89Q: 3 clusters Score -2.40196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170953 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -24019596.000000 Penalty: 5985.992188
	Iteration 90Q: 3 clusters Score -2.40196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170956 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -24019604.000000 Penalty: 5985.992188
	Iteration 91Q: 3 clusters Score -2.40196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170960 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -24019608.000000 Penalty: 5985.992188
	Iteration 92Q: 3 clusters Score -2.401961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170962 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -24019620.000000 Penalty: 5985.992188
	Iteration 93Q: 3 clusters Score -2.401962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -24019606.000000 Penalty: 5985.992188
	Iteration 94Q: 3 clusters Score -2.401961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170969 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -24019612.000000 Penalty: 5985.992188
	Iteration 95Q: 3 clusters Score -2.401961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170975 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -24019612.000000 Penalty: 5985.992188
	Iteration 96Q: 3 clusters Score -2.401961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170983 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -24019606.000000 Penalty: 5985.992188
	Iteration 97Q: 3 clusters Score -2.401961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -24019600.000000 Penalty: 5985.992188
	Iteration 98Q: 3 clusters Score -2.40196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171002 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -24019608.000000 Penalty: 5985.992188
	Iteration 99Q: 3 clusters Score -2.401961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171015 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -24019590.000000 Penalty: 5985.992188
	Iteration 100F: 3 clusters Score -2.401959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171029 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -24019584.000000 Penalty: 5985.992188
	Iteration 101Q: 3 clusters Score -2.401958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171049 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -24019586.000000 Penalty: 5985.992188
	Iteration 102Q: 3 clusters Score -2.401959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171068 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -24019566.000000 Penalty: 5985.992188
	Iteration 103Q: 3 clusters Score -2.401957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171083 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -24019554.000000 Penalty: 5985.992188
	Iteration 104Q: 3 clusters Score -2.401955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171104 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -24019534.000000 Penalty: 5985.992188
	Iteration 105Q: 3 clusters Score -2.401953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171129 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -24019548.000000 Penalty: 5985.992188
	Iteration 106Q: 3 clusters Score -2.401955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171151 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -24019554.000000 Penalty: 5985.992188
	Iteration 107Q: 3 clusters Score -2.401955e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171176 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -24019550.000000 Penalty: 5985.992188
	Iteration 108Q: 3 clusters Score -2.401955e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -24019544.000000 Penalty: 5985.992188
	Iteration 109Q: 3 clusters Score -2.401954e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171247 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -24019520.000000 Penalty: 5985.992188
	Iteration 110Q: 3 clusters Score -2.401952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -24019538.000000 Penalty: 5985.992188
	Iteration 111Q: 3 clusters Score -2.401954e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171323 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -24019536.000000 Penalty: 5985.992188
	Iteration 112Q: 3 clusters Score -2.401954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171358 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -24019504.000000 Penalty: 5985.992188
	Iteration 113Q: 3 clusters Score -2.40195e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171388 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -24019504.000000 Penalty: 5985.992188
	Iteration 114Q: 3 clusters Score -2.40195e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171416 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -24019506.000000 Penalty: 5985.992188
	Iteration 115Q: 3 clusters Score -2.401951e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171444 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -24019482.000000 Penalty: 5985.992188
	Iteration 116Q: 3 clusters Score -2.401948e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171474 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -24019500.000000 Penalty: 5985.992188
	Iteration 117Q: 3 clusters Score -2.40195e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171498 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -24019504.000000 Penalty: 5985.992188
	Iteration 118Q: 3 clusters Score -2.40195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171524 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -24019490.000000 Penalty: 5985.992188
	Iteration 119Q: 3 clusters Score -2.401949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171544 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -24019500.000000 Penalty: 5985.992188
	Iteration 120F: 3 clusters Score -2.40195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171565 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -24019488.000000 Penalty: 5985.992188
	Iteration 121Q: 3 clusters Score -2.401949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171584 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -24019482.000000 Penalty: 5985.992188
	Iteration 122Q: 3 clusters Score -2.401948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171603 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -24019470.000000 Penalty: 5985.992188
	Iteration 123Q: 3 clusters Score -2.401947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171625 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -24019480.000000 Penalty: 5985.992188
	Iteration 124Q: 3 clusters Score -2.401948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171643 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -24019458.000000 Penalty: 5985.992188
	Iteration 125Q: 3 clusters Score -2.401946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171659 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -24019458.000000 Penalty: 5985.992188
	Iteration 126Q: 3 clusters Score -2.401946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171673 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -24019444.000000 Penalty: 5985.992188
	Iteration 127Q: 3 clusters Score -2.401944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171686 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -24019446.000000 Penalty: 5985.992188
	Iteration 128Q: 3 clusters Score -2.401945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171703 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -24019436.000000 Penalty: 5985.992188
	Iteration 129Q: 3 clusters Score -2.401944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171719 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -24019438.000000 Penalty: 5985.992188
	Iteration 130Q: 3 clusters Score -2.401944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171730 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -24019454.000000 Penalty: 5985.992188
	Iteration 131Q: 3 clusters Score -2.401945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171738 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -24019464.000000 Penalty: 5985.992188
	Iteration 132Q: 3 clusters Score -2.401946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -24019452.000000 Penalty: 5985.992188
	Iteration 133Q: 3 clusters Score -2.401945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171746 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -24019454.000000 Penalty: 5985.992188
	Iteration 134Q: 3 clusters Score -2.401945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171751 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -24019438.000000 Penalty: 5985.992188
	Iteration 135Q: 3 clusters Score -2.401944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171755 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -24019434.000000 Penalty: 5985.992188
	Iteration 136Q: 3 clusters Score -2.401943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171758 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -24019450.000000 Penalty: 5985.992188
	Iteration 137Q: 3 clusters Score -2.401945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171759 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -24019460.000000 Penalty: 5985.992188
	Iteration 138Q: 3 clusters Score -2.401946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171760 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -24019454.000000 Penalty: 5985.992188
	Iteration 139Q: 3 clusters Score -2.401945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171763 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -24019452.000000 Penalty: 5985.992188
	Iteration 140F: 3 clusters Score -2.401945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171766 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -24019438.000000 Penalty: 5985.992188
	Iteration 141Q: 3 clusters Score -2.401944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171771 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -24019436.000000 Penalty: 5985.992188
	Iteration 142Q: 3 clusters Score -2.401944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171775 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -24019438.000000 Penalty: 5985.992188
	Iteration 143Q: 3 clusters Score -2.401944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171775 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -24019432.000000 Penalty: 5985.992188
	Iteration 144Q: 3 clusters Score -2.401943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171778 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -24019420.000000 Penalty: 5985.992188
	Iteration 145Q: 3 clusters Score -2.401942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171782 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -24019418.000000 Penalty: 5985.992188
	Iteration 146Q: 3 clusters Score -2.401942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171787 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -24019438.000000 Penalty: 5985.992188
	Iteration 147Q: 3 clusters Score -2.401944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171790 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -24019436.000000 Penalty: 5985.992188
	Iteration 148Q: 3 clusters Score -2.401944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171791 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -24019442.000000 Penalty: 5985.992188
	Iteration 149Q: 3 clusters Score -2.401944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171791 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -24019442.000000 Penalty: 5985.992188
	Iteration 150F: 3 clusters Score -2.401944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89574 members 
Mstep: Class 4 contains 157918 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 37462 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 106239 members 
Mstep: Class 9 contains 42967 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 2531 members 
Mstep: Class 15 contains 52972 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149433 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 3897 members 
Mstep: Class 22 contains 174300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449856.000000 Penalty: 72024.632812
Iteration 79Q: 22 clusters Score -1.374499e+08 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 152563 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89635 members 
Mstep: Class 4 contains 158008 members 
Mstep: Class 5 contains 3883 members 
Mstep: Class 6 contains 37452 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 106115 members 
Mstep: Class 9 contains 43104 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1363 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 2783 members 
Mstep: Class 15 contains 52983 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149527 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 33224 members 
Mstep: Class 20 contains 3905 members 
Mstep: Class 22 contains 174116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451024.000000 Penalty: 72024.632812
Iteration 80F: 22 clusters Score -1.37451e+08 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89698 members 
Mstep: Class 4 contains 158123 members 
Mstep: Class 5 contains 3903 members 
Mstep: Class 6 contains 37448 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 106001 members 
Mstep: Class 9 contains 43231 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 2929 members 
Mstep: Class 15 contains 52972 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149517 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 33013 members 
Mstep: Class 20 contains 3906 members 
Mstep: Class 22 contains 173990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451392.000000 Penalty: 72024.632812
Iteration 81Q: 22 clusters Score -1.374514e+08 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152715 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89742 members 
Mstep: Class 4 contains 158215 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 6 contains 37446 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 105915 members 
Mstep: Class 9 contains 43346 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1205 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3042 members 
Mstep: Class 15 contains 52972 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149513 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32837 members 
Mstep: Class 20 contains 3924 members 
Mstep: Class 22 contains 173872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451792.000000 Penalty: 72024.632812
Iteration 82Q: 22 clusters Score -1.374518e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152760 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89783 members 
Mstep: Class 4 contains 158318 members 
Mstep: Class 5 contains 3924 members 
Mstep: Class 6 contains 37440 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 105858 members 
Mstep: Class 9 contains 43468 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 52973 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149483 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32671 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 22 contains 173769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452064.000000 Penalty: 72024.632812
Iteration 83Q: 22 clusters Score -1.374521e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152838 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89814 members 
Mstep: Class 4 contains 158430 members 
Mstep: Class 5 contains 3932 members 
Mstep: Class 6 contains 37434 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 105777 members 
Mstep: Class 9 contains 43564 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3159 members 
Mstep: Class 15 contains 52989 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149456 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32539 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 22 contains 173645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452384.000000 Penalty: 72024.632812
Iteration 84Q: 22 clusters Score -1.374524e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152879 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89844 members 
Mstep: Class 4 contains 158498 members 
Mstep: Class 5 contains 3938 members 
Mstep: Class 6 contains 37418 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 105687 members 
Mstep: Class 9 contains 43657 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 53008 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149399 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32472 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 22 contains 173595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452624.000000 Penalty: 72024.632812
Iteration 85Q: 22 clusters Score -1.374526e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152915 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89862 members 
Mstep: Class 4 contains 158595 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 37410 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 105608 members 
Mstep: Class 9 contains 43725 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3211 members 
Mstep: Class 15 contains 53025 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149358 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32391 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 22 contains 173546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452688.000000 Penalty: 72024.632812
Iteration 86Q: 22 clusters Score -1.374527e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152958 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89866 members 
Mstep: Class 4 contains 158664 members 
Mstep: Class 5 contains 3960 members 
Mstep: Class 6 contains 37409 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 105524 members 
Mstep: Class 9 contains 43789 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 53022 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149340 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32328 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 22 contains 173515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452576.000000 Penalty: 72024.632812
Iteration 87Q: 22 clusters Score -1.374526e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152983 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89871 members 
Mstep: Class 4 contains 158730 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 37412 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 105431 members 
Mstep: Class 9 contains 43850 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3230 members 
Mstep: Class 15 contains 53034 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149326 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32289 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 22 contains 173465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452832.000000 Penalty: 72024.632812
Iteration 88Q: 22 clusters Score -1.374528e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152997 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89909 members 
Mstep: Class 4 contains 158792 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 37419 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 105343 members 
Mstep: Class 9 contains 43900 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3239 members 
Mstep: Class 15 contains 53052 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149316 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32260 members 
Mstep: Class 20 contains 3940 members 
Mstep: Class 22 contains 173393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453040.000000 Penalty: 72024.632812
Iteration 89Q: 22 clusters Score -1.37453e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152985 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89925 members 
Mstep: Class 4 contains 158852 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 37421 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 105260 members 
Mstep: Class 9 contains 43948 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3243 members 
Mstep: Class 15 contains 53080 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149324 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32236 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 22 contains 173336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453248.000000 Penalty: 72024.632812
Iteration 90Q: 22 clusters Score -1.374532e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152976 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89943 members 
Mstep: Class 4 contains 158912 members 
Mstep: Class 5 contains 4002 members 
Mstep: Class 6 contains 37410 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 105153 members 
Mstep: Class 9 contains 43997 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 53097 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149344 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32219 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 22 contains 173302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453136.000000 Penalty: 72024.632812
Iteration 91Q: 22 clusters Score -1.374531e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152970 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89967 members 
Mstep: Class 4 contains 158947 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 37396 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 105065 members 
Mstep: Class 9 contains 44029 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 53107 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149377 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32203 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 22 contains 173282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453232.000000 Penalty: 72024.632812
Iteration 92Q: 22 clusters Score -1.374532e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 89982 members 
Mstep: Class 4 contains 158962 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 37386 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104999 members 
Mstep: Class 9 contains 44068 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 53110 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149403 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32186 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 22 contains 173266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453488.000000 Penalty: 72024.632812
Iteration 93Q: 22 clusters Score -1.374535e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90012 members 
Mstep: Class 4 contains 158977 members 
Mstep: Class 5 contains 4031 members 
Mstep: Class 6 contains 37377 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104944 members 
Mstep: Class 9 contains 44105 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 53119 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149382 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32159 members 
Mstep: Class 20 contains 3940 members 
Mstep: Class 22 contains 173283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453392.000000 Penalty: 72024.632812
Iteration 94Q: 22 clusters Score -1.374534e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152963 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90025 members 
Mstep: Class 4 contains 158988 members 
Mstep: Class 5 contains 4041 members 
Mstep: Class 6 contains 37373 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104884 members 
Mstep: Class 9 contains 44132 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 53118 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149353 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32150 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 22 contains 173322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453568.000000 Penalty: 72024.632812
Iteration 95Q: 22 clusters Score -1.374536e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90041 members 
Mstep: Class 4 contains 158990 members 
Mstep: Class 5 contains 4048 members 
Mstep: Class 6 contains 37369 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104834 members 
Mstep: Class 9 contains 44162 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 15 contains 53116 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149323 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32137 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 22 contains 173363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453792.000000 Penalty: 72024.632812
Iteration 96Q: 22 clusters Score -1.374538e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152920 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90069 members 
Mstep: Class 4 contains 158984 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 37368 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104772 members 
Mstep: Class 9 contains 44195 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 53125 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149306 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32128 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 22 contains 173409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453632.000000 Penalty: 72024.632812
Iteration 97Q: 22 clusters Score -1.374536e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152894 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90091 members 
Mstep: Class 4 contains 158980 members 
Mstep: Class 5 contains 4057 members 
Mstep: Class 6 contains 37363 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104731 members 
Mstep: Class 9 contains 44217 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 53133 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149318 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32112 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 22 contains 173435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453728.000000 Penalty: 72024.632812
Iteration 98Q: 22 clusters Score -1.374537e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152867 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90113 members 
Mstep: Class 4 contains 158940 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 37361 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104687 members 
Mstep: Class 9 contains 44237 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3284 members 
Mstep: Class 15 contains 53147 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149341 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32096 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 22 contains 173481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453504.000000 Penalty: 72024.632812
Iteration 99Q: 22 clusters Score -1.374535e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90139 members 
Mstep: Class 4 contains 158940 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 37355 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104635 members 
Mstep: Class 9 contains 44240 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 15 contains 53168 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149346 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32085 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 22 contains 173521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453568.000000 Penalty: 72024.632812
Iteration 100F: 22 clusters Score -1.374536e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152810 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90161 members 
Mstep: Class 4 contains 158948 members 
Mstep: Class 5 contains 4061 members 
Mstep: Class 6 contains 37352 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104576 members 
Mstep: Class 9 contains 44247 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 53186 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149359 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32078 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 22 contains 173556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453616.000000 Penalty: 72024.632812
Iteration 101Q: 22 clusters Score -1.374536e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152796 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90166 members 
Mstep: Class 4 contains 158949 members 
Mstep: Class 5 contains 4062 members 
Mstep: Class 6 contains 37346 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104523 members 
Mstep: Class 9 contains 44256 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3297 members 
Mstep: Class 15 contains 53198 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149374 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32072 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 22 contains 173589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453664.000000 Penalty: 72024.632812
Iteration 102Q: 22 clusters Score -1.374537e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152787 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90168 members 
Mstep: Class 4 contains 158943 members 
Mstep: Class 5 contains 4065 members 
Mstep: Class 6 contains 37338 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104485 members 
Mstep: Class 9 contains 44268 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 53210 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149371 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32067 members 
Mstep: Class 20 contains 3927 members 
Mstep: Class 22 contains 173627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453552.000000 Penalty: 72024.632812
Iteration 103Q: 22 clusters Score -1.374536e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152790 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90177 members 
Mstep: Class 4 contains 158925 members 
Mstep: Class 5 contains 4069 members 
Mstep: Class 6 contains 37337 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104451 members 
Mstep: Class 9 contains 44274 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 15 contains 53220 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149366 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32061 members 
Mstep: Class 20 contains 3927 members 
Mstep: Class 22 contains 173658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453504.000000 Penalty: 72024.632812
Iteration 104Q: 22 clusters Score -1.374535e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152781 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90189 members 
Mstep: Class 4 contains 158915 members 
Mstep: Class 5 contains 4073 members 
Mstep: Class 6 contains 37334 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104420 members 
Mstep: Class 9 contains 44279 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 53230 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149359 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32064 members 
Mstep: Class 20 contains 3926 members 
Mstep: Class 22 contains 173682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453680.000000 Penalty: 72024.632812
Iteration 105Q: 22 clusters Score -1.374537e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152778 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90200 members 
Mstep: Class 4 contains 158904 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 37330 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104398 members 
Mstep: Class 9 contains 44283 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 53238 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149351 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32054 members 
Mstep: Class 20 contains 3926 members 
Mstep: Class 22 contains 173708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453664.000000 Penalty: 72024.632812
Iteration 106Q: 22 clusters Score -1.374537e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152774 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90214 members 
Mstep: Class 4 contains 158888 members 
Mstep: Class 5 contains 4087 members 
Mstep: Class 6 contains 37330 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104385 members 
Mstep: Class 9 contains 44293 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 53246 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149344 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32036 members 
Mstep: Class 20 contains 3926 members 
Mstep: Class 22 contains 173721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453712.000000 Penalty: 72024.632812
Iteration 107Q: 22 clusters Score -1.374537e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152768 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90221 members 
Mstep: Class 4 contains 158870 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 37330 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104376 members 
Mstep: Class 9 contains 44319 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 53256 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149319 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32028 members 
Mstep: Class 20 contains 3925 members 
Mstep: Class 22 contains 173732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453824.000000 Penalty: 72024.632812
Iteration 108Q: 22 clusters Score -1.374538e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152770 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90225 members 
Mstep: Class 4 contains 158852 members 
Mstep: Class 5 contains 4102 members 
Mstep: Class 6 contains 37332 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104359 members 
Mstep: Class 9 contains 44338 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 53262 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149306 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32025 members 
Mstep: Class 20 contains 3925 members 
Mstep: Class 22 contains 173740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453936.000000 Penalty: 72024.632812
Iteration 109Q: 22 clusters Score -1.374539e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90234 members 
Mstep: Class 4 contains 158845 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 37335 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104344 members 
Mstep: Class 9 contains 44345 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 53259 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149285 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32019 members 
Mstep: Class 20 contains 3925 members 
Mstep: Class 22 contains 173767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453776.000000 Penalty: 72024.632812
Iteration 110Q: 22 clusters Score -1.374538e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90239 members 
Mstep: Class 4 contains 158848 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 37336 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104323 members 
Mstep: Class 9 contains 44359 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3329 members 
Mstep: Class 15 contains 53260 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149271 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 32010 members 
Mstep: Class 20 contains 3925 members 
Mstep: Class 22 contains 173799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453888.000000 Penalty: 72024.632812
Iteration 111Q: 22 clusters Score -1.374539e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152726 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90244 members 
Mstep: Class 4 contains 158848 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 37332 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104314 members 
Mstep: Class 9 contains 44377 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3331 members 
Mstep: Class 15 contains 53258 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149257 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31997 members 
Mstep: Class 20 contains 3925 members 
Mstep: Class 22 contains 173820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454000.000000 Penalty: 72024.632812
Iteration 112Q: 22 clusters Score -1.37454e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90249 members 
Mstep: Class 4 contains 158835 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 37333 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104299 members 
Mstep: Class 9 contains 44384 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3335 members 
Mstep: Class 15 contains 53260 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149242 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31989 members 
Mstep: Class 20 contains 3922 members 
Mstep: Class 22 contains 173852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454000.000000 Penalty: 72024.632812
Iteration 113Q: 22 clusters Score -1.37454e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152711 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90260 members 
Mstep: Class 4 contains 158829 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 37339 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104276 members 
Mstep: Class 9 contains 44388 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 15 contains 53256 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149242 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31982 members 
Mstep: Class 20 contains 3921 members 
Mstep: Class 22 contains 173865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454032.000000 Penalty: 72024.632812
Iteration 114Q: 22 clusters Score -1.37454e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90281 members 
Mstep: Class 4 contains 158812 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 37339 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104253 members 
Mstep: Class 9 contains 44395 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3343 members 
Mstep: Class 15 contains 53253 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149245 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31976 members 
Mstep: Class 20 contains 3920 members 
Mstep: Class 22 contains 173874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453904.000000 Penalty: 72024.632812
Iteration 115Q: 22 clusters Score -1.374539e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152688 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90294 members 
Mstep: Class 4 contains 158808 members 
Mstep: Class 5 contains 4172 members 
Mstep: Class 6 contains 37335 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104232 members 
Mstep: Class 9 contains 44399 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 53256 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149247 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31964 members 
Mstep: Class 20 contains 3919 members 
Mstep: Class 22 contains 173894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454016.000000 Penalty: 72024.632812
Iteration 116Q: 22 clusters Score -1.37454e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152668 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90298 members 
Mstep: Class 4 contains 158806 members 
Mstep: Class 5 contains 4178 members 
Mstep: Class 6 contains 37325 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104215 members 
Mstep: Class 9 contains 44409 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 53255 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149251 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31955 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 173923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453936.000000 Penalty: 72024.632812
Iteration 117Q: 22 clusters Score -1.374539e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152654 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90306 members 
Mstep: Class 4 contains 158803 members 
Mstep: Class 5 contains 4183 members 
Mstep: Class 6 contains 37320 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104197 members 
Mstep: Class 9 contains 44416 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3363 members 
Mstep: Class 15 contains 53255 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149250 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31953 members 
Mstep: Class 20 contains 3916 members 
Mstep: Class 22 contains 173942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453984.000000 Penalty: 72024.632812
Iteration 118Q: 22 clusters Score -1.37454e+08 nChanged 206
Entering ConstructFrom: 
Score: -137453984.000000 Penalty: 72024.632812
Entering ConstructFrom: 
Trying to split cluster 1 (152641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152641 members 
Entering Unmasked Estep 
Score: -21090472.000000 Penalty: 2960.089355
	Iteration 0F: 2 clusters Score -2.109047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -20990880.000000 Penalty: 5920.178711
	Iteration 0F: 3 clusters Score -2.099088e+07 nChanged 72893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79710 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -21032976.000000 Penalty: 5920.178711
	Iteration 1F: 3 clusters Score -2.103298e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 71118 members 
Entering Unmasked Estep 
Score: -21034038.000000 Penalty: 5920.178711
	Iteration 2Q: 3 clusters Score -2.103404e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -21035456.000000 Penalty: 5920.178711
	Iteration 3Q: 3 clusters Score -2.103546e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88561 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -21037248.000000 Penalty: 5920.178711
	Iteration 4Q: 3 clusters Score -2.103725e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94907 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -21040622.000000 Penalty: 5920.178711
	Iteration 5Q: 3 clusters Score -2.104062e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103845 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -21046384.000000 Penalty: 5920.178711
	Iteration 6F: 3 clusters Score -2.104638e+07 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -21055760.000000 Penalty: 5920.178711
	Iteration 7F: 3 clusters Score -2.105576e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128491 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -21067368.000000 Penalty: 5920.178711
	Iteration 8F: 3 clusters Score -2.106737e+07 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139529 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -21078164.000000 Penalty: 5920.178711
	Iteration 9F: 3 clusters Score -2.107816e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146654 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -21084040.000000 Penalty: 5920.178711
	Iteration 10Q: 3 clusters Score -2.108404e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150050 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -21086282.000000 Penalty: 5920.178711
	Iteration 11Q: 3 clusters Score -2.108628e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151332 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21087228.000000 Penalty: 5920.178711
	Iteration 12Q: 3 clusters Score -2.108723e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151785 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -21087530.000000 Penalty: 5920.178711
	Iteration 13Q: 3 clusters Score -2.108753e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151961 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -21087678.000000 Penalty: 5920.178711
	Iteration 14Q: 3 clusters Score -2.108768e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21087748.000000 Penalty: 5920.178711
	Iteration 15Q: 3 clusters Score -2.108775e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152098 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -21087816.000000 Penalty: 5920.178711
	Iteration 16Q: 3 clusters Score -2.108782e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152117 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -21087844.000000 Penalty: 5920.178711
	Iteration 17Q: 3 clusters Score -2.108784e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152139 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -21087890.000000 Penalty: 5920.178711
	Iteration 18Q: 3 clusters Score -2.108789e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -21087910.000000 Penalty: 5920.178711
	Iteration 19Q: 3 clusters Score -2.108791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152165 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -21087938.000000 Penalty: 5920.178711
	Iteration 20F: 3 clusters Score -2.108794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152178 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21087962.000000 Penalty: 5920.178711
	Iteration 21Q: 3 clusters Score -2.108796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152180 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21087970.000000 Penalty: 5920.178711
	Iteration 22Q: 3 clusters Score -2.108797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152186 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -21087976.000000 Penalty: 5920.178711
	Iteration 23Q: 3 clusters Score -2.108798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152192 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -21087980.000000 Penalty: 5920.178711
	Iteration 24Q: 3 clusters Score -2.108798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152193 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -21088010.000000 Penalty: 5920.178711
	Iteration 25Q: 3 clusters Score -2.108801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152195 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -21088008.000000 Penalty: 5920.178711
	Iteration 26Q: 3 clusters Score -2.108801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152199 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21088020.000000 Penalty: 5920.178711
	Iteration 27Q: 3 clusters Score -2.108802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152205 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21088012.000000 Penalty: 5920.178711
	Iteration 28Q: 3 clusters Score -2.108801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152205 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21088040.000000 Penalty: 5920.178711
	Iteration 29Q: 3 clusters Score -2.108804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152206 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -21088040.000000 Penalty: 5920.178711
	Iteration 30Q: 3 clusters Score -2.108804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152208 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -21088048.000000 Penalty: 5920.178711
	Iteration 31Q: 3 clusters Score -2.108805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152208 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -21088036.000000 Penalty: 5920.178711
	Iteration 32Q: 3 clusters Score -2.108804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152208 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -21088036.000000 Penalty: 5920.178711
	Iteration 33Q: 3 clusters Score -2.108804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152211 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -21088042.000000 Penalty: 5920.178711
	Iteration 34Q: 3 clusters Score -2.108804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152214 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -21088058.000000 Penalty: 5920.178711
	Iteration 35Q: 3 clusters Score -2.108806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152218 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -21088056.000000 Penalty: 5920.178711
	Iteration 36Q: 3 clusters Score -2.108806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152222 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -21088062.000000 Penalty: 5920.178711
	Iteration 37Q: 3 clusters Score -2.108806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152218 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -21088058.000000 Penalty: 5920.178711
	Iteration 38Q: 3 clusters Score -2.108806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152219 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -21088058.000000 Penalty: 5920.178711
	Iteration 39Q: 3 clusters Score -2.108806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152222 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -21088064.000000 Penalty: 5920.178711
	Iteration 40F: 3 clusters Score -2.108806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152222 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -21088056.000000 Penalty: 5920.178711
	Iteration 41Q: 3 clusters Score -2.108806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -21088056.000000 Penalty: 5920.178711
	Iteration 42Q: 3 clusters Score -2.108806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152227 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21088078.000000 Penalty: 5920.178711
	Iteration 43Q: 3 clusters Score -2.108808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152229 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21088080.000000 Penalty: 5920.178711
	Iteration 44Q: 3 clusters Score -2.108808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152230 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -21088086.000000 Penalty: 5920.178711
	Iteration 45Q: 3 clusters Score -2.108809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152230 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -21088086.000000 Penalty: 5920.178711
	Iteration 46F: 3 clusters Score -2.108809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -79700.468750 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -79700.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78060.640625 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -78060.64 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78378.265625 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -78378.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78577.265625 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -78577.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78910.476562 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -78910.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79429.101562 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -79429.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -79861.289062 Penalty: 3234.228271
	Iteration 5F: 3 clusters Score -79861.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -80047.609375 Penalty: 3234.228271
	Iteration 6F: 3 clusters Score -80047.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -80186.757812 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -80186.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -80304.648438 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -80304.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -80327.203125 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -80327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -80344.500000 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -80344.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -80376.179688 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -80376.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -80384.500000 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -80384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -80403.679688 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -80403.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -80442.875000 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -80442.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -80507.234375 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -80507.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -80516.570312 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -80516.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -80516.570312 Penalty: 3234.228271
	Iteration 17F: 3 clusters Score -80516.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152641 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 90318 members 
Mstep: Class 4 contains 158793 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104172 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 53253 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149242 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31951 members 
Mstep: Class 20 contains 3916 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 173963 members 
Entering Unmasked Estep 
Score: -137452864.000000 Penalty: 75454.375000
Splitting cluster 2 changes total score from -137453984.000000 to -137452864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (90318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Entering Unmasked Estep 
Score: -12571638.000000 Penalty: 2829.950684
	Iteration 0F: 2 clusters Score -1.257164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -12511392.000000 Penalty: 5659.901367
	Iteration 0F: 3 clusters Score -1.251139e+07 nChanged 42339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -12535415.000000 Penalty: 5659.901367
	Iteration 1F: 3 clusters Score -1.253542e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -12536021.000000 Penalty: 5659.901367
	Iteration 2Q: 3 clusters Score -1.253602e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -12536619.000000 Penalty: 5659.901367
	Iteration 3Q: 3 clusters Score -1.253662e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -12537224.000000 Penalty: 5659.901367
	Iteration 4Q: 3 clusters Score -1.253722e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -12537914.000000 Penalty: 5659.901367
	Iteration 5Q: 3 clusters Score -1.253791e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -12539034.000000 Penalty: 5659.901367
	Iteration 6Q: 3 clusters Score -1.253903e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -12540603.000000 Penalty: 5659.901367
	Iteration 7Q: 3 clusters Score -1.25406e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -12542725.000000 Penalty: 5659.901367
	Iteration 8Q: 3 clusters Score -1.254272e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -12545573.000000 Penalty: 5659.901367
	Iteration 9F: 3 clusters Score -1.254557e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -12549093.000000 Penalty: 5659.901367
	Iteration 10F: 3 clusters Score -1.254909e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -12552519.000000 Penalty: 5659.901367
	Iteration 11F: 3 clusters Score -1.255252e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -12555177.000000 Penalty: 5659.901367
	Iteration 12F: 3 clusters Score -1.255518e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -12556484.000000 Penalty: 5659.901367
	Iteration 13Q: 3 clusters Score -1.255648e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -12557181.000000 Penalty: 5659.901367
	Iteration 14Q: 3 clusters Score -1.255718e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -12557428.000000 Penalty: 5659.901367
	Iteration 15Q: 3 clusters Score -1.255743e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -12557694.000000 Penalty: 5659.901367
	Iteration 16Q: 3 clusters Score -1.255769e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -12557893.000000 Penalty: 5659.901367
	Iteration 17Q: 3 clusters Score -1.255789e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -12558055.000000 Penalty: 5659.901367
	Iteration 18Q: 3 clusters Score -1.255806e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -12558251.000000 Penalty: 5659.901367
	Iteration 19Q: 3 clusters Score -1.255825e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -12558485.000000 Penalty: 5659.901367
	Iteration 20F: 3 clusters Score -1.255848e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -12558717.000000 Penalty: 5659.901367
	Iteration 21Q: 3 clusters Score -1.255872e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -12558895.000000 Penalty: 5659.901367
	Iteration 22Q: 3 clusters Score -1.25589e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -12559145.000000 Penalty: 5659.901367
	Iteration 23Q: 3 clusters Score -1.255914e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -12559432.000000 Penalty: 5659.901367
	Iteration 24Q: 3 clusters Score -1.255943e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -12559681.000000 Penalty: 5659.901367
	Iteration 25Q: 3 clusters Score -1.255968e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -12559987.000000 Penalty: 5659.901367
	Iteration 26Q: 3 clusters Score -1.255999e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -12560350.000000 Penalty: 5659.901367
	Iteration 27Q: 3 clusters Score -1.256035e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -12560630.000000 Penalty: 5659.901367
	Iteration 28Q: 3 clusters Score -1.256063e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -12560938.000000 Penalty: 5659.901367
	Iteration 29Q: 3 clusters Score -1.256094e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -12561266.000000 Penalty: 5659.901367
	Iteration 30Q: 3 clusters Score -1.256127e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -12561721.000000 Penalty: 5659.901367
	Iteration 31Q: 3 clusters Score -1.256172e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -12562066.000000 Penalty: 5659.901367
	Iteration 32Q: 3 clusters Score -1.256207e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71747 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -12562390.000000 Penalty: 5659.901367
	Iteration 33Q: 3 clusters Score -1.256239e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -12562725.000000 Penalty: 5659.901367
	Iteration 34Q: 3 clusters Score -1.256272e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -12563019.000000 Penalty: 5659.901367
	Iteration 35Q: 3 clusters Score -1.256302e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -12563308.000000 Penalty: 5659.901367
	Iteration 36Q: 3 clusters Score -1.256331e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -12563619.000000 Penalty: 5659.901367
	Iteration 37Q: 3 clusters Score -1.256362e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -12563949.000000 Penalty: 5659.901367
	Iteration 38Q: 3 clusters Score -1.256395e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -12564378.000000 Penalty: 5659.901367
	Iteration 39Q: 3 clusters Score -1.256438e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78716 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -12564760.000000 Penalty: 5659.901367
	Iteration 40F: 3 clusters Score -1.256476e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -12565162.000000 Penalty: 5659.901367
	Iteration 41Q: 3 clusters Score -1.256516e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80798 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -12565570.000000 Penalty: 5659.901367
	Iteration 42Q: 3 clusters Score -1.256557e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -12565968.000000 Penalty: 5659.901367
	Iteration 43Q: 3 clusters Score -1.256597e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82817 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -12566379.000000 Penalty: 5659.901367
	Iteration 44Q: 3 clusters Score -1.256638e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -12566741.000000 Penalty: 5659.901367
	Iteration 45Q: 3 clusters Score -1.256674e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -12567121.000000 Penalty: 5659.901367
	Iteration 46Q: 3 clusters Score -1.256712e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -12567450.000000 Penalty: 5659.901367
	Iteration 47Q: 3 clusters Score -1.256745e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -12567771.000000 Penalty: 5659.901367
	Iteration 48Q: 3 clusters Score -1.256777e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -12568003.000000 Penalty: 5659.901367
	Iteration 49Q: 3 clusters Score -1.2568e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -12568212.000000 Penalty: 5659.901367
	Iteration 50Q: 3 clusters Score -1.256821e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -12568362.000000 Penalty: 5659.901367
	Iteration 51Q: 3 clusters Score -1.256836e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -12568475.000000 Penalty: 5659.901367
	Iteration 52Q: 3 clusters Score -1.256848e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88219 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -12568599.000000 Penalty: 5659.901367
	Iteration 53Q: 3 clusters Score -1.25686e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -12568723.000000 Penalty: 5659.901367
	Iteration 54Q: 3 clusters Score -1.256872e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88634 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -12568797.000000 Penalty: 5659.901367
	Iteration 55Q: 3 clusters Score -1.25688e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88770 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -12568884.000000 Penalty: 5659.901367
	Iteration 56Q: 3 clusters Score -1.256888e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -12568941.000000 Penalty: 5659.901367
	Iteration 57Q: 3 clusters Score -1.256894e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -12569000.000000 Penalty: 5659.901367
	Iteration 58Q: 3 clusters Score -1.2569e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -12569015.000000 Penalty: 5659.901367
	Iteration 59Q: 3 clusters Score -1.256902e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -12569064.000000 Penalty: 5659.901367
	Iteration 60F: 3 clusters Score -1.256906e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89223 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -12569105.000000 Penalty: 5659.901367
	Iteration 61Q: 3 clusters Score -1.25691e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12569112.000000 Penalty: 5659.901367
	Iteration 62Q: 3 clusters Score -1.256911e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12569124.000000 Penalty: 5659.901367
	Iteration 63Q: 3 clusters Score -1.256912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -12569135.000000 Penalty: 5659.901367
	Iteration 64Q: 3 clusters Score -1.256914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12569141.000000 Penalty: 5659.901367
	Iteration 65Q: 3 clusters Score -1.256914e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -12569158.000000 Penalty: 5659.901367
	Iteration 66Q: 3 clusters Score -1.256916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12569165.000000 Penalty: 5659.901367
	Iteration 67Q: 3 clusters Score -1.256916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12569165.000000 Penalty: 5659.901367
	Iteration 68Q: 3 clusters Score -1.256916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12569177.000000 Penalty: 5659.901367
	Iteration 69Q: 3 clusters Score -1.256918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89425 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -12569184.000000 Penalty: 5659.901367
	Iteration 70Q: 3 clusters Score -1.256918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12569198.000000 Penalty: 5659.901367
	Iteration 71Q: 3 clusters Score -1.25692e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12569209.000000 Penalty: 5659.901367
	Iteration 72Q: 3 clusters Score -1.256921e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -12569209.000000 Penalty: 5659.901367
	Iteration 73Q: 3 clusters Score -1.256921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12569218.000000 Penalty: 5659.901367
	Iteration 74Q: 3 clusters Score -1.256922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12569225.000000 Penalty: 5659.901367
	Iteration 75Q: 3 clusters Score -1.256922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12569219.000000 Penalty: 5659.901367
	Iteration 76Q: 3 clusters Score -1.256922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12569224.000000 Penalty: 5659.901367
	Iteration 77Q: 3 clusters Score -1.256922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12569226.000000 Penalty: 5659.901367
	Iteration 78Q: 3 clusters Score -1.256923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89502 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12569230.000000 Penalty: 5659.901367
	Iteration 79Q: 3 clusters Score -1.256923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12569238.000000 Penalty: 5659.901367
	Iteration 80F: 3 clusters Score -1.256924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -12569236.000000 Penalty: 5659.901367
	Iteration 81Q: 3 clusters Score -1.256924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12569240.000000 Penalty: 5659.901367
	Iteration 82Q: 3 clusters Score -1.256924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12569233.000000 Penalty: 5659.901367
	Iteration 83Q: 3 clusters Score -1.256923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89513 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12569243.000000 Penalty: 5659.901367
	Iteration 84Q: 3 clusters Score -1.256924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12569242.000000 Penalty: 5659.901367
	Iteration 85Q: 3 clusters Score -1.256924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12569243.000000 Penalty: 5659.901367
	Iteration 86Q: 3 clusters Score -1.256924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12569240.000000 Penalty: 5659.901367
	Iteration 87Q: 3 clusters Score -1.256924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89524 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12569238.000000 Penalty: 5659.901367
	Iteration 88Q: 3 clusters Score -1.256924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12569239.000000 Penalty: 5659.901367
	Iteration 89Q: 3 clusters Score -1.256924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12569241.000000 Penalty: 5659.901367
	Iteration 90Q: 3 clusters Score -1.256924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12569232.000000 Penalty: 5659.901367
	Iteration 91Q: 3 clusters Score -1.256923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89536 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12569245.000000 Penalty: 5659.901367
	Iteration 92Q: 3 clusters Score -1.256924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12569246.000000 Penalty: 5659.901367
	Iteration 93Q: 3 clusters Score -1.256925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -12569254.000000 Penalty: 5659.901367
	Iteration 94Q: 3 clusters Score -1.256925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12569249.000000 Penalty: 5659.901367
	Iteration 95Q: 3 clusters Score -1.256925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12569255.000000 Penalty: 5659.901367
	Iteration 96Q: 3 clusters Score -1.256926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12569255.000000 Penalty: 5659.901367
	Iteration 97F: 3 clusters Score -1.256926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Entering Unmasked Estep 
Score: -21863258.000000 Penalty: 2969.888672
	Iteration 0F: 2 clusters Score -2.186326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 79308 members 
Entering Unmasked Estep 
Score: -21759932.000000 Penalty: 5939.777344
	Iteration 0F: 3 clusters Score -2.175993e+07 nChanged 76113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80148 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -21804610.000000 Penalty: 5939.777344
	Iteration 1F: 3 clusters Score -2.180461e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80225 members 
Mstep: Class 2 contains 78568 members 
Entering Unmasked Estep 
Score: -21805934.000000 Penalty: 5939.777344
	Iteration 2Q: 3 clusters Score -2.180593e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -21807544.000000 Penalty: 5939.777344
	Iteration 3Q: 3 clusters Score -2.180754e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -21809890.000000 Penalty: 5939.777344
	Iteration 4Q: 3 clusters Score -2.180989e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -21813644.000000 Penalty: 5939.777344
	Iteration 5Q: 3 clusters Score -2.181364e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -21819034.000000 Penalty: 5939.777344
	Iteration 6F: 3 clusters Score -2.181903e+07 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -21826872.000000 Penalty: 5939.777344
	Iteration 7F: 3 clusters Score -2.182687e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -21835158.000000 Penalty: 5939.777344
	Iteration 8F: 3 clusters Score -2.183516e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -21841198.000000 Penalty: 5939.777344
	Iteration 9F: 3 clusters Score -2.18412e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
Score: -21843662.000000 Penalty: 5939.777344
	Iteration 10Q: 3 clusters Score -2.184366e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -21844358.000000 Penalty: 5939.777344
	Iteration 11Q: 3 clusters Score -2.184436e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -21844720.000000 Penalty: 5939.777344
	Iteration 12Q: 3 clusters Score -2.184472e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 86326 members 
Entering Unmasked Estep 
Score: -21844944.000000 Penalty: 5939.777344
	Iteration 13Q: 3 clusters Score -2.184494e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -21845160.000000 Penalty: 5939.777344
	Iteration 14Q: 3 clusters Score -2.184516e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -21845390.000000 Penalty: 5939.777344
	Iteration 15Q: 3 clusters Score -2.184539e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -21845684.000000 Penalty: 5939.777344
	Iteration 16Q: 3 clusters Score -2.184568e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -21846034.000000 Penalty: 5939.777344
	Iteration 17Q: 3 clusters Score -2.184603e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 90274 members 
Entering Unmasked Estep 
Score: -21846446.000000 Penalty: 5939.777344
	Iteration 18Q: 3 clusters Score -2.184645e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
Score: -21846828.000000 Penalty: 5939.777344
	Iteration 19Q: 3 clusters Score -2.184683e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 92262 members 
Entering Unmasked Estep 
Score: -21847134.000000 Penalty: 5939.777344
	Iteration 20F: 3 clusters Score -2.184713e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 93337 members 
Entering Unmasked Estep 
Score: -21847582.000000 Penalty: 5939.777344
	Iteration 21Q: 3 clusters Score -2.184758e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 94401 members 
Entering Unmasked Estep 
Score: -21848024.000000 Penalty: 5939.777344
	Iteration 22Q: 3 clusters Score -2.184802e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -21848438.000000 Penalty: 5939.777344
	Iteration 23Q: 3 clusters Score -2.184844e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -21848834.000000 Penalty: 5939.777344
	Iteration 24Q: 3 clusters Score -2.184883e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -21849048.000000 Penalty: 5939.777344
	Iteration 25Q: 3 clusters Score -2.184905e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 98454 members 
Entering Unmasked Estep 
Score: -21849224.000000 Penalty: 5939.777344
	Iteration 26Q: 3 clusters Score -2.184922e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 99429 members 
Entering Unmasked Estep 
Score: -21849554.000000 Penalty: 5939.777344
	Iteration 27Q: 3 clusters Score -2.184955e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 100391 members 
Entering Unmasked Estep 
Score: -21849746.000000 Penalty: 5939.777344
	Iteration 28Q: 3 clusters Score -2.184975e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -21849868.000000 Penalty: 5939.777344
	Iteration 29Q: 3 clusters Score -2.184987e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 102208 members 
Entering Unmasked Estep 
Score: -21849906.000000 Penalty: 5939.777344
	Iteration 30Q: 3 clusters Score -2.184991e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 103091 members 
Entering Unmasked Estep 
Score: -21849998.000000 Penalty: 5939.777344
	Iteration 31Q: 3 clusters Score -2.185e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 103935 members 
Entering Unmasked Estep 
Score: -21850184.000000 Penalty: 5939.777344
	Iteration 32Q: 3 clusters Score -2.185018e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 104762 members 
Entering Unmasked Estep 
Score: -21850336.000000 Penalty: 5939.777344
	Iteration 33Q: 3 clusters Score -2.185034e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 105577 members 
Entering Unmasked Estep 
Score: -21850470.000000 Penalty: 5939.777344
	Iteration 34Q: 3 clusters Score -2.185047e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -21850590.000000 Penalty: 5939.777344
	Iteration 35Q: 3 clusters Score -2.185059e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 107255 members 
Entering Unmasked Estep 
Score: -21850696.000000 Penalty: 5939.777344
	Iteration 36Q: 3 clusters Score -2.18507e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 108106 members 
Entering Unmasked Estep 
Score: -21850782.000000 Penalty: 5939.777344
	Iteration 37Q: 3 clusters Score -2.185078e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -21850932.000000 Penalty: 5939.777344
	Iteration 38Q: 3 clusters Score -2.185093e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 110036 members 
Entering Unmasked Estep 
Score: -21851144.000000 Penalty: 5939.777344
	Iteration 39Q: 3 clusters Score -2.185114e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 111044 members 
Entering Unmasked Estep 
Score: -21851422.000000 Penalty: 5939.777344
	Iteration 40F: 3 clusters Score -2.185142e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 112071 members 
Entering Unmasked Estep 
Score: -21851674.000000 Penalty: 5939.777344
	Iteration 41Q: 3 clusters Score -2.185167e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 113187 members 
Entering Unmasked Estep 
Score: -21851834.000000 Penalty: 5939.777344
	Iteration 42Q: 3 clusters Score -2.185183e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 114310 members 
Entering Unmasked Estep 
Score: -21852022.000000 Penalty: 5939.777344
	Iteration 43Q: 3 clusters Score -2.185202e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 115510 members 
Entering Unmasked Estep 
Score: -21852188.000000 Penalty: 5939.777344
	Iteration 44Q: 3 clusters Score -2.185219e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 116692 members 
Entering Unmasked Estep 
Score: -21852386.000000 Penalty: 5939.777344
	Iteration 45Q: 3 clusters Score -2.185239e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 117845 members 
Entering Unmasked Estep 
Score: -21852574.000000 Penalty: 5939.777344
	Iteration 46Q: 3 clusters Score -2.185257e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 119066 members 
Entering Unmasked Estep 
Score: -21852836.000000 Penalty: 5939.777344
	Iteration 47Q: 3 clusters Score -2.185284e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 120266 members 
Entering Unmasked Estep 
Score: -21853086.000000 Penalty: 5939.777344
	Iteration 48Q: 3 clusters Score -2.185309e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 121468 members 
Entering Unmasked Estep 
Score: -21853422.000000 Penalty: 5939.777344
	Iteration 49Q: 3 clusters Score -2.185342e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 122666 members 
Entering Unmasked Estep 
Score: -21853616.000000 Penalty: 5939.777344
	Iteration 50Q: 3 clusters Score -2.185362e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 123873 members 
Entering Unmasked Estep 
Score: -21853888.000000 Penalty: 5939.777344
	Iteration 51Q: 3 clusters Score -2.185389e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 125084 members 
Entering Unmasked Estep 
Score: -21854156.000000 Penalty: 5939.777344
	Iteration 52Q: 3 clusters Score -2.185416e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 126346 members 
Entering Unmasked Estep 
Score: -21854434.000000 Penalty: 5939.777344
	Iteration 53Q: 3 clusters Score -2.185443e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 127574 members 
Entering Unmasked Estep 
Score: -21854806.000000 Penalty: 5939.777344
	Iteration 54Q: 3 clusters Score -2.185481e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 128835 members 
Entering Unmasked Estep 
Score: -21855150.000000 Penalty: 5939.777344
	Iteration 55Q: 3 clusters Score -2.185515e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 130105 members 
Entering Unmasked Estep 
Score: -21855434.000000 Penalty: 5939.777344
	Iteration 56Q: 3 clusters Score -2.185543e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 131332 members 
Entering Unmasked Estep 
Score: -21855882.000000 Penalty: 5939.777344
	Iteration 57Q: 3 clusters Score -2.185588e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 132629 members 
Entering Unmasked Estep 
Score: -21856306.000000 Penalty: 5939.777344
	Iteration 58Q: 3 clusters Score -2.185631e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -21856790.000000 Penalty: 5939.777344
	Iteration 59Q: 3 clusters Score -2.185679e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 135613 members 
Entering Unmasked Estep 
Score: -21857224.000000 Penalty: 5939.777344
	Iteration 60F: 3 clusters Score -2.185722e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 137338 members 
Entering Unmasked Estep 
Score: -21857510.000000 Penalty: 5939.777344
	Iteration 61Q: 3 clusters Score -2.185751e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 139161 members 
Entering Unmasked Estep 
Score: -21857982.000000 Penalty: 5939.777344
	Iteration 62Q: 3 clusters Score -2.185798e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 141112 members 
Entering Unmasked Estep 
Score: -21858592.000000 Penalty: 5939.777344
	Iteration 63Q: 3 clusters Score -2.185859e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 143115 members 
Entering Unmasked Estep 
Score: -21859076.000000 Penalty: 5939.777344
	Iteration 64Q: 3 clusters Score -2.185908e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 145017 members 
Entering Unmasked Estep 
Score: -21859482.000000 Penalty: 5939.777344
	Iteration 65Q: 3 clusters Score -2.185948e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 146832 members 
Entering Unmasked Estep 
Score: -21859866.000000 Penalty: 5939.777344
	Iteration 66Q: 3 clusters Score -2.185987e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 148514 members 
Entering Unmasked Estep 
Score: -21860066.000000 Penalty: 5939.777344
	Iteration 67Q: 3 clusters Score -2.186007e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 150033 members 
Entering Unmasked Estep 
Score: -21860216.000000 Penalty: 5939.777344
	Iteration 68Q: 3 clusters Score -2.186022e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 151460 members 
Entering Unmasked Estep 
Score: -21860416.000000 Penalty: 5939.777344
	Iteration 69Q: 3 clusters Score -2.186042e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 152638 members 
Entering Unmasked Estep 
Score: -21860670.000000 Penalty: 5939.777344
	Iteration 70Q: 3 clusters Score -2.186067e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 153643 members 
Entering Unmasked Estep 
Score: -21860710.000000 Penalty: 5939.777344
	Iteration 71Q: 3 clusters Score -2.186071e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 154478 members 
Entering Unmasked Estep 
Score: -21861006.000000 Penalty: 5939.777344
	Iteration 72Q: 3 clusters Score -2.186101e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 155133 members 
Entering Unmasked Estep 
Score: -21861138.000000 Penalty: 5939.777344
	Iteration 73Q: 3 clusters Score -2.186114e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 155635 members 
Entering Unmasked Estep 
Score: -21861278.000000 Penalty: 5939.777344
	Iteration 74Q: 3 clusters Score -2.186128e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 156037 members 
Entering Unmasked Estep 
Score: -21861318.000000 Penalty: 5939.777344
	Iteration 75Q: 3 clusters Score -2.186132e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 156324 members 
Entering Unmasked Estep 
Score: -21861410.000000 Penalty: 5939.777344
	Iteration 76Q: 3 clusters Score -2.186141e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 156541 members 
Entering Unmasked Estep 
Score: -21861446.000000 Penalty: 5939.777344
	Iteration 77Q: 3 clusters Score -2.186145e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 156706 members 
Entering Unmasked Estep 
Score: -21861506.000000 Penalty: 5939.777344
	Iteration 78Q: 3 clusters Score -2.186151e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 156866 members 
Entering Unmasked Estep 
Score: -21861482.000000 Penalty: 5939.777344
	Iteration 79Q: 3 clusters Score -2.186148e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 156975 members 
Entering Unmasked Estep 
Score: -21861438.000000 Penalty: 5939.777344
	Iteration 80F: 3 clusters Score -2.186144e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 157065 members 
Entering Unmasked Estep 
Score: -21861456.000000 Penalty: 5939.777344
	Iteration 81Q: 3 clusters Score -2.186146e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 157142 members 
Entering Unmasked Estep 
Score: -21861444.000000 Penalty: 5939.777344
	Iteration 82Q: 3 clusters Score -2.186144e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -21861446.000000 Penalty: 5939.777344
	Iteration 83Q: 3 clusters Score -2.186145e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 157249 members 
Entering Unmasked Estep 
Score: -21861440.000000 Penalty: 5939.777344
	Iteration 84Q: 3 clusters Score -2.186144e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 157288 members 
Entering Unmasked Estep 
Score: -21861446.000000 Penalty: 5939.777344
	Iteration 85Q: 3 clusters Score -2.186145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 157308 members 
Entering Unmasked Estep 
Score: -21861426.000000 Penalty: 5939.777344
	Iteration 86Q: 3 clusters Score -2.186143e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 157329 members 
Entering Unmasked Estep 
Score: -21861444.000000 Penalty: 5939.777344
	Iteration 87Q: 3 clusters Score -2.186144e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 157345 members 
Entering Unmasked Estep 
Score: -21861460.000000 Penalty: 5939.777344
	Iteration 88Q: 3 clusters Score -2.186146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 157360 members 
Entering Unmasked Estep 
Score: -21861436.000000 Penalty: 5939.777344
	Iteration 89Q: 3 clusters Score -2.186144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 157371 members 
Entering Unmasked Estep 
Score: -21861446.000000 Penalty: 5939.777344
	Iteration 90Q: 3 clusters Score -2.186145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 157379 members 
Entering Unmasked Estep 
Score: -21861446.000000 Penalty: 5939.777344
	Iteration 91Q: 3 clusters Score -2.186145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 157383 members 
Entering Unmasked Estep 
Score: -21861448.000000 Penalty: 5939.777344
	Iteration 92Q: 3 clusters Score -2.186145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 157388 members 
Entering Unmasked Estep 
Score: -21861456.000000 Penalty: 5939.777344
	Iteration 93Q: 3 clusters Score -2.186146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 157402 members 
Entering Unmasked Estep 
Score: -21861468.000000 Penalty: 5939.777344
	Iteration 94Q: 3 clusters Score -2.186147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 157413 members 
Entering Unmasked Estep 
Score: -21861460.000000 Penalty: 5939.777344
	Iteration 95Q: 3 clusters Score -2.186146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -21861466.000000 Penalty: 5939.777344
	Iteration 96Q: 3 clusters Score -2.186147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 157424 members 
Entering Unmasked Estep 
Score: -21861480.000000 Penalty: 5939.777344
	Iteration 97Q: 3 clusters Score -2.186148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 157426 members 
Entering Unmasked Estep 
Score: -21861480.000000 Penalty: 5939.777344
	Iteration 98Q: 3 clusters Score -2.186148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 157427 members 
Entering Unmasked Estep 
Score: -21861464.000000 Penalty: 5939.777344
	Iteration 99Q: 3 clusters Score -2.186146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 157428 members 
Entering Unmasked Estep 
Score: -21861470.000000 Penalty: 5939.777344
	Iteration 100F: 3 clusters Score -2.186147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -21861464.000000 Penalty: 5939.777344
	Iteration 101Q: 3 clusters Score -2.186146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 157433 members 
Entering Unmasked Estep 
Score: -21861452.000000 Penalty: 5939.777344
	Iteration 102Q: 3 clusters Score -2.186145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -21861450.000000 Penalty: 5939.777344
	Iteration 103Q: 3 clusters Score -2.186145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 157442 members 
Entering Unmasked Estep 
Score: -21861464.000000 Penalty: 5939.777344
	Iteration 104Q: 3 clusters Score -2.186146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 157447 members 
Entering Unmasked Estep 
Score: -21861474.000000 Penalty: 5939.777344
	Iteration 105Q: 3 clusters Score -2.186147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 157451 members 
Entering Unmasked Estep 
Score: -21861460.000000 Penalty: 5939.777344
	Iteration 106Q: 3 clusters Score -2.186146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 157460 members 
Entering Unmasked Estep 
Score: -21861470.000000 Penalty: 5939.777344
	Iteration 107Q: 3 clusters Score -2.186147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 157470 members 
Entering Unmasked Estep 
Score: -21861464.000000 Penalty: 5939.777344
	Iteration 108Q: 3 clusters Score -2.186146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 157473 members 
Entering Unmasked Estep 
Score: -21861476.000000 Penalty: 5939.777344
	Iteration 109Q: 3 clusters Score -2.186148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 157481 members 
Entering Unmasked Estep 
Score: -21861470.000000 Penalty: 5939.777344
	Iteration 110Q: 3 clusters Score -2.186147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 157485 members 
Entering Unmasked Estep 
Score: -21861472.000000 Penalty: 5939.777344
	Iteration 111Q: 3 clusters Score -2.186147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -21861468.000000 Penalty: 5939.777344
	Iteration 112Q: 3 clusters Score -2.186147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 157489 members 
Entering Unmasked Estep 
Score: -21861464.000000 Penalty: 5939.777344
	Iteration 113Q: 3 clusters Score -2.186146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 157491 members 
Entering Unmasked Estep 
Score: -21861462.000000 Penalty: 5939.777344
	Iteration 114Q: 3 clusters Score -2.186146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 157492 members 
Entering Unmasked Estep 
Score: -21861464.000000 Penalty: 5939.777344
	Iteration 115Q: 3 clusters Score -2.186146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 157493 members 
Entering Unmasked Estep 
Score: -21861450.000000 Penalty: 5939.777344
	Iteration 116Q: 3 clusters Score -2.186145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -21861460.000000 Penalty: 5939.777344
	Iteration 117Q: 3 clusters Score -2.186146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 157497 members 
Entering Unmasked Estep 
Score: -21861456.000000 Penalty: 5939.777344
	Iteration 118Q: 3 clusters Score -2.186146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -21861448.000000 Penalty: 5939.777344
	Iteration 119Q: 3 clusters Score -2.186145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -21861448.000000 Penalty: 5939.777344
	Iteration 120F: 3 clusters Score -2.186145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Entering Unmasked Estep 
Score: -554292.250000 Penalty: 2068.433105
	Iteration 0F: 2 clusters Score -554292.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -550306.437500 Penalty: 4136.866211
	Iteration 0F: 3 clusters Score -550306.4 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -551208.937500 Penalty: 4136.866211
	Iteration 1F: 3 clusters Score -551208.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -551478.687500 Penalty: 4136.866211
	Iteration 2F: 3 clusters Score -551478.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -551660.812500 Penalty: 4136.866211
	Iteration 3F: 3 clusters Score -551660.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -551810.187500 Penalty: 4136.866211
	Iteration 4Q: 3 clusters Score -551810.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -551944.312500 Penalty: 4136.866211
	Iteration 5Q: 3 clusters Score -551944.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -552064.625000 Penalty: 4136.866211
	Iteration 6Q: 3 clusters Score -552064.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -552176.062500 Penalty: 4136.866211
	Iteration 7Q: 3 clusters Score -552176.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -552291.687500 Penalty: 4136.866211
	Iteration 8Q: 3 clusters Score -552291.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -552382.875000 Penalty: 4136.866211
	Iteration 9Q: 3 clusters Score -552382.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -552477.125000 Penalty: 4136.866211
	Iteration 10Q: 3 clusters Score -552477.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -552554.375000 Penalty: 4136.866211
	Iteration 11Q: 3 clusters Score -552554.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -552616.687500 Penalty: 4136.866211
	Iteration 12Q: 3 clusters Score -552616.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -552676.562500 Penalty: 4136.866211
	Iteration 13Q: 3 clusters Score -552676.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -552734.625000 Penalty: 4136.866211
	Iteration 14Q: 3 clusters Score -552734.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -552785.812500 Penalty: 4136.866211
	Iteration 15Q: 3 clusters Score -552785.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -552820.375000 Penalty: 4136.866211
	Iteration 16Q: 3 clusters Score -552820.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -552847.000000 Penalty: 4136.866211
	Iteration 17Q: 3 clusters Score -552847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -552862.500000 Penalty: 4136.866211
	Iteration 18Q: 3 clusters Score -552862.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -552874.375000 Penalty: 4136.866211
	Iteration 19Q: 3 clusters Score -552874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -552879.062500 Penalty: 4136.866211
	Iteration 20F: 3 clusters Score -552879.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -552880.562500 Penalty: 4136.866211
	Iteration 21Q: 3 clusters Score -552880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -552882.812500 Penalty: 4136.866211
	Iteration 22Q: 3 clusters Score -552882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -552884.750000 Penalty: 4136.866211
	Iteration 23Q: 3 clusters Score -552884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -552889.062500 Penalty: 4136.866211
	Iteration 24Q: 3 clusters Score -552889.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -552892.687500 Penalty: 4136.866211
	Iteration 25Q: 3 clusters Score -552892.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -552900.437500 Penalty: 4136.866211
	Iteration 26Q: 3 clusters Score -552900.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -552906.187500 Penalty: 4136.866211
	Iteration 27Q: 3 clusters Score -552906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -552910.687500 Penalty: 4136.866211
	Iteration 28Q: 3 clusters Score -552910.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -552912.750000 Penalty: 4136.866211
	Iteration 29Q: 3 clusters Score -552912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -552915.250000 Penalty: 4136.866211
	Iteration 30Q: 3 clusters Score -552915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -552917.875000 Penalty: 4136.866211
	Iteration 31Q: 3 clusters Score -552917.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -552920.937500 Penalty: 4136.866211
	Iteration 32Q: 3 clusters Score -552920.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -552921.312500 Penalty: 4136.866211
	Iteration 33Q: 3 clusters Score -552921.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -552921.437500 Penalty: 4136.866211
	Iteration 34Q: 3 clusters Score -552921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -552921.875000 Penalty: 4136.866211
	Iteration 35Q: 3 clusters Score -552921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -552924.000000 Penalty: 4136.866211
	Iteration 36Q: 3 clusters Score -552924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -552925.437500 Penalty: 4136.866211
	Iteration 37Q: 3 clusters Score -552925.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -552929.312500 Penalty: 4136.866211
	Iteration 38Q: 3 clusters Score -552929.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -552934.500000 Penalty: 4136.866211
	Iteration 39Q: 3 clusters Score -552934.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -552938.062500 Penalty: 4136.866211
	Iteration 40F: 3 clusters Score -552938.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -552942.375000 Penalty: 4136.866211
	Iteration 41Q: 3 clusters Score -552942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -552944.187500 Penalty: 4136.866211
	Iteration 42Q: 3 clusters Score -552944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -552947.937500 Penalty: 4136.866211
	Iteration 43Q: 3 clusters Score -552947.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -552950.875000 Penalty: 4136.866211
	Iteration 44Q: 3 clusters Score -552950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -552952.125000 Penalty: 4136.866211
	Iteration 45Q: 3 clusters Score -552952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -552952.625000 Penalty: 4136.866211
	Iteration 46Q: 3 clusters Score -552952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -552954.312500 Penalty: 4136.866211
	Iteration 47Q: 3 clusters Score -552954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -552954.062500 Penalty: 4136.866211
	Iteration 48Q: 3 clusters Score -552954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -552953.750000 Penalty: 4136.866211
	Iteration 49Q: 3 clusters Score -552953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -552953.750000 Penalty: 4136.866211
	Iteration 50F: 3 clusters Score -552953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Entering Unmasked Estep 
Score: -5207242.500000 Penalty: 2610.779785
	Iteration 0F: 2 clusters Score -5207242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -5181793.000000 Penalty: 5221.559570
	Iteration 0F: 3 clusters Score -5181793 nChanged 17106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -5190865.000000 Penalty: 5221.559570
	Iteration 1F: 3 clusters Score -5190865 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -5191290.000000 Penalty: 5221.559570
	Iteration 2Q: 3 clusters Score -5191290 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -5191661.500000 Penalty: 5221.559570
	Iteration 3Q: 3 clusters Score -5191662 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5192088.000000 Penalty: 5221.559570
	Iteration 4Q: 3 clusters Score -5192088 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -5192648.500000 Penalty: 5221.559570
	Iteration 5Q: 3 clusters Score -5192648 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -5193277.500000 Penalty: 5221.559570
	Iteration 6Q: 3 clusters Score -5193278 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -5194081.500000 Penalty: 5221.559570
	Iteration 7Q: 3 clusters Score -5194082 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -5195237.000000 Penalty: 5221.559570
	Iteration 8F: 3 clusters Score -5195237 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5197022.000000 Penalty: 5221.559570
	Iteration 9F: 3 clusters Score -5197022 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -5199370.500000 Penalty: 5221.559570
	Iteration 10F: 3 clusters Score -5199370 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5201507.000000 Penalty: 5221.559570
	Iteration 11F: 3 clusters Score -5201507 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -5202634.000000 Penalty: 5221.559570
	Iteration 12Q: 3 clusters Score -5202634 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -5203083.000000 Penalty: 5221.559570
	Iteration 13Q: 3 clusters Score -5203083 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -5203348.500000 Penalty: 5221.559570
	Iteration 14Q: 3 clusters Score -5203348 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -5203545.000000 Penalty: 5221.559570
	Iteration 15Q: 3 clusters Score -5203545 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -5203681.000000 Penalty: 5221.559570
	Iteration 16Q: 3 clusters Score -5203681 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -5203804.000000 Penalty: 5221.559570
	Iteration 17Q: 3 clusters Score -5203804 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -5203885.500000 Penalty: 5221.559570
	Iteration 18Q: 3 clusters Score -5203886 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -5203959.000000 Penalty: 5221.559570
	Iteration 19Q: 3 clusters Score -5203959 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -5204035.500000 Penalty: 5221.559570
	Iteration 20F: 3 clusters Score -5204036 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -5204131.500000 Penalty: 5221.559570
	Iteration 21Q: 3 clusters Score -5204132 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -5204198.000000 Penalty: 5221.559570
	Iteration 22Q: 3 clusters Score -5204198 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -5204279.500000 Penalty: 5221.559570
	Iteration 23Q: 3 clusters Score -5204280 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -5204342.000000 Penalty: 5221.559570
	Iteration 24Q: 3 clusters Score -5204342 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -5204395.500000 Penalty: 5221.559570
	Iteration 25Q: 3 clusters Score -5204396 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -5204449.000000 Penalty: 5221.559570
	Iteration 26Q: 3 clusters Score -5204449 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -5204501.500000 Penalty: 5221.559570
	Iteration 27Q: 3 clusters Score -5204502 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -5204552.000000 Penalty: 5221.559570
	Iteration 28Q: 3 clusters Score -5204552 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -5204606.000000 Penalty: 5221.559570
	Iteration 29Q: 3 clusters Score -5204606 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -5204653.500000 Penalty: 5221.559570
	Iteration 30Q: 3 clusters Score -5204654 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -5204709.000000 Penalty: 5221.559570
	Iteration 31Q: 3 clusters Score -5204709 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -5204760.000000 Penalty: 5221.559570
	Iteration 32Q: 3 clusters Score -5204760 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -5204778.000000 Penalty: 5221.559570
	Iteration 33Q: 3 clusters Score -5204778 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -5204810.500000 Penalty: 5221.559570
	Iteration 34Q: 3 clusters Score -5204810 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -5204844.500000 Penalty: 5221.559570
	Iteration 35Q: 3 clusters Score -5204844 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -5204867.500000 Penalty: 5221.559570
	Iteration 36Q: 3 clusters Score -5204868 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -5204902.000000 Penalty: 5221.559570
	Iteration 37Q: 3 clusters Score -5204902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -5204944.500000 Penalty: 5221.559570
	Iteration 38Q: 3 clusters Score -5204944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -5204962.500000 Penalty: 5221.559570
	Iteration 39Q: 3 clusters Score -5204962 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -5204999.500000 Penalty: 5221.559570
	Iteration 40F: 3 clusters Score -5205000 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -5205012.500000 Penalty: 5221.559570
	Iteration 41Q: 3 clusters Score -5205012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -5205023.500000 Penalty: 5221.559570
	Iteration 42Q: 3 clusters Score -5205024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -5205028.000000 Penalty: 5221.559570
	Iteration 43Q: 3 clusters Score -5205028 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -5205042.500000 Penalty: 5221.559570
	Iteration 44Q: 3 clusters Score -5205042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -5205052.000000 Penalty: 5221.559570
	Iteration 45Q: 3 clusters Score -5205052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -5205065.500000 Penalty: 5221.559570
	Iteration 46Q: 3 clusters Score -5205066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -5205062.500000 Penalty: 5221.559570
	Iteration 47Q: 3 clusters Score -5205062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -5205074.500000 Penalty: 5221.559570
	Iteration 48Q: 3 clusters Score -5205074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5205081.000000 Penalty: 5221.559570
	Iteration 49Q: 3 clusters Score -5205081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -5205081.500000 Penalty: 5221.559570
	Iteration 50Q: 3 clusters Score -5205082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -5205090.000000 Penalty: 5221.559570
	Iteration 51Q: 3 clusters Score -5205090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -5205095.500000 Penalty: 5221.559570
	Iteration 52Q: 3 clusters Score -5205096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -5205104.000000 Penalty: 5221.559570
	Iteration 53Q: 3 clusters Score -5205104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -5205107.000000 Penalty: 5221.559570
	Iteration 54Q: 3 clusters Score -5205107 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -5205121.500000 Penalty: 5221.559570
	Iteration 55Q: 3 clusters Score -5205122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -5205128.000000 Penalty: 5221.559570
	Iteration 56Q: 3 clusters Score -5205128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5205133.000000 Penalty: 5221.559570
	Iteration 57Q: 3 clusters Score -5205133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -5205139.500000 Penalty: 5221.559570
	Iteration 58Q: 3 clusters Score -5205140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -5205143.500000 Penalty: 5221.559570
	Iteration 59Q: 3 clusters Score -5205144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -5205139.500000 Penalty: 5221.559570
	Iteration 60F: 3 clusters Score -5205140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -5205139.500000 Penalty: 5221.559570
	Iteration 61Q: 3 clusters Score -5205140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -5205144.500000 Penalty: 5221.559570
	Iteration 62Q: 3 clusters Score -5205144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -5205145.500000 Penalty: 5221.559570
	Iteration 63Q: 3 clusters Score -5205146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -5205148.000000 Penalty: 5221.559570
	Iteration 64Q: 3 clusters Score -5205148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -5205153.500000 Penalty: 5221.559570
	Iteration 65Q: 3 clusters Score -5205154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5205152.500000 Penalty: 5221.559570
	Iteration 66Q: 3 clusters Score -5205152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -5205147.500000 Penalty: 5221.559570
	Iteration 67Q: 3 clusters Score -5205148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -5205141.500000 Penalty: 5221.559570
	Iteration 68Q: 3 clusters Score -5205142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -5205148.500000 Penalty: 5221.559570
	Iteration 69Q: 3 clusters Score -5205148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -5205154.500000 Penalty: 5221.559570
	Iteration 70Q: 3 clusters Score -5205154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -5205154.500000 Penalty: 5221.559570
	Iteration 71Q: 3 clusters Score -5205154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -5205155.000000 Penalty: 5221.559570
	Iteration 72Q: 3 clusters Score -5205155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -5205153.000000 Penalty: 5221.559570
	Iteration 73Q: 3 clusters Score -5205153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -5205156.000000 Penalty: 5221.559570
	Iteration 74Q: 3 clusters Score -5205156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -5205151.500000 Penalty: 5221.559570
	Iteration 75Q: 3 clusters Score -5205152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -5205155.500000 Penalty: 5221.559570
	Iteration 76Q: 3 clusters Score -5205156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -5205155.500000 Penalty: 5221.559570
	Iteration 77Q: 3 clusters Score -5205156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -5205157.500000 Penalty: 5221.559570
	Iteration 78Q: 3 clusters Score -5205158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -5205165.000000 Penalty: 5221.559570
	Iteration 79Q: 3 clusters Score -5205165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -5205161.500000 Penalty: 5221.559570
	Iteration 80F: 3 clusters Score -5205162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -5205167.000000 Penalty: 5221.559570
	Iteration 81Q: 3 clusters Score -5205167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -5205166.000000 Penalty: 5221.559570
	Iteration 82Q: 3 clusters Score -5205166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -5205163.500000 Penalty: 5221.559570
	Iteration 83Q: 3 clusters Score -5205164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -5205165.500000 Penalty: 5221.559570
	Iteration 84Q: 3 clusters Score -5205166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -5205174.500000 Penalty: 5221.559570
	Iteration 85Q: 3 clusters Score -5205174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -5205168.000000 Penalty: 5221.559570
	Iteration 86Q: 3 clusters Score -5205168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -5205171.500000 Penalty: 5221.559570
	Iteration 87Q: 3 clusters Score -5205172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -5205172.500000 Penalty: 5221.559570
	Iteration 88Q: 3 clusters Score -5205172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -5205172.500000 Penalty: 5221.559570
	Iteration 89F: 3 clusters Score -5205172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -34220.378906 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -34220.38 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 127 members 
Entering Unmasked Estep 
Score: -33052.996094 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -33053 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33206.695312 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -33206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33243.156250 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -33243.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33266.472656 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -33266.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33306.042969 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -33306.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33312.339844 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -33312.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33319.425781 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -33319.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33319.425781 Penalty: 2842.129395
	Iteration 7F: 3 clusters Score -33319.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Entering Unmasked Estep 
Score: -14450932.000000 Penalty: 2865.342041
	Iteration 0F: 2 clusters Score -1.445093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -14381614.000000 Penalty: 5730.684082
	Iteration 0F: 3 clusters Score -1.438161e+07 nChanged 49341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -14409083.000000 Penalty: 5730.684082
	Iteration 1F: 3 clusters Score -1.440908e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -14409654.000000 Penalty: 5730.684082
	Iteration 2Q: 3 clusters Score -1.440965e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -14410288.000000 Penalty: 5730.684082
	Iteration 3Q: 3 clusters Score -1.441029e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -14410931.000000 Penalty: 5730.684082
	Iteration 4Q: 3 clusters Score -1.441093e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -14411842.000000 Penalty: 5730.684082
	Iteration 5Q: 3 clusters Score -1.441184e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -14412681.000000 Penalty: 5730.684082
	Iteration 6Q: 3 clusters Score -1.441268e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -14413630.000000 Penalty: 5730.684082
	Iteration 7Q: 3 clusters Score -1.441363e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -14414803.000000 Penalty: 5730.684082
	Iteration 8Q: 3 clusters Score -1.44148e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -14416224.000000 Penalty: 5730.684082
	Iteration 9Q: 3 clusters Score -1.441622e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -14417969.000000 Penalty: 5730.684082
	Iteration 10Q: 3 clusters Score -1.441797e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -14420379.000000 Penalty: 5730.684082
	Iteration 11Q: 3 clusters Score -1.442038e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -14423618.000000 Penalty: 5730.684082
	Iteration 12Q: 3 clusters Score -1.442362e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -14427869.000000 Penalty: 5730.684082
	Iteration 13F: 3 clusters Score -1.442787e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -14431797.000000 Penalty: 5730.684082
	Iteration 14F: 3 clusters Score -1.44318e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -14434074.000000 Penalty: 5730.684082
	Iteration 15Q: 3 clusters Score -1.443407e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -14435206.000000 Penalty: 5730.684082
	Iteration 16Q: 3 clusters Score -1.443521e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -14436009.000000 Penalty: 5730.684082
	Iteration 17Q: 3 clusters Score -1.443601e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -14436669.000000 Penalty: 5730.684082
	Iteration 18Q: 3 clusters Score -1.443667e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -14437346.000000 Penalty: 5730.684082
	Iteration 19Q: 3 clusters Score -1.443735e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 81505 members 
Entering Unmasked Estep 
Score: -14438075.000000 Penalty: 5730.684082
	Iteration 20F: 3 clusters Score -1.443808e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -14438740.000000 Penalty: 5730.684082
	Iteration 21Q: 3 clusters Score -1.443874e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -14439554.000000 Penalty: 5730.684082
	Iteration 22Q: 3 clusters Score -1.443955e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -14440341.000000 Penalty: 5730.684082
	Iteration 23Q: 3 clusters Score -1.444034e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -14441187.000000 Penalty: 5730.684082
	Iteration 24Q: 3 clusters Score -1.444119e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 90435 members 
Entering Unmasked Estep 
Score: -14442110.000000 Penalty: 5730.684082
	Iteration 25Q: 3 clusters Score -1.444211e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -14442892.000000 Penalty: 5730.684082
	Iteration 26Q: 3 clusters Score -1.444289e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -14443703.000000 Penalty: 5730.684082
	Iteration 27Q: 3 clusters Score -1.44437e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 94846 members 
Entering Unmasked Estep 
Score: -14444378.000000 Penalty: 5730.684082
	Iteration 28Q: 3 clusters Score -1.444438e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 96088 members 
Entering Unmasked Estep 
Score: -14444984.000000 Penalty: 5730.684082
	Iteration 29Q: 3 clusters Score -1.444498e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 97263 members 
Entering Unmasked Estep 
Score: -14445709.000000 Penalty: 5730.684082
	Iteration 30Q: 3 clusters Score -1.444571e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 98271 members 
Entering Unmasked Estep 
Score: -14446243.000000 Penalty: 5730.684082
	Iteration 31Q: 3 clusters Score -1.444624e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 99122 members 
Entering Unmasked Estep 
Score: -14446762.000000 Penalty: 5730.684082
	Iteration 32Q: 3 clusters Score -1.444676e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 99783 members 
Entering Unmasked Estep 
Score: -14447105.000000 Penalty: 5730.684082
	Iteration 33Q: 3 clusters Score -1.44471e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
Score: -14447379.000000 Penalty: 5730.684082
	Iteration 34Q: 3 clusters Score -1.444738e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -14447625.000000 Penalty: 5730.684082
	Iteration 35Q: 3 clusters Score -1.444762e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -14447766.000000 Penalty: 5730.684082
	Iteration 36Q: 3 clusters Score -1.444777e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -14447900.000000 Penalty: 5730.684082
	Iteration 37Q: 3 clusters Score -1.44479e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 101792 members 
Entering Unmasked Estep 
Score: -14448025.000000 Penalty: 5730.684082
	Iteration 38Q: 3 clusters Score -1.444802e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 102015 members 
Entering Unmasked Estep 
Score: -14448132.000000 Penalty: 5730.684082
	Iteration 39Q: 3 clusters Score -1.444813e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 102187 members 
Entering Unmasked Estep 
Score: -14448194.000000 Penalty: 5730.684082
	Iteration 40F: 3 clusters Score -1.444819e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -14448273.000000 Penalty: 5730.684082
	Iteration 41Q: 3 clusters Score -1.444827e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 102480 members 
Entering Unmasked Estep 
Score: -14448323.000000 Penalty: 5730.684082
	Iteration 42Q: 3 clusters Score -1.444832e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -14448385.000000 Penalty: 5730.684082
	Iteration 43Q: 3 clusters Score -1.444838e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 102698 members 
Entering Unmasked Estep 
Score: -14448412.000000 Penalty: 5730.684082
	Iteration 44Q: 3 clusters Score -1.444841e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 102772 members 
Entering Unmasked Estep 
Score: -14448451.000000 Penalty: 5730.684082
	Iteration 45Q: 3 clusters Score -1.444845e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 102824 members 
Entering Unmasked Estep 
Score: -14448453.000000 Penalty: 5730.684082
	Iteration 46Q: 3 clusters Score -1.444845e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -14448478.000000 Penalty: 5730.684082
	Iteration 47Q: 3 clusters Score -1.444848e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 102904 members 
Entering Unmasked Estep 
Score: -14448498.000000 Penalty: 5730.684082
	Iteration 48Q: 3 clusters Score -1.44485e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -14448498.000000 Penalty: 5730.684082
	Iteration 49Q: 3 clusters Score -1.44485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -14448499.000000 Penalty: 5730.684082
	Iteration 50Q: 3 clusters Score -1.44485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 102980 members 
Entering Unmasked Estep 
Score: -14448517.000000 Penalty: 5730.684082
	Iteration 51Q: 3 clusters Score -1.444852e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -14448510.000000 Penalty: 5730.684082
	Iteration 52Q: 3 clusters Score -1.444851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 103017 members 
Entering Unmasked Estep 
Score: -14448524.000000 Penalty: 5730.684082
	Iteration 53Q: 3 clusters Score -1.444852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 103031 members 
Entering Unmasked Estep 
Score: -14448521.000000 Penalty: 5730.684082
	Iteration 54Q: 3 clusters Score -1.444852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 103041 members 
Entering Unmasked Estep 
Score: -14448529.000000 Penalty: 5730.684082
	Iteration 55Q: 3 clusters Score -1.444853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 103051 members 
Entering Unmasked Estep 
Score: -14448524.000000 Penalty: 5730.684082
	Iteration 56Q: 3 clusters Score -1.444852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -14448537.000000 Penalty: 5730.684082
	Iteration 57Q: 3 clusters Score -1.444854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 103075 members 
Entering Unmasked Estep 
Score: -14448536.000000 Penalty: 5730.684082
	Iteration 58Q: 3 clusters Score -1.444854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 103088 members 
Entering Unmasked Estep 
Score: -14448532.000000 Penalty: 5730.684082
	Iteration 59Q: 3 clusters Score -1.444853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 103103 members 
Entering Unmasked Estep 
Score: -14448535.000000 Penalty: 5730.684082
	Iteration 60F: 3 clusters Score -1.444854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 103112 members 
Entering Unmasked Estep 
Score: -14448543.000000 Penalty: 5730.684082
	Iteration 61Q: 3 clusters Score -1.444854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 103123 members 
Entering Unmasked Estep 
Score: -14448535.000000 Penalty: 5730.684082
	Iteration 62Q: 3 clusters Score -1.444854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 103134 members 
Entering Unmasked Estep 
Score: -14448550.000000 Penalty: 5730.684082
	Iteration 63Q: 3 clusters Score -1.444855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 103141 members 
Entering Unmasked Estep 
Score: -14448550.000000 Penalty: 5730.684082
	Iteration 64Q: 3 clusters Score -1.444855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 103149 members 
Entering Unmasked Estep 
Score: -14448555.000000 Penalty: 5730.684082
	Iteration 65Q: 3 clusters Score -1.444856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 103154 members 
Entering Unmasked Estep 
Score: -14448563.000000 Penalty: 5730.684082
	Iteration 66Q: 3 clusters Score -1.444856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -14448566.000000 Penalty: 5730.684082
	Iteration 67Q: 3 clusters Score -1.444857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 103162 members 
Entering Unmasked Estep 
Score: -14448568.000000 Penalty: 5730.684082
	Iteration 68Q: 3 clusters Score -1.444857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 103169 members 
Entering Unmasked Estep 
Score: -14448577.000000 Penalty: 5730.684082
	Iteration 69Q: 3 clusters Score -1.444858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -14448581.000000 Penalty: 5730.684082
	Iteration 70Q: 3 clusters Score -1.444858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 103175 members 
Entering Unmasked Estep 
Score: -14448578.000000 Penalty: 5730.684082
	Iteration 71Q: 3 clusters Score -1.444858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 103175 members 
Entering Unmasked Estep 
Score: -14448578.000000 Penalty: 5730.684082
	Iteration 72F: 3 clusters Score -1.444858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Entering Unmasked Estep 
Score: -6182676.000000 Penalty: 2653.986084
	Iteration 0F: 2 clusters Score -6182676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -6152648.000000 Penalty: 5307.972168
	Iteration 0F: 3 clusters Score -6152648 nChanged 20383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -6163904.000000 Penalty: 5307.972168
	Iteration 1F: 3 clusters Score -6163904 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -6164401.500000 Penalty: 5307.972168
	Iteration 2Q: 3 clusters Score -6164402 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -6164886.500000 Penalty: 5307.972168
	Iteration 3Q: 3 clusters Score -6164886 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -6165341.000000 Penalty: 5307.972168
	Iteration 4Q: 3 clusters Score -6165341 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -6165857.500000 Penalty: 5307.972168
	Iteration 5Q: 3 clusters Score -6165858 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -6166419.500000 Penalty: 5307.972168
	Iteration 6Q: 3 clusters Score -6166420 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -6166977.000000 Penalty: 5307.972168
	Iteration 7Q: 3 clusters Score -6166977 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -6167687.500000 Penalty: 5307.972168
	Iteration 8Q: 3 clusters Score -6167688 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -6168570.000000 Penalty: 5307.972168
	Iteration 9Q: 3 clusters Score -6168570 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -6169733.000000 Penalty: 5307.972168
	Iteration 10Q: 3 clusters Score -6169733 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -6171311.500000 Penalty: 5307.972168
	Iteration 11F: 3 clusters Score -6171312 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -6173385.000000 Penalty: 5307.972168
	Iteration 12F: 3 clusters Score -6173385 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -6175529.500000 Penalty: 5307.972168
	Iteration 13F: 3 clusters Score -6175530 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -6177342.000000 Penalty: 5307.972168
	Iteration 14Q: 3 clusters Score -6177342 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -6178582.000000 Penalty: 5307.972168
	Iteration 15Q: 3 clusters Score -6178582 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -6179315.500000 Penalty: 5307.972168
	Iteration 16Q: 3 clusters Score -6179316 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -6179715.000000 Penalty: 5307.972168
	Iteration 17Q: 3 clusters Score -6179715 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -6179925.000000 Penalty: 5307.972168
	Iteration 18Q: 3 clusters Score -6179925 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -6180077.000000 Penalty: 5307.972168
	Iteration 19Q: 3 clusters Score -6180077 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -6180169.000000 Penalty: 5307.972168
	Iteration 20F: 3 clusters Score -6180169 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -6180235.500000 Penalty: 5307.972168
	Iteration 21Q: 3 clusters Score -6180236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -6180284.500000 Penalty: 5307.972168
	Iteration 22Q: 3 clusters Score -6180284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -6180340.500000 Penalty: 5307.972168
	Iteration 23Q: 3 clusters Score -6180340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -6180358.500000 Penalty: 5307.972168
	Iteration 24Q: 3 clusters Score -6180358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -6180378.000000 Penalty: 5307.972168
	Iteration 25Q: 3 clusters Score -6180378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -6180393.000000 Penalty: 5307.972168
	Iteration 26Q: 3 clusters Score -6180393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -6180404.000000 Penalty: 5307.972168
	Iteration 27Q: 3 clusters Score -6180404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -6180413.000000 Penalty: 5307.972168
	Iteration 28Q: 3 clusters Score -6180413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -6180422.500000 Penalty: 5307.972168
	Iteration 29Q: 3 clusters Score -6180422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -6180423.500000 Penalty: 5307.972168
	Iteration 30Q: 3 clusters Score -6180424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -6180425.000000 Penalty: 5307.972168
	Iteration 31Q: 3 clusters Score -6180425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -6180431.000000 Penalty: 5307.972168
	Iteration 32Q: 3 clusters Score -6180431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -6180431.000000 Penalty: 5307.972168
	Iteration 33Q: 3 clusters Score -6180431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -6180428.500000 Penalty: 5307.972168
	Iteration 34Q: 3 clusters Score -6180428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -6180437.000000 Penalty: 5307.972168
	Iteration 35Q: 3 clusters Score -6180437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -6180440.000000 Penalty: 5307.972168
	Iteration 36Q: 3 clusters Score -6180440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -6180442.500000 Penalty: 5307.972168
	Iteration 37Q: 3 clusters Score -6180442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -6180434.500000 Penalty: 5307.972168
	Iteration 38Q: 3 clusters Score -6180434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -6180439.500000 Penalty: 5307.972168
	Iteration 39Q: 3 clusters Score -6180440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -6180442.000000 Penalty: 5307.972168
	Iteration 40F: 3 clusters Score -6180442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -6180444.000000 Penalty: 5307.972168
	Iteration 41Q: 3 clusters Score -6180444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -6180452.000000 Penalty: 5307.972168
	Iteration 42Q: 3 clusters Score -6180452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -6180452.500000 Penalty: 5307.972168
	Iteration 43Q: 3 clusters Score -6180452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -6180451.500000 Penalty: 5307.972168
	Iteration 44Q: 3 clusters Score -6180452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -6180451.500000 Penalty: 5307.972168
	Iteration 45F: 3 clusters Score -6180452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -101722.609375 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -101722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99998.343750 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -99998.34 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100564.695312 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -100564.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101100.148438 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -101100.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -101531.062500 Penalty: 3356.031006
	Iteration 3F: 3 clusters Score -101531.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101861.070312 Penalty: 3356.031006
	Iteration 4F: 3 clusters Score -101861.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -102419.578125 Penalty: 3356.031006
	Iteration 5F: 3 clusters Score -102419.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -102990.320312 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -102990.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103233.898438 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -103233.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -103415.421875 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -103415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -103415.421875 Penalty: 3356.031006
	Iteration 9F: 3 clusters Score -103415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152641 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90318 members 
Mstep: Class 4 contains 158793 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104172 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 53253 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149242 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31951 members 
Mstep: Class 20 contains 3916 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 173963 members 
Entering Unmasked Estep 
Score: -137453952.000000 Penalty: 75454.375000
Splitting cluster 10 changes total score from -137453984.000000 to -137453952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -138432.546875 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -138432.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136464.843750 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -136464.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136923.125000 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -136923.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -137132.781250 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -137132.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -137246.390625 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -137246.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -137330.234375 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -137330.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -137400.062500 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -137400.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -137452.265625 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -137452.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -137515.250000 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -137515.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -137555.703125 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -137555.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -137588.218750 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -137588.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -137621.156250 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -137621.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -137665.359375 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -137665.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -137699.140625 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -137699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137706.734375 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -137706.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137706.734375 Penalty: 3474.871338
	Iteration 14F: 3 clusters Score -137706.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -160206.812500 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -160206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -158122.906250 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -158122.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -158457.734375 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -158457.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -158556.921875 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -158556.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158627.156250 Penalty: 3514.191895
	Iteration 3Q: 3 clusters Score -158627.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -158672.484375 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -158672.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -158706.359375 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -158706.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -158733.531250 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -158733.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -158744.984375 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -158745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -158757.828125 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -158757.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -158775.906250 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -158775.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -158789.843750 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -158789.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -158802.656250 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -158802.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -158814.593750 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -158814.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -158828.359375 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -158828.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -158841.531250 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -158841.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -158856.234375 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -158856.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -158868.484375 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -158868.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -158889.187500 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -158889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -158897.937500 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -158897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -158905.562500 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -158905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -158913.781250 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -158913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -158919.984375 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -158920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -158923.640625 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -158923.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -158929.765625 Penalty: 3514.191895
	Iteration 23Q: 3 clusters Score -158929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -158936.531250 Penalty: 3514.191895
	Iteration 24Q: 3 clusters Score -158936.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -158941.828125 Penalty: 3514.191895
	Iteration 25Q: 3 clusters Score -158941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -158948.468750 Penalty: 3514.191895
	Iteration 26Q: 3 clusters Score -158948.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -158960.812500 Penalty: 3514.191895
	Iteration 27Q: 3 clusters Score -158960.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -158974.359375 Penalty: 3514.191895
	Iteration 28Q: 3 clusters Score -158974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -158981.062500 Penalty: 3514.191895
	Iteration 29Q: 3 clusters Score -158981.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -158990.703125 Penalty: 3514.191895
	Iteration 30Q: 3 clusters Score -158990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -158998.890625 Penalty: 3514.191895
	Iteration 31Q: 3 clusters Score -158998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -159002.046875 Penalty: 3514.191895
	Iteration 32Q: 3 clusters Score -159002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -159004.468750 Penalty: 3514.191895
	Iteration 33Q: 3 clusters Score -159004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -159006.828125 Penalty: 3514.191895
	Iteration 34Q: 3 clusters Score -159006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -159010.890625 Penalty: 3514.191895
	Iteration 35Q: 3 clusters Score -159010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -159013.921875 Penalty: 3514.191895
	Iteration 36Q: 3 clusters Score -159013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -159016.484375 Penalty: 3514.191895
	Iteration 37Q: 3 clusters Score -159016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -159017.593750 Penalty: 3514.191895
	Iteration 38Q: 3 clusters Score -159017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -159017.593750 Penalty: 3514.191895
	Iteration 39F: 3 clusters Score -159017.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -121744.781250 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -121744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119758.148438 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -119758.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -120181.414062 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -120181.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -120464.453125 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -120464.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -120772.039062 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -120772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -121066.648438 Penalty: 3438.010010
	Iteration 4F: 3 clusters Score -121066.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -121198.570312 Penalty: 3438.010010
	Iteration 5F: 3 clusters Score -121198.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -121260.476562 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -121260.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -121337.382812 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -121337.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -121402.210938 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -121402.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121470.898438 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -121470.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -121606.562500 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -121606.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -121685.390625 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -121685.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -121697.828125 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -121697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121701.468750 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -121701.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -121708.812500 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -121708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121720.109375 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -121720.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121739.101562 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -121739.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -121768.523438 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -121768.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -121829.101562 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -121829.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -121906.460938 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -121906.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -121925.562500 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -121925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -121933.328125 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -121933.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -121958.523438 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -121958.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -122015.015625 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -122015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -122224.281250 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -122224.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -122597.812500 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -122597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -122611.570312 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -122611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122614.320312 Penalty: 3438.010010
	Iteration 27Q: 3 clusters Score -122614.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122614.320312 Penalty: 3438.010010
	Iteration 28F: 3 clusters Score -122614.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152641 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90318 members 
Mstep: Class 4 contains 158793 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104172 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 53253 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149242 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31951 members 
Mstep: Class 20 contains 3916 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 173963 members 
Entering Unmasked Estep 
Score: -137453248.000000 Penalty: 75454.375000
Splitting cluster 13 changes total score from -137453984.000000 to -137453248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Entering Unmasked Estep 
Score: -454193.812500 Penalty: 2014.568848
	Iteration 0F: 2 clusters Score -454193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -450707.000000 Penalty: 4029.137695
	Iteration 0F: 3 clusters Score -450707 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -451402.843750 Penalty: 4029.137695
	Iteration 1F: 3 clusters Score -451402.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -451573.718750 Penalty: 4029.137695
	Iteration 2F: 3 clusters Score -451573.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -451667.531250 Penalty: 4029.137695
	Iteration 3Q: 3 clusters Score -451667.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -451719.875000 Penalty: 4029.137695
	Iteration 4Q: 3 clusters Score -451719.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -451757.437500 Penalty: 4029.137695
	Iteration 5Q: 3 clusters Score -451757.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -451784.875000 Penalty: 4029.137695
	Iteration 6Q: 3 clusters Score -451784.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -451806.062500 Penalty: 4029.137695
	Iteration 7Q: 3 clusters Score -451806.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -451830.906250 Penalty: 4029.137695
	Iteration 8Q: 3 clusters Score -451830.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -451853.281250 Penalty: 4029.137695
	Iteration 9Q: 3 clusters Score -451853.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -451873.625000 Penalty: 4029.137695
	Iteration 10Q: 3 clusters Score -451873.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -451887.062500 Penalty: 4029.137695
	Iteration 11Q: 3 clusters Score -451887.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -451901.531250 Penalty: 4029.137695
	Iteration 12Q: 3 clusters Score -451901.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -451908.187500 Penalty: 4029.137695
	Iteration 13Q: 3 clusters Score -451908.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -451913.593750 Penalty: 4029.137695
	Iteration 14Q: 3 clusters Score -451913.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -451917.718750 Penalty: 4029.137695
	Iteration 15Q: 3 clusters Score -451917.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -451922.593750 Penalty: 4029.137695
	Iteration 16Q: 3 clusters Score -451922.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -451928.250000 Penalty: 4029.137695
	Iteration 17Q: 3 clusters Score -451928.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -451935.156250 Penalty: 4029.137695
	Iteration 18Q: 3 clusters Score -451935.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -451947.781250 Penalty: 4029.137695
	Iteration 19Q: 3 clusters Score -451947.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -451955.906250 Penalty: 4029.137695
	Iteration 20F: 3 clusters Score -451955.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -451965.593750 Penalty: 4029.137695
	Iteration 21Q: 3 clusters Score -451965.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -451974.125000 Penalty: 4029.137695
	Iteration 22Q: 3 clusters Score -451974.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -451982.843750 Penalty: 4029.137695
	Iteration 23Q: 3 clusters Score -451982.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -451993.343750 Penalty: 4029.137695
	Iteration 24Q: 3 clusters Score -451993.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -452005.062500 Penalty: 4029.137695
	Iteration 25Q: 3 clusters Score -452005.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -452011.156250 Penalty: 4029.137695
	Iteration 26Q: 3 clusters Score -452011.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -452014.750000 Penalty: 4029.137695
	Iteration 27Q: 3 clusters Score -452014.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -452019.406250 Penalty: 4029.137695
	Iteration 28Q: 3 clusters Score -452019.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -452022.218750 Penalty: 4029.137695
	Iteration 29Q: 3 clusters Score -452022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -452023.468750 Penalty: 4029.137695
	Iteration 30Q: 3 clusters Score -452023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -452024.687500 Penalty: 4029.137695
	Iteration 31Q: 3 clusters Score -452024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -452025.375000 Penalty: 4029.137695
	Iteration 32Q: 3 clusters Score -452025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -452025.125000 Penalty: 4029.137695
	Iteration 33Q: 3 clusters Score -452025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -452026.031250 Penalty: 4029.137695
	Iteration 34Q: 3 clusters Score -452026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -452026.906250 Penalty: 4029.137695
	Iteration 35Q: 3 clusters Score -452026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -452027.468750 Penalty: 4029.137695
	Iteration 36Q: 3 clusters Score -452027.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -452027.937500 Penalty: 4029.137695
	Iteration 37Q: 3 clusters Score -452027.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -452028.906250 Penalty: 4029.137695
	Iteration 38Q: 3 clusters Score -452028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -452028.968750 Penalty: 4029.137695
	Iteration 39Q: 3 clusters Score -452029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -452028.531250 Penalty: 4029.137695
	Iteration 40F: 3 clusters Score -452028.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Entering Unmasked Estep 
Score: -7170927.000000 Penalty: 2698.936768
	Iteration 0F: 2 clusters Score -7170927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -7135030.000000 Penalty: 5397.873535
	Iteration 0F: 3 clusters Score -7135030 nChanged 24754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -7148812.000000 Penalty: 5397.873535
	Iteration 1F: 3 clusters Score -7148812 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -7149494.000000 Penalty: 5397.873535
	Iteration 2Q: 3 clusters Score -7149494 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -7150278.000000 Penalty: 5397.873535
	Iteration 3Q: 3 clusters Score -7150278 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -7151104.000000 Penalty: 5397.873535
	Iteration 4Q: 3 clusters Score -7151104 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -7151865.500000 Penalty: 5397.873535
	Iteration 5Q: 3 clusters Score -7151866 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -7152778.000000 Penalty: 5397.873535
	Iteration 6Q: 3 clusters Score -7152778 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -7153778.000000 Penalty: 5397.873535
	Iteration 7Q: 3 clusters Score -7153778 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -7154991.000000 Penalty: 5397.873535
	Iteration 8Q: 3 clusters Score -7154991 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -7156399.500000 Penalty: 5397.873535
	Iteration 9Q: 3 clusters Score -7156400 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -7158164.000000 Penalty: 5397.873535
	Iteration 10Q: 3 clusters Score -7158164 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -7160321.500000 Penalty: 5397.873535
	Iteration 11F: 3 clusters Score -7160322 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -7162509.000000 Penalty: 5397.873535
	Iteration 12Q: 3 clusters Score -7162509 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -7164456.500000 Penalty: 5397.873535
	Iteration 13Q: 3 clusters Score -7164456 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -7165805.000000 Penalty: 5397.873535
	Iteration 14Q: 3 clusters Score -7165805 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -7166614.500000 Penalty: 5397.873535
	Iteration 15Q: 3 clusters Score -7166614 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -7167198.000000 Penalty: 5397.873535
	Iteration 16Q: 3 clusters Score -7167198 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -7167553.000000 Penalty: 5397.873535
	Iteration 17Q: 3 clusters Score -7167553 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -7167778.000000 Penalty: 5397.873535
	Iteration 18Q: 3 clusters Score -7167778 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -7167979.000000 Penalty: 5397.873535
	Iteration 19Q: 3 clusters Score -7167979 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -7168116.500000 Penalty: 5397.873535
	Iteration 20F: 3 clusters Score -7168116 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -7168252.000000 Penalty: 5397.873535
	Iteration 21Q: 3 clusters Score -7168252 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7168331.500000 Penalty: 5397.873535
	Iteration 22Q: 3 clusters Score -7168332 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -7168437.000000 Penalty: 5397.873535
	Iteration 23Q: 3 clusters Score -7168437 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -7168481.000000 Penalty: 5397.873535
	Iteration 24Q: 3 clusters Score -7168481 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7168521.500000 Penalty: 5397.873535
	Iteration 25Q: 3 clusters Score -7168522 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -7168551.000000 Penalty: 5397.873535
	Iteration 26Q: 3 clusters Score -7168551 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7168585.500000 Penalty: 5397.873535
	Iteration 27Q: 3 clusters Score -7168586 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -7168610.500000 Penalty: 5397.873535
	Iteration 28Q: 3 clusters Score -7168610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -7168629.500000 Penalty: 5397.873535
	Iteration 29Q: 3 clusters Score -7168630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7168642.500000 Penalty: 5397.873535
	Iteration 30Q: 3 clusters Score -7168642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7168629.000000 Penalty: 5397.873535
	Iteration 31Q: 3 clusters Score -7168629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7168647.500000 Penalty: 5397.873535
	Iteration 32Q: 3 clusters Score -7168648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7168663.500000 Penalty: 5397.873535
	Iteration 33Q: 3 clusters Score -7168664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7168684.500000 Penalty: 5397.873535
	Iteration 34Q: 3 clusters Score -7168684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7168685.000000 Penalty: 5397.873535
	Iteration 35Q: 3 clusters Score -7168685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7168679.000000 Penalty: 5397.873535
	Iteration 36Q: 3 clusters Score -7168679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7168693.500000 Penalty: 5397.873535
	Iteration 37Q: 3 clusters Score -7168694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -7168706.000000 Penalty: 5397.873535
	Iteration 38Q: 3 clusters Score -7168706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7168708.000000 Penalty: 5397.873535
	Iteration 39Q: 3 clusters Score -7168708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7168715.500000 Penalty: 5397.873535
	Iteration 40F: 3 clusters Score -7168716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7168733.500000 Penalty: 5397.873535
	Iteration 41Q: 3 clusters Score -7168734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7168751.500000 Penalty: 5397.873535
	Iteration 42Q: 3 clusters Score -7168752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7168765.500000 Penalty: 5397.873535
	Iteration 43Q: 3 clusters Score -7168766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7168775.500000 Penalty: 5397.873535
	Iteration 44Q: 3 clusters Score -7168776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7168782.500000 Penalty: 5397.873535
	Iteration 45Q: 3 clusters Score -7168782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7168776.500000 Penalty: 5397.873535
	Iteration 46Q: 3 clusters Score -7168776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7168784.500000 Penalty: 5397.873535
	Iteration 47Q: 3 clusters Score -7168784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7168795.500000 Penalty: 5397.873535
	Iteration 48Q: 3 clusters Score -7168796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7168807.500000 Penalty: 5397.873535
	Iteration 49Q: 3 clusters Score -7168808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7168808.500000 Penalty: 5397.873535
	Iteration 50Q: 3 clusters Score -7168808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7168809.000000 Penalty: 5397.873535
	Iteration 51Q: 3 clusters Score -7168809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7168817.500000 Penalty: 5397.873535
	Iteration 52Q: 3 clusters Score -7168818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7168817.000000 Penalty: 5397.873535
	Iteration 53Q: 3 clusters Score -7168817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7168819.000000 Penalty: 5397.873535
	Iteration 54Q: 3 clusters Score -7168819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -7168819.500000 Penalty: 5397.873535
	Iteration 55Q: 3 clusters Score -7168820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7168826.000000 Penalty: 5397.873535
	Iteration 56Q: 3 clusters Score -7168826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7168832.500000 Penalty: 5397.873535
	Iteration 57Q: 3 clusters Score -7168832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7168827.500000 Penalty: 5397.873535
	Iteration 58Q: 3 clusters Score -7168828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7168817.500000 Penalty: 5397.873535
	Iteration 59Q: 3 clusters Score -7168818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7168816.500000 Penalty: 5397.873535
	Iteration 60F: 3 clusters Score -7168816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7168825.000000 Penalty: 5397.873535
	Iteration 61Q: 3 clusters Score -7168825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7168829.000000 Penalty: 5397.873535
	Iteration 62Q: 3 clusters Score -7168829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7168828.500000 Penalty: 5397.873535
	Iteration 63Q: 3 clusters Score -7168828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7168835.000000 Penalty: 5397.873535
	Iteration 64Q: 3 clusters Score -7168835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7168821.500000 Penalty: 5397.873535
	Iteration 65Q: 3 clusters Score -7168822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7168836.000000 Penalty: 5397.873535
	Iteration 66Q: 3 clusters Score -7168836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7168834.500000 Penalty: 5397.873535
	Iteration 67Q: 3 clusters Score -7168834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7168845.000000 Penalty: 5397.873535
	Iteration 68Q: 3 clusters Score -7168845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7168845.000000 Penalty: 5397.873535
	Iteration 69Q: 3 clusters Score -7168845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7168845.000000 Penalty: 5397.873535
	Iteration 70Q: 3 clusters Score -7168845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7168846.500000 Penalty: 5397.873535
	Iteration 71Q: 3 clusters Score -7168846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7168848.000000 Penalty: 5397.873535
	Iteration 72Q: 3 clusters Score -7168848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7168853.000000 Penalty: 5397.873535
	Iteration 73Q: 3 clusters Score -7168853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7168853.000000 Penalty: 5397.873535
	Iteration 74F: 3 clusters Score -7168853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -27671.355469 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -27671.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26493.029297 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -26493.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26579.390625 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -26579.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26597.191406 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -26597.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26600.941406 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -26600.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26600.941406 Penalty: 2677.488770
	Iteration 4F: 3 clusters Score -26600.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (149242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149242 members 
Entering Unmasked Estep 
Score: -20549520.000000 Penalty: 2954.504395
	Iteration 0F: 2 clusters Score -2.054952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -20451250.000000 Penalty: 5909.008789
	Iteration 0F: 3 clusters Score -2.045125e+07 nChanged 71551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78289 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -20493056.000000 Penalty: 5909.008789
	Iteration 1F: 3 clusters Score -2.049306e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -20494330.000000 Penalty: 5909.008789
	Iteration 2Q: 3 clusters Score -2.049433e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82589 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -20495776.000000 Penalty: 5909.008789
	Iteration 3Q: 3 clusters Score -2.049578e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -20498138.000000 Penalty: 5909.008789
	Iteration 4Q: 3 clusters Score -2.049814e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -20502228.000000 Penalty: 5909.008789
	Iteration 5Q: 3 clusters Score -2.050223e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -20508294.000000 Penalty: 5909.008789
	Iteration 6F: 3 clusters Score -2.050829e+07 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -20516986.000000 Penalty: 5909.008789
	Iteration 7F: 3 clusters Score -2.051699e+07 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121091 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -20526960.000000 Penalty: 5909.008789
	Iteration 8F: 3 clusters Score -2.052696e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130779 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -20535900.000000 Penalty: 5909.008789
	Iteration 9F: 3 clusters Score -2.05359e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137460 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -20541618.000000 Penalty: 5909.008789
	Iteration 10Q: 3 clusters Score -2.054162e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141478 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -20544396.000000 Penalty: 5909.008789
	Iteration 11Q: 3 clusters Score -2.05444e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143878 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -20545888.000000 Penalty: 5909.008789
	Iteration 12Q: 3 clusters Score -2.054589e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145291 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -20546576.000000 Penalty: 5909.008789
	Iteration 13Q: 3 clusters Score -2.054658e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146165 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -20546946.000000 Penalty: 5909.008789
	Iteration 14Q: 3 clusters Score -2.054695e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146744 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -20547128.000000 Penalty: 5909.008789
	Iteration 15Q: 3 clusters Score -2.054713e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147182 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -20547304.000000 Penalty: 5909.008789
	Iteration 16Q: 3 clusters Score -2.05473e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147469 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -20547400.000000 Penalty: 5909.008789
	Iteration 17Q: 3 clusters Score -2.05474e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147660 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -20547510.000000 Penalty: 5909.008789
	Iteration 18Q: 3 clusters Score -2.054751e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -20547538.000000 Penalty: 5909.008789
	Iteration 19Q: 3 clusters Score -2.054754e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147857 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -20547602.000000 Penalty: 5909.008789
	Iteration 20F: 3 clusters Score -2.05476e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147938 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -20547612.000000 Penalty: 5909.008789
	Iteration 21Q: 3 clusters Score -2.054761e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147998 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -20547602.000000 Penalty: 5909.008789
	Iteration 22Q: 3 clusters Score -2.05476e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148051 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -20547646.000000 Penalty: 5909.008789
	Iteration 23Q: 3 clusters Score -2.054765e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148099 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -20547640.000000 Penalty: 5909.008789
	Iteration 24Q: 3 clusters Score -2.054764e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148134 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -20547664.000000 Penalty: 5909.008789
	Iteration 25Q: 3 clusters Score -2.054766e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148161 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -20547672.000000 Penalty: 5909.008789
	Iteration 26Q: 3 clusters Score -2.054767e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148182 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -20547668.000000 Penalty: 5909.008789
	Iteration 27Q: 3 clusters Score -2.054767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148196 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -20547676.000000 Penalty: 5909.008789
	Iteration 28Q: 3 clusters Score -2.054768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148207 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -20547676.000000 Penalty: 5909.008789
	Iteration 29Q: 3 clusters Score -2.054768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148214 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -20547688.000000 Penalty: 5909.008789
	Iteration 30Q: 3 clusters Score -2.054769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148224 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -20547688.000000 Penalty: 5909.008789
	Iteration 31Q: 3 clusters Score -2.054769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148230 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20547698.000000 Penalty: 5909.008789
	Iteration 32Q: 3 clusters Score -2.05477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148233 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20547682.000000 Penalty: 5909.008789
	Iteration 33Q: 3 clusters Score -2.054768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148235 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -20547676.000000 Penalty: 5909.008789
	Iteration 34Q: 3 clusters Score -2.054768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148238 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20547686.000000 Penalty: 5909.008789
	Iteration 35Q: 3 clusters Score -2.054769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20547684.000000 Penalty: 5909.008789
	Iteration 36Q: 3 clusters Score -2.054768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20547688.000000 Penalty: 5909.008789
	Iteration 37Q: 3 clusters Score -2.054769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148238 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20547706.000000 Penalty: 5909.008789
	Iteration 38Q: 3 clusters Score -2.054771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148238 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20547704.000000 Penalty: 5909.008789
	Iteration 39Q: 3 clusters Score -2.05477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148241 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20547702.000000 Penalty: 5909.008789
	Iteration 40F: 3 clusters Score -2.05477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -163330.968750 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -163331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -161222.343750 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -161222.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -161586.562500 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -161586.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -161697.109375 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -161697.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -161807.046875 Penalty: 3531.740479
	Iteration 3Q: 3 clusters Score -161807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -161884.968750 Penalty: 3531.740479
	Iteration 4Q: 3 clusters Score -161885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -161946.156250 Penalty: 3531.740479
	Iteration 5Q: 3 clusters Score -161946.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -161978.406250 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -161978.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -161999.296875 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -161999.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -162011.093750 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -162011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -162014.859375 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -162014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -162017.750000 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -162017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -162018.984375 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -162019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -162020.359375 Penalty: 3531.740479
	Iteration 12Q: 3 clusters Score -162020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -162020.562500 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -162020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -162020.562500 Penalty: 3531.740479
	Iteration 14F: 3 clusters Score -162020.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Entering Unmasked Estep 
Score: -4333329.000000 Penalty: 2572.245850
	Iteration 0F: 2 clusters Score -4333329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4311496.000000 Penalty: 5144.491699
	Iteration 0F: 3 clusters Score -4311496 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4319741.500000 Penalty: 5144.491699
	Iteration 1F: 3 clusters Score -4319742 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -4320749.000000 Penalty: 5144.491699
	Iteration 2F: 3 clusters Score -4320749 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -4321980.000000 Penalty: 5144.491699
	Iteration 3F: 3 clusters Score -4321980 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4323440.500000 Penalty: 5144.491699
	Iteration 4F: 3 clusters Score -4323440 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4324964.000000 Penalty: 5144.491699
	Iteration 5F: 3 clusters Score -4324964 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -4326344.000000 Penalty: 5144.491699
	Iteration 6F: 3 clusters Score -4326344 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -4327444.000000 Penalty: 5144.491699
	Iteration 7F: 3 clusters Score -4327444 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -4328195.500000 Penalty: 5144.491699
	Iteration 8Q: 3 clusters Score -4328196 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4328717.500000 Penalty: 5144.491699
	Iteration 9Q: 3 clusters Score -4328718 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -4329014.000000 Penalty: 5144.491699
	Iteration 10Q: 3 clusters Score -4329014 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -4329227.000000 Penalty: 5144.491699
	Iteration 11Q: 3 clusters Score -4329227 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4329389.500000 Penalty: 5144.491699
	Iteration 12Q: 3 clusters Score -4329390 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -4329495.000000 Penalty: 5144.491699
	Iteration 13Q: 3 clusters Score -4329495 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -4329591.000000 Penalty: 5144.491699
	Iteration 14Q: 3 clusters Score -4329591 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -4329657.500000 Penalty: 5144.491699
	Iteration 15Q: 3 clusters Score -4329658 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -4329720.000000 Penalty: 5144.491699
	Iteration 16Q: 3 clusters Score -4329720 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -4329800.500000 Penalty: 5144.491699
	Iteration 17Q: 3 clusters Score -4329800 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -4329859.000000 Penalty: 5144.491699
	Iteration 18Q: 3 clusters Score -4329859 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -4329918.000000 Penalty: 5144.491699
	Iteration 19Q: 3 clusters Score -4329918 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -4329986.500000 Penalty: 5144.491699
	Iteration 20F: 3 clusters Score -4329986 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -4330054.000000 Penalty: 5144.491699
	Iteration 21Q: 3 clusters Score -4330054 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -4330102.000000 Penalty: 5144.491699
	Iteration 22Q: 3 clusters Score -4330102 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -4330178.000000 Penalty: 5144.491699
	Iteration 23Q: 3 clusters Score -4330178 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4330219.000000 Penalty: 5144.491699
	Iteration 24Q: 3 clusters Score -4330219 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -4330242.000000 Penalty: 5144.491699
	Iteration 25Q: 3 clusters Score -4330242 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -4330309.500000 Penalty: 5144.491699
	Iteration 26Q: 3 clusters Score -4330310 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -4330351.500000 Penalty: 5144.491699
	Iteration 27Q: 3 clusters Score -4330352 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -4330405.500000 Penalty: 5144.491699
	Iteration 28Q: 3 clusters Score -4330406 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -4330466.000000 Penalty: 5144.491699
	Iteration 29Q: 3 clusters Score -4330466 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -4330531.500000 Penalty: 5144.491699
	Iteration 30Q: 3 clusters Score -4330532 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -4330575.000000 Penalty: 5144.491699
	Iteration 31Q: 3 clusters Score -4330575 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -4330644.500000 Penalty: 5144.491699
	Iteration 32Q: 3 clusters Score -4330644 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -4330684.500000 Penalty: 5144.491699
	Iteration 33Q: 3 clusters Score -4330684 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -4330732.000000 Penalty: 5144.491699
	Iteration 34Q: 3 clusters Score -4330732 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4330746.000000 Penalty: 5144.491699
	Iteration 35Q: 3 clusters Score -4330746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -4330790.000000 Penalty: 5144.491699
	Iteration 36Q: 3 clusters Score -4330790 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -4330839.500000 Penalty: 5144.491699
	Iteration 37Q: 3 clusters Score -4330840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -4330863.500000 Penalty: 5144.491699
	Iteration 38Q: 3 clusters Score -4330864 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -4330900.500000 Penalty: 5144.491699
	Iteration 39Q: 3 clusters Score -4330900 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -4330949.500000 Penalty: 5144.491699
	Iteration 40F: 3 clusters Score -4330950 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -4330980.500000 Penalty: 5144.491699
	Iteration 41Q: 3 clusters Score -4330980 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4331015.500000 Penalty: 5144.491699
	Iteration 42Q: 3 clusters Score -4331016 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -4331036.000000 Penalty: 5144.491699
	Iteration 43Q: 3 clusters Score -4331036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -4331073.500000 Penalty: 5144.491699
	Iteration 44Q: 3 clusters Score -4331074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -4331093.500000 Penalty: 5144.491699
	Iteration 45Q: 3 clusters Score -4331094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4331128.500000 Penalty: 5144.491699
	Iteration 46Q: 3 clusters Score -4331128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -4331144.500000 Penalty: 5144.491699
	Iteration 47Q: 3 clusters Score -4331144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -4331159.000000 Penalty: 5144.491699
	Iteration 48Q: 3 clusters Score -4331159 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4331181.500000 Penalty: 5144.491699
	Iteration 49Q: 3 clusters Score -4331182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4331197.000000 Penalty: 5144.491699
	Iteration 50Q: 3 clusters Score -4331197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4331207.500000 Penalty: 5144.491699
	Iteration 51Q: 3 clusters Score -4331208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -4331214.000000 Penalty: 5144.491699
	Iteration 52Q: 3 clusters Score -4331214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -4331240.500000 Penalty: 5144.491699
	Iteration 53Q: 3 clusters Score -4331240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -4331266.500000 Penalty: 5144.491699
	Iteration 54Q: 3 clusters Score -4331266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -4331279.000000 Penalty: 5144.491699
	Iteration 55Q: 3 clusters Score -4331279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -4331311.000000 Penalty: 5144.491699
	Iteration 56Q: 3 clusters Score -4331311 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4331346.500000 Penalty: 5144.491699
	Iteration 57Q: 3 clusters Score -4331346 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4331385.500000 Penalty: 5144.491699
	Iteration 58Q: 3 clusters Score -4331386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -4331424.500000 Penalty: 5144.491699
	Iteration 59Q: 3 clusters Score -4331424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -4331463.000000 Penalty: 5144.491699
	Iteration 60F: 3 clusters Score -4331463 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -4331493.500000 Penalty: 5144.491699
	Iteration 61Q: 3 clusters Score -4331494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4331510.500000 Penalty: 5144.491699
	Iteration 62Q: 3 clusters Score -4331510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -4331539.500000 Penalty: 5144.491699
	Iteration 63Q: 3 clusters Score -4331540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4331563.000000 Penalty: 5144.491699
	Iteration 64Q: 3 clusters Score -4331563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -4331576.500000 Penalty: 5144.491699
	Iteration 65Q: 3 clusters Score -4331576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4331593.500000 Penalty: 5144.491699
	Iteration 66Q: 3 clusters Score -4331594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -4331603.500000 Penalty: 5144.491699
	Iteration 67Q: 3 clusters Score -4331604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -4331611.000000 Penalty: 5144.491699
	Iteration 68Q: 3 clusters Score -4331611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4331618.000000 Penalty: 5144.491699
	Iteration 69Q: 3 clusters Score -4331618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -4331621.500000 Penalty: 5144.491699
	Iteration 70Q: 3 clusters Score -4331622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4331628.000000 Penalty: 5144.491699
	Iteration 71Q: 3 clusters Score -4331628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4331624.500000 Penalty: 5144.491699
	Iteration 72Q: 3 clusters Score -4331624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4331625.500000 Penalty: 5144.491699
	Iteration 73Q: 3 clusters Score -4331626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4331640.500000 Penalty: 5144.491699
	Iteration 74Q: 3 clusters Score -4331640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -4331646.000000 Penalty: 5144.491699
	Iteration 75Q: 3 clusters Score -4331646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -4331642.500000 Penalty: 5144.491699
	Iteration 76Q: 3 clusters Score -4331642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -4331645.500000 Penalty: 5144.491699
	Iteration 77Q: 3 clusters Score -4331646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4331647.000000 Penalty: 5144.491699
	Iteration 78Q: 3 clusters Score -4331647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4331650.500000 Penalty: 5144.491699
	Iteration 79Q: 3 clusters Score -4331650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -4331650.000000 Penalty: 5144.491699
	Iteration 80F: 3 clusters Score -4331650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4331649.000000 Penalty: 5144.491699
	Iteration 81Q: 3 clusters Score -4331649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4331651.500000 Penalty: 5144.491699
	Iteration 82Q: 3 clusters Score -4331652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4331650.500000 Penalty: 5144.491699
	Iteration 83Q: 3 clusters Score -4331650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4331651.000000 Penalty: 5144.491699
	Iteration 84Q: 3 clusters Score -4331651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4331652.500000 Penalty: 5144.491699
	Iteration 85Q: 3 clusters Score -4331652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4331652.500000 Penalty: 5144.491699
	Iteration 86F: 3 clusters Score -4331652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Entering Unmasked Estep 
Score: -503905.875000 Penalty: 2051.660889
	Iteration 0F: 2 clusters Score -503905.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -500077.187500 Penalty: 4103.321777
	Iteration 0F: 3 clusters Score -500077.2 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -500930.187500 Penalty: 4103.321777
	Iteration 1F: 3 clusters Score -500930.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -501158.750000 Penalty: 4103.321777
	Iteration 2F: 3 clusters Score -501158.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -501306.781250 Penalty: 4103.321777
	Iteration 3F: 3 clusters Score -501306.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -501391.031250 Penalty: 4103.321777
	Iteration 4Q: 3 clusters Score -501391 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -501440.468750 Penalty: 4103.321777
	Iteration 5Q: 3 clusters Score -501440.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -501478.468750 Penalty: 4103.321777
	Iteration 6Q: 3 clusters Score -501478.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -501511.468750 Penalty: 4103.321777
	Iteration 7Q: 3 clusters Score -501511.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -501537.781250 Penalty: 4103.321777
	Iteration 8Q: 3 clusters Score -501537.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -501568.812500 Penalty: 4103.321777
	Iteration 9Q: 3 clusters Score -501568.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -501596.656250 Penalty: 4103.321777
	Iteration 10Q: 3 clusters Score -501596.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -501623.593750 Penalty: 4103.321777
	Iteration 11Q: 3 clusters Score -501623.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -501653.875000 Penalty: 4103.321777
	Iteration 12Q: 3 clusters Score -501653.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -501691.687500 Penalty: 4103.321777
	Iteration 13Q: 3 clusters Score -501691.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -501730.250000 Penalty: 4103.321777
	Iteration 14Q: 3 clusters Score -501730.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -501765.437500 Penalty: 4103.321777
	Iteration 15Q: 3 clusters Score -501765.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -501812.937500 Penalty: 4103.321777
	Iteration 16Q: 3 clusters Score -501812.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -501861.562500 Penalty: 4103.321777
	Iteration 17Q: 3 clusters Score -501861.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -501917.281250 Penalty: 4103.321777
	Iteration 18Q: 3 clusters Score -501917.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -501968.468750 Penalty: 4103.321777
	Iteration 19Q: 3 clusters Score -501968.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -502023.781250 Penalty: 4103.321777
	Iteration 20F: 3 clusters Score -502023.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -502066.906250 Penalty: 4103.321777
	Iteration 21Q: 3 clusters Score -502066.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -502109.531250 Penalty: 4103.321777
	Iteration 22Q: 3 clusters Score -502109.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -502153.750000 Penalty: 4103.321777
	Iteration 23Q: 3 clusters Score -502153.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -502205.093750 Penalty: 4103.321777
	Iteration 24Q: 3 clusters Score -502205.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -502246.937500 Penalty: 4103.321777
	Iteration 25Q: 3 clusters Score -502246.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -502281.562500 Penalty: 4103.321777
	Iteration 26Q: 3 clusters Score -502281.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -502309.406250 Penalty: 4103.321777
	Iteration 27Q: 3 clusters Score -502309.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -502324.562500 Penalty: 4103.321777
	Iteration 28Q: 3 clusters Score -502324.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -502335.750000 Penalty: 4103.321777
	Iteration 29Q: 3 clusters Score -502335.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -502345.000000 Penalty: 4103.321777
	Iteration 30Q: 3 clusters Score -502345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -502349.562500 Penalty: 4103.321777
	Iteration 31Q: 3 clusters Score -502349.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -502352.656250 Penalty: 4103.321777
	Iteration 32Q: 3 clusters Score -502352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -502355.093750 Penalty: 4103.321777
	Iteration 33Q: 3 clusters Score -502355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -502358.281250 Penalty: 4103.321777
	Iteration 34Q: 3 clusters Score -502358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -502359.062500 Penalty: 4103.321777
	Iteration 35Q: 3 clusters Score -502359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -502358.781250 Penalty: 4103.321777
	Iteration 36Q: 3 clusters Score -502358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -502359.250000 Penalty: 4103.321777
	Iteration 37Q: 3 clusters Score -502359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -502359.250000 Penalty: 4103.321777
	Iteration 38F: 3 clusters Score -502359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (173963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173963 members 
Entering Unmasked Estep 
Score: -23979898.000000 Penalty: 2992.516357
	Iteration 0F: 2 clusters Score -2.39799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -23866586.000000 Penalty: 5985.032715
	Iteration 0F: 3 clusters Score -2.386659e+07 nChanged 83483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -23915116.000000 Penalty: 5985.032715
	Iteration 1F: 3 clusters Score -2.391512e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90647 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -23915840.000000 Penalty: 5985.032715
	Iteration 2Q: 3 clusters Score -2.391584e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92787 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -23916644.000000 Penalty: 5985.032715
	Iteration 3Q: 3 clusters Score -2.391664e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95965 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -23917916.000000 Penalty: 5985.032715
	Iteration 4Q: 3 clusters Score -2.391792e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -23919590.000000 Penalty: 5985.032715
	Iteration 5Q: 3 clusters Score -2.391959e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -23922788.000000 Penalty: 5985.032715
	Iteration 6Q: 3 clusters Score -2.392279e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117758 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -23928866.000000 Penalty: 5985.032715
	Iteration 7F: 3 clusters Score -2.392887e+07 nChanged 13196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130846 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -23938976.000000 Penalty: 5985.032715
	Iteration 8F: 3 clusters Score -2.393898e+07 nChanged 14856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145682 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -23952362.000000 Penalty: 5985.032715
	Iteration 9F: 3 clusters Score -2.395236e+07 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159135 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -23965170.000000 Penalty: 5985.032715
	Iteration 10F: 3 clusters Score -2.396517e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167844 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -23972450.000000 Penalty: 5985.032715
	Iteration 11F: 3 clusters Score -2.397245e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171715 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -23975734.000000 Penalty: 5985.032715
	Iteration 12Q: 3 clusters Score -2.397573e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173014 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -23976600.000000 Penalty: 5985.032715
	Iteration 13Q: 3 clusters Score -2.39766e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173422 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -23976944.000000 Penalty: 5985.032715
	Iteration 14Q: 3 clusters Score -2.397694e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173566 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -23977056.000000 Penalty: 5985.032715
	Iteration 15Q: 3 clusters Score -2.397706e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173620 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23977144.000000 Penalty: 5985.032715
	Iteration 16Q: 3 clusters Score -2.397714e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173643 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23977154.000000 Penalty: 5985.032715
	Iteration 17Q: 3 clusters Score -2.397715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173659 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23977202.000000 Penalty: 5985.032715
	Iteration 18Q: 3 clusters Score -2.39772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173673 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23977222.000000 Penalty: 5985.032715
	Iteration 19Q: 3 clusters Score -2.397722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173681 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23977238.000000 Penalty: 5985.032715
	Iteration 20F: 3 clusters Score -2.397724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173686 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23977256.000000 Penalty: 5985.032715
	Iteration 21Q: 3 clusters Score -2.397726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173690 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23977276.000000 Penalty: 5985.032715
	Iteration 22Q: 3 clusters Score -2.397728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173691 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23977278.000000 Penalty: 5985.032715
	Iteration 23Q: 3 clusters Score -2.397728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173694 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23977284.000000 Penalty: 5985.032715
	Iteration 24Q: 3 clusters Score -2.397728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173693 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23977276.000000 Penalty: 5985.032715
	Iteration 25Q: 3 clusters Score -2.397728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173696 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23977288.000000 Penalty: 5985.032715
	Iteration 26Q: 3 clusters Score -2.397729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173701 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23977270.000000 Penalty: 5985.032715
	Iteration 27Q: 3 clusters Score -2.397727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173701 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23977270.000000 Penalty: 5985.032715
	Iteration 28F: 3 clusters Score -2.397727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152641 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90318 members 
Mstep: Class 4 contains 158793 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104172 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 53253 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149242 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31951 members 
Mstep: Class 20 contains 3916 members 
Mstep: Class 22 contains 173963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453984.000000 Penalty: 72024.632812
Iteration 119Q: 22 clusters Score -1.37454e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152632 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90322 members 
Mstep: Class 4 contains 158793 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 37318 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104154 members 
Mstep: Class 9 contains 44430 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3377 members 
Mstep: Class 15 contains 53244 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149231 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31947 members 
Mstep: Class 20 contains 3919 members 
Mstep: Class 22 contains 173991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453952.000000 Penalty: 72024.632812
Iteration 120F: 22 clusters Score -1.37454e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152634 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90329 members 
Mstep: Class 4 contains 158784 members 
Mstep: Class 5 contains 4212 members 
Mstep: Class 6 contains 37313 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104140 members 
Mstep: Class 9 contains 44434 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 53237 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149227 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31936 members 
Mstep: Class 20 contains 3920 members 
Mstep: Class 22 contains 174011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454176.000000 Penalty: 72024.632812
Iteration 121Q: 22 clusters Score -1.374542e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152646 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90332 members 
Mstep: Class 4 contains 158786 members 
Mstep: Class 5 contains 4223 members 
Mstep: Class 6 contains 37312 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104135 members 
Mstep: Class 9 contains 44437 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 53231 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149214 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31927 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454304.000000 Penalty: 72024.632812
Iteration 122Q: 22 clusters Score -1.374543e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152646 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90334 members 
Mstep: Class 4 contains 158800 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 37309 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104129 members 
Mstep: Class 9 contains 44440 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3395 members 
Mstep: Class 15 contains 53232 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149189 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31921 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454384.000000 Penalty: 72024.632812
Iteration 123Q: 22 clusters Score -1.374544e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90342 members 
Mstep: Class 4 contains 158812 members 
Mstep: Class 5 contains 4238 members 
Mstep: Class 6 contains 37307 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104124 members 
Mstep: Class 9 contains 44451 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3400 members 
Mstep: Class 15 contains 53231 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149167 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31915 members 
Mstep: Class 20 contains 3916 members 
Mstep: Class 22 contains 174016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454384.000000 Penalty: 72024.632812
Iteration 124Q: 22 clusters Score -1.374544e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152643 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90342 members 
Mstep: Class 4 contains 158825 members 
Mstep: Class 5 contains 4246 members 
Mstep: Class 6 contains 37306 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104110 members 
Mstep: Class 9 contains 44459 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3402 members 
Mstep: Class 15 contains 53233 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149150 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31904 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454224.000000 Penalty: 72024.632812
Iteration 125Q: 22 clusters Score -1.374542e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90343 members 
Mstep: Class 4 contains 158841 members 
Mstep: Class 5 contains 4249 members 
Mstep: Class 6 contains 37307 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104098 members 
Mstep: Class 9 contains 44464 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3402 members 
Mstep: Class 15 contains 53240 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149129 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31902 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454304.000000 Penalty: 72024.632812
Iteration 126Q: 22 clusters Score -1.374543e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152632 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90350 members 
Mstep: Class 4 contains 158844 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 37313 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104085 members 
Mstep: Class 9 contains 44469 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3402 members 
Mstep: Class 15 contains 53243 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149117 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31902 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454336.000000 Penalty: 72024.632812
Iteration 127Q: 22 clusters Score -1.374543e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152614 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90357 members 
Mstep: Class 4 contains 158839 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 37314 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104073 members 
Mstep: Class 9 contains 44474 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3402 members 
Mstep: Class 15 contains 53246 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149122 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31902 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454336.000000 Penalty: 72024.632812
Iteration 128Q: 22 clusters Score -1.374543e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152608 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90360 members 
Mstep: Class 4 contains 158825 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 37315 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104063 members 
Mstep: Class 9 contains 44475 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3402 members 
Mstep: Class 15 contains 53250 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149124 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31902 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454400.000000 Penalty: 72024.632812
Iteration 129Q: 22 clusters Score -1.374544e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152601 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90363 members 
Mstep: Class 4 contains 158813 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 37314 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104055 members 
Mstep: Class 9 contains 44474 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 53254 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149133 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31897 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454448.000000 Penalty: 72024.632812
Iteration 130Q: 22 clusters Score -1.374544e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152588 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90365 members 
Mstep: Class 4 contains 158807 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 37313 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104045 members 
Mstep: Class 9 contains 44475 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 53258 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149144 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31891 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454400.000000 Penalty: 72024.632812
Iteration 131Q: 22 clusters Score -1.374544e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152578 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90369 members 
Mstep: Class 4 contains 158805 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 37314 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104031 members 
Mstep: Class 9 contains 44479 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 53260 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149146 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31886 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454400.000000 Penalty: 72024.632812
Iteration 132Q: 22 clusters Score -1.374544e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152582 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90375 members 
Mstep: Class 4 contains 158797 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 37314 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104021 members 
Mstep: Class 9 contains 44472 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 53265 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149149 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31883 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454480.000000 Penalty: 72024.632812
Iteration 133Q: 22 clusters Score -1.374545e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152585 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90381 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 37313 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 104009 members 
Mstep: Class 9 contains 44476 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53274 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149151 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31880 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454464.000000 Penalty: 72024.632812
Iteration 134Q: 22 clusters Score -1.374545e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152589 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90381 members 
Mstep: Class 4 contains 158769 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 37312 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103993 members 
Mstep: Class 9 contains 44481 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53281 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149157 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31878 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454480.000000 Penalty: 72024.632812
Iteration 135Q: 22 clusters Score -1.374545e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152588 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90381 members 
Mstep: Class 4 contains 158759 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 37315 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103977 members 
Mstep: Class 9 contains 44484 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53283 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149174 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31874 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454448.000000 Penalty: 72024.632812
Iteration 136Q: 22 clusters Score -1.374544e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152584 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90378 members 
Mstep: Class 4 contains 158754 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 37311 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103960 members 
Mstep: Class 9 contains 44490 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53284 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149185 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31872 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454384.000000 Penalty: 72024.632812
Iteration 137Q: 22 clusters Score -1.374544e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152576 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90377 members 
Mstep: Class 4 contains 158756 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 37313 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103948 members 
Mstep: Class 9 contains 44491 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53282 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149188 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31872 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454352.000000 Penalty: 72024.632812
Iteration 138Q: 22 clusters Score -1.374544e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152566 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90375 members 
Mstep: Class 4 contains 158757 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 37314 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103940 members 
Mstep: Class 9 contains 44493 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53282 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149193 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31871 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454272.000000 Penalty: 72024.632812
Iteration 139Q: 22 clusters Score -1.374543e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152563 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90375 members 
Mstep: Class 4 contains 158758 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 37313 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103927 members 
Mstep: Class 9 contains 44497 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53285 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149199 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31868 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454224.000000 Penalty: 72024.632812
Iteration 140F: 22 clusters Score -1.374542e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152558 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90376 members 
Mstep: Class 4 contains 158753 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 37308 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103917 members 
Mstep: Class 9 contains 44498 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53289 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149206 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31872 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 22 contains 174210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454240.000000 Penalty: 72024.632812
Iteration 141Q: 22 clusters Score -1.374542e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152556 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90382 members 
Mstep: Class 4 contains 158736 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 37309 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103910 members 
Mstep: Class 9 contains 44502 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53294 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149215 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31870 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 22 contains 174213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454256.000000 Penalty: 72024.632812
Iteration 142Q: 22 clusters Score -1.374543e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152559 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90380 members 
Mstep: Class 4 contains 158727 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 37311 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103898 members 
Mstep: Class 9 contains 44508 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53297 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149226 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31868 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 22 contains 174213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454304.000000 Penalty: 72024.632812
Iteration 143Q: 22 clusters Score -1.374543e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152566 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90377 members 
Mstep: Class 4 contains 158725 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 37309 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103883 members 
Mstep: Class 9 contains 44512 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53302 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149238 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31867 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 22 contains 174208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454288.000000 Penalty: 72024.632812
Iteration 144Q: 22 clusters Score -1.374543e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152559 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90371 members 
Mstep: Class 4 contains 158728 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 37311 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103875 members 
Mstep: Class 9 contains 44512 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53304 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149248 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31870 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 22 contains 174209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454576.000000 Penalty: 72024.632812
Iteration 145Q: 22 clusters Score -1.374546e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152559 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90370 members 
Mstep: Class 4 contains 158725 members 
Mstep: Class 5 contains 4254 members 
Mstep: Class 6 contains 37311 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103863 members 
Mstep: Class 9 contains 44513 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53305 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149255 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31872 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454400.000000 Penalty: 72024.632812
Iteration 146Q: 22 clusters Score -1.374544e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152558 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90368 members 
Mstep: Class 4 contains 158717 members 
Mstep: Class 5 contains 4255 members 
Mstep: Class 6 contains 37311 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103851 members 
Mstep: Class 9 contains 44516 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53310 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149263 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31876 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454496.000000 Penalty: 72024.632812
Iteration 147Q: 22 clusters Score -1.374545e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152555 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90365 members 
Mstep: Class 4 contains 158709 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 6 contains 37307 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103834 members 
Mstep: Class 9 contains 44520 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 53309 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149281 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31877 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454416.000000 Penalty: 72024.632812
Iteration 148Q: 22 clusters Score -1.374544e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152551 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90356 members 
Mstep: Class 4 contains 158714 members 
Mstep: Class 5 contains 4257 members 
Mstep: Class 6 contains 37305 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103827 members 
Mstep: Class 9 contains 44521 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53313 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149284 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31877 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454512.000000 Penalty: 72024.632812
Iteration 149Q: 22 clusters Score -1.374545e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152537 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90357 members 
Mstep: Class 4 contains 158721 members 
Mstep: Class 5 contains 4257 members 
Mstep: Class 6 contains 37303 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103817 members 
Mstep: Class 9 contains 44527 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53317 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149284 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31876 members 
Mstep: Class 20 contains 3920 members 
Mstep: Class 22 contains 174238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454544.000000 Penalty: 72024.632812
Iteration 150Q: 22 clusters Score -1.374545e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90353 members 
Mstep: Class 4 contains 158716 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 37303 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103810 members 
Mstep: Class 9 contains 44532 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53325 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149287 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31876 members 
Mstep: Class 20 contains 3923 members 
Mstep: Class 22 contains 174239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454448.000000 Penalty: 72024.632812
Iteration 151Q: 22 clusters Score -1.374544e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152524 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90352 members 
Mstep: Class 4 contains 158721 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 37296 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103793 members 
Mstep: Class 9 contains 44536 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53334 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149289 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31877 members 
Mstep: Class 20 contains 3922 members 
Mstep: Class 22 contains 174251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454448.000000 Penalty: 72024.632812
Iteration 152Q: 22 clusters Score -1.374544e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152529 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90351 members 
Mstep: Class 4 contains 158709 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 37296 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103777 members 
Mstep: Class 9 contains 44535 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53345 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149298 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31878 members 
Mstep: Class 20 contains 3920 members 
Mstep: Class 22 contains 174256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454416.000000 Penalty: 72024.632812
Iteration 153Q: 22 clusters Score -1.374544e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152529 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90349 members 
Mstep: Class 4 contains 158702 members 
Mstep: Class 5 contains 4261 members 
Mstep: Class 6 contains 37294 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103767 members 
Mstep: Class 9 contains 44537 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53351 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149288 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31879 members 
Mstep: Class 20 contains 3920 members 
Mstep: Class 22 contains 174277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454416.000000 Penalty: 72024.632812
Iteration 154Q: 22 clusters Score -1.374544e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152536 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90348 members 
Mstep: Class 4 contains 158694 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 37293 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103756 members 
Mstep: Class 9 contains 44538 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53359 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149295 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31879 members 
Mstep: Class 20 contains 3919 members 
Mstep: Class 22 contains 174275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454416.000000 Penalty: 72024.632812
Iteration 155Q: 22 clusters Score -1.374544e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152535 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90352 members 
Mstep: Class 4 contains 158684 members 
Mstep: Class 5 contains 4265 members 
Mstep: Class 6 contains 37288 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103749 members 
Mstep: Class 9 contains 44543 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53358 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149294 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31881 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454496.000000 Penalty: 72024.632812
Iteration 156Q: 22 clusters Score -1.374545e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152536 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90354 members 
Mstep: Class 4 contains 158686 members 
Mstep: Class 5 contains 4267 members 
Mstep: Class 6 contains 37285 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103738 members 
Mstep: Class 9 contains 44544 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53361 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149304 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31883 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454384.000000 Penalty: 72024.632812
Iteration 157Q: 22 clusters Score -1.374544e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152528 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90353 members 
Mstep: Class 4 contains 158689 members 
Mstep: Class 5 contains 4271 members 
Mstep: Class 6 contains 37281 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103731 members 
Mstep: Class 9 contains 44548 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53367 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149307 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31885 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 22 contains 174276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454480.000000 Penalty: 72024.632812
Iteration 158Q: 22 clusters Score -1.374545e+08 nChanged 130
Entering ConstructFrom: 
Score: -137454480.000000 Penalty: 72024.632812
Entering ConstructFrom: 
Trying to split cluster 1 (152527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152527 members 
Entering Unmasked Estep 
Score: -21074708.000000 Penalty: 2959.904053
	Iteration 0F: 2 clusters Score -2.107471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -20974690.000000 Penalty: 5919.808105
	Iteration 0F: 3 clusters Score -2.097469e+07 nChanged 73052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -21016978.000000 Penalty: 5919.808105
	Iteration 1F: 3 clusters Score -2.101698e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 72142 members 
Entering Unmasked Estep 
Score: -21017806.000000 Penalty: 5919.808105
	Iteration 2Q: 3 clusters Score -2.101781e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83060 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -21018878.000000 Penalty: 5919.808105
	Iteration 3Q: 3 clusters Score -2.101888e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87203 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -21020360.000000 Penalty: 5919.808105
	Iteration 4Q: 3 clusters Score -2.102036e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -21022898.000000 Penalty: 5919.808105
	Iteration 5Q: 3 clusters Score -2.10229e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102227 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -21027932.000000 Penalty: 5919.808105
	Iteration 6F: 3 clusters Score -2.102793e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114284 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -21036820.000000 Penalty: 5919.808105
	Iteration 7F: 3 clusters Score -2.103682e+07 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128282 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -21049468.000000 Penalty: 5919.808105
	Iteration 8F: 3 clusters Score -2.104947e+07 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140312 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -21062092.000000 Penalty: 5919.808105
	Iteration 9F: 3 clusters Score -2.106209e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -21068992.000000 Penalty: 5919.808105
	Iteration 10Q: 3 clusters Score -2.106899e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150991 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -21071096.000000 Penalty: 5919.808105
	Iteration 11Q: 3 clusters Score -2.10711e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151943 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21071734.000000 Penalty: 5919.808105
	Iteration 12Q: 3 clusters Score -2.107173e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152175 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -21071968.000000 Penalty: 5919.808105
	Iteration 13Q: 3 clusters Score -2.107197e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21072030.000000 Penalty: 5919.808105
	Iteration 14Q: 3 clusters Score -2.107203e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21072090.000000 Penalty: 5919.808105
	Iteration 15Q: 3 clusters Score -2.107209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152265 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21072104.000000 Penalty: 5919.808105
	Iteration 16Q: 3 clusters Score -2.10721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152273 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21072108.000000 Penalty: 5919.808105
	Iteration 17Q: 3 clusters Score -2.107211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152281 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21072116.000000 Penalty: 5919.808105
	Iteration 18Q: 3 clusters Score -2.107212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21072124.000000 Penalty: 5919.808105
	Iteration 19Q: 3 clusters Score -2.107212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152283 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21072116.000000 Penalty: 5919.808105
	Iteration 20F: 3 clusters Score -2.107212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21072120.000000 Penalty: 5919.808105
	Iteration 21Q: 3 clusters Score -2.107212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21072120.000000 Penalty: 5919.808105
	Iteration 22F: 3 clusters Score -2.107212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -79700.468750 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -79700.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78162.710938 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -78162.71 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -78530.539062 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -78530.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78721.351562 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -78721.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78961.585938 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -78961.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79162.460938 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -79162.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79331.203125 Penalty: 3234.228271
	Iteration 5F: 3 clusters Score -79331.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79469.726562 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -79469.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79486.593750 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -79486.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79493.460938 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -79493.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -79500.265625 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -79500.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -79510.031250 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -79510.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -79511.296875 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -79511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79512.046875 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -79512.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79512.046875 Penalty: 3234.228271
	Iteration 13F: 3 clusters Score -79512.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90353 members 
Entering Unmasked Estep 
Score: -12576628.000000 Penalty: 2830.047119
	Iteration 0F: 2 clusters Score -1.257663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -12516080.000000 Penalty: 5660.094238
	Iteration 0F: 3 clusters Score -1.251608e+07 nChanged 42748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -12540284.000000 Penalty: 5660.094238
	Iteration 1F: 3 clusters Score -1.254028e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -12540900.000000 Penalty: 5660.094238
	Iteration 2Q: 3 clusters Score -1.25409e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -12541591.000000 Penalty: 5660.094238
	Iteration 3Q: 3 clusters Score -1.254159e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -12542415.000000 Penalty: 5660.094238
	Iteration 4Q: 3 clusters Score -1.254242e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -12543461.000000 Penalty: 5660.094238
	Iteration 5Q: 3 clusters Score -1.254346e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -12544776.000000 Penalty: 5660.094238
	Iteration 6Q: 3 clusters Score -1.254478e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -12546899.000000 Penalty: 5660.094238
	Iteration 7Q: 3 clusters Score -1.25469e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -12549406.000000 Penalty: 5660.094238
	Iteration 8F: 3 clusters Score -1.254941e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -12552706.000000 Penalty: 5660.094238
	Iteration 9F: 3 clusters Score -1.255271e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -12556716.000000 Penalty: 5660.094238
	Iteration 10F: 3 clusters Score -1.255672e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -12560533.000000 Penalty: 5660.094238
	Iteration 11F: 3 clusters Score -1.256053e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -12563020.000000 Penalty: 5660.094238
	Iteration 12Q: 3 clusters Score -1.256302e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -12564443.000000 Penalty: 5660.094238
	Iteration 13Q: 3 clusters Score -1.256444e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -12565142.000000 Penalty: 5660.094238
	Iteration 14Q: 3 clusters Score -1.256514e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -12565599.000000 Penalty: 5660.094238
	Iteration 15Q: 3 clusters Score -1.25656e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -12565979.000000 Penalty: 5660.094238
	Iteration 16Q: 3 clusters Score -1.256598e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -12566319.000000 Penalty: 5660.094238
	Iteration 17Q: 3 clusters Score -1.256632e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -12566646.000000 Penalty: 5660.094238
	Iteration 18Q: 3 clusters Score -1.256665e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -12567026.000000 Penalty: 5660.094238
	Iteration 19Q: 3 clusters Score -1.256703e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -12567439.000000 Penalty: 5660.094238
	Iteration 20F: 3 clusters Score -1.256744e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -12567812.000000 Penalty: 5660.094238
	Iteration 21Q: 3 clusters Score -1.256781e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71363 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -12568095.000000 Penalty: 5660.094238
	Iteration 22Q: 3 clusters Score -1.25681e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -12568489.000000 Penalty: 5660.094238
	Iteration 23Q: 3 clusters Score -1.256849e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -12568838.000000 Penalty: 5660.094238
	Iteration 24Q: 3 clusters Score -1.256884e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -12569366.000000 Penalty: 5660.094238
	Iteration 25Q: 3 clusters Score -1.256937e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -12569924.000000 Penalty: 5660.094238
	Iteration 26Q: 3 clusters Score -1.256992e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -12570414.000000 Penalty: 5660.094238
	Iteration 27Q: 3 clusters Score -1.257041e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -12570891.000000 Penalty: 5660.094238
	Iteration 28Q: 3 clusters Score -1.257089e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -12571367.000000 Penalty: 5660.094238
	Iteration 29Q: 3 clusters Score -1.257137e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -12571938.000000 Penalty: 5660.094238
	Iteration 30Q: 3 clusters Score -1.257194e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -12572505.000000 Penalty: 5660.094238
	Iteration 31Q: 3 clusters Score -1.25725e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -12572967.000000 Penalty: 5660.094238
	Iteration 32Q: 3 clusters Score -1.257297e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84318 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -12573418.000000 Penalty: 5660.094238
	Iteration 33Q: 3 clusters Score -1.257342e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -12573820.000000 Penalty: 5660.094238
	Iteration 34Q: 3 clusters Score -1.257382e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -12574119.000000 Penalty: 5660.094238
	Iteration 35Q: 3 clusters Score -1.257412e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -12574309.000000 Penalty: 5660.094238
	Iteration 36Q: 3 clusters Score -1.257431e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -12574498.000000 Penalty: 5660.094238
	Iteration 37Q: 3 clusters Score -1.25745e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -12574601.000000 Penalty: 5660.094238
	Iteration 38Q: 3 clusters Score -1.25746e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87321 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -12574634.000000 Penalty: 5660.094238
	Iteration 39Q: 3 clusters Score -1.257463e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -12574783.000000 Penalty: 5660.094238
	Iteration 40F: 3 clusters Score -1.257478e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -12574832.000000 Penalty: 5660.094238
	Iteration 41Q: 3 clusters Score -1.257483e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -12574920.000000 Penalty: 5660.094238
	Iteration 42Q: 3 clusters Score -1.257492e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -12574957.000000 Penalty: 5660.094238
	Iteration 43Q: 3 clusters Score -1.257496e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -12575002.000000 Penalty: 5660.094238
	Iteration 44Q: 3 clusters Score -1.2575e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -12575033.000000 Penalty: 5660.094238
	Iteration 45Q: 3 clusters Score -1.257503e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -12575070.000000 Penalty: 5660.094238
	Iteration 46Q: 3 clusters Score -1.257507e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -12575078.000000 Penalty: 5660.094238
	Iteration 47Q: 3 clusters Score -1.257508e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88469 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -12575096.000000 Penalty: 5660.094238
	Iteration 48Q: 3 clusters Score -1.25751e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88499 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -12575108.000000 Penalty: 5660.094238
	Iteration 49Q: 3 clusters Score -1.257511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88529 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -12575077.000000 Penalty: 5660.094238
	Iteration 50Q: 3 clusters Score -1.257508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -12575092.000000 Penalty: 5660.094238
	Iteration 51Q: 3 clusters Score -1.257509e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88574 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -12575119.000000 Penalty: 5660.094238
	Iteration 52Q: 3 clusters Score -1.257512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12575131.000000 Penalty: 5660.094238
	Iteration 53Q: 3 clusters Score -1.257513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88602 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -12575146.000000 Penalty: 5660.094238
	Iteration 54Q: 3 clusters Score -1.257515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12575141.000000 Penalty: 5660.094238
	Iteration 55Q: 3 clusters Score -1.257514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -12575145.000000 Penalty: 5660.094238
	Iteration 56Q: 3 clusters Score -1.257514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -12575140.000000 Penalty: 5660.094238
	Iteration 57Q: 3 clusters Score -1.257514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88641 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -12575133.000000 Penalty: 5660.094238
	Iteration 58Q: 3 clusters Score -1.257513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -12575135.000000 Penalty: 5660.094238
	Iteration 59Q: 3 clusters Score -1.257514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -12575123.000000 Penalty: 5660.094238
	Iteration 60F: 3 clusters Score -1.257512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -12575131.000000 Penalty: 5660.094238
	Iteration 61Q: 3 clusters Score -1.257513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -12575141.000000 Penalty: 5660.094238
	Iteration 62Q: 3 clusters Score -1.257514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -12575135.000000 Penalty: 5660.094238
	Iteration 63Q: 3 clusters Score -1.257514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12575147.000000 Penalty: 5660.094238
	Iteration 64Q: 3 clusters Score -1.257515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -12575143.000000 Penalty: 5660.094238
	Iteration 65Q: 3 clusters Score -1.257514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12575150.000000 Penalty: 5660.094238
	Iteration 66Q: 3 clusters Score -1.257515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -12575153.000000 Penalty: 5660.094238
	Iteration 67Q: 3 clusters Score -1.257515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88703 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -12575151.000000 Penalty: 5660.094238
	Iteration 68Q: 3 clusters Score -1.257515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -12575139.000000 Penalty: 5660.094238
	Iteration 69Q: 3 clusters Score -1.257514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88712 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -12575138.000000 Penalty: 5660.094238
	Iteration 70Q: 3 clusters Score -1.257514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88714 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -12575147.000000 Penalty: 5660.094238
	Iteration 71Q: 3 clusters Score -1.257515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12575147.000000 Penalty: 5660.094238
	Iteration 72Q: 3 clusters Score -1.257515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12575154.000000 Penalty: 5660.094238
	Iteration 73Q: 3 clusters Score -1.257515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12575154.000000 Penalty: 5660.094238
	Iteration 74F: 3 clusters Score -1.257515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158694 members 
Entering Unmasked Estep 
Score: -21849874.000000 Penalty: 2969.733887
	Iteration 0F: 2 clusters Score -2.184987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -21746686.000000 Penalty: 5939.467773
	Iteration 0F: 3 clusters Score -2.174669e+07 nChanged 75844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -21791764.000000 Penalty: 5939.467773
	Iteration 1F: 3 clusters Score -2.179176e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -21794116.000000 Penalty: 5939.467773
	Iteration 2Q: 3 clusters Score -2.179412e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 92580 members 
Entering Unmasked Estep 
Score: -21798156.000000 Penalty: 5939.467773
	Iteration 3F: 3 clusters Score -2.179816e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -21804458.000000 Penalty: 5939.467773
	Iteration 4F: 3 clusters Score -2.180446e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 107444 members 
Entering Unmasked Estep 
Score: -21812920.000000 Penalty: 5939.467773
	Iteration 5F: 3 clusters Score -2.181292e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 115616 members 
Entering Unmasked Estep 
Score: -21822782.000000 Penalty: 5939.467773
	Iteration 6F: 3 clusters Score -2.182278e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 122175 members 
Entering Unmasked Estep 
Score: -21830656.000000 Penalty: 5939.467773
	Iteration 7F: 3 clusters Score -2.183066e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 126169 members 
Entering Unmasked Estep 
Score: -21835248.000000 Penalty: 5939.467773
	Iteration 8Q: 3 clusters Score -2.183525e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 128943 members 
Entering Unmasked Estep 
Score: -21837480.000000 Penalty: 5939.467773
	Iteration 9Q: 3 clusters Score -2.183748e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 131357 members 
Entering Unmasked Estep 
Score: -21839054.000000 Penalty: 5939.467773
	Iteration 10Q: 3 clusters Score -2.183905e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 133689 members 
Entering Unmasked Estep 
Score: -21840218.000000 Penalty: 5939.467773
	Iteration 11Q: 3 clusters Score -2.184022e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -21841182.000000 Penalty: 5939.467773
	Iteration 12Q: 3 clusters Score -2.184118e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 138701 members 
Entering Unmasked Estep 
Score: -21842448.000000 Penalty: 5939.467773
	Iteration 13Q: 3 clusters Score -2.184245e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 141323 members 
Entering Unmasked Estep 
Score: -21843510.000000 Penalty: 5939.467773
	Iteration 14Q: 3 clusters Score -2.184351e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 143913 members 
Entering Unmasked Estep 
Score: -21844614.000000 Penalty: 5939.467773
	Iteration 15Q: 3 clusters Score -2.184461e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 146297 members 
Entering Unmasked Estep 
Score: -21845440.000000 Penalty: 5939.467773
	Iteration 16Q: 3 clusters Score -2.184544e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 148468 members 
Entering Unmasked Estep 
Score: -21845972.000000 Penalty: 5939.467773
	Iteration 17Q: 3 clusters Score -2.184597e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 150279 members 
Entering Unmasked Estep 
Score: -21846438.000000 Penalty: 5939.467773
	Iteration 18Q: 3 clusters Score -2.184644e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 151804 members 
Entering Unmasked Estep 
Score: -21846788.000000 Penalty: 5939.467773
	Iteration 19Q: 3 clusters Score -2.184679e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 153013 members 
Entering Unmasked Estep 
Score: -21847094.000000 Penalty: 5939.467773
	Iteration 20F: 3 clusters Score -2.184709e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 153990 members 
Entering Unmasked Estep 
Score: -21847262.000000 Penalty: 5939.467773
	Iteration 21Q: 3 clusters Score -2.184726e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 154746 members 
Entering Unmasked Estep 
Score: -21847422.000000 Penalty: 5939.467773
	Iteration 22Q: 3 clusters Score -2.184742e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 155343 members 
Entering Unmasked Estep 
Score: -21847614.000000 Penalty: 5939.467773
	Iteration 23Q: 3 clusters Score -2.184761e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 155809 members 
Entering Unmasked Estep 
Score: -21847738.000000 Penalty: 5939.467773
	Iteration 24Q: 3 clusters Score -2.184774e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 156150 members 
Entering Unmasked Estep 
Score: -21847822.000000 Penalty: 5939.467773
	Iteration 25Q: 3 clusters Score -2.184782e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 156419 members 
Entering Unmasked Estep 
Score: -21847828.000000 Penalty: 5939.467773
	Iteration 26Q: 3 clusters Score -2.184783e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -21847888.000000 Penalty: 5939.467773
	Iteration 27Q: 3 clusters Score -2.184789e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 156740 members 
Entering Unmasked Estep 
Score: -21847910.000000 Penalty: 5939.467773
	Iteration 28Q: 3 clusters Score -2.184791e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 156847 members 
Entering Unmasked Estep 
Score: -21847922.000000 Penalty: 5939.467773
	Iteration 29Q: 3 clusters Score -2.184792e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 156932 members 
Entering Unmasked Estep 
Score: -21847924.000000 Penalty: 5939.467773
	Iteration 30Q: 3 clusters Score -2.184792e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -21847936.000000 Penalty: 5939.467773
	Iteration 31Q: 3 clusters Score -2.184794e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 157057 members 
Entering Unmasked Estep 
Score: -21847954.000000 Penalty: 5939.467773
	Iteration 32Q: 3 clusters Score -2.184795e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 157096 members 
Entering Unmasked Estep 
Score: -21847974.000000 Penalty: 5939.467773
	Iteration 33Q: 3 clusters Score -2.184797e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 157129 members 
Entering Unmasked Estep 
Score: -21848004.000000 Penalty: 5939.467773
	Iteration 34Q: 3 clusters Score -2.1848e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 157163 members 
Entering Unmasked Estep 
Score: -21847984.000000 Penalty: 5939.467773
	Iteration 35Q: 3 clusters Score -2.184798e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 157202 members 
Entering Unmasked Estep 
Score: -21848016.000000 Penalty: 5939.467773
	Iteration 36Q: 3 clusters Score -2.184802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 157235 members 
Entering Unmasked Estep 
Score: -21848044.000000 Penalty: 5939.467773
	Iteration 37Q: 3 clusters Score -2.184804e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 157272 members 
Entering Unmasked Estep 
Score: -21848026.000000 Penalty: 5939.467773
	Iteration 38Q: 3 clusters Score -2.184803e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 157300 members 
Entering Unmasked Estep 
Score: -21848016.000000 Penalty: 5939.467773
	Iteration 39Q: 3 clusters Score -2.184802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 157321 members 
Entering Unmasked Estep 
Score: -21848004.000000 Penalty: 5939.467773
	Iteration 40F: 3 clusters Score -2.1848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 157338 members 
Entering Unmasked Estep 
Score: -21848004.000000 Penalty: 5939.467773
	Iteration 41Q: 3 clusters Score -2.1848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 157348 members 
Entering Unmasked Estep 
Score: -21848010.000000 Penalty: 5939.467773
	Iteration 42Q: 3 clusters Score -2.184801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -21848004.000000 Penalty: 5939.467773
	Iteration 43Q: 3 clusters Score -2.1848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 157360 members 
Entering Unmasked Estep 
Score: -21848008.000000 Penalty: 5939.467773
	Iteration 44Q: 3 clusters Score -2.184801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 157366 members 
Entering Unmasked Estep 
Score: -21848020.000000 Penalty: 5939.467773
	Iteration 45Q: 3 clusters Score -2.184802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 157366 members 
Entering Unmasked Estep 
Score: -21848022.000000 Penalty: 5939.467773
	Iteration 46Q: 3 clusters Score -2.184802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 157372 members 
Entering Unmasked Estep 
Score: -21848012.000000 Penalty: 5939.467773
	Iteration 47Q: 3 clusters Score -2.184801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 157375 members 
Entering Unmasked Estep 
Score: -21848020.000000 Penalty: 5939.467773
	Iteration 48Q: 3 clusters Score -2.184802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 157376 members 
Entering Unmasked Estep 
Score: -21848010.000000 Penalty: 5939.467773
	Iteration 49Q: 3 clusters Score -2.184801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 157377 members 
Entering Unmasked Estep 
Score: -21848012.000000 Penalty: 5939.467773
	Iteration 50Q: 3 clusters Score -2.184801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 157377 members 
Entering Unmasked Estep 
Score: -21848012.000000 Penalty: 5939.467773
	Iteration 51F: 3 clusters Score -2.184801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Entering Unmasked Estep 
Score: -565380.937500 Penalty: 2073.297607
	Iteration 0F: 2 clusters Score -565380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -561279.687500 Penalty: 4146.595215
	Iteration 0F: 3 clusters Score -561279.7 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -562132.500000 Penalty: 4146.595215
	Iteration 1F: 3 clusters Score -562132.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -562315.437500 Penalty: 4146.595215
	Iteration 2F: 3 clusters Score -562315.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -562513.750000 Penalty: 4146.595215
	Iteration 3F: 3 clusters Score -562513.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -562728.125000 Penalty: 4146.595215
	Iteration 4F: 3 clusters Score -562728.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -562913.250000 Penalty: 4146.595215
	Iteration 5F: 3 clusters Score -562913.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -563061.687500 Penalty: 4146.595215
	Iteration 6Q: 3 clusters Score -563061.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -563184.625000 Penalty: 4146.595215
	Iteration 7Q: 3 clusters Score -563184.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -563304.312500 Penalty: 4146.595215
	Iteration 8Q: 3 clusters Score -563304.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -563397.000000 Penalty: 4146.595215
	Iteration 9Q: 3 clusters Score -563397 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -563483.875000 Penalty: 4146.595215
	Iteration 10Q: 3 clusters Score -563483.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -563564.687500 Penalty: 4146.595215
	Iteration 11Q: 3 clusters Score -563564.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -563628.875000 Penalty: 4146.595215
	Iteration 12Q: 3 clusters Score -563628.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -563689.500000 Penalty: 4146.595215
	Iteration 13Q: 3 clusters Score -563689.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -563749.500000 Penalty: 4146.595215
	Iteration 14Q: 3 clusters Score -563749.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -563787.750000 Penalty: 4146.595215
	Iteration 15Q: 3 clusters Score -563787.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -563815.625000 Penalty: 4146.595215
	Iteration 16Q: 3 clusters Score -563815.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -563840.625000 Penalty: 4146.595215
	Iteration 17Q: 3 clusters Score -563840.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -563868.250000 Penalty: 4146.595215
	Iteration 18Q: 3 clusters Score -563868.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -563883.625000 Penalty: 4146.595215
	Iteration 19Q: 3 clusters Score -563883.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -563897.687500 Penalty: 4146.595215
	Iteration 20F: 3 clusters Score -563897.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -563909.125000 Penalty: 4146.595215
	Iteration 21Q: 3 clusters Score -563909.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -563918.187500 Penalty: 4146.595215
	Iteration 22Q: 3 clusters Score -563918.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -563925.625000 Penalty: 4146.595215
	Iteration 23Q: 3 clusters Score -563925.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -563939.812500 Penalty: 4146.595215
	Iteration 24Q: 3 clusters Score -563939.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -563946.562500 Penalty: 4146.595215
	Iteration 25Q: 3 clusters Score -563946.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -563953.750000 Penalty: 4146.595215
	Iteration 26Q: 3 clusters Score -563953.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -563964.625000 Penalty: 4146.595215
	Iteration 27Q: 3 clusters Score -563964.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -563973.812500 Penalty: 4146.595215
	Iteration 28Q: 3 clusters Score -563973.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -563981.625000 Penalty: 4146.595215
	Iteration 29Q: 3 clusters Score -563981.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -563986.812500 Penalty: 4146.595215
	Iteration 30Q: 3 clusters Score -563986.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -563994.000000 Penalty: 4146.595215
	Iteration 31Q: 3 clusters Score -563994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -563999.062500 Penalty: 4146.595215
	Iteration 32Q: 3 clusters Score -563999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -564000.625000 Penalty: 4146.595215
	Iteration 33Q: 3 clusters Score -564000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -564002.125000 Penalty: 4146.595215
	Iteration 34Q: 3 clusters Score -564002.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -564004.562500 Penalty: 4146.595215
	Iteration 35Q: 3 clusters Score -564004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -564005.562500 Penalty: 4146.595215
	Iteration 36Q: 3 clusters Score -564005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -564009.875000 Penalty: 4146.595215
	Iteration 37Q: 3 clusters Score -564009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -564010.937500 Penalty: 4146.595215
	Iteration 38Q: 3 clusters Score -564010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -564013.812500 Penalty: 4146.595215
	Iteration 39Q: 3 clusters Score -564013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -564016.437500 Penalty: 4146.595215
	Iteration 40F: 3 clusters Score -564016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -564019.812500 Penalty: 4146.595215
	Iteration 41Q: 3 clusters Score -564019.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -564024.000000 Penalty: 4146.595215
	Iteration 42Q: 3 clusters Score -564024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -564028.437500 Penalty: 4146.595215
	Iteration 43Q: 3 clusters Score -564028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -564032.937500 Penalty: 4146.595215
	Iteration 44Q: 3 clusters Score -564032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -564031.750000 Penalty: 4146.595215
	Iteration 45Q: 3 clusters Score -564031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -564032.375000 Penalty: 4146.595215
	Iteration 46Q: 3 clusters Score -564032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -564032.375000 Penalty: 4146.595215
	Iteration 47F: 3 clusters Score -564032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Entering Unmasked Estep 
Score: -5201011.000000 Penalty: 2610.480713
	Iteration 0F: 2 clusters Score -5201011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -5175656.500000 Penalty: 5220.961426
	Iteration 0F: 3 clusters Score -5175656 nChanged 16920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -5184789.000000 Penalty: 5220.961426
	Iteration 1F: 3 clusters Score -5184789 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -5185385.000000 Penalty: 5220.961426
	Iteration 2Q: 3 clusters Score -5185385 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -5185949.000000 Penalty: 5220.961426
	Iteration 3Q: 3 clusters Score -5185949 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -5186750.000000 Penalty: 5220.961426
	Iteration 4Q: 3 clusters Score -5186750 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -5187923.000000 Penalty: 5220.961426
	Iteration 5F: 3 clusters Score -5187923 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -5189728.000000 Penalty: 5220.961426
	Iteration 6F: 3 clusters Score -5189728 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -5192079.500000 Penalty: 5220.961426
	Iteration 7F: 3 clusters Score -5192080 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -5194541.500000 Penalty: 5220.961426
	Iteration 8F: 3 clusters Score -5194542 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -5196490.500000 Penalty: 5220.961426
	Iteration 9F: 3 clusters Score -5196490 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -5197578.000000 Penalty: 5220.961426
	Iteration 10Q: 3 clusters Score -5197578 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -5198138.000000 Penalty: 5220.961426
	Iteration 11Q: 3 clusters Score -5198138 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5198434.000000 Penalty: 5220.961426
	Iteration 12Q: 3 clusters Score -5198434 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5198596.500000 Penalty: 5220.961426
	Iteration 13Q: 3 clusters Score -5198596 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5198671.000000 Penalty: 5220.961426
	Iteration 14Q: 3 clusters Score -5198671 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5198711.500000 Penalty: 5220.961426
	Iteration 15Q: 3 clusters Score -5198712 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5198740.500000 Penalty: 5220.961426
	Iteration 16Q: 3 clusters Score -5198740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5198761.500000 Penalty: 5220.961426
	Iteration 17Q: 3 clusters Score -5198762 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5198794.000000 Penalty: 5220.961426
	Iteration 18Q: 3 clusters Score -5198794 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5198821.000000 Penalty: 5220.961426
	Iteration 19Q: 3 clusters Score -5198821 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5198838.500000 Penalty: 5220.961426
	Iteration 20F: 3 clusters Score -5198838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5198863.500000 Penalty: 5220.961426
	Iteration 21Q: 3 clusters Score -5198864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5198878.500000 Penalty: 5220.961426
	Iteration 22Q: 3 clusters Score -5198878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5198883.500000 Penalty: 5220.961426
	Iteration 23Q: 3 clusters Score -5198884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5198888.000000 Penalty: 5220.961426
	Iteration 24Q: 3 clusters Score -5198888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5198902.000000 Penalty: 5220.961426
	Iteration 25Q: 3 clusters Score -5198902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5198908.500000 Penalty: 5220.961426
	Iteration 26Q: 3 clusters Score -5198908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5198911.000000 Penalty: 5220.961426
	Iteration 27Q: 3 clusters Score -5198911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5198919.000000 Penalty: 5220.961426
	Iteration 28Q: 3 clusters Score -5198919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5198925.000000 Penalty: 5220.961426
	Iteration 29Q: 3 clusters Score -5198925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5198925.500000 Penalty: 5220.961426
	Iteration 30Q: 3 clusters Score -5198926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5198920.000000 Penalty: 5220.961426
	Iteration 31Q: 3 clusters Score -5198920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5198925.500000 Penalty: 5220.961426
	Iteration 32Q: 3 clusters Score -5198926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5198936.000000 Penalty: 5220.961426
	Iteration 33Q: 3 clusters Score -5198936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5198934.000000 Penalty: 5220.961426
	Iteration 34Q: 3 clusters Score -5198934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5198936.000000 Penalty: 5220.961426
	Iteration 35Q: 3 clusters Score -5198936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5198935.500000 Penalty: 5220.961426
	Iteration 36Q: 3 clusters Score -5198936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5198934.000000 Penalty: 5220.961426
	Iteration 37Q: 3 clusters Score -5198934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5198943.000000 Penalty: 5220.961426
	Iteration 38Q: 3 clusters Score -5198943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5198950.000000 Penalty: 5220.961426
	Iteration 39Q: 3 clusters Score -5198950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5198957.000000 Penalty: 5220.961426
	Iteration 40F: 3 clusters Score -5198957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5198968.500000 Penalty: 5220.961426
	Iteration 41Q: 3 clusters Score -5198968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5198965.500000 Penalty: 5220.961426
	Iteration 42Q: 3 clusters Score -5198966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5198961.000000 Penalty: 5220.961426
	Iteration 43Q: 3 clusters Score -5198961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5198960.000000 Penalty: 5220.961426
	Iteration 44Q: 3 clusters Score -5198960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5198960.000000 Penalty: 5220.961426
	Iteration 45Q: 3 clusters Score -5198960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5198970.000000 Penalty: 5220.961426
	Iteration 46Q: 3 clusters Score -5198970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5198967.500000 Penalty: 5220.961426
	Iteration 47Q: 3 clusters Score -5198968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5198962.500000 Penalty: 5220.961426
	Iteration 48Q: 3 clusters Score -5198962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5198964.000000 Penalty: 5220.961426
	Iteration 49Q: 3 clusters Score -5198964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5198961.000000 Penalty: 5220.961426
	Iteration 50Q: 3 clusters Score -5198961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5198961.000000 Penalty: 5220.961426
	Iteration 51Q: 3 clusters Score -5198961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5198962.000000 Penalty: 5220.961426
	Iteration 52Q: 3 clusters Score -5198962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5198961.500000 Penalty: 5220.961426
	Iteration 53Q: 3 clusters Score -5198962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5198959.500000 Penalty: 5220.961426
	Iteration 54Q: 3 clusters Score -5198960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5198958.000000 Penalty: 5220.961426
	Iteration 55Q: 3 clusters Score -5198958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5198960.500000 Penalty: 5220.961426
	Iteration 56Q: 3 clusters Score -5198960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5198960.000000 Penalty: 5220.961426
	Iteration 57Q: 3 clusters Score -5198960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5198962.000000 Penalty: 5220.961426
	Iteration 58Q: 3 clusters Score -5198962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5198964.500000 Penalty: 5220.961426
	Iteration 59Q: 3 clusters Score -5198964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5198968.000000 Penalty: 5220.961426
	Iteration 60F: 3 clusters Score -5198968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5198962.000000 Penalty: 5220.961426
	Iteration 61Q: 3 clusters Score -5198962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5198963.000000 Penalty: 5220.961426
	Iteration 62Q: 3 clusters Score -5198963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5198961.000000 Penalty: 5220.961426
	Iteration 63Q: 3 clusters Score -5198961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5198966.000000 Penalty: 5220.961426
	Iteration 64Q: 3 clusters Score -5198966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5198970.500000 Penalty: 5220.961426
	Iteration 65Q: 3 clusters Score -5198970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5198975.500000 Penalty: 5220.961426
	Iteration 66Q: 3 clusters Score -5198976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5198971.000000 Penalty: 5220.961426
	Iteration 67Q: 3 clusters Score -5198971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5198970.000000 Penalty: 5220.961426
	Iteration 68Q: 3 clusters Score -5198970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5198973.000000 Penalty: 5220.961426
	Iteration 69Q: 3 clusters Score -5198973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5198970.000000 Penalty: 5220.961426
	Iteration 70Q: 3 clusters Score -5198970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5198969.500000 Penalty: 5220.961426
	Iteration 71Q: 3 clusters Score -5198970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5198974.500000 Penalty: 5220.961426
	Iteration 72Q: 3 clusters Score -5198974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5198974.000000 Penalty: 5220.961426
	Iteration 73Q: 3 clusters Score -5198974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5198971.000000 Penalty: 5220.961426
	Iteration 74Q: 3 clusters Score -5198971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5198979.500000 Penalty: 5220.961426
	Iteration 75Q: 3 clusters Score -5198980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5198976.500000 Penalty: 5220.961426
	Iteration 76Q: 3 clusters Score -5198976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5198975.500000 Penalty: 5220.961426
	Iteration 77Q: 3 clusters Score -5198976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5198974.000000 Penalty: 5220.961426
	Iteration 78Q: 3 clusters Score -5198974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5198976.000000 Penalty: 5220.961426
	Iteration 79Q: 3 clusters Score -5198976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5198978.500000 Penalty: 5220.961426
	Iteration 80F: 3 clusters Score -5198978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5198976.500000 Penalty: 5220.961426
	Iteration 81Q: 3 clusters Score -5198976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5198978.000000 Penalty: 5220.961426
	Iteration 82Q: 3 clusters Score -5198978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5198979.500000 Penalty: 5220.961426
	Iteration 83Q: 3 clusters Score -5198980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5198973.500000 Penalty: 5220.961426
	Iteration 84Q: 3 clusters Score -5198974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5198979.500000 Penalty: 5220.961426
	Iteration 85Q: 3 clusters Score -5198980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5198981.500000 Penalty: 5220.961426
	Iteration 86Q: 3 clusters Score -5198982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5198987.000000 Penalty: 5220.961426
	Iteration 87Q: 3 clusters Score -5198987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5198990.500000 Penalty: 5220.961426
	Iteration 88Q: 3 clusters Score -5198990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5198991.500000 Penalty: 5220.961426
	Iteration 89Q: 3 clusters Score -5198992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5198992.000000 Penalty: 5220.961426
	Iteration 90Q: 3 clusters Score -5198992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5198984.000000 Penalty: 5220.961426
	Iteration 91Q: 3 clusters Score -5198984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5198984.500000 Penalty: 5220.961426
	Iteration 92Q: 3 clusters Score -5198984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5198985.500000 Penalty: 5220.961426
	Iteration 93Q: 3 clusters Score -5198986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5198986.000000 Penalty: 5220.961426
	Iteration 94Q: 3 clusters Score -5198986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5198987.500000 Penalty: 5220.961426
	Iteration 95Q: 3 clusters Score -5198988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5198988.500000 Penalty: 5220.961426
	Iteration 96Q: 3 clusters Score -5198988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5198987.500000 Penalty: 5220.961426
	Iteration 97Q: 3 clusters Score -5198988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5198987.000000 Penalty: 5220.961426
	Iteration 98Q: 3 clusters Score -5198987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5198990.000000 Penalty: 5220.961426
	Iteration 99Q: 3 clusters Score -5198990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5198989.500000 Penalty: 5220.961426
	Iteration 100F: 3 clusters Score -5198990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5198989.500000 Penalty: 5220.961426
	Iteration 101Q: 3 clusters Score -5198990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5198988.000000 Penalty: 5220.961426
	Iteration 102Q: 3 clusters Score -5198988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5198988.000000 Penalty: 5220.961426
	Iteration 103F: 3 clusters Score -5198988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -34220.378906 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -34220.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33140.277344 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -33140.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33330.851562 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -33330.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33366.167969 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -33366.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -33388.046875 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -33388.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -33441.386719 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -33441.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -33466.265625 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -33466.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -33483.398438 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -33483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -33491.726562 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -33491.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -33499.203125 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -33499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -33503.167969 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -33503.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -33503.167969 Penalty: 2842.129395
	Iteration 10F: 3 clusters Score -33503.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (103721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Entering Unmasked Estep 
Score: -14388988.000000 Penalty: 2864.265869
	Iteration 0F: 2 clusters Score -1.438899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -14319814.000000 Penalty: 5728.531738
	Iteration 0F: 3 clusters Score -1.431981e+07 nChanged 49167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -14348120.000000 Penalty: 5728.531738
	Iteration 1F: 3 clusters Score -1.434812e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -14349185.000000 Penalty: 5728.531738
	Iteration 2Q: 3 clusters Score -1.434918e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -14350621.000000 Penalty: 5728.531738
	Iteration 3Q: 3 clusters Score -1.435062e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
Score: -14352795.000000 Penalty: 5728.531738
	Iteration 4Q: 3 clusters Score -1.43528e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
Score: -14356340.000000 Penalty: 5728.531738
	Iteration 5F: 3 clusters Score -1.435634e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 76451 members 
Entering Unmasked Estep 
Score: -14361741.000000 Penalty: 5728.531738
	Iteration 6F: 3 clusters Score -1.436174e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -14369009.000000 Penalty: 5728.531738
	Iteration 7F: 3 clusters Score -1.436901e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -14376532.000000 Penalty: 5728.531738
	Iteration 8F: 3 clusters Score -1.437653e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 99114 members 
Entering Unmasked Estep 
Score: -14382155.000000 Penalty: 5728.531738
	Iteration 9F: 3 clusters Score -1.438216e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 102135 members 
Entering Unmasked Estep 
Score: -14384966.000000 Penalty: 5728.531738
	Iteration 10Q: 3 clusters Score -1.438497e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 103133 members 
Entering Unmasked Estep 
Score: -14385937.000000 Penalty: 5728.531738
	Iteration 11Q: 3 clusters Score -1.438594e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 103397 members 
Entering Unmasked Estep 
Score: -14386236.000000 Penalty: 5728.531738
	Iteration 12Q: 3 clusters Score -1.438624e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 103463 members 
Entering Unmasked Estep 
Score: -14386347.000000 Penalty: 5728.531738
	Iteration 13Q: 3 clusters Score -1.438635e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 103482 members 
Entering Unmasked Estep 
Score: -14386392.000000 Penalty: 5728.531738
	Iteration 14Q: 3 clusters Score -1.438639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 103492 members 
Entering Unmasked Estep 
Score: -14386412.000000 Penalty: 5728.531738
	Iteration 15Q: 3 clusters Score -1.438641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 103503 members 
Entering Unmasked Estep 
Score: -14386433.000000 Penalty: 5728.531738
	Iteration 16Q: 3 clusters Score -1.438643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 103510 members 
Entering Unmasked Estep 
Score: -14386453.000000 Penalty: 5728.531738
	Iteration 17Q: 3 clusters Score -1.438645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -14386468.000000 Penalty: 5728.531738
	Iteration 18Q: 3 clusters Score -1.438647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -14386479.000000 Penalty: 5728.531738
	Iteration 19Q: 3 clusters Score -1.438648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -14386485.000000 Penalty: 5728.531738
	Iteration 20F: 3 clusters Score -1.438648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Entering Unmasked Estep 
Score: -6199470.000000 Penalty: 2654.672119
	Iteration 0F: 2 clusters Score -6199470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -6169187.500000 Penalty: 5309.344238
	Iteration 0F: 3 clusters Score -6169188 nChanged 20581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -6180600.500000 Penalty: 5309.344238
	Iteration 1F: 3 clusters Score -6180600 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -6181146.500000 Penalty: 5309.344238
	Iteration 2Q: 3 clusters Score -6181146 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -6181777.000000 Penalty: 5309.344238
	Iteration 3Q: 3 clusters Score -6181777 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -6182527.000000 Penalty: 5309.344238
	Iteration 4Q: 3 clusters Score -6182527 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -6183418.000000 Penalty: 5309.344238
	Iteration 5Q: 3 clusters Score -6183418 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -6184497.500000 Penalty: 5309.344238
	Iteration 6Q: 3 clusters Score -6184498 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -6185759.500000 Penalty: 5309.344238
	Iteration 7F: 3 clusters Score -6185760 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -6187294.000000 Penalty: 5309.344238
	Iteration 8F: 3 clusters Score -6187294 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -6188964.500000 Penalty: 5309.344238
	Iteration 9F: 3 clusters Score -6188964 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -6190586.000000 Penalty: 5309.344238
	Iteration 10F: 3 clusters Score -6190586 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -6191648.000000 Penalty: 5309.344238
	Iteration 11Q: 3 clusters Score -6191648 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -6192224.000000 Penalty: 5309.344238
	Iteration 12Q: 3 clusters Score -6192224 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -6192571.000000 Penalty: 5309.344238
	Iteration 13Q: 3 clusters Score -6192571 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -6192764.000000 Penalty: 5309.344238
	Iteration 14Q: 3 clusters Score -6192764 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -6192852.500000 Penalty: 5309.344238
	Iteration 15Q: 3 clusters Score -6192852 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -6192979.000000 Penalty: 5309.344238
	Iteration 16Q: 3 clusters Score -6192979 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -6193079.000000 Penalty: 5309.344238
	Iteration 17Q: 3 clusters Score -6193079 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -6193166.000000 Penalty: 5309.344238
	Iteration 18Q: 3 clusters Score -6193166 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -6193242.000000 Penalty: 5309.344238
	Iteration 19Q: 3 clusters Score -6193242 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -6193286.500000 Penalty: 5309.344238
	Iteration 20F: 3 clusters Score -6193286 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -6193333.500000 Penalty: 5309.344238
	Iteration 21Q: 3 clusters Score -6193334 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -6193368.000000 Penalty: 5309.344238
	Iteration 22Q: 3 clusters Score -6193368 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -6193399.000000 Penalty: 5309.344238
	Iteration 23Q: 3 clusters Score -6193399 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -6193453.500000 Penalty: 5309.344238
	Iteration 24Q: 3 clusters Score -6193454 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -6193475.500000 Penalty: 5309.344238
	Iteration 25Q: 3 clusters Score -6193476 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -6193526.500000 Penalty: 5309.344238
	Iteration 26Q: 3 clusters Score -6193526 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -6193576.000000 Penalty: 5309.344238
	Iteration 27Q: 3 clusters Score -6193576 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -6193631.000000 Penalty: 5309.344238
	Iteration 28Q: 3 clusters Score -6193631 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -6193687.500000 Penalty: 5309.344238
	Iteration 29Q: 3 clusters Score -6193688 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -6193724.000000 Penalty: 5309.344238
	Iteration 30Q: 3 clusters Score -6193724 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -6193763.000000 Penalty: 5309.344238
	Iteration 31Q: 3 clusters Score -6193763 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -6193827.500000 Penalty: 5309.344238
	Iteration 32Q: 3 clusters Score -6193828 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -6193872.000000 Penalty: 5309.344238
	Iteration 33Q: 3 clusters Score -6193872 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -6193912.500000 Penalty: 5309.344238
	Iteration 34Q: 3 clusters Score -6193912 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -6193951.000000 Penalty: 5309.344238
	Iteration 35Q: 3 clusters Score -6193951 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -6194011.000000 Penalty: 5309.344238
	Iteration 36Q: 3 clusters Score -6194011 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -6194082.500000 Penalty: 5309.344238
	Iteration 37Q: 3 clusters Score -6194082 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -6194118.500000 Penalty: 5309.344238
	Iteration 38Q: 3 clusters Score -6194118 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -6194158.500000 Penalty: 5309.344238
	Iteration 39Q: 3 clusters Score -6194158 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -6194228.000000 Penalty: 5309.344238
	Iteration 40F: 3 clusters Score -6194228 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -6194269.500000 Penalty: 5309.344238
	Iteration 41Q: 3 clusters Score -6194270 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -6194314.500000 Penalty: 5309.344238
	Iteration 42Q: 3 clusters Score -6194314 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -6194388.500000 Penalty: 5309.344238
	Iteration 43Q: 3 clusters Score -6194388 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -6194459.000000 Penalty: 5309.344238
	Iteration 44Q: 3 clusters Score -6194459 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -6194510.500000 Penalty: 5309.344238
	Iteration 45Q: 3 clusters Score -6194510 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -6194587.000000 Penalty: 5309.344238
	Iteration 46Q: 3 clusters Score -6194587 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -6194644.000000 Penalty: 5309.344238
	Iteration 47Q: 3 clusters Score -6194644 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -6194725.500000 Penalty: 5309.344238
	Iteration 48Q: 3 clusters Score -6194726 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -6194795.500000 Penalty: 5309.344238
	Iteration 49Q: 3 clusters Score -6194796 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -6194884.000000 Penalty: 5309.344238
	Iteration 50Q: 3 clusters Score -6194884 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -6194944.000000 Penalty: 5309.344238
	Iteration 51Q: 3 clusters Score -6194944 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -6195036.500000 Penalty: 5309.344238
	Iteration 52Q: 3 clusters Score -6195036 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -6195111.500000 Penalty: 5309.344238
	Iteration 53Q: 3 clusters Score -6195112 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -6195242.000000 Penalty: 5309.344238
	Iteration 54Q: 3 clusters Score -6195242 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -6195318.500000 Penalty: 5309.344238
	Iteration 55Q: 3 clusters Score -6195318 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -6195435.000000 Penalty: 5309.344238
	Iteration 56Q: 3 clusters Score -6195435 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -6195592.500000 Penalty: 5309.344238
	Iteration 57Q: 3 clusters Score -6195592 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -6195722.500000 Penalty: 5309.344238
	Iteration 58Q: 3 clusters Score -6195722 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -6195874.000000 Penalty: 5309.344238
	Iteration 59Q: 3 clusters Score -6195874 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -6195998.500000 Penalty: 5309.344238
	Iteration 60F: 3 clusters Score -6195998 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -6196167.500000 Penalty: 5309.344238
	Iteration 61Q: 3 clusters Score -6196168 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -6196312.000000 Penalty: 5309.344238
	Iteration 62Q: 3 clusters Score -6196312 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -6196429.500000 Penalty: 5309.344238
	Iteration 63Q: 3 clusters Score -6196430 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -6196556.000000 Penalty: 5309.344238
	Iteration 64Q: 3 clusters Score -6196556 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -6196698.000000 Penalty: 5309.344238
	Iteration 65Q: 3 clusters Score -6196698 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -6196826.500000 Penalty: 5309.344238
	Iteration 66Q: 3 clusters Score -6196826 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -6196919.500000 Penalty: 5309.344238
	Iteration 67Q: 3 clusters Score -6196920 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -6197002.000000 Penalty: 5309.344238
	Iteration 68Q: 3 clusters Score -6197002 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -6197073.000000 Penalty: 5309.344238
	Iteration 69Q: 3 clusters Score -6197073 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -6197156.000000 Penalty: 5309.344238
	Iteration 70Q: 3 clusters Score -6197156 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -6197211.500000 Penalty: 5309.344238
	Iteration 71Q: 3 clusters Score -6197212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -6197262.000000 Penalty: 5309.344238
	Iteration 72Q: 3 clusters Score -6197262 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -6197289.000000 Penalty: 5309.344238
	Iteration 73Q: 3 clusters Score -6197289 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -6197303.000000 Penalty: 5309.344238
	Iteration 74Q: 3 clusters Score -6197303 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -6197334.500000 Penalty: 5309.344238
	Iteration 75Q: 3 clusters Score -6197334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -6197355.500000 Penalty: 5309.344238
	Iteration 76Q: 3 clusters Score -6197356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -6197394.500000 Penalty: 5309.344238
	Iteration 77Q: 3 clusters Score -6197394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -6197437.500000 Penalty: 5309.344238
	Iteration 78Q: 3 clusters Score -6197438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -6197474.000000 Penalty: 5309.344238
	Iteration 79Q: 3 clusters Score -6197474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -6197502.000000 Penalty: 5309.344238
	Iteration 80F: 3 clusters Score -6197502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -6197510.000000 Penalty: 5309.344238
	Iteration 81Q: 3 clusters Score -6197510 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -6197531.500000 Penalty: 5309.344238
	Iteration 82Q: 3 clusters Score -6197532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -6197558.500000 Penalty: 5309.344238
	Iteration 83Q: 3 clusters Score -6197558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -6197598.500000 Penalty: 5309.344238
	Iteration 84Q: 3 clusters Score -6197598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -6197627.000000 Penalty: 5309.344238
	Iteration 85Q: 3 clusters Score -6197627 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -6197669.500000 Penalty: 5309.344238
	Iteration 86Q: 3 clusters Score -6197670 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -6197701.500000 Penalty: 5309.344238
	Iteration 87Q: 3 clusters Score -6197702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -6197714.000000 Penalty: 5309.344238
	Iteration 88Q: 3 clusters Score -6197714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -6197758.500000 Penalty: 5309.344238
	Iteration 89Q: 3 clusters Score -6197758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -6197774.000000 Penalty: 5309.344238
	Iteration 90Q: 3 clusters Score -6197774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -6197792.500000 Penalty: 5309.344238
	Iteration 91Q: 3 clusters Score -6197792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -6197820.500000 Penalty: 5309.344238
	Iteration 92Q: 3 clusters Score -6197820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -6197843.500000 Penalty: 5309.344238
	Iteration 93Q: 3 clusters Score -6197844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -6197846.000000 Penalty: 5309.344238
	Iteration 94Q: 3 clusters Score -6197846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -6197865.000000 Penalty: 5309.344238
	Iteration 95Q: 3 clusters Score -6197865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -6197875.000000 Penalty: 5309.344238
	Iteration 96Q: 3 clusters Score -6197875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -6197874.000000 Penalty: 5309.344238
	Iteration 97Q: 3 clusters Score -6197874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -6197891.000000 Penalty: 5309.344238
	Iteration 98Q: 3 clusters Score -6197891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -6197914.500000 Penalty: 5309.344238
	Iteration 99Q: 3 clusters Score -6197914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -6197917.500000 Penalty: 5309.344238
	Iteration 100F: 3 clusters Score -6197918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -6197925.000000 Penalty: 5309.344238
	Iteration 101Q: 3 clusters Score -6197925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -6197931.500000 Penalty: 5309.344238
	Iteration 102Q: 3 clusters Score -6197932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -6197930.500000 Penalty: 5309.344238
	Iteration 103Q: 3 clusters Score -6197930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -6197930.000000 Penalty: 5309.344238
	Iteration 104Q: 3 clusters Score -6197930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -6197936.000000 Penalty: 5309.344238
	Iteration 105Q: 3 clusters Score -6197936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -6197931.500000 Penalty: 5309.344238
	Iteration 106Q: 3 clusters Score -6197932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -6197928.500000 Penalty: 5309.344238
	Iteration 107Q: 3 clusters Score -6197928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -6197933.500000 Penalty: 5309.344238
	Iteration 108Q: 3 clusters Score -6197934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -6197934.500000 Penalty: 5309.344238
	Iteration 109Q: 3 clusters Score -6197934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -6197932.500000 Penalty: 5309.344238
	Iteration 110Q: 3 clusters Score -6197932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -6197937.000000 Penalty: 5309.344238
	Iteration 111Q: 3 clusters Score -6197937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -6197937.500000 Penalty: 5309.344238
	Iteration 112Q: 3 clusters Score -6197938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -6197937.500000 Penalty: 5309.344238
	Iteration 113F: 3 clusters Score -6197938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -101722.609375 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -101722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -99922.921875 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -99922.92 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -100295.570312 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -100295.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100479.007812 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -100479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100639.812500 Penalty: 3356.031006
	Iteration 3F: 3 clusters Score -100639.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100902.257812 Penalty: 3356.031006
	Iteration 4F: 3 clusters Score -100902.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101315.039062 Penalty: 3356.031006
	Iteration 5F: 3 clusters Score -101315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -101583.703125 Penalty: 3356.031006
	Iteration 6F: 3 clusters Score -101583.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101696.039062 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -101696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101747.835938 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -101747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -101772.210938 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -101772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101781.289062 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -101781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -101782.421875 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -101782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -101785.390625 Penalty: 3356.031006
	Iteration 12Q: 3 clusters Score -101785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101788.367188 Penalty: 3356.031006
	Iteration 13Q: 3 clusters Score -101788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -101790.414062 Penalty: 3356.031006
	Iteration 14Q: 3 clusters Score -101790.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -101790.414062 Penalty: 3356.031006
	Iteration 15F: 3 clusters Score -101790.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152527 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90353 members 
Mstep: Class 4 contains 158694 members 
Mstep: Class 5 contains 4273 members 
Mstep: Class 6 contains 37277 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103721 members 
Mstep: Class 9 contains 44548 members 
Mstep: Class 10 contains 301 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53374 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149309 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31890 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 174271 members 
Entering Unmasked Estep 
Score: -137453120.000000 Penalty: 75454.375000
Splitting cluster 10 changes total score from -137454480.000000 to -137453120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -138040.578125 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -138040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136116.593750 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -136116.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -136675.859375 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -136675.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136957.843750 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -136957.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -137063.640625 Penalty: 3473.520508
	Iteration 3F: 3 clusters Score -137063.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -137148.468750 Penalty: 3473.520508
	Iteration 4Q: 3 clusters Score -137148.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -137216.859375 Penalty: 3473.520508
	Iteration 5Q: 3 clusters Score -137216.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -137258.421875 Penalty: 3473.520508
	Iteration 6Q: 3 clusters Score -137258.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -137279.453125 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -137279.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -137302.109375 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -137302.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -137313.531250 Penalty: 3473.520508
	Iteration 9Q: 3 clusters Score -137313.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -137321.140625 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -137321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -137324.656250 Penalty: 3473.520508
	Iteration 11Q: 3 clusters Score -137324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -137328.046875 Penalty: 3473.520508
	Iteration 12Q: 3 clusters Score -137328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -137328.890625 Penalty: 3473.520508
	Iteration 13Q: 3 clusters Score -137328.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -137328.890625 Penalty: 3473.520508
	Iteration 14F: 3 clusters Score -137328.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -160206.812500 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -160206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158150.171875 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -158150.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -158490.703125 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -158490.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -158571.281250 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -158571.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -158612.062500 Penalty: 3514.191895
	Iteration 3Q: 3 clusters Score -158612.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -158637.218750 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -158637.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -158651.031250 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -158651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -158659.218750 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -158659.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -158661.984375 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -158662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -158661.984375 Penalty: 3514.191895
	Iteration 8F: 3 clusters Score -158662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -121744.781250 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -121744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -119892.343750 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -119892.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -120370.539062 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -120370.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -120654.890625 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -120654.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -120898.265625 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -120898.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121127.914062 Penalty: 3438.010010
	Iteration 4F: 3 clusters Score -121127.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -121561.875000 Penalty: 3438.010010
	Iteration 5F: 3 clusters Score -121561.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -122299.375000 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -122299.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -122583.398438 Penalty: 3438.010010
	Iteration 7F: 3 clusters Score -122583.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -122706.679688 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -122706.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -122840.156250 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -122840.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -122911.515625 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -122911.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122923.742188 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -122923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -122926.632812 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -122926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -122934.164062 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -122934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -122942.492188 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -122942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -122952.218750 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -122952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -122959.570312 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -122959.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -122960.257812 Penalty: 3438.010010
	Iteration 17F: 3 clusters Score -122960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -122965.531250 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -122965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -122967.062500 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -122967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -122973.109375 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -122973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -122976.843750 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -122976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -122976.843750 Penalty: 3438.010010
	Iteration 22F: 3 clusters Score -122976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152527 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90353 members 
Mstep: Class 4 contains 158694 members 
Mstep: Class 5 contains 4273 members 
Mstep: Class 6 contains 37277 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103721 members 
Mstep: Class 9 contains 44548 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53374 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149309 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31890 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 174271 members 
Entering Unmasked Estep 
Score: -137454032.000000 Penalty: 75454.375000
Splitting cluster 13 changes total score from -137454480.000000 to -137454032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Entering Unmasked Estep 
Score: -458867.281250 Penalty: 2017.129761
	Iteration 0F: 2 clusters Score -458867.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -455370.875000 Penalty: 4034.259521
	Iteration 0F: 3 clusters Score -455370.9 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -456149.812500 Penalty: 4034.259521
	Iteration 1F: 3 clusters Score -456149.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -456318.062500 Penalty: 4034.259521
	Iteration 2F: 3 clusters Score -456318.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -456410.250000 Penalty: 4034.259521
	Iteration 3Q: 3 clusters Score -456410.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -456491.781250 Penalty: 4034.259521
	Iteration 4Q: 3 clusters Score -456491.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -456553.687500 Penalty: 4034.259521
	Iteration 5Q: 3 clusters Score -456553.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -456597.343750 Penalty: 4034.259521
	Iteration 6Q: 3 clusters Score -456597.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -456633.312500 Penalty: 4034.259521
	Iteration 7Q: 3 clusters Score -456633.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -456657.843750 Penalty: 4034.259521
	Iteration 8Q: 3 clusters Score -456657.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -456681.937500 Penalty: 4034.259521
	Iteration 9Q: 3 clusters Score -456681.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -456699.406250 Penalty: 4034.259521
	Iteration 10Q: 3 clusters Score -456699.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -456711.437500 Penalty: 4034.259521
	Iteration 11Q: 3 clusters Score -456711.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -456723.250000 Penalty: 4034.259521
	Iteration 12Q: 3 clusters Score -456723.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -456736.781250 Penalty: 4034.259521
	Iteration 13Q: 3 clusters Score -456736.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -456746.656250 Penalty: 4034.259521
	Iteration 14Q: 3 clusters Score -456746.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -456756.781250 Penalty: 4034.259521
	Iteration 15Q: 3 clusters Score -456756.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -456766.500000 Penalty: 4034.259521
	Iteration 16Q: 3 clusters Score -456766.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -456772.812500 Penalty: 4034.259521
	Iteration 17Q: 3 clusters Score -456772.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -456779.718750 Penalty: 4034.259521
	Iteration 18Q: 3 clusters Score -456779.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -456784.593750 Penalty: 4034.259521
	Iteration 19Q: 3 clusters Score -456784.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -456791.250000 Penalty: 4034.259521
	Iteration 20F: 3 clusters Score -456791.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -456800.718750 Penalty: 4034.259521
	Iteration 21Q: 3 clusters Score -456800.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -456810.625000 Penalty: 4034.259521
	Iteration 22Q: 3 clusters Score -456810.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -456816.937500 Penalty: 4034.259521
	Iteration 23Q: 3 clusters Score -456816.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -456820.281250 Penalty: 4034.259521
	Iteration 24Q: 3 clusters Score -456820.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -456824.812500 Penalty: 4034.259521
	Iteration 25Q: 3 clusters Score -456824.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -456829.843750 Penalty: 4034.259521
	Iteration 26Q: 3 clusters Score -456829.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -456834.625000 Penalty: 4034.259521
	Iteration 27Q: 3 clusters Score -456834.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -456839.906250 Penalty: 4034.259521
	Iteration 28Q: 3 clusters Score -456839.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -456845.812500 Penalty: 4034.259521
	Iteration 29Q: 3 clusters Score -456845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -456847.375000 Penalty: 4034.259521
	Iteration 30Q: 3 clusters Score -456847.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -456851.000000 Penalty: 4034.259521
	Iteration 31Q: 3 clusters Score -456851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -456858.250000 Penalty: 4034.259521
	Iteration 32Q: 3 clusters Score -456858.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -456868.968750 Penalty: 4034.259521
	Iteration 33Q: 3 clusters Score -456869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -456876.000000 Penalty: 4034.259521
	Iteration 34Q: 3 clusters Score -456876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -456883.250000 Penalty: 4034.259521
	Iteration 35Q: 3 clusters Score -456883.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -456890.750000 Penalty: 4034.259521
	Iteration 36Q: 3 clusters Score -456890.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -456894.500000 Penalty: 4034.259521
	Iteration 37Q: 3 clusters Score -456894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -456896.750000 Penalty: 4034.259521
	Iteration 38Q: 3 clusters Score -456896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -456898.218750 Penalty: 4034.259521
	Iteration 39Q: 3 clusters Score -456898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -456899.281250 Penalty: 4034.259521
	Iteration 40F: 3 clusters Score -456899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -456899.718750 Penalty: 4034.259521
	Iteration 41Q: 3 clusters Score -456899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -456899.718750 Penalty: 4034.259521
	Iteration 42F: 3 clusters Score -456899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Entering Unmasked Estep 
Score: -7187809.500000 Penalty: 2699.499756
	Iteration 0F: 2 clusters Score -7187810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -7151747.000000 Penalty: 5398.999512
	Iteration 0F: 3 clusters Score -7151747 nChanged 24893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -7165269.000000 Penalty: 5398.999512
	Iteration 1F: 3 clusters Score -7165269 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -7165767.500000 Penalty: 5398.999512
	Iteration 2Q: 3 clusters Score -7165768 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -7166173.000000 Penalty: 5398.999512
	Iteration 3Q: 3 clusters Score -7166173 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -7166773.000000 Penalty: 5398.999512
	Iteration 4Q: 3 clusters Score -7166773 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -7167576.000000 Penalty: 5398.999512
	Iteration 5Q: 3 clusters Score -7167576 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -7168709.000000 Penalty: 5398.999512
	Iteration 6Q: 3 clusters Score -7168709 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -7170687.000000 Penalty: 5398.999512
	Iteration 7F: 3 clusters Score -7170687 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -7173755.000000 Penalty: 5398.999512
	Iteration 8F: 3 clusters Score -7173755 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -7177745.000000 Penalty: 5398.999512
	Iteration 9F: 3 clusters Score -7177745 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7181525.000000 Penalty: 5398.999512
	Iteration 10F: 3 clusters Score -7181525 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7183930.000000 Penalty: 5398.999512
	Iteration 11Q: 3 clusters Score -7183930 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7184976.500000 Penalty: 5398.999512
	Iteration 12Q: 3 clusters Score -7184976 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7185294.000000 Penalty: 5398.999512
	Iteration 13Q: 3 clusters Score -7185294 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7185417.000000 Penalty: 5398.999512
	Iteration 14Q: 3 clusters Score -7185417 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7185455.500000 Penalty: 5398.999512
	Iteration 15Q: 3 clusters Score -7185456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7185509.000000 Penalty: 5398.999512
	Iteration 16Q: 3 clusters Score -7185509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7185528.000000 Penalty: 5398.999512
	Iteration 17Q: 3 clusters Score -7185528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7185551.500000 Penalty: 5398.999512
	Iteration 18Q: 3 clusters Score -7185552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7185582.000000 Penalty: 5398.999512
	Iteration 19Q: 3 clusters Score -7185582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7185589.000000 Penalty: 5398.999512
	Iteration 20F: 3 clusters Score -7185589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7185593.000000 Penalty: 5398.999512
	Iteration 21Q: 3 clusters Score -7185593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7185604.000000 Penalty: 5398.999512
	Iteration 22Q: 3 clusters Score -7185604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7185609.500000 Penalty: 5398.999512
	Iteration 23Q: 3 clusters Score -7185610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7185612.000000 Penalty: 5398.999512
	Iteration 24Q: 3 clusters Score -7185612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7185611.500000 Penalty: 5398.999512
	Iteration 25Q: 3 clusters Score -7185612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7185611.500000 Penalty: 5398.999512
	Iteration 26F: 3 clusters Score -7185612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -27671.355469 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -27671.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26495.066406 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -26495.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26555.785156 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -26555.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26572.511719 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -26572.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26572.511719 Penalty: 2677.488770
	Iteration 3F: 3 clusters Score -26572.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (149309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149309 members 
Entering Unmasked Estep 
Score: -20558950.000000 Penalty: 2954.615723
	Iteration 0F: 2 clusters Score -2.055895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -20460708.000000 Penalty: 5909.231445
	Iteration 0F: 3 clusters Score -2.046071e+07 nChanged 71431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 75801 members 
Entering Unmasked Estep 
Score: -20502238.000000 Penalty: 5909.231445
	Iteration 1F: 3 clusters Score -2.050224e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 76106 members 
Entering Unmasked Estep 
Score: -20503640.000000 Penalty: 5909.231445
	Iteration 2Q: 3 clusters Score -2.050364e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -20505444.000000 Penalty: 5909.231445
	Iteration 3Q: 3 clusters Score -2.050544e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -20508346.000000 Penalty: 5909.231445
	Iteration 4Q: 3 clusters Score -2.050835e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -20512728.000000 Penalty: 5909.231445
	Iteration 5F: 3 clusters Score -2.051273e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 78093 members 
Entering Unmasked Estep 
Score: -20518086.000000 Penalty: 5909.231445
	Iteration 6F: 3 clusters Score -2.051809e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -20524220.000000 Penalty: 5909.231445
	Iteration 7F: 3 clusters Score -2.052422e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 77916 members 
Entering Unmasked Estep 
Score: -20530222.000000 Penalty: 5909.231445
	Iteration 8F: 3 clusters Score -2.053022e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72284 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -20535812.000000 Penalty: 5909.231445
	Iteration 9F: 3 clusters Score -2.053581e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -20539720.000000 Penalty: 5909.231445
	Iteration 10F: 3 clusters Score -2.053972e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 74777 members 
Entering Unmasked Estep 
Score: -20541676.000000 Penalty: 5909.231445
	Iteration 11Q: 3 clusters Score -2.054168e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -20542478.000000 Penalty: 5909.231445
	Iteration 12Q: 3 clusters Score -2.054248e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -20542778.000000 Penalty: 5909.231445
	Iteration 13Q: 3 clusters Score -2.054278e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77155 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -20543076.000000 Penalty: 5909.231445
	Iteration 14Q: 3 clusters Score -2.054308e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -20543168.000000 Penalty: 5909.231445
	Iteration 15Q: 3 clusters Score -2.054317e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -20543348.000000 Penalty: 5909.231445
	Iteration 16Q: 3 clusters Score -2.054335e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
Score: -20543540.000000 Penalty: 5909.231445
	Iteration 17Q: 3 clusters Score -2.054354e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -20543768.000000 Penalty: 5909.231445
	Iteration 18Q: 3 clusters Score -2.054377e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -20543954.000000 Penalty: 5909.231445
	Iteration 19Q: 3 clusters Score -2.054395e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -20544132.000000 Penalty: 5909.231445
	Iteration 20F: 3 clusters Score -2.054413e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -20544204.000000 Penalty: 5909.231445
	Iteration 21Q: 3 clusters Score -2.05442e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -20544276.000000 Penalty: 5909.231445
	Iteration 22Q: 3 clusters Score -2.054428e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84912 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -20544352.000000 Penalty: 5909.231445
	Iteration 23Q: 3 clusters Score -2.054435e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -20544548.000000 Penalty: 5909.231445
	Iteration 24Q: 3 clusters Score -2.054455e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -20544626.000000 Penalty: 5909.231445
	Iteration 25Q: 3 clusters Score -2.054463e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87616 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -20544830.000000 Penalty: 5909.231445
	Iteration 26Q: 3 clusters Score -2.054483e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -20544924.000000 Penalty: 5909.231445
	Iteration 27Q: 3 clusters Score -2.054492e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89590 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -20545026.000000 Penalty: 5909.231445
	Iteration 28Q: 3 clusters Score -2.054503e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -20545154.000000 Penalty: 5909.231445
	Iteration 29Q: 3 clusters Score -2.054515e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91777 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -20545394.000000 Penalty: 5909.231445
	Iteration 30Q: 3 clusters Score -2.054539e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -20545600.000000 Penalty: 5909.231445
	Iteration 31Q: 3 clusters Score -2.05456e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94294 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -20545832.000000 Penalty: 5909.231445
	Iteration 32Q: 3 clusters Score -2.054583e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95559 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -20546028.000000 Penalty: 5909.231445
	Iteration 33Q: 3 clusters Score -2.054603e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -20546284.000000 Penalty: 5909.231445
	Iteration 34Q: 3 clusters Score -2.054628e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98242 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -20546600.000000 Penalty: 5909.231445
	Iteration 35Q: 3 clusters Score -2.05466e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -20546890.000000 Penalty: 5909.231445
	Iteration 36Q: 3 clusters Score -2.054689e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -20547236.000000 Penalty: 5909.231445
	Iteration 37Q: 3 clusters Score -2.054724e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102320 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -20547504.000000 Penalty: 5909.231445
	Iteration 38Q: 3 clusters Score -2.05475e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103717 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -20547898.000000 Penalty: 5909.231445
	Iteration 39Q: 3 clusters Score -2.05479e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105193 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -20548378.000000 Penalty: 5909.231445
	Iteration 40F: 3 clusters Score -2.054838e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106691 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -20548758.000000 Penalty: 5909.231445
	Iteration 41Q: 3 clusters Score -2.054876e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108286 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -20549162.000000 Penalty: 5909.231445
	Iteration 42Q: 3 clusters Score -2.054916e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109911 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -20549502.000000 Penalty: 5909.231445
	Iteration 43Q: 3 clusters Score -2.05495e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111610 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -20550002.000000 Penalty: 5909.231445
	Iteration 44Q: 3 clusters Score -2.055e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113324 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -20550538.000000 Penalty: 5909.231445
	Iteration 45Q: 3 clusters Score -2.055054e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115029 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -20551028.000000 Penalty: 5909.231445
	Iteration 46Q: 3 clusters Score -2.055103e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116758 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -20551496.000000 Penalty: 5909.231445
	Iteration 47Q: 3 clusters Score -2.05515e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -20551952.000000 Penalty: 5909.231445
	Iteration 48Q: 3 clusters Score -2.055195e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120170 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -20552430.000000 Penalty: 5909.231445
	Iteration 49Q: 3 clusters Score -2.055243e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121811 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -20552658.000000 Penalty: 5909.231445
	Iteration 50Q: 3 clusters Score -2.055266e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123416 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -20553190.000000 Penalty: 5909.231445
	Iteration 51Q: 3 clusters Score -2.055319e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124932 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -20553512.000000 Penalty: 5909.231445
	Iteration 52Q: 3 clusters Score -2.055351e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126375 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -20553880.000000 Penalty: 5909.231445
	Iteration 53Q: 3 clusters Score -2.055388e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127802 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -20554256.000000 Penalty: 5909.231445
	Iteration 54Q: 3 clusters Score -2.055426e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129207 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -20554800.000000 Penalty: 5909.231445
	Iteration 55Q: 3 clusters Score -2.05548e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130583 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -20555250.000000 Penalty: 5909.231445
	Iteration 56Q: 3 clusters Score -2.055525e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131920 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -20555602.000000 Penalty: 5909.231445
	Iteration 57Q: 3 clusters Score -2.05556e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133182 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -20555882.000000 Penalty: 5909.231445
	Iteration 58Q: 3 clusters Score -2.055588e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134457 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -20556198.000000 Penalty: 5909.231445
	Iteration 59Q: 3 clusters Score -2.05562e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135713 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -20556466.000000 Penalty: 5909.231445
	Iteration 60F: 3 clusters Score -2.055647e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136957 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -20556764.000000 Penalty: 5909.231445
	Iteration 61Q: 3 clusters Score -2.055676e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138240 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -20557174.000000 Penalty: 5909.231445
	Iteration 62Q: 3 clusters Score -2.055717e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139487 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -20557400.000000 Penalty: 5909.231445
	Iteration 63Q: 3 clusters Score -2.05574e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140627 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -20557642.000000 Penalty: 5909.231445
	Iteration 64Q: 3 clusters Score -2.055764e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141648 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -20557750.000000 Penalty: 5909.231445
	Iteration 65Q: 3 clusters Score -2.055775e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142541 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -20557760.000000 Penalty: 5909.231445
	Iteration 66Q: 3 clusters Score -2.055776e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143331 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -20557742.000000 Penalty: 5909.231445
	Iteration 67Q: 3 clusters Score -2.055774e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143996 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -20557760.000000 Penalty: 5909.231445
	Iteration 68Q: 3 clusters Score -2.055776e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144583 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -20557772.000000 Penalty: 5909.231445
	Iteration 69Q: 3 clusters Score -2.055777e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145051 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -20557784.000000 Penalty: 5909.231445
	Iteration 70Q: 3 clusters Score -2.055778e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145451 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -20557784.000000 Penalty: 5909.231445
	Iteration 71Q: 3 clusters Score -2.055778e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145800 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -20557776.000000 Penalty: 5909.231445
	Iteration 72Q: 3 clusters Score -2.055778e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146082 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -20557776.000000 Penalty: 5909.231445
	Iteration 73Q: 3 clusters Score -2.055778e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146311 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -20557796.000000 Penalty: 5909.231445
	Iteration 74Q: 3 clusters Score -2.05578e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146514 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -20557844.000000 Penalty: 5909.231445
	Iteration 75Q: 3 clusters Score -2.055784e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146674 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -20557826.000000 Penalty: 5909.231445
	Iteration 76Q: 3 clusters Score -2.055783e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146803 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -20557794.000000 Penalty: 5909.231445
	Iteration 77Q: 3 clusters Score -2.055779e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146928 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -20557794.000000 Penalty: 5909.231445
	Iteration 78Q: 3 clusters Score -2.055779e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147020 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -20557780.000000 Penalty: 5909.231445
	Iteration 79Q: 3 clusters Score -2.055778e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147098 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -20557792.000000 Penalty: 5909.231445
	Iteration 80F: 3 clusters Score -2.055779e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147169 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -20557758.000000 Penalty: 5909.231445
	Iteration 81Q: 3 clusters Score -2.055776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147233 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -20557750.000000 Penalty: 5909.231445
	Iteration 82Q: 3 clusters Score -2.055775e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147279 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -20557744.000000 Penalty: 5909.231445
	Iteration 83Q: 3 clusters Score -2.055774e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147320 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -20557712.000000 Penalty: 5909.231445
	Iteration 84Q: 3 clusters Score -2.055771e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147355 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -20557722.000000 Penalty: 5909.231445
	Iteration 85Q: 3 clusters Score -2.055772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147378 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -20557718.000000 Penalty: 5909.231445
	Iteration 86Q: 3 clusters Score -2.055772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147400 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -20557716.000000 Penalty: 5909.231445
	Iteration 87Q: 3 clusters Score -2.055772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147415 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -20557700.000000 Penalty: 5909.231445
	Iteration 88Q: 3 clusters Score -2.05577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147424 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -20557672.000000 Penalty: 5909.231445
	Iteration 89Q: 3 clusters Score -2.055767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147436 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -20557692.000000 Penalty: 5909.231445
	Iteration 90Q: 3 clusters Score -2.055769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147448 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -20557684.000000 Penalty: 5909.231445
	Iteration 91Q: 3 clusters Score -2.055768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147461 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -20557702.000000 Penalty: 5909.231445
	Iteration 92Q: 3 clusters Score -2.05577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147476 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -20557668.000000 Penalty: 5909.231445
	Iteration 93Q: 3 clusters Score -2.055767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147487 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -20557688.000000 Penalty: 5909.231445
	Iteration 94Q: 3 clusters Score -2.055769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147495 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -20557686.000000 Penalty: 5909.231445
	Iteration 95Q: 3 clusters Score -2.055769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147503 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -20557690.000000 Penalty: 5909.231445
	Iteration 96Q: 3 clusters Score -2.055769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -20557684.000000 Penalty: 5909.231445
	Iteration 97Q: 3 clusters Score -2.055768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147516 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -20557660.000000 Penalty: 5909.231445
	Iteration 98Q: 3 clusters Score -2.055766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147525 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -20557640.000000 Penalty: 5909.231445
	Iteration 99Q: 3 clusters Score -2.055764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147532 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -20557638.000000 Penalty: 5909.231445
	Iteration 100F: 3 clusters Score -2.055764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147538 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -20557650.000000 Penalty: 5909.231445
	Iteration 101Q: 3 clusters Score -2.055765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147545 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -20557644.000000 Penalty: 5909.231445
	Iteration 102Q: 3 clusters Score -2.055764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147548 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -20557646.000000 Penalty: 5909.231445
	Iteration 103Q: 3 clusters Score -2.055765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147558 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -20557634.000000 Penalty: 5909.231445
	Iteration 104Q: 3 clusters Score -2.055763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147567 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -20557636.000000 Penalty: 5909.231445
	Iteration 105Q: 3 clusters Score -2.055764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -20557620.000000 Penalty: 5909.231445
	Iteration 106Q: 3 clusters Score -2.055762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147578 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -20557616.000000 Penalty: 5909.231445
	Iteration 107Q: 3 clusters Score -2.055762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147585 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -20557636.000000 Penalty: 5909.231445
	Iteration 108Q: 3 clusters Score -2.055764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147595 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -20557636.000000 Penalty: 5909.231445
	Iteration 109Q: 3 clusters Score -2.055764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147599 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -20557638.000000 Penalty: 5909.231445
	Iteration 110Q: 3 clusters Score -2.055764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147607 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -20557626.000000 Penalty: 5909.231445
	Iteration 111Q: 3 clusters Score -2.055763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147614 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -20557634.000000 Penalty: 5909.231445
	Iteration 112Q: 3 clusters Score -2.055763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147620 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -20557640.000000 Penalty: 5909.231445
	Iteration 113Q: 3 clusters Score -2.055764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147625 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -20557630.000000 Penalty: 5909.231445
	Iteration 114Q: 3 clusters Score -2.055763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147630 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -20557626.000000 Penalty: 5909.231445
	Iteration 115Q: 3 clusters Score -2.055763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147635 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -20557608.000000 Penalty: 5909.231445
	Iteration 116Q: 3 clusters Score -2.055761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147638 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -20557616.000000 Penalty: 5909.231445
	Iteration 117Q: 3 clusters Score -2.055762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147643 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -20557620.000000 Penalty: 5909.231445
	Iteration 118Q: 3 clusters Score -2.055762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147649 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -20557604.000000 Penalty: 5909.231445
	Iteration 119Q: 3 clusters Score -2.05576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147653 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -20557606.000000 Penalty: 5909.231445
	Iteration 120F: 3 clusters Score -2.055761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147660 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -20557588.000000 Penalty: 5909.231445
	Iteration 121Q: 3 clusters Score -2.055759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147662 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -20557600.000000 Penalty: 5909.231445
	Iteration 122Q: 3 clusters Score -2.05576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147667 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -20557594.000000 Penalty: 5909.231445
	Iteration 123Q: 3 clusters Score -2.055759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147670 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -20557592.000000 Penalty: 5909.231445
	Iteration 124Q: 3 clusters Score -2.055759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147671 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -20557588.000000 Penalty: 5909.231445
	Iteration 125Q: 3 clusters Score -2.055759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147671 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -20557588.000000 Penalty: 5909.231445
	Iteration 126F: 3 clusters Score -2.055759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -163330.968750 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -163331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -161277.265625 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -161277.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -161727.312500 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -161727.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161841.265625 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -161841.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -161896.390625 Penalty: 3531.740479
	Iteration 3Q: 3 clusters Score -161896.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -161918.984375 Penalty: 3531.740479
	Iteration 4Q: 3 clusters Score -161919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161943.890625 Penalty: 3531.740479
	Iteration 5Q: 3 clusters Score -161943.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -161978.203125 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -161978.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -162010.406250 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -162010.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -162038.625000 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -162038.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -162058.296875 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -162058.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -162086.390625 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -162086.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -162137.906250 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -162137.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -162189.390625 Penalty: 3531.740479
	Iteration 12Q: 3 clusters Score -162189.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -162234.796875 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -162234.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -162267.109375 Penalty: 3531.740479
	Iteration 14Q: 3 clusters Score -162267.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -162296.171875 Penalty: 3531.740479
	Iteration 15Q: 3 clusters Score -162296.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -162328.859375 Penalty: 3531.740479
	Iteration 16Q: 3 clusters Score -162328.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -162360.250000 Penalty: 3531.740479
	Iteration 17Q: 3 clusters Score -162360.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -162381.921875 Penalty: 3531.740479
	Iteration 18Q: 3 clusters Score -162381.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -162394.890625 Penalty: 3531.740479
	Iteration 19Q: 3 clusters Score -162394.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -162403.437500 Penalty: 3531.740479
	Iteration 20F: 3 clusters Score -162403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -162411.671875 Penalty: 3531.740479
	Iteration 21Q: 3 clusters Score -162411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -162417.500000 Penalty: 3531.740479
	Iteration 22Q: 3 clusters Score -162417.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -162420.984375 Penalty: 3531.740479
	Iteration 23Q: 3 clusters Score -162421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -162424.171875 Penalty: 3531.740479
	Iteration 24Q: 3 clusters Score -162424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -162429.906250 Penalty: 3531.740479
	Iteration 25Q: 3 clusters Score -162429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -162436.296875 Penalty: 3531.740479
	Iteration 26Q: 3 clusters Score -162436.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -162443.015625 Penalty: 3531.740479
	Iteration 27Q: 3 clusters Score -162443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -162455.031250 Penalty: 3531.740479
	Iteration 28Q: 3 clusters Score -162455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -162463.812500 Penalty: 3531.740479
	Iteration 29Q: 3 clusters Score -162463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -162469.156250 Penalty: 3531.740479
	Iteration 30Q: 3 clusters Score -162469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -162473.843750 Penalty: 3531.740479
	Iteration 31Q: 3 clusters Score -162473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -162474.484375 Penalty: 3531.740479
	Iteration 32Q: 3 clusters Score -162474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -162475.656250 Penalty: 3531.740479
	Iteration 33Q: 3 clusters Score -162475.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -162477.875000 Penalty: 3531.740479
	Iteration 34Q: 3 clusters Score -162477.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -162478.937500 Penalty: 3531.740479
	Iteration 35Q: 3 clusters Score -162478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -162481.000000 Penalty: 3531.740479
	Iteration 36Q: 3 clusters Score -162481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -162481.000000 Penalty: 3531.740479
	Iteration 37F: 3 clusters Score -162481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Entering Unmasked Estep 
Score: -4325023.000000 Penalty: 2571.771729
	Iteration 0F: 2 clusters Score -4325023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -4303280.500000 Penalty: 5143.543457
	Iteration 0F: 3 clusters Score -4303280 nChanged 14309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4311314.000000 Penalty: 5143.543457
	Iteration 1F: 3 clusters Score -4311314 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -4312064.000000 Penalty: 5143.543457
	Iteration 2F: 3 clusters Score -4312064 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -4312918.500000 Penalty: 5143.543457
	Iteration 3F: 3 clusters Score -4312918 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -4313976.500000 Penalty: 5143.543457
	Iteration 4F: 3 clusters Score -4313976 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -4315233.500000 Penalty: 5143.543457
	Iteration 5F: 3 clusters Score -4315234 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -4316564.000000 Penalty: 5143.543457
	Iteration 6F: 3 clusters Score -4316564 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -4317809.000000 Penalty: 5143.543457
	Iteration 7F: 3 clusters Score -4317809 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -4318781.500000 Penalty: 5143.543457
	Iteration 8F: 3 clusters Score -4318782 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -4319484.000000 Penalty: 5143.543457
	Iteration 9Q: 3 clusters Score -4319484 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -4319899.500000 Penalty: 5143.543457
	Iteration 10Q: 3 clusters Score -4319900 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4320134.000000 Penalty: 5143.543457
	Iteration 11Q: 3 clusters Score -4320134 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4320294.500000 Penalty: 5143.543457
	Iteration 12Q: 3 clusters Score -4320294 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -4320401.500000 Penalty: 5143.543457
	Iteration 13Q: 3 clusters Score -4320402 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -4320496.500000 Penalty: 5143.543457
	Iteration 14Q: 3 clusters Score -4320496 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -4320552.000000 Penalty: 5143.543457
	Iteration 15Q: 3 clusters Score -4320552 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4320613.500000 Penalty: 5143.543457
	Iteration 16Q: 3 clusters Score -4320614 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -4320662.500000 Penalty: 5143.543457
	Iteration 17Q: 3 clusters Score -4320662 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4320710.000000 Penalty: 5143.543457
	Iteration 18Q: 3 clusters Score -4320710 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -4320758.000000 Penalty: 5143.543457
	Iteration 19Q: 3 clusters Score -4320758 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -4320812.500000 Penalty: 5143.543457
	Iteration 20F: 3 clusters Score -4320812 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -4320838.000000 Penalty: 5143.543457
	Iteration 21Q: 3 clusters Score -4320838 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -4320857.500000 Penalty: 5143.543457
	Iteration 22Q: 3 clusters Score -4320858 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -4320900.000000 Penalty: 5143.543457
	Iteration 23Q: 3 clusters Score -4320900 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -4320934.000000 Penalty: 5143.543457
	Iteration 24Q: 3 clusters Score -4320934 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -4320974.000000 Penalty: 5143.543457
	Iteration 25Q: 3 clusters Score -4320974 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -4321004.500000 Penalty: 5143.543457
	Iteration 26Q: 3 clusters Score -4321004 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -4321027.000000 Penalty: 5143.543457
	Iteration 27Q: 3 clusters Score -4321027 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -4321062.000000 Penalty: 5143.543457
	Iteration 28Q: 3 clusters Score -4321062 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4321108.500000 Penalty: 5143.543457
	Iteration 29Q: 3 clusters Score -4321108 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -4321145.000000 Penalty: 5143.543457
	Iteration 30Q: 3 clusters Score -4321145 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -4321155.500000 Penalty: 5143.543457
	Iteration 31Q: 3 clusters Score -4321156 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -4321192.000000 Penalty: 5143.543457
	Iteration 32Q: 3 clusters Score -4321192 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -4321210.500000 Penalty: 5143.543457
	Iteration 33Q: 3 clusters Score -4321210 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -4321255.500000 Penalty: 5143.543457
	Iteration 34Q: 3 clusters Score -4321256 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -4321278.000000 Penalty: 5143.543457
	Iteration 35Q: 3 clusters Score -4321278 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -4321304.000000 Penalty: 5143.543457
	Iteration 36Q: 3 clusters Score -4321304 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -4321346.000000 Penalty: 5143.543457
	Iteration 37Q: 3 clusters Score -4321346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -4321347.500000 Penalty: 5143.543457
	Iteration 38Q: 3 clusters Score -4321348 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -4321373.500000 Penalty: 5143.543457
	Iteration 39Q: 3 clusters Score -4321374 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -4321396.500000 Penalty: 5143.543457
	Iteration 40F: 3 clusters Score -4321396 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -4321414.500000 Penalty: 5143.543457
	Iteration 41Q: 3 clusters Score -4321414 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -4321444.000000 Penalty: 5143.543457
	Iteration 42Q: 3 clusters Score -4321444 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -4321473.000000 Penalty: 5143.543457
	Iteration 43Q: 3 clusters Score -4321473 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4321507.000000 Penalty: 5143.543457
	Iteration 44Q: 3 clusters Score -4321507 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -4321544.500000 Penalty: 5143.543457
	Iteration 45Q: 3 clusters Score -4321544 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -4321591.000000 Penalty: 5143.543457
	Iteration 46Q: 3 clusters Score -4321591 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -4321633.500000 Penalty: 5143.543457
	Iteration 47Q: 3 clusters Score -4321634 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -4321698.000000 Penalty: 5143.543457
	Iteration 48Q: 3 clusters Score -4321698 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -4321748.000000 Penalty: 5143.543457
	Iteration 49Q: 3 clusters Score -4321748 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -4321805.000000 Penalty: 5143.543457
	Iteration 50Q: 3 clusters Score -4321805 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4321865.500000 Penalty: 5143.543457
	Iteration 51Q: 3 clusters Score -4321866 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -4321944.000000 Penalty: 5143.543457
	Iteration 52Q: 3 clusters Score -4321944 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -4321988.500000 Penalty: 5143.543457
	Iteration 53Q: 3 clusters Score -4321988 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -4322039.500000 Penalty: 5143.543457
	Iteration 54Q: 3 clusters Score -4322040 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4322069.500000 Penalty: 5143.543457
	Iteration 55Q: 3 clusters Score -4322070 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -4322102.000000 Penalty: 5143.543457
	Iteration 56Q: 3 clusters Score -4322102 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -4322139.000000 Penalty: 5143.543457
	Iteration 57Q: 3 clusters Score -4322139 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4322191.500000 Penalty: 5143.543457
	Iteration 58Q: 3 clusters Score -4322192 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4322225.000000 Penalty: 5143.543457
	Iteration 59Q: 3 clusters Score -4322225 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4322293.500000 Penalty: 5143.543457
	Iteration 60F: 3 clusters Score -4322294 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4322348.000000 Penalty: 5143.543457
	Iteration 61Q: 3 clusters Score -4322348 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4322400.500000 Penalty: 5143.543457
	Iteration 62Q: 3 clusters Score -4322400 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4322423.000000 Penalty: 5143.543457
	Iteration 63Q: 3 clusters Score -4322423 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4322449.000000 Penalty: 5143.543457
	Iteration 64Q: 3 clusters Score -4322449 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4322486.500000 Penalty: 5143.543457
	Iteration 65Q: 3 clusters Score -4322486 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4322511.000000 Penalty: 5143.543457
	Iteration 66Q: 3 clusters Score -4322511 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4322555.500000 Penalty: 5143.543457
	Iteration 67Q: 3 clusters Score -4322556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4322611.500000 Penalty: 5143.543457
	Iteration 68Q: 3 clusters Score -4322612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4322647.500000 Penalty: 5143.543457
	Iteration 69Q: 3 clusters Score -4322648 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4322668.000000 Penalty: 5143.543457
	Iteration 70Q: 3 clusters Score -4322668 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4322700.500000 Penalty: 5143.543457
	Iteration 71Q: 3 clusters Score -4322700 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4322736.500000 Penalty: 5143.543457
	Iteration 72Q: 3 clusters Score -4322736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4322743.000000 Penalty: 5143.543457
	Iteration 73Q: 3 clusters Score -4322743 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4322787.500000 Penalty: 5143.543457
	Iteration 74Q: 3 clusters Score -4322788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4322811.500000 Penalty: 5143.543457
	Iteration 75Q: 3 clusters Score -4322812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4322832.500000 Penalty: 5143.543457
	Iteration 76Q: 3 clusters Score -4322832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4322838.000000 Penalty: 5143.543457
	Iteration 77Q: 3 clusters Score -4322838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4322841.000000 Penalty: 5143.543457
	Iteration 78Q: 3 clusters Score -4322841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4322856.000000 Penalty: 5143.543457
	Iteration 79Q: 3 clusters Score -4322856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4322873.000000 Penalty: 5143.543457
	Iteration 80F: 3 clusters Score -4322873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4322890.000000 Penalty: 5143.543457
	Iteration 81Q: 3 clusters Score -4322890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4322891.000000 Penalty: 5143.543457
	Iteration 82Q: 3 clusters Score -4322891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4322910.000000 Penalty: 5143.543457
	Iteration 83Q: 3 clusters Score -4322910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4322925.500000 Penalty: 5143.543457
	Iteration 84Q: 3 clusters Score -4322926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4322933.500000 Penalty: 5143.543457
	Iteration 85Q: 3 clusters Score -4322934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4322949.500000 Penalty: 5143.543457
	Iteration 86Q: 3 clusters Score -4322950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4322975.500000 Penalty: 5143.543457
	Iteration 87Q: 3 clusters Score -4322976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4323023.000000 Penalty: 5143.543457
	Iteration 88Q: 3 clusters Score -4323023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4323048.000000 Penalty: 5143.543457
	Iteration 89Q: 3 clusters Score -4323048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4323068.000000 Penalty: 5143.543457
	Iteration 90Q: 3 clusters Score -4323068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4323101.500000 Penalty: 5143.543457
	Iteration 91Q: 3 clusters Score -4323102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4323121.500000 Penalty: 5143.543457
	Iteration 92Q: 3 clusters Score -4323122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4323143.000000 Penalty: 5143.543457
	Iteration 93Q: 3 clusters Score -4323143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4323169.500000 Penalty: 5143.543457
	Iteration 94Q: 3 clusters Score -4323170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4323191.500000 Penalty: 5143.543457
	Iteration 95Q: 3 clusters Score -4323192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4323212.000000 Penalty: 5143.543457
	Iteration 96Q: 3 clusters Score -4323212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4323235.500000 Penalty: 5143.543457
	Iteration 97Q: 3 clusters Score -4323236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4323269.000000 Penalty: 5143.543457
	Iteration 98Q: 3 clusters Score -4323269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4323283.000000 Penalty: 5143.543457
	Iteration 99Q: 3 clusters Score -4323283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4323296.000000 Penalty: 5143.543457
	Iteration 100F: 3 clusters Score -4323296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4323297.500000 Penalty: 5143.543457
	Iteration 101Q: 3 clusters Score -4323298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4323302.000000 Penalty: 5143.543457
	Iteration 102Q: 3 clusters Score -4323302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4323304.000000 Penalty: 5143.543457
	Iteration 103Q: 3 clusters Score -4323304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4323303.000000 Penalty: 5143.543457
	Iteration 104Q: 3 clusters Score -4323303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4323307.000000 Penalty: 5143.543457
	Iteration 105Q: 3 clusters Score -4323307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4323310.500000 Penalty: 5143.543457
	Iteration 106Q: 3 clusters Score -4323310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4323312.500000 Penalty: 5143.543457
	Iteration 107Q: 3 clusters Score -4323312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4323312.500000 Penalty: 5143.543457
	Iteration 108F: 3 clusters Score -4323312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Entering Unmasked Estep 
Score: -504042.781250 Penalty: 2051.724365
	Iteration 0F: 2 clusters Score -504042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -500196.093750 Penalty: 4103.448730
	Iteration 0F: 3 clusters Score -500196.1 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -501062.687500 Penalty: 4103.448730
	Iteration 1F: 3 clusters Score -501062.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -501289.625000 Penalty: 4103.448730
	Iteration 2F: 3 clusters Score -501289.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -501441.593750 Penalty: 4103.448730
	Iteration 3F: 3 clusters Score -501441.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -501548.656250 Penalty: 4103.448730
	Iteration 4Q: 3 clusters Score -501548.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -501642.687500 Penalty: 4103.448730
	Iteration 5Q: 3 clusters Score -501642.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -501737.343750 Penalty: 4103.448730
	Iteration 6Q: 3 clusters Score -501737.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -501823.437500 Penalty: 4103.448730
	Iteration 7Q: 3 clusters Score -501823.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -501892.437500 Penalty: 4103.448730
	Iteration 8Q: 3 clusters Score -501892.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -501947.156250 Penalty: 4103.448730
	Iteration 9Q: 3 clusters Score -501947.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -501992.125000 Penalty: 4103.448730
	Iteration 10Q: 3 clusters Score -501992.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -502032.281250 Penalty: 4103.448730
	Iteration 11Q: 3 clusters Score -502032.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -502058.531250 Penalty: 4103.448730
	Iteration 12Q: 3 clusters Score -502058.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -502082.125000 Penalty: 4103.448730
	Iteration 13Q: 3 clusters Score -502082.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -502115.343750 Penalty: 4103.448730
	Iteration 14Q: 3 clusters Score -502115.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -502145.156250 Penalty: 4103.448730
	Iteration 15Q: 3 clusters Score -502145.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -502181.531250 Penalty: 4103.448730
	Iteration 16Q: 3 clusters Score -502181.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -502221.468750 Penalty: 4103.448730
	Iteration 17Q: 3 clusters Score -502221.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -502265.500000 Penalty: 4103.448730
	Iteration 18Q: 3 clusters Score -502265.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -502309.250000 Penalty: 4103.448730
	Iteration 19Q: 3 clusters Score -502309.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -502345.437500 Penalty: 4103.448730
	Iteration 20F: 3 clusters Score -502345.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -502387.218750 Penalty: 4103.448730
	Iteration 21Q: 3 clusters Score -502387.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -502427.031250 Penalty: 4103.448730
	Iteration 22Q: 3 clusters Score -502427 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -502473.437500 Penalty: 4103.448730
	Iteration 23Q: 3 clusters Score -502473.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -502543.937500 Penalty: 4103.448730
	Iteration 24Q: 3 clusters Score -502543.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -502633.375000 Penalty: 4103.448730
	Iteration 25Q: 3 clusters Score -502633.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -502727.031250 Penalty: 4103.448730
	Iteration 26Q: 3 clusters Score -502727 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -502823.625000 Penalty: 4103.448730
	Iteration 27Q: 3 clusters Score -502823.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -502920.718750 Penalty: 4103.448730
	Iteration 28Q: 3 clusters Score -502920.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -503010.562500 Penalty: 4103.448730
	Iteration 29Q: 3 clusters Score -503010.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -503088.406250 Penalty: 4103.448730
	Iteration 30Q: 3 clusters Score -503088.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -503141.281250 Penalty: 4103.448730
	Iteration 31Q: 3 clusters Score -503141.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -503168.687500 Penalty: 4103.448730
	Iteration 32Q: 3 clusters Score -503168.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -503180.968750 Penalty: 4103.448730
	Iteration 33Q: 3 clusters Score -503181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -503187.750000 Penalty: 4103.448730
	Iteration 34Q: 3 clusters Score -503187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -503191.781250 Penalty: 4103.448730
	Iteration 35Q: 3 clusters Score -503191.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -503193.593750 Penalty: 4103.448730
	Iteration 36Q: 3 clusters Score -503193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -503194.562500 Penalty: 4103.448730
	Iteration 37Q: 3 clusters Score -503194.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -503194.562500 Penalty: 4103.448730
	Iteration 38F: 3 clusters Score -503194.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174271 members 
Entering Unmasked Estep 
Score: -24023076.000000 Penalty: 2992.955078
	Iteration 0F: 2 clusters Score -2.402308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -23909750.000000 Penalty: 5985.910156
	Iteration 0F: 3 clusters Score -2.390975e+07 nChanged 83457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89241 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -23957852.000000 Penalty: 5985.910156
	Iteration 1F: 3 clusters Score -2.395785e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -23958978.000000 Penalty: 5985.910156
	Iteration 2Q: 3 clusters Score -2.395898e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 80275 members 
Entering Unmasked Estep 
Score: -23960420.000000 Penalty: 5985.910156
	Iteration 3Q: 3 clusters Score -2.396042e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98372 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -23963090.000000 Penalty: 5985.910156
	Iteration 4Q: 3 clusters Score -2.396309e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104756 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -23967920.000000 Penalty: 5985.910156
	Iteration 5F: 3 clusters Score -2.396792e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113572 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -23976186.000000 Penalty: 5985.910156
	Iteration 6F: 3 clusters Score -2.397619e+07 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123974 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -23987804.000000 Penalty: 5985.910156
	Iteration 7F: 3 clusters Score -2.39878e+07 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133529 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -24000794.000000 Penalty: 5985.910156
	Iteration 8F: 3 clusters Score -2.400079e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139921 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -24010984.000000 Penalty: 5985.910156
	Iteration 9F: 3 clusters Score -2.401098e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143473 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -24016028.000000 Penalty: 5985.910156
	Iteration 10Q: 3 clusters Score -2.401603e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145929 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -24018338.000000 Penalty: 5985.910156
	Iteration 11Q: 3 clusters Score -2.401834e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148019 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -24019740.000000 Penalty: 5985.910156
	Iteration 12Q: 3 clusters Score -2.401974e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149816 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -24020806.000000 Penalty: 5985.910156
	Iteration 13Q: 3 clusters Score -2.402081e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151452 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -24021476.000000 Penalty: 5985.910156
	Iteration 14Q: 3 clusters Score -2.402148e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152797 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -24021914.000000 Penalty: 5985.910156
	Iteration 15Q: 3 clusters Score -2.402191e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153974 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -24022032.000000 Penalty: 5985.910156
	Iteration 16Q: 3 clusters Score -2.402203e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -24022180.000000 Penalty: 5985.910156
	Iteration 17Q: 3 clusters Score -2.402218e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155940 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -24022250.000000 Penalty: 5985.910156
	Iteration 18Q: 3 clusters Score -2.402225e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156811 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -24022256.000000 Penalty: 5985.910156
	Iteration 19Q: 3 clusters Score -2.402226e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157590 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -24022154.000000 Penalty: 5985.910156
	Iteration 20F: 3 clusters Score -2.402215e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158320 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -24022118.000000 Penalty: 5985.910156
	Iteration 21Q: 3 clusters Score -2.402212e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158997 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -24022136.000000 Penalty: 5985.910156
	Iteration 22Q: 3 clusters Score -2.402214e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -24022148.000000 Penalty: 5985.910156
	Iteration 23Q: 3 clusters Score -2.402215e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160285 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -24022070.000000 Penalty: 5985.910156
	Iteration 24Q: 3 clusters Score -2.402207e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160890 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -24022094.000000 Penalty: 5985.910156
	Iteration 25Q: 3 clusters Score -2.402209e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161449 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -24021988.000000 Penalty: 5985.910156
	Iteration 26Q: 3 clusters Score -2.402199e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161966 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -24021886.000000 Penalty: 5985.910156
	Iteration 27Q: 3 clusters Score -2.402189e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162431 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -24021776.000000 Penalty: 5985.910156
	Iteration 28Q: 3 clusters Score -2.402178e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162847 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -24021808.000000 Penalty: 5985.910156
	Iteration 29Q: 3 clusters Score -2.402181e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163212 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -24021884.000000 Penalty: 5985.910156
	Iteration 30Q: 3 clusters Score -2.402188e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163566 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -24021842.000000 Penalty: 5985.910156
	Iteration 31Q: 3 clusters Score -2.402184e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -24021818.000000 Penalty: 5985.910156
	Iteration 32Q: 3 clusters Score -2.402182e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164182 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -24021758.000000 Penalty: 5985.910156
	Iteration 33Q: 3 clusters Score -2.402176e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164498 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -24021758.000000 Penalty: 5985.910156
	Iteration 34Q: 3 clusters Score -2.402176e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164794 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -24021812.000000 Penalty: 5985.910156
	Iteration 35Q: 3 clusters Score -2.402181e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165093 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -24021728.000000 Penalty: 5985.910156
	Iteration 36Q: 3 clusters Score -2.402173e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165350 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -24021690.000000 Penalty: 5985.910156
	Iteration 37Q: 3 clusters Score -2.402169e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165587 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -24021742.000000 Penalty: 5985.910156
	Iteration 38Q: 3 clusters Score -2.402174e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165808 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -24021732.000000 Penalty: 5985.910156
	Iteration 39Q: 3 clusters Score -2.402173e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166018 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -24021712.000000 Penalty: 5985.910156
	Iteration 40F: 3 clusters Score -2.402171e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166218 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -24021648.000000 Penalty: 5985.910156
	Iteration 41Q: 3 clusters Score -2.402165e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166415 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -24021732.000000 Penalty: 5985.910156
	Iteration 42Q: 3 clusters Score -2.402173e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166600 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -24021734.000000 Penalty: 5985.910156
	Iteration 43Q: 3 clusters Score -2.402173e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166771 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -24021728.000000 Penalty: 5985.910156
	Iteration 44Q: 3 clusters Score -2.402173e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166944 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -24021708.000000 Penalty: 5985.910156
	Iteration 45Q: 3 clusters Score -2.402171e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167091 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -24021730.000000 Penalty: 5985.910156
	Iteration 46Q: 3 clusters Score -2.402173e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167235 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -24021680.000000 Penalty: 5985.910156
	Iteration 47Q: 3 clusters Score -2.402168e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167383 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -24021642.000000 Penalty: 5985.910156
	Iteration 48Q: 3 clusters Score -2.402164e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167516 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -24021630.000000 Penalty: 5985.910156
	Iteration 49Q: 3 clusters Score -2.402163e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167646 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -24021644.000000 Penalty: 5985.910156
	Iteration 50Q: 3 clusters Score -2.402164e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167795 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -24021650.000000 Penalty: 5985.910156
	Iteration 51Q: 3 clusters Score -2.402165e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167947 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -24021608.000000 Penalty: 5985.910156
	Iteration 52Q: 3 clusters Score -2.402161e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168110 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -24021574.000000 Penalty: 5985.910156
	Iteration 53Q: 3 clusters Score -2.402157e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168275 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -24021574.000000 Penalty: 5985.910156
	Iteration 54Q: 3 clusters Score -2.402157e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168426 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -24021548.000000 Penalty: 5985.910156
	Iteration 55Q: 3 clusters Score -2.402155e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168583 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -24021512.000000 Penalty: 5985.910156
	Iteration 56Q: 3 clusters Score -2.402151e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168727 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -24021552.000000 Penalty: 5985.910156
	Iteration 57Q: 3 clusters Score -2.402155e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168862 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -24021520.000000 Penalty: 5985.910156
	Iteration 58Q: 3 clusters Score -2.402152e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -24021530.000000 Penalty: 5985.910156
	Iteration 59Q: 3 clusters Score -2.402153e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -24021494.000000 Penalty: 5985.910156
	Iteration 60F: 3 clusters Score -2.402149e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169164 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -24021466.000000 Penalty: 5985.910156
	Iteration 61Q: 3 clusters Score -2.402147e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169260 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -24021446.000000 Penalty: 5985.910156
	Iteration 62Q: 3 clusters Score -2.402145e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169341 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -24021472.000000 Penalty: 5985.910156
	Iteration 63Q: 3 clusters Score -2.402147e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -24021498.000000 Penalty: 5985.910156
	Iteration 64Q: 3 clusters Score -2.40215e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169474 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -24021494.000000 Penalty: 5985.910156
	Iteration 65Q: 3 clusters Score -2.402149e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169544 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -24021490.000000 Penalty: 5985.910156
	Iteration 66Q: 3 clusters Score -2.402149e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169603 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -24021502.000000 Penalty: 5985.910156
	Iteration 67Q: 3 clusters Score -2.40215e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169662 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -24021514.000000 Penalty: 5985.910156
	Iteration 68Q: 3 clusters Score -2.402151e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169716 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -24021538.000000 Penalty: 5985.910156
	Iteration 69Q: 3 clusters Score -2.402154e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169770 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -24021524.000000 Penalty: 5985.910156
	Iteration 70Q: 3 clusters Score -2.402152e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -24021482.000000 Penalty: 5985.910156
	Iteration 71Q: 3 clusters Score -2.402148e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -24021488.000000 Penalty: 5985.910156
	Iteration 72Q: 3 clusters Score -2.402149e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169889 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -24021436.000000 Penalty: 5985.910156
	Iteration 73Q: 3 clusters Score -2.402144e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169926 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -24021448.000000 Penalty: 5985.910156
	Iteration 74Q: 3 clusters Score -2.402145e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -24021460.000000 Penalty: 5985.910156
	Iteration 75Q: 3 clusters Score -2.402146e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170009 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -24021460.000000 Penalty: 5985.910156
	Iteration 76Q: 3 clusters Score -2.402146e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170050 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -24021448.000000 Penalty: 5985.910156
	Iteration 77Q: 3 clusters Score -2.402145e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -24021460.000000 Penalty: 5985.910156
	Iteration 78Q: 3 clusters Score -2.402146e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170142 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -24021474.000000 Penalty: 5985.910156
	Iteration 79Q: 3 clusters Score -2.402147e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170197 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -24021462.000000 Penalty: 5985.910156
	Iteration 80F: 3 clusters Score -2.402146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -24021464.000000 Penalty: 5985.910156
	Iteration 81Q: 3 clusters Score -2.402146e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170273 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -24021470.000000 Penalty: 5985.910156
	Iteration 82Q: 3 clusters Score -2.402147e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170314 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -24021446.000000 Penalty: 5985.910156
	Iteration 83Q: 3 clusters Score -2.402145e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170356 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -24021420.000000 Penalty: 5985.910156
	Iteration 84Q: 3 clusters Score -2.402142e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170391 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -24021406.000000 Penalty: 5985.910156
	Iteration 85Q: 3 clusters Score -2.402141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170422 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -24021396.000000 Penalty: 5985.910156
	Iteration 86Q: 3 clusters Score -2.40214e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170462 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -24021422.000000 Penalty: 5985.910156
	Iteration 87Q: 3 clusters Score -2.402142e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170505 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -24021422.000000 Penalty: 5985.910156
	Iteration 88Q: 3 clusters Score -2.402142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170552 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -24021408.000000 Penalty: 5985.910156
	Iteration 89Q: 3 clusters Score -2.402141e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170589 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -24021414.000000 Penalty: 5985.910156
	Iteration 90Q: 3 clusters Score -2.402141e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170622 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -24021440.000000 Penalty: 5985.910156
	Iteration 91Q: 3 clusters Score -2.402144e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170652 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -24021406.000000 Penalty: 5985.910156
	Iteration 92Q: 3 clusters Score -2.402141e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170675 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -24021428.000000 Penalty: 5985.910156
	Iteration 93Q: 3 clusters Score -2.402143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170703 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -24021422.000000 Penalty: 5985.910156
	Iteration 94Q: 3 clusters Score -2.402142e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170737 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -24021424.000000 Penalty: 5985.910156
	Iteration 95Q: 3 clusters Score -2.402142e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170770 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -24021438.000000 Penalty: 5985.910156
	Iteration 96Q: 3 clusters Score -2.402144e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170793 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -24021454.000000 Penalty: 5985.910156
	Iteration 97Q: 3 clusters Score -2.402145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170807 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -24021462.000000 Penalty: 5985.910156
	Iteration 98Q: 3 clusters Score -2.402146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170823 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -24021464.000000 Penalty: 5985.910156
	Iteration 99Q: 3 clusters Score -2.402146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -24021436.000000 Penalty: 5985.910156
	Iteration 100F: 3 clusters Score -2.402144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170850 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -24021470.000000 Penalty: 5985.910156
	Iteration 101Q: 3 clusters Score -2.402147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170860 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -24021450.000000 Penalty: 5985.910156
	Iteration 102Q: 3 clusters Score -2.402145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170871 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -24021438.000000 Penalty: 5985.910156
	Iteration 103Q: 3 clusters Score -2.402144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170876 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -24021460.000000 Penalty: 5985.910156
	Iteration 104Q: 3 clusters Score -2.402146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170881 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -24021476.000000 Penalty: 5985.910156
	Iteration 105Q: 3 clusters Score -2.402148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170887 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -24021458.000000 Penalty: 5985.910156
	Iteration 106Q: 3 clusters Score -2.402146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170889 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -24021474.000000 Penalty: 5985.910156
	Iteration 107Q: 3 clusters Score -2.402147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170891 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -24021474.000000 Penalty: 5985.910156
	Iteration 108Q: 3 clusters Score -2.402147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170893 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -24021480.000000 Penalty: 5985.910156
	Iteration 109Q: 3 clusters Score -2.402148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170895 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -24021480.000000 Penalty: 5985.910156
	Iteration 110Q: 3 clusters Score -2.402148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170897 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -24021478.000000 Penalty: 5985.910156
	Iteration 111Q: 3 clusters Score -2.402148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170901 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -24021464.000000 Penalty: 5985.910156
	Iteration 112Q: 3 clusters Score -2.402146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170903 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -24021466.000000 Penalty: 5985.910156
	Iteration 113Q: 3 clusters Score -2.402147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170906 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -24021468.000000 Penalty: 5985.910156
	Iteration 114Q: 3 clusters Score -2.402147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170906 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -24021468.000000 Penalty: 5985.910156
	Iteration 115F: 3 clusters Score -2.402147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152527 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90353 members 
Mstep: Class 4 contains 158694 members 
Mstep: Class 5 contains 4273 members 
Mstep: Class 6 contains 37277 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103721 members 
Mstep: Class 9 contains 44548 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53374 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149309 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31890 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454592.000000 Penalty: 72024.632812
Iteration 159Q: 22 clusters Score -1.374546e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152523 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90348 members 
Mstep: Class 4 contains 158704 members 
Mstep: Class 5 contains 4275 members 
Mstep: Class 6 contains 37275 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103707 members 
Mstep: Class 9 contains 44545 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53375 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149316 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454576.000000 Penalty: 72024.632812
Iteration 160F: 22 clusters Score -1.374546e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152518 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90346 members 
Mstep: Class 4 contains 158720 members 
Mstep: Class 5 contains 4278 members 
Mstep: Class 6 contains 37268 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103693 members 
Mstep: Class 9 contains 44544 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53378 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149312 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31887 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454592.000000 Penalty: 72024.632812
Iteration 161Q: 22 clusters Score -1.374546e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152506 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90345 members 
Mstep: Class 4 contains 158729 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 37266 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103683 members 
Mstep: Class 9 contains 44545 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53375 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149313 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31886 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454544.000000 Penalty: 72024.632812
Iteration 162Q: 22 clusters Score -1.374545e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152500 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90341 members 
Mstep: Class 4 contains 158730 members 
Mstep: Class 5 contains 4287 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103677 members 
Mstep: Class 9 contains 44546 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 53374 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149313 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31885 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454480.000000 Penalty: 72024.632812
Iteration 163Q: 22 clusters Score -1.374545e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152492 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90339 members 
Mstep: Class 4 contains 158727 members 
Mstep: Class 5 contains 4290 members 
Mstep: Class 6 contains 37262 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103670 members 
Mstep: Class 9 contains 44547 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53376 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149316 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31885 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454400.000000 Penalty: 72024.632812
Iteration 164Q: 22 clusters Score -1.374544e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152482 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90339 members 
Mstep: Class 4 contains 158736 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 37258 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103665 members 
Mstep: Class 9 contains 44549 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53378 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149311 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31885 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454512.000000 Penalty: 72024.632812
Iteration 165Q: 22 clusters Score -1.374545e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90336 members 
Mstep: Class 4 contains 158747 members 
Mstep: Class 5 contains 4295 members 
Mstep: Class 6 contains 37254 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103655 members 
Mstep: Class 9 contains 44553 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53379 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149307 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31885 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454544.000000 Penalty: 72024.632812
Iteration 166Q: 22 clusters Score -1.374545e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90338 members 
Mstep: Class 4 contains 158762 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 6 contains 37248 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103646 members 
Mstep: Class 9 contains 44557 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53383 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149300 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31885 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 22 contains 174336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454576.000000 Penalty: 72024.632812
Iteration 167Q: 22 clusters Score -1.374546e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90340 members 
Mstep: Class 4 contains 158775 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37245 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103635 members 
Mstep: Class 9 contains 44559 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53386 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149300 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31884 members 
Mstep: Class 20 contains 3916 members 
Mstep: Class 22 contains 174332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454512.000000 Penalty: 72024.632812
Iteration 168Q: 22 clusters Score -1.374545e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90340 members 
Mstep: Class 4 contains 158782 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37243 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103627 members 
Mstep: Class 9 contains 44560 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53387 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149304 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31887 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 22 contains 174334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454576.000000 Penalty: 72024.632812
Iteration 169Q: 22 clusters Score -1.374546e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152471 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90342 members 
Mstep: Class 4 contains 158790 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37242 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103619 members 
Mstep: Class 9 contains 44564 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53390 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149303 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31888 members 
Mstep: Class 20 contains 3914 members 
Mstep: Class 22 contains 174333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454576.000000 Penalty: 72024.632812
Iteration 170Q: 22 clusters Score -1.374546e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152469 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90345 members 
Mstep: Class 4 contains 158788 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37240 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103608 members 
Mstep: Class 9 contains 44567 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53392 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149310 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3913 members 
Mstep: Class 22 contains 174335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454528.000000 Penalty: 72024.632812
Iteration 171Q: 22 clusters Score -1.374545e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152464 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90345 members 
Mstep: Class 4 contains 158793 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37240 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103598 members 
Mstep: Class 9 contains 44571 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53395 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149309 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31891 members 
Mstep: Class 20 contains 3912 members 
Mstep: Class 22 contains 174338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454432.000000 Penalty: 72024.632812
Iteration 172Q: 22 clusters Score -1.374544e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152463 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90343 members 
Mstep: Class 4 contains 158798 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37240 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103591 members 
Mstep: Class 9 contains 44573 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53396 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149300 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31893 members 
Mstep: Class 20 contains 3912 members 
Mstep: Class 22 contains 174347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454464.000000 Penalty: 72024.632812
Iteration 173Q: 22 clusters Score -1.374545e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152463 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90341 members 
Mstep: Class 4 contains 158793 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103582 members 
Mstep: Class 9 contains 44574 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53395 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149303 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31894 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454416.000000 Penalty: 72024.632812
Iteration 174Q: 22 clusters Score -1.374544e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152464 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90340 members 
Mstep: Class 4 contains 158794 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37238 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103576 members 
Mstep: Class 9 contains 44578 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53396 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149306 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31896 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454416.000000 Penalty: 72024.632812
Iteration 175Q: 22 clusters Score -1.374544e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152459 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90339 members 
Mstep: Class 4 contains 158792 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37236 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103565 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53397 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149313 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454512.000000 Penalty: 72024.632812
Iteration 176Q: 22 clusters Score -1.374545e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152454 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90332 members 
Mstep: Class 4 contains 158788 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37233 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103560 members 
Mstep: Class 9 contains 44585 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53399 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149319 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31902 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454512.000000 Penalty: 72024.632812
Iteration 177Q: 22 clusters Score -1.374545e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152449 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90331 members 
Mstep: Class 4 contains 158788 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37232 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103555 members 
Mstep: Class 9 contains 44589 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53401 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149323 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31902 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454576.000000 Penalty: 72024.632812
Iteration 178Q: 22 clusters Score -1.374546e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152444 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90330 members 
Mstep: Class 4 contains 158798 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103551 members 
Mstep: Class 9 contains 44591 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53403 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149327 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31902 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454560.000000 Penalty: 72024.632812
Iteration 179Q: 22 clusters Score -1.374546e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152450 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90326 members 
Mstep: Class 4 contains 158799 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103548 members 
Mstep: Class 9 contains 44593 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53404 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149328 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31902 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454672.000000 Penalty: 72024.632812
Iteration 180F: 22 clusters Score -1.374547e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152453 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90326 members 
Mstep: Class 4 contains 158799 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103541 members 
Mstep: Class 9 contains 44593 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149334 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31903 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454672.000000 Penalty: 72024.632812
Iteration 181Q: 22 clusters Score -1.374547e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152453 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90323 members 
Mstep: Class 4 contains 158800 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103539 members 
Mstep: Class 9 contains 44593 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149340 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31903 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454736.000000 Penalty: 72024.632812
Iteration 182Q: 22 clusters Score -1.374547e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152455 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90323 members 
Mstep: Class 4 contains 158793 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103539 members 
Mstep: Class 9 contains 44591 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149347 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31903 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454720.000000 Penalty: 72024.632812
Iteration 183Q: 22 clusters Score -1.374547e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152456 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90323 members 
Mstep: Class 4 contains 158789 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103534 members 
Mstep: Class 9 contains 44590 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149354 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31903 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454784.000000 Penalty: 72024.632812
Iteration 184Q: 22 clusters Score -1.374548e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152459 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90323 members 
Mstep: Class 4 contains 158782 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37232 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103536 members 
Mstep: Class 9 contains 44590 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53406 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149354 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31901 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454736.000000 Penalty: 72024.632812
Iteration 185Q: 22 clusters Score -1.374547e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152461 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90323 members 
Mstep: Class 4 contains 158781 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37232 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103535 members 
Mstep: Class 9 contains 44590 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53406 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149353 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31901 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454768.000000 Penalty: 72024.632812
Iteration 186Q: 22 clusters Score -1.374548e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152461 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90324 members 
Mstep: Class 4 contains 158779 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37232 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103533 members 
Mstep: Class 9 contains 44590 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149360 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31902 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454784.000000 Penalty: 72024.632812
Iteration 187Q: 22 clusters Score -1.374548e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152464 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90321 members 
Mstep: Class 4 contains 158777 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103532 members 
Mstep: Class 9 contains 44591 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53406 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149362 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31904 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454736.000000 Penalty: 72024.632812
Iteration 188Q: 22 clusters Score -1.374547e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152467 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90320 members 
Mstep: Class 4 contains 158778 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37227 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103530 members 
Mstep: Class 9 contains 44592 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149364 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454720.000000 Penalty: 72024.632812
Iteration 189Q: 22 clusters Score -1.374547e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152466 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90319 members 
Mstep: Class 4 contains 158777 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37224 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103528 members 
Mstep: Class 9 contains 44592 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53407 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149371 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454624.000000 Penalty: 72024.632812
Iteration 190Q: 22 clusters Score -1.374546e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152464 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90319 members 
Mstep: Class 4 contains 158778 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37221 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103525 members 
Mstep: Class 9 contains 44593 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53408 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149378 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454624.000000 Penalty: 72024.632812
Iteration 191Q: 22 clusters Score -1.374546e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152463 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90319 members 
Mstep: Class 4 contains 158778 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37221 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103524 members 
Mstep: Class 9 contains 44594 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53408 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149377 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454736.000000 Penalty: 72024.632812
Iteration 192Q: 22 clusters Score -1.374547e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152463 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90318 members 
Mstep: Class 4 contains 158779 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37219 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103521 members 
Mstep: Class 9 contains 44594 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53408 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149381 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454752.000000 Penalty: 72024.632812
Iteration 193Q: 22 clusters Score -1.374548e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152469 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90317 members 
Mstep: Class 4 contains 158774 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37218 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103518 members 
Mstep: Class 9 contains 44595 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53408 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149383 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454704.000000 Penalty: 72024.632812
Iteration 194Q: 22 clusters Score -1.374547e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152473 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90316 members 
Mstep: Class 4 contains 158773 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37217 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103516 members 
Mstep: Class 9 contains 44598 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53407 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149383 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454736.000000 Penalty: 72024.632812
Iteration 195Q: 22 clusters Score -1.374547e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152476 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90315 members 
Mstep: Class 4 contains 158769 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37217 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103516 members 
Mstep: Class 9 contains 44597 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53408 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149383 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454720.000000 Penalty: 72024.632812
Iteration 196Q: 22 clusters Score -1.374547e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152476 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90313 members 
Mstep: Class 4 contains 158766 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37217 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103517 members 
Mstep: Class 9 contains 44595 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149385 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454736.000000 Penalty: 72024.632812
Iteration 197Q: 22 clusters Score -1.374547e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152478 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90313 members 
Mstep: Class 4 contains 158765 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37217 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103515 members 
Mstep: Class 9 contains 44595 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149385 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454704.000000 Penalty: 72024.632812
Iteration 198Q: 22 clusters Score -1.374547e+08 nChanged 31
Entering ConstructFrom: 
Score: -137454704.000000 Penalty: 72024.632812
Entering ConstructFrom: 
Trying to split cluster 1 (152483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152483 members 
Entering Unmasked Estep 
Score: -21068798.000000 Penalty: 2959.832520
	Iteration 0F: 2 clusters Score -2.10688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -20968592.000000 Penalty: 5919.665039
	Iteration 0F: 3 clusters Score -2.096859e+07 nChanged 73227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
Score: -21010790.000000 Penalty: 5919.665039
	Iteration 1F: 3 clusters Score -2.101079e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -21011968.000000 Penalty: 5919.665039
	Iteration 2Q: 3 clusters Score -2.101197e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -21013248.000000 Penalty: 5919.665039
	Iteration 3Q: 3 clusters Score -2.101325e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -21015030.000000 Penalty: 5919.665039
	Iteration 4Q: 3 clusters Score -2.101503e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88333 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -21017522.000000 Penalty: 5919.665039
	Iteration 5Q: 3 clusters Score -2.101752e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -21021168.000000 Penalty: 5919.665039
	Iteration 6F: 3 clusters Score -2.102117e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100972 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -21026830.000000 Penalty: 5919.665039
	Iteration 7F: 3 clusters Score -2.102683e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109178 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -21034464.000000 Penalty: 5919.665039
	Iteration 8F: 3 clusters Score -2.103446e+07 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -21042752.000000 Penalty: 5919.665039
	Iteration 9F: 3 clusters Score -2.104275e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123660 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -21049670.000000 Penalty: 5919.665039
	Iteration 10F: 3 clusters Score -2.104967e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128000 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -21054182.000000 Penalty: 5919.665039
	Iteration 11Q: 3 clusters Score -2.105418e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130910 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -21056916.000000 Penalty: 5919.665039
	Iteration 12Q: 3 clusters Score -2.105692e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133216 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -21058728.000000 Penalty: 5919.665039
	Iteration 13Q: 3 clusters Score -2.105873e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135448 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -21060174.000000 Penalty: 5919.665039
	Iteration 14Q: 3 clusters Score -2.106017e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137657 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -21061252.000000 Penalty: 5919.665039
	Iteration 15Q: 3 clusters Score -2.106125e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139868 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -21062412.000000 Penalty: 5919.665039
	Iteration 16Q: 3 clusters Score -2.106241e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141897 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -21063400.000000 Penalty: 5919.665039
	Iteration 17Q: 3 clusters Score -2.10634e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143658 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -21064194.000000 Penalty: 5919.665039
	Iteration 18Q: 3 clusters Score -2.106419e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145187 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -21064728.000000 Penalty: 5919.665039
	Iteration 19Q: 3 clusters Score -2.106473e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146479 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -21065068.000000 Penalty: 5919.665039
	Iteration 20F: 3 clusters Score -2.106507e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147564 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -21065406.000000 Penalty: 5919.665039
	Iteration 21Q: 3 clusters Score -2.106541e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148450 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -21065592.000000 Penalty: 5919.665039
	Iteration 22Q: 3 clusters Score -2.106559e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149175 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -21065664.000000 Penalty: 5919.665039
	Iteration 23Q: 3 clusters Score -2.106566e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149738 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -21065798.000000 Penalty: 5919.665039
	Iteration 24Q: 3 clusters Score -2.10658e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150176 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -21065946.000000 Penalty: 5919.665039
	Iteration 25Q: 3 clusters Score -2.106595e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150518 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -21066062.000000 Penalty: 5919.665039
	Iteration 26Q: 3 clusters Score -2.106606e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150816 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21066166.000000 Penalty: 5919.665039
	Iteration 27Q: 3 clusters Score -2.106617e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151047 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -21066212.000000 Penalty: 5919.665039
	Iteration 28Q: 3 clusters Score -2.106621e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151198 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -21066230.000000 Penalty: 5919.665039
	Iteration 29Q: 3 clusters Score -2.106623e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151330 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21066300.000000 Penalty: 5919.665039
	Iteration 30Q: 3 clusters Score -2.10663e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151430 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -21066320.000000 Penalty: 5919.665039
	Iteration 31Q: 3 clusters Score -2.106632e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151511 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21066370.000000 Penalty: 5919.665039
	Iteration 32Q: 3 clusters Score -2.106637e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151571 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -21066398.000000 Penalty: 5919.665039
	Iteration 33Q: 3 clusters Score -2.10664e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151627 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -21066410.000000 Penalty: 5919.665039
	Iteration 34Q: 3 clusters Score -2.106641e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151665 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -21066426.000000 Penalty: 5919.665039
	Iteration 35Q: 3 clusters Score -2.106643e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151693 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -21066412.000000 Penalty: 5919.665039
	Iteration 36Q: 3 clusters Score -2.106641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151712 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -21066414.000000 Penalty: 5919.665039
	Iteration 37Q: 3 clusters Score -2.106641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151734 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -21066432.000000 Penalty: 5919.665039
	Iteration 38Q: 3 clusters Score -2.106643e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151755 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -21066442.000000 Penalty: 5919.665039
	Iteration 39Q: 3 clusters Score -2.106644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151776 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -21066480.000000 Penalty: 5919.665039
	Iteration 40F: 3 clusters Score -2.106648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151791 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21066444.000000 Penalty: 5919.665039
	Iteration 41Q: 3 clusters Score -2.106644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151806 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -21066440.000000 Penalty: 5919.665039
	Iteration 42Q: 3 clusters Score -2.106644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151818 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21066446.000000 Penalty: 5919.665039
	Iteration 43Q: 3 clusters Score -2.106645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151823 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21066460.000000 Penalty: 5919.665039
	Iteration 44Q: 3 clusters Score -2.106646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151831 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -21066434.000000 Penalty: 5919.665039
	Iteration 45Q: 3 clusters Score -2.106643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151838 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -21066432.000000 Penalty: 5919.665039
	Iteration 46Q: 3 clusters Score -2.106643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151837 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21066438.000000 Penalty: 5919.665039
	Iteration 47Q: 3 clusters Score -2.106644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21066446.000000 Penalty: 5919.665039
	Iteration 48Q: 3 clusters Score -2.106645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151843 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -21066438.000000 Penalty: 5919.665039
	Iteration 49Q: 3 clusters Score -2.106644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151845 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -21066442.000000 Penalty: 5919.665039
	Iteration 50Q: 3 clusters Score -2.106644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151848 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -21066430.000000 Penalty: 5919.665039
	Iteration 51Q: 3 clusters Score -2.106643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151849 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -21066432.000000 Penalty: 5919.665039
	Iteration 52Q: 3 clusters Score -2.106643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151850 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -21066430.000000 Penalty: 5919.665039
	Iteration 53Q: 3 clusters Score -2.106643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151851 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -21066434.000000 Penalty: 5919.665039
	Iteration 54Q: 3 clusters Score -2.106643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151851 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -21066434.000000 Penalty: 5919.665039
	Iteration 55F: 3 clusters Score -2.106643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -79700.468750 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -79700.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78055.695312 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -78055.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78452.359375 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -78452.36 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78993.023438 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -78993.02 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -79507.046875 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -79507.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -79993.148438 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -79993.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -80259.523438 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -80259.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -80314.375000 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -80314.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -80345.812500 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -80345.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -80392.289062 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -80392.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -80490.640625 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -80490.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80644.640625 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -80644.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -80793.742188 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -80793.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80899.789062 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -80899.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -80965.898438 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -80965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -80965.898438 Penalty: 3234.228271
	Iteration 14F: 3 clusters Score -80965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152483 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 90310 members 
Mstep: Class 4 contains 158767 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37217 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103512 members 
Mstep: Class 9 contains 44596 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149383 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 174358 members 
Entering Unmasked Estep 
Score: -137453984.000000 Penalty: 75454.375000
Splitting cluster 2 changes total score from -137454704.000000 to -137453984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (90310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90310 members 
Entering Unmasked Estep 
Score: -12570720.000000 Penalty: 2829.928711
	Iteration 0F: 2 clusters Score -1.257072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -12510151.000000 Penalty: 5659.857422
	Iteration 0F: 3 clusters Score -1.251015e+07 nChanged 42659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -12534843.000000 Penalty: 5659.857422
	Iteration 1F: 3 clusters Score -1.253484e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -12536021.000000 Penalty: 5659.857422
	Iteration 2Q: 3 clusters Score -1.253602e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -12537879.000000 Penalty: 5659.857422
	Iteration 3Q: 3 clusters Score -1.253788e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -12540889.000000 Penalty: 5659.857422
	Iteration 4F: 3 clusters Score -1.254089e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -12546266.000000 Penalty: 5659.857422
	Iteration 5F: 3 clusters Score -1.254627e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -12553460.000000 Penalty: 5659.857422
	Iteration 6F: 3 clusters Score -1.255346e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -12560426.000000 Penalty: 5659.857422
	Iteration 7F: 3 clusters Score -1.256043e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83780 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -12564996.000000 Penalty: 5659.857422
	Iteration 8F: 3 clusters Score -1.2565e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -12567302.000000 Penalty: 5659.857422
	Iteration 9Q: 3 clusters Score -1.25673e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -12568315.000000 Penalty: 5659.857422
	Iteration 10Q: 3 clusters Score -1.256832e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87647 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -12568735.000000 Penalty: 5659.857422
	Iteration 11Q: 3 clusters Score -1.256874e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -12568918.000000 Penalty: 5659.857422
	Iteration 12Q: 3 clusters Score -1.256892e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -12569038.000000 Penalty: 5659.857422
	Iteration 13Q: 3 clusters Score -1.256904e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -12569098.000000 Penalty: 5659.857422
	Iteration 14Q: 3 clusters Score -1.25691e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88336 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -12569112.000000 Penalty: 5659.857422
	Iteration 15Q: 3 clusters Score -1.256911e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88413 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -12569131.000000 Penalty: 5659.857422
	Iteration 16Q: 3 clusters Score -1.256913e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88478 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -12569163.000000 Penalty: 5659.857422
	Iteration 17Q: 3 clusters Score -1.256916e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -12569172.000000 Penalty: 5659.857422
	Iteration 18Q: 3 clusters Score -1.256917e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -12569195.000000 Penalty: 5659.857422
	Iteration 19Q: 3 clusters Score -1.25692e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -12569218.000000 Penalty: 5659.857422
	Iteration 20F: 3 clusters Score -1.256922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88612 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -12569228.000000 Penalty: 5659.857422
	Iteration 21Q: 3 clusters Score -1.256923e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -12569233.000000 Penalty: 5659.857422
	Iteration 22Q: 3 clusters Score -1.256923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -12569247.000000 Penalty: 5659.857422
	Iteration 23Q: 3 clusters Score -1.256925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -12569234.000000 Penalty: 5659.857422
	Iteration 24Q: 3 clusters Score -1.256923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88658 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12569245.000000 Penalty: 5659.857422
	Iteration 25Q: 3 clusters Score -1.256924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12569227.000000 Penalty: 5659.857422
	Iteration 26Q: 3 clusters Score -1.256923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -12569241.000000 Penalty: 5659.857422
	Iteration 27Q: 3 clusters Score -1.256924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -12569241.000000 Penalty: 5659.857422
	Iteration 28Q: 3 clusters Score -1.256924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -12569246.000000 Penalty: 5659.857422
	Iteration 29Q: 3 clusters Score -1.256925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88682 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -12569249.000000 Penalty: 5659.857422
	Iteration 30Q: 3 clusters Score -1.256925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -12569245.000000 Penalty: 5659.857422
	Iteration 31Q: 3 clusters Score -1.256924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -12569244.000000 Penalty: 5659.857422
	Iteration 32Q: 3 clusters Score -1.256924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88689 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -12569241.000000 Penalty: 5659.857422
	Iteration 33Q: 3 clusters Score -1.256924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88691 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -12569242.000000 Penalty: 5659.857422
	Iteration 34Q: 3 clusters Score -1.256924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88692 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -12569252.000000 Penalty: 5659.857422
	Iteration 35Q: 3 clusters Score -1.256925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88692 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -12569252.000000 Penalty: 5659.857422
	Iteration 36F: 3 clusters Score -1.256925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158767 members 
Entering Unmasked Estep 
Score: -21860102.000000 Penalty: 2969.847900
	Iteration 0F: 2 clusters Score -2.18601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -21756626.000000 Penalty: 5939.695801
	Iteration 0F: 3 clusters Score -2.175663e+07 nChanged 75967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -21801770.000000 Penalty: 5939.695801
	Iteration 1F: 3 clusters Score -2.180177e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85396 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -21803564.000000 Penalty: 5939.695801
	Iteration 2Q: 3 clusters Score -2.180356e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88357 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
Score: -21805852.000000 Penalty: 5939.695801
	Iteration 3Q: 3 clusters Score -2.180585e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92491 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -21809280.000000 Penalty: 5939.695801
	Iteration 4Q: 3 clusters Score -2.180928e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -21813512.000000 Penalty: 5939.695801
	Iteration 5F: 3 clusters Score -2.181351e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105261 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -21819872.000000 Penalty: 5939.695801
	Iteration 6F: 3 clusters Score -2.181987e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113564 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -21828012.000000 Penalty: 5939.695801
	Iteration 7F: 3 clusters Score -2.182801e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121573 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -21836178.000000 Penalty: 5939.695801
	Iteration 8F: 3 clusters Score -2.183618e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127910 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -21842874.000000 Penalty: 5939.695801
	Iteration 9F: 3 clusters Score -2.184287e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132345 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -21847104.000000 Penalty: 5939.695801
	Iteration 10Q: 3 clusters Score -2.18471e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135676 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -21849412.000000 Penalty: 5939.695801
	Iteration 11Q: 3 clusters Score -2.184941e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138470 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -21850932.000000 Penalty: 5939.695801
	Iteration 12Q: 3 clusters Score -2.185093e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140925 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -21852122.000000 Penalty: 5939.695801
	Iteration 13Q: 3 clusters Score -2.185212e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143195 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -21853016.000000 Penalty: 5939.695801
	Iteration 14Q: 3 clusters Score -2.185302e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145236 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -21853752.000000 Penalty: 5939.695801
	Iteration 15Q: 3 clusters Score -2.185375e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147001 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -21854442.000000 Penalty: 5939.695801
	Iteration 16Q: 3 clusters Score -2.185444e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148455 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -21854990.000000 Penalty: 5939.695801
	Iteration 17Q: 3 clusters Score -2.185499e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149708 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -21855410.000000 Penalty: 5939.695801
	Iteration 18Q: 3 clusters Score -2.185541e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150736 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -21855738.000000 Penalty: 5939.695801
	Iteration 19Q: 3 clusters Score -2.185574e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151591 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -21856120.000000 Penalty: 5939.695801
	Iteration 20F: 3 clusters Score -2.185612e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152222 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -21856392.000000 Penalty: 5939.695801
	Iteration 21Q: 3 clusters Score -2.185639e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152763 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -21856638.000000 Penalty: 5939.695801
	Iteration 22Q: 3 clusters Score -2.185664e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153195 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -21856772.000000 Penalty: 5939.695801
	Iteration 23Q: 3 clusters Score -2.185677e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -21856830.000000 Penalty: 5939.695801
	Iteration 24Q: 3 clusters Score -2.185683e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153779 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -21856962.000000 Penalty: 5939.695801
	Iteration 25Q: 3 clusters Score -2.185696e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -21856986.000000 Penalty: 5939.695801
	Iteration 26Q: 3 clusters Score -2.185699e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154156 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -21857004.000000 Penalty: 5939.695801
	Iteration 27Q: 3 clusters Score -2.1857e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154277 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -21857068.000000 Penalty: 5939.695801
	Iteration 28Q: 3 clusters Score -2.185707e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154394 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -21857062.000000 Penalty: 5939.695801
	Iteration 29Q: 3 clusters Score -2.185706e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154502 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -21857076.000000 Penalty: 5939.695801
	Iteration 30Q: 3 clusters Score -2.185708e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -21857100.000000 Penalty: 5939.695801
	Iteration 31Q: 3 clusters Score -2.18571e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -21857068.000000 Penalty: 5939.695801
	Iteration 32Q: 3 clusters Score -2.185707e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -21857074.000000 Penalty: 5939.695801
	Iteration 33Q: 3 clusters Score -2.185707e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154819 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -21857106.000000 Penalty: 5939.695801
	Iteration 34Q: 3 clusters Score -2.185711e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154892 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -21857154.000000 Penalty: 5939.695801
	Iteration 35Q: 3 clusters Score -2.185715e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -21857198.000000 Penalty: 5939.695801
	Iteration 36Q: 3 clusters Score -2.18572e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -21857214.000000 Penalty: 5939.695801
	Iteration 37Q: 3 clusters Score -2.185721e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155069 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -21857250.000000 Penalty: 5939.695801
	Iteration 38Q: 3 clusters Score -2.185725e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -21857250.000000 Penalty: 5939.695801
	Iteration 39Q: 3 clusters Score -2.185725e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -21857264.000000 Penalty: 5939.695801
	Iteration 40F: 3 clusters Score -2.185726e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -21857304.000000 Penalty: 5939.695801
	Iteration 41Q: 3 clusters Score -2.18573e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -21857316.000000 Penalty: 5939.695801
	Iteration 42Q: 3 clusters Score -2.185732e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -21857326.000000 Penalty: 5939.695801
	Iteration 43Q: 3 clusters Score -2.185733e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155310 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -21857340.000000 Penalty: 5939.695801
	Iteration 44Q: 3 clusters Score -2.185734e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -21857364.000000 Penalty: 5939.695801
	Iteration 45Q: 3 clusters Score -2.185736e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155362 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -21857358.000000 Penalty: 5939.695801
	Iteration 46Q: 3 clusters Score -2.185736e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155383 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -21857340.000000 Penalty: 5939.695801
	Iteration 47Q: 3 clusters Score -2.185734e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -21857336.000000 Penalty: 5939.695801
	Iteration 48Q: 3 clusters Score -2.185734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155416 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -21857334.000000 Penalty: 5939.695801
	Iteration 49Q: 3 clusters Score -2.185733e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155427 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -21857382.000000 Penalty: 5939.695801
	Iteration 50Q: 3 clusters Score -2.185738e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -21857342.000000 Penalty: 5939.695801
	Iteration 51Q: 3 clusters Score -2.185734e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155464 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -21857352.000000 Penalty: 5939.695801
	Iteration 52Q: 3 clusters Score -2.185735e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155479 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -21857372.000000 Penalty: 5939.695801
	Iteration 53Q: 3 clusters Score -2.185737e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155497 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -21857388.000000 Penalty: 5939.695801
	Iteration 54Q: 3 clusters Score -2.185739e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -21857400.000000 Penalty: 5939.695801
	Iteration 55Q: 3 clusters Score -2.18574e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155545 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -21857390.000000 Penalty: 5939.695801
	Iteration 56Q: 3 clusters Score -2.185739e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155557 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -21857390.000000 Penalty: 5939.695801
	Iteration 57Q: 3 clusters Score -2.185739e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155562 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -21857398.000000 Penalty: 5939.695801
	Iteration 58Q: 3 clusters Score -2.18574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155570 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -21857406.000000 Penalty: 5939.695801
	Iteration 59Q: 3 clusters Score -2.185741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155575 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -21857404.000000 Penalty: 5939.695801
	Iteration 60F: 3 clusters Score -2.18574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155578 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -21857386.000000 Penalty: 5939.695801
	Iteration 61Q: 3 clusters Score -2.185739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155582 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -21857384.000000 Penalty: 5939.695801
	Iteration 62Q: 3 clusters Score -2.185738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155585 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -21857384.000000 Penalty: 5939.695801
	Iteration 63Q: 3 clusters Score -2.185738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155590 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -21857392.000000 Penalty: 5939.695801
	Iteration 64Q: 3 clusters Score -2.185739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155594 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -21857386.000000 Penalty: 5939.695801
	Iteration 65Q: 3 clusters Score -2.185739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155594 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -21857400.000000 Penalty: 5939.695801
	Iteration 66Q: 3 clusters Score -2.18574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -21857406.000000 Penalty: 5939.695801
	Iteration 67Q: 3 clusters Score -2.185741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155596 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -21857408.000000 Penalty: 5939.695801
	Iteration 68Q: 3 clusters Score -2.185741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -21857422.000000 Penalty: 5939.695801
	Iteration 69Q: 3 clusters Score -2.185742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155603 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -21857416.000000 Penalty: 5939.695801
	Iteration 70Q: 3 clusters Score -2.185742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155604 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -21857420.000000 Penalty: 5939.695801
	Iteration 71Q: 3 clusters Score -2.185742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155605 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -21857424.000000 Penalty: 5939.695801
	Iteration 72Q: 3 clusters Score -2.185742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155607 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -21857412.000000 Penalty: 5939.695801
	Iteration 73Q: 3 clusters Score -2.185741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155607 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -21857412.000000 Penalty: 5939.695801
	Iteration 74F: 3 clusters Score -2.185741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -569127.250000 Penalty: 2074.917480
	Iteration 0F: 2 clusters Score -569127.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -564992.500000 Penalty: 4149.834961
	Iteration 0F: 3 clusters Score -564992.5 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -565876.937500 Penalty: 4149.834961
	Iteration 1F: 3 clusters Score -565876.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -566088.312500 Penalty: 4149.834961
	Iteration 2F: 3 clusters Score -566088.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -566252.125000 Penalty: 4149.834961
	Iteration 3F: 3 clusters Score -566252.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -566416.375000 Penalty: 4149.834961
	Iteration 4Q: 3 clusters Score -566416.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -566567.562500 Penalty: 4149.834961
	Iteration 5Q: 3 clusters Score -566567.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -566723.812500 Penalty: 4149.834961
	Iteration 6Q: 3 clusters Score -566723.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -566892.312500 Penalty: 4149.834961
	Iteration 7Q: 3 clusters Score -566892.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -567061.937500 Penalty: 4149.834961
	Iteration 8Q: 3 clusters Score -567061.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -567218.562500 Penalty: 4149.834961
	Iteration 9Q: 3 clusters Score -567218.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -567360.250000 Penalty: 4149.834961
	Iteration 10Q: 3 clusters Score -567360.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -567464.000000 Penalty: 4149.834961
	Iteration 11Q: 3 clusters Score -567464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -567546.375000 Penalty: 4149.834961
	Iteration 12Q: 3 clusters Score -567546.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -567630.687500 Penalty: 4149.834961
	Iteration 13Q: 3 clusters Score -567630.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -567691.062500 Penalty: 4149.834961
	Iteration 14Q: 3 clusters Score -567691.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -567735.437500 Penalty: 4149.834961
	Iteration 15Q: 3 clusters Score -567735.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -567761.125000 Penalty: 4149.834961
	Iteration 16Q: 3 clusters Score -567761.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -567783.000000 Penalty: 4149.834961
	Iteration 17Q: 3 clusters Score -567783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -567799.750000 Penalty: 4149.834961
	Iteration 18Q: 3 clusters Score -567799.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -567810.937500 Penalty: 4149.834961
	Iteration 19Q: 3 clusters Score -567810.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -567819.250000 Penalty: 4149.834961
	Iteration 20F: 3 clusters Score -567819.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -567826.312500 Penalty: 4149.834961
	Iteration 21Q: 3 clusters Score -567826.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -567830.062500 Penalty: 4149.834961
	Iteration 22Q: 3 clusters Score -567830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -567834.000000 Penalty: 4149.834961
	Iteration 23Q: 3 clusters Score -567834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -567834.750000 Penalty: 4149.834961
	Iteration 24Q: 3 clusters Score -567834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -567834.750000 Penalty: 4149.834961
	Iteration 25F: 3 clusters Score -567834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Entering Unmasked Estep 
Score: -5192682.000000 Penalty: 2610.081055
	Iteration 0F: 2 clusters Score -5192682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -5167382.000000 Penalty: 5220.162109
	Iteration 0F: 3 clusters Score -5167382 nChanged 16992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -5176590.000000 Penalty: 5220.162109
	Iteration 1F: 3 clusters Score -5176590 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -5177029.000000 Penalty: 5220.162109
	Iteration 2Q: 3 clusters Score -5177029 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -5177334.500000 Penalty: 5220.162109
	Iteration 3Q: 3 clusters Score -5177334 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -5177680.500000 Penalty: 5220.162109
	Iteration 4Q: 3 clusters Score -5177680 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -5178028.500000 Penalty: 5220.162109
	Iteration 5Q: 3 clusters Score -5178028 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -5178447.500000 Penalty: 5220.162109
	Iteration 6Q: 3 clusters Score -5178448 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -5179047.000000 Penalty: 5220.162109
	Iteration 7Q: 3 clusters Score -5179047 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -5179905.000000 Penalty: 5220.162109
	Iteration 8Q: 3 clusters Score -5179905 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -5181172.000000 Penalty: 5220.162109
	Iteration 9F: 3 clusters Score -5181172 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5182910.500000 Penalty: 5220.162109
	Iteration 10F: 3 clusters Score -5182910 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -5185058.500000 Penalty: 5220.162109
	Iteration 11F: 3 clusters Score -5185058 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -5186793.500000 Penalty: 5220.162109
	Iteration 12F: 3 clusters Score -5186794 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -5187678.000000 Penalty: 5220.162109
	Iteration 13Q: 3 clusters Score -5187678 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -5188125.500000 Penalty: 5220.162109
	Iteration 14Q: 3 clusters Score -5188126 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -5188418.500000 Penalty: 5220.162109
	Iteration 15Q: 3 clusters Score -5188418 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -5188630.000000 Penalty: 5220.162109
	Iteration 16Q: 3 clusters Score -5188630 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5188804.000000 Penalty: 5220.162109
	Iteration 17Q: 3 clusters Score -5188804 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5188948.500000 Penalty: 5220.162109
	Iteration 18Q: 3 clusters Score -5188948 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -5189098.500000 Penalty: 5220.162109
	Iteration 19Q: 3 clusters Score -5189098 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -5189214.000000 Penalty: 5220.162109
	Iteration 20F: 3 clusters Score -5189214 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -5189329.000000 Penalty: 5220.162109
	Iteration 21Q: 3 clusters Score -5189329 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -5189444.000000 Penalty: 5220.162109
	Iteration 22Q: 3 clusters Score -5189444 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -5189540.000000 Penalty: 5220.162109
	Iteration 23Q: 3 clusters Score -5189540 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -5189640.500000 Penalty: 5220.162109
	Iteration 24Q: 3 clusters Score -5189640 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -5189698.500000 Penalty: 5220.162109
	Iteration 25Q: 3 clusters Score -5189698 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -5189785.000000 Penalty: 5220.162109
	Iteration 26Q: 3 clusters Score -5189785 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -5189859.500000 Penalty: 5220.162109
	Iteration 27Q: 3 clusters Score -5189860 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -5189917.500000 Penalty: 5220.162109
	Iteration 28Q: 3 clusters Score -5189918 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -5189995.000000 Penalty: 5220.162109
	Iteration 29Q: 3 clusters Score -5189995 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -5190040.500000 Penalty: 5220.162109
	Iteration 30Q: 3 clusters Score -5190040 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -5190097.500000 Penalty: 5220.162109
	Iteration 31Q: 3 clusters Score -5190098 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -5190154.000000 Penalty: 5220.162109
	Iteration 32Q: 3 clusters Score -5190154 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -5190200.000000 Penalty: 5220.162109
	Iteration 33Q: 3 clusters Score -5190200 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -5190234.500000 Penalty: 5220.162109
	Iteration 34Q: 3 clusters Score -5190234 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -5190267.000000 Penalty: 5220.162109
	Iteration 35Q: 3 clusters Score -5190267 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -5190293.500000 Penalty: 5220.162109
	Iteration 36Q: 3 clusters Score -5190294 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -5190314.500000 Penalty: 5220.162109
	Iteration 37Q: 3 clusters Score -5190314 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -5190337.500000 Penalty: 5220.162109
	Iteration 38Q: 3 clusters Score -5190338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -5190375.500000 Penalty: 5220.162109
	Iteration 39Q: 3 clusters Score -5190376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -5190404.000000 Penalty: 5220.162109
	Iteration 40F: 3 clusters Score -5190404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -5190427.500000 Penalty: 5220.162109
	Iteration 41Q: 3 clusters Score -5190428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -5190439.000000 Penalty: 5220.162109
	Iteration 42Q: 3 clusters Score -5190439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -5190444.000000 Penalty: 5220.162109
	Iteration 43Q: 3 clusters Score -5190444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -5190448.500000 Penalty: 5220.162109
	Iteration 44Q: 3 clusters Score -5190448 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -5190450.000000 Penalty: 5220.162109
	Iteration 45Q: 3 clusters Score -5190450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -5190464.500000 Penalty: 5220.162109
	Iteration 46Q: 3 clusters Score -5190464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -5190473.000000 Penalty: 5220.162109
	Iteration 47Q: 3 clusters Score -5190473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -5190490.500000 Penalty: 5220.162109
	Iteration 48Q: 3 clusters Score -5190490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -5190521.500000 Penalty: 5220.162109
	Iteration 49Q: 3 clusters Score -5190522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -5190511.500000 Penalty: 5220.162109
	Iteration 50Q: 3 clusters Score -5190512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -5190507.500000 Penalty: 5220.162109
	Iteration 51Q: 3 clusters Score -5190508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -5190526.500000 Penalty: 5220.162109
	Iteration 52Q: 3 clusters Score -5190526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -5190551.000000 Penalty: 5220.162109
	Iteration 53Q: 3 clusters Score -5190551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -5190555.500000 Penalty: 5220.162109
	Iteration 54Q: 3 clusters Score -5190556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -5190558.500000 Penalty: 5220.162109
	Iteration 55Q: 3 clusters Score -5190558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -5190567.000000 Penalty: 5220.162109
	Iteration 56Q: 3 clusters Score -5190567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -5190561.000000 Penalty: 5220.162109
	Iteration 57Q: 3 clusters Score -5190561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -5190574.000000 Penalty: 5220.162109
	Iteration 58Q: 3 clusters Score -5190574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -5190573.500000 Penalty: 5220.162109
	Iteration 59Q: 3 clusters Score -5190574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -5190582.500000 Penalty: 5220.162109
	Iteration 60F: 3 clusters Score -5190582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -5190583.000000 Penalty: 5220.162109
	Iteration 61Q: 3 clusters Score -5190583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -5190587.500000 Penalty: 5220.162109
	Iteration 62Q: 3 clusters Score -5190588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -5190591.500000 Penalty: 5220.162109
	Iteration 63Q: 3 clusters Score -5190592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -5190588.500000 Penalty: 5220.162109
	Iteration 64Q: 3 clusters Score -5190588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -5190585.500000 Penalty: 5220.162109
	Iteration 65Q: 3 clusters Score -5190586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -5190582.500000 Penalty: 5220.162109
	Iteration 66Q: 3 clusters Score -5190582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -5190589.000000 Penalty: 5220.162109
	Iteration 67Q: 3 clusters Score -5190589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -5190592.500000 Penalty: 5220.162109
	Iteration 68Q: 3 clusters Score -5190592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -5190592.000000 Penalty: 5220.162109
	Iteration 69Q: 3 clusters Score -5190592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -5190598.500000 Penalty: 5220.162109
	Iteration 70Q: 3 clusters Score -5190598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -5190599.500000 Penalty: 5220.162109
	Iteration 71Q: 3 clusters Score -5190600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -5190597.000000 Penalty: 5220.162109
	Iteration 72Q: 3 clusters Score -5190597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -5190598.500000 Penalty: 5220.162109
	Iteration 73Q: 3 clusters Score -5190598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -5190593.500000 Penalty: 5220.162109
	Iteration 74Q: 3 clusters Score -5190594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -5190606.500000 Penalty: 5220.162109
	Iteration 75Q: 3 clusters Score -5190606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -5190619.000000 Penalty: 5220.162109
	Iteration 76Q: 3 clusters Score -5190619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -5190620.000000 Penalty: 5220.162109
	Iteration 77Q: 3 clusters Score -5190620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -5190624.500000 Penalty: 5220.162109
	Iteration 78Q: 3 clusters Score -5190624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -5190627.500000 Penalty: 5220.162109
	Iteration 79Q: 3 clusters Score -5190628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -5190627.000000 Penalty: 5220.162109
	Iteration 80F: 3 clusters Score -5190627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -5190631.500000 Penalty: 5220.162109
	Iteration 81Q: 3 clusters Score -5190632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -5190627.500000 Penalty: 5220.162109
	Iteration 82Q: 3 clusters Score -5190628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -5190628.500000 Penalty: 5220.162109
	Iteration 83Q: 3 clusters Score -5190628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -5190630.000000 Penalty: 5220.162109
	Iteration 84Q: 3 clusters Score -5190630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -5190633.500000 Penalty: 5220.162109
	Iteration 85Q: 3 clusters Score -5190634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -5190636.000000 Penalty: 5220.162109
	Iteration 86Q: 3 clusters Score -5190636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -5190638.500000 Penalty: 5220.162109
	Iteration 87Q: 3 clusters Score -5190638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -5190638.500000 Penalty: 5220.162109
	Iteration 88F: 3 clusters Score -5190638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -34220.378906 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -34220.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33032.984375 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -33032.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33251.335938 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -33251.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33381.914062 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -33381.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33499.179688 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -33499.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33664.746094 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -33664.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33814.644531 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -33814.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33870.804688 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -33870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33970.695312 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -33970.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34021.058594 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -34021.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34038.808594 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -34038.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34045.789062 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -34045.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34054.460938 Penalty: 2842.129395
	Iteration 11Q: 3 clusters Score -34054.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34059.558594 Penalty: 2842.129395
	Iteration 12Q: 3 clusters Score -34059.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34059.558594 Penalty: 2842.129395
	Iteration 13F: 3 clusters Score -34059.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (103512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103512 members 
Entering Unmasked Estep 
Score: -14360387.000000 Penalty: 2863.765625
	Iteration 0F: 2 clusters Score -1.436039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -14291394.000000 Penalty: 5727.531250
	Iteration 0F: 3 clusters Score -1.429139e+07 nChanged 48965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -14319308.000000 Penalty: 5727.531250
	Iteration 1F: 3 clusters Score -1.431931e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -14320184.000000 Penalty: 5727.531250
	Iteration 2Q: 3 clusters Score -1.432018e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -14321085.000000 Penalty: 5727.531250
	Iteration 3Q: 3 clusters Score -1.432108e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -14322453.000000 Penalty: 5727.531250
	Iteration 4Q: 3 clusters Score -1.432245e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -14324465.000000 Penalty: 5727.531250
	Iteration 5Q: 3 clusters Score -1.432446e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -14327795.000000 Penalty: 5727.531250
	Iteration 6F: 3 clusters Score -1.43278e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -14332953.000000 Penalty: 5727.531250
	Iteration 7F: 3 clusters Score -1.433295e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -14339386.000000 Penalty: 5727.531250
	Iteration 8F: 3 clusters Score -1.433939e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -14345156.000000 Penalty: 5727.531250
	Iteration 9F: 3 clusters Score -1.434516e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86825 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -14349171.000000 Penalty: 5727.531250
	Iteration 10Q: 3 clusters Score -1.434917e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -14351533.000000 Penalty: 5727.531250
	Iteration 11Q: 3 clusters Score -1.435153e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -14352902.000000 Penalty: 5727.531250
	Iteration 12Q: 3 clusters Score -1.43529e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93094 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -14353857.000000 Penalty: 5727.531250
	Iteration 13Q: 3 clusters Score -1.435386e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94529 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -14354683.000000 Penalty: 5727.531250
	Iteration 14Q: 3 clusters Score -1.435468e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -14355295.000000 Penalty: 5727.531250
	Iteration 15Q: 3 clusters Score -1.43553e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -14355852.000000 Penalty: 5727.531250
	Iteration 16Q: 3 clusters Score -1.435585e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97660 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -14356257.000000 Penalty: 5727.531250
	Iteration 17Q: 3 clusters Score -1.435626e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98431 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -14356666.000000 Penalty: 5727.531250
	Iteration 18Q: 3 clusters Score -1.435667e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -14356958.000000 Penalty: 5727.531250
	Iteration 19Q: 3 clusters Score -1.435696e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -14357179.000000 Penalty: 5727.531250
	Iteration 20F: 3 clusters Score -1.435718e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100001 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -14357339.000000 Penalty: 5727.531250
	Iteration 21Q: 3 clusters Score -1.435734e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -14357490.000000 Penalty: 5727.531250
	Iteration 22Q: 3 clusters Score -1.435749e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -14357631.000000 Penalty: 5727.531250
	Iteration 23Q: 3 clusters Score -1.435763e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100904 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -14357755.000000 Penalty: 5727.531250
	Iteration 24Q: 3 clusters Score -1.435776e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -14357849.000000 Penalty: 5727.531250
	Iteration 25Q: 3 clusters Score -1.435785e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -14357899.000000 Penalty: 5727.531250
	Iteration 26Q: 3 clusters Score -1.43579e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101475 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -14357969.000000 Penalty: 5727.531250
	Iteration 27Q: 3 clusters Score -1.435797e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101591 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -14358014.000000 Penalty: 5727.531250
	Iteration 28Q: 3 clusters Score -1.435801e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -14358058.000000 Penalty: 5727.531250
	Iteration 29Q: 3 clusters Score -1.435806e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101775 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -14358081.000000 Penalty: 5727.531250
	Iteration 30Q: 3 clusters Score -1.435808e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101849 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -14358099.000000 Penalty: 5727.531250
	Iteration 31Q: 3 clusters Score -1.43581e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -14358142.000000 Penalty: 5727.531250
	Iteration 32Q: 3 clusters Score -1.435814e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -14358166.000000 Penalty: 5727.531250
	Iteration 33Q: 3 clusters Score -1.435817e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -14358183.000000 Penalty: 5727.531250
	Iteration 34Q: 3 clusters Score -1.435818e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102067 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -14358214.000000 Penalty: 5727.531250
	Iteration 35Q: 3 clusters Score -1.435821e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102098 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -14358224.000000 Penalty: 5727.531250
	Iteration 36Q: 3 clusters Score -1.435822e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -14358244.000000 Penalty: 5727.531250
	Iteration 37Q: 3 clusters Score -1.435824e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102153 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -14358246.000000 Penalty: 5727.531250
	Iteration 38Q: 3 clusters Score -1.435825e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102185 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14358268.000000 Penalty: 5727.531250
	Iteration 39Q: 3 clusters Score -1.435827e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102217 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -14358273.000000 Penalty: 5727.531250
	Iteration 40F: 3 clusters Score -1.435827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -14358268.000000 Penalty: 5727.531250
	Iteration 41Q: 3 clusters Score -1.435827e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -14358276.000000 Penalty: 5727.531250
	Iteration 42Q: 3 clusters Score -1.435828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102285 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -14358286.000000 Penalty: 5727.531250
	Iteration 43Q: 3 clusters Score -1.435829e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102309 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -14358302.000000 Penalty: 5727.531250
	Iteration 44Q: 3 clusters Score -1.43583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -14358314.000000 Penalty: 5727.531250
	Iteration 45Q: 3 clusters Score -1.435831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -14358310.000000 Penalty: 5727.531250
	Iteration 46Q: 3 clusters Score -1.435831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102358 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -14358336.000000 Penalty: 5727.531250
	Iteration 47Q: 3 clusters Score -1.435834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -14358334.000000 Penalty: 5727.531250
	Iteration 48Q: 3 clusters Score -1.435833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102372 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -14358333.000000 Penalty: 5727.531250
	Iteration 49Q: 3 clusters Score -1.435833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102377 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14358321.000000 Penalty: 5727.531250
	Iteration 50Q: 3 clusters Score -1.435832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14358334.000000 Penalty: 5727.531250
	Iteration 51Q: 3 clusters Score -1.435833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102383 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -14358336.000000 Penalty: 5727.531250
	Iteration 52Q: 3 clusters Score -1.435834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102385 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -14358333.000000 Penalty: 5727.531250
	Iteration 53Q: 3 clusters Score -1.435833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102386 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -14358337.000000 Penalty: 5727.531250
	Iteration 54Q: 3 clusters Score -1.435834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102389 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -14358330.000000 Penalty: 5727.531250
	Iteration 55Q: 3 clusters Score -1.435833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102389 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -14358334.000000 Penalty: 5727.531250
	Iteration 56Q: 3 clusters Score -1.435833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102389 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -14358334.000000 Penalty: 5727.531250
	Iteration 57F: 3 clusters Score -1.435833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Entering Unmasked Estep 
Score: -6205998.500000 Penalty: 2654.938965
	Iteration 0F: 2 clusters Score -6205998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -6175873.500000 Penalty: 5309.877930
	Iteration 0F: 3 clusters Score -6175874 nChanged 20351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -6187010.000000 Penalty: 5309.877930
	Iteration 1F: 3 clusters Score -6187010 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -6187545.000000 Penalty: 5309.877930
	Iteration 2Q: 3 clusters Score -6187545 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -6188033.500000 Penalty: 5309.877930
	Iteration 3Q: 3 clusters Score -6188034 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -6188591.000000 Penalty: 5309.877930
	Iteration 4Q: 3 clusters Score -6188591 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -6189174.500000 Penalty: 5309.877930
	Iteration 5Q: 3 clusters Score -6189174 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -6189888.500000 Penalty: 5309.877930
	Iteration 6Q: 3 clusters Score -6189888 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -6190916.500000 Penalty: 5309.877930
	Iteration 7Q: 3 clusters Score -6190916 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -6192129.500000 Penalty: 5309.877930
	Iteration 8F: 3 clusters Score -6192130 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -6193775.000000 Penalty: 5309.877930
	Iteration 9F: 3 clusters Score -6193775 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -6195682.500000 Penalty: 5309.877930
	Iteration 10F: 3 clusters Score -6195682 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -6197543.000000 Penalty: 5309.877930
	Iteration 11F: 3 clusters Score -6197543 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -6198844.000000 Penalty: 5309.877930
	Iteration 12Q: 3 clusters Score -6198844 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -6199438.500000 Penalty: 5309.877930
	Iteration 13Q: 3 clusters Score -6199438 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -6199763.500000 Penalty: 5309.877930
	Iteration 14Q: 3 clusters Score -6199764 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -6200018.500000 Penalty: 5309.877930
	Iteration 15Q: 3 clusters Score -6200018 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -6200199.000000 Penalty: 5309.877930
	Iteration 16Q: 3 clusters Score -6200199 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -6200396.500000 Penalty: 5309.877930
	Iteration 17Q: 3 clusters Score -6200396 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -6200554.000000 Penalty: 5309.877930
	Iteration 18Q: 3 clusters Score -6200554 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -6200718.500000 Penalty: 5309.877930
	Iteration 19Q: 3 clusters Score -6200718 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -6200826.500000 Penalty: 5309.877930
	Iteration 20F: 3 clusters Score -6200826 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -6200986.500000 Penalty: 5309.877930
	Iteration 21Q: 3 clusters Score -6200986 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -6201108.000000 Penalty: 5309.877930
	Iteration 22Q: 3 clusters Score -6201108 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -6201233.000000 Penalty: 5309.877930
	Iteration 23Q: 3 clusters Score -6201233 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -6201347.500000 Penalty: 5309.877930
	Iteration 24Q: 3 clusters Score -6201348 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -6201476.500000 Penalty: 5309.877930
	Iteration 25Q: 3 clusters Score -6201476 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -6201553.000000 Penalty: 5309.877930
	Iteration 26Q: 3 clusters Score -6201553 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -6201684.000000 Penalty: 5309.877930
	Iteration 27Q: 3 clusters Score -6201684 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -6201812.500000 Penalty: 5309.877930
	Iteration 28Q: 3 clusters Score -6201812 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -6201955.500000 Penalty: 5309.877930
	Iteration 29Q: 3 clusters Score -6201956 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -6202108.000000 Penalty: 5309.877930
	Iteration 30Q: 3 clusters Score -6202108 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -6202269.000000 Penalty: 5309.877930
	Iteration 31Q: 3 clusters Score -6202269 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -6202421.500000 Penalty: 5309.877930
	Iteration 32Q: 3 clusters Score -6202422 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -6202550.500000 Penalty: 5309.877930
	Iteration 33Q: 3 clusters Score -6202550 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -6202714.500000 Penalty: 5309.877930
	Iteration 34Q: 3 clusters Score -6202714 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -6202849.500000 Penalty: 5309.877930
	Iteration 35Q: 3 clusters Score -6202850 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -6202983.500000 Penalty: 5309.877930
	Iteration 36Q: 3 clusters Score -6202984 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -6203115.500000 Penalty: 5309.877930
	Iteration 37Q: 3 clusters Score -6203116 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -6203271.000000 Penalty: 5309.877930
	Iteration 38Q: 3 clusters Score -6203271 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -6203376.500000 Penalty: 5309.877930
	Iteration 39Q: 3 clusters Score -6203376 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -6203468.500000 Penalty: 5309.877930
	Iteration 40F: 3 clusters Score -6203468 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -6203542.500000 Penalty: 5309.877930
	Iteration 41Q: 3 clusters Score -6203542 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -6203618.000000 Penalty: 5309.877930
	Iteration 42Q: 3 clusters Score -6203618 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -6203704.500000 Penalty: 5309.877930
	Iteration 43Q: 3 clusters Score -6203704 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -6203766.000000 Penalty: 5309.877930
	Iteration 44Q: 3 clusters Score -6203766 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -6203792.000000 Penalty: 5309.877930
	Iteration 45Q: 3 clusters Score -6203792 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -6203821.000000 Penalty: 5309.877930
	Iteration 46Q: 3 clusters Score -6203821 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -6203837.000000 Penalty: 5309.877930
	Iteration 47Q: 3 clusters Score -6203837 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -6203878.500000 Penalty: 5309.877930
	Iteration 48Q: 3 clusters Score -6203878 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -6203900.500000 Penalty: 5309.877930
	Iteration 49Q: 3 clusters Score -6203900 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -6203923.500000 Penalty: 5309.877930
	Iteration 50Q: 3 clusters Score -6203924 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -6203951.000000 Penalty: 5309.877930
	Iteration 51Q: 3 clusters Score -6203951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -6203992.000000 Penalty: 5309.877930
	Iteration 52Q: 3 clusters Score -6203992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -6204020.000000 Penalty: 5309.877930
	Iteration 53Q: 3 clusters Score -6204020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -6204041.500000 Penalty: 5309.877930
	Iteration 54Q: 3 clusters Score -6204042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -6204071.500000 Penalty: 5309.877930
	Iteration 55Q: 3 clusters Score -6204072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -6204107.000000 Penalty: 5309.877930
	Iteration 56Q: 3 clusters Score -6204107 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -6204146.500000 Penalty: 5309.877930
	Iteration 57Q: 3 clusters Score -6204146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -6204181.500000 Penalty: 5309.877930
	Iteration 58Q: 3 clusters Score -6204182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -6204213.000000 Penalty: 5309.877930
	Iteration 59Q: 3 clusters Score -6204213 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -6204253.500000 Penalty: 5309.877930
	Iteration 60F: 3 clusters Score -6204254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -6204276.000000 Penalty: 5309.877930
	Iteration 61Q: 3 clusters Score -6204276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -6204296.000000 Penalty: 5309.877930
	Iteration 62Q: 3 clusters Score -6204296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -6204317.000000 Penalty: 5309.877930
	Iteration 63Q: 3 clusters Score -6204317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -6204338.500000 Penalty: 5309.877930
	Iteration 64Q: 3 clusters Score -6204338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -6204355.000000 Penalty: 5309.877930
	Iteration 65Q: 3 clusters Score -6204355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -6204369.000000 Penalty: 5309.877930
	Iteration 66Q: 3 clusters Score -6204369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -6204383.000000 Penalty: 5309.877930
	Iteration 67Q: 3 clusters Score -6204383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -6204384.000000 Penalty: 5309.877930
	Iteration 68Q: 3 clusters Score -6204384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -6204398.000000 Penalty: 5309.877930
	Iteration 69Q: 3 clusters Score -6204398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -6204406.500000 Penalty: 5309.877930
	Iteration 70Q: 3 clusters Score -6204406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -6204422.000000 Penalty: 5309.877930
	Iteration 71Q: 3 clusters Score -6204422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -6204438.000000 Penalty: 5309.877930
	Iteration 72Q: 3 clusters Score -6204438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -6204442.500000 Penalty: 5309.877930
	Iteration 73Q: 3 clusters Score -6204442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -6204451.500000 Penalty: 5309.877930
	Iteration 74Q: 3 clusters Score -6204452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -6204456.000000 Penalty: 5309.877930
	Iteration 75Q: 3 clusters Score -6204456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -6204468.000000 Penalty: 5309.877930
	Iteration 76Q: 3 clusters Score -6204468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -6204471.000000 Penalty: 5309.877930
	Iteration 77Q: 3 clusters Score -6204471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -6204473.000000 Penalty: 5309.877930
	Iteration 78Q: 3 clusters Score -6204473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -6204473.000000 Penalty: 5309.877930
	Iteration 79F: 3 clusters Score -6204473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -101722.609375 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -101722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99939.609375 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -99939.61 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100431.976562 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -100432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100891.039062 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -100891 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101616.359375 Penalty: 3356.031006
	Iteration 3F: 3 clusters Score -101616.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102424.367188 Penalty: 3356.031006
	Iteration 4F: 3 clusters Score -102424.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -102657.140625 Penalty: 3356.031006
	Iteration 5Q: 3 clusters Score -102657.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102808.835938 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -102808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102844.984375 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -102845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102872.218750 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -102872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102885.109375 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -102885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102902.476562 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -102902.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102908.281250 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -102908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102910.601562 Penalty: 3356.031006
	Iteration 12Q: 3 clusters Score -102910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102910.601562 Penalty: 3356.031006
	Iteration 13F: 3 clusters Score -102910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152483 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90310 members 
Mstep: Class 4 contains 158767 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37217 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103512 members 
Mstep: Class 9 contains 44596 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149383 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 174358 members 
Entering Unmasked Estep 
Score: -137454240.000000 Penalty: 75454.375000
Splitting cluster 10 changes total score from -137454704.000000 to -137454240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -138040.578125 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -138040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -136080.875000 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -136080.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136441.625000 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -136441.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -136692.109375 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -136692.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -136908.468750 Penalty: 3473.520508
	Iteration 3F: 3 clusters Score -136908.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -137081.468750 Penalty: 3473.520508
	Iteration 4F: 3 clusters Score -137081.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137204.515625 Penalty: 3473.520508
	Iteration 5F: 3 clusters Score -137204.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -137315.093750 Penalty: 3473.520508
	Iteration 6Q: 3 clusters Score -137315.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137441.421875 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -137441.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137569.718750 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -137569.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -137690.250000 Penalty: 3473.520508
	Iteration 9Q: 3 clusters Score -137690.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137738.234375 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -137738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137748.359375 Penalty: 3473.520508
	Iteration 11Q: 3 clusters Score -137748.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137757.218750 Penalty: 3473.520508
	Iteration 12Q: 3 clusters Score -137757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137760.531250 Penalty: 3473.520508
	Iteration 13Q: 3 clusters Score -137760.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137761.562500 Penalty: 3473.520508
	Iteration 14Q: 3 clusters Score -137761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137762.953125 Penalty: 3473.520508
	Iteration 15Q: 3 clusters Score -137763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137763.890625 Penalty: 3473.520508
	Iteration 16Q: 3 clusters Score -137763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137763.890625 Penalty: 3473.520508
	Iteration 17F: 3 clusters Score -137763.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -160206.812500 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -160206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -158187.453125 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -158187.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158527.390625 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -158527.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -158637.421875 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -158637.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158688.750000 Penalty: 3514.191895
	Iteration 3Q: 3 clusters Score -158688.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -158722.875000 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -158722.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158744.203125 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -158744.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158764.093750 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -158764.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -158781.312500 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -158781.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -158796.968750 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -158797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158805.156250 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -158805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158813.578125 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -158813.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -158820.406250 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -158820.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158823.125000 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -158823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158825.390625 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -158825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158826.734375 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -158826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -158830.531250 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -158830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158835.796875 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -158835.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -158840.531250 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -158840.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -158843.781250 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -158843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158849.015625 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -158849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -158850.968750 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -158851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -158853.000000 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -158853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158856.046875 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -158856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -158858.343750 Penalty: 3514.191895
	Iteration 23Q: 3 clusters Score -158858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158859.296875 Penalty: 3514.191895
	Iteration 24Q: 3 clusters Score -158859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -158860.656250 Penalty: 3514.191895
	Iteration 25Q: 3 clusters Score -158860.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -158862.328125 Penalty: 3514.191895
	Iteration 26Q: 3 clusters Score -158862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -158864.343750 Penalty: 3514.191895
	Iteration 27Q: 3 clusters Score -158864.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158865.828125 Penalty: 3514.191895
	Iteration 28Q: 3 clusters Score -158865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158865.828125 Penalty: 3514.191895
	Iteration 29F: 3 clusters Score -158865.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -121744.781250 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -121744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -119821.117188 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -119821.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120388.468750 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -120388.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -120630.632812 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -120630.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -120907.468750 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -120907.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -121240.039062 Penalty: 3438.010010
	Iteration 4F: 3 clusters Score -121240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -121527.015625 Penalty: 3438.010010
	Iteration 5F: 3 clusters Score -121527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -122029.625000 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -122029.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122491.335938 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -122491.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -122578.953125 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -122579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -122668.726562 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -122668.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -122810.171875 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -122810.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -122962.007812 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -122962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -123009.273438 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -123009.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123023.460938 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -123023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123029.812500 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -123029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -123043.390625 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -123043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -123049.960938 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -123050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -123052.710938 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -123052.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -123054.484375 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -123054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -123056.703125 Penalty: 3438.010010
	Iteration 19F: 3 clusters Score -123056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -123058.625000 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -123058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123060.460938 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -123060.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -123061.828125 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -123061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -123061.828125 Penalty: 3438.010010
	Iteration 23F: 3 clusters Score -123061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152483 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90310 members 
Mstep: Class 4 contains 158767 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37217 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103512 members 
Mstep: Class 9 contains 44596 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149383 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 174358 members 
Entering Unmasked Estep 
Score: -137454240.000000 Penalty: 75454.375000
Splitting cluster 13 changes total score from -137454704.000000 to -137454240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Entering Unmasked Estep 
Score: -458997.656250 Penalty: 2017.202393
	Iteration 0F: 2 clusters Score -458997.7 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 1719 members 
Entering Unmasked Estep 
Score: -455431.968750 Penalty: 4034.404785
	Iteration 0F: 3 clusters Score -455432 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -456162.218750 Penalty: 4034.404785
	Iteration 1F: 3 clusters Score -456162.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -456333.437500 Penalty: 4034.404785
	Iteration 2F: 3 clusters Score -456333.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -456424.500000 Penalty: 4034.404785
	Iteration 3Q: 3 clusters Score -456424.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -456489.062500 Penalty: 4034.404785
	Iteration 4Q: 3 clusters Score -456489.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -456549.687500 Penalty: 4034.404785
	Iteration 5Q: 3 clusters Score -456549.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -456598.281250 Penalty: 4034.404785
	Iteration 6Q: 3 clusters Score -456598.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -456635.062500 Penalty: 4034.404785
	Iteration 7Q: 3 clusters Score -456635.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -456656.062500 Penalty: 4034.404785
	Iteration 8Q: 3 clusters Score -456656.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -456668.375000 Penalty: 4034.404785
	Iteration 9Q: 3 clusters Score -456668.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -456677.187500 Penalty: 4034.404785
	Iteration 10Q: 3 clusters Score -456677.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -456684.968750 Penalty: 4034.404785
	Iteration 11Q: 3 clusters Score -456685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -456692.937500 Penalty: 4034.404785
	Iteration 12Q: 3 clusters Score -456692.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -456701.093750 Penalty: 4034.404785
	Iteration 13Q: 3 clusters Score -456701.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -456707.187500 Penalty: 4034.404785
	Iteration 14Q: 3 clusters Score -456707.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -456709.843750 Penalty: 4034.404785
	Iteration 15Q: 3 clusters Score -456709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -456711.343750 Penalty: 4034.404785
	Iteration 16Q: 3 clusters Score -456711.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -456718.531250 Penalty: 4034.404785
	Iteration 17Q: 3 clusters Score -456718.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -456723.437500 Penalty: 4034.404785
	Iteration 18Q: 3 clusters Score -456723.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -456728.218750 Penalty: 4034.404785
	Iteration 19Q: 3 clusters Score -456728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -456730.531250 Penalty: 4034.404785
	Iteration 20F: 3 clusters Score -456730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -456732.906250 Penalty: 4034.404785
	Iteration 21Q: 3 clusters Score -456732.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -456738.500000 Penalty: 4034.404785
	Iteration 22Q: 3 clusters Score -456738.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -456742.125000 Penalty: 4034.404785
	Iteration 23Q: 3 clusters Score -456742.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -456747.500000 Penalty: 4034.404785
	Iteration 24Q: 3 clusters Score -456747.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -456752.437500 Penalty: 4034.404785
	Iteration 25Q: 3 clusters Score -456752.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -456758.281250 Penalty: 4034.404785
	Iteration 26Q: 3 clusters Score -456758.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -456770.718750 Penalty: 4034.404785
	Iteration 27Q: 3 clusters Score -456770.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -456778.437500 Penalty: 4034.404785
	Iteration 28Q: 3 clusters Score -456778.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -456783.875000 Penalty: 4034.404785
	Iteration 29Q: 3 clusters Score -456783.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -456788.718750 Penalty: 4034.404785
	Iteration 30Q: 3 clusters Score -456788.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -456789.593750 Penalty: 4034.404785
	Iteration 31Q: 3 clusters Score -456789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -456791.406250 Penalty: 4034.404785
	Iteration 32Q: 3 clusters Score -456791.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -456793.593750 Penalty: 4034.404785
	Iteration 33Q: 3 clusters Score -456793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -456795.718750 Penalty: 4034.404785
	Iteration 34Q: 3 clusters Score -456795.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -456797.718750 Penalty: 4034.404785
	Iteration 35Q: 3 clusters Score -456797.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -456799.625000 Penalty: 4034.404785
	Iteration 36Q: 3 clusters Score -456799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -456801.375000 Penalty: 4034.404785
	Iteration 37Q: 3 clusters Score -456801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -456802.812500 Penalty: 4034.404785
	Iteration 38Q: 3 clusters Score -456802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -456803.437500 Penalty: 4034.404785
	Iteration 39Q: 3 clusters Score -456803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -456804.250000 Penalty: 4034.404785
	Iteration 40F: 3 clusters Score -456804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -456806.687500 Penalty: 4034.404785
	Iteration 41Q: 3 clusters Score -456806.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -456807.468750 Penalty: 4034.404785
	Iteration 42Q: 3 clusters Score -456807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -456808.500000 Penalty: 4034.404785
	Iteration 43Q: 3 clusters Score -456808.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -456808.125000 Penalty: 4034.404785
	Iteration 44Q: 3 clusters Score -456808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -456808.937500 Penalty: 4034.404785
	Iteration 45Q: 3 clusters Score -456808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -456809.625000 Penalty: 4034.404785
	Iteration 46Q: 3 clusters Score -456809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -456810.468750 Penalty: 4034.404785
	Iteration 47Q: 3 clusters Score -456810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -456809.875000 Penalty: 4034.404785
	Iteration 48Q: 3 clusters Score -456809.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -456809.875000 Penalty: 4034.404785
	Iteration 49F: 3 clusters Score -456809.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Entering Unmasked Estep 
Score: -7192832.500000 Penalty: 2699.666992
	Iteration 0F: 2 clusters Score -7192832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -7156830.500000 Penalty: 5399.333984
	Iteration 0F: 3 clusters Score -7156830 nChanged 24673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -7170587.500000 Penalty: 5399.333984
	Iteration 1F: 3 clusters Score -7170588 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -7171077.000000 Penalty: 5399.333984
	Iteration 2Q: 3 clusters Score -7171077 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -7171574.500000 Penalty: 5399.333984
	Iteration 3Q: 3 clusters Score -7171574 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -7172060.500000 Penalty: 5399.333984
	Iteration 4Q: 3 clusters Score -7172060 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -7172634.000000 Penalty: 5399.333984
	Iteration 5Q: 3 clusters Score -7172634 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -7173403.000000 Penalty: 5399.333984
	Iteration 6Q: 3 clusters Score -7173403 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -7174293.000000 Penalty: 5399.333984
	Iteration 7Q: 3 clusters Score -7174293 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -7175563.000000 Penalty: 5399.333984
	Iteration 8Q: 3 clusters Score -7175563 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -7177226.500000 Penalty: 5399.333984
	Iteration 9Q: 3 clusters Score -7177226 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -7179306.000000 Penalty: 5399.333984
	Iteration 10F: 3 clusters Score -7179306 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -7181479.000000 Penalty: 5399.333984
	Iteration 11F: 3 clusters Score -7181479 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -7183196.000000 Penalty: 5399.333984
	Iteration 12F: 3 clusters Score -7183196 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -7184348.500000 Penalty: 5399.333984
	Iteration 13Q: 3 clusters Score -7184348 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -7185168.000000 Penalty: 5399.333984
	Iteration 14Q: 3 clusters Score -7185168 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -7185809.000000 Penalty: 5399.333984
	Iteration 15Q: 3 clusters Score -7185809 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -7186360.500000 Penalty: 5399.333984
	Iteration 16Q: 3 clusters Score -7186360 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -7186915.500000 Penalty: 5399.333984
	Iteration 17Q: 3 clusters Score -7186916 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -7187348.500000 Penalty: 5399.333984
	Iteration 18Q: 3 clusters Score -7187348 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -7187732.000000 Penalty: 5399.333984
	Iteration 19Q: 3 clusters Score -7187732 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -7188138.000000 Penalty: 5399.333984
	Iteration 20F: 3 clusters Score -7188138 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -7188499.000000 Penalty: 5399.333984
	Iteration 21Q: 3 clusters Score -7188499 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -7188732.000000 Penalty: 5399.333984
	Iteration 22Q: 3 clusters Score -7188732 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -7188960.500000 Penalty: 5399.333984
	Iteration 23Q: 3 clusters Score -7188960 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -7189210.500000 Penalty: 5399.333984
	Iteration 24Q: 3 clusters Score -7189210 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -7189371.000000 Penalty: 5399.333984
	Iteration 25Q: 3 clusters Score -7189371 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -7189519.000000 Penalty: 5399.333984
	Iteration 26Q: 3 clusters Score -7189519 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -7189631.500000 Penalty: 5399.333984
	Iteration 27Q: 3 clusters Score -7189632 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -7189756.000000 Penalty: 5399.333984
	Iteration 28Q: 3 clusters Score -7189756 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -7189901.000000 Penalty: 5399.333984
	Iteration 29Q: 3 clusters Score -7189901 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -7190011.000000 Penalty: 5399.333984
	Iteration 30Q: 3 clusters Score -7190011 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -7190105.000000 Penalty: 5399.333984
	Iteration 31Q: 3 clusters Score -7190105 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -7190137.000000 Penalty: 5399.333984
	Iteration 32Q: 3 clusters Score -7190137 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -7190171.500000 Penalty: 5399.333984
	Iteration 33Q: 3 clusters Score -7190172 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -7190202.000000 Penalty: 5399.333984
	Iteration 34Q: 3 clusters Score -7190202 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -7190247.000000 Penalty: 5399.333984
	Iteration 35Q: 3 clusters Score -7190247 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -7190261.500000 Penalty: 5399.333984
	Iteration 36Q: 3 clusters Score -7190262 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -7190283.500000 Penalty: 5399.333984
	Iteration 37Q: 3 clusters Score -7190284 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -7190317.000000 Penalty: 5399.333984
	Iteration 38Q: 3 clusters Score -7190317 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -7190342.500000 Penalty: 5399.333984
	Iteration 39Q: 3 clusters Score -7190342 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -7190382.500000 Penalty: 5399.333984
	Iteration 40F: 3 clusters Score -7190382 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -7190400.000000 Penalty: 5399.333984
	Iteration 41Q: 3 clusters Score -7190400 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -7190424.500000 Penalty: 5399.333984
	Iteration 42Q: 3 clusters Score -7190424 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -7190453.000000 Penalty: 5399.333984
	Iteration 43Q: 3 clusters Score -7190453 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -7190459.500000 Penalty: 5399.333984
	Iteration 44Q: 3 clusters Score -7190460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -7190490.000000 Penalty: 5399.333984
	Iteration 45Q: 3 clusters Score -7190490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -7190502.500000 Penalty: 5399.333984
	Iteration 46Q: 3 clusters Score -7190502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -7190517.500000 Penalty: 5399.333984
	Iteration 47Q: 3 clusters Score -7190518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -7190521.000000 Penalty: 5399.333984
	Iteration 48Q: 3 clusters Score -7190521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -7190530.500000 Penalty: 5399.333984
	Iteration 49Q: 3 clusters Score -7190530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -7190524.500000 Penalty: 5399.333984
	Iteration 50Q: 3 clusters Score -7190524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -7190535.000000 Penalty: 5399.333984
	Iteration 51Q: 3 clusters Score -7190535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -7190552.500000 Penalty: 5399.333984
	Iteration 52Q: 3 clusters Score -7190552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -7190557.000000 Penalty: 5399.333984
	Iteration 53Q: 3 clusters Score -7190557 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -7190553.000000 Penalty: 5399.333984
	Iteration 54Q: 3 clusters Score -7190553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -7190565.500000 Penalty: 5399.333984
	Iteration 55Q: 3 clusters Score -7190566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -7190576.500000 Penalty: 5399.333984
	Iteration 56Q: 3 clusters Score -7190576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -7190584.500000 Penalty: 5399.333984
	Iteration 57Q: 3 clusters Score -7190584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -7190577.500000 Penalty: 5399.333984
	Iteration 58Q: 3 clusters Score -7190578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -7190589.000000 Penalty: 5399.333984
	Iteration 59Q: 3 clusters Score -7190589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -7190607.500000 Penalty: 5399.333984
	Iteration 60F: 3 clusters Score -7190608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -7190597.500000 Penalty: 5399.333984
	Iteration 61Q: 3 clusters Score -7190598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -7190595.000000 Penalty: 5399.333984
	Iteration 62Q: 3 clusters Score -7190595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -7190597.500000 Penalty: 5399.333984
	Iteration 63Q: 3 clusters Score -7190598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -7190605.000000 Penalty: 5399.333984
	Iteration 64Q: 3 clusters Score -7190605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -7190599.000000 Penalty: 5399.333984
	Iteration 65Q: 3 clusters Score -7190599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -7190601.000000 Penalty: 5399.333984
	Iteration 66Q: 3 clusters Score -7190601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -7190599.500000 Penalty: 5399.333984
	Iteration 67Q: 3 clusters Score -7190600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -7190599.000000 Penalty: 5399.333984
	Iteration 68Q: 3 clusters Score -7190599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -7190601.000000 Penalty: 5399.333984
	Iteration 69Q: 3 clusters Score -7190601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -7190605.000000 Penalty: 5399.333984
	Iteration 70Q: 3 clusters Score -7190605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -7190596.500000 Penalty: 5399.333984
	Iteration 71Q: 3 clusters Score -7190596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -7190610.500000 Penalty: 5399.333984
	Iteration 72Q: 3 clusters Score -7190610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -7190607.000000 Penalty: 5399.333984
	Iteration 73Q: 3 clusters Score -7190607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -7190604.000000 Penalty: 5399.333984
	Iteration 74Q: 3 clusters Score -7190604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -7190610.500000 Penalty: 5399.333984
	Iteration 75Q: 3 clusters Score -7190610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -7190614.000000 Penalty: 5399.333984
	Iteration 76Q: 3 clusters Score -7190614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -7190613.500000 Penalty: 5399.333984
	Iteration 77Q: 3 clusters Score -7190614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -7190614.500000 Penalty: 5399.333984
	Iteration 78Q: 3 clusters Score -7190614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -7190617.000000 Penalty: 5399.333984
	Iteration 79Q: 3 clusters Score -7190617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -7190618.000000 Penalty: 5399.333984
	Iteration 80F: 3 clusters Score -7190618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -7190623.000000 Penalty: 5399.333984
	Iteration 81Q: 3 clusters Score -7190623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -7190623.000000 Penalty: 5399.333984
	Iteration 82Q: 3 clusters Score -7190623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -7190623.000000 Penalty: 5399.333984
	Iteration 83F: 3 clusters Score -7190623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -27671.355469 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -27671.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26487.384766 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -26487.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26530.460938 Penalty: 2677.488770
	Iteration 1Q: 3 clusters Score -26530.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26550.771484 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -26550.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26550.771484 Penalty: 2677.488770
	Iteration 3F: 3 clusters Score -26550.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (149383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149383 members 
Entering Unmasked Estep 
Score: -20568818.000000 Penalty: 2954.738525
	Iteration 0F: 2 clusters Score -2.056882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -20470486.000000 Penalty: 5909.477051
	Iteration 0F: 3 clusters Score -2.047049e+07 nChanged 71542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -20512078.000000 Penalty: 5909.477051
	Iteration 1F: 3 clusters Score -2.051208e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -20513292.000000 Penalty: 5909.477051
	Iteration 2Q: 3 clusters Score -2.051329e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -20515056.000000 Penalty: 5909.477051
	Iteration 3Q: 3 clusters Score -2.051506e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -20517776.000000 Penalty: 5909.477051
	Iteration 4Q: 3 clusters Score -2.051778e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -20521770.000000 Penalty: 5909.477051
	Iteration 5Q: 3 clusters Score -2.052177e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 67217 members 
Entering Unmasked Estep 
Score: -20527248.000000 Penalty: 5909.477051
	Iteration 6F: 3 clusters Score -2.052725e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -20533742.000000 Penalty: 5909.477051
	Iteration 7F: 3 clusters Score -2.053374e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -20540448.000000 Penalty: 5909.477051
	Iteration 8F: 3 clusters Score -2.054045e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84280 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -20545538.000000 Penalty: 5909.477051
	Iteration 9F: 3 clusters Score -2.054554e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -20548492.000000 Penalty: 5909.477051
	Iteration 10Q: 3 clusters Score -2.054849e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -20549814.000000 Penalty: 5909.477051
	Iteration 11Q: 3 clusters Score -2.054981e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -20550412.000000 Penalty: 5909.477051
	Iteration 12Q: 3 clusters Score -2.055041e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -20550854.000000 Penalty: 5909.477051
	Iteration 13Q: 3 clusters Score -2.055085e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -20551116.000000 Penalty: 5909.477051
	Iteration 14Q: 3 clusters Score -2.055112e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -20551490.000000 Penalty: 5909.477051
	Iteration 15Q: 3 clusters Score -2.055149e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -20551770.000000 Penalty: 5909.477051
	Iteration 16Q: 3 clusters Score -2.055177e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -20551974.000000 Penalty: 5909.477051
	Iteration 17Q: 3 clusters Score -2.055197e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -20552160.000000 Penalty: 5909.477051
	Iteration 18Q: 3 clusters Score -2.055216e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -20552310.000000 Penalty: 5909.477051
	Iteration 19Q: 3 clusters Score -2.055231e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -20552456.000000 Penalty: 5909.477051
	Iteration 20F: 3 clusters Score -2.055246e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -20552612.000000 Penalty: 5909.477051
	Iteration 21Q: 3 clusters Score -2.055261e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -20552746.000000 Penalty: 5909.477051
	Iteration 22Q: 3 clusters Score -2.055275e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -20552896.000000 Penalty: 5909.477051
	Iteration 23Q: 3 clusters Score -2.05529e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -20553040.000000 Penalty: 5909.477051
	Iteration 24Q: 3 clusters Score -2.055304e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -20553154.000000 Penalty: 5909.477051
	Iteration 25Q: 3 clusters Score -2.055315e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -20553338.000000 Penalty: 5909.477051
	Iteration 26Q: 3 clusters Score -2.055334e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -20553404.000000 Penalty: 5909.477051
	Iteration 27Q: 3 clusters Score -2.05534e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 69068 members 
Entering Unmasked Estep 
Score: -20553492.000000 Penalty: 5909.477051
	Iteration 28Q: 3 clusters Score -2.055349e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80298 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -20553548.000000 Penalty: 5909.477051
	Iteration 29Q: 3 clusters Score -2.055355e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -20553624.000000 Penalty: 5909.477051
	Iteration 30Q: 3 clusters Score -2.055362e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
Score: -20553694.000000 Penalty: 5909.477051
	Iteration 31Q: 3 clusters Score -2.055369e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -20553734.000000 Penalty: 5909.477051
	Iteration 32Q: 3 clusters Score -2.055373e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80444 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
Score: -20553782.000000 Penalty: 5909.477051
	Iteration 33Q: 3 clusters Score -2.055378e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -20553862.000000 Penalty: 5909.477051
	Iteration 34Q: 3 clusters Score -2.055386e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -20553866.000000 Penalty: 5909.477051
	Iteration 35Q: 3 clusters Score -2.055387e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -20553938.000000 Penalty: 5909.477051
	Iteration 36Q: 3 clusters Score -2.055394e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -20553982.000000 Penalty: 5909.477051
	Iteration 37Q: 3 clusters Score -2.055398e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -20553956.000000 Penalty: 5909.477051
	Iteration 38Q: 3 clusters Score -2.055396e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -20554006.000000 Penalty: 5909.477051
	Iteration 39Q: 3 clusters Score -2.055401e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -20554006.000000 Penalty: 5909.477051
	Iteration 40F: 3 clusters Score -2.055401e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -20554040.000000 Penalty: 5909.477051
	Iteration 41Q: 3 clusters Score -2.055404e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -20554062.000000 Penalty: 5909.477051
	Iteration 42Q: 3 clusters Score -2.055406e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -20554116.000000 Penalty: 5909.477051
	Iteration 43Q: 3 clusters Score -2.055412e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -20554128.000000 Penalty: 5909.477051
	Iteration 44Q: 3 clusters Score -2.055413e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -20554132.000000 Penalty: 5909.477051
	Iteration 45Q: 3 clusters Score -2.055413e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -20554102.000000 Penalty: 5909.477051
	Iteration 46Q: 3 clusters Score -2.05541e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -20554094.000000 Penalty: 5909.477051
	Iteration 47Q: 3 clusters Score -2.055409e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -20554092.000000 Penalty: 5909.477051
	Iteration 48Q: 3 clusters Score -2.055409e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -20554132.000000 Penalty: 5909.477051
	Iteration 49Q: 3 clusters Score -2.055413e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -20554160.000000 Penalty: 5909.477051
	Iteration 50Q: 3 clusters Score -2.055416e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -20554094.000000 Penalty: 5909.477051
	Iteration 51Q: 3 clusters Score -2.055409e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -20554140.000000 Penalty: 5909.477051
	Iteration 52Q: 3 clusters Score -2.055414e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -20554178.000000 Penalty: 5909.477051
	Iteration 53Q: 3 clusters Score -2.055418e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 68604 members 
Entering Unmasked Estep 
Score: -20554148.000000 Penalty: 5909.477051
	Iteration 54Q: 3 clusters Score -2.055415e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -20554172.000000 Penalty: 5909.477051
	Iteration 55Q: 3 clusters Score -2.055417e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -20554168.000000 Penalty: 5909.477051
	Iteration 56Q: 3 clusters Score -2.055417e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -20554170.000000 Penalty: 5909.477051
	Iteration 57Q: 3 clusters Score -2.055417e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -20554154.000000 Penalty: 5909.477051
	Iteration 58Q: 3 clusters Score -2.055415e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -20554136.000000 Penalty: 5909.477051
	Iteration 59Q: 3 clusters Score -2.055414e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -20554186.000000 Penalty: 5909.477051
	Iteration 60F: 3 clusters Score -2.055419e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -20554202.000000 Penalty: 5909.477051
	Iteration 61Q: 3 clusters Score -2.05542e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -20554220.000000 Penalty: 5909.477051
	Iteration 62Q: 3 clusters Score -2.055422e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -20554218.000000 Penalty: 5909.477051
	Iteration 63Q: 3 clusters Score -2.055422e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -20554230.000000 Penalty: 5909.477051
	Iteration 64Q: 3 clusters Score -2.055423e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -20554232.000000 Penalty: 5909.477051
	Iteration 65Q: 3 clusters Score -2.055423e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -20554258.000000 Penalty: 5909.477051
	Iteration 66Q: 3 clusters Score -2.055426e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -20554238.000000 Penalty: 5909.477051
	Iteration 67Q: 3 clusters Score -2.055424e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 67506 members 
Entering Unmasked Estep 
Score: -20554250.000000 Penalty: 5909.477051
	Iteration 68Q: 3 clusters Score -2.055425e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -20554264.000000 Penalty: 5909.477051
	Iteration 69Q: 3 clusters Score -2.055426e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -20554286.000000 Penalty: 5909.477051
	Iteration 70Q: 3 clusters Score -2.055429e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 67008 members 
Entering Unmasked Estep 
Score: -20554258.000000 Penalty: 5909.477051
	Iteration 71Q: 3 clusters Score -2.055426e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82606 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -20554324.000000 Penalty: 5909.477051
	Iteration 72Q: 3 clusters Score -2.055432e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -20554374.000000 Penalty: 5909.477051
	Iteration 73Q: 3 clusters Score -2.055437e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -20554374.000000 Penalty: 5909.477051
	Iteration 74Q: 3 clusters Score -2.055437e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83296 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -20554386.000000 Penalty: 5909.477051
	Iteration 75Q: 3 clusters Score -2.055439e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -20554414.000000 Penalty: 5909.477051
	Iteration 76Q: 3 clusters Score -2.055441e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -20554476.000000 Penalty: 5909.477051
	Iteration 77Q: 3 clusters Score -2.055448e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -20554486.000000 Penalty: 5909.477051
	Iteration 78Q: 3 clusters Score -2.055449e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -20554490.000000 Penalty: 5909.477051
	Iteration 79Q: 3 clusters Score -2.055449e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -20554466.000000 Penalty: 5909.477051
	Iteration 80F: 3 clusters Score -2.055447e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84967 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -20554498.000000 Penalty: 5909.477051
	Iteration 81Q: 3 clusters Score -2.05545e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -20554480.000000 Penalty: 5909.477051
	Iteration 82Q: 3 clusters Score -2.055448e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85638 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -20554498.000000 Penalty: 5909.477051
	Iteration 83Q: 3 clusters Score -2.05545e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -20554514.000000 Penalty: 5909.477051
	Iteration 84Q: 3 clusters Score -2.055451e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -20554538.000000 Penalty: 5909.477051
	Iteration 85Q: 3 clusters Score -2.055454e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -20554556.000000 Penalty: 5909.477051
	Iteration 86Q: 3 clusters Score -2.055456e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -20554606.000000 Penalty: 5909.477051
	Iteration 87Q: 3 clusters Score -2.055461e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -20554638.000000 Penalty: 5909.477051
	Iteration 88Q: 3 clusters Score -2.055464e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -20554572.000000 Penalty: 5909.477051
	Iteration 89Q: 3 clusters Score -2.055457e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -20554614.000000 Penalty: 5909.477051
	Iteration 90Q: 3 clusters Score -2.055461e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89135 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -20554704.000000 Penalty: 5909.477051
	Iteration 91Q: 3 clusters Score -2.05547e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89640 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -20554774.000000 Penalty: 5909.477051
	Iteration 92Q: 3 clusters Score -2.055477e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -20554812.000000 Penalty: 5909.477051
	Iteration 93Q: 3 clusters Score -2.055481e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -20554904.000000 Penalty: 5909.477051
	Iteration 94Q: 3 clusters Score -2.05549e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 58099 members 
Entering Unmasked Estep 
Score: -20554946.000000 Penalty: 5909.477051
	Iteration 95Q: 3 clusters Score -2.055495e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91892 members 
Mstep: Class 2 contains 57491 members 
Entering Unmasked Estep 
Score: -20555056.000000 Penalty: 5909.477051
	Iteration 96Q: 3 clusters Score -2.055506e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -20555134.000000 Penalty: 5909.477051
	Iteration 97Q: 3 clusters Score -2.055513e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -20555182.000000 Penalty: 5909.477051
	Iteration 98Q: 3 clusters Score -2.055518e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -20555268.000000 Penalty: 5909.477051
	Iteration 99Q: 3 clusters Score -2.055527e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -20555258.000000 Penalty: 5909.477051
	Iteration 100F: 3 clusters Score -2.055526e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -20555324.000000 Penalty: 5909.477051
	Iteration 101Q: 3 clusters Score -2.055532e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95465 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -20555376.000000 Penalty: 5909.477051
	Iteration 102Q: 3 clusters Score -2.055538e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -20555456.000000 Penalty: 5909.477051
	Iteration 103Q: 3 clusters Score -2.055546e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96753 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -20555540.000000 Penalty: 5909.477051
	Iteration 104Q: 3 clusters Score -2.055554e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -20555660.000000 Penalty: 5909.477051
	Iteration 105Q: 3 clusters Score -2.055566e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -20555754.000000 Penalty: 5909.477051
	Iteration 106Q: 3 clusters Score -2.055575e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -20555806.000000 Penalty: 5909.477051
	Iteration 107Q: 3 clusters Score -2.055581e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99606 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -20555850.000000 Penalty: 5909.477051
	Iteration 108Q: 3 clusters Score -2.055585e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -20555922.000000 Penalty: 5909.477051
	Iteration 109Q: 3 clusters Score -2.055592e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101161 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -20555948.000000 Penalty: 5909.477051
	Iteration 110Q: 3 clusters Score -2.055595e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -20555964.000000 Penalty: 5909.477051
	Iteration 111Q: 3 clusters Score -2.055596e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -20556014.000000 Penalty: 5909.477051
	Iteration 112Q: 3 clusters Score -2.055601e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103635 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -20556094.000000 Penalty: 5909.477051
	Iteration 113Q: 3 clusters Score -2.055609e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104476 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -20556182.000000 Penalty: 5909.477051
	Iteration 114Q: 3 clusters Score -2.055618e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -20556282.000000 Penalty: 5909.477051
	Iteration 115Q: 3 clusters Score -2.055628e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -20556326.000000 Penalty: 5909.477051
	Iteration 116Q: 3 clusters Score -2.055633e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -20556358.000000 Penalty: 5909.477051
	Iteration 117Q: 3 clusters Score -2.055636e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108113 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -20556524.000000 Penalty: 5909.477051
	Iteration 118Q: 3 clusters Score -2.055652e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109071 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -20556684.000000 Penalty: 5909.477051
	Iteration 119Q: 3 clusters Score -2.055668e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110061 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -20556772.000000 Penalty: 5909.477051
	Iteration 120F: 3 clusters Score -2.055677e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111104 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -20556940.000000 Penalty: 5909.477051
	Iteration 121Q: 3 clusters Score -2.055694e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112177 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -20557182.000000 Penalty: 5909.477051
	Iteration 122Q: 3 clusters Score -2.055718e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113294 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -20557396.000000 Penalty: 5909.477051
	Iteration 123Q: 3 clusters Score -2.05574e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114504 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -20557656.000000 Penalty: 5909.477051
	Iteration 124Q: 3 clusters Score -2.055766e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115753 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -20557926.000000 Penalty: 5909.477051
	Iteration 125Q: 3 clusters Score -2.055793e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117019 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -20558274.000000 Penalty: 5909.477051
	Iteration 126Q: 3 clusters Score -2.055827e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118353 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -20558504.000000 Penalty: 5909.477051
	Iteration 127Q: 3 clusters Score -2.05585e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -20558774.000000 Penalty: 5909.477051
	Iteration 128Q: 3 clusters Score -2.055877e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121202 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -20559060.000000 Penalty: 5909.477051
	Iteration 129Q: 3 clusters Score -2.055906e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122662 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -20559392.000000 Penalty: 5909.477051
	Iteration 130Q: 3 clusters Score -2.055939e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124132 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -20559768.000000 Penalty: 5909.477051
	Iteration 131Q: 3 clusters Score -2.055977e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125652 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -20560158.000000 Penalty: 5909.477051
	Iteration 132Q: 3 clusters Score -2.056016e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127233 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -20560634.000000 Penalty: 5909.477051
	Iteration 133Q: 3 clusters Score -2.056063e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128824 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -20561006.000000 Penalty: 5909.477051
	Iteration 134Q: 3 clusters Score -2.056101e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130353 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -20561518.000000 Penalty: 5909.477051
	Iteration 135Q: 3 clusters Score -2.056152e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131947 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -20561960.000000 Penalty: 5909.477051
	Iteration 136Q: 3 clusters Score -2.056196e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133477 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -20562532.000000 Penalty: 5909.477051
	Iteration 137Q: 3 clusters Score -2.056253e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134935 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -20562946.000000 Penalty: 5909.477051
	Iteration 138Q: 3 clusters Score -2.056295e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136345 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -20563290.000000 Penalty: 5909.477051
	Iteration 139Q: 3 clusters Score -2.056329e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137654 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -20563744.000000 Penalty: 5909.477051
	Iteration 140F: 3 clusters Score -2.056374e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138854 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -20564004.000000 Penalty: 5909.477051
	Iteration 141Q: 3 clusters Score -2.0564e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139930 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -20564302.000000 Penalty: 5909.477051
	Iteration 142Q: 3 clusters Score -2.05643e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140882 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -20564528.000000 Penalty: 5909.477051
	Iteration 143Q: 3 clusters Score -2.056453e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141729 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -20564782.000000 Penalty: 5909.477051
	Iteration 144Q: 3 clusters Score -2.056478e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142466 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -20565000.000000 Penalty: 5909.477051
	Iteration 145Q: 3 clusters Score -2.0565e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143101 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -20565190.000000 Penalty: 5909.477051
	Iteration 146Q: 3 clusters Score -2.056519e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143635 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -20565336.000000 Penalty: 5909.477051
	Iteration 147Q: 3 clusters Score -2.056534e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144144 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -20565472.000000 Penalty: 5909.477051
	Iteration 148Q: 3 clusters Score -2.056547e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144558 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -20565594.000000 Penalty: 5909.477051
	Iteration 149Q: 3 clusters Score -2.056559e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144905 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -20565704.000000 Penalty: 5909.477051
	Iteration 150Q: 3 clusters Score -2.05657e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145222 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -20565786.000000 Penalty: 5909.477051
	Iteration 151Q: 3 clusters Score -2.056579e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145504 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -20565910.000000 Penalty: 5909.477051
	Iteration 152Q: 3 clusters Score -2.056591e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145726 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -20565926.000000 Penalty: 5909.477051
	Iteration 153Q: 3 clusters Score -2.056593e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145898 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -20566018.000000 Penalty: 5909.477051
	Iteration 154Q: 3 clusters Score -2.056602e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146039 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -20566068.000000 Penalty: 5909.477051
	Iteration 155Q: 3 clusters Score -2.056607e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146166 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -20566102.000000 Penalty: 5909.477051
	Iteration 156Q: 3 clusters Score -2.05661e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146273 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -20566110.000000 Penalty: 5909.477051
	Iteration 157Q: 3 clusters Score -2.056611e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146368 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -20566160.000000 Penalty: 5909.477051
	Iteration 158Q: 3 clusters Score -2.056616e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146457 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -20566162.000000 Penalty: 5909.477051
	Iteration 159Q: 3 clusters Score -2.056616e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146532 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -20566170.000000 Penalty: 5909.477051
	Iteration 160F: 3 clusters Score -2.056617e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146590 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -20566174.000000 Penalty: 5909.477051
	Iteration 161Q: 3 clusters Score -2.056617e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146644 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -20566170.000000 Penalty: 5909.477051
	Iteration 162Q: 3 clusters Score -2.056617e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146695 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -20566182.000000 Penalty: 5909.477051
	Iteration 163Q: 3 clusters Score -2.056618e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146729 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -20566230.000000 Penalty: 5909.477051
	Iteration 164Q: 3 clusters Score -2.056623e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146763 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -20566220.000000 Penalty: 5909.477051
	Iteration 165Q: 3 clusters Score -2.056622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146797 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -20566232.000000 Penalty: 5909.477051
	Iteration 166Q: 3 clusters Score -2.056623e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146846 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -20566252.000000 Penalty: 5909.477051
	Iteration 167Q: 3 clusters Score -2.056625e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146900 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -20566284.000000 Penalty: 5909.477051
	Iteration 168Q: 3 clusters Score -2.056628e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146944 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -20566302.000000 Penalty: 5909.477051
	Iteration 169Q: 3 clusters Score -2.05663e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146997 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -20566318.000000 Penalty: 5909.477051
	Iteration 170Q: 3 clusters Score -2.056632e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147042 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -20566326.000000 Penalty: 5909.477051
	Iteration 171Q: 3 clusters Score -2.056633e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147084 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -20566338.000000 Penalty: 5909.477051
	Iteration 172Q: 3 clusters Score -2.056634e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147125 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -20566364.000000 Penalty: 5909.477051
	Iteration 173Q: 3 clusters Score -2.056636e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147168 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -20566362.000000 Penalty: 5909.477051
	Iteration 174Q: 3 clusters Score -2.056636e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147208 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -20566380.000000 Penalty: 5909.477051
	Iteration 175Q: 3 clusters Score -2.056638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147236 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -20566366.000000 Penalty: 5909.477051
	Iteration 176Q: 3 clusters Score -2.056637e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147260 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -20566382.000000 Penalty: 5909.477051
	Iteration 177Q: 3 clusters Score -2.056638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147282 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -20566390.000000 Penalty: 5909.477051
	Iteration 178Q: 3 clusters Score -2.056639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147297 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -20566404.000000 Penalty: 5909.477051
	Iteration 179Q: 3 clusters Score -2.05664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147316 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -20566424.000000 Penalty: 5909.477051
	Iteration 180F: 3 clusters Score -2.056642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -20566428.000000 Penalty: 5909.477051
	Iteration 181Q: 3 clusters Score -2.056643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147346 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -20566434.000000 Penalty: 5909.477051
	Iteration 182Q: 3 clusters Score -2.056643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147359 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -20566430.000000 Penalty: 5909.477051
	Iteration 183Q: 3 clusters Score -2.056643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147373 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -20566448.000000 Penalty: 5909.477051
	Iteration 184Q: 3 clusters Score -2.056645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147381 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -20566446.000000 Penalty: 5909.477051
	Iteration 185Q: 3 clusters Score -2.056645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147386 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -20566462.000000 Penalty: 5909.477051
	Iteration 186Q: 3 clusters Score -2.056646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147397 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -20566458.000000 Penalty: 5909.477051
	Iteration 187Q: 3 clusters Score -2.056646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147406 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -20566472.000000 Penalty: 5909.477051
	Iteration 188Q: 3 clusters Score -2.056647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147413 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -20566470.000000 Penalty: 5909.477051
	Iteration 189Q: 3 clusters Score -2.056647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147418 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -20566484.000000 Penalty: 5909.477051
	Iteration 190Q: 3 clusters Score -2.056648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147424 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -20566466.000000 Penalty: 5909.477051
	Iteration 191Q: 3 clusters Score -2.056647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147427 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -20566462.000000 Penalty: 5909.477051
	Iteration 192Q: 3 clusters Score -2.056646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147434 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -20566486.000000 Penalty: 5909.477051
	Iteration 193Q: 3 clusters Score -2.056649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147444 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -20566476.000000 Penalty: 5909.477051
	Iteration 194Q: 3 clusters Score -2.056648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147452 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -20566478.000000 Penalty: 5909.477051
	Iteration 195Q: 3 clusters Score -2.056648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147459 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -20566484.000000 Penalty: 5909.477051
	Iteration 196Q: 3 clusters Score -2.056648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147467 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -20566480.000000 Penalty: 5909.477051
	Iteration 197Q: 3 clusters Score -2.056648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147469 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -20566454.000000 Penalty: 5909.477051
	Iteration 198Q: 3 clusters Score -2.056645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147475 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -20566488.000000 Penalty: 5909.477051
	Iteration 199Q: 3 clusters Score -2.056649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147482 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -20566490.000000 Penalty: 5909.477051
	Iteration 200F: 3 clusters Score -2.056649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147493 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -20566490.000000 Penalty: 5909.477051
	Iteration 201Q: 3 clusters Score -2.056649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147501 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -20566508.000000 Penalty: 5909.477051
	Iteration 202Q: 3 clusters Score -2.056651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147512 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -20566516.000000 Penalty: 5909.477051
	Iteration 203Q: 3 clusters Score -2.056652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147520 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -20566510.000000 Penalty: 5909.477051
	Iteration 204Q: 3 clusters Score -2.056651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -20566514.000000 Penalty: 5909.477051
	Iteration 205Q: 3 clusters Score -2.056651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147536 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -20566534.000000 Penalty: 5909.477051
	Iteration 206Q: 3 clusters Score -2.056653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147547 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -20566550.000000 Penalty: 5909.477051
	Iteration 207Q: 3 clusters Score -2.056655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147556 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -20566566.000000 Penalty: 5909.477051
	Iteration 208Q: 3 clusters Score -2.056657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147565 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -20566560.000000 Penalty: 5909.477051
	Iteration 209Q: 3 clusters Score -2.056656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147575 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -20566570.000000 Penalty: 5909.477051
	Iteration 210Q: 3 clusters Score -2.056657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147584 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -20566574.000000 Penalty: 5909.477051
	Iteration 211Q: 3 clusters Score -2.056657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147592 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -20566566.000000 Penalty: 5909.477051
	Iteration 212Q: 3 clusters Score -2.056657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147599 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -20566552.000000 Penalty: 5909.477051
	Iteration 213Q: 3 clusters Score -2.056655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147607 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -20566552.000000 Penalty: 5909.477051
	Iteration 214Q: 3 clusters Score -2.056655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147613 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -20566570.000000 Penalty: 5909.477051
	Iteration 215Q: 3 clusters Score -2.056657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147620 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -20566564.000000 Penalty: 5909.477051
	Iteration 216Q: 3 clusters Score -2.056656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147624 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -20566576.000000 Penalty: 5909.477051
	Iteration 217Q: 3 clusters Score -2.056658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147627 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20566588.000000 Penalty: 5909.477051
	Iteration 218Q: 3 clusters Score -2.056659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147627 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20566588.000000 Penalty: 5909.477051
	Iteration 219Q: 3 clusters Score -2.056659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147628 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -20566606.000000 Penalty: 5909.477051
	Iteration 220F: 3 clusters Score -2.056661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147627 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20566594.000000 Penalty: 5909.477051
	Iteration 221Q: 3 clusters Score -2.056659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147627 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20566594.000000 Penalty: 5909.477051
	Iteration 222F: 3 clusters Score -2.056659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -163330.968750 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -163331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -161233.406250 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -161233.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161621.984375 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -161622 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -161772.500000 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -161772.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -161863.187500 Penalty: 3531.740479
	Iteration 3Q: 3 clusters Score -161863.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -161929.343750 Penalty: 3531.740479
	Iteration 4Q: 3 clusters Score -161929.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -161957.187500 Penalty: 3531.740479
	Iteration 5Q: 3 clusters Score -161957.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -161973.968750 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -161974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -161988.343750 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -161988.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -162001.625000 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -162001.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -162018.187500 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -162018.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -162033.000000 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -162033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -162060.078125 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -162060.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -162088.203125 Penalty: 3531.740479
	Iteration 12Q: 3 clusters Score -162088.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -162123.968750 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -162124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -162152.890625 Penalty: 3531.740479
	Iteration 14Q: 3 clusters Score -162152.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -162175.312500 Penalty: 3531.740479
	Iteration 15Q: 3 clusters Score -162175.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -162201.296875 Penalty: 3531.740479
	Iteration 16Q: 3 clusters Score -162201.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -162228.187500 Penalty: 3531.740479
	Iteration 17Q: 3 clusters Score -162228.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -162251.843750 Penalty: 3531.740479
	Iteration 18Q: 3 clusters Score -162251.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -162273.000000 Penalty: 3531.740479
	Iteration 19Q: 3 clusters Score -162273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -162281.921875 Penalty: 3531.740479
	Iteration 20F: 3 clusters Score -162281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -162288.625000 Penalty: 3531.740479
	Iteration 21Q: 3 clusters Score -162288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -162296.453125 Penalty: 3531.740479
	Iteration 22Q: 3 clusters Score -162296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -162306.515625 Penalty: 3531.740479
	Iteration 23Q: 3 clusters Score -162306.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -162317.750000 Penalty: 3531.740479
	Iteration 24Q: 3 clusters Score -162317.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -162329.140625 Penalty: 3531.740479
	Iteration 25Q: 3 clusters Score -162329.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -162346.140625 Penalty: 3531.740479
	Iteration 26Q: 3 clusters Score -162346.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -162362.437500 Penalty: 3531.740479
	Iteration 27Q: 3 clusters Score -162362.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -162399.750000 Penalty: 3531.740479
	Iteration 28Q: 3 clusters Score -162399.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -162434.859375 Penalty: 3531.740479
	Iteration 29Q: 3 clusters Score -162434.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -162473.500000 Penalty: 3531.740479
	Iteration 30Q: 3 clusters Score -162473.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -162507.109375 Penalty: 3531.740479
	Iteration 31Q: 3 clusters Score -162507.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -162520.953125 Penalty: 3531.740479
	Iteration 32Q: 3 clusters Score -162521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -162529.203125 Penalty: 3531.740479
	Iteration 33Q: 3 clusters Score -162529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -162542.593750 Penalty: 3531.740479
	Iteration 34Q: 3 clusters Score -162542.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -162551.078125 Penalty: 3531.740479
	Iteration 35Q: 3 clusters Score -162551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -162552.312500 Penalty: 3531.740479
	Iteration 36Q: 3 clusters Score -162552.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -162552.312500 Penalty: 3531.740479
	Iteration 37F: 3 clusters Score -162552.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Entering Unmasked Estep 
Score: -4326997.500000 Penalty: 2571.888428
	Iteration 0F: 2 clusters Score -4326998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4305113.500000 Penalty: 5143.776855
	Iteration 0F: 3 clusters Score -4305114 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -4313217.000000 Penalty: 5143.776855
	Iteration 1F: 3 clusters Score -4313217 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4314011.500000 Penalty: 5143.776855
	Iteration 2F: 3 clusters Score -4314012 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -4314947.000000 Penalty: 5143.776855
	Iteration 3F: 3 clusters Score -4314947 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -4316088.500000 Penalty: 5143.776855
	Iteration 4F: 3 clusters Score -4316088 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -4317474.000000 Penalty: 5143.776855
	Iteration 5F: 3 clusters Score -4317474 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -4318902.000000 Penalty: 5143.776855
	Iteration 6F: 3 clusters Score -4318902 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -4320380.500000 Penalty: 5143.776855
	Iteration 7F: 3 clusters Score -4320380 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -4321585.500000 Penalty: 5143.776855
	Iteration 8F: 3 clusters Score -4321586 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -4322545.000000 Penalty: 5143.776855
	Iteration 9Q: 3 clusters Score -4322545 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -4323251.000000 Penalty: 5143.776855
	Iteration 10Q: 3 clusters Score -4323251 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -4323702.000000 Penalty: 5143.776855
	Iteration 11Q: 3 clusters Score -4323702 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -4324006.000000 Penalty: 5143.776855
	Iteration 12Q: 3 clusters Score -4324006 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -4324219.000000 Penalty: 5143.776855
	Iteration 13Q: 3 clusters Score -4324219 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -4324385.000000 Penalty: 5143.776855
	Iteration 14Q: 3 clusters Score -4324385 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4324537.000000 Penalty: 5143.776855
	Iteration 15Q: 3 clusters Score -4324537 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4324641.000000 Penalty: 5143.776855
	Iteration 16Q: 3 clusters Score -4324641 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -4324717.000000 Penalty: 5143.776855
	Iteration 17Q: 3 clusters Score -4324717 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4324770.500000 Penalty: 5143.776855
	Iteration 18Q: 3 clusters Score -4324770 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -4324817.000000 Penalty: 5143.776855
	Iteration 19Q: 3 clusters Score -4324817 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -4324864.000000 Penalty: 5143.776855
	Iteration 20F: 3 clusters Score -4324864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -4324900.000000 Penalty: 5143.776855
	Iteration 21Q: 3 clusters Score -4324900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -4324922.000000 Penalty: 5143.776855
	Iteration 22Q: 3 clusters Score -4324922 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4324941.000000 Penalty: 5143.776855
	Iteration 23Q: 3 clusters Score -4324941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -4324967.500000 Penalty: 5143.776855
	Iteration 24Q: 3 clusters Score -4324968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -4324978.000000 Penalty: 5143.776855
	Iteration 25Q: 3 clusters Score -4324978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -4324999.500000 Penalty: 5143.776855
	Iteration 26Q: 3 clusters Score -4325000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -4325007.500000 Penalty: 5143.776855
	Iteration 27Q: 3 clusters Score -4325008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -4325006.500000 Penalty: 5143.776855
	Iteration 28Q: 3 clusters Score -4325006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4325021.500000 Penalty: 5143.776855
	Iteration 29Q: 3 clusters Score -4325022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -4325040.500000 Penalty: 5143.776855
	Iteration 30Q: 3 clusters Score -4325040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4325040.500000 Penalty: 5143.776855
	Iteration 31Q: 3 clusters Score -4325040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4325044.000000 Penalty: 5143.776855
	Iteration 32Q: 3 clusters Score -4325044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -4325039.500000 Penalty: 5143.776855
	Iteration 33Q: 3 clusters Score -4325040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4325049.500000 Penalty: 5143.776855
	Iteration 34Q: 3 clusters Score -4325050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -4325055.500000 Penalty: 5143.776855
	Iteration 35Q: 3 clusters Score -4325056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -4325074.500000 Penalty: 5143.776855
	Iteration 36Q: 3 clusters Score -4325074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4325074.500000 Penalty: 5143.776855
	Iteration 37Q: 3 clusters Score -4325074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -4325070.500000 Penalty: 5143.776855
	Iteration 38Q: 3 clusters Score -4325070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -4325075.000000 Penalty: 5143.776855
	Iteration 39Q: 3 clusters Score -4325075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -4325076.500000 Penalty: 5143.776855
	Iteration 40F: 3 clusters Score -4325076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4325075.000000 Penalty: 5143.776855
	Iteration 41Q: 3 clusters Score -4325075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -4325077.500000 Penalty: 5143.776855
	Iteration 42Q: 3 clusters Score -4325078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4325076.500000 Penalty: 5143.776855
	Iteration 43Q: 3 clusters Score -4325076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -4325077.500000 Penalty: 5143.776855
	Iteration 44Q: 3 clusters Score -4325078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -4325077.500000 Penalty: 5143.776855
	Iteration 45F: 3 clusters Score -4325078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Entering Unmasked Estep 
Score: -503254.750000 Penalty: 2051.343994
	Iteration 0F: 2 clusters Score -503254.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -499413.687500 Penalty: 4102.687988
	Iteration 0F: 3 clusters Score -499413.7 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -500356.593750 Penalty: 4102.687988
	Iteration 1F: 3 clusters Score -500356.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -500630.468750 Penalty: 4102.687988
	Iteration 2F: 3 clusters Score -500630.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -500789.656250 Penalty: 4102.687988
	Iteration 3F: 3 clusters Score -500789.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -500887.125000 Penalty: 4102.687988
	Iteration 4Q: 3 clusters Score -500887.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -500976.687500 Penalty: 4102.687988
	Iteration 5Q: 3 clusters Score -500976.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -501051.593750 Penalty: 4102.687988
	Iteration 6Q: 3 clusters Score -501051.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -501136.468750 Penalty: 4102.687988
	Iteration 7Q: 3 clusters Score -501136.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -501208.500000 Penalty: 4102.687988
	Iteration 8Q: 3 clusters Score -501208.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -501271.687500 Penalty: 4102.687988
	Iteration 9Q: 3 clusters Score -501271.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -501336.500000 Penalty: 4102.687988
	Iteration 10Q: 3 clusters Score -501336.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -501392.312500 Penalty: 4102.687988
	Iteration 11Q: 3 clusters Score -501392.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -501422.906250 Penalty: 4102.687988
	Iteration 12Q: 3 clusters Score -501422.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -501447.593750 Penalty: 4102.687988
	Iteration 13Q: 3 clusters Score -501447.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -501475.218750 Penalty: 4102.687988
	Iteration 14Q: 3 clusters Score -501475.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -501500.843750 Penalty: 4102.687988
	Iteration 15Q: 3 clusters Score -501500.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -501516.750000 Penalty: 4102.687988
	Iteration 16Q: 3 clusters Score -501516.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -501529.906250 Penalty: 4102.687988
	Iteration 17Q: 3 clusters Score -501529.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -501539.687500 Penalty: 4102.687988
	Iteration 18Q: 3 clusters Score -501539.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -501548.312500 Penalty: 4102.687988
	Iteration 19Q: 3 clusters Score -501548.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -501555.406250 Penalty: 4102.687988
	Iteration 20F: 3 clusters Score -501555.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -501561.843750 Penalty: 4102.687988
	Iteration 21Q: 3 clusters Score -501561.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -501573.781250 Penalty: 4102.687988
	Iteration 22Q: 3 clusters Score -501573.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -501587.531250 Penalty: 4102.687988
	Iteration 23Q: 3 clusters Score -501587.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -501598.000000 Penalty: 4102.687988
	Iteration 24Q: 3 clusters Score -501598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -501610.562500 Penalty: 4102.687988
	Iteration 25Q: 3 clusters Score -501610.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -501621.906250 Penalty: 4102.687988
	Iteration 26Q: 3 clusters Score -501621.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -501635.250000 Penalty: 4102.687988
	Iteration 27Q: 3 clusters Score -501635.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -501648.781250 Penalty: 4102.687988
	Iteration 28Q: 3 clusters Score -501648.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -501658.375000 Penalty: 4102.687988
	Iteration 29Q: 3 clusters Score -501658.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -501665.781250 Penalty: 4102.687988
	Iteration 30Q: 3 clusters Score -501665.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -501672.000000 Penalty: 4102.687988
	Iteration 31Q: 3 clusters Score -501672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -501676.093750 Penalty: 4102.687988
	Iteration 32Q: 3 clusters Score -501676.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -501678.468750 Penalty: 4102.687988
	Iteration 33Q: 3 clusters Score -501678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -501679.968750 Penalty: 4102.687988
	Iteration 34Q: 3 clusters Score -501680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -501681.156250 Penalty: 4102.687988
	Iteration 35Q: 3 clusters Score -501681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -501682.093750 Penalty: 4102.687988
	Iteration 36Q: 3 clusters Score -501682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -501683.687500 Penalty: 4102.687988
	Iteration 37Q: 3 clusters Score -501683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -501685.312500 Penalty: 4102.687988
	Iteration 38Q: 3 clusters Score -501685.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -501685.343750 Penalty: 4102.687988
	Iteration 39Q: 3 clusters Score -501685.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -501687.468750 Penalty: 4102.687988
	Iteration 40F: 3 clusters Score -501687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -501689.906250 Penalty: 4102.687988
	Iteration 41Q: 3 clusters Score -501689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -501690.937500 Penalty: 4102.687988
	Iteration 42Q: 3 clusters Score -501690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -501692.187500 Penalty: 4102.687988
	Iteration 43Q: 3 clusters Score -501692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -501694.968750 Penalty: 4102.687988
	Iteration 44Q: 3 clusters Score -501695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -501697.187500 Penalty: 4102.687988
	Iteration 45Q: 3 clusters Score -501697.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -501699.875000 Penalty: 4102.687988
	Iteration 46Q: 3 clusters Score -501699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -501704.093750 Penalty: 4102.687988
	Iteration 47Q: 3 clusters Score -501704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -501707.250000 Penalty: 4102.687988
	Iteration 48Q: 3 clusters Score -501707.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -501712.312500 Penalty: 4102.687988
	Iteration 49Q: 3 clusters Score -501712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -501714.781250 Penalty: 4102.687988
	Iteration 50Q: 3 clusters Score -501714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -501715.406250 Penalty: 4102.687988
	Iteration 51Q: 3 clusters Score -501715.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -501715.406250 Penalty: 4102.687988
	Iteration 52F: 3 clusters Score -501715.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174358 members 
Entering Unmasked Estep 
Score: -24035212.000000 Penalty: 2993.078613
	Iteration 0F: 2 clusters Score -2.403521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -23921646.000000 Penalty: 5986.157227
	Iteration 0F: 3 clusters Score -2.392165e+07 nChanged 83502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -23970170.000000 Penalty: 5986.157227
	Iteration 1F: 3 clusters Score -2.397017e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -23970750.000000 Penalty: 5986.157227
	Iteration 2Q: 3 clusters Score -2.397075e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -23971516.000000 Penalty: 5986.157227
	Iteration 3Q: 3 clusters Score -2.397152e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -23972610.000000 Penalty: 5986.157227
	Iteration 4Q: 3 clusters Score -2.397261e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -23974250.000000 Penalty: 5986.157227
	Iteration 5Q: 3 clusters Score -2.397425e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -23976602.000000 Penalty: 5986.157227
	Iteration 6Q: 3 clusters Score -2.39766e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104760 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -23981208.000000 Penalty: 5986.157227
	Iteration 7F: 3 clusters Score -2.398121e+07 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113701 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -23989550.000000 Penalty: 5986.157227
	Iteration 8F: 3 clusters Score -2.398955e+07 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124302 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -24001720.000000 Penalty: 5986.157227
	Iteration 9F: 3 clusters Score -2.400172e+07 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133600 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -24015768.000000 Penalty: 5986.157227
	Iteration 10F: 3 clusters Score -2.401577e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139037 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -24025556.000000 Penalty: 5986.157227
	Iteration 11F: 3 clusters Score -2.402556e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141886 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -24029450.000000 Penalty: 5986.157227
	Iteration 12Q: 3 clusters Score -2.402945e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144132 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -24031222.000000 Penalty: 5986.157227
	Iteration 13Q: 3 clusters Score -2.403122e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146043 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -24032410.000000 Penalty: 5986.157227
	Iteration 14Q: 3 clusters Score -2.403241e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -24033342.000000 Penalty: 5986.157227
	Iteration 15Q: 3 clusters Score -2.403334e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149199 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -24033808.000000 Penalty: 5986.157227
	Iteration 16Q: 3 clusters Score -2.403381e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150542 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -24034054.000000 Penalty: 5986.157227
	Iteration 17Q: 3 clusters Score -2.403405e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -24034264.000000 Penalty: 5986.157227
	Iteration 18Q: 3 clusters Score -2.403426e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152839 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -24034296.000000 Penalty: 5986.157227
	Iteration 19Q: 3 clusters Score -2.40343e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153862 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -24034318.000000 Penalty: 5986.157227
	Iteration 20F: 3 clusters Score -2.403432e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154762 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -24034302.000000 Penalty: 5986.157227
	Iteration 21Q: 3 clusters Score -2.40343e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155582 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -24034364.000000 Penalty: 5986.157227
	Iteration 22Q: 3 clusters Score -2.403436e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156357 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -24034350.000000 Penalty: 5986.157227
	Iteration 23Q: 3 clusters Score -2.403435e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157117 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -24034300.000000 Penalty: 5986.157227
	Iteration 24Q: 3 clusters Score -2.40343e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -24034238.000000 Penalty: 5986.157227
	Iteration 25Q: 3 clusters Score -2.403424e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158536 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -24034196.000000 Penalty: 5986.157227
	Iteration 26Q: 3 clusters Score -2.40342e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159205 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -24034202.000000 Penalty: 5986.157227
	Iteration 27Q: 3 clusters Score -2.40342e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159869 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -24034136.000000 Penalty: 5986.157227
	Iteration 28Q: 3 clusters Score -2.403414e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160500 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -24034088.000000 Penalty: 5986.157227
	Iteration 29Q: 3 clusters Score -2.403409e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161098 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -24034078.000000 Penalty: 5986.157227
	Iteration 30Q: 3 clusters Score -2.403408e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161652 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -24034070.000000 Penalty: 5986.157227
	Iteration 31Q: 3 clusters Score -2.403407e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162150 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -24034006.000000 Penalty: 5986.157227
	Iteration 32Q: 3 clusters Score -2.403401e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162594 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -24034004.000000 Penalty: 5986.157227
	Iteration 33Q: 3 clusters Score -2.4034e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163005 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -24033998.000000 Penalty: 5986.157227
	Iteration 34Q: 3 clusters Score -2.4034e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163371 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -24034018.000000 Penalty: 5986.157227
	Iteration 35Q: 3 clusters Score -2.403402e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163703 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -24033948.000000 Penalty: 5986.157227
	Iteration 36Q: 3 clusters Score -2.403395e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164007 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -24033934.000000 Penalty: 5986.157227
	Iteration 37Q: 3 clusters Score -2.403393e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164307 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -24033866.000000 Penalty: 5986.157227
	Iteration 38Q: 3 clusters Score -2.403387e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164606 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -24033904.000000 Penalty: 5986.157227
	Iteration 39Q: 3 clusters Score -2.40339e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164909 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -24033900.000000 Penalty: 5986.157227
	Iteration 40F: 3 clusters Score -2.40339e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165188 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -24033876.000000 Penalty: 5986.157227
	Iteration 41Q: 3 clusters Score -2.403388e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165453 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -24033836.000000 Penalty: 5986.157227
	Iteration 42Q: 3 clusters Score -2.403384e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165698 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -24033866.000000 Penalty: 5986.157227
	Iteration 43Q: 3 clusters Score -2.403387e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165920 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -24033874.000000 Penalty: 5986.157227
	Iteration 44Q: 3 clusters Score -2.403387e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166121 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -24033852.000000 Penalty: 5986.157227
	Iteration 45Q: 3 clusters Score -2.403385e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166307 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -24033840.000000 Penalty: 5986.157227
	Iteration 46Q: 3 clusters Score -2.403384e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166496 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -24033788.000000 Penalty: 5986.157227
	Iteration 47Q: 3 clusters Score -2.403379e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166676 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -24033808.000000 Penalty: 5986.157227
	Iteration 48Q: 3 clusters Score -2.403381e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166832 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -24033820.000000 Penalty: 5986.157227
	Iteration 49Q: 3 clusters Score -2.403382e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167006 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -24033830.000000 Penalty: 5986.157227
	Iteration 50Q: 3 clusters Score -2.403383e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167164 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -24033850.000000 Penalty: 5986.157227
	Iteration 51Q: 3 clusters Score -2.403385e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167305 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -24033862.000000 Penalty: 5986.157227
	Iteration 52Q: 3 clusters Score -2.403386e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -24033838.000000 Penalty: 5986.157227
	Iteration 53Q: 3 clusters Score -2.403384e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167593 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -24033790.000000 Penalty: 5986.157227
	Iteration 54Q: 3 clusters Score -2.403379e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167730 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -24033832.000000 Penalty: 5986.157227
	Iteration 55Q: 3 clusters Score -2.403383e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167862 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -24033804.000000 Penalty: 5986.157227
	Iteration 56Q: 3 clusters Score -2.40338e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168020 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -24033722.000000 Penalty: 5986.157227
	Iteration 57Q: 3 clusters Score -2.403372e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168186 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -24033704.000000 Penalty: 5986.157227
	Iteration 58Q: 3 clusters Score -2.40337e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168340 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -24033704.000000 Penalty: 5986.157227
	Iteration 59Q: 3 clusters Score -2.40337e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168505 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -24033682.000000 Penalty: 5986.157227
	Iteration 60F: 3 clusters Score -2.403368e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168656 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -24033622.000000 Penalty: 5986.157227
	Iteration 61Q: 3 clusters Score -2.403362e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168817 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -24033636.000000 Penalty: 5986.157227
	Iteration 62Q: 3 clusters Score -2.403364e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168944 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -24033628.000000 Penalty: 5986.157227
	Iteration 63Q: 3 clusters Score -2.403363e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169064 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -24033606.000000 Penalty: 5986.157227
	Iteration 64Q: 3 clusters Score -2.403361e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -24033602.000000 Penalty: 5986.157227
	Iteration 65Q: 3 clusters Score -2.40336e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169283 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -24033566.000000 Penalty: 5986.157227
	Iteration 66Q: 3 clusters Score -2.403357e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169379 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -24033532.000000 Penalty: 5986.157227
	Iteration 67Q: 3 clusters Score -2.403353e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169466 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -24033572.000000 Penalty: 5986.157227
	Iteration 68Q: 3 clusters Score -2.403357e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -24033584.000000 Penalty: 5986.157227
	Iteration 69Q: 3 clusters Score -2.403358e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169623 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -24033546.000000 Penalty: 5986.157227
	Iteration 70Q: 3 clusters Score -2.403355e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169697 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -24033582.000000 Penalty: 5986.157227
	Iteration 71Q: 3 clusters Score -2.403358e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169760 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -24033550.000000 Penalty: 5986.157227
	Iteration 72Q: 3 clusters Score -2.403355e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169810 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -24033564.000000 Penalty: 5986.157227
	Iteration 73Q: 3 clusters Score -2.403356e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169859 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -24033552.000000 Penalty: 5986.157227
	Iteration 74Q: 3 clusters Score -2.403355e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169913 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -24033544.000000 Penalty: 5986.157227
	Iteration 75Q: 3 clusters Score -2.403354e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169959 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -24033566.000000 Penalty: 5986.157227
	Iteration 76Q: 3 clusters Score -2.403357e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170007 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -24033548.000000 Penalty: 5986.157227
	Iteration 77Q: 3 clusters Score -2.403355e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170045 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -24033556.000000 Penalty: 5986.157227
	Iteration 78Q: 3 clusters Score -2.403356e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170086 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -24033542.000000 Penalty: 5986.157227
	Iteration 79Q: 3 clusters Score -2.403354e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170126 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -24033554.000000 Penalty: 5986.157227
	Iteration 80F: 3 clusters Score -2.403355e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170163 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -24033548.000000 Penalty: 5986.157227
	Iteration 81Q: 3 clusters Score -2.403355e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170201 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -24033530.000000 Penalty: 5986.157227
	Iteration 82Q: 3 clusters Score -2.403353e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -24033570.000000 Penalty: 5986.157227
	Iteration 83Q: 3 clusters Score -2.403357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170262 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -24033550.000000 Penalty: 5986.157227
	Iteration 84Q: 3 clusters Score -2.403355e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170290 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -24033576.000000 Penalty: 5986.157227
	Iteration 85Q: 3 clusters Score -2.403358e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170328 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -24033558.000000 Penalty: 5986.157227
	Iteration 86Q: 3 clusters Score -2.403356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -24033576.000000 Penalty: 5986.157227
	Iteration 87Q: 3 clusters Score -2.403358e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170395 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -24033550.000000 Penalty: 5986.157227
	Iteration 88Q: 3 clusters Score -2.403355e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170423 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -24033570.000000 Penalty: 5986.157227
	Iteration 89Q: 3 clusters Score -2.403357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170450 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -24033576.000000 Penalty: 5986.157227
	Iteration 90Q: 3 clusters Score -2.403358e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170487 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -24033570.000000 Penalty: 5986.157227
	Iteration 91Q: 3 clusters Score -2.403357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -24033572.000000 Penalty: 5986.157227
	Iteration 92Q: 3 clusters Score -2.403357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170549 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -24033580.000000 Penalty: 5986.157227
	Iteration 93Q: 3 clusters Score -2.403358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170572 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -24033612.000000 Penalty: 5986.157227
	Iteration 94Q: 3 clusters Score -2.403361e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170596 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -24033632.000000 Penalty: 5986.157227
	Iteration 95Q: 3 clusters Score -2.403363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170627 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -24033618.000000 Penalty: 5986.157227
	Iteration 96Q: 3 clusters Score -2.403362e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -24033602.000000 Penalty: 5986.157227
	Iteration 97Q: 3 clusters Score -2.40336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170673 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -24033588.000000 Penalty: 5986.157227
	Iteration 98Q: 3 clusters Score -2.403359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170699 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -24033578.000000 Penalty: 5986.157227
	Iteration 99Q: 3 clusters Score -2.403358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -24033558.000000 Penalty: 5986.157227
	Iteration 100F: 3 clusters Score -2.403356e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170750 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -24033556.000000 Penalty: 5986.157227
	Iteration 101Q: 3 clusters Score -2.403356e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170778 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -24033534.000000 Penalty: 5986.157227
	Iteration 102Q: 3 clusters Score -2.403353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170801 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -24033536.000000 Penalty: 5986.157227
	Iteration 103Q: 3 clusters Score -2.403354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170828 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -24033538.000000 Penalty: 5986.157227
	Iteration 104Q: 3 clusters Score -2.403354e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170858 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -24033494.000000 Penalty: 5986.157227
	Iteration 105Q: 3 clusters Score -2.403349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170882 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -24033508.000000 Penalty: 5986.157227
	Iteration 106Q: 3 clusters Score -2.403351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170902 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -24033468.000000 Penalty: 5986.157227
	Iteration 107Q: 3 clusters Score -2.403347e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170924 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -24033484.000000 Penalty: 5986.157227
	Iteration 108Q: 3 clusters Score -2.403348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170934 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -24033486.000000 Penalty: 5986.157227
	Iteration 109Q: 3 clusters Score -2.403349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -24033498.000000 Penalty: 5986.157227
	Iteration 110Q: 3 clusters Score -2.40335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170947 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -24033498.000000 Penalty: 5986.157227
	Iteration 111Q: 3 clusters Score -2.40335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170951 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -24033494.000000 Penalty: 5986.157227
	Iteration 112Q: 3 clusters Score -2.403349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170954 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -24033474.000000 Penalty: 5986.157227
	Iteration 113Q: 3 clusters Score -2.403347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170957 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -24033458.000000 Penalty: 5986.157227
	Iteration 114Q: 3 clusters Score -2.403346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170963 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -24033470.000000 Penalty: 5986.157227
	Iteration 115Q: 3 clusters Score -2.403347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170970 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -24033468.000000 Penalty: 5986.157227
	Iteration 116Q: 3 clusters Score -2.403347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170977 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -24033458.000000 Penalty: 5986.157227
	Iteration 117Q: 3 clusters Score -2.403346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170980 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -24033452.000000 Penalty: 5986.157227
	Iteration 118Q: 3 clusters Score -2.403345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170984 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -24033450.000000 Penalty: 5986.157227
	Iteration 119Q: 3 clusters Score -2.403345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -24033456.000000 Penalty: 5986.157227
	Iteration 120F: 3 clusters Score -2.403346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170988 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -24033448.000000 Penalty: 5986.157227
	Iteration 121Q: 3 clusters Score -2.403345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -24033452.000000 Penalty: 5986.157227
	Iteration 122Q: 3 clusters Score -2.403345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170990 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -24033442.000000 Penalty: 5986.157227
	Iteration 123Q: 3 clusters Score -2.403344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170990 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -24033442.000000 Penalty: 5986.157227
	Iteration 124F: 3 clusters Score -2.403344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152483 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90310 members 
Mstep: Class 4 contains 158767 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37217 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103512 members 
Mstep: Class 9 contains 44596 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149383 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454672.000000 Penalty: 72024.632812
Iteration 199Q: 22 clusters Score -1.374547e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90306 members 
Mstep: Class 4 contains 158770 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37217 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103509 members 
Mstep: Class 9 contains 44598 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149384 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31904 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454656.000000 Penalty: 72024.632812
Iteration 200F: 22 clusters Score -1.374547e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152486 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90303 members 
Mstep: Class 4 contains 158772 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37217 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103504 members 
Mstep: Class 9 contains 44599 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53411 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149389 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31904 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 22 contains 174356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454752.000000 Penalty: 72024.632812
Iteration 201Q: 22 clusters Score -1.374548e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90303 members 
Mstep: Class 4 contains 158773 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37217 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103499 members 
Mstep: Class 9 contains 44600 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149389 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31903 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454640.000000 Penalty: 72024.632812
Iteration 202Q: 22 clusters Score -1.374546e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152482 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90301 members 
Mstep: Class 4 contains 158775 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37215 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103496 members 
Mstep: Class 9 contains 44604 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149391 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31902 members 
Mstep: Class 20 contains 3909 members 
Mstep: Class 22 contains 174364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454640.000000 Penalty: 72024.632812
Iteration 203Q: 22 clusters Score -1.374546e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90300 members 
Mstep: Class 4 contains 158774 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37213 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103490 members 
Mstep: Class 9 contains 44608 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53412 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149396 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31899 members 
Mstep: Class 20 contains 3909 members 
Mstep: Class 22 contains 174370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454496.000000 Penalty: 72024.632812
Iteration 204Q: 22 clusters Score -1.374545e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90297 members 
Mstep: Class 4 contains 158782 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37212 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103486 members 
Mstep: Class 9 contains 44610 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53412 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149400 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31899 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454448.000000 Penalty: 72024.632812
Iteration 205Q: 22 clusters Score -1.374544e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90296 members 
Mstep: Class 4 contains 158790 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37211 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103480 members 
Mstep: Class 9 contains 44611 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53412 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149404 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31899 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454576.000000 Penalty: 72024.632812
Iteration 206Q: 22 clusters Score -1.374546e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152480 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90294 members 
Mstep: Class 4 contains 158782 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37209 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103477 members 
Mstep: Class 9 contains 44614 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53412 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149416 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31899 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454528.000000 Penalty: 72024.632812
Iteration 207Q: 22 clusters Score -1.374545e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152480 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90293 members 
Mstep: Class 4 contains 158776 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37209 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103471 members 
Mstep: Class 9 contains 44616 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53412 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149424 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31899 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454544.000000 Penalty: 72024.632812
Iteration 208Q: 22 clusters Score -1.374545e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152476 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90292 members 
Mstep: Class 4 contains 158782 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103464 members 
Mstep: Class 9 contains 44618 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53412 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149429 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454576.000000 Penalty: 72024.632812
Iteration 209Q: 22 clusters Score -1.374546e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152478 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90289 members 
Mstep: Class 4 contains 158788 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37206 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103456 members 
Mstep: Class 9 contains 44621 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149428 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454544.000000 Penalty: 72024.632812
Iteration 210Q: 22 clusters Score -1.374545e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90287 members 
Mstep: Class 4 contains 158789 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37206 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103453 members 
Mstep: Class 9 contains 44623 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149429 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454512.000000 Penalty: 72024.632812
Iteration 211Q: 22 clusters Score -1.374545e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90284 members 
Mstep: Class 4 contains 158795 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37205 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103444 members 
Mstep: Class 9 contains 44625 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149429 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454512.000000 Penalty: 72024.632812
Iteration 212Q: 22 clusters Score -1.374545e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152480 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90282 members 
Mstep: Class 4 contains 158790 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37206 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103440 members 
Mstep: Class 9 contains 44627 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149432 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454528.000000 Penalty: 72024.632812
Iteration 213Q: 22 clusters Score -1.374545e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90283 members 
Mstep: Class 4 contains 158792 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37206 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103436 members 
Mstep: Class 9 contains 44627 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149434 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454560.000000 Penalty: 72024.632812
Iteration 214Q: 22 clusters Score -1.374546e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90284 members 
Mstep: Class 4 contains 158792 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37206 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103432 members 
Mstep: Class 9 contains 44626 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149436 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454480.000000 Penalty: 72024.632812
Iteration 215Q: 22 clusters Score -1.374545e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90285 members 
Mstep: Class 4 contains 158791 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37206 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103429 members 
Mstep: Class 9 contains 44626 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149439 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454512.000000 Penalty: 72024.632812
Iteration 216Q: 22 clusters Score -1.374545e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90285 members 
Mstep: Class 4 contains 158787 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37206 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103428 members 
Mstep: Class 9 contains 44626 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149443 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454448.000000 Penalty: 72024.632812
Iteration 217Q: 22 clusters Score -1.374544e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90284 members 
Mstep: Class 4 contains 158781 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103424 members 
Mstep: Class 9 contains 44626 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53414 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149450 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454416.000000 Penalty: 72024.632812
Iteration 218Q: 22 clusters Score -1.374544e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152476 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90284 members 
Mstep: Class 4 contains 158780 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37205 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103420 members 
Mstep: Class 9 contains 44627 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53415 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149454 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454448.000000 Penalty: 72024.632812
Iteration 219Q: 22 clusters Score -1.374544e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152474 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90282 members 
Mstep: Class 4 contains 158782 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37204 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103417 members 
Mstep: Class 9 contains 44627 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53417 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149458 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454448.000000 Penalty: 72024.632812
Iteration 220F: 22 clusters Score -1.374544e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152472 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90282 members 
Mstep: Class 4 contains 158782 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37202 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103414 members 
Mstep: Class 9 contains 44629 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53419 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149465 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454432.000000 Penalty: 72024.632812
Iteration 221Q: 22 clusters Score -1.374544e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90282 members 
Mstep: Class 4 contains 158780 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37201 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103410 members 
Mstep: Class 9 contains 44631 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149469 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454400.000000 Penalty: 72024.632812
Iteration 222Q: 22 clusters Score -1.374544e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90281 members 
Mstep: Class 4 contains 158781 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37200 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103408 members 
Mstep: Class 9 contains 44634 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53422 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149469 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454400.000000 Penalty: 72024.632812
Iteration 223Q: 22 clusters Score -1.374544e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152479 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90281 members 
Mstep: Class 4 contains 158776 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37198 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103406 members 
Mstep: Class 9 contains 44633 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53424 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149476 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454416.000000 Penalty: 72024.632812
Iteration 224Q: 22 clusters Score -1.374544e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90281 members 
Mstep: Class 4 contains 158774 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37198 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103403 members 
Mstep: Class 9 contains 44634 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53422 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149481 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454384.000000 Penalty: 72024.632812
Iteration 225Q: 22 clusters Score -1.374544e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152479 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90282 members 
Mstep: Class 4 contains 158770 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37197 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103399 members 
Mstep: Class 9 contains 44635 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 53422 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149486 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31897 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454432.000000 Penalty: 72024.632812
Iteration 226Q: 22 clusters Score -1.374544e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152480 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90282 members 
Mstep: Class 4 contains 158764 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37196 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103396 members 
Mstep: Class 9 contains 44637 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 15 contains 53422 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149491 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31896 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 22 contains 174380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454448.000000 Penalty: 72024.632812
Iteration 227Q: 22 clusters Score -1.374544e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90282 members 
Mstep: Class 4 contains 158767 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37195 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103390 members 
Mstep: Class 9 contains 44637 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3410 members 
Mstep: Class 15 contains 53422 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149492 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31895 members 
Mstep: Class 20 contains 3909 members 
Mstep: Class 22 contains 174381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454464.000000 Penalty: 72024.632812
Iteration 228Q: 22 clusters Score -1.374545e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152482 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90281 members 
Mstep: Class 4 contains 158765 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37195 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103390 members 
Mstep: Class 9 contains 44638 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1098 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3411 members 
Mstep: Class 15 contains 53422 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149492 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31895 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454528.000000 Penalty: 72024.632812
Iteration 229Q: 22 clusters Score -1.374545e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90281 members 
Mstep: Class 4 contains 158764 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37195 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103390 members 
Mstep: Class 9 contains 44638 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3414 members 
Mstep: Class 15 contains 53422 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149489 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31894 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454512.000000 Penalty: 72024.632812
Iteration 230Q: 22 clusters Score -1.374545e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90281 members 
Mstep: Class 4 contains 158763 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37195 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103390 members 
Mstep: Class 9 contains 44638 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3416 members 
Mstep: Class 15 contains 53422 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149490 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31893 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454480.000000 Penalty: 72024.632812
Iteration 231Q: 22 clusters Score -1.374545e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152487 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90281 members 
Mstep: Class 4 contains 158760 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37195 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103390 members 
Mstep: Class 9 contains 44638 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3417 members 
Mstep: Class 15 contains 53422 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149490 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31891 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454464.000000 Penalty: 72024.632812
Iteration 232Q: 22 clusters Score -1.374545e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90280 members 
Mstep: Class 4 contains 158757 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37195 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103390 members 
Mstep: Class 9 contains 44639 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3420 members 
Mstep: Class 15 contains 53422 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149491 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454448.000000 Penalty: 72024.632812
Iteration 233Q: 22 clusters Score -1.374544e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152487 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90281 members 
Mstep: Class 4 contains 158755 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37195 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103389 members 
Mstep: Class 9 contains 44640 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3421 members 
Mstep: Class 15 contains 53423 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149489 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454480.000000 Penalty: 72024.632812
Iteration 234Q: 22 clusters Score -1.374545e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152487 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90281 members 
Mstep: Class 4 contains 158750 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37194 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103389 members 
Mstep: Class 9 contains 44641 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3421 members 
Mstep: Class 15 contains 53424 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149491 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454464.000000 Penalty: 72024.632812
Iteration 235Q: 22 clusters Score -1.374545e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90281 members 
Mstep: Class 4 contains 158748 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37193 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103389 members 
Mstep: Class 9 contains 44644 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 53424 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149492 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31888 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454480.000000 Penalty: 72024.632812
Iteration 236Q: 22 clusters Score -1.374545e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152482 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90280 members 
Mstep: Class 4 contains 158749 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37192 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44647 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3424 members 
Mstep: Class 15 contains 53424 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149492 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454416.000000 Penalty: 72024.632812
Iteration 237Q: 22 clusters Score -1.374544e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90280 members 
Mstep: Class 4 contains 158746 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37190 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3426 members 
Mstep: Class 15 contains 53424 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149492 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454400.000000 Penalty: 72024.632812
Iteration 238Q: 22 clusters Score -1.374544e+08 nChanged 8
Entering ConstructFrom: 
Score: -137454400.000000 Penalty: 72024.632812
Entering ConstructFrom: 
Trying to split cluster 1 (152481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152481 members 
Entering Unmasked Estep 
Score: -21068474.000000 Penalty: 2959.829346
	Iteration 0F: 2 clusters Score -2.106847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -20968600.000000 Penalty: 5919.658691
	Iteration 0F: 3 clusters Score -2.09686e+07 nChanged 72977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -21010950.000000 Penalty: 5919.658691
	Iteration 1F: 3 clusters Score -2.101095e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -21012114.000000 Penalty: 5919.658691
	Iteration 2Q: 3 clusters Score -2.101211e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 71165 members 
Entering Unmasked Estep 
Score: -21013512.000000 Penalty: 5919.658691
	Iteration 3Q: 3 clusters Score -2.101351e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -21015482.000000 Penalty: 5919.658691
	Iteration 4Q: 3 clusters Score -2.101548e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -21018386.000000 Penalty: 5919.658691
	Iteration 5Q: 3 clusters Score -2.101839e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -21023166.000000 Penalty: 5919.658691
	Iteration 6F: 3 clusters Score -2.102317e+07 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97742 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -21029972.000000 Penalty: 5919.658691
	Iteration 7F: 3 clusters Score -2.102997e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103262 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -21038646.000000 Penalty: 5919.658691
	Iteration 8F: 3 clusters Score -2.103865e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -21046226.000000 Penalty: 5919.658691
	Iteration 9F: 3 clusters Score -2.104623e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110578 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -21050746.000000 Penalty: 5919.658691
	Iteration 10Q: 3 clusters Score -2.105075e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113189 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -21052916.000000 Penalty: 5919.658691
	Iteration 11Q: 3 clusters Score -2.105292e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115597 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -21054062.000000 Penalty: 5919.658691
	Iteration 12Q: 3 clusters Score -2.105406e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117938 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -21055062.000000 Penalty: 5919.658691
	Iteration 13Q: 3 clusters Score -2.105506e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120164 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -21055824.000000 Penalty: 5919.658691
	Iteration 14Q: 3 clusters Score -2.105582e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122268 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -21056586.000000 Penalty: 5919.658691
	Iteration 15Q: 3 clusters Score -2.105659e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124329 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -21057316.000000 Penalty: 5919.658691
	Iteration 16Q: 3 clusters Score -2.105732e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126273 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -21057742.000000 Penalty: 5919.658691
	Iteration 17Q: 3 clusters Score -2.105774e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128197 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -21058298.000000 Penalty: 5919.658691
	Iteration 18Q: 3 clusters Score -2.10583e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130052 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -21058778.000000 Penalty: 5919.658691
	Iteration 19Q: 3 clusters Score -2.105878e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131946 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -21059706.000000 Penalty: 5919.658691
	Iteration 20F: 3 clusters Score -2.105971e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133759 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -21060472.000000 Penalty: 5919.658691
	Iteration 21Q: 3 clusters Score -2.106047e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135571 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -21061210.000000 Penalty: 5919.658691
	Iteration 22Q: 3 clusters Score -2.106121e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137427 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -21061808.000000 Penalty: 5919.658691
	Iteration 23Q: 3 clusters Score -2.106181e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139203 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -21062430.000000 Penalty: 5919.658691
	Iteration 24Q: 3 clusters Score -2.106243e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140891 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -21062944.000000 Penalty: 5919.658691
	Iteration 25Q: 3 clusters Score -2.106294e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142395 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -21063490.000000 Penalty: 5919.658691
	Iteration 26Q: 3 clusters Score -2.106349e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143724 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -21063880.000000 Penalty: 5919.658691
	Iteration 27Q: 3 clusters Score -2.106388e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144924 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -21064246.000000 Penalty: 5919.658691
	Iteration 28Q: 3 clusters Score -2.106425e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145999 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -21064594.000000 Penalty: 5919.658691
	Iteration 29Q: 3 clusters Score -2.106459e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146947 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -21064722.000000 Penalty: 5919.658691
	Iteration 30Q: 3 clusters Score -2.106472e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147746 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -21064902.000000 Penalty: 5919.658691
	Iteration 31Q: 3 clusters Score -2.10649e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -21065108.000000 Penalty: 5919.658691
	Iteration 32Q: 3 clusters Score -2.106511e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148898 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -21065270.000000 Penalty: 5919.658691
	Iteration 33Q: 3 clusters Score -2.106527e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149282 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -21065384.000000 Penalty: 5919.658691
	Iteration 34Q: 3 clusters Score -2.106538e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149605 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -21065456.000000 Penalty: 5919.658691
	Iteration 35Q: 3 clusters Score -2.106546e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149873 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -21065452.000000 Penalty: 5919.658691
	Iteration 36Q: 3 clusters Score -2.106545e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150116 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -21065512.000000 Penalty: 5919.658691
	Iteration 37Q: 3 clusters Score -2.106551e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150304 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -21065556.000000 Penalty: 5919.658691
	Iteration 38Q: 3 clusters Score -2.106556e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -21065606.000000 Penalty: 5919.658691
	Iteration 39Q: 3 clusters Score -2.106561e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150584 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -21065676.000000 Penalty: 5919.658691
	Iteration 40F: 3 clusters Score -2.106568e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150709 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -21065752.000000 Penalty: 5919.658691
	Iteration 41Q: 3 clusters Score -2.106575e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150810 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -21065786.000000 Penalty: 5919.658691
	Iteration 42Q: 3 clusters Score -2.106579e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150893 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21065800.000000 Penalty: 5919.658691
	Iteration 43Q: 3 clusters Score -2.10658e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150967 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -21065814.000000 Penalty: 5919.658691
	Iteration 44Q: 3 clusters Score -2.106581e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151026 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -21065860.000000 Penalty: 5919.658691
	Iteration 45Q: 3 clusters Score -2.106586e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21065908.000000 Penalty: 5919.658691
	Iteration 46Q: 3 clusters Score -2.106591e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151130 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -21065958.000000 Penalty: 5919.658691
	Iteration 47Q: 3 clusters Score -2.106596e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151181 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -21065984.000000 Penalty: 5919.658691
	Iteration 48Q: 3 clusters Score -2.106598e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151217 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -21065998.000000 Penalty: 5919.658691
	Iteration 49Q: 3 clusters Score -2.1066e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151262 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21066026.000000 Penalty: 5919.658691
	Iteration 50Q: 3 clusters Score -2.106603e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151295 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -21066020.000000 Penalty: 5919.658691
	Iteration 51Q: 3 clusters Score -2.106602e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151318 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -21066018.000000 Penalty: 5919.658691
	Iteration 52Q: 3 clusters Score -2.106602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -21066044.000000 Penalty: 5919.658691
	Iteration 53Q: 3 clusters Score -2.106604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151344 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -21066064.000000 Penalty: 5919.658691
	Iteration 54Q: 3 clusters Score -2.106606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151349 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -21066084.000000 Penalty: 5919.658691
	Iteration 55Q: 3 clusters Score -2.106608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151350 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -21066086.000000 Penalty: 5919.658691
	Iteration 56Q: 3 clusters Score -2.106609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151360 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -21066088.000000 Penalty: 5919.658691
	Iteration 57Q: 3 clusters Score -2.106609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151369 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21066100.000000 Penalty: 5919.658691
	Iteration 58Q: 3 clusters Score -2.10661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151378 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -21066078.000000 Penalty: 5919.658691
	Iteration 59Q: 3 clusters Score -2.106608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151390 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -21066084.000000 Penalty: 5919.658691
	Iteration 60F: 3 clusters Score -2.106608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151403 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21066100.000000 Penalty: 5919.658691
	Iteration 61Q: 3 clusters Score -2.10661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151415 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -21066106.000000 Penalty: 5919.658691
	Iteration 62Q: 3 clusters Score -2.106611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151427 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21066110.000000 Penalty: 5919.658691
	Iteration 63Q: 3 clusters Score -2.106611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151438 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21066118.000000 Penalty: 5919.658691
	Iteration 64Q: 3 clusters Score -2.106612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151446 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -21066136.000000 Penalty: 5919.658691
	Iteration 65Q: 3 clusters Score -2.106614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151453 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -21066128.000000 Penalty: 5919.658691
	Iteration 66Q: 3 clusters Score -2.106613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151457 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -21066134.000000 Penalty: 5919.658691
	Iteration 67Q: 3 clusters Score -2.106613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151462 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -21066120.000000 Penalty: 5919.658691
	Iteration 68Q: 3 clusters Score -2.106612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151464 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -21066120.000000 Penalty: 5919.658691
	Iteration 69Q: 3 clusters Score -2.106612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151465 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -21066112.000000 Penalty: 5919.658691
	Iteration 70Q: 3 clusters Score -2.106611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151465 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -21066112.000000 Penalty: 5919.658691
	Iteration 71F: 3 clusters Score -2.106611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -79700.468750 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -79700.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78125.625000 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -78125.62 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78474.085938 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -78474.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78703.484375 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -78703.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78893.812500 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -78893.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78978.117188 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -78978.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79034.390625 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -79034.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79107.835938 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -79107.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79225.093750 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -79225.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79393.375000 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -79393.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79567.093750 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -79567.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79634.820312 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -79634.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79702.117188 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -79702.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79744.132812 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -79744.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79753.812500 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -79753.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79778.679688 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -79778.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -79859.195312 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -79859.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79886.343750 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -79886.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -79901.562500 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -79901.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79916.250000 Penalty: 3234.228271
	Iteration 18Q: 3 clusters Score -79916.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79938.515625 Penalty: 3234.228271
	Iteration 19Q: 3 clusters Score -79938.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79968.796875 Penalty: 3234.228271
	Iteration 20F: 3 clusters Score -79968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79988.703125 Penalty: 3234.228271
	Iteration 21Q: 3 clusters Score -79988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79994.046875 Penalty: 3234.228271
	Iteration 22Q: 3 clusters Score -79994.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79997.695312 Penalty: 3234.228271
	Iteration 23Q: 3 clusters Score -79997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79999.218750 Penalty: 3234.228271
	Iteration 24Q: 3 clusters Score -79999.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80000.828125 Penalty: 3234.228271
	Iteration 25Q: 3 clusters Score -80000.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80005.281250 Penalty: 3234.228271
	Iteration 26Q: 3 clusters Score -80005.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -80009.890625 Penalty: 3234.228271
	Iteration 27Q: 3 clusters Score -80009.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80012.570312 Penalty: 3234.228271
	Iteration 28Q: 3 clusters Score -80012.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80012.570312 Penalty: 3234.228271
	Iteration 29F: 3 clusters Score -80012.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 224 members 
Mstep: Class 3 contains 90280 members 
Mstep: Class 4 contains 158744 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44647 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53423 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149495 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 174392 members 
Entering Unmasked Estep 
Score: -137452864.000000 Penalty: 75454.375000
Splitting cluster 2 changes total score from -137454400.000000 to -137452864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (90280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Entering Unmasked Estep 
Score: -12566592.000000 Penalty: 2829.846436
	Iteration 0F: 2 clusters Score -1.256659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -12506121.000000 Penalty: 5659.692871
	Iteration 0F: 3 clusters Score -1.250612e+07 nChanged 42599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -12530524.000000 Penalty: 5659.692871
	Iteration 1F: 3 clusters Score -1.253052e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -12531250.000000 Penalty: 5659.692871
	Iteration 2Q: 3 clusters Score -1.253125e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -12532314.000000 Penalty: 5659.692871
	Iteration 3Q: 3 clusters Score -1.253231e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -12533982.000000 Penalty: 5659.692871
	Iteration 4Q: 3 clusters Score -1.253398e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -12536905.000000 Penalty: 5659.692871
	Iteration 5F: 3 clusters Score -1.25369e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -12542027.000000 Penalty: 5659.692871
	Iteration 6F: 3 clusters Score -1.254203e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -12549125.000000 Penalty: 5659.692871
	Iteration 7F: 3 clusters Score -1.254912e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -12555886.000000 Penalty: 5659.692871
	Iteration 8F: 3 clusters Score -1.255589e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 83342 members 
Entering Unmasked Estep 
Score: -12560439.000000 Penalty: 5659.692871
	Iteration 9F: 3 clusters Score -1.256044e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -12562770.000000 Penalty: 5659.692871
	Iteration 10Q: 3 clusters Score -1.256277e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -12563863.000000 Penalty: 5659.692871
	Iteration 11Q: 3 clusters Score -1.256386e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -12564452.000000 Penalty: 5659.692871
	Iteration 12Q: 3 clusters Score -1.256445e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -12564725.000000 Penalty: 5659.692871
	Iteration 13Q: 3 clusters Score -1.256472e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
Score: -12564900.000000 Penalty: 5659.692871
	Iteration 14Q: 3 clusters Score -1.25649e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 88504 members 
Entering Unmasked Estep 
Score: -12564973.000000 Penalty: 5659.692871
	Iteration 15Q: 3 clusters Score -1.256497e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -12565012.000000 Penalty: 5659.692871
	Iteration 16Q: 3 clusters Score -1.256501e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 88613 members 
Entering Unmasked Estep 
Score: -12565038.000000 Penalty: 5659.692871
	Iteration 17Q: 3 clusters Score -1.256504e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 88633 members 
Entering Unmasked Estep 
Score: -12565046.000000 Penalty: 5659.692871
	Iteration 18Q: 3 clusters Score -1.256505e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 88661 members 
Entering Unmasked Estep 
Score: -12565085.000000 Penalty: 5659.692871
	Iteration 19Q: 3 clusters Score -1.256508e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -12565110.000000 Penalty: 5659.692871
	Iteration 20F: 3 clusters Score -1.256511e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -12565112.000000 Penalty: 5659.692871
	Iteration 21Q: 3 clusters Score -1.256511e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -12565107.000000 Penalty: 5659.692871
	Iteration 22Q: 3 clusters Score -1.256511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -12565122.000000 Penalty: 5659.692871
	Iteration 23Q: 3 clusters Score -1.256512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 88769 members 
Entering Unmasked Estep 
Score: -12565135.000000 Penalty: 5659.692871
	Iteration 24Q: 3 clusters Score -1.256514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -12565137.000000 Penalty: 5659.692871
	Iteration 25Q: 3 clusters Score -1.256514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -12565135.000000 Penalty: 5659.692871
	Iteration 26Q: 3 clusters Score -1.256514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -12565123.000000 Penalty: 5659.692871
	Iteration 27Q: 3 clusters Score -1.256512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 88795 members 
Entering Unmasked Estep 
Score: -12565131.000000 Penalty: 5659.692871
	Iteration 28Q: 3 clusters Score -1.256513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -12565134.000000 Penalty: 5659.692871
	Iteration 29Q: 3 clusters Score -1.256513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -12565131.000000 Penalty: 5659.692871
	Iteration 30Q: 3 clusters Score -1.256513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -12565138.000000 Penalty: 5659.692871
	Iteration 31Q: 3 clusters Score -1.256514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 88821 members 
Entering Unmasked Estep 
Score: -12565126.000000 Penalty: 5659.692871
	Iteration 32Q: 3 clusters Score -1.256513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 88827 members 
Entering Unmasked Estep 
Score: -12565142.000000 Penalty: 5659.692871
	Iteration 33Q: 3 clusters Score -1.256514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 88832 members 
Entering Unmasked Estep 
Score: -12565161.000000 Penalty: 5659.692871
	Iteration 34Q: 3 clusters Score -1.256516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 88839 members 
Entering Unmasked Estep 
Score: -12565151.000000 Penalty: 5659.692871
	Iteration 35Q: 3 clusters Score -1.256515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -12565148.000000 Penalty: 5659.692871
	Iteration 36Q: 3 clusters Score -1.256515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 88848 members 
Entering Unmasked Estep 
Score: -12565152.000000 Penalty: 5659.692871
	Iteration 37Q: 3 clusters Score -1.256515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -12565159.000000 Penalty: 5659.692871
	Iteration 38Q: 3 clusters Score -1.256516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -12565149.000000 Penalty: 5659.692871
	Iteration 39Q: 3 clusters Score -1.256515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -12565152.000000 Penalty: 5659.692871
	Iteration 40F: 3 clusters Score -1.256515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -12565147.000000 Penalty: 5659.692871
	Iteration 41Q: 3 clusters Score -1.256515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -12565150.000000 Penalty: 5659.692871
	Iteration 42Q: 3 clusters Score -1.256515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -12565159.000000 Penalty: 5659.692871
	Iteration 43Q: 3 clusters Score -1.256516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -12565156.000000 Penalty: 5659.692871
	Iteration 44Q: 3 clusters Score -1.256516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -12565157.000000 Penalty: 5659.692871
	Iteration 45Q: 3 clusters Score -1.256516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
Score: -12565158.000000 Penalty: 5659.692871
	Iteration 46Q: 3 clusters Score -1.256516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 88864 members 
Entering Unmasked Estep 
Score: -12565163.000000 Penalty: 5659.692871
	Iteration 47Q: 3 clusters Score -1.256516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -12565163.000000 Penalty: 5659.692871
	Iteration 48Q: 3 clusters Score -1.256516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -12565161.000000 Penalty: 5659.692871
	Iteration 49Q: 3 clusters Score -1.256516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -12565164.000000 Penalty: 5659.692871
	Iteration 50Q: 3 clusters Score -1.256516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -12565168.000000 Penalty: 5659.692871
	Iteration 51Q: 3 clusters Score -1.256517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -12565165.000000 Penalty: 5659.692871
	Iteration 52Q: 3 clusters Score -1.256516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -12565163.000000 Penalty: 5659.692871
	Iteration 53Q: 3 clusters Score -1.256516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -12565165.000000 Penalty: 5659.692871
	Iteration 54Q: 3 clusters Score -1.256516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -12565168.000000 Penalty: 5659.692871
	Iteration 55Q: 3 clusters Score -1.256517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -12565168.000000 Penalty: 5659.692871
	Iteration 56F: 3 clusters Score -1.256517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158744 members 
Entering Unmasked Estep 
Score: -21856980.000000 Penalty: 2969.812012
	Iteration 0F: 2 clusters Score -2.185698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -21753460.000000 Penalty: 5939.624023
	Iteration 0F: 3 clusters Score -2.175346e+07 nChanged 76374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -21797872.000000 Penalty: 5939.624023
	Iteration 1F: 3 clusters Score -2.179787e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -21799214.000000 Penalty: 5939.624023
	Iteration 2Q: 3 clusters Score -2.179921e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -21800778.000000 Penalty: 5939.624023
	Iteration 3Q: 3 clusters Score -2.180078e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -21802838.000000 Penalty: 5939.624023
	Iteration 4Q: 3 clusters Score -2.180284e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -21806054.000000 Penalty: 5939.624023
	Iteration 5Q: 3 clusters Score -2.180605e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 89508 members 
Entering Unmasked Estep 
Score: -21810730.000000 Penalty: 5939.624023
	Iteration 6F: 3 clusters Score -2.181073e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -21817424.000000 Penalty: 5939.624023
	Iteration 7F: 3 clusters Score -2.181742e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 97453 members 
Entering Unmasked Estep 
Score: -21825060.000000 Penalty: 5939.624023
	Iteration 8F: 3 clusters Score -2.182506e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -21832446.000000 Penalty: 5939.624023
	Iteration 9F: 3 clusters Score -2.183245e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -21837088.000000 Penalty: 5939.624023
	Iteration 10F: 3 clusters Score -2.183709e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 105928 members 
Entering Unmasked Estep 
Score: -21839206.000000 Penalty: 5939.624023
	Iteration 11Q: 3 clusters Score -2.183921e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 107944 members 
Entering Unmasked Estep 
Score: -21840424.000000 Penalty: 5939.624023
	Iteration 12Q: 3 clusters Score -2.184042e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 109946 members 
Entering Unmasked Estep 
Score: -21841196.000000 Penalty: 5939.624023
	Iteration 13Q: 3 clusters Score -2.18412e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 111874 members 
Entering Unmasked Estep 
Score: -21842056.000000 Penalty: 5939.624023
	Iteration 14Q: 3 clusters Score -2.184206e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 113849 members 
Entering Unmasked Estep 
Score: -21842958.000000 Penalty: 5939.624023
	Iteration 15Q: 3 clusters Score -2.184296e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 115836 members 
Entering Unmasked Estep 
Score: -21843784.000000 Penalty: 5939.624023
	Iteration 16Q: 3 clusters Score -2.184378e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 117708 members 
Entering Unmasked Estep 
Score: -21844574.000000 Penalty: 5939.624023
	Iteration 17Q: 3 clusters Score -2.184457e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 119515 members 
Entering Unmasked Estep 
Score: -21845238.000000 Penalty: 5939.624023
	Iteration 18Q: 3 clusters Score -2.184524e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 121262 members 
Entering Unmasked Estep 
Score: -21845964.000000 Penalty: 5939.624023
	Iteration 19Q: 3 clusters Score -2.184596e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 122878 members 
Entering Unmasked Estep 
Score: -21846636.000000 Penalty: 5939.624023
	Iteration 20F: 3 clusters Score -2.184664e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 124442 members 
Entering Unmasked Estep 
Score: -21847168.000000 Penalty: 5939.624023
	Iteration 21Q: 3 clusters Score -2.184717e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 125942 members 
Entering Unmasked Estep 
Score: -21847612.000000 Penalty: 5939.624023
	Iteration 22Q: 3 clusters Score -2.184761e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 127374 members 
Entering Unmasked Estep 
Score: -21848032.000000 Penalty: 5939.624023
	Iteration 23Q: 3 clusters Score -2.184803e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 128749 members 
Entering Unmasked Estep 
Score: -21848422.000000 Penalty: 5939.624023
	Iteration 24Q: 3 clusters Score -2.184842e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 130133 members 
Entering Unmasked Estep 
Score: -21848976.000000 Penalty: 5939.624023
	Iteration 25Q: 3 clusters Score -2.184898e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 131505 members 
Entering Unmasked Estep 
Score: -21849466.000000 Penalty: 5939.624023
	Iteration 26Q: 3 clusters Score -2.184947e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 132943 members 
Entering Unmasked Estep 
Score: -21850022.000000 Penalty: 5939.624023
	Iteration 27Q: 3 clusters Score -2.185002e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 134445 members 
Entering Unmasked Estep 
Score: -21850562.000000 Penalty: 5939.624023
	Iteration 28Q: 3 clusters Score -2.185056e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -21850944.000000 Penalty: 5939.624023
	Iteration 29Q: 3 clusters Score -2.185094e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 137894 members 
Entering Unmasked Estep 
Score: -21851412.000000 Penalty: 5939.624023
	Iteration 30Q: 3 clusters Score -2.185141e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 139770 members 
Entering Unmasked Estep 
Score: -21851908.000000 Penalty: 5939.624023
	Iteration 31Q: 3 clusters Score -2.185191e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 141739 members 
Entering Unmasked Estep 
Score: -21852352.000000 Penalty: 5939.624023
	Iteration 32Q: 3 clusters Score -2.185235e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 143730 members 
Entering Unmasked Estep 
Score: -21852896.000000 Penalty: 5939.624023
	Iteration 33Q: 3 clusters Score -2.18529e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 145663 members 
Entering Unmasked Estep 
Score: -21853292.000000 Penalty: 5939.624023
	Iteration 34Q: 3 clusters Score -2.185329e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -21853486.000000 Penalty: 5939.624023
	Iteration 35Q: 3 clusters Score -2.185349e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 149042 members 
Entering Unmasked Estep 
Score: -21853678.000000 Penalty: 5939.624023
	Iteration 36Q: 3 clusters Score -2.185368e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 150501 members 
Entering Unmasked Estep 
Score: -21853898.000000 Penalty: 5939.624023
	Iteration 37Q: 3 clusters Score -2.18539e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 151814 members 
Entering Unmasked Estep 
Score: -21854100.000000 Penalty: 5939.624023
	Iteration 38Q: 3 clusters Score -2.18541e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -21854330.000000 Penalty: 5939.624023
	Iteration 39Q: 3 clusters Score -2.185433e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 153806 members 
Entering Unmasked Estep 
Score: -21854470.000000 Penalty: 5939.624023
	Iteration 40F: 3 clusters Score -2.185447e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 154579 members 
Entering Unmasked Estep 
Score: -21854564.000000 Penalty: 5939.624023
	Iteration 41Q: 3 clusters Score -2.185456e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 155174 members 
Entering Unmasked Estep 
Score: -21854720.000000 Penalty: 5939.624023
	Iteration 42Q: 3 clusters Score -2.185472e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -21854860.000000 Penalty: 5939.624023
	Iteration 43Q: 3 clusters Score -2.185486e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -21854926.000000 Penalty: 5939.624023
	Iteration 44Q: 3 clusters Score -2.185493e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 156311 members 
Entering Unmasked Estep 
Score: -21854988.000000 Penalty: 5939.624023
	Iteration 45Q: 3 clusters Score -2.185499e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 156507 members 
Entering Unmasked Estep 
Score: -21855014.000000 Penalty: 5939.624023
	Iteration 46Q: 3 clusters Score -2.185501e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 156665 members 
Entering Unmasked Estep 
Score: -21855036.000000 Penalty: 5939.624023
	Iteration 47Q: 3 clusters Score -2.185504e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 156805 members 
Entering Unmasked Estep 
Score: -21854994.000000 Penalty: 5939.624023
	Iteration 48Q: 3 clusters Score -2.185499e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 156910 members 
Entering Unmasked Estep 
Score: -21854976.000000 Penalty: 5939.624023
	Iteration 49Q: 3 clusters Score -2.185498e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 156998 members 
Entering Unmasked Estep 
Score: -21855020.000000 Penalty: 5939.624023
	Iteration 50Q: 3 clusters Score -2.185502e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 157078 members 
Entering Unmasked Estep 
Score: -21855028.000000 Penalty: 5939.624023
	Iteration 51Q: 3 clusters Score -2.185503e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 157137 members 
Entering Unmasked Estep 
Score: -21855078.000000 Penalty: 5939.624023
	Iteration 52Q: 3 clusters Score -2.185508e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 157184 members 
Entering Unmasked Estep 
Score: -21855104.000000 Penalty: 5939.624023
	Iteration 53Q: 3 clusters Score -2.18551e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 157230 members 
Entering Unmasked Estep 
Score: -21855094.000000 Penalty: 5939.624023
	Iteration 54Q: 3 clusters Score -2.185509e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 157269 members 
Entering Unmasked Estep 
Score: -21855114.000000 Penalty: 5939.624023
	Iteration 55Q: 3 clusters Score -2.185511e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 157296 members 
Entering Unmasked Estep 
Score: -21855112.000000 Penalty: 5939.624023
	Iteration 56Q: 3 clusters Score -2.185511e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 157320 members 
Entering Unmasked Estep 
Score: -21855114.000000 Penalty: 5939.624023
	Iteration 57Q: 3 clusters Score -2.185511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 157344 members 
Entering Unmasked Estep 
Score: -21855122.000000 Penalty: 5939.624023
	Iteration 58Q: 3 clusters Score -2.185512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 157360 members 
Entering Unmasked Estep 
Score: -21855124.000000 Penalty: 5939.624023
	Iteration 59Q: 3 clusters Score -2.185512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 157367 members 
Entering Unmasked Estep 
Score: -21855122.000000 Penalty: 5939.624023
	Iteration 60F: 3 clusters Score -2.185512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 157373 members 
Entering Unmasked Estep 
Score: -21855134.000000 Penalty: 5939.624023
	Iteration 61Q: 3 clusters Score -2.185513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 157375 members 
Entering Unmasked Estep 
Score: -21855124.000000 Penalty: 5939.624023
	Iteration 62Q: 3 clusters Score -2.185512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 157377 members 
Entering Unmasked Estep 
Score: -21855138.000000 Penalty: 5939.624023
	Iteration 63Q: 3 clusters Score -2.185514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 157377 members 
Entering Unmasked Estep 
Score: -21855138.000000 Penalty: 5939.624023
	Iteration 64F: 3 clusters Score -2.185514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -569127.250000 Penalty: 2074.917480
	Iteration 0F: 2 clusters Score -569127.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -565077.875000 Penalty: 4149.834961
	Iteration 0F: 3 clusters Score -565077.9 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -565952.437500 Penalty: 4149.834961
	Iteration 1F: 3 clusters Score -565952.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -566196.500000 Penalty: 4149.834961
	Iteration 2F: 3 clusters Score -566196.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -566367.125000 Penalty: 4149.834961
	Iteration 3Q: 3 clusters Score -566367.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -566501.500000 Penalty: 4149.834961
	Iteration 4Q: 3 clusters Score -566501.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -566630.000000 Penalty: 4149.834961
	Iteration 5Q: 3 clusters Score -566630 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -566742.375000 Penalty: 4149.834961
	Iteration 6Q: 3 clusters Score -566742.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -566832.500000 Penalty: 4149.834961
	Iteration 7Q: 3 clusters Score -566832.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -566934.875000 Penalty: 4149.834961
	Iteration 8Q: 3 clusters Score -566934.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -567029.312500 Penalty: 4149.834961
	Iteration 9Q: 3 clusters Score -567029.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -567127.750000 Penalty: 4149.834961
	Iteration 10Q: 3 clusters Score -567127.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -567210.437500 Penalty: 4149.834961
	Iteration 11Q: 3 clusters Score -567210.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -567290.500000 Penalty: 4149.834961
	Iteration 12Q: 3 clusters Score -567290.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -567351.687500 Penalty: 4149.834961
	Iteration 13Q: 3 clusters Score -567351.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -567416.062500 Penalty: 4149.834961
	Iteration 14Q: 3 clusters Score -567416.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -567453.625000 Penalty: 4149.834961
	Iteration 15Q: 3 clusters Score -567453.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -567486.000000 Penalty: 4149.834961
	Iteration 16Q: 3 clusters Score -567486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -567518.187500 Penalty: 4149.834961
	Iteration 17Q: 3 clusters Score -567518.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -567551.062500 Penalty: 4149.834961
	Iteration 18Q: 3 clusters Score -567551.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -567582.750000 Penalty: 4149.834961
	Iteration 19Q: 3 clusters Score -567582.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -567614.250000 Penalty: 4149.834961
	Iteration 20F: 3 clusters Score -567614.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -567647.312500 Penalty: 4149.834961
	Iteration 21Q: 3 clusters Score -567647.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -567673.562500 Penalty: 4149.834961
	Iteration 22Q: 3 clusters Score -567673.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -567691.250000 Penalty: 4149.834961
	Iteration 23Q: 3 clusters Score -567691.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -567710.000000 Penalty: 4149.834961
	Iteration 24Q: 3 clusters Score -567710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -567734.250000 Penalty: 4149.834961
	Iteration 25Q: 3 clusters Score -567734.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -567754.750000 Penalty: 4149.834961
	Iteration 26Q: 3 clusters Score -567754.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -567772.562500 Penalty: 4149.834961
	Iteration 27Q: 3 clusters Score -567772.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -567779.687500 Penalty: 4149.834961
	Iteration 28Q: 3 clusters Score -567779.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -567786.562500 Penalty: 4149.834961
	Iteration 29Q: 3 clusters Score -567786.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -567790.437500 Penalty: 4149.834961
	Iteration 30Q: 3 clusters Score -567790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -567794.312500 Penalty: 4149.834961
	Iteration 31Q: 3 clusters Score -567794.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -567796.000000 Penalty: 4149.834961
	Iteration 32Q: 3 clusters Score -567796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -567798.187500 Penalty: 4149.834961
	Iteration 33Q: 3 clusters Score -567798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -567800.750000 Penalty: 4149.834961
	Iteration 34Q: 3 clusters Score -567800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -567803.187500 Penalty: 4149.834961
	Iteration 35Q: 3 clusters Score -567803.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -567807.312500 Penalty: 4149.834961
	Iteration 36Q: 3 clusters Score -567807.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -567811.250000 Penalty: 4149.834961
	Iteration 37Q: 3 clusters Score -567811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -567814.562500 Penalty: 4149.834961
	Iteration 38Q: 3 clusters Score -567814.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -567815.687500 Penalty: 4149.834961
	Iteration 39Q: 3 clusters Score -567815.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -567817.187500 Penalty: 4149.834961
	Iteration 40F: 3 clusters Score -567817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -567818.250000 Penalty: 4149.834961
	Iteration 41Q: 3 clusters Score -567818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -567819.687500 Penalty: 4149.834961
	Iteration 42Q: 3 clusters Score -567819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -567820.750000 Penalty: 4149.834961
	Iteration 43Q: 3 clusters Score -567820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -567822.375000 Penalty: 4149.834961
	Iteration 44Q: 3 clusters Score -567822.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -567822.500000 Penalty: 4149.834961
	Iteration 45Q: 3 clusters Score -567822.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -567822.500000 Penalty: 4149.834961
	Iteration 46F: 3 clusters Score -567822.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Entering Unmasked Estep 
Score: -5188764.500000 Penalty: 2609.894531
	Iteration 0F: 2 clusters Score -5188764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -5163344.500000 Penalty: 5219.789062
	Iteration 0F: 3 clusters Score -5163344 nChanged 17118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -5172845.000000 Penalty: 5219.789062
	Iteration 1F: 3 clusters Score -5172845 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -5173441.000000 Penalty: 5219.789062
	Iteration 2Q: 3 clusters Score -5173441 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -5174067.000000 Penalty: 5219.789062
	Iteration 3Q: 3 clusters Score -5174067 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -5174808.000000 Penalty: 5219.789062
	Iteration 4Q: 3 clusters Score -5174808 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -5175756.500000 Penalty: 5219.789062
	Iteration 5F: 3 clusters Score -5175756 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -5177113.500000 Penalty: 5219.789062
	Iteration 6F: 3 clusters Score -5177114 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5178811.500000 Penalty: 5219.789062
	Iteration 7F: 3 clusters Score -5178812 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -5180883.000000 Penalty: 5219.789062
	Iteration 8F: 3 clusters Score -5180883 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -5182635.500000 Penalty: 5219.789062
	Iteration 9F: 3 clusters Score -5182636 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -5183695.000000 Penalty: 5219.789062
	Iteration 10Q: 3 clusters Score -5183695 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -5184200.500000 Penalty: 5219.789062
	Iteration 11Q: 3 clusters Score -5184200 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -5184511.000000 Penalty: 5219.789062
	Iteration 12Q: 3 clusters Score -5184511 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -5184743.000000 Penalty: 5219.789062
	Iteration 13Q: 3 clusters Score -5184743 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -5184896.000000 Penalty: 5219.789062
	Iteration 14Q: 3 clusters Score -5184896 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -5184993.500000 Penalty: 5219.789062
	Iteration 15Q: 3 clusters Score -5184994 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -5185091.000000 Penalty: 5219.789062
	Iteration 16Q: 3 clusters Score -5185091 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -5185175.500000 Penalty: 5219.789062
	Iteration 17Q: 3 clusters Score -5185176 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -5185287.500000 Penalty: 5219.789062
	Iteration 18Q: 3 clusters Score -5185288 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -5185386.500000 Penalty: 5219.789062
	Iteration 19Q: 3 clusters Score -5185386 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -5185454.500000 Penalty: 5219.789062
	Iteration 20F: 3 clusters Score -5185454 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -5185531.000000 Penalty: 5219.789062
	Iteration 21Q: 3 clusters Score -5185531 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -5185617.000000 Penalty: 5219.789062
	Iteration 22Q: 3 clusters Score -5185617 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -5185655.500000 Penalty: 5219.789062
	Iteration 23Q: 3 clusters Score -5185656 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -5185731.000000 Penalty: 5219.789062
	Iteration 24Q: 3 clusters Score -5185731 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -5185769.500000 Penalty: 5219.789062
	Iteration 25Q: 3 clusters Score -5185770 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -5185832.000000 Penalty: 5219.789062
	Iteration 26Q: 3 clusters Score -5185832 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -5185883.000000 Penalty: 5219.789062
	Iteration 27Q: 3 clusters Score -5185883 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -5185949.000000 Penalty: 5219.789062
	Iteration 28Q: 3 clusters Score -5185949 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -5186006.000000 Penalty: 5219.789062
	Iteration 29Q: 3 clusters Score -5186006 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -5186076.000000 Penalty: 5219.789062
	Iteration 30Q: 3 clusters Score -5186076 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -5186132.500000 Penalty: 5219.789062
	Iteration 31Q: 3 clusters Score -5186132 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -5186171.500000 Penalty: 5219.789062
	Iteration 32Q: 3 clusters Score -5186172 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -5186213.000000 Penalty: 5219.789062
	Iteration 33Q: 3 clusters Score -5186213 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -5186255.500000 Penalty: 5219.789062
	Iteration 34Q: 3 clusters Score -5186256 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -5186291.500000 Penalty: 5219.789062
	Iteration 35Q: 3 clusters Score -5186292 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -5186323.500000 Penalty: 5219.789062
	Iteration 36Q: 3 clusters Score -5186324 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -5186341.500000 Penalty: 5219.789062
	Iteration 37Q: 3 clusters Score -5186342 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5186382.500000 Penalty: 5219.789062
	Iteration 38Q: 3 clusters Score -5186382 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -5186416.500000 Penalty: 5219.789062
	Iteration 39Q: 3 clusters Score -5186416 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -5186454.000000 Penalty: 5219.789062
	Iteration 40F: 3 clusters Score -5186454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -5186487.500000 Penalty: 5219.789062
	Iteration 41Q: 3 clusters Score -5186488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -5186500.000000 Penalty: 5219.789062
	Iteration 42Q: 3 clusters Score -5186500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -5186529.500000 Penalty: 5219.789062
	Iteration 43Q: 3 clusters Score -5186530 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -5186535.000000 Penalty: 5219.789062
	Iteration 44Q: 3 clusters Score -5186535 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -5186537.500000 Penalty: 5219.789062
	Iteration 45Q: 3 clusters Score -5186538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -5186546.000000 Penalty: 5219.789062
	Iteration 46Q: 3 clusters Score -5186546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -5186545.500000 Penalty: 5219.789062
	Iteration 47Q: 3 clusters Score -5186546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -5186563.500000 Penalty: 5219.789062
	Iteration 48Q: 3 clusters Score -5186564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -5186574.000000 Penalty: 5219.789062
	Iteration 49Q: 3 clusters Score -5186574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -5186578.000000 Penalty: 5219.789062
	Iteration 50Q: 3 clusters Score -5186578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -5186598.000000 Penalty: 5219.789062
	Iteration 51Q: 3 clusters Score -5186598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -5186611.500000 Penalty: 5219.789062
	Iteration 52Q: 3 clusters Score -5186612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -5186616.000000 Penalty: 5219.789062
	Iteration 53Q: 3 clusters Score -5186616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -5186621.000000 Penalty: 5219.789062
	Iteration 54Q: 3 clusters Score -5186621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -5186647.500000 Penalty: 5219.789062
	Iteration 55Q: 3 clusters Score -5186648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -5186647.000000 Penalty: 5219.789062
	Iteration 56Q: 3 clusters Score -5186647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -5186660.000000 Penalty: 5219.789062
	Iteration 57Q: 3 clusters Score -5186660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -5186670.000000 Penalty: 5219.789062
	Iteration 58Q: 3 clusters Score -5186670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -5186673.500000 Penalty: 5219.789062
	Iteration 59Q: 3 clusters Score -5186674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -5186676.500000 Penalty: 5219.789062
	Iteration 60F: 3 clusters Score -5186676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -5186671.000000 Penalty: 5219.789062
	Iteration 61Q: 3 clusters Score -5186671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -5186677.500000 Penalty: 5219.789062
	Iteration 62Q: 3 clusters Score -5186678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -5186676.000000 Penalty: 5219.789062
	Iteration 63Q: 3 clusters Score -5186676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -5186672.500000 Penalty: 5219.789062
	Iteration 64Q: 3 clusters Score -5186672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -5186680.000000 Penalty: 5219.789062
	Iteration 65Q: 3 clusters Score -5186680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -5186673.500000 Penalty: 5219.789062
	Iteration 66Q: 3 clusters Score -5186674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -5186676.500000 Penalty: 5219.789062
	Iteration 67Q: 3 clusters Score -5186676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -5186689.500000 Penalty: 5219.789062
	Iteration 68Q: 3 clusters Score -5186690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -5186692.000000 Penalty: 5219.789062
	Iteration 69Q: 3 clusters Score -5186692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -5186692.500000 Penalty: 5219.789062
	Iteration 70Q: 3 clusters Score -5186692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -5186690.000000 Penalty: 5219.789062
	Iteration 71Q: 3 clusters Score -5186690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5186694.000000 Penalty: 5219.789062
	Iteration 72Q: 3 clusters Score -5186694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -5186689.000000 Penalty: 5219.789062
	Iteration 73Q: 3 clusters Score -5186689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -5186692.500000 Penalty: 5219.789062
	Iteration 74Q: 3 clusters Score -5186692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -5186691.000000 Penalty: 5219.789062
	Iteration 75Q: 3 clusters Score -5186691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -5186694.500000 Penalty: 5219.789062
	Iteration 76Q: 3 clusters Score -5186694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -5186690.500000 Penalty: 5219.789062
	Iteration 77Q: 3 clusters Score -5186690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -5186693.500000 Penalty: 5219.789062
	Iteration 78Q: 3 clusters Score -5186694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -5186685.500000 Penalty: 5219.789062
	Iteration 79Q: 3 clusters Score -5186686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -5186690.500000 Penalty: 5219.789062
	Iteration 80F: 3 clusters Score -5186690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -5186693.500000 Penalty: 5219.789062
	Iteration 81Q: 3 clusters Score -5186694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -5186699.000000 Penalty: 5219.789062
	Iteration 82Q: 3 clusters Score -5186699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -5186707.500000 Penalty: 5219.789062
	Iteration 83Q: 3 clusters Score -5186708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -5186701.500000 Penalty: 5219.789062
	Iteration 84Q: 3 clusters Score -5186702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -5186710.000000 Penalty: 5219.789062
	Iteration 85Q: 3 clusters Score -5186710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -5186711.500000 Penalty: 5219.789062
	Iteration 86Q: 3 clusters Score -5186712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -5186714.500000 Penalty: 5219.789062
	Iteration 87Q: 3 clusters Score -5186714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -5186720.000000 Penalty: 5219.789062
	Iteration 88Q: 3 clusters Score -5186720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -5186717.000000 Penalty: 5219.789062
	Iteration 89Q: 3 clusters Score -5186717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -5186724.000000 Penalty: 5219.789062
	Iteration 90Q: 3 clusters Score -5186724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -5186729.500000 Penalty: 5219.789062
	Iteration 91Q: 3 clusters Score -5186730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -5186720.000000 Penalty: 5219.789062
	Iteration 92Q: 3 clusters Score -5186720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -5186712.500000 Penalty: 5219.789062
	Iteration 93Q: 3 clusters Score -5186712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -5186717.000000 Penalty: 5219.789062
	Iteration 94Q: 3 clusters Score -5186717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -5186718.500000 Penalty: 5219.789062
	Iteration 95Q: 3 clusters Score -5186718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -5186706.500000 Penalty: 5219.789062
	Iteration 96Q: 3 clusters Score -5186706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -5186715.000000 Penalty: 5219.789062
	Iteration 97Q: 3 clusters Score -5186715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -5186714.500000 Penalty: 5219.789062
	Iteration 98Q: 3 clusters Score -5186714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -5186711.000000 Penalty: 5219.789062
	Iteration 99Q: 3 clusters Score -5186711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -5186711.500000 Penalty: 5219.789062
	Iteration 100F: 3 clusters Score -5186712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -34220.378906 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -34220.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33028.566406 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -33028.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33213.183594 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -33213.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33263.648438 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -33263.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33281.148438 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -33281.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33298.824219 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -33298.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33312.085938 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -33312.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33320.343750 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -33320.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33395.363281 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -33395.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33407.226562 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -33407.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33410.230469 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -33410.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33417.074219 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -33417.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33417.074219 Penalty: 2842.129395
	Iteration 11F: 3 clusters Score -33417.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (103387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103387 members 
Entering Unmasked Estep 
Score: -14343261.000000 Penalty: 2863.466064
	Iteration 0F: 2 clusters Score -1.434326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -14274356.000000 Penalty: 5726.932129
	Iteration 0F: 3 clusters Score -1.427436e+07 nChanged 48928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -14302072.000000 Penalty: 5726.932129
	Iteration 1F: 3 clusters Score -1.430207e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -14302653.000000 Penalty: 5726.932129
	Iteration 2Q: 3 clusters Score -1.430265e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -14303388.000000 Penalty: 5726.932129
	Iteration 3Q: 3 clusters Score -1.430339e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -14304195.000000 Penalty: 5726.932129
	Iteration 4Q: 3 clusters Score -1.43042e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -14305241.000000 Penalty: 5726.932129
	Iteration 5Q: 3 clusters Score -1.430524e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -14306844.000000 Penalty: 5726.932129
	Iteration 6Q: 3 clusters Score -1.430684e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -14309047.000000 Penalty: 5726.932129
	Iteration 7Q: 3 clusters Score -1.430905e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -14312296.000000 Penalty: 5726.932129
	Iteration 8F: 3 clusters Score -1.43123e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -14316865.000000 Penalty: 5726.932129
	Iteration 9F: 3 clusters Score -1.431686e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -14321992.000000 Penalty: 5726.932129
	Iteration 10F: 3 clusters Score -1.432199e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -14326152.000000 Penalty: 5726.932129
	Iteration 11F: 3 clusters Score -1.432615e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -14329038.000000 Penalty: 5726.932129
	Iteration 12Q: 3 clusters Score -1.432904e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -14330901.000000 Penalty: 5726.932129
	Iteration 13Q: 3 clusters Score -1.43309e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -14332320.000000 Penalty: 5726.932129
	Iteration 14Q: 3 clusters Score -1.433232e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -14333618.000000 Penalty: 5726.932129
	Iteration 15Q: 3 clusters Score -1.433362e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91749 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -14334690.000000 Penalty: 5726.932129
	Iteration 16Q: 3 clusters Score -1.433469e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93651 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -14335828.000000 Penalty: 5726.932129
	Iteration 17Q: 3 clusters Score -1.433583e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95320 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -14336775.000000 Penalty: 5726.932129
	Iteration 18Q: 3 clusters Score -1.433678e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -14337647.000000 Penalty: 5726.932129
	Iteration 19Q: 3 clusters Score -1.433765e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -14338364.000000 Penalty: 5726.932129
	Iteration 20F: 3 clusters Score -1.433836e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -14339009.000000 Penalty: 5726.932129
	Iteration 21Q: 3 clusters Score -1.433901e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99755 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -14339426.000000 Penalty: 5726.932129
	Iteration 22Q: 3 clusters Score -1.433943e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -14339711.000000 Penalty: 5726.932129
	Iteration 23Q: 3 clusters Score -1.433971e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -14339978.000000 Penalty: 5726.932129
	Iteration 24Q: 3 clusters Score -1.433998e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101192 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -14340162.000000 Penalty: 5726.932129
	Iteration 25Q: 3 clusters Score -1.434016e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -14340374.000000 Penalty: 5726.932129
	Iteration 26Q: 3 clusters Score -1.434037e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101698 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -14340500.000000 Penalty: 5726.932129
	Iteration 27Q: 3 clusters Score -1.43405e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101890 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -14340662.000000 Penalty: 5726.932129
	Iteration 28Q: 3 clusters Score -1.434066e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102024 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -14340725.000000 Penalty: 5726.932129
	Iteration 29Q: 3 clusters Score -1.434072e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -14340782.000000 Penalty: 5726.932129
	Iteration 30Q: 3 clusters Score -1.434078e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14340814.000000 Penalty: 5726.932129
	Iteration 31Q: 3 clusters Score -1.434081e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -14340850.000000 Penalty: 5726.932129
	Iteration 32Q: 3 clusters Score -1.434085e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102342 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14340890.000000 Penalty: 5726.932129
	Iteration 33Q: 3 clusters Score -1.434089e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -14340913.000000 Penalty: 5726.932129
	Iteration 34Q: 3 clusters Score -1.434091e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102433 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -14340928.000000 Penalty: 5726.932129
	Iteration 35Q: 3 clusters Score -1.434093e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102470 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -14340946.000000 Penalty: 5726.932129
	Iteration 36Q: 3 clusters Score -1.434095e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -14340965.000000 Penalty: 5726.932129
	Iteration 37Q: 3 clusters Score -1.434096e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102540 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -14341007.000000 Penalty: 5726.932129
	Iteration 38Q: 3 clusters Score -1.434101e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102570 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14341034.000000 Penalty: 5726.932129
	Iteration 39Q: 3 clusters Score -1.434103e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -14341040.000000 Penalty: 5726.932129
	Iteration 40F: 3 clusters Score -1.434104e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102610 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14341078.000000 Penalty: 5726.932129
	Iteration 41Q: 3 clusters Score -1.434108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14341094.000000 Penalty: 5726.932129
	Iteration 42Q: 3 clusters Score -1.434109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102627 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -14341105.000000 Penalty: 5726.932129
	Iteration 43Q: 3 clusters Score -1.43411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102635 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -14341111.000000 Penalty: 5726.932129
	Iteration 44Q: 3 clusters Score -1.434111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -14341109.000000 Penalty: 5726.932129
	Iteration 45Q: 3 clusters Score -1.434111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14341118.000000 Penalty: 5726.932129
	Iteration 46Q: 3 clusters Score -1.434112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102644 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -14341113.000000 Penalty: 5726.932129
	Iteration 47Q: 3 clusters Score -1.434111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14341144.000000 Penalty: 5726.932129
	Iteration 48Q: 3 clusters Score -1.434114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14341141.000000 Penalty: 5726.932129
	Iteration 49Q: 3 clusters Score -1.434114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -14341139.000000 Penalty: 5726.932129
	Iteration 50Q: 3 clusters Score -1.434114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14341136.000000 Penalty: 5726.932129
	Iteration 51Q: 3 clusters Score -1.434114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -14341136.000000 Penalty: 5726.932129
	Iteration 52Q: 3 clusters Score -1.434114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14341144.000000 Penalty: 5726.932129
	Iteration 53Q: 3 clusters Score -1.434114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -14341146.000000 Penalty: 5726.932129
	Iteration 54Q: 3 clusters Score -1.434115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -14341157.000000 Penalty: 5726.932129
	Iteration 55Q: 3 clusters Score -1.434116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102648 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -14341167.000000 Penalty: 5726.932129
	Iteration 56Q: 3 clusters Score -1.434117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -14341159.000000 Penalty: 5726.932129
	Iteration 57Q: 3 clusters Score -1.434116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -14341155.000000 Penalty: 5726.932129
	Iteration 58Q: 3 clusters Score -1.434116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -14341155.000000 Penalty: 5726.932129
	Iteration 59F: 3 clusters Score -1.434116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Entering Unmasked Estep 
Score: -6213001.500000 Penalty: 2655.222412
	Iteration 0F: 2 clusters Score -6213002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -6182907.500000 Penalty: 5310.444824
	Iteration 0F: 3 clusters Score -6182908 nChanged 20441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -6194381.000000 Penalty: 5310.444824
	Iteration 1F: 3 clusters Score -6194381 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6195190.500000 Penalty: 5310.444824
	Iteration 2Q: 3 clusters Score -6195190 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -6196113.500000 Penalty: 5310.444824
	Iteration 3Q: 3 clusters Score -6196114 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -6197270.000000 Penalty: 5310.444824
	Iteration 4F: 3 clusters Score -6197270 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -6198764.000000 Penalty: 5310.444824
	Iteration 5F: 3 clusters Score -6198764 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -6200623.000000 Penalty: 5310.444824
	Iteration 6F: 3 clusters Score -6200623 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -6202905.000000 Penalty: 5310.444824
	Iteration 7F: 3 clusters Score -6202905 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -6204998.500000 Penalty: 5310.444824
	Iteration 8F: 3 clusters Score -6204998 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -6206468.500000 Penalty: 5310.444824
	Iteration 9Q: 3 clusters Score -6206468 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -6207200.500000 Penalty: 5310.444824
	Iteration 10Q: 3 clusters Score -6207200 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -6207569.500000 Penalty: 5310.444824
	Iteration 11Q: 3 clusters Score -6207570 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -6207815.500000 Penalty: 5310.444824
	Iteration 12Q: 3 clusters Score -6207816 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -6208018.000000 Penalty: 5310.444824
	Iteration 13Q: 3 clusters Score -6208018 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -6208216.000000 Penalty: 5310.444824
	Iteration 14Q: 3 clusters Score -6208216 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -6208443.500000 Penalty: 5310.444824
	Iteration 15Q: 3 clusters Score -6208444 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -6208618.500000 Penalty: 5310.444824
	Iteration 16Q: 3 clusters Score -6208618 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -6208814.500000 Penalty: 5310.444824
	Iteration 17Q: 3 clusters Score -6208814 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -6209034.000000 Penalty: 5310.444824
	Iteration 18Q: 3 clusters Score -6209034 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -6209226.500000 Penalty: 5310.444824
	Iteration 19Q: 3 clusters Score -6209226 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -6209406.000000 Penalty: 5310.444824
	Iteration 20F: 3 clusters Score -6209406 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -6209590.500000 Penalty: 5310.444824
	Iteration 21Q: 3 clusters Score -6209590 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -6209760.000000 Penalty: 5310.444824
	Iteration 22Q: 3 clusters Score -6209760 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -6209910.000000 Penalty: 5310.444824
	Iteration 23Q: 3 clusters Score -6209910 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -6210032.500000 Penalty: 5310.444824
	Iteration 24Q: 3 clusters Score -6210032 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -6210159.500000 Penalty: 5310.444824
	Iteration 25Q: 3 clusters Score -6210160 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -6210279.500000 Penalty: 5310.444824
	Iteration 26Q: 3 clusters Score -6210280 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -6210401.500000 Penalty: 5310.444824
	Iteration 27Q: 3 clusters Score -6210402 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -6210517.500000 Penalty: 5310.444824
	Iteration 28Q: 3 clusters Score -6210518 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -6210580.500000 Penalty: 5310.444824
	Iteration 29Q: 3 clusters Score -6210580 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -6210646.000000 Penalty: 5310.444824
	Iteration 30Q: 3 clusters Score -6210646 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -6210725.500000 Penalty: 5310.444824
	Iteration 31Q: 3 clusters Score -6210726 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -6210765.500000 Penalty: 5310.444824
	Iteration 32Q: 3 clusters Score -6210766 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -6210795.000000 Penalty: 5310.444824
	Iteration 33Q: 3 clusters Score -6210795 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -6210834.500000 Penalty: 5310.444824
	Iteration 34Q: 3 clusters Score -6210834 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -6210878.000000 Penalty: 5310.444824
	Iteration 35Q: 3 clusters Score -6210878 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -6210904.500000 Penalty: 5310.444824
	Iteration 36Q: 3 clusters Score -6210904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -6210923.000000 Penalty: 5310.444824
	Iteration 37Q: 3 clusters Score -6210923 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -6210969.500000 Penalty: 5310.444824
	Iteration 38Q: 3 clusters Score -6210970 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -6210984.500000 Penalty: 5310.444824
	Iteration 39Q: 3 clusters Score -6210984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -6211021.500000 Penalty: 5310.444824
	Iteration 40F: 3 clusters Score -6211022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -6211049.000000 Penalty: 5310.444824
	Iteration 41Q: 3 clusters Score -6211049 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -6211065.500000 Penalty: 5310.444824
	Iteration 42Q: 3 clusters Score -6211066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -6211085.500000 Penalty: 5310.444824
	Iteration 43Q: 3 clusters Score -6211086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -6211122.000000 Penalty: 5310.444824
	Iteration 44Q: 3 clusters Score -6211122 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -6211144.500000 Penalty: 5310.444824
	Iteration 45Q: 3 clusters Score -6211144 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -6211178.500000 Penalty: 5310.444824
	Iteration 46Q: 3 clusters Score -6211178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -6211217.000000 Penalty: 5310.444824
	Iteration 47Q: 3 clusters Score -6211217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -6211231.500000 Penalty: 5310.444824
	Iteration 48Q: 3 clusters Score -6211232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -6211265.000000 Penalty: 5310.444824
	Iteration 49Q: 3 clusters Score -6211265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -6211302.500000 Penalty: 5310.444824
	Iteration 50Q: 3 clusters Score -6211302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -6211309.500000 Penalty: 5310.444824
	Iteration 51Q: 3 clusters Score -6211310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -6211332.000000 Penalty: 5310.444824
	Iteration 52Q: 3 clusters Score -6211332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -6211350.000000 Penalty: 5310.444824
	Iteration 53Q: 3 clusters Score -6211350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -6211363.500000 Penalty: 5310.444824
	Iteration 54Q: 3 clusters Score -6211364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -6211371.500000 Penalty: 5310.444824
	Iteration 55Q: 3 clusters Score -6211372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -6211389.500000 Penalty: 5310.444824
	Iteration 56Q: 3 clusters Score -6211390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -6211397.000000 Penalty: 5310.444824
	Iteration 57Q: 3 clusters Score -6211397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -6211408.000000 Penalty: 5310.444824
	Iteration 58Q: 3 clusters Score -6211408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -6211411.000000 Penalty: 5310.444824
	Iteration 59Q: 3 clusters Score -6211411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -6211422.500000 Penalty: 5310.444824
	Iteration 60F: 3 clusters Score -6211422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -6211427.000000 Penalty: 5310.444824
	Iteration 61Q: 3 clusters Score -6211427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -6211443.500000 Penalty: 5310.444824
	Iteration 62Q: 3 clusters Score -6211444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -6211449.500000 Penalty: 5310.444824
	Iteration 63Q: 3 clusters Score -6211450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -6211463.500000 Penalty: 5310.444824
	Iteration 64Q: 3 clusters Score -6211464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -6211474.000000 Penalty: 5310.444824
	Iteration 65Q: 3 clusters Score -6211474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -6211478.500000 Penalty: 5310.444824
	Iteration 66Q: 3 clusters Score -6211478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -6211477.500000 Penalty: 5310.444824
	Iteration 67Q: 3 clusters Score -6211478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -6211476.000000 Penalty: 5310.444824
	Iteration 68Q: 3 clusters Score -6211476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -6211477.000000 Penalty: 5310.444824
	Iteration 69Q: 3 clusters Score -6211477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -6211477.000000 Penalty: 5310.444824
	Iteration 70F: 3 clusters Score -6211477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -101722.609375 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -101722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100058.843750 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -100058.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100634.007812 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -100634 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101098.992188 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -101099 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -101545.710938 Penalty: 3356.031006
	Iteration 3F: 3 clusters Score -101545.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102138.343750 Penalty: 3356.031006
	Iteration 4F: 3 clusters Score -102138.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102358.976562 Penalty: 3356.031006
	Iteration 5F: 3 clusters Score -102359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102489.523438 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -102489.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102552.421875 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -102552.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102561.242188 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -102561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102566.820312 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -102566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102568.234375 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -102568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102570.593750 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -102570.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102570.593750 Penalty: 3356.031006
	Iteration 12F: 3 clusters Score -102570.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90280 members 
Mstep: Class 4 contains 158744 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44647 members 
Mstep: Class 10 contains 438 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53423 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149495 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 174392 members 
Entering Unmasked Estep 
Score: -137453520.000000 Penalty: 75454.375000
Splitting cluster 10 changes total score from -137454400.000000 to -137453520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -137522.562500 Penalty: 1735.856812
	Iteration 0F: 2 clusters Score -137522.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135569.171875 Penalty: 3471.713623
	Iteration 0F: 3 clusters Score -135569.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -136002.218750 Penalty: 3471.713623
	Iteration 1F: 3 clusters Score -136002.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -136157.062500 Penalty: 3471.713623
	Iteration 2F: 3 clusters Score -136157.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136292.671875 Penalty: 3471.713623
	Iteration 3Q: 3 clusters Score -136292.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -136383.218750 Penalty: 3471.713623
	Iteration 4Q: 3 clusters Score -136383.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136447.765625 Penalty: 3471.713623
	Iteration 5Q: 3 clusters Score -136447.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -136520.578125 Penalty: 3471.713623
	Iteration 6Q: 3 clusters Score -136520.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -136627.515625 Penalty: 3471.713623
	Iteration 7Q: 3 clusters Score -136627.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -136752.093750 Penalty: 3471.713623
	Iteration 8Q: 3 clusters Score -136752.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136895.671875 Penalty: 3471.713623
	Iteration 9Q: 3 clusters Score -136895.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -136983.546875 Penalty: 3471.713623
	Iteration 10Q: 3 clusters Score -136983.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -137065.421875 Penalty: 3471.713623
	Iteration 11Q: 3 clusters Score -137065.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -137117.781250 Penalty: 3471.713623
	Iteration 12Q: 3 clusters Score -137117.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -137159.406250 Penalty: 3471.713623
	Iteration 13Q: 3 clusters Score -137159.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -137189.984375 Penalty: 3471.713623
	Iteration 14Q: 3 clusters Score -137190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -137227.421875 Penalty: 3471.713623
	Iteration 15Q: 3 clusters Score -137227.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -137251.531250 Penalty: 3471.713623
	Iteration 16Q: 3 clusters Score -137251.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -137266.015625 Penalty: 3471.713623
	Iteration 17Q: 3 clusters Score -137266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137281.531250 Penalty: 3471.713623
	Iteration 18Q: 3 clusters Score -137281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137287.125000 Penalty: 3471.713623
	Iteration 19Q: 3 clusters Score -137287.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137290.265625 Penalty: 3471.713623
	Iteration 20F: 3 clusters Score -137290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -137292.390625 Penalty: 3471.713623
	Iteration 21Q: 3 clusters Score -137292.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -137292.390625 Penalty: 3471.713623
	Iteration 22F: 3 clusters Score -137292.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -160206.812500 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -160206.8 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 611 members 
Entering Unmasked Estep 
Score: -158099.406250 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -158099.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158387.687500 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -158387.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158457.062500 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -158457.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -158498.703125 Penalty: 3514.191895
	Iteration 3Q: 3 clusters Score -158498.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158540.140625 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -158540.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -158567.453125 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -158567.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158605.687500 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -158605.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -158632.296875 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -158632.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -158650.250000 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -158650.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -158663.046875 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -158663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158675.187500 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -158675.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -158698.265625 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -158698.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158721.531250 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -158721.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -158740.250000 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -158740.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158746.312500 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -158746.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -158751.656250 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -158751.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -158759.046875 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -158759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158769.093750 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -158769.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158775.046875 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -158775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -158780.078125 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -158780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -158782.046875 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -158782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -158786.375000 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -158786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -158792.125000 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -158792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -158796.843750 Penalty: 3514.191895
	Iteration 23Q: 3 clusters Score -158796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -158802.312500 Penalty: 3514.191895
	Iteration 24Q: 3 clusters Score -158802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -158807.078125 Penalty: 3514.191895
	Iteration 25Q: 3 clusters Score -158807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -158812.500000 Penalty: 3514.191895
	Iteration 26Q: 3 clusters Score -158812.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -158816.734375 Penalty: 3514.191895
	Iteration 27Q: 3 clusters Score -158816.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -158821.875000 Penalty: 3514.191895
	Iteration 28Q: 3 clusters Score -158821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -158828.968750 Penalty: 3514.191895
	Iteration 29Q: 3 clusters Score -158829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -158830.890625 Penalty: 3514.191895
	Iteration 30Q: 3 clusters Score -158830.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -158834.250000 Penalty: 3514.191895
	Iteration 31Q: 3 clusters Score -158834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -158838.343750 Penalty: 3514.191895
	Iteration 32Q: 3 clusters Score -158838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -158839.343750 Penalty: 3514.191895
	Iteration 33Q: 3 clusters Score -158839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -158839.703125 Penalty: 3514.191895
	Iteration 34Q: 3 clusters Score -158839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -158839.703125 Penalty: 3514.191895
	Iteration 35F: 3 clusters Score -158839.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -121744.781250 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -121744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119795.835938 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -119795.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -120354.242188 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -120354.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -120731.046875 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -120731 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -121357.109375 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -121357.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -122072.171875 Penalty: 3438.010010
	Iteration 4F: 3 clusters Score -122072.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -122712.484375 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -122712.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122815.023438 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -122815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -122918.648438 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -122918.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -122982.000000 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -122982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -123016.539062 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -123016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123026.000000 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -123026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -123028.703125 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -123028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -123032.468750 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -123032.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -123035.757812 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -123035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -123035.757812 Penalty: 3438.010010
	Iteration 14F: 3 clusters Score -123035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90280 members 
Mstep: Class 4 contains 158744 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44647 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53423 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149495 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 174392 members 
Entering Unmasked Estep 
Score: -137453984.000000 Penalty: 75454.375000
Splitting cluster 13 changes total score from -137454400.000000 to -137453984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Entering Unmasked Estep 
Score: -461535.437500 Penalty: 2018.581299
	Iteration 0F: 2 clusters Score -461535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -458050.718750 Penalty: 4037.162598
	Iteration 0F: 3 clusters Score -458050.7 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -458807.375000 Penalty: 4037.162598
	Iteration 1F: 3 clusters Score -458807.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -458981.812500 Penalty: 4037.162598
	Iteration 2F: 3 clusters Score -458981.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -459067.000000 Penalty: 4037.162598
	Iteration 3Q: 3 clusters Score -459067 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -459117.062500 Penalty: 4037.162598
	Iteration 4Q: 3 clusters Score -459117.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -459151.375000 Penalty: 4037.162598
	Iteration 5Q: 3 clusters Score -459151.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -459177.968750 Penalty: 4037.162598
	Iteration 6Q: 3 clusters Score -459178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -459205.656250 Penalty: 4037.162598
	Iteration 7Q: 3 clusters Score -459205.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -459227.562500 Penalty: 4037.162598
	Iteration 8Q: 3 clusters Score -459227.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -459255.968750 Penalty: 4037.162598
	Iteration 9Q: 3 clusters Score -459256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -459272.562500 Penalty: 4037.162598
	Iteration 10Q: 3 clusters Score -459272.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -459286.937500 Penalty: 4037.162598
	Iteration 11Q: 3 clusters Score -459286.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -459297.125000 Penalty: 4037.162598
	Iteration 12Q: 3 clusters Score -459297.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -459304.593750 Penalty: 4037.162598
	Iteration 13Q: 3 clusters Score -459304.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -459312.343750 Penalty: 4037.162598
	Iteration 14Q: 3 clusters Score -459312.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -459319.656250 Penalty: 4037.162598
	Iteration 15Q: 3 clusters Score -459319.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -459327.500000 Penalty: 4037.162598
	Iteration 16Q: 3 clusters Score -459327.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -459341.468750 Penalty: 4037.162598
	Iteration 17Q: 3 clusters Score -459341.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -459353.593750 Penalty: 4037.162598
	Iteration 18Q: 3 clusters Score -459353.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -459366.312500 Penalty: 4037.162598
	Iteration 19Q: 3 clusters Score -459366.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -459374.687500 Penalty: 4037.162598
	Iteration 20F: 3 clusters Score -459374.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -459381.625000 Penalty: 4037.162598
	Iteration 21Q: 3 clusters Score -459381.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -459389.531250 Penalty: 4037.162598
	Iteration 22Q: 3 clusters Score -459389.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -459396.937500 Penalty: 4037.162598
	Iteration 23Q: 3 clusters Score -459396.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -459402.718750 Penalty: 4037.162598
	Iteration 24Q: 3 clusters Score -459402.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -459406.906250 Penalty: 4037.162598
	Iteration 25Q: 3 clusters Score -459406.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -459409.406250 Penalty: 4037.162598
	Iteration 26Q: 3 clusters Score -459409.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -459409.875000 Penalty: 4037.162598
	Iteration 27Q: 3 clusters Score -459409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -459411.375000 Penalty: 4037.162598
	Iteration 28Q: 3 clusters Score -459411.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -459412.437500 Penalty: 4037.162598
	Iteration 29Q: 3 clusters Score -459412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -459413.375000 Penalty: 4037.162598
	Iteration 30Q: 3 clusters Score -459413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -459413.656250 Penalty: 4037.162598
	Iteration 31Q: 3 clusters Score -459413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -459414.093750 Penalty: 4037.162598
	Iteration 32Q: 3 clusters Score -459414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -459414.093750 Penalty: 4037.162598
	Iteration 33F: 3 clusters Score -459414.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Entering Unmasked Estep 
Score: -7194640.500000 Penalty: 2699.727295
	Iteration 0F: 2 clusters Score -7194640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -7158781.500000 Penalty: 5399.454590
	Iteration 0F: 3 clusters Score -7158782 nChanged 24718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -7172638.500000 Penalty: 5399.454590
	Iteration 1F: 3 clusters Score -7172638 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -7173234.000000 Penalty: 5399.454590
	Iteration 2Q: 3 clusters Score -7173234 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -7173844.500000 Penalty: 5399.454590
	Iteration 3Q: 3 clusters Score -7173844 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -7174592.500000 Penalty: 5399.454590
	Iteration 4Q: 3 clusters Score -7174592 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -7175499.000000 Penalty: 5399.454590
	Iteration 5Q: 3 clusters Score -7175499 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -7176865.000000 Penalty: 5399.454590
	Iteration 6Q: 3 clusters Score -7176865 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -7178702.500000 Penalty: 5399.454590
	Iteration 7F: 3 clusters Score -7178702 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -7181162.000000 Penalty: 5399.454590
	Iteration 8F: 3 clusters Score -7181162 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -7183733.500000 Penalty: 5399.454590
	Iteration 9F: 3 clusters Score -7183734 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -7186080.000000 Penalty: 5399.454590
	Iteration 10F: 3 clusters Score -7186080 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -7187816.500000 Penalty: 5399.454590
	Iteration 11Q: 3 clusters Score -7187816 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -7189151.500000 Penalty: 5399.454590
	Iteration 12Q: 3 clusters Score -7189152 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -7190104.000000 Penalty: 5399.454590
	Iteration 13Q: 3 clusters Score -7190104 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -7190696.500000 Penalty: 5399.454590
	Iteration 14Q: 3 clusters Score -7190696 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -7191116.000000 Penalty: 5399.454590
	Iteration 15Q: 3 clusters Score -7191116 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -7191393.000000 Penalty: 5399.454590
	Iteration 16Q: 3 clusters Score -7191393 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7191612.000000 Penalty: 5399.454590
	Iteration 17Q: 3 clusters Score -7191612 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -7191790.500000 Penalty: 5399.454590
	Iteration 18Q: 3 clusters Score -7191790 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -7191934.000000 Penalty: 5399.454590
	Iteration 19Q: 3 clusters Score -7191934 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7192038.000000 Penalty: 5399.454590
	Iteration 20F: 3 clusters Score -7192038 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -7192124.000000 Penalty: 5399.454590
	Iteration 21Q: 3 clusters Score -7192124 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7192200.000000 Penalty: 5399.454590
	Iteration 22Q: 3 clusters Score -7192200 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7192248.500000 Penalty: 5399.454590
	Iteration 23Q: 3 clusters Score -7192248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7192279.500000 Penalty: 5399.454590
	Iteration 24Q: 3 clusters Score -7192280 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7192303.000000 Penalty: 5399.454590
	Iteration 25Q: 3 clusters Score -7192303 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7192312.000000 Penalty: 5399.454590
	Iteration 26Q: 3 clusters Score -7192312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7192333.500000 Penalty: 5399.454590
	Iteration 27Q: 3 clusters Score -7192334 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7192348.500000 Penalty: 5399.454590
	Iteration 28Q: 3 clusters Score -7192348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7192364.000000 Penalty: 5399.454590
	Iteration 29Q: 3 clusters Score -7192364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7192363.500000 Penalty: 5399.454590
	Iteration 30Q: 3 clusters Score -7192364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7192378.500000 Penalty: 5399.454590
	Iteration 31Q: 3 clusters Score -7192378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7192386.500000 Penalty: 5399.454590
	Iteration 32Q: 3 clusters Score -7192386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7192391.000000 Penalty: 5399.454590
	Iteration 33Q: 3 clusters Score -7192391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7192413.500000 Penalty: 5399.454590
	Iteration 34Q: 3 clusters Score -7192414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7192413.000000 Penalty: 5399.454590
	Iteration 35Q: 3 clusters Score -7192413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7192418.500000 Penalty: 5399.454590
	Iteration 36Q: 3 clusters Score -7192418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7192418.000000 Penalty: 5399.454590
	Iteration 37Q: 3 clusters Score -7192418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7192412.500000 Penalty: 5399.454590
	Iteration 38Q: 3 clusters Score -7192412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -7192423.000000 Penalty: 5399.454590
	Iteration 39Q: 3 clusters Score -7192423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7192426.000000 Penalty: 5399.454590
	Iteration 40F: 3 clusters Score -7192426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7192428.500000 Penalty: 5399.454590
	Iteration 41Q: 3 clusters Score -7192428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7192427.500000 Penalty: 5399.454590
	Iteration 42Q: 3 clusters Score -7192428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7192425.500000 Penalty: 5399.454590
	Iteration 43Q: 3 clusters Score -7192426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7192436.000000 Penalty: 5399.454590
	Iteration 44Q: 3 clusters Score -7192436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7192437.500000 Penalty: 5399.454590
	Iteration 45Q: 3 clusters Score -7192438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7192440.000000 Penalty: 5399.454590
	Iteration 46Q: 3 clusters Score -7192440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7192432.500000 Penalty: 5399.454590
	Iteration 47Q: 3 clusters Score -7192432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7192435.500000 Penalty: 5399.454590
	Iteration 48Q: 3 clusters Score -7192436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7192444.000000 Penalty: 5399.454590
	Iteration 49Q: 3 clusters Score -7192444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7192439.500000 Penalty: 5399.454590
	Iteration 50Q: 3 clusters Score -7192440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7192440.500000 Penalty: 5399.454590
	Iteration 51Q: 3 clusters Score -7192440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7192450.000000 Penalty: 5399.454590
	Iteration 52Q: 3 clusters Score -7192450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7192451.500000 Penalty: 5399.454590
	Iteration 53Q: 3 clusters Score -7192452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7192449.500000 Penalty: 5399.454590
	Iteration 54Q: 3 clusters Score -7192450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7192440.000000 Penalty: 5399.454590
	Iteration 55Q: 3 clusters Score -7192440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7192448.000000 Penalty: 5399.454590
	Iteration 56Q: 3 clusters Score -7192448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -7192446.500000 Penalty: 5399.454590
	Iteration 57Q: 3 clusters Score -7192446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7192448.000000 Penalty: 5399.454590
	Iteration 58Q: 3 clusters Score -7192448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -7192454.500000 Penalty: 5399.454590
	Iteration 59Q: 3 clusters Score -7192454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7192453.000000 Penalty: 5399.454590
	Iteration 60F: 3 clusters Score -7192453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7192447.000000 Penalty: 5399.454590
	Iteration 61Q: 3 clusters Score -7192447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7192445.500000 Penalty: 5399.454590
	Iteration 62Q: 3 clusters Score -7192446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7192448.500000 Penalty: 5399.454590
	Iteration 63Q: 3 clusters Score -7192448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7192450.000000 Penalty: 5399.454590
	Iteration 64Q: 3 clusters Score -7192450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7192451.500000 Penalty: 5399.454590
	Iteration 65Q: 3 clusters Score -7192452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7192450.000000 Penalty: 5399.454590
	Iteration 66Q: 3 clusters Score -7192450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7192455.000000 Penalty: 5399.454590
	Iteration 67Q: 3 clusters Score -7192455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7192455.000000 Penalty: 5399.454590
	Iteration 68F: 3 clusters Score -7192455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -27671.355469 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -27671.36 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 109 members 
Entering Unmasked Estep 
Score: -26486.787109 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -26486.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26552.736328 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -26552.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26558.732422 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -26558.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26563.101562 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -26563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26571.103516 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -26571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26581.654297 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -26581.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26581.654297 Penalty: 2677.488770
	Iteration 6F: 3 clusters Score -26581.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (149495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149495 members 
Entering Unmasked Estep 
Score: -20584122.000000 Penalty: 2954.924561
	Iteration 0F: 2 clusters Score -2.058412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -20485824.000000 Penalty: 5909.849121
	Iteration 0F: 3 clusters Score -2.048582e+07 nChanged 71418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
Score: -20527818.000000 Penalty: 5909.849121
	Iteration 1F: 3 clusters Score -2.052782e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -20529140.000000 Penalty: 5909.849121
	Iteration 2Q: 3 clusters Score -2.052914e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
Score: -20530456.000000 Penalty: 5909.849121
	Iteration 3Q: 3 clusters Score -2.053046e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -20532096.000000 Penalty: 5909.849121
	Iteration 4Q: 3 clusters Score -2.05321e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -20534668.000000 Penalty: 5909.849121
	Iteration 5Q: 3 clusters Score -2.053467e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -20538064.000000 Penalty: 5909.849121
	Iteration 6Q: 3 clusters Score -2.053806e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -20542956.000000 Penalty: 5909.849121
	Iteration 7F: 3 clusters Score -2.054296e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -20549582.000000 Penalty: 5909.849121
	Iteration 8F: 3 clusters Score -2.054958e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -20556236.000000 Penalty: 5909.849121
	Iteration 9F: 3 clusters Score -2.055624e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 86774 members 
Entering Unmasked Estep 
Score: -20561084.000000 Penalty: 5909.849121
	Iteration 10F: 3 clusters Score -2.056108e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -20563396.000000 Penalty: 5909.849121
	Iteration 11Q: 3 clusters Score -2.05634e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -20564584.000000 Penalty: 5909.849121
	Iteration 12Q: 3 clusters Score -2.056458e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -20565086.000000 Penalty: 5909.849121
	Iteration 13Q: 3 clusters Score -2.056509e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -20565808.000000 Penalty: 5909.849121
	Iteration 14Q: 3 clusters Score -2.056581e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -20566360.000000 Penalty: 5909.849121
	Iteration 15Q: 3 clusters Score -2.056636e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 95488 members 
Entering Unmasked Estep 
Score: -20566900.000000 Penalty: 5909.849121
	Iteration 16Q: 3 clusters Score -2.05669e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 97236 members 
Entering Unmasked Estep 
Score: -20567586.000000 Penalty: 5909.849121
	Iteration 17Q: 3 clusters Score -2.056759e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 99025 members 
Entering Unmasked Estep 
Score: -20568124.000000 Penalty: 5909.849121
	Iteration 18Q: 3 clusters Score -2.056812e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 100904 members 
Entering Unmasked Estep 
Score: -20568762.000000 Penalty: 5909.849121
	Iteration 19Q: 3 clusters Score -2.056876e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 102890 members 
Entering Unmasked Estep 
Score: -20569434.000000 Penalty: 5909.849121
	Iteration 20F: 3 clusters Score -2.056943e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
Score: -20570152.000000 Penalty: 5909.849121
	Iteration 21Q: 3 clusters Score -2.057015e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 107275 members 
Entering Unmasked Estep 
Score: -20570998.000000 Penalty: 5909.849121
	Iteration 22Q: 3 clusters Score -2.0571e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -20571894.000000 Penalty: 5909.849121
	Iteration 23Q: 3 clusters Score -2.057189e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 111971 members 
Entering Unmasked Estep 
Score: -20572784.000000 Penalty: 5909.849121
	Iteration 24Q: 3 clusters Score -2.057278e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 114319 members 
Entering Unmasked Estep 
Score: -20573622.000000 Penalty: 5909.849121
	Iteration 25Q: 3 clusters Score -2.057362e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 116455 members 
Entering Unmasked Estep 
Score: -20574528.000000 Penalty: 5909.849121
	Iteration 26Q: 3 clusters Score -2.057453e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 118650 members 
Entering Unmasked Estep 
Score: -20575384.000000 Penalty: 5909.849121
	Iteration 27Q: 3 clusters Score -2.057538e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 120790 members 
Entering Unmasked Estep 
Score: -20576260.000000 Penalty: 5909.849121
	Iteration 28Q: 3 clusters Score -2.057626e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
Score: -20577066.000000 Penalty: 5909.849121
	Iteration 29Q: 3 clusters Score -2.057707e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 124728 members 
Entering Unmasked Estep 
Score: -20577864.000000 Penalty: 5909.849121
	Iteration 30Q: 3 clusters Score -2.057786e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 126509 members 
Entering Unmasked Estep 
Score: -20578572.000000 Penalty: 5909.849121
	Iteration 31Q: 3 clusters Score -2.057857e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 128241 members 
Entering Unmasked Estep 
Score: -20579204.000000 Penalty: 5909.849121
	Iteration 32Q: 3 clusters Score -2.05792e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 129863 members 
Entering Unmasked Estep 
Score: -20579764.000000 Penalty: 5909.849121
	Iteration 33Q: 3 clusters Score -2.057976e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 131371 members 
Entering Unmasked Estep 
Score: -20580254.000000 Penalty: 5909.849121
	Iteration 34Q: 3 clusters Score -2.058025e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 132877 members 
Entering Unmasked Estep 
Score: -20580750.000000 Penalty: 5909.849121
	Iteration 35Q: 3 clusters Score -2.058075e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 134287 members 
Entering Unmasked Estep 
Score: -20581188.000000 Penalty: 5909.849121
	Iteration 36Q: 3 clusters Score -2.058119e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 135581 members 
Entering Unmasked Estep 
Score: -20581452.000000 Penalty: 5909.849121
	Iteration 37Q: 3 clusters Score -2.058145e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 136875 members 
Entering Unmasked Estep 
Score: -20581830.000000 Penalty: 5909.849121
	Iteration 38Q: 3 clusters Score -2.058183e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 138148 members 
Entering Unmasked Estep 
Score: -20582202.000000 Penalty: 5909.849121
	Iteration 39Q: 3 clusters Score -2.05822e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 139384 members 
Entering Unmasked Estep 
Score: -20582524.000000 Penalty: 5909.849121
	Iteration 40F: 3 clusters Score -2.058252e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 140555 members 
Entering Unmasked Estep 
Score: -20582738.000000 Penalty: 5909.849121
	Iteration 41Q: 3 clusters Score -2.058274e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 141620 members 
Entering Unmasked Estep 
Score: -20582918.000000 Penalty: 5909.849121
	Iteration 42Q: 3 clusters Score -2.058292e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 142552 members 
Entering Unmasked Estep 
Score: -20582990.000000 Penalty: 5909.849121
	Iteration 43Q: 3 clusters Score -2.058299e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 143374 members 
Entering Unmasked Estep 
Score: -20582934.000000 Penalty: 5909.849121
	Iteration 44Q: 3 clusters Score -2.058293e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 144107 members 
Entering Unmasked Estep 
Score: -20582938.000000 Penalty: 5909.849121
	Iteration 45Q: 3 clusters Score -2.058294e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 144699 members 
Entering Unmasked Estep 
Score: -20582896.000000 Penalty: 5909.849121
	Iteration 46Q: 3 clusters Score -2.05829e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 145193 members 
Entering Unmasked Estep 
Score: -20582986.000000 Penalty: 5909.849121
	Iteration 47Q: 3 clusters Score -2.058299e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 145586 members 
Entering Unmasked Estep 
Score: -20582956.000000 Penalty: 5909.849121
	Iteration 48Q: 3 clusters Score -2.058296e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 145933 members 
Entering Unmasked Estep 
Score: -20582926.000000 Penalty: 5909.849121
	Iteration 49Q: 3 clusters Score -2.058293e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 146222 members 
Entering Unmasked Estep 
Score: -20582904.000000 Penalty: 5909.849121
	Iteration 50Q: 3 clusters Score -2.05829e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 146467 members 
Entering Unmasked Estep 
Score: -20582902.000000 Penalty: 5909.849121
	Iteration 51Q: 3 clusters Score -2.05829e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 146664 members 
Entering Unmasked Estep 
Score: -20582950.000000 Penalty: 5909.849121
	Iteration 52Q: 3 clusters Score -2.058295e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 146820 members 
Entering Unmasked Estep 
Score: -20582974.000000 Penalty: 5909.849121
	Iteration 53Q: 3 clusters Score -2.058297e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 146961 members 
Entering Unmasked Estep 
Score: -20582968.000000 Penalty: 5909.849121
	Iteration 54Q: 3 clusters Score -2.058297e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 147080 members 
Entering Unmasked Estep 
Score: -20582970.000000 Penalty: 5909.849121
	Iteration 55Q: 3 clusters Score -2.058297e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 147182 members 
Entering Unmasked Estep 
Score: -20582958.000000 Penalty: 5909.849121
	Iteration 56Q: 3 clusters Score -2.058296e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 147261 members 
Entering Unmasked Estep 
Score: -20582928.000000 Penalty: 5909.849121
	Iteration 57Q: 3 clusters Score -2.058293e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 147325 members 
Entering Unmasked Estep 
Score: -20582900.000000 Penalty: 5909.849121
	Iteration 58Q: 3 clusters Score -2.05829e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 147387 members 
Entering Unmasked Estep 
Score: -20582902.000000 Penalty: 5909.849121
	Iteration 59Q: 3 clusters Score -2.05829e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 147443 members 
Entering Unmasked Estep 
Score: -20582898.000000 Penalty: 5909.849121
	Iteration 60F: 3 clusters Score -2.05829e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 147475 members 
Entering Unmasked Estep 
Score: -20582872.000000 Penalty: 5909.849121
	Iteration 61Q: 3 clusters Score -2.058287e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 147504 members 
Entering Unmasked Estep 
Score: -20582856.000000 Penalty: 5909.849121
	Iteration 62Q: 3 clusters Score -2.058286e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 147532 members 
Entering Unmasked Estep 
Score: -20582866.000000 Penalty: 5909.849121
	Iteration 63Q: 3 clusters Score -2.058287e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 147550 members 
Entering Unmasked Estep 
Score: -20582866.000000 Penalty: 5909.849121
	Iteration 64Q: 3 clusters Score -2.058287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 147573 members 
Entering Unmasked Estep 
Score: -20582860.000000 Penalty: 5909.849121
	Iteration 65Q: 3 clusters Score -2.058286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 147597 members 
Entering Unmasked Estep 
Score: -20582856.000000 Penalty: 5909.849121
	Iteration 66Q: 3 clusters Score -2.058286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 147615 members 
Entering Unmasked Estep 
Score: -20582854.000000 Penalty: 5909.849121
	Iteration 67Q: 3 clusters Score -2.058285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 147632 members 
Entering Unmasked Estep 
Score: -20582844.000000 Penalty: 5909.849121
	Iteration 68Q: 3 clusters Score -2.058284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 147651 members 
Entering Unmasked Estep 
Score: -20582846.000000 Penalty: 5909.849121
	Iteration 69Q: 3 clusters Score -2.058285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 147666 members 
Entering Unmasked Estep 
Score: -20582818.000000 Penalty: 5909.849121
	Iteration 70Q: 3 clusters Score -2.058282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 147683 members 
Entering Unmasked Estep 
Score: -20582832.000000 Penalty: 5909.849121
	Iteration 71Q: 3 clusters Score -2.058283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 147697 members 
Entering Unmasked Estep 
Score: -20582830.000000 Penalty: 5909.849121
	Iteration 72Q: 3 clusters Score -2.058283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 147711 members 
Entering Unmasked Estep 
Score: -20582812.000000 Penalty: 5909.849121
	Iteration 73Q: 3 clusters Score -2.058281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 147717 members 
Entering Unmasked Estep 
Score: -20582810.000000 Penalty: 5909.849121
	Iteration 74Q: 3 clusters Score -2.058281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 147723 members 
Entering Unmasked Estep 
Score: -20582796.000000 Penalty: 5909.849121
	Iteration 75Q: 3 clusters Score -2.05828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 147729 members 
Entering Unmasked Estep 
Score: -20582792.000000 Penalty: 5909.849121
	Iteration 76Q: 3 clusters Score -2.058279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 147734 members 
Entering Unmasked Estep 
Score: -20582806.000000 Penalty: 5909.849121
	Iteration 77Q: 3 clusters Score -2.058281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 147740 members 
Entering Unmasked Estep 
Score: -20582822.000000 Penalty: 5909.849121
	Iteration 78Q: 3 clusters Score -2.058282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 147745 members 
Entering Unmasked Estep 
Score: -20582818.000000 Penalty: 5909.849121
	Iteration 79Q: 3 clusters Score -2.058282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 147750 members 
Entering Unmasked Estep 
Score: -20582840.000000 Penalty: 5909.849121
	Iteration 80F: 3 clusters Score -2.058284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 147756 members 
Entering Unmasked Estep 
Score: -20582832.000000 Penalty: 5909.849121
	Iteration 81Q: 3 clusters Score -2.058283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 147766 members 
Entering Unmasked Estep 
Score: -20582838.000000 Penalty: 5909.849121
	Iteration 82Q: 3 clusters Score -2.058284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 147774 members 
Entering Unmasked Estep 
Score: -20582816.000000 Penalty: 5909.849121
	Iteration 83Q: 3 clusters Score -2.058282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 147786 members 
Entering Unmasked Estep 
Score: -20582798.000000 Penalty: 5909.849121
	Iteration 84Q: 3 clusters Score -2.05828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 147801 members 
Entering Unmasked Estep 
Score: -20582794.000000 Penalty: 5909.849121
	Iteration 85Q: 3 clusters Score -2.058279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 147807 members 
Entering Unmasked Estep 
Score: -20582786.000000 Penalty: 5909.849121
	Iteration 86Q: 3 clusters Score -2.058279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 147810 members 
Entering Unmasked Estep 
Score: -20582782.000000 Penalty: 5909.849121
	Iteration 87Q: 3 clusters Score -2.058278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -20582784.000000 Penalty: 5909.849121
	Iteration 88Q: 3 clusters Score -2.058278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 147814 members 
Entering Unmasked Estep 
Score: -20582782.000000 Penalty: 5909.849121
	Iteration 89Q: 3 clusters Score -2.058278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 147815 members 
Entering Unmasked Estep 
Score: -20582776.000000 Penalty: 5909.849121
	Iteration 90Q: 3 clusters Score -2.058278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 147815 members 
Entering Unmasked Estep 
Score: -20582776.000000 Penalty: 5909.849121
	Iteration 91F: 3 clusters Score -2.058278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -163330.968750 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -163331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -161247.500000 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -161247.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161711.125000 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -161711.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -161940.671875 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -161940.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -162088.906250 Penalty: 3531.740479
	Iteration 3F: 3 clusters Score -162088.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -162170.781250 Penalty: 3531.740479
	Iteration 4Q: 3 clusters Score -162170.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -162217.671875 Penalty: 3531.740479
	Iteration 5Q: 3 clusters Score -162217.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -162279.453125 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -162279.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -162325.640625 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -162325.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -162354.468750 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -162354.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -162397.046875 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -162397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -162452.703125 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -162452.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -162481.390625 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -162481.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -162507.859375 Penalty: 3531.740479
	Iteration 12Q: 3 clusters Score -162507.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -162521.593750 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -162521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -162526.390625 Penalty: 3531.740479
	Iteration 14Q: 3 clusters Score -162526.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -162533.718750 Penalty: 3531.740479
	Iteration 15Q: 3 clusters Score -162533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -162539.421875 Penalty: 3531.740479
	Iteration 16Q: 3 clusters Score -162539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -162550.703125 Penalty: 3531.740479
	Iteration 17Q: 3 clusters Score -162550.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -162557.218750 Penalty: 3531.740479
	Iteration 18Q: 3 clusters Score -162557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -162563.343750 Penalty: 3531.740479
	Iteration 19Q: 3 clusters Score -162563.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -162568.546875 Penalty: 3531.740479
	Iteration 20F: 3 clusters Score -162568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -162572.984375 Penalty: 3531.740479
	Iteration 21Q: 3 clusters Score -162573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -162578.046875 Penalty: 3531.740479
	Iteration 22Q: 3 clusters Score -162578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -162580.984375 Penalty: 3531.740479
	Iteration 23Q: 3 clusters Score -162581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -162583.203125 Penalty: 3531.740479
	Iteration 24Q: 3 clusters Score -162583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -162585.109375 Penalty: 3531.740479
	Iteration 25Q: 3 clusters Score -162585.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -162585.109375 Penalty: 3531.740479
	Iteration 26F: 3 clusters Score -162585.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Entering Unmasked Estep 
Score: -4324916.000000 Penalty: 2571.763916
	Iteration 0F: 2 clusters Score -4324916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -4303187.000000 Penalty: 5143.527832
	Iteration 0F: 3 clusters Score -4303187 nChanged 14288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -4310897.000000 Penalty: 5143.527832
	Iteration 1F: 3 clusters Score -4310897 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4311592.000000 Penalty: 5143.527832
	Iteration 2F: 3 clusters Score -4311592 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4312575.000000 Penalty: 5143.527832
	Iteration 3F: 3 clusters Score -4312575 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -4314008.500000 Penalty: 5143.527832
	Iteration 4F: 3 clusters Score -4314008 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -4316011.500000 Penalty: 5143.527832
	Iteration 5F: 3 clusters Score -4316012 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -4318147.000000 Penalty: 5143.527832
	Iteration 6F: 3 clusters Score -4318147 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -4319868.500000 Penalty: 5143.527832
	Iteration 7F: 3 clusters Score -4319868 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -4320909.000000 Penalty: 5143.527832
	Iteration 8Q: 3 clusters Score -4320909 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -4321453.500000 Penalty: 5143.527832
	Iteration 9Q: 3 clusters Score -4321454 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -4321736.000000 Penalty: 5143.527832
	Iteration 10Q: 3 clusters Score -4321736 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -4321927.000000 Penalty: 5143.527832
	Iteration 11Q: 3 clusters Score -4321927 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4322081.000000 Penalty: 5143.527832
	Iteration 12Q: 3 clusters Score -4322081 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -4322214.000000 Penalty: 5143.527832
	Iteration 13Q: 3 clusters Score -4322214 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -4322304.500000 Penalty: 5143.527832
	Iteration 14Q: 3 clusters Score -4322304 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -4322384.000000 Penalty: 5143.527832
	Iteration 15Q: 3 clusters Score -4322384 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -4322460.000000 Penalty: 5143.527832
	Iteration 16Q: 3 clusters Score -4322460 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -4322518.000000 Penalty: 5143.527832
	Iteration 17Q: 3 clusters Score -4322518 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -4322577.500000 Penalty: 5143.527832
	Iteration 18Q: 3 clusters Score -4322578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -4322612.500000 Penalty: 5143.527832
	Iteration 19Q: 3 clusters Score -4322612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -4322624.000000 Penalty: 5143.527832
	Iteration 20F: 3 clusters Score -4322624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -4322662.000000 Penalty: 5143.527832
	Iteration 21Q: 3 clusters Score -4322662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -4322696.000000 Penalty: 5143.527832
	Iteration 22Q: 3 clusters Score -4322696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4322724.500000 Penalty: 5143.527832
	Iteration 23Q: 3 clusters Score -4322724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -4322753.500000 Penalty: 5143.527832
	Iteration 24Q: 3 clusters Score -4322754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -4322791.500000 Penalty: 5143.527832
	Iteration 25Q: 3 clusters Score -4322792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -4322812.000000 Penalty: 5143.527832
	Iteration 26Q: 3 clusters Score -4322812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -4322831.500000 Penalty: 5143.527832
	Iteration 27Q: 3 clusters Score -4322832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -4322841.000000 Penalty: 5143.527832
	Iteration 28Q: 3 clusters Score -4322841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4322854.500000 Penalty: 5143.527832
	Iteration 29Q: 3 clusters Score -4322854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -4322871.500000 Penalty: 5143.527832
	Iteration 30Q: 3 clusters Score -4322872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -4322880.500000 Penalty: 5143.527832
	Iteration 31Q: 3 clusters Score -4322880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4322916.000000 Penalty: 5143.527832
	Iteration 32Q: 3 clusters Score -4322916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4322949.500000 Penalty: 5143.527832
	Iteration 33Q: 3 clusters Score -4322950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4322982.500000 Penalty: 5143.527832
	Iteration 34Q: 3 clusters Score -4322982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -4323025.000000 Penalty: 5143.527832
	Iteration 35Q: 3 clusters Score -4323025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -4323058.500000 Penalty: 5143.527832
	Iteration 36Q: 3 clusters Score -4323058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -4323082.000000 Penalty: 5143.527832
	Iteration 37Q: 3 clusters Score -4323082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4323115.000000 Penalty: 5143.527832
	Iteration 38Q: 3 clusters Score -4323115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -4323139.500000 Penalty: 5143.527832
	Iteration 39Q: 3 clusters Score -4323140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -4323159.000000 Penalty: 5143.527832
	Iteration 40F: 3 clusters Score -4323159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4323174.000000 Penalty: 5143.527832
	Iteration 41Q: 3 clusters Score -4323174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -4323191.500000 Penalty: 5143.527832
	Iteration 42Q: 3 clusters Score -4323192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4323195.500000 Penalty: 5143.527832
	Iteration 43Q: 3 clusters Score -4323196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4323197.500000 Penalty: 5143.527832
	Iteration 44Q: 3 clusters Score -4323198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -4323204.500000 Penalty: 5143.527832
	Iteration 45Q: 3 clusters Score -4323204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -4323207.000000 Penalty: 5143.527832
	Iteration 46Q: 3 clusters Score -4323207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -4323204.000000 Penalty: 5143.527832
	Iteration 47Q: 3 clusters Score -4323204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4323209.500000 Penalty: 5143.527832
	Iteration 48Q: 3 clusters Score -4323210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4323212.000000 Penalty: 5143.527832
	Iteration 49Q: 3 clusters Score -4323212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -4323209.000000 Penalty: 5143.527832
	Iteration 50Q: 3 clusters Score -4323209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -4323211.500000 Penalty: 5143.527832
	Iteration 51Q: 3 clusters Score -4323212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -4323211.000000 Penalty: 5143.527832
	Iteration 52Q: 3 clusters Score -4323211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4323210.500000 Penalty: 5143.527832
	Iteration 53Q: 3 clusters Score -4323210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4323207.000000 Penalty: 5143.527832
	Iteration 54Q: 3 clusters Score -4323207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4323212.500000 Penalty: 5143.527832
	Iteration 55Q: 3 clusters Score -4323212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4323210.500000 Penalty: 5143.527832
	Iteration 56Q: 3 clusters Score -4323210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4323210.500000 Penalty: 5143.527832
	Iteration 57Q: 3 clusters Score -4323210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4323209.000000 Penalty: 5143.527832
	Iteration 58Q: 3 clusters Score -4323209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4323210.000000 Penalty: 5143.527832
	Iteration 59Q: 3 clusters Score -4323210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -4323207.500000 Penalty: 5143.527832
	Iteration 60F: 3 clusters Score -4323208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -4323207.500000 Penalty: 5143.527832
	Iteration 61Q: 3 clusters Score -4323208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -4323207.500000 Penalty: 5143.527832
	Iteration 62F: 3 clusters Score -4323208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Entering Unmasked Estep 
Score: -503143.000000 Penalty: 2051.280518
	Iteration 0F: 2 clusters Score -503143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -499317.062500 Penalty: 4102.561035
	Iteration 0F: 3 clusters Score -499317.1 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -500162.625000 Penalty: 4102.561035
	Iteration 1F: 3 clusters Score -500162.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -500382.781250 Penalty: 4102.561035
	Iteration 2F: 3 clusters Score -500382.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -500525.750000 Penalty: 4102.561035
	Iteration 3F: 3 clusters Score -500525.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -500660.062500 Penalty: 4102.561035
	Iteration 4Q: 3 clusters Score -500660.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -500822.031250 Penalty: 4102.561035
	Iteration 5Q: 3 clusters Score -500822 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -501009.718750 Penalty: 4102.561035
	Iteration 6Q: 3 clusters Score -501009.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -501212.187500 Penalty: 4102.561035
	Iteration 7Q: 3 clusters Score -501212.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -501393.500000 Penalty: 4102.561035
	Iteration 8Q: 3 clusters Score -501393.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -501558.468750 Penalty: 4102.561035
	Iteration 9Q: 3 clusters Score -501558.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -501700.125000 Penalty: 4102.561035
	Iteration 10Q: 3 clusters Score -501700.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -501859.156250 Penalty: 4102.561035
	Iteration 11Q: 3 clusters Score -501859.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -501997.093750 Penalty: 4102.561035
	Iteration 12Q: 3 clusters Score -501997.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -502074.437500 Penalty: 4102.561035
	Iteration 13Q: 3 clusters Score -502074.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -502117.531250 Penalty: 4102.561035
	Iteration 14Q: 3 clusters Score -502117.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -502146.625000 Penalty: 4102.561035
	Iteration 15Q: 3 clusters Score -502146.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -502175.218750 Penalty: 4102.561035
	Iteration 16Q: 3 clusters Score -502175.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -502207.718750 Penalty: 4102.561035
	Iteration 17Q: 3 clusters Score -502207.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -502231.312500 Penalty: 4102.561035
	Iteration 18Q: 3 clusters Score -502231.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -502243.593750 Penalty: 4102.561035
	Iteration 19Q: 3 clusters Score -502243.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -502254.843750 Penalty: 4102.561035
	Iteration 20F: 3 clusters Score -502254.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -502262.562500 Penalty: 4102.561035
	Iteration 21Q: 3 clusters Score -502262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -502265.906250 Penalty: 4102.561035
	Iteration 22Q: 3 clusters Score -502265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -502267.562500 Penalty: 4102.561035
	Iteration 23Q: 3 clusters Score -502267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -502268.875000 Penalty: 4102.561035
	Iteration 24Q: 3 clusters Score -502268.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -502270.812500 Penalty: 4102.561035
	Iteration 25Q: 3 clusters Score -502270.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -502273.343750 Penalty: 4102.561035
	Iteration 26Q: 3 clusters Score -502273.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -502276.562500 Penalty: 4102.561035
	Iteration 27Q: 3 clusters Score -502276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -502278.468750 Penalty: 4102.561035
	Iteration 28Q: 3 clusters Score -502278.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -502282.062500 Penalty: 4102.561035
	Iteration 29Q: 3 clusters Score -502282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -502283.812500 Penalty: 4102.561035
	Iteration 30Q: 3 clusters Score -502283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -502286.500000 Penalty: 4102.561035
	Iteration 31Q: 3 clusters Score -502286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -502286.937500 Penalty: 4102.561035
	Iteration 32Q: 3 clusters Score -502286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -502287.000000 Penalty: 4102.561035
	Iteration 33Q: 3 clusters Score -502287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -502287.218750 Penalty: 4102.561035
	Iteration 34Q: 3 clusters Score -502287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -502287.718750 Penalty: 4102.561035
	Iteration 35Q: 3 clusters Score -502287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -502287.718750 Penalty: 4102.561035
	Iteration 36F: 3 clusters Score -502287.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174392 members 
Entering Unmasked Estep 
Score: -24039840.000000 Penalty: 2993.127197
	Iteration 0F: 2 clusters Score -2.403984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 86864 members 
Entering Unmasked Estep 
Score: -23926274.000000 Penalty: 5986.254395
	Iteration 0F: 3 clusters Score -2.392627e+07 nChanged 83720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -23974438.000000 Penalty: 5986.254395
	Iteration 1F: 3 clusters Score -2.397444e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -23975618.000000 Penalty: 5986.254395
	Iteration 2Q: 3 clusters Score -2.397562e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98232 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -23977240.000000 Penalty: 5986.254395
	Iteration 3Q: 3 clusters Score -2.397724e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 70201 members 
Entering Unmasked Estep 
Score: -23980248.000000 Penalty: 5986.254395
	Iteration 4Q: 3 clusters Score -2.398025e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113013 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -23985548.000000 Penalty: 5986.254395
	Iteration 5F: 3 clusters Score -2.398555e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125137 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -23995022.000000 Penalty: 5986.254395
	Iteration 6F: 3 clusters Score -2.399502e+07 nChanged 14285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139392 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -24008112.000000 Penalty: 5986.254395
	Iteration 7F: 3 clusters Score -2.400811e+07 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152887 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -24020392.000000 Penalty: 5986.254395
	Iteration 8F: 3 clusters Score -2.402039e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162620 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -24028552.000000 Penalty: 5986.254395
	Iteration 9F: 3 clusters Score -2.402855e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168216 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -24032896.000000 Penalty: 5986.254395
	Iteration 10Q: 3 clusters Score -2.40329e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -24035070.000000 Penalty: 5986.254395
	Iteration 11Q: 3 clusters Score -2.403507e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172414 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -24036022.000000 Penalty: 5986.254395
	Iteration 12Q: 3 clusters Score -2.403602e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173111 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -24036526.000000 Penalty: 5986.254395
	Iteration 13Q: 3 clusters Score -2.403653e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173434 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -24036834.000000 Penalty: 5986.254395
	Iteration 14Q: 3 clusters Score -2.403683e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173600 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -24037044.000000 Penalty: 5986.254395
	Iteration 15Q: 3 clusters Score -2.403704e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173692 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -24037150.000000 Penalty: 5986.254395
	Iteration 16Q: 3 clusters Score -2.403715e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173727 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -24037198.000000 Penalty: 5986.254395
	Iteration 17Q: 3 clusters Score -2.40372e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173754 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -24037226.000000 Penalty: 5986.254395
	Iteration 18Q: 3 clusters Score -2.403723e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173783 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -24037242.000000 Penalty: 5986.254395
	Iteration 19Q: 3 clusters Score -2.403724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173800 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -24037268.000000 Penalty: 5986.254395
	Iteration 20F: 3 clusters Score -2.403727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173813 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -24037278.000000 Penalty: 5986.254395
	Iteration 21Q: 3 clusters Score -2.403728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173821 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -24037276.000000 Penalty: 5986.254395
	Iteration 22Q: 3 clusters Score -2.403728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173822 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -24037278.000000 Penalty: 5986.254395
	Iteration 23Q: 3 clusters Score -2.403728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173825 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -24037282.000000 Penalty: 5986.254395
	Iteration 24Q: 3 clusters Score -2.403728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173828 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -24037288.000000 Penalty: 5986.254395
	Iteration 25Q: 3 clusters Score -2.403729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -24037298.000000 Penalty: 5986.254395
	Iteration 26Q: 3 clusters Score -2.40373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -24037284.000000 Penalty: 5986.254395
	Iteration 27Q: 3 clusters Score -2.403728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173835 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -24037284.000000 Penalty: 5986.254395
	Iteration 28Q: 3 clusters Score -2.403728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173837 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -24037298.000000 Penalty: 5986.254395
	Iteration 29Q: 3 clusters Score -2.40373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173838 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -24037298.000000 Penalty: 5986.254395
	Iteration 30Q: 3 clusters Score -2.40373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173839 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -24037304.000000 Penalty: 5986.254395
	Iteration 31Q: 3 clusters Score -2.40373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173841 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -24037300.000000 Penalty: 5986.254395
	Iteration 32Q: 3 clusters Score -2.40373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173841 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -24037300.000000 Penalty: 5986.254395
	Iteration 33F: 3 clusters Score -2.40373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90280 members 
Mstep: Class 4 contains 158744 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44647 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53423 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149495 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454416.000000 Penalty: 72024.632812
Iteration 239Q: 22 clusters Score -1.374544e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158746 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44647 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149496 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454416.000000 Penalty: 72024.632812
Iteration 240F: 22 clusters Score -1.374544e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158744 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37190 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44647 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53420 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149498 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454400.000000 Penalty: 72024.632812
Iteration 241Q: 22 clusters Score -1.374544e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158745 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37190 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44647 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149498 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454384.000000 Penalty: 72024.632812
Iteration 242Q: 22 clusters Score -1.374544e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158747 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149497 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454368.000000 Penalty: 72024.632812
Iteration 243Q: 22 clusters Score -1.374544e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158746 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149498 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454352.000000 Penalty: 72024.632812
Iteration 244Q: 22 clusters Score -1.374544e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152482 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158745 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149498 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454336.000000 Penalty: 72024.632812
Iteration 245Q: 22 clusters Score -1.374543e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152483 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158744 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103388 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149497 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454384.000000 Penalty: 72024.632812
Iteration 246Q: 22 clusters Score -1.374544e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158744 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149497 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454384.000000 Penalty: 72024.632812
Iteration 247Q: 22 clusters Score -1.374544e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158743 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103388 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149497 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454368.000000 Penalty: 72024.632812
Iteration 248Q: 22 clusters Score -1.374544e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158743 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103388 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149497 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 22 contains 174389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454368.000000 Penalty: 72024.632812
Iteration 249F: 22 clusters Score -1.374544e+08 nChanged 0
Entering ConstructFrom: 
Score: -137454368.000000 Penalty: 72024.632812
Entering ConstructFrom: 
Trying to split cluster 1 (152484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152484 members 
Entering Unmasked Estep 
Score: -21068884.000000 Penalty: 2959.834229
	Iteration 0F: 2 clusters Score -2.106888e+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 76216 members 
Entering Unmasked Estep 
Score: -20969140.000000 Penalty: 5919.668457
	Iteration 0F: 3 clusters Score -2.096914e+07 nChanged 72784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -21010762.000000 Penalty: 5919.668457
	Iteration 1F: 3 clusters Score -2.101076e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -21011490.000000 Penalty: 5919.668457
	Iteration 2Q: 3 clusters Score -2.101149e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -21012364.000000 Penalty: 5919.668457
	Iteration 3Q: 3 clusters Score -2.101236e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 73859 members 
Entering Unmasked Estep 
Score: -21013328.000000 Penalty: 5919.668457
	Iteration 4Q: 3 clusters Score -2.101333e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79858 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -21014646.000000 Penalty: 5919.668457
	Iteration 5Q: 3 clusters Score -2.101465e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -21016430.000000 Penalty: 5919.668457
	Iteration 6Q: 3 clusters Score -2.101643e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -21019258.000000 Penalty: 5919.668457
	Iteration 7Q: 3 clusters Score -2.101926e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -21023352.000000 Penalty: 5919.668457
	Iteration 8Q: 3 clusters Score -2.102335e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -21029110.000000 Penalty: 5919.668457
	Iteration 9F: 3 clusters Score -2.102911e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -21036268.000000 Penalty: 5919.668457
	Iteration 10F: 3 clusters Score -2.103627e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -21042430.000000 Penalty: 5919.668457
	Iteration 11F: 3 clusters Score -2.104243e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -21046242.000000 Penalty: 5919.668457
	Iteration 12F: 3 clusters Score -2.104624e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102281 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -21047932.000000 Penalty: 5919.668457
	Iteration 13Q: 3 clusters Score -2.104793e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -21048960.000000 Penalty: 5919.668457
	Iteration 14Q: 3 clusters Score -2.104896e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -21049616.000000 Penalty: 5919.668457
	Iteration 15Q: 3 clusters Score -2.104962e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107745 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -21050258.000000 Penalty: 5919.668457
	Iteration 16Q: 3 clusters Score -2.105026e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109677 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -21050976.000000 Penalty: 5919.668457
	Iteration 17Q: 3 clusters Score -2.105098e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111660 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -21051494.000000 Penalty: 5919.668457
	Iteration 18Q: 3 clusters Score -2.105149e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113711 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -21052148.000000 Penalty: 5919.668457
	Iteration 19Q: 3 clusters Score -2.105215e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115915 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -21052926.000000 Penalty: 5919.668457
	Iteration 20F: 3 clusters Score -2.105293e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118265 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -21053604.000000 Penalty: 5919.668457
	Iteration 21Q: 3 clusters Score -2.10536e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120725 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -21054450.000000 Penalty: 5919.668457
	Iteration 22Q: 3 clusters Score -2.105445e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123375 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -21055532.000000 Penalty: 5919.668457
	Iteration 23Q: 3 clusters Score -2.105553e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126038 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -21056560.000000 Penalty: 5919.668457
	Iteration 24Q: 3 clusters Score -2.105656e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128771 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -21057628.000000 Penalty: 5919.668457
	Iteration 25Q: 3 clusters Score -2.105763e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131485 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -21058840.000000 Penalty: 5919.668457
	Iteration 26Q: 3 clusters Score -2.105884e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134158 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -21059976.000000 Penalty: 5919.668457
	Iteration 27Q: 3 clusters Score -2.105998e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136631 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -21061054.000000 Penalty: 5919.668457
	Iteration 28Q: 3 clusters Score -2.106105e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -21062068.000000 Penalty: 5919.668457
	Iteration 29Q: 3 clusters Score -2.106207e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140892 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -21062852.000000 Penalty: 5919.668457
	Iteration 30Q: 3 clusters Score -2.106285e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -21063692.000000 Penalty: 5919.668457
	Iteration 31Q: 3 clusters Score -2.106369e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144250 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -21064346.000000 Penalty: 5919.668457
	Iteration 32Q: 3 clusters Score -2.106435e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145624 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -21064808.000000 Penalty: 5919.668457
	Iteration 33Q: 3 clusters Score -2.106481e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146747 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -21065134.000000 Penalty: 5919.668457
	Iteration 34Q: 3 clusters Score -2.106513e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147610 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -21065374.000000 Penalty: 5919.668457
	Iteration 35Q: 3 clusters Score -2.106537e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148296 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -21065622.000000 Penalty: 5919.668457
	Iteration 36Q: 3 clusters Score -2.106562e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148867 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -21065838.000000 Penalty: 5919.668457
	Iteration 37Q: 3 clusters Score -2.106584e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149332 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -21065968.000000 Penalty: 5919.668457
	Iteration 38Q: 3 clusters Score -2.106597e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149698 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -21066050.000000 Penalty: 5919.668457
	Iteration 39Q: 3 clusters Score -2.106605e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149982 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -21066126.000000 Penalty: 5919.668457
	Iteration 40F: 3 clusters Score -2.106613e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150201 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -21066202.000000 Penalty: 5919.668457
	Iteration 41Q: 3 clusters Score -2.10662e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150381 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -21066244.000000 Penalty: 5919.668457
	Iteration 42Q: 3 clusters Score -2.106624e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150536 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -21066322.000000 Penalty: 5919.668457
	Iteration 43Q: 3 clusters Score -2.106632e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150640 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -21066336.000000 Penalty: 5919.668457
	Iteration 44Q: 3 clusters Score -2.106634e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150749 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -21066384.000000 Penalty: 5919.668457
	Iteration 45Q: 3 clusters Score -2.106638e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150833 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -21066394.000000 Penalty: 5919.668457
	Iteration 46Q: 3 clusters Score -2.106639e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150911 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -21066432.000000 Penalty: 5919.668457
	Iteration 47Q: 3 clusters Score -2.106643e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150961 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -21066452.000000 Penalty: 5919.668457
	Iteration 48Q: 3 clusters Score -2.106645e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151002 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -21066470.000000 Penalty: 5919.668457
	Iteration 49Q: 3 clusters Score -2.106647e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151039 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -21066478.000000 Penalty: 5919.668457
	Iteration 50Q: 3 clusters Score -2.106648e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151057 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -21066474.000000 Penalty: 5919.668457
	Iteration 51Q: 3 clusters Score -2.106647e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151077 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -21066490.000000 Penalty: 5919.668457
	Iteration 52Q: 3 clusters Score -2.106649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151097 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -21066496.000000 Penalty: 5919.668457
	Iteration 53Q: 3 clusters Score -2.10665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151107 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -21066490.000000 Penalty: 5919.668457
	Iteration 54Q: 3 clusters Score -2.106649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -21066500.000000 Penalty: 5919.668457
	Iteration 55Q: 3 clusters Score -2.10665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151126 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -21066530.000000 Penalty: 5919.668457
	Iteration 56Q: 3 clusters Score -2.106653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151138 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -21066500.000000 Penalty: 5919.668457
	Iteration 57Q: 3 clusters Score -2.10665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -21066520.000000 Penalty: 5919.668457
	Iteration 58Q: 3 clusters Score -2.106652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151163 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21066536.000000 Penalty: 5919.668457
	Iteration 59Q: 3 clusters Score -2.106654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151173 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -21066554.000000 Penalty: 5919.668457
	Iteration 60F: 3 clusters Score -2.106655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151181 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -21066538.000000 Penalty: 5919.668457
	Iteration 61Q: 3 clusters Score -2.106654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151190 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -21066548.000000 Penalty: 5919.668457
	Iteration 62Q: 3 clusters Score -2.106655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151201 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -21066544.000000 Penalty: 5919.668457
	Iteration 63Q: 3 clusters Score -2.106654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151211 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -21066564.000000 Penalty: 5919.668457
	Iteration 64Q: 3 clusters Score -2.106656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151215 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -21066570.000000 Penalty: 5919.668457
	Iteration 65Q: 3 clusters Score -2.106657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21066562.000000 Penalty: 5919.668457
	Iteration 66Q: 3 clusters Score -2.106656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151226 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21066542.000000 Penalty: 5919.668457
	Iteration 67Q: 3 clusters Score -2.106654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151226 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21066550.000000 Penalty: 5919.668457
	Iteration 68Q: 3 clusters Score -2.106655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151228 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -21066546.000000 Penalty: 5919.668457
	Iteration 69Q: 3 clusters Score -2.106655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151231 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -21066554.000000 Penalty: 5919.668457
	Iteration 70Q: 3 clusters Score -2.106655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151238 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21066558.000000 Penalty: 5919.668457
	Iteration 71Q: 3 clusters Score -2.106656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151242 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -21066552.000000 Penalty: 5919.668457
	Iteration 72Q: 3 clusters Score -2.106655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151247 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -21066556.000000 Penalty: 5919.668457
	Iteration 73Q: 3 clusters Score -2.106656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151250 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -21066560.000000 Penalty: 5919.668457
	Iteration 74Q: 3 clusters Score -2.106656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151250 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -21066560.000000 Penalty: 5919.668457
	Iteration 75F: 3 clusters Score -2.106656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -79700.468750 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -79700.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78207.523438 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -78207.52 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78589.296875 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -78589.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78743.820312 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -78743.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78865.046875 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -78865.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78979.671875 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -78979.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79049.796875 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -79049.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -79103.078125 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -79103.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79160.742188 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -79160.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79220.898438 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -79220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79251.421875 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -79251.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -79279.390625 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -79279.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -79342.468750 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -79342.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -79380.593750 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -79380.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -79438.726562 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -79438.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79543.148438 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -79543.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -79691.804688 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -79691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79703.320312 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -79703.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79707.039062 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -79707.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79725.523438 Penalty: 3234.228271
	Iteration 18F: 3 clusters Score -79725.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79800.953125 Penalty: 3234.228271
	Iteration 19Q: 3 clusters Score -79800.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -79839.320312 Penalty: 3234.228271
	Iteration 20F: 3 clusters Score -79839.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -79966.890625 Penalty: 3234.228271
	Iteration 21Q: 3 clusters Score -79966.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -80087.515625 Penalty: 3234.228271
	Iteration 22Q: 3 clusters Score -80087.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80122.140625 Penalty: 3234.228271
	Iteration 23Q: 3 clusters Score -80122.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -80132.460938 Penalty: 3234.228271
	Iteration 24Q: 3 clusters Score -80132.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80164.929688 Penalty: 3234.228271
	Iteration 25Q: 3 clusters Score -80164.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80203.164062 Penalty: 3234.228271
	Iteration 26Q: 3 clusters Score -80203.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -80227.039062 Penalty: 3234.228271
	Iteration 27Q: 3 clusters Score -80227.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -80262.156250 Penalty: 3234.228271
	Iteration 28Q: 3 clusters Score -80262.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -80283.593750 Penalty: 3234.228271
	Iteration 29Q: 3 clusters Score -80283.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -80290.851562 Penalty: 3234.228271
	Iteration 30Q: 3 clusters Score -80290.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -80294.789062 Penalty: 3234.228271
	Iteration 31Q: 3 clusters Score -80294.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -80295.609375 Penalty: 3234.228271
	Iteration 32Q: 3 clusters Score -80295.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -80337.156250 Penalty: 3234.228271
	Iteration 33F: 3 clusters Score -80337.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -80401.234375 Penalty: 3234.228271
	Iteration 34Q: 3 clusters Score -80401.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -80411.765625 Penalty: 3234.228271
	Iteration 35Q: 3 clusters Score -80411.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -80411.765625 Penalty: 3234.228271
	Iteration 36F: 3 clusters Score -80411.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158743 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103388 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149497 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 21 contains 232 members 
Mstep: Class 22 contains 174389 members 
Entering Unmasked Estep 
Score: -137453216.000000 Penalty: 75454.375000
Splitting cluster 2 changes total score from -137454368.000000 to -137453216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (90279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Entering Unmasked Estep 
Score: -12566461.000000 Penalty: 2829.843750
	Iteration 0F: 2 clusters Score -1.256646e+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 45259 members 
Entering Unmasked Estep 
Score: -12505942.000000 Penalty: 5659.687500
	Iteration 0F: 3 clusters Score -1.250594e+07 nChanged 42672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -12530087.000000 Penalty: 5659.687500
	Iteration 1F: 3 clusters Score -1.253009e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -12530822.000000 Penalty: 5659.687500
	Iteration 2Q: 3 clusters Score -1.253082e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -12531825.000000 Penalty: 5659.687500
	Iteration 3Q: 3 clusters Score -1.253182e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -12533236.000000 Penalty: 5659.687500
	Iteration 4Q: 3 clusters Score -1.253324e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -12535690.000000 Penalty: 5659.687500
	Iteration 5F: 3 clusters Score -1.253569e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -12539648.000000 Penalty: 5659.687500
	Iteration 6F: 3 clusters Score -1.253965e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -12545522.000000 Penalty: 5659.687500
	Iteration 7F: 3 clusters Score -1.254552e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -12552699.000000 Penalty: 5659.687500
	Iteration 8F: 3 clusters Score -1.25527e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -12558670.000000 Penalty: 5659.687500
	Iteration 9F: 3 clusters Score -1.255867e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -12562043.000000 Penalty: 5659.687500
	Iteration 10Q: 3 clusters Score -1.256204e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 89101 members 
Entering Unmasked Estep 
Score: -12563433.000000 Penalty: 5659.687500
	Iteration 11Q: 3 clusters Score -1.256343e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 89519 members 
Entering Unmasked Estep 
Score: -12563887.000000 Penalty: 5659.687500
	Iteration 12Q: 3 clusters Score -1.256389e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -12564166.000000 Penalty: 5659.687500
	Iteration 13Q: 3 clusters Score -1.256417e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -12564340.000000 Penalty: 5659.687500
	Iteration 14Q: 3 clusters Score -1.256434e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -12564417.000000 Penalty: 5659.687500
	Iteration 15Q: 3 clusters Score -1.256442e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -12564449.000000 Penalty: 5659.687500
	Iteration 16Q: 3 clusters Score -1.256445e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 89751 members 
Entering Unmasked Estep 
Score: -12564474.000000 Penalty: 5659.687500
	Iteration 17Q: 3 clusters Score -1.256447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -12564463.000000 Penalty: 5659.687500
	Iteration 18Q: 3 clusters Score -1.256446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -12564470.000000 Penalty: 5659.687500
	Iteration 19Q: 3 clusters Score -1.256447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -12564510.000000 Penalty: 5659.687500
	Iteration 20F: 3 clusters Score -1.256451e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -12564552.000000 Penalty: 5659.687500
	Iteration 21Q: 3 clusters Score -1.256455e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -12564566.000000 Penalty: 5659.687500
	Iteration 22Q: 3 clusters Score -1.256457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -12564598.000000 Penalty: 5659.687500
	Iteration 23Q: 3 clusters Score -1.25646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -12564609.000000 Penalty: 5659.687500
	Iteration 24Q: 3 clusters Score -1.256461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 89726 members 
Entering Unmasked Estep 
Score: -12564632.000000 Penalty: 5659.687500
	Iteration 25Q: 3 clusters Score -1.256463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -12564651.000000 Penalty: 5659.687500
	Iteration 26Q: 3 clusters Score -1.256465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -12564661.000000 Penalty: 5659.687500
	Iteration 27Q: 3 clusters Score -1.256466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 89736 members 
Entering Unmasked Estep 
Score: -12564672.000000 Penalty: 5659.687500
	Iteration 28Q: 3 clusters Score -1.256467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 89738 members 
Entering Unmasked Estep 
Score: -12564662.000000 Penalty: 5659.687500
	Iteration 29Q: 3 clusters Score -1.256466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -12564673.000000 Penalty: 5659.687500
	Iteration 30Q: 3 clusters Score -1.256467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -12564698.000000 Penalty: 5659.687500
	Iteration 31Q: 3 clusters Score -1.25647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 89738 members 
Entering Unmasked Estep 
Score: -12564716.000000 Penalty: 5659.687500
	Iteration 32Q: 3 clusters Score -1.256472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 89738 members 
Entering Unmasked Estep 
Score: -12564729.000000 Penalty: 5659.687500
	Iteration 33Q: 3 clusters Score -1.256473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 89738 members 
Entering Unmasked Estep 
Score: -12564753.000000 Penalty: 5659.687500
	Iteration 34Q: 3 clusters Score -1.256475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -12564766.000000 Penalty: 5659.687500
	Iteration 35Q: 3 clusters Score -1.256477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -12564784.000000 Penalty: 5659.687500
	Iteration 36Q: 3 clusters Score -1.256478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 89721 members 
Entering Unmasked Estep 
Score: -12564797.000000 Penalty: 5659.687500
	Iteration 37Q: 3 clusters Score -1.25648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 89703 members 
Entering Unmasked Estep 
Score: -12564810.000000 Penalty: 5659.687500
	Iteration 38Q: 3 clusters Score -1.256481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -12564828.000000 Penalty: 5659.687500
	Iteration 39Q: 3 clusters Score -1.256483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -12564823.000000 Penalty: 5659.687500
	Iteration 40F: 3 clusters Score -1.256482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -12564832.000000 Penalty: 5659.687500
	Iteration 41Q: 3 clusters Score -1.256483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 89672 members 
Entering Unmasked Estep 
Score: -12564840.000000 Penalty: 5659.687500
	Iteration 42Q: 3 clusters Score -1.256484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -12564838.000000 Penalty: 5659.687500
	Iteration 43Q: 3 clusters Score -1.256484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -12564835.000000 Penalty: 5659.687500
	Iteration 44Q: 3 clusters Score -1.256484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -12564843.000000 Penalty: 5659.687500
	Iteration 45Q: 3 clusters Score -1.256484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -12564845.000000 Penalty: 5659.687500
	Iteration 46Q: 3 clusters Score -1.256484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -12564846.000000 Penalty: 5659.687500
	Iteration 47Q: 3 clusters Score -1.256485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -12564846.000000 Penalty: 5659.687500
	Iteration 48Q: 3 clusters Score -1.256485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -12564867.000000 Penalty: 5659.687500
	Iteration 49Q: 3 clusters Score -1.256487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -12564870.000000 Penalty: 5659.687500
	Iteration 50Q: 3 clusters Score -1.256487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 89656 members 
Entering Unmasked Estep 
Score: -12564876.000000 Penalty: 5659.687500
	Iteration 51Q: 3 clusters Score -1.256488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -12564865.000000 Penalty: 5659.687500
	Iteration 52Q: 3 clusters Score -1.256486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -12564866.000000 Penalty: 5659.687500
	Iteration 53Q: 3 clusters Score -1.256487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -12564876.000000 Penalty: 5659.687500
	Iteration 54Q: 3 clusters Score -1.256488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 89645 members 
Entering Unmasked Estep 
Score: -12564876.000000 Penalty: 5659.687500
	Iteration 55Q: 3 clusters Score -1.256488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 89643 members 
Entering Unmasked Estep 
Score: -12564871.000000 Penalty: 5659.687500
	Iteration 56Q: 3 clusters Score -1.256487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 89639 members 
Entering Unmasked Estep 
Score: -12564878.000000 Penalty: 5659.687500
	Iteration 57Q: 3 clusters Score -1.256488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -12564882.000000 Penalty: 5659.687500
	Iteration 58Q: 3 clusters Score -1.256488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -12564890.000000 Penalty: 5659.687500
	Iteration 59Q: 3 clusters Score -1.256489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 89623 members 
Entering Unmasked Estep 
Score: -12564890.000000 Penalty: 5659.687500
	Iteration 60F: 3 clusters Score -1.256489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -12564898.000000 Penalty: 5659.687500
	Iteration 61Q: 3 clusters Score -1.25649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 89615 members 
Entering Unmasked Estep 
Score: -12564897.000000 Penalty: 5659.687500
	Iteration 62Q: 3 clusters Score -1.25649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 89613 members 
Entering Unmasked Estep 
Score: -12564898.000000 Penalty: 5659.687500
	Iteration 63Q: 3 clusters Score -1.25649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -12564904.000000 Penalty: 5659.687500
	Iteration 64Q: 3 clusters Score -1.25649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 89613 members 
Entering Unmasked Estep 
Score: -12564904.000000 Penalty: 5659.687500
	Iteration 65Q: 3 clusters Score -1.25649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 89613 members 
Entering Unmasked Estep 
Score: -12564904.000000 Penalty: 5659.687500
	Iteration 66F: 3 clusters Score -1.25649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158743 members 
Entering Unmasked Estep 
Score: -21856860.000000 Penalty: 2969.810303
	Iteration 0F: 2 clusters Score -2.185686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -21753414.000000 Penalty: 5939.620605
	Iteration 0F: 3 clusters Score -2.175341e+07 nChanged 75814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79623 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -21797846.000000 Penalty: 5939.620605
	Iteration 1F: 3 clusters Score -2.179785e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -21799048.000000 Penalty: 5939.620605
	Iteration 2Q: 3 clusters Score -2.179905e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -21800484.000000 Penalty: 5939.620605
	Iteration 3Q: 3 clusters Score -2.180048e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -21802256.000000 Penalty: 5939.620605
	Iteration 4Q: 3 clusters Score -2.180226e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -21804790.000000 Penalty: 5939.620605
	Iteration 5Q: 3 clusters Score -2.180479e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 78983 members 
Entering Unmasked Estep 
Score: -21808240.000000 Penalty: 5939.620605
	Iteration 6Q: 3 clusters Score -2.180824e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -21812776.000000 Penalty: 5939.620605
	Iteration 7F: 3 clusters Score -2.181278e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79500 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -21818710.000000 Penalty: 5939.620605
	Iteration 8F: 3 clusters Score -2.181871e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -21825738.000000 Penalty: 5939.620605
	Iteration 9F: 3 clusters Score -2.182574e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79042 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -21830846.000000 Penalty: 5939.620605
	Iteration 10F: 3 clusters Score -2.183085e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -21833444.000000 Penalty: 5939.620605
	Iteration 11Q: 3 clusters Score -2.183344e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78503 members 
Mstep: Class 2 contains 80240 members 
Entering Unmasked Estep 
Score: -21834400.000000 Penalty: 5939.620605
	Iteration 12Q: 3 clusters Score -2.18344e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -21834816.000000 Penalty: 5939.620605
	Iteration 13Q: 3 clusters Score -2.183482e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78249 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -21835256.000000 Penalty: 5939.620605
	Iteration 14Q: 3 clusters Score -2.183526e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -21835438.000000 Penalty: 5939.620605
	Iteration 15Q: 3 clusters Score -2.183544e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -21835714.000000 Penalty: 5939.620605
	Iteration 16Q: 3 clusters Score -2.183571e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -21836124.000000 Penalty: 5939.620605
	Iteration 17Q: 3 clusters Score -2.183612e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -21836344.000000 Penalty: 5939.620605
	Iteration 18Q: 3 clusters Score -2.183634e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -21836604.000000 Penalty: 5939.620605
	Iteration 19Q: 3 clusters Score -2.18366e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 81023 members 
Entering Unmasked Estep 
Score: -21836922.000000 Penalty: 5939.620605
	Iteration 20F: 3 clusters Score -2.183692e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -21837206.000000 Penalty: 5939.620605
	Iteration 21Q: 3 clusters Score -2.183721e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -21837436.000000 Penalty: 5939.620605
	Iteration 22Q: 3 clusters Score -2.183744e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -21837566.000000 Penalty: 5939.620605
	Iteration 23Q: 3 clusters Score -2.183757e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77606 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -21837714.000000 Penalty: 5939.620605
	Iteration 24Q: 3 clusters Score -2.183771e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77549 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -21837832.000000 Penalty: 5939.620605
	Iteration 25Q: 3 clusters Score -2.183783e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -21837878.000000 Penalty: 5939.620605
	Iteration 26Q: 3 clusters Score -2.183788e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77418 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -21838084.000000 Penalty: 5939.620605
	Iteration 27Q: 3 clusters Score -2.183808e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -21838100.000000 Penalty: 5939.620605
	Iteration 28Q: 3 clusters Score -2.18381e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 81613 members 
Entering Unmasked Estep 
Score: -21838140.000000 Penalty: 5939.620605
	Iteration 29Q: 3 clusters Score -2.183814e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 81770 members 
Entering Unmasked Estep 
Score: -21838252.000000 Penalty: 5939.620605
	Iteration 30Q: 3 clusters Score -2.183825e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -21838312.000000 Penalty: 5939.620605
	Iteration 31Q: 3 clusters Score -2.183831e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 82119 members 
Entering Unmasked Estep 
Score: -21838412.000000 Penalty: 5939.620605
	Iteration 32Q: 3 clusters Score -2.183841e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -21838422.000000 Penalty: 5939.620605
	Iteration 33Q: 3 clusters Score -2.183842e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -21838526.000000 Penalty: 5939.620605
	Iteration 34Q: 3 clusters Score -2.183853e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 82768 members 
Entering Unmasked Estep 
Score: -21838548.000000 Penalty: 5939.620605
	Iteration 35Q: 3 clusters Score -2.183855e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -21838554.000000 Penalty: 5939.620605
	Iteration 36Q: 3 clusters Score -2.183855e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75451 members 
Mstep: Class 2 contains 83292 members 
Entering Unmasked Estep 
Score: -21838624.000000 Penalty: 5939.620605
	Iteration 37Q: 3 clusters Score -2.183862e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 83563 members 
Entering Unmasked Estep 
Score: -21838742.000000 Penalty: 5939.620605
	Iteration 38Q: 3 clusters Score -2.183874e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 83857 members 
Entering Unmasked Estep 
Score: -21838740.000000 Penalty: 5939.620605
	Iteration 39Q: 3 clusters Score -2.183874e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 84158 members 
Entering Unmasked Estep 
Score: -21838824.000000 Penalty: 5939.620605
	Iteration 40F: 3 clusters Score -2.183882e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -21838856.000000 Penalty: 5939.620605
	Iteration 41Q: 3 clusters Score -2.183886e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 84845 members 
Entering Unmasked Estep 
Score: -21838864.000000 Penalty: 5939.620605
	Iteration 42Q: 3 clusters Score -2.183886e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -21838886.000000 Penalty: 5939.620605
	Iteration 43Q: 3 clusters Score -2.183889e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 85584 members 
Entering Unmasked Estep 
Score: -21838942.000000 Penalty: 5939.620605
	Iteration 44Q: 3 clusters Score -2.183894e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 85975 members 
Entering Unmasked Estep 
Score: -21839018.000000 Penalty: 5939.620605
	Iteration 45Q: 3 clusters Score -2.183902e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -21839036.000000 Penalty: 5939.620605
	Iteration 46Q: 3 clusters Score -2.183904e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -21839112.000000 Penalty: 5939.620605
	Iteration 47Q: 3 clusters Score -2.183911e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 87117 members 
Entering Unmasked Estep 
Score: -21839136.000000 Penalty: 5939.620605
	Iteration 48Q: 3 clusters Score -2.183914e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 87490 members 
Entering Unmasked Estep 
Score: -21839250.000000 Penalty: 5939.620605
	Iteration 49Q: 3 clusters Score -2.183925e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 87878 members 
Entering Unmasked Estep 
Score: -21839262.000000 Penalty: 5939.620605
	Iteration 50Q: 3 clusters Score -2.183926e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -21839316.000000 Penalty: 5939.620605
	Iteration 51Q: 3 clusters Score -2.183932e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 88716 members 
Entering Unmasked Estep 
Score: -21839300.000000 Penalty: 5939.620605
	Iteration 52Q: 3 clusters Score -2.18393e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -21839290.000000 Penalty: 5939.620605
	Iteration 53Q: 3 clusters Score -2.183929e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 89583 members 
Entering Unmasked Estep 
Score: -21839356.000000 Penalty: 5939.620605
	Iteration 54Q: 3 clusters Score -2.183936e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 90039 members 
Entering Unmasked Estep 
Score: -21839368.000000 Penalty: 5939.620605
	Iteration 55Q: 3 clusters Score -2.183937e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -21839402.000000 Penalty: 5939.620605
	Iteration 56Q: 3 clusters Score -2.18394e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -21839446.000000 Penalty: 5939.620605
	Iteration 57Q: 3 clusters Score -2.183945e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 91508 members 
Entering Unmasked Estep 
Score: -21839432.000000 Penalty: 5939.620605
	Iteration 58Q: 3 clusters Score -2.183943e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -21839550.000000 Penalty: 5939.620605
	Iteration 59Q: 3 clusters Score -2.183955e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -21839580.000000 Penalty: 5939.620605
	Iteration 60F: 3 clusters Score -2.183958e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 92866 members 
Entering Unmasked Estep 
Score: -21839660.000000 Penalty: 5939.620605
	Iteration 61Q: 3 clusters Score -2.183966e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -21839640.000000 Penalty: 5939.620605
	Iteration 62Q: 3 clusters Score -2.183964e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -21839666.000000 Penalty: 5939.620605
	Iteration 63Q: 3 clusters Score -2.183967e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -21839720.000000 Penalty: 5939.620605
	Iteration 64Q: 3 clusters Score -2.183972e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -21839780.000000 Penalty: 5939.620605
	Iteration 65Q: 3 clusters Score -2.183978e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 95278 members 
Entering Unmasked Estep 
Score: -21839850.000000 Penalty: 5939.620605
	Iteration 66Q: 3 clusters Score -2.183985e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 95773 members 
Entering Unmasked Estep 
Score: -21839894.000000 Penalty: 5939.620605
	Iteration 67Q: 3 clusters Score -2.183989e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -21839888.000000 Penalty: 5939.620605
	Iteration 68Q: 3 clusters Score -2.183989e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -21839898.000000 Penalty: 5939.620605
	Iteration 69Q: 3 clusters Score -2.18399e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 97303 members 
Entering Unmasked Estep 
Score: -21839902.000000 Penalty: 5939.620605
	Iteration 70Q: 3 clusters Score -2.18399e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 97893 members 
Entering Unmasked Estep 
Score: -21839938.000000 Penalty: 5939.620605
	Iteration 71Q: 3 clusters Score -2.183994e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -21840034.000000 Penalty: 5939.620605
	Iteration 72Q: 3 clusters Score -2.184003e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -21840082.000000 Penalty: 5939.620605
	Iteration 73Q: 3 clusters Score -2.184008e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 99596 members 
Entering Unmasked Estep 
Score: -21840134.000000 Penalty: 5939.620605
	Iteration 74Q: 3 clusters Score -2.184013e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 100186 members 
Entering Unmasked Estep 
Score: -21840170.000000 Penalty: 5939.620605
	Iteration 75Q: 3 clusters Score -2.184017e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 100780 members 
Entering Unmasked Estep 
Score: -21840192.000000 Penalty: 5939.620605
	Iteration 76Q: 3 clusters Score -2.184019e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -21840248.000000 Penalty: 5939.620605
	Iteration 77Q: 3 clusters Score -2.184025e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 102107 members 
Entering Unmasked Estep 
Score: -21840332.000000 Penalty: 5939.620605
	Iteration 78Q: 3 clusters Score -2.184033e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 102863 members 
Entering Unmasked Estep 
Score: -21840358.000000 Penalty: 5939.620605
	Iteration 79Q: 3 clusters Score -2.184036e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -21840436.000000 Penalty: 5939.620605
	Iteration 80F: 3 clusters Score -2.184044e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 104573 members 
Entering Unmasked Estep 
Score: -21840576.000000 Penalty: 5939.620605
	Iteration 81Q: 3 clusters Score -2.184058e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 105529 members 
Entering Unmasked Estep 
Score: -21840758.000000 Penalty: 5939.620605
	Iteration 82Q: 3 clusters Score -2.184076e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 106489 members 
Entering Unmasked Estep 
Score: -21840828.000000 Penalty: 5939.620605
	Iteration 83Q: 3 clusters Score -2.184083e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 107544 members 
Entering Unmasked Estep 
Score: -21841010.000000 Penalty: 5939.620605
	Iteration 84Q: 3 clusters Score -2.184101e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -21841186.000000 Penalty: 5939.620605
	Iteration 85Q: 3 clusters Score -2.184119e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 109964 members 
Entering Unmasked Estep 
Score: -21841346.000000 Penalty: 5939.620605
	Iteration 86Q: 3 clusters Score -2.184135e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 111306 members 
Entering Unmasked Estep 
Score: -21841596.000000 Penalty: 5939.620605
	Iteration 87Q: 3 clusters Score -2.18416e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 112645 members 
Entering Unmasked Estep 
Score: -21841838.000000 Penalty: 5939.620605
	Iteration 88Q: 3 clusters Score -2.184184e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -21842144.000000 Penalty: 5939.620605
	Iteration 89Q: 3 clusters Score -2.184214e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 115549 members 
Entering Unmasked Estep 
Score: -21842348.000000 Penalty: 5939.620605
	Iteration 90Q: 3 clusters Score -2.184235e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 117061 members 
Entering Unmasked Estep 
Score: -21842670.000000 Penalty: 5939.620605
	Iteration 91Q: 3 clusters Score -2.184267e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 118674 members 
Entering Unmasked Estep 
Score: -21843016.000000 Penalty: 5939.620605
	Iteration 92Q: 3 clusters Score -2.184302e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 120418 members 
Entering Unmasked Estep 
Score: -21843472.000000 Penalty: 5939.620605
	Iteration 93Q: 3 clusters Score -2.184347e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 122199 members 
Entering Unmasked Estep 
Score: -21843862.000000 Penalty: 5939.620605
	Iteration 94Q: 3 clusters Score -2.184386e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 124111 members 
Entering Unmasked Estep 
Score: -21844326.000000 Penalty: 5939.620605
	Iteration 95Q: 3 clusters Score -2.184433e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 126084 members 
Entering Unmasked Estep 
Score: -21844788.000000 Penalty: 5939.620605
	Iteration 96Q: 3 clusters Score -2.184479e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 128104 members 
Entering Unmasked Estep 
Score: -21845318.000000 Penalty: 5939.620605
	Iteration 97Q: 3 clusters Score -2.184532e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 130219 members 
Entering Unmasked Estep 
Score: -21845830.000000 Penalty: 5939.620605
	Iteration 98Q: 3 clusters Score -2.184583e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 132449 members 
Entering Unmasked Estep 
Score: -21846394.000000 Penalty: 5939.620605
	Iteration 99Q: 3 clusters Score -2.184639e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 134727 members 
Entering Unmasked Estep 
Score: -21846998.000000 Penalty: 5939.620605
	Iteration 100F: 3 clusters Score -2.1847e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 136875 members 
Entering Unmasked Estep 
Score: -21847614.000000 Penalty: 5939.620605
	Iteration 101Q: 3 clusters Score -2.184761e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 138867 members 
Entering Unmasked Estep 
Score: -21848202.000000 Penalty: 5939.620605
	Iteration 102Q: 3 clusters Score -2.18482e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 140788 members 
Entering Unmasked Estep 
Score: -21848794.000000 Penalty: 5939.620605
	Iteration 103Q: 3 clusters Score -2.184879e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 142578 members 
Entering Unmasked Estep 
Score: -21849262.000000 Penalty: 5939.620605
	Iteration 104Q: 3 clusters Score -2.184926e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 144177 members 
Entering Unmasked Estep 
Score: -21849608.000000 Penalty: 5939.620605
	Iteration 105Q: 3 clusters Score -2.184961e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 145662 members 
Entering Unmasked Estep 
Score: -21850146.000000 Penalty: 5939.620605
	Iteration 106Q: 3 clusters Score -2.185015e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 147036 members 
Entering Unmasked Estep 
Score: -21850452.000000 Penalty: 5939.620605
	Iteration 107Q: 3 clusters Score -2.185045e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 148239 members 
Entering Unmasked Estep 
Score: -21850796.000000 Penalty: 5939.620605
	Iteration 108Q: 3 clusters Score -2.18508e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 149301 members 
Entering Unmasked Estep 
Score: -21851058.000000 Penalty: 5939.620605
	Iteration 109Q: 3 clusters Score -2.185106e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 150275 members 
Entering Unmasked Estep 
Score: -21851336.000000 Penalty: 5939.620605
	Iteration 110Q: 3 clusters Score -2.185134e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 151088 members 
Entering Unmasked Estep 
Score: -21851628.000000 Penalty: 5939.620605
	Iteration 111Q: 3 clusters Score -2.185163e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 151843 members 
Entering Unmasked Estep 
Score: -21851768.000000 Penalty: 5939.620605
	Iteration 112Q: 3 clusters Score -2.185177e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 152495 members 
Entering Unmasked Estep 
Score: -21852034.000000 Penalty: 5939.620605
	Iteration 113Q: 3 clusters Score -2.185203e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 153052 members 
Entering Unmasked Estep 
Score: -21852260.000000 Penalty: 5939.620605
	Iteration 114Q: 3 clusters Score -2.185226e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 153588 members 
Entering Unmasked Estep 
Score: -21852498.000000 Penalty: 5939.620605
	Iteration 115Q: 3 clusters Score -2.18525e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 154029 members 
Entering Unmasked Estep 
Score: -21852546.000000 Penalty: 5939.620605
	Iteration 116Q: 3 clusters Score -2.185255e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 154386 members 
Entering Unmasked Estep 
Score: -21852714.000000 Penalty: 5939.620605
	Iteration 117Q: 3 clusters Score -2.185271e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 154694 members 
Entering Unmasked Estep 
Score: -21852888.000000 Penalty: 5939.620605
	Iteration 118Q: 3 clusters Score -2.185289e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 154970 members 
Entering Unmasked Estep 
Score: -21853016.000000 Penalty: 5939.620605
	Iteration 119Q: 3 clusters Score -2.185302e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 155205 members 
Entering Unmasked Estep 
Score: -21853082.000000 Penalty: 5939.620605
	Iteration 120F: 3 clusters Score -2.185308e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 155400 members 
Entering Unmasked Estep 
Score: -21853196.000000 Penalty: 5939.620605
	Iteration 121Q: 3 clusters Score -2.18532e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 155579 members 
Entering Unmasked Estep 
Score: -21853324.000000 Penalty: 5939.620605
	Iteration 122Q: 3 clusters Score -2.185332e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 155730 members 
Entering Unmasked Estep 
Score: -21853420.000000 Penalty: 5939.620605
	Iteration 123Q: 3 clusters Score -2.185342e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 155856 members 
Entering Unmasked Estep 
Score: -21853480.000000 Penalty: 5939.620605
	Iteration 124Q: 3 clusters Score -2.185348e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 155970 members 
Entering Unmasked Estep 
Score: -21853538.000000 Penalty: 5939.620605
	Iteration 125Q: 3 clusters Score -2.185354e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 156072 members 
Entering Unmasked Estep 
Score: -21853578.000000 Penalty: 5939.620605
	Iteration 126Q: 3 clusters Score -2.185358e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 156169 members 
Entering Unmasked Estep 
Score: -21853670.000000 Penalty: 5939.620605
	Iteration 127Q: 3 clusters Score -2.185367e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 156253 members 
Entering Unmasked Estep 
Score: -21853716.000000 Penalty: 5939.620605
	Iteration 128Q: 3 clusters Score -2.185372e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 156333 members 
Entering Unmasked Estep 
Score: -21853738.000000 Penalty: 5939.620605
	Iteration 129Q: 3 clusters Score -2.185374e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 156404 members 
Entering Unmasked Estep 
Score: -21853782.000000 Penalty: 5939.620605
	Iteration 130Q: 3 clusters Score -2.185378e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 156466 members 
Entering Unmasked Estep 
Score: -21853806.000000 Penalty: 5939.620605
	Iteration 131Q: 3 clusters Score -2.185381e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 156520 members 
Entering Unmasked Estep 
Score: -21853830.000000 Penalty: 5939.620605
	Iteration 132Q: 3 clusters Score -2.185383e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 156568 members 
Entering Unmasked Estep 
Score: -21853890.000000 Penalty: 5939.620605
	Iteration 133Q: 3 clusters Score -2.185389e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 156613 members 
Entering Unmasked Estep 
Score: -21853924.000000 Penalty: 5939.620605
	Iteration 134Q: 3 clusters Score -2.185392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 156640 members 
Entering Unmasked Estep 
Score: -21853934.000000 Penalty: 5939.620605
	Iteration 135Q: 3 clusters Score -2.185393e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 156662 members 
Entering Unmasked Estep 
Score: -21853942.000000 Penalty: 5939.620605
	Iteration 136Q: 3 clusters Score -2.185394e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 156681 members 
Entering Unmasked Estep 
Score: -21853960.000000 Penalty: 5939.620605
	Iteration 137Q: 3 clusters Score -2.185396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 156703 members 
Entering Unmasked Estep 
Score: -21853970.000000 Penalty: 5939.620605
	Iteration 138Q: 3 clusters Score -2.185397e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 156727 members 
Entering Unmasked Estep 
Score: -21853960.000000 Penalty: 5939.620605
	Iteration 139Q: 3 clusters Score -2.185396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 156744 members 
Entering Unmasked Estep 
Score: -21853970.000000 Penalty: 5939.620605
	Iteration 140F: 3 clusters Score -2.185397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 156763 members 
Entering Unmasked Estep 
Score: -21853972.000000 Penalty: 5939.620605
	Iteration 141Q: 3 clusters Score -2.185397e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 156785 members 
Entering Unmasked Estep 
Score: -21854006.000000 Penalty: 5939.620605
	Iteration 142Q: 3 clusters Score -2.185401e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 156808 members 
Entering Unmasked Estep 
Score: -21854006.000000 Penalty: 5939.620605
	Iteration 143Q: 3 clusters Score -2.185401e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 156835 members 
Entering Unmasked Estep 
Score: -21854012.000000 Penalty: 5939.620605
	Iteration 144Q: 3 clusters Score -2.185401e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -21854040.000000 Penalty: 5939.620605
	Iteration 145Q: 3 clusters Score -2.185404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 156869 members 
Entering Unmasked Estep 
Score: -21854046.000000 Penalty: 5939.620605
	Iteration 146Q: 3 clusters Score -2.185405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 156884 members 
Entering Unmasked Estep 
Score: -21854044.000000 Penalty: 5939.620605
	Iteration 147Q: 3 clusters Score -2.185404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 156903 members 
Entering Unmasked Estep 
Score: -21854054.000000 Penalty: 5939.620605
	Iteration 148Q: 3 clusters Score -2.185405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 156923 members 
Entering Unmasked Estep 
Score: -21854052.000000 Penalty: 5939.620605
	Iteration 149Q: 3 clusters Score -2.185405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 156933 members 
Entering Unmasked Estep 
Score: -21854052.000000 Penalty: 5939.620605
	Iteration 150Q: 3 clusters Score -2.185405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 156946 members 
Entering Unmasked Estep 
Score: -21854060.000000 Penalty: 5939.620605
	Iteration 151Q: 3 clusters Score -2.185406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 156963 members 
Entering Unmasked Estep 
Score: -21854052.000000 Penalty: 5939.620605
	Iteration 152Q: 3 clusters Score -2.185405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 156972 members 
Entering Unmasked Estep 
Score: -21854074.000000 Penalty: 5939.620605
	Iteration 153Q: 3 clusters Score -2.185407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -21854058.000000 Penalty: 5939.620605
	Iteration 154Q: 3 clusters Score -2.185406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 156981 members 
Entering Unmasked Estep 
Score: -21854064.000000 Penalty: 5939.620605
	Iteration 155Q: 3 clusters Score -2.185406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -21854064.000000 Penalty: 5939.620605
	Iteration 156Q: 3 clusters Score -2.185406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -21854056.000000 Penalty: 5939.620605
	Iteration 157Q: 3 clusters Score -2.185406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -21854062.000000 Penalty: 5939.620605
	Iteration 158Q: 3 clusters Score -2.185406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -21854054.000000 Penalty: 5939.620605
	Iteration 159Q: 3 clusters Score -2.185405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 156994 members 
Entering Unmasked Estep 
Score: -21854080.000000 Penalty: 5939.620605
	Iteration 160F: 3 clusters Score -2.185408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -21854076.000000 Penalty: 5939.620605
	Iteration 161Q: 3 clusters Score -2.185408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -21854076.000000 Penalty: 5939.620605
	Iteration 162F: 3 clusters Score -2.185408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -569127.250000 Penalty: 2074.917480
	Iteration 0F: 2 clusters Score -569127.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -565058.625000 Penalty: 4149.834961
	Iteration 0F: 3 clusters Score -565058.6 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -565980.937500 Penalty: 4149.834961
	Iteration 1F: 3 clusters Score -565980.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -566196.375000 Penalty: 4149.834961
	Iteration 2F: 3 clusters Score -566196.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -566338.687500 Penalty: 4149.834961
	Iteration 3Q: 3 clusters Score -566338.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -566466.250000 Penalty: 4149.834961
	Iteration 4Q: 3 clusters Score -566466.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -566594.562500 Penalty: 4149.834961
	Iteration 5Q: 3 clusters Score -566594.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -566730.875000 Penalty: 4149.834961
	Iteration 6Q: 3 clusters Score -566730.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -566861.000000 Penalty: 4149.834961
	Iteration 7Q: 3 clusters Score -566861 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -566971.437500 Penalty: 4149.834961
	Iteration 8Q: 3 clusters Score -566971.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -567064.500000 Penalty: 4149.834961
	Iteration 9Q: 3 clusters Score -567064.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -567143.375000 Penalty: 4149.834961
	Iteration 10Q: 3 clusters Score -567143.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -567213.500000 Penalty: 4149.834961
	Iteration 11Q: 3 clusters Score -567213.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -567273.062500 Penalty: 4149.834961
	Iteration 12Q: 3 clusters Score -567273.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -567325.500000 Penalty: 4149.834961
	Iteration 13Q: 3 clusters Score -567325.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -567380.562500 Penalty: 4149.834961
	Iteration 14Q: 3 clusters Score -567380.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -567423.812500 Penalty: 4149.834961
	Iteration 15Q: 3 clusters Score -567423.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -567455.937500 Penalty: 4149.834961
	Iteration 16Q: 3 clusters Score -567455.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -567484.312500 Penalty: 4149.834961
	Iteration 17Q: 3 clusters Score -567484.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -567516.000000 Penalty: 4149.834961
	Iteration 18Q: 3 clusters Score -567516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -567537.562500 Penalty: 4149.834961
	Iteration 19Q: 3 clusters Score -567537.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -567557.875000 Penalty: 4149.834961
	Iteration 20F: 3 clusters Score -567557.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -567581.562500 Penalty: 4149.834961
	Iteration 21Q: 3 clusters Score -567581.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -567605.250000 Penalty: 4149.834961
	Iteration 22Q: 3 clusters Score -567605.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -567624.062500 Penalty: 4149.834961
	Iteration 23Q: 3 clusters Score -567624.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -567640.000000 Penalty: 4149.834961
	Iteration 24Q: 3 clusters Score -567640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -567648.625000 Penalty: 4149.834961
	Iteration 25Q: 3 clusters Score -567648.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -567656.750000 Penalty: 4149.834961
	Iteration 26Q: 3 clusters Score -567656.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -567665.937500 Penalty: 4149.834961
	Iteration 27Q: 3 clusters Score -567665.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -567676.187500 Penalty: 4149.834961
	Iteration 28Q: 3 clusters Score -567676.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -567683.062500 Penalty: 4149.834961
	Iteration 29Q: 3 clusters Score -567683.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -567689.187500 Penalty: 4149.834961
	Iteration 30Q: 3 clusters Score -567689.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -567692.937500 Penalty: 4149.834961
	Iteration 31Q: 3 clusters Score -567692.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -567697.500000 Penalty: 4149.834961
	Iteration 32Q: 3 clusters Score -567697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -567701.437500 Penalty: 4149.834961
	Iteration 33Q: 3 clusters Score -567701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -567704.187500 Penalty: 4149.834961
	Iteration 34Q: 3 clusters Score -567704.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -567708.875000 Penalty: 4149.834961
	Iteration 35Q: 3 clusters Score -567708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -567710.312500 Penalty: 4149.834961
	Iteration 36Q: 3 clusters Score -567710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -567710.312500 Penalty: 4149.834961
	Iteration 37Q: 3 clusters Score -567710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -567710.812500 Penalty: 4149.834961
	Iteration 38Q: 3 clusters Score -567710.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -567710.812500 Penalty: 4149.834961
	Iteration 39F: 3 clusters Score -567710.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Entering Unmasked Estep 
Score: -5188751.500000 Penalty: 2609.894531
	Iteration 0F: 2 clusters Score -5188752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5163559.000000 Penalty: 5219.789062
	Iteration 0F: 3 clusters Score -5163559 nChanged 16948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -5172656.000000 Penalty: 5219.789062
	Iteration 1F: 3 clusters Score -5172656 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -5173143.500000 Penalty: 5219.789062
	Iteration 2Q: 3 clusters Score -5173144 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -5173586.500000 Penalty: 5219.789062
	Iteration 3Q: 3 clusters Score -5173586 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -5174102.000000 Penalty: 5219.789062
	Iteration 4Q: 3 clusters Score -5174102 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -5174760.500000 Penalty: 5219.789062
	Iteration 5Q: 3 clusters Score -5174760 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -5175820.500000 Penalty: 5219.789062
	Iteration 6F: 3 clusters Score -5175820 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -5177405.500000 Penalty: 5219.789062
	Iteration 7F: 3 clusters Score -5177406 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -5179651.000000 Penalty: 5219.789062
	Iteration 8F: 3 clusters Score -5179651 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -5182083.500000 Penalty: 5219.789062
	Iteration 9F: 3 clusters Score -5182084 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -5184021.500000 Penalty: 5219.789062
	Iteration 10F: 3 clusters Score -5184022 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5185217.500000 Penalty: 5219.789062
	Iteration 11Q: 3 clusters Score -5185218 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5185815.000000 Penalty: 5219.789062
	Iteration 12Q: 3 clusters Score -5185815 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5186148.500000 Penalty: 5219.789062
	Iteration 13Q: 3 clusters Score -5186148 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5186341.000000 Penalty: 5219.789062
	Iteration 14Q: 3 clusters Score -5186341 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5186418.500000 Penalty: 5219.789062
	Iteration 15Q: 3 clusters Score -5186418 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5186497.500000 Penalty: 5219.789062
	Iteration 16Q: 3 clusters Score -5186498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5186551.000000 Penalty: 5219.789062
	Iteration 17Q: 3 clusters Score -5186551 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5186584.500000 Penalty: 5219.789062
	Iteration 18Q: 3 clusters Score -5186584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5186630.000000 Penalty: 5219.789062
	Iteration 19Q: 3 clusters Score -5186630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5186645.500000 Penalty: 5219.789062
	Iteration 20F: 3 clusters Score -5186646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5186675.000000 Penalty: 5219.789062
	Iteration 21Q: 3 clusters Score -5186675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5186699.000000 Penalty: 5219.789062
	Iteration 22Q: 3 clusters Score -5186699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5186706.500000 Penalty: 5219.789062
	Iteration 23Q: 3 clusters Score -5186706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5186696.000000 Penalty: 5219.789062
	Iteration 24Q: 3 clusters Score -5186696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5186712.000000 Penalty: 5219.789062
	Iteration 25Q: 3 clusters Score -5186712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5186722.000000 Penalty: 5219.789062
	Iteration 26Q: 3 clusters Score -5186722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5186728.000000 Penalty: 5219.789062
	Iteration 27Q: 3 clusters Score -5186728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5186724.500000 Penalty: 5219.789062
	Iteration 28Q: 3 clusters Score -5186724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5186732.000000 Penalty: 5219.789062
	Iteration 29Q: 3 clusters Score -5186732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5186730.000000 Penalty: 5219.789062
	Iteration 30Q: 3 clusters Score -5186730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5186732.500000 Penalty: 5219.789062
	Iteration 31Q: 3 clusters Score -5186732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5186733.000000 Penalty: 5219.789062
	Iteration 32Q: 3 clusters Score -5186733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5186734.000000 Penalty: 5219.789062
	Iteration 33Q: 3 clusters Score -5186734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5186732.500000 Penalty: 5219.789062
	Iteration 34Q: 3 clusters Score -5186732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5186737.000000 Penalty: 5219.789062
	Iteration 35Q: 3 clusters Score -5186737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5186736.000000 Penalty: 5219.789062
	Iteration 36Q: 3 clusters Score -5186736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5186747.000000 Penalty: 5219.789062
	Iteration 37Q: 3 clusters Score -5186747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5186747.000000 Penalty: 5219.789062
	Iteration 38F: 3 clusters Score -5186747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -34220.378906 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -34220.38 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 148 members 
Entering Unmasked Estep 
Score: -33081.894531 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -33081.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33258.031250 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -33258.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33319.347656 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -33319.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33362.734375 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -33362.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33389.957031 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -33389.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33422.421875 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -33422.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33460.808594 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -33460.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33465.062500 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -33465.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33469.738281 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -33469.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33476.695312 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -33476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33488.460938 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -33488.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33497.683594 Penalty: 2842.129395
	Iteration 11Q: 3 clusters Score -33497.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33497.683594 Penalty: 2842.129395
	Iteration 12F: 3 clusters Score -33497.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (103388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Entering Unmasked Estep 
Score: -14343400.000000 Penalty: 2863.468750
	Iteration 0F: 2 clusters Score -1.43434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -14274475.000000 Penalty: 5726.937500
	Iteration 0F: 3 clusters Score -1.427448e+07 nChanged 48975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -14303375.000000 Penalty: 5726.937500
	Iteration 1F: 3 clusters Score -1.430338e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -14305134.000000 Penalty: 5726.937500
	Iteration 2Q: 3 clusters Score -1.430513e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -14308159.000000 Penalty: 5726.937500
	Iteration 3F: 3 clusters Score -1.430816e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -14313954.000000 Penalty: 5726.937500
	Iteration 4F: 3 clusters Score -1.431395e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 84934 members 
Entering Unmasked Estep 
Score: -14322717.000000 Penalty: 5726.937500
	Iteration 5F: 3 clusters Score -1.432272e+07 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -14331788.000000 Penalty: 5726.937500
	Iteration 6F: 3 clusters Score -1.433179e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 99515 members 
Entering Unmasked Estep 
Score: -14337785.000000 Penalty: 5726.937500
	Iteration 7F: 3 clusters Score -1.433778e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
Score: -14339979.000000 Penalty: 5726.937500
	Iteration 8Q: 3 clusters Score -1.433998e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 102593 members 
Entering Unmasked Estep 
Score: -14340631.000000 Penalty: 5726.937500
	Iteration 9Q: 3 clusters Score -1.434063e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 102810 members 
Entering Unmasked Estep 
Score: -14340842.000000 Penalty: 5726.937500
	Iteration 10Q: 3 clusters Score -1.434084e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 102863 members 
Entering Unmasked Estep 
Score: -14340948.000000 Penalty: 5726.937500
	Iteration 11Q: 3 clusters Score -1.434095e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 102891 members 
Entering Unmasked Estep 
Score: -14340983.000000 Penalty: 5726.937500
	Iteration 12Q: 3 clusters Score -1.434098e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 102900 members 
Entering Unmasked Estep 
Score: -14341012.000000 Penalty: 5726.937500
	Iteration 13Q: 3 clusters Score -1.434101e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 102907 members 
Entering Unmasked Estep 
Score: -14341042.000000 Penalty: 5726.937500
	Iteration 14Q: 3 clusters Score -1.434104e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 102920 members 
Entering Unmasked Estep 
Score: -14341071.000000 Penalty: 5726.937500
	Iteration 15Q: 3 clusters Score -1.434107e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 102920 members 
Entering Unmasked Estep 
Score: -14341099.000000 Penalty: 5726.937500
	Iteration 16Q: 3 clusters Score -1.43411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 102931 members 
Entering Unmasked Estep 
Score: -14341131.000000 Penalty: 5726.937500
	Iteration 17Q: 3 clusters Score -1.434113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 102934 members 
Entering Unmasked Estep 
Score: -14341131.000000 Penalty: 5726.937500
	Iteration 18Q: 3 clusters Score -1.434113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 102932 members 
Entering Unmasked Estep 
Score: -14341131.000000 Penalty: 5726.937500
	Iteration 19Q: 3 clusters Score -1.434113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 102928 members 
Entering Unmasked Estep 
Score: -14341145.000000 Penalty: 5726.937500
	Iteration 20F: 3 clusters Score -1.434114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 102928 members 
Entering Unmasked Estep 
Score: -14341152.000000 Penalty: 5726.937500
	Iteration 21Q: 3 clusters Score -1.434115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 102925 members 
Entering Unmasked Estep 
Score: -14341156.000000 Penalty: 5726.937500
	Iteration 22Q: 3 clusters Score -1.434116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -14341157.000000 Penalty: 5726.937500
	Iteration 23Q: 3 clusters Score -1.434116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 102923 members 
Entering Unmasked Estep 
Score: -14341160.000000 Penalty: 5726.937500
	Iteration 24Q: 3 clusters Score -1.434116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -14341164.000000 Penalty: 5726.937500
	Iteration 25Q: 3 clusters Score -1.434116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -14341164.000000 Penalty: 5726.937500
	Iteration 26F: 3 clusters Score -1.434116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Entering Unmasked Estep 
Score: -6213142.500000 Penalty: 2655.228027
	Iteration 0F: 2 clusters Score -6213142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -6182790.000000 Penalty: 5310.456055
	Iteration 0F: 3 clusters Score -6182790 nChanged 20646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -6194288.500000 Penalty: 5310.456055
	Iteration 1F: 3 clusters Score -6194288 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -6194876.500000 Penalty: 5310.456055
	Iteration 2Q: 3 clusters Score -6194876 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -6195635.000000 Penalty: 5310.456055
	Iteration 3Q: 3 clusters Score -6195635 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -6196442.500000 Penalty: 5310.456055
	Iteration 4Q: 3 clusters Score -6196442 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -6197447.000000 Penalty: 5310.456055
	Iteration 5Q: 3 clusters Score -6197447 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -6198618.500000 Penalty: 5310.456055
	Iteration 6F: 3 clusters Score -6198618 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -6199764.000000 Penalty: 5310.456055
	Iteration 7F: 3 clusters Score -6199764 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -6201088.000000 Penalty: 5310.456055
	Iteration 8F: 3 clusters Score -6201088 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -6202432.000000 Penalty: 5310.456055
	Iteration 9F: 3 clusters Score -6202432 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -6203776.500000 Penalty: 5310.456055
	Iteration 10F: 3 clusters Score -6203776 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -6205079.000000 Penalty: 5310.456055
	Iteration 11Q: 3 clusters Score -6205079 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -6205903.500000 Penalty: 5310.456055
	Iteration 12Q: 3 clusters Score -6205904 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -6206328.500000 Penalty: 5310.456055
	Iteration 13Q: 3 clusters Score -6206328 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -6206572.000000 Penalty: 5310.456055
	Iteration 14Q: 3 clusters Score -6206572 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -6206720.000000 Penalty: 5310.456055
	Iteration 15Q: 3 clusters Score -6206720 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -6206880.500000 Penalty: 5310.456055
	Iteration 16Q: 3 clusters Score -6206880 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -6206983.000000 Penalty: 5310.456055
	Iteration 17Q: 3 clusters Score -6206983 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -6207084.500000 Penalty: 5310.456055
	Iteration 18Q: 3 clusters Score -6207084 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -6207149.000000 Penalty: 5310.456055
	Iteration 19Q: 3 clusters Score -6207149 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -6207233.000000 Penalty: 5310.456055
	Iteration 20F: 3 clusters Score -6207233 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -6207272.500000 Penalty: 5310.456055
	Iteration 21Q: 3 clusters Score -6207272 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -6207333.500000 Penalty: 5310.456055
	Iteration 22Q: 3 clusters Score -6207334 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -6207387.500000 Penalty: 5310.456055
	Iteration 23Q: 3 clusters Score -6207388 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -6207426.500000 Penalty: 5310.456055
	Iteration 24Q: 3 clusters Score -6207426 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -6207495.000000 Penalty: 5310.456055
	Iteration 25Q: 3 clusters Score -6207495 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -6207522.500000 Penalty: 5310.456055
	Iteration 26Q: 3 clusters Score -6207522 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -6207578.500000 Penalty: 5310.456055
	Iteration 27Q: 3 clusters Score -6207578 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -6207634.000000 Penalty: 5310.456055
	Iteration 28Q: 3 clusters Score -6207634 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -6207701.000000 Penalty: 5310.456055
	Iteration 29Q: 3 clusters Score -6207701 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -6207729.000000 Penalty: 5310.456055
	Iteration 30Q: 3 clusters Score -6207729 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -6207781.000000 Penalty: 5310.456055
	Iteration 31Q: 3 clusters Score -6207781 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -6207836.500000 Penalty: 5310.456055
	Iteration 32Q: 3 clusters Score -6207836 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -6207884.500000 Penalty: 5310.456055
	Iteration 33Q: 3 clusters Score -6207884 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -6207917.000000 Penalty: 5310.456055
	Iteration 34Q: 3 clusters Score -6207917 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -6207977.000000 Penalty: 5310.456055
	Iteration 35Q: 3 clusters Score -6207977 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -6208040.000000 Penalty: 5310.456055
	Iteration 36Q: 3 clusters Score -6208040 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -6208107.000000 Penalty: 5310.456055
	Iteration 37Q: 3 clusters Score -6208107 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -6208201.500000 Penalty: 5310.456055
	Iteration 38Q: 3 clusters Score -6208202 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -6208305.500000 Penalty: 5310.456055
	Iteration 39Q: 3 clusters Score -6208306 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -6208396.500000 Penalty: 5310.456055
	Iteration 40F: 3 clusters Score -6208396 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -6208480.500000 Penalty: 5310.456055
	Iteration 41Q: 3 clusters Score -6208480 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -6208567.500000 Penalty: 5310.456055
	Iteration 42Q: 3 clusters Score -6208568 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -6208650.000000 Penalty: 5310.456055
	Iteration 43Q: 3 clusters Score -6208650 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -6208772.500000 Penalty: 5310.456055
	Iteration 44Q: 3 clusters Score -6208772 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -6208891.000000 Penalty: 5310.456055
	Iteration 45Q: 3 clusters Score -6208891 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -6209027.500000 Penalty: 5310.456055
	Iteration 46Q: 3 clusters Score -6209028 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -6209167.500000 Penalty: 5310.456055
	Iteration 47Q: 3 clusters Score -6209168 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -6209296.500000 Penalty: 5310.456055
	Iteration 48Q: 3 clusters Score -6209296 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -6209418.500000 Penalty: 5310.456055
	Iteration 49Q: 3 clusters Score -6209418 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -6209560.500000 Penalty: 5310.456055
	Iteration 50Q: 3 clusters Score -6209560 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -6209641.000000 Penalty: 5310.456055
	Iteration 51Q: 3 clusters Score -6209641 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -6209783.500000 Penalty: 5310.456055
	Iteration 52Q: 3 clusters Score -6209784 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -6209925.000000 Penalty: 5310.456055
	Iteration 53Q: 3 clusters Score -6209925 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -6210022.000000 Penalty: 5310.456055
	Iteration 54Q: 3 clusters Score -6210022 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -6210116.500000 Penalty: 5310.456055
	Iteration 55Q: 3 clusters Score -6210116 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -6210263.000000 Penalty: 5310.456055
	Iteration 56Q: 3 clusters Score -6210263 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -6210364.000000 Penalty: 5310.456055
	Iteration 57Q: 3 clusters Score -6210364 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -6210466.500000 Penalty: 5310.456055
	Iteration 58Q: 3 clusters Score -6210466 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -6210563.000000 Penalty: 5310.456055
	Iteration 59Q: 3 clusters Score -6210563 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -6210658.500000 Penalty: 5310.456055
	Iteration 60F: 3 clusters Score -6210658 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -6210750.000000 Penalty: 5310.456055
	Iteration 61Q: 3 clusters Score -6210750 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -6210809.500000 Penalty: 5310.456055
	Iteration 62Q: 3 clusters Score -6210810 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -6210858.000000 Penalty: 5310.456055
	Iteration 63Q: 3 clusters Score -6210858 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -6210902.000000 Penalty: 5310.456055
	Iteration 64Q: 3 clusters Score -6210902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -6210938.000000 Penalty: 5310.456055
	Iteration 65Q: 3 clusters Score -6210938 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -6210965.500000 Penalty: 5310.456055
	Iteration 66Q: 3 clusters Score -6210966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -6211011.000000 Penalty: 5310.456055
	Iteration 67Q: 3 clusters Score -6211011 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -6211043.500000 Penalty: 5310.456055
	Iteration 68Q: 3 clusters Score -6211044 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -6211057.000000 Penalty: 5310.456055
	Iteration 69Q: 3 clusters Score -6211057 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -6211092.000000 Penalty: 5310.456055
	Iteration 70Q: 3 clusters Score -6211092 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -6211131.000000 Penalty: 5310.456055
	Iteration 71Q: 3 clusters Score -6211131 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -6211173.500000 Penalty: 5310.456055
	Iteration 72Q: 3 clusters Score -6211174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -6211166.000000 Penalty: 5310.456055
	Iteration 73Q: 3 clusters Score -6211166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -6211183.500000 Penalty: 5310.456055
	Iteration 74Q: 3 clusters Score -6211184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -6211206.000000 Penalty: 5310.456055
	Iteration 75Q: 3 clusters Score -6211206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -6211238.000000 Penalty: 5310.456055
	Iteration 76Q: 3 clusters Score -6211238 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -6211284.000000 Penalty: 5310.456055
	Iteration 77Q: 3 clusters Score -6211284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -6211326.000000 Penalty: 5310.456055
	Iteration 78Q: 3 clusters Score -6211326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -6211350.500000 Penalty: 5310.456055
	Iteration 79Q: 3 clusters Score -6211350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -6211366.000000 Penalty: 5310.456055
	Iteration 80F: 3 clusters Score -6211366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -6211400.000000 Penalty: 5310.456055
	Iteration 81Q: 3 clusters Score -6211400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -6211428.500000 Penalty: 5310.456055
	Iteration 82Q: 3 clusters Score -6211428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -6211469.000000 Penalty: 5310.456055
	Iteration 83Q: 3 clusters Score -6211469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -6211480.000000 Penalty: 5310.456055
	Iteration 84Q: 3 clusters Score -6211480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -6211505.500000 Penalty: 5310.456055
	Iteration 85Q: 3 clusters Score -6211506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -6211515.000000 Penalty: 5310.456055
	Iteration 86Q: 3 clusters Score -6211515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -6211520.000000 Penalty: 5310.456055
	Iteration 87Q: 3 clusters Score -6211520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -6211527.000000 Penalty: 5310.456055
	Iteration 88Q: 3 clusters Score -6211527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -6211537.500000 Penalty: 5310.456055
	Iteration 89Q: 3 clusters Score -6211538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -6211541.000000 Penalty: 5310.456055
	Iteration 90Q: 3 clusters Score -6211541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -6211541.000000 Penalty: 5310.456055
	Iteration 91Q: 3 clusters Score -6211541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -6211549.500000 Penalty: 5310.456055
	Iteration 92Q: 3 clusters Score -6211550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -6211555.500000 Penalty: 5310.456055
	Iteration 93Q: 3 clusters Score -6211556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -6211565.000000 Penalty: 5310.456055
	Iteration 94Q: 3 clusters Score -6211565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -6211574.000000 Penalty: 5310.456055
	Iteration 95Q: 3 clusters Score -6211574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -6211581.000000 Penalty: 5310.456055
	Iteration 96Q: 3 clusters Score -6211581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -6211587.500000 Penalty: 5310.456055
	Iteration 97Q: 3 clusters Score -6211588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -6211596.500000 Penalty: 5310.456055
	Iteration 98Q: 3 clusters Score -6211596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -6211601.500000 Penalty: 5310.456055
	Iteration 99Q: 3 clusters Score -6211602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -6211600.500000 Penalty: 5310.456055
	Iteration 100F: 3 clusters Score -6211600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -6211604.500000 Penalty: 5310.456055
	Iteration 101Q: 3 clusters Score -6211604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -6211608.000000 Penalty: 5310.456055
	Iteration 102Q: 3 clusters Score -6211608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -6211602.500000 Penalty: 5310.456055
	Iteration 103Q: 3 clusters Score -6211602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -6211610.000000 Penalty: 5310.456055
	Iteration 104Q: 3 clusters Score -6211610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -6211612.000000 Penalty: 5310.456055
	Iteration 105Q: 3 clusters Score -6211612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -6211612.500000 Penalty: 5310.456055
	Iteration 106Q: 3 clusters Score -6211612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -6211612.500000 Penalty: 5310.456055
	Iteration 107F: 3 clusters Score -6211612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -101722.609375 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -101722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -100084.375000 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -100084.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -100784.554688 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -100784.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -101147.820312 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -101147.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -101354.250000 Penalty: 3356.031006
	Iteration 3F: 3 clusters Score -101354.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -101564.585938 Penalty: 3356.031006
	Iteration 4F: 3 clusters Score -101564.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -101729.046875 Penalty: 3356.031006
	Iteration 5Q: 3 clusters Score -101729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -101855.835938 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -101855.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -102110.242188 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -102110.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -102221.539062 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -102221.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -102308.906250 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -102308.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -102368.703125 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -102368.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -102402.859375 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -102402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -102425.070312 Penalty: 3356.031006
	Iteration 12Q: 3 clusters Score -102425.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -102451.289062 Penalty: 3356.031006
	Iteration 13Q: 3 clusters Score -102451.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -102459.804688 Penalty: 3356.031006
	Iteration 14Q: 3 clusters Score -102459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -102466.781250 Penalty: 3356.031006
	Iteration 15Q: 3 clusters Score -102466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -102472.312500 Penalty: 3356.031006
	Iteration 16Q: 3 clusters Score -102472.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102481.320312 Penalty: 3356.031006
	Iteration 17Q: 3 clusters Score -102481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -102494.992188 Penalty: 3356.031006
	Iteration 18Q: 3 clusters Score -102495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -102511.773438 Penalty: 3356.031006
	Iteration 19Q: 3 clusters Score -102511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -102546.476562 Penalty: 3356.031006
	Iteration 20F: 3 clusters Score -102546.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -102590.796875 Penalty: 3356.031006
	Iteration 21Q: 3 clusters Score -102590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -102624.078125 Penalty: 3356.031006
	Iteration 22Q: 3 clusters Score -102624.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -102648.257812 Penalty: 3356.031006
	Iteration 23Q: 3 clusters Score -102648.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -102650.507812 Penalty: 3356.031006
	Iteration 24F: 3 clusters Score -102650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -102652.953125 Penalty: 3356.031006
	Iteration 25Q: 3 clusters Score -102653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -102652.953125 Penalty: 3356.031006
	Iteration 26F: 3 clusters Score -102653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158743 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103388 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 542 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149497 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 174389 members 
Entering Unmasked Estep 
Score: -137453696.000000 Penalty: 75454.375000
Splitting cluster 10 changes total score from -137454368.000000 to -137453696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -137522.562500 Penalty: 1735.856812
	Iteration 0F: 2 clusters Score -137522.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -135558.125000 Penalty: 3471.713623
	Iteration 0F: 3 clusters Score -135558.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -136204.796875 Penalty: 3471.713623
	Iteration 1F: 3 clusters Score -136204.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -136553.203125 Penalty: 3471.713623
	Iteration 2F: 3 clusters Score -136553.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -136696.640625 Penalty: 3471.713623
	Iteration 3F: 3 clusters Score -136696.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -136773.140625 Penalty: 3471.713623
	Iteration 4Q: 3 clusters Score -136773.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -136818.109375 Penalty: 3471.713623
	Iteration 5Q: 3 clusters Score -136818.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -136872.609375 Penalty: 3471.713623
	Iteration 6Q: 3 clusters Score -136872.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -136979.625000 Penalty: 3471.713623
	Iteration 7Q: 3 clusters Score -136979.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -137076.843750 Penalty: 3471.713623
	Iteration 8Q: 3 clusters Score -137076.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -137161.703125 Penalty: 3471.713623
	Iteration 9Q: 3 clusters Score -137161.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -137237.984375 Penalty: 3471.713623
	Iteration 10Q: 3 clusters Score -137238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -137275.781250 Penalty: 3471.713623
	Iteration 11Q: 3 clusters Score -137275.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -137287.359375 Penalty: 3471.713623
	Iteration 12Q: 3 clusters Score -137287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -137287.796875 Penalty: 3471.713623
	Iteration 13Q: 3 clusters Score -137287.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -137287.796875 Penalty: 3471.713623
	Iteration 14F: 3 clusters Score -137287.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -160206.812500 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -160206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158129.187500 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -158129.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -158442.296875 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -158442.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -158547.671875 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -158547.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -158598.750000 Penalty: 3514.191895
	Iteration 3Q: 3 clusters Score -158598.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -158639.281250 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -158639.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -158695.093750 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -158695.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -158761.890625 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -158761.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -158835.343750 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -158835.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -158925.093750 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -158925.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -158995.734375 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -158995.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -159045.468750 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -159045.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -159076.046875 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -159076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -159094.343750 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -159094.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -159111.500000 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -159111.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -159122.312500 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -159122.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -159133.359375 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -159133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -159144.250000 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -159144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -159147.828125 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -159147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -159151.906250 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -159151.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -159174.468750 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -159174.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -159207.000000 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -159207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -159223.500000 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -159223.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -159236.109375 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -159236.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -159239.656250 Penalty: 3514.191895
	Iteration 23Q: 3 clusters Score -159239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -159241.421875 Penalty: 3514.191895
	Iteration 24Q: 3 clusters Score -159241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -159242.187500 Penalty: 3514.191895
	Iteration 25Q: 3 clusters Score -159242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -159242.187500 Penalty: 3514.191895
	Iteration 26F: 3 clusters Score -159242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -121744.781250 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -121744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -119920.789062 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -119920.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120730.960938 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -120731 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121343.414062 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -121343.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121541.453125 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -121541.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121596.640625 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -121596.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -121649.984375 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -121650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121800.093750 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -121800.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -122271.953125 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -122272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -122374.304688 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -122374.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -122461.695312 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -122461.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -122512.242188 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -122512.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -122579.609375 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -122579.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -122601.445312 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -122601.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -122605.335938 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -122605.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -122608.968750 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -122609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -122608.968750 Penalty: 3438.010010
	Iteration 15F: 3 clusters Score -122609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 90279 members 
Mstep: Class 4 contains 158743 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 103388 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 53421 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 149497 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 22 contains 174389 members 
Entering Unmasked Estep 
Score: -137453536.000000 Penalty: 75454.375000
Splitting cluster 13 changes total score from -137454368.000000 to -137453536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Entering Unmasked Estep 
Score: -461535.437500 Penalty: 2018.581299
	Iteration 0F: 2 clusters Score -461535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -458011.281250 Penalty: 4037.162598
	Iteration 0F: 3 clusters Score -458011.3 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -458753.656250 Penalty: 4037.162598
	Iteration 1F: 3 clusters Score -458753.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -458889.250000 Penalty: 4037.162598
	Iteration 2F: 3 clusters Score -458889.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -458995.375000 Penalty: 4037.162598
	Iteration 3Q: 3 clusters Score -458995.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -459081.437500 Penalty: 4037.162598
	Iteration 4Q: 3 clusters Score -459081.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -459143.437500 Penalty: 4037.162598
	Iteration 5Q: 3 clusters Score -459143.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -459191.281250 Penalty: 4037.162598
	Iteration 6Q: 3 clusters Score -459191.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -459225.281250 Penalty: 4037.162598
	Iteration 7Q: 3 clusters Score -459225.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -459242.718750 Penalty: 4037.162598
	Iteration 8Q: 3 clusters Score -459242.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -459253.843750 Penalty: 4037.162598
	Iteration 9Q: 3 clusters Score -459253.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -459257.187500 Penalty: 4037.162598
	Iteration 10Q: 3 clusters Score -459257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -459262.468750 Penalty: 4037.162598
	Iteration 11Q: 3 clusters Score -459262.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -459270.468750 Penalty: 4037.162598
	Iteration 12Q: 3 clusters Score -459270.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -459275.093750 Penalty: 4037.162598
	Iteration 13Q: 3 clusters Score -459275.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -459279.343750 Penalty: 4037.162598
	Iteration 14Q: 3 clusters Score -459279.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -459284.718750 Penalty: 4037.162598
	Iteration 15Q: 3 clusters Score -459284.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -459289.968750 Penalty: 4037.162598
	Iteration 16Q: 3 clusters Score -459290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -459295.250000 Penalty: 4037.162598
	Iteration 17Q: 3 clusters Score -459295.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -459298.125000 Penalty: 4037.162598
	Iteration 18Q: 3 clusters Score -459298.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -459299.093750 Penalty: 4037.162598
	Iteration 19Q: 3 clusters Score -459299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -459300.718750 Penalty: 4037.162598
	Iteration 20F: 3 clusters Score -459300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -459301.312500 Penalty: 4037.162598
	Iteration 21Q: 3 clusters Score -459301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -459302.000000 Penalty: 4037.162598
	Iteration 22Q: 3 clusters Score -459302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -459303.250000 Penalty: 4037.162598
	Iteration 23Q: 3 clusters Score -459303.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -459303.687500 Penalty: 4037.162598
	Iteration 24Q: 3 clusters Score -459303.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -459306.937500 Penalty: 4037.162598
	Iteration 25Q: 3 clusters Score -459306.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -459308.125000 Penalty: 4037.162598
	Iteration 26Q: 3 clusters Score -459308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -459309.718750 Penalty: 4037.162598
	Iteration 27Q: 3 clusters Score -459309.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -459309.906250 Penalty: 4037.162598
	Iteration 28Q: 3 clusters Score -459309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -459311.093750 Penalty: 4037.162598
	Iteration 29Q: 3 clusters Score -459311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -459310.437500 Penalty: 4037.162598
	Iteration 30Q: 3 clusters Score -459310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -459310.750000 Penalty: 4037.162598
	Iteration 31Q: 3 clusters Score -459310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -459312.187500 Penalty: 4037.162598
	Iteration 32Q: 3 clusters Score -459312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -459312.875000 Penalty: 4037.162598
	Iteration 33Q: 3 clusters Score -459312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -459313.968750 Penalty: 4037.162598
	Iteration 34Q: 3 clusters Score -459314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -459313.250000 Penalty: 4037.162598
	Iteration 35Q: 3 clusters Score -459313.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -459313.250000 Penalty: 4037.162598
	Iteration 36F: 3 clusters Score -459313.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Entering Unmasked Estep 
Score: -7194388.500000 Penalty: 2699.718018
	Iteration 0F: 2 clusters Score -7194388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -7158304.500000 Penalty: 5399.436035
	Iteration 0F: 3 clusters Score -7158304 nChanged 24857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -7172176.000000 Penalty: 5399.436035
	Iteration 1F: 3 clusters Score -7172176 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -7172691.500000 Penalty: 5399.436035
	Iteration 2Q: 3 clusters Score -7172692 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -7173109.000000 Penalty: 5399.436035
	Iteration 3Q: 3 clusters Score -7173109 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -7173538.500000 Penalty: 5399.436035
	Iteration 4Q: 3 clusters Score -7173538 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -7173944.500000 Penalty: 5399.436035
	Iteration 5Q: 3 clusters Score -7173944 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -7174481.000000 Penalty: 5399.436035
	Iteration 6Q: 3 clusters Score -7174481 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -7175210.500000 Penalty: 5399.436035
	Iteration 7Q: 3 clusters Score -7175210 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -7176246.500000 Penalty: 5399.436035
	Iteration 8Q: 3 clusters Score -7176246 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -7177575.000000 Penalty: 5399.436035
	Iteration 9F: 3 clusters Score -7177575 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -7179227.500000 Penalty: 5399.436035
	Iteration 10F: 3 clusters Score -7179228 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -7181161.500000 Penalty: 5399.436035
	Iteration 11F: 3 clusters Score -7181162 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -7183234.500000 Penalty: 5399.436035
	Iteration 12F: 3 clusters Score -7183234 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -7185262.500000 Penalty: 5399.436035
	Iteration 13F: 3 clusters Score -7185262 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -7187201.000000 Penalty: 5399.436035
	Iteration 14Q: 3 clusters Score -7187201 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -7188906.500000 Penalty: 5399.436035
	Iteration 15Q: 3 clusters Score -7188906 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -7190239.000000 Penalty: 5399.436035
	Iteration 16Q: 3 clusters Score -7190239 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -7191123.000000 Penalty: 5399.436035
	Iteration 17Q: 3 clusters Score -7191123 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -7191596.000000 Penalty: 5399.436035
	Iteration 18Q: 3 clusters Score -7191596 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -7191837.000000 Penalty: 5399.436035
	Iteration 19Q: 3 clusters Score -7191837 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -7192006.000000 Penalty: 5399.436035
	Iteration 20F: 3 clusters Score -7192006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -7192076.000000 Penalty: 5399.436035
	Iteration 21Q: 3 clusters Score -7192076 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -7192154.000000 Penalty: 5399.436035
	Iteration 22Q: 3 clusters Score -7192154 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -7192202.500000 Penalty: 5399.436035
	Iteration 23Q: 3 clusters Score -7192202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -7192222.500000 Penalty: 5399.436035
	Iteration 24Q: 3 clusters Score -7192222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -7192233.000000 Penalty: 5399.436035
	Iteration 25Q: 3 clusters Score -7192233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -7192247.500000 Penalty: 5399.436035
	Iteration 26Q: 3 clusters Score -7192248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -7192265.000000 Penalty: 5399.436035
	Iteration 27Q: 3 clusters Score -7192265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -7192271.500000 Penalty: 5399.436035
	Iteration 28Q: 3 clusters Score -7192272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -7192277.000000 Penalty: 5399.436035
	Iteration 29Q: 3 clusters Score -7192277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -7192307.500000 Penalty: 5399.436035
	Iteration 30Q: 3 clusters Score -7192308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -7192310.000000 Penalty: 5399.436035
	Iteration 31Q: 3 clusters Score -7192310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -7192315.000000 Penalty: 5399.436035
	Iteration 32Q: 3 clusters Score -7192315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -7192325.500000 Penalty: 5399.436035
	Iteration 33Q: 3 clusters Score -7192326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -7192331.500000 Penalty: 5399.436035
	Iteration 34Q: 3 clusters Score -7192332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -7192330.000000 Penalty: 5399.436035
	Iteration 35Q: 3 clusters Score -7192330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -7192341.000000 Penalty: 5399.436035
	Iteration 36Q: 3 clusters Score -7192341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -7192339.000000 Penalty: 5399.436035
	Iteration 37Q: 3 clusters Score -7192339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -7192341.500000 Penalty: 5399.436035
	Iteration 38Q: 3 clusters Score -7192342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -7192345.500000 Penalty: 5399.436035
	Iteration 39Q: 3 clusters Score -7192346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -7192347.500000 Penalty: 5399.436035
	Iteration 40F: 3 clusters Score -7192348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -7192360.000000 Penalty: 5399.436035
	Iteration 41Q: 3 clusters Score -7192360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -7192359.000000 Penalty: 5399.436035
	Iteration 42Q: 3 clusters Score -7192359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -7192358.000000 Penalty: 5399.436035
	Iteration 43Q: 3 clusters Score -7192358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -7192357.500000 Penalty: 5399.436035
	Iteration 44Q: 3 clusters Score -7192358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -7192354.500000 Penalty: 5399.436035
	Iteration 45Q: 3 clusters Score -7192354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -7192351.500000 Penalty: 5399.436035
	Iteration 46Q: 3 clusters Score -7192352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -7192358.000000 Penalty: 5399.436035
	Iteration 47Q: 3 clusters Score -7192358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -7192355.500000 Penalty: 5399.436035
	Iteration 48Q: 3 clusters Score -7192356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -7192357.500000 Penalty: 5399.436035
	Iteration 49Q: 3 clusters Score -7192358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -7192359.500000 Penalty: 5399.436035
	Iteration 50Q: 3 clusters Score -7192360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -7192356.000000 Penalty: 5399.436035
	Iteration 51Q: 3 clusters Score -7192356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -7192357.000000 Penalty: 5399.436035
	Iteration 52Q: 3 clusters Score -7192357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -7192358.500000 Penalty: 5399.436035
	Iteration 53Q: 3 clusters Score -7192358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -7192362.500000 Penalty: 5399.436035
	Iteration 54Q: 3 clusters Score -7192362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -7192362.500000 Penalty: 5399.436035
	Iteration 55Q: 3 clusters Score -7192362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -7192361.000000 Penalty: 5399.436035
	Iteration 56Q: 3 clusters Score -7192361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -7192361.000000 Penalty: 5399.436035
	Iteration 57F: 3 clusters Score -7192361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -27671.355469 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -27671.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26489.771484 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -26489.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26538.318359 Penalty: 2677.488770
	Iteration 1Q: 3 clusters Score -26538.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26552.939453 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -26552.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26556.156250 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -26556.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26565.769531 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -26565.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26569.435547 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -26569.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26569.435547 Penalty: 2677.488770
	Iteration 6F: 3 clusters Score -26569.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (149497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149497 members 
Entering Unmasked Estep 
Score: -20584376.000000 Penalty: 2954.927734
	Iteration 0F: 2 clusters Score -2.058438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -20486150.000000 Penalty: 5909.855469
	Iteration 0F: 3 clusters Score -2.048615e+07 nChanged 71435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -20527888.000000 Penalty: 5909.855469
	Iteration 1F: 3 clusters Score -2.052789e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 82884 members 
Entering Unmasked Estep 
Score: -20529246.000000 Penalty: 5909.855469
	Iteration 2Q: 3 clusters Score -2.052925e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -20531336.000000 Penalty: 5909.855469
	Iteration 3Q: 3 clusters Score -2.053134e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 94288 members 
Entering Unmasked Estep 
Score: -20535024.000000 Penalty: 5909.855469
	Iteration 4F: 3 clusters Score -2.053502e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -20541966.000000 Penalty: 5909.855469
	Iteration 5F: 3 clusters Score -2.054197e+07 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 115763 members 
Entering Unmasked Estep 
Score: -20552326.000000 Penalty: 5909.855469
	Iteration 6F: 3 clusters Score -2.055233e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 128020 members 
Entering Unmasked Estep 
Score: -20563974.000000 Penalty: 5909.855469
	Iteration 7F: 3 clusters Score -2.056397e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 137524 members 
Entering Unmasked Estep 
Score: -20573018.000000 Penalty: 5909.855469
	Iteration 8F: 3 clusters Score -2.057302e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 143279 members 
Entering Unmasked Estep 
Score: -20577900.000000 Penalty: 5909.855469
	Iteration 9Q: 3 clusters Score -2.05779e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 146014 members 
Entering Unmasked Estep 
Score: -20579942.000000 Penalty: 5909.855469
	Iteration 10Q: 3 clusters Score -2.057994e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 147320 members 
Entering Unmasked Estep 
Score: -20580930.000000 Penalty: 5909.855469
	Iteration 11Q: 3 clusters Score -2.058093e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 147924 members 
Entering Unmasked Estep 
Score: -20581384.000000 Penalty: 5909.855469
	Iteration 12Q: 3 clusters Score -2.058138e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 148204 members 
Entering Unmasked Estep 
Score: -20581564.000000 Penalty: 5909.855469
	Iteration 13Q: 3 clusters Score -2.058156e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 148347 members 
Entering Unmasked Estep 
Score: -20581670.000000 Penalty: 5909.855469
	Iteration 14Q: 3 clusters Score -2.058167e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 148427 members 
Entering Unmasked Estep 
Score: -20581740.000000 Penalty: 5909.855469
	Iteration 15Q: 3 clusters Score -2.058174e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 148471 members 
Entering Unmasked Estep 
Score: -20581780.000000 Penalty: 5909.855469
	Iteration 16Q: 3 clusters Score -2.058178e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 148509 members 
Entering Unmasked Estep 
Score: -20581846.000000 Penalty: 5909.855469
	Iteration 17Q: 3 clusters Score -2.058185e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 148548 members 
Entering Unmasked Estep 
Score: -20581892.000000 Penalty: 5909.855469
	Iteration 18Q: 3 clusters Score -2.058189e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 148585 members 
Entering Unmasked Estep 
Score: -20581944.000000 Penalty: 5909.855469
	Iteration 19Q: 3 clusters Score -2.058194e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 148614 members 
Entering Unmasked Estep 
Score: -20581962.000000 Penalty: 5909.855469
	Iteration 20F: 3 clusters Score -2.058196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 148634 members 
Entering Unmasked Estep 
Score: -20581970.000000 Penalty: 5909.855469
	Iteration 21Q: 3 clusters Score -2.058197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 148650 members 
Entering Unmasked Estep 
Score: -20582006.000000 Penalty: 5909.855469
	Iteration 22Q: 3 clusters Score -2.058201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 148658 members 
Entering Unmasked Estep 
Score: -20581988.000000 Penalty: 5909.855469
	Iteration 23Q: 3 clusters Score -2.058199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 148655 members 
Entering Unmasked Estep 
Score: -20581986.000000 Penalty: 5909.855469
	Iteration 24Q: 3 clusters Score -2.058199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 148656 members 
Entering Unmasked Estep 
Score: -20581992.000000 Penalty: 5909.855469
	Iteration 25Q: 3 clusters Score -2.058199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 148656 members 
Entering Unmasked Estep 
Score: -20581982.000000 Penalty: 5909.855469
	Iteration 26Q: 3 clusters Score -2.058198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 148657 members 
Entering Unmasked Estep 
Score: -20581988.000000 Penalty: 5909.855469
	Iteration 27Q: 3 clusters Score -2.058199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 148655 members 
Entering Unmasked Estep 
Score: -20581992.000000 Penalty: 5909.855469
	Iteration 28Q: 3 clusters Score -2.058199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 148658 members 
Entering Unmasked Estep 
Score: -20581994.000000 Penalty: 5909.855469
	Iteration 29Q: 3 clusters Score -2.058199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 148661 members 
Entering Unmasked Estep 
Score: -20582002.000000 Penalty: 5909.855469
	Iteration 30Q: 3 clusters Score -2.0582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 148663 members 
Entering Unmasked Estep 
Score: -20582004.000000 Penalty: 5909.855469
	Iteration 31Q: 3 clusters Score -2.0582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 148668 members 
Entering Unmasked Estep 
Score: -20582000.000000 Penalty: 5909.855469
	Iteration 32Q: 3 clusters Score -2.0582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 148669 members 
Entering Unmasked Estep 
Score: -20581998.000000 Penalty: 5909.855469
	Iteration 33Q: 3 clusters Score -2.0582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 148669 members 
Entering Unmasked Estep 
Score: -20581998.000000 Penalty: 5909.855469
	Iteration 34F: 3 clusters Score -2.0582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -163330.968750 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -163331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -161209.562500 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -161209.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -161592.968750 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -161593 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -161724.187500 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -161724.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -161821.578125 Penalty: 3531.740479
	Iteration 3Q: 3 clusters Score -161821.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -161889.750000 Penalty: 3531.740479
	Iteration 4Q: 3 clusters Score -161889.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -161981.531250 Penalty: 3531.740479
	Iteration 5Q: 3 clusters Score -161981.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -162044.312500 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -162044.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -162114.375000 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -162114.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -162181.421875 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -162181.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -162227.812500 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -162227.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -162284.390625 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -162284.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -162355.125000 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -162355.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -162416.093750 Penalty: 3531.740479
	Iteration 12Q: 3 clusters Score -162416.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -162460.921875 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -162460.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -162491.593750 Penalty: 3531.740479
	Iteration 14Q: 3 clusters Score -162491.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -162511.718750 Penalty: 3531.740479
	Iteration 15Q: 3 clusters Score -162511.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -162524.125000 Penalty: 3531.740479
	Iteration 16Q: 3 clusters Score -162524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -162534.234375 Penalty: 3531.740479
	Iteration 17Q: 3 clusters Score -162534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -162538.734375 Penalty: 3531.740479
	Iteration 18Q: 3 clusters Score -162538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -162544.187500 Penalty: 3531.740479
	Iteration 19Q: 3 clusters Score -162544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -162544.187500 Penalty: 3531.740479
	Iteration 20F: 3 clusters Score -162544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Entering Unmasked Estep 
Score: -4324916.000000 Penalty: 2571.763916
	Iteration 0F: 2 clusters Score -4324916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4303020.500000 Penalty: 5143.527832
	Iteration 0F: 3 clusters Score -4303020 nChanged 14453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -4311566.000000 Penalty: 5143.527832
	Iteration 1F: 3 clusters Score -4311566 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4312464.000000 Penalty: 5143.527832
	Iteration 2F: 3 clusters Score -4312464 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4313412.500000 Penalty: 5143.527832
	Iteration 3F: 3 clusters Score -4313412 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -4314523.500000 Penalty: 5143.527832
	Iteration 4F: 3 clusters Score -4314524 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -4315820.500000 Penalty: 5143.527832
	Iteration 5F: 3 clusters Score -4315820 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4317302.000000 Penalty: 5143.527832
	Iteration 6F: 3 clusters Score -4317302 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -4318882.500000 Penalty: 5143.527832
	Iteration 7F: 3 clusters Score -4318882 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -4320266.500000 Penalty: 5143.527832
	Iteration 8Q: 3 clusters Score -4320266 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -4320983.500000 Penalty: 5143.527832
	Iteration 9Q: 3 clusters Score -4320984 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4321388.500000 Penalty: 5143.527832
	Iteration 10Q: 3 clusters Score -4321388 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -4321628.500000 Penalty: 5143.527832
	Iteration 11Q: 3 clusters Score -4321628 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -4321823.500000 Penalty: 5143.527832
	Iteration 12Q: 3 clusters Score -4321824 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -4321957.000000 Penalty: 5143.527832
	Iteration 13Q: 3 clusters Score -4321957 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -4322066.000000 Penalty: 5143.527832
	Iteration 14Q: 3 clusters Score -4322066 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4322172.500000 Penalty: 5143.527832
	Iteration 15Q: 3 clusters Score -4322172 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -4322250.000000 Penalty: 5143.527832
	Iteration 16Q: 3 clusters Score -4322250 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4322335.500000 Penalty: 5143.527832
	Iteration 17Q: 3 clusters Score -4322336 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -4322401.500000 Penalty: 5143.527832
	Iteration 18Q: 3 clusters Score -4322402 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -4322436.000000 Penalty: 5143.527832
	Iteration 19Q: 3 clusters Score -4322436 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4322479.500000 Penalty: 5143.527832
	Iteration 20F: 3 clusters Score -4322480 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -4322540.000000 Penalty: 5143.527832
	Iteration 21Q: 3 clusters Score -4322540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4322595.500000 Penalty: 5143.527832
	Iteration 22Q: 3 clusters Score -4322596 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -4322675.000000 Penalty: 5143.527832
	Iteration 23Q: 3 clusters Score -4322675 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -4322765.500000 Penalty: 5143.527832
	Iteration 24Q: 3 clusters Score -4322766 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4322839.500000 Penalty: 5143.527832
	Iteration 25Q: 3 clusters Score -4322840 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -4322897.000000 Penalty: 5143.527832
	Iteration 26Q: 3 clusters Score -4322897 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -4322959.000000 Penalty: 5143.527832
	Iteration 27Q: 3 clusters Score -4322959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -4322998.000000 Penalty: 5143.527832
	Iteration 28Q: 3 clusters Score -4322998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -4323032.500000 Penalty: 5143.527832
	Iteration 29Q: 3 clusters Score -4323032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -4323060.500000 Penalty: 5143.527832
	Iteration 30Q: 3 clusters Score -4323060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -4323075.500000 Penalty: 5143.527832
	Iteration 31Q: 3 clusters Score -4323076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4323109.500000 Penalty: 5143.527832
	Iteration 32Q: 3 clusters Score -4323110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4323124.000000 Penalty: 5143.527832
	Iteration 33Q: 3 clusters Score -4323124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -4323145.500000 Penalty: 5143.527832
	Iteration 34Q: 3 clusters Score -4323146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4323160.500000 Penalty: 5143.527832
	Iteration 35Q: 3 clusters Score -4323160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -4323171.000000 Penalty: 5143.527832
	Iteration 36Q: 3 clusters Score -4323171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -4323180.000000 Penalty: 5143.527832
	Iteration 37Q: 3 clusters Score -4323180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -4323183.500000 Penalty: 5143.527832
	Iteration 38Q: 3 clusters Score -4323184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -4323193.000000 Penalty: 5143.527832
	Iteration 39Q: 3 clusters Score -4323193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4323203.500000 Penalty: 5143.527832
	Iteration 40F: 3 clusters Score -4323204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -4323206.000000 Penalty: 5143.527832
	Iteration 41Q: 3 clusters Score -4323206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -4323210.000000 Penalty: 5143.527832
	Iteration 42Q: 3 clusters Score -4323210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4323214.500000 Penalty: 5143.527832
	Iteration 43Q: 3 clusters Score -4323214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4323221.500000 Penalty: 5143.527832
	Iteration 44Q: 3 clusters Score -4323222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -4323225.500000 Penalty: 5143.527832
	Iteration 45Q: 3 clusters Score -4323226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -4323223.500000 Penalty: 5143.527832
	Iteration 46Q: 3 clusters Score -4323224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -4323223.500000 Penalty: 5143.527832
	Iteration 47Q: 3 clusters Score -4323224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -4323219.500000 Penalty: 5143.527832
	Iteration 48Q: 3 clusters Score -4323220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -4323222.000000 Penalty: 5143.527832
	Iteration 49Q: 3 clusters Score -4323222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -4323224.500000 Penalty: 5143.527832
	Iteration 50Q: 3 clusters Score -4323224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -4323227.000000 Penalty: 5143.527832
	Iteration 51Q: 3 clusters Score -4323227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -4323224.500000 Penalty: 5143.527832
	Iteration 52Q: 3 clusters Score -4323224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4323222.000000 Penalty: 5143.527832
	Iteration 53Q: 3 clusters Score -4323222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4323223.500000 Penalty: 5143.527832
	Iteration 54Q: 3 clusters Score -4323224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4323223.500000 Penalty: 5143.527832
	Iteration 55F: 3 clusters Score -4323224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Entering Unmasked Estep 
Score: -503143.000000 Penalty: 2051.280518
	Iteration 0F: 2 clusters Score -503143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -499298.500000 Penalty: 4102.561035
	Iteration 0F: 3 clusters Score -499298.5 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -500260.843750 Penalty: 4102.561035
	Iteration 1F: 3 clusters Score -500260.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -500498.937500 Penalty: 4102.561035
	Iteration 2F: 3 clusters Score -500498.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -500689.500000 Penalty: 4102.561035
	Iteration 3F: 3 clusters Score -500689.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -500842.218750 Penalty: 4102.561035
	Iteration 4Q: 3 clusters Score -500842.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -500941.281250 Penalty: 4102.561035
	Iteration 5Q: 3 clusters Score -500941.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -501013.531250 Penalty: 4102.561035
	Iteration 6Q: 3 clusters Score -501013.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -501070.187500 Penalty: 4102.561035
	Iteration 7Q: 3 clusters Score -501070.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -501113.531250 Penalty: 4102.561035
	Iteration 8Q: 3 clusters Score -501113.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -501145.781250 Penalty: 4102.561035
	Iteration 9Q: 3 clusters Score -501145.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -501171.968750 Penalty: 4102.561035
	Iteration 10Q: 3 clusters Score -501172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -501197.437500 Penalty: 4102.561035
	Iteration 11Q: 3 clusters Score -501197.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -501226.750000 Penalty: 4102.561035
	Iteration 12Q: 3 clusters Score -501226.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -501247.218750 Penalty: 4102.561035
	Iteration 13Q: 3 clusters Score -501247.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -501265.593750 Penalty: 4102.561035
	Iteration 14Q: 3 clusters Score -501265.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -501277.781250 Penalty: 4102.561035
	Iteration 15Q: 3 clusters Score -501277.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -501283.031250 Penalty: 4102.561035
	Iteration 16Q: 3 clusters Score -501283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -501287.093750 Penalty: 4102.561035
	Iteration 17Q: 3 clusters Score -501287.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -501291.343750 Penalty: 4102.561035
	Iteration 18Q: 3 clusters Score -501291.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -501296.656250 Penalty: 4102.561035
	Iteration 19Q: 3 clusters Score -501296.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -501298.531250 Penalty: 4102.561035
	Iteration 20F: 3 clusters Score -501298.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -501301.562500 Penalty: 4102.561035
	Iteration 21Q: 3 clusters Score -501301.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -501305.156250 Penalty: 4102.561035
	Iteration 22Q: 3 clusters Score -501305.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -501309.593750 Penalty: 4102.561035
	Iteration 23Q: 3 clusters Score -501309.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -501314.875000 Penalty: 4102.561035
	Iteration 24Q: 3 clusters Score -501314.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -501320.500000 Penalty: 4102.561035
	Iteration 25Q: 3 clusters Score -501320.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -501324.250000 Penalty: 4102.561035
	Iteration 26Q: 3 clusters Score -501324.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -501328.312500 Penalty: 4102.561035
	Iteration 27Q: 3 clusters Score -501328.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -501336.843750 Penalty: 4102.561035
	Iteration 28Q: 3 clusters Score -501336.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -501341.312500 Penalty: 4102.561035
	Iteration 29Q: 3 clusters Score -501341.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -501346.187500 Penalty: 4102.561035
	Iteration 30Q: 3 clusters Score -501346.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -501352.593750 Penalty: 4102.561035
	Iteration 31Q: 3 clusters Score -501352.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -501355.968750 Penalty: 4102.561035
	Iteration 32Q: 3 clusters Score -501356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -501359.781250 Penalty: 4102.561035
	Iteration 33Q: 3 clusters Score -501359.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -501365.312500 Penalty: 4102.561035
	Iteration 34Q: 3 clusters Score -501365.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -501371.437500 Penalty: 4102.561035
	Iteration 35Q: 3 clusters Score -501371.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -501378.218750 Penalty: 4102.561035
	Iteration 36Q: 3 clusters Score -501378.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -501384.593750 Penalty: 4102.561035
	Iteration 37Q: 3 clusters Score -501384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -501389.812500 Penalty: 4102.561035
	Iteration 38Q: 3 clusters Score -501389.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -501398.375000 Penalty: 4102.561035
	Iteration 39Q: 3 clusters Score -501398.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -501408.125000 Penalty: 4102.561035
	Iteration 40F: 3 clusters Score -501408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -501417.593750 Penalty: 4102.561035
	Iteration 41Q: 3 clusters Score -501417.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -501424.562500 Penalty: 4102.561035
	Iteration 42Q: 3 clusters Score -501424.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -501431.281250 Penalty: 4102.561035
	Iteration 43Q: 3 clusters Score -501431.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -501440.812500 Penalty: 4102.561035
	Iteration 44Q: 3 clusters Score -501440.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -501457.750000 Penalty: 4102.561035
	Iteration 45Q: 3 clusters Score -501457.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -501467.468750 Penalty: 4102.561035
	Iteration 46Q: 3 clusters Score -501467.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -501472.750000 Penalty: 4102.561035
	Iteration 47Q: 3 clusters Score -501472.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -501476.656250 Penalty: 4102.561035
	Iteration 48Q: 3 clusters Score -501476.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -501479.593750 Penalty: 4102.561035
	Iteration 49Q: 3 clusters Score -501479.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -501483.687500 Penalty: 4102.561035
	Iteration 50Q: 3 clusters Score -501483.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -501488.406250 Penalty: 4102.561035
	Iteration 51Q: 3 clusters Score -501488.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -501492.000000 Penalty: 4102.561035
	Iteration 52Q: 3 clusters Score -501492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -501500.468750 Penalty: 4102.561035
	Iteration 53Q: 3 clusters Score -501500.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -501506.031250 Penalty: 4102.561035
	Iteration 54Q: 3 clusters Score -501506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -501511.093750 Penalty: 4102.561035
	Iteration 55Q: 3 clusters Score -501511.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -501515.843750 Penalty: 4102.561035
	Iteration 56Q: 3 clusters Score -501515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -501521.406250 Penalty: 4102.561035
	Iteration 57Q: 3 clusters Score -501521.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -501527.875000 Penalty: 4102.561035
	Iteration 58Q: 3 clusters Score -501527.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -501535.718750 Penalty: 4102.561035
	Iteration 59Q: 3 clusters Score -501535.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -501542.562500 Penalty: 4102.561035
	Iteration 60F: 3 clusters Score -501542.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -501548.031250 Penalty: 4102.561035
	Iteration 61Q: 3 clusters Score -501548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -501550.218750 Penalty: 4102.561035
	Iteration 62Q: 3 clusters Score -501550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -501551.718750 Penalty: 4102.561035
	Iteration 63Q: 3 clusters Score -501551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -501554.187500 Penalty: 4102.561035
	Iteration 64Q: 3 clusters Score -501554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -501553.843750 Penalty: 4102.561035
	Iteration 65Q: 3 clusters Score -501553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -501553.843750 Penalty: 4102.561035
	Iteration 66F: 3 clusters Score -501553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174389 members 
Entering Unmasked Estep 
Score: -24039420.000000 Penalty: 2993.123047
	Iteration 0F: 2 clusters Score -2.403942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -23925804.000000 Penalty: 5986.246094
	Iteration 0F: 3 clusters Score -2.39258e+07 nChanged 83527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -23974292.000000 Penalty: 5986.246094
	Iteration 1F: 3 clusters Score -2.397429e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 94343 members 
Entering Unmasked Estep 
Score: -23975494.000000 Penalty: 5986.246094
	Iteration 2Q: 3 clusters Score -2.397549e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -23976936.000000 Penalty: 5986.246094
	Iteration 3Q: 3 clusters Score -2.397694e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 105479 members 
Entering Unmasked Estep 
Score: -23980146.000000 Penalty: 5986.246094
	Iteration 4Q: 3 clusters Score -2.398015e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 115384 members 
Entering Unmasked Estep 
Score: -23985620.000000 Penalty: 5986.246094
	Iteration 5F: 3 clusters Score -2.398562e+07 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 129059 members 
Entering Unmasked Estep 
Score: -23995698.000000 Penalty: 5986.246094
	Iteration 6F: 3 clusters Score -2.39957e+07 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 145317 members 
Entering Unmasked Estep 
Score: -24010290.000000 Penalty: 5986.246094
	Iteration 7F: 3 clusters Score -2.401029e+07 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 160174 members 
Entering Unmasked Estep 
Score: -24024374.000000 Penalty: 5986.246094
	Iteration 8F: 3 clusters Score -2.402437e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 169311 members 
Entering Unmasked Estep 
Score: -24032528.000000 Penalty: 5986.246094
	Iteration 9F: 3 clusters Score -2.403253e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -24035532.000000 Penalty: 5986.246094
	Iteration 10Q: 3 clusters Score -2.403553e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 173788 members 
Entering Unmasked Estep 
Score: -24036296.000000 Penalty: 5986.246094
	Iteration 11Q: 3 clusters Score -2.40363e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 174012 members 
Entering Unmasked Estep 
Score: -24036532.000000 Penalty: 5986.246094
	Iteration 12Q: 3 clusters Score -2.403653e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 174094 members 
Entering Unmasked Estep 
Score: -24036624.000000 Penalty: 5986.246094
	Iteration 13Q: 3 clusters Score -2.403662e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 174121 members 
Entering Unmasked Estep 
Score: -24036694.000000 Penalty: 5986.246094
	Iteration 14Q: 3 clusters Score -2.403669e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174128 members 
Entering Unmasked Estep 
Score: -24036716.000000 Penalty: 5986.246094
	Iteration 15Q: 3 clusters Score -2.403672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 174139 members 
Entering Unmasked Estep 
Score: -24036734.000000 Penalty: 5986.246094
	Iteration 16Q: 3 clusters Score -2.403673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 174138 members 
Entering Unmasked Estep 
Score: -24036762.000000 Penalty: 5986.246094
	Iteration 17Q: 3 clusters Score -2.403676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 174142 members 
Entering Unmasked Estep 
Score: -24036746.000000 Penalty: 5986.246094
	Iteration 18Q: 3 clusters Score -2.403675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 174145 members 
Entering Unmasked Estep 
Score: -24036764.000000 Penalty: 5986.246094
	Iteration 19Q: 3 clusters Score -2.403676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 174149 members 
Entering Unmasked Estep 
Score: -24036766.000000 Penalty: 5986.246094
	Iteration 20F: 3 clusters Score -2.403677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 174150 members 
Entering Unmasked Estep 
Score: -24036768.000000 Penalty: 5986.246094
	Iteration 21Q: 3 clusters Score -2.403677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -24036764.000000 Penalty: 5986.246094
	Iteration 22Q: 3 clusters Score -2.403676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 174153 members 
Entering Unmasked Estep 
Score: -24036774.000000 Penalty: 5986.246094
	Iteration 23Q: 3 clusters Score -2.403677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -24036780.000000 Penalty: 5986.246094
	Iteration 24Q: 3 clusters Score -2.403678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 174153 members 
Entering Unmasked Estep 
Score: -24036776.000000 Penalty: 5986.246094
	Iteration 25Q: 3 clusters Score -2.403678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 174155 members 
Entering Unmasked Estep 
Score: -24036790.000000 Penalty: 5986.246094
	Iteration 26Q: 3 clusters Score -2.403679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 174155 members 
Entering Unmasked Estep 
Score: -24036794.000000 Penalty: 5986.246094
	Iteration 27Q: 3 clusters Score -2.403679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 174156 members 
Entering Unmasked Estep 
Score: -24036802.000000 Penalty: 5986.246094
	Iteration 28Q: 3 clusters Score -2.40368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 174156 members 
Entering Unmasked Estep 
Score: -24036802.000000 Penalty: 5986.246094
	Iteration 29F: 3 clusters Score -2.40368e+07 nChanged 0
--- Evaluating fit on full set of 3042614 points ---
Entering Unmasked Estep 
Score: -404410816.000000 Penalty: 77746.210938
23->22 Clusters: Score -404410816.000000, best is -404538304.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1014204 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 44231 members 
Mstep: Class 3 contains 44278 members 
Mstep: Class 4 contains 44315 members 
Mstep: Class 5 contains 44015 members 
Mstep: Class 6 contains 44054 members 
Mstep: Class 7 contains 44114 members 
Mstep: Class 8 contains 43601 members 
Mstep: Class 9 contains 44061 members 
Mstep: Class 10 contains 44093 members 
Mstep: Class 11 contains 44182 members 
Mstep: Class 12 contains 44182 members 
Mstep: Class 13 contains 43785 members 
Mstep: Class 14 contains 44158 members 
Mstep: Class 15 contains 44114 members 
Mstep: Class 16 contains 44032 members 
Mstep: Class 17 contains 43976 members 
Mstep: Class 18 contains 44217 members 
Mstep: Class 19 contains 44494 members 
Mstep: Class 20 contains 44257 members 
Mstep: Class 21 contains 44004 members 
Mstep: Class 22 contains 44215 members 
Mstep: Class 23 contains 43978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 176.357315 but Gain 3429.750000
Score: -132686776.000000 Penalty: 75454.375000
Iteration 0F: 23 clusters Score -1.326868e+08 nChanged 966816
Entering Unmasked Mstep 
Mstep: Class 0 contains 2417 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 13173 members 
Mstep: Class 3 contains 57406 members 
Mstep: Class 4 contains 7365 members 
Mstep: Class 5 contains 49617 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 19132 members 
Mstep: Class 8 contains 8092 members 
Mstep: Class 9 contains 228096 members 
Mstep: Class 10 contains 61456 members 
Mstep: Class 11 contains 39427 members 
Mstep: Class 12 contains 35657 members 
Mstep: Class 13 contains 9827 members 
Mstep: Class 14 contains 28262 members 
Mstep: Class 15 contains 21099 members 
Mstep: Class 16 contains 7405 members 
Mstep: Class 17 contains 114551 members 
Mstep: Class 18 contains 31788 members 
Mstep: Class 19 contains 21889 members 
Mstep: Class 21 contains 75690 members 
Mstep: Class 22 contains 59772 members 
Mstep: Class 23 contains 62368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1820.242676 but Gain 3429.742188
Score: -135845136.000000 Penalty: 72024.632812
Iteration 1F: 22 clusters Score -1.358451e+08 nChanged 367444
Entering Unmasked Mstep 
Mstep: Class 0 contains 2394 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 9172 members 
Mstep: Class 3 contains 66703 members 
Mstep: Class 4 contains 5143 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 7 contains 9618 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 338131 members 
Mstep: Class 10 contains 55286 members 
Mstep: Class 11 contains 34662 members 
Mstep: Class 12 contains 25878 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 13194 members 
Mstep: Class 16 contains 4715 members 
Mstep: Class 17 contains 119379 members 
Mstep: Class 18 contains 20841 members 
Mstep: Class 19 contains 13551 members 
Mstep: Class 21 contains 86780 members 
Mstep: Class 22 contains 54690 members 
Mstep: Class 23 contains 50898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136152576.000000 Penalty: 72024.632812
Iteration 2F: 22 clusters Score -1.361526e+08 nChanged 253205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2188 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 8720 members 
Mstep: Class 3 contains 76474 members 
Mstep: Class 4 contains 6919 members 
Mstep: Class 5 contains 28291 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 1403 members 
Mstep: Class 9 contains 318407 members 
Mstep: Class 10 contains 52703 members 
Mstep: Class 11 contains 30327 members 
Mstep: Class 12 contains 18107 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 2788 members 
Mstep: Class 15 contains 8676 members 
Mstep: Class 16 contains 3920 members 
Mstep: Class 17 contains 153673 members 
Mstep: Class 18 contains 17070 members 
Mstep: Class 19 contains 9775 members 
Mstep: Class 21 contains 99276 members 
Mstep: Class 22 contains 51711 members 
Mstep: Class 23 contains 45128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2856.619629 but Gain 3429.742188
Score: -136421472.000000 Penalty: 68594.890625
Iteration 3F: 21 clusters Score -1.364215e+08 nChanged 192868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1873 members 
Mstep: Class 1 contains 93776 members 
Mstep: Class 2 contains 8988 members 
Mstep: Class 3 contains 79278 members 
Mstep: Class 4 contains 7564 members 
Mstep: Class 5 contains 27445 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 278417 members 
Mstep: Class 10 contains 47239 members 
Mstep: Class 11 contains 22761 members 
Mstep: Class 12 contains 9878 members 
Mstep: Class 13 contains 1245 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 3054 members 
Mstep: Class 17 contains 207810 members 
Mstep: Class 18 contains 12455 members 
Mstep: Class 19 contains 6723 members 
Mstep: Class 21 contains 107213 members 
Mstep: Class 22 contains 47456 members 
Mstep: Class 23 contains 42437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136714480.000000 Penalty: 68594.890625
Iteration 4F: 21 clusters Score -1.367145e+08 nChanged 161987
Entering Unmasked Mstep 
Mstep: Class 0 contains 969 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 74547 members 
Mstep: Class 4 contains 7079 members 
Mstep: Class 5 contains 26913 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 251262 members 
Mstep: Class 10 contains 39495 members 
Mstep: Class 11 contains 15084 members 
Mstep: Class 12 contains 4815 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 2360 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 263205 members 
Mstep: Class 18 contains 8469 members 
Mstep: Class 19 contains 4205 members 
Mstep: Class 21 contains 109138 members 
Mstep: Class 22 contains 42962 members 
Mstep: Class 23 contains 40527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2761.163086 but Gain 3429.746094
Score: -136914896.000000 Penalty: 65165.144531
Iteration 5F: 20 clusters Score -1.369149e+08 nChanged 141056
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 113141 members 
Mstep: Class 2 contains 10122 members 
Mstep: Class 3 contains 69251 members 
Mstep: Class 4 contains 6128 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 9 contains 221084 members 
Mstep: Class 10 contains 33012 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 806 members 
Mstep: Class 14 contains 2760 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 17 contains 314866 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 21 contains 111239 members 
Mstep: Class 22 contains 41674 members 
Mstep: Class 23 contains 39805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3020.583984 but Gain 3429.746094
Score: -136985920.000000 Penalty: 61735.398438
Iteration 6F: 19 clusters Score -1.369859e+08 nChanged 131850
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 121242 members 
Mstep: Class 2 contains 11161 members 
Mstep: Class 3 contains 68424 members 
Mstep: Class 4 contains 5255 members 
Mstep: Class 5 contains 25893 members 
Mstep: Class 8 contains 1239 members 
Mstep: Class 9 contains 194737 members 
Mstep: Class 10 contains 29552 members 
Mstep: Class 11 contains 7840 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 2789 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 17 contains 328940 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 21 contains 121190 members 
Mstep: Class 22 contains 44938 members 
Mstep: Class 23 contains 40470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137032928.000000 Penalty: 61735.398438
Iteration 7F: 19 clusters Score -1.370329e+08 nChanged 98969
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 131157 members 
Mstep: Class 2 contains 12078 members 
Mstep: Class 3 contains 68436 members 
Mstep: Class 4 contains 4550 members 
Mstep: Class 5 contains 25216 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 192173 members 
Mstep: Class 10 contains 26448 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 926 members 
Mstep: Class 14 contains 2816 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 308173 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 21 contains 134400 members 
Mstep: Class 22 contains 49582 members 
Mstep: Class 23 contains 41326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137104304.000000 Penalty: 61735.398438
Iteration 8F: 19 clusters Score -1.371043e+08 nChanged 80674
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 139669 members 
Mstep: Class 2 contains 13173 members 
Mstep: Class 3 contains 68178 members 
Mstep: Class 4 contains 3966 members 
Mstep: Class 5 contains 24918 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 181977 members 
Mstep: Class 10 contains 23567 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 2819 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 17 contains 293499 members 
Mstep: Class 18 contains 5336 members 
Mstep: Class 21 contains 149958 members 
Mstep: Class 22 contains 54372 members 
Mstep: Class 23 contains 41438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164256.000000 Penalty: 61735.398438
Iteration 9F: 19 clusters Score -1.371643e+08 nChanged 75797
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 147432 members 
Mstep: Class 2 contains 14398 members 
Mstep: Class 3 contains 67455 members 
Mstep: Class 4 contains 3505 members 
Mstep: Class 5 contains 24825 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 170909 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 277263 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 21 contains 168497 members 
Mstep: Class 22 contains 59156 members 
Mstep: Class 23 contains 41194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137213152.000000 Penalty: 61735.398438
Iteration 10F: 19 clusters Score -1.372132e+08 nChanged 71235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 154047 members 
Mstep: Class 2 contains 15632 members 
Mstep: Class 3 contains 66570 members 
Mstep: Class 4 contains 3163 members 
Mstep: Class 5 contains 24765 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 158833 members 
Mstep: Class 10 contains 18644 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 1573 members 
Mstep: Class 13 contains 952 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 16 contains 2321 members 
Mstep: Class 17 contains 263862 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 21 contains 186237 members 
Mstep: Class 22 contains 63700 members 
Mstep: Class 23 contains 40812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137245136.000000 Penalty: 61735.398438
Iteration 11F: 19 clusters Score -1.372451e+08 nChanged 63658
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 160490 members 
Mstep: Class 2 contains 16830 members 
Mstep: Class 3 contains 66505 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 5 contains 24680 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 148449 members 
Mstep: Class 10 contains 16843 members 
Mstep: Class 11 contains 3807 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 252028 members 
Mstep: Class 18 contains 4636 members 
Mstep: Class 21 contains 198781 members 
Mstep: Class 22 contains 68459 members 
Mstep: Class 23 contains 40741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137256640.000000 Penalty: 61735.398438
Iteration 12F: 19 clusters Score -1.372566e+08 nChanged 55414
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 167863 members 
Mstep: Class 2 contains 17994 members 
Mstep: Class 3 contains 67574 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 24610 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 140921 members 
Mstep: Class 10 contains 15620 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 997 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 16 contains 2421 members 
Mstep: Class 17 contains 240804 members 
Mstep: Class 18 contains 4409 members 
Mstep: Class 21 contains 204648 members 
Mstep: Class 22 contains 73387 members 
Mstep: Class 23 contains 40832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137265344.000000 Penalty: 61735.398438
Iteration 13F: 19 clusters Score -1.372653e+08 nChanged 48222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 175890 members 
Mstep: Class 2 contains 19249 members 
Mstep: Class 3 contains 69461 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 24494 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 136125 members 
Mstep: Class 10 contains 14863 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 230439 members 
Mstep: Class 18 contains 4212 members 
Mstep: Class 21 contains 205035 members 
Mstep: Class 22 contains 78248 members 
Mstep: Class 23 contains 40727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137274256.000000 Penalty: 61735.398438
Iteration 14Q: 19 clusters Score -1.372743e+08 nChanged 43454
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 184567 members 
Mstep: Class 2 contains 20622 members 
Mstep: Class 3 contains 71418 members 
Mstep: Class 4 contains 2959 members 
Mstep: Class 5 contains 24302 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 133761 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 3178 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 16 contains 2657 members 
Mstep: Class 17 contains 220966 members 
Mstep: Class 18 contains 4023 members 
Mstep: Class 21 contains 201365 members 
Mstep: Class 22 contains 82858 members 
Mstep: Class 23 contains 40354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137282656.000000 Penalty: 61735.398438
Iteration 15Q: 19 clusters Score -1.372827e+08 nChanged 40520
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193777 members 
Mstep: Class 2 contains 22125 members 
Mstep: Class 3 contains 73108 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 24097 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 133733 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 3019 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 211432 members 
Mstep: Class 18 contains 3851 members 
Mstep: Class 21 contains 195411 members 
Mstep: Class 22 contains 87252 members 
Mstep: Class 23 contains 39585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137293296.000000 Penalty: 61735.398438
Iteration 16Q: 19 clusters Score -1.372933e+08 nChanged 37793
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 203762 members 
Mstep: Class 2 contains 23705 members 
Mstep: Class 3 contains 74441 members 
Mstep: Class 4 contains 3169 members 
Mstep: Class 5 contains 23793 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 134925 members 
Mstep: Class 10 contains 14326 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1056 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 16 contains 2915 members 
Mstep: Class 17 contains 202020 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 21 contains 187953 members 
Mstep: Class 22 contains 91393 members 
Mstep: Class 23 contains 38574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137304176.000000 Penalty: 61735.398438
Iteration 17Q: 19 clusters Score -1.373042e+08 nChanged 35140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 214087 members 
Mstep: Class 2 contains 25464 members 
Mstep: Class 3 contains 75443 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 23457 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 136152 members 
Mstep: Class 10 contains 14578 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 193084 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 21 contains 180154 members 
Mstep: Class 22 contains 95144 members 
Mstep: Class 23 contains 37431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3369.668945 but Gain 3429.742188
Score: -137316304.000000 Penalty: 58305.656250
Iteration 18Q: 18 clusters Score -1.373163e+08 nChanged 35660
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 224779 members 
Mstep: Class 2 contains 27244 members 
Mstep: Class 3 contains 77341 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 23116 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 137692 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 185142 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 21 contains 172426 members 
Mstep: Class 22 contains 98482 members 
Mstep: Class 23 contains 36477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137329904.000000 Penalty: 58305.656250
Iteration 19Q: 18 clusters Score -1.373299e+08 nChanged 33026
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 236077 members 
Mstep: Class 2 contains 29032 members 
Mstep: Class 3 contains 77945 members 
Mstep: Class 4 contains 3545 members 
Mstep: Class 5 contains 22784 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 138410 members 
Mstep: Class 10 contains 15486 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1064 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 176596 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 21 contains 164906 members 
Mstep: Class 22 contains 101439 members 
Mstep: Class 23 contains 35052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137339248.000000 Penalty: 58305.656250
Iteration 20F: 18 clusters Score -1.373392e+08 nChanged 32256
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247201 members 
Mstep: Class 2 contains 30845 members 
Mstep: Class 3 contains 78188 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 22457 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 138704 members 
Mstep: Class 10 contains 16141 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3180 members 
Mstep: Class 17 contains 168388 members 
Mstep: Class 18 contains 2934 members 
Mstep: Class 21 contains 158103 members 
Mstep: Class 22 contains 104064 members 
Mstep: Class 23 contains 33604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137348320.000000 Penalty: 58305.656250
Iteration 21Q: 18 clusters Score -1.373483e+08 nChanged 31114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257967 members 
Mstep: Class 2 contains 32628 members 
Mstep: Class 3 contains 78085 members 
Mstep: Class 4 contains 3819 members 
Mstep: Class 5 contains 22146 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 138630 members 
Mstep: Class 10 contains 16937 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3191 members 
Mstep: Class 17 contains 160729 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 21 contains 151993 members 
Mstep: Class 22 contains 106438 members 
Mstep: Class 23 contains 32133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137356192.000000 Penalty: 58305.656250
Iteration 22Q: 18 clusters Score -1.373562e+08 nChanged 30314
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 267747 members 
Mstep: Class 2 contains 34404 members 
Mstep: Class 3 contains 77516 members 
Mstep: Class 4 contains 3917 members 
Mstep: Class 5 contains 21863 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 138586 members 
Mstep: Class 10 contains 17888 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1065 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 153572 members 
Mstep: Class 18 contains 2669 members 
Mstep: Class 21 contains 146902 members 
Mstep: Class 22 contains 108589 members 
Mstep: Class 23 contains 30649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137360128.000000 Penalty: 58305.656250
Iteration 23Q: 18 clusters Score -1.373601e+08 nChanged 31580
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 276110 members 
Mstep: Class 2 contains 36291 members 
Mstep: Class 3 contains 76886 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 138695 members 
Mstep: Class 10 contains 19030 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 17 contains 146293 members 
Mstep: Class 18 contains 2534 members 
Mstep: Class 21 contains 142672 members 
Mstep: Class 22 contains 110984 members 
Mstep: Class 23 contains 29228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137358448.000000 Penalty: 58305.656250
Iteration 24Q: 18 clusters Score -1.373584e+08 nChanged 32931
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 281272 members 
Mstep: Class 2 contains 38290 members 
Mstep: Class 3 contains 76208 members 
Mstep: Class 4 contains 4081 members 
Mstep: Class 5 contains 21300 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 139388 members 
Mstep: Class 10 contains 20278 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1071 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3175 members 
Mstep: Class 17 contains 140085 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 21 contains 139467 members 
Mstep: Class 22 contains 113701 members 
Mstep: Class 23 contains 27822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3343.846191 but Gain 3429.746094
Score: -137354640.000000 Penalty: 54875.910156
Iteration 25Q: 17 clusters Score -1.373546e+08 nChanged 34144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 282009 members 
Mstep: Class 2 contains 40192 members 
Mstep: Class 3 contains 76165 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 21052 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 141705 members 
Mstep: Class 10 contains 21589 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3169 members 
Mstep: Class 17 contains 136659 members 
Mstep: Class 21 contains 137361 members 
Mstep: Class 22 contains 116820 members 
Mstep: Class 23 contains 26597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137358432.000000 Penalty: 54875.910156
Iteration 26Q: 17 clusters Score -1.373584e+08 nChanged 28789
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 279714 members 
Mstep: Class 2 contains 41734 members 
Mstep: Class 3 contains 75424 members 
Mstep: Class 4 contains 4246 members 
Mstep: Class 5 contains 20797 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 143904 members 
Mstep: Class 10 contains 22922 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3160 members 
Mstep: Class 17 contains 134820 members 
Mstep: Class 21 contains 135713 members 
Mstep: Class 22 contains 119609 members 
Mstep: Class 23 contains 25441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137361712.000000 Penalty: 54875.910156
Iteration 27Q: 17 clusters Score -1.373617e+08 nChanged 25263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 276167 members 
Mstep: Class 2 contains 42892 members 
Mstep: Class 3 contains 74484 members 
Mstep: Class 4 contains 4312 members 
Mstep: Class 5 contains 20565 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 146357 members 
Mstep: Class 10 contains 24197 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3162 members 
Mstep: Class 17 contains 134392 members 
Mstep: Class 21 contains 134385 members 
Mstep: Class 22 contains 122219 members 
Mstep: Class 23 contains 24343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137367472.000000 Penalty: 54875.910156
Iteration 28Q: 17 clusters Score -1.373675e+08 nChanged 22559
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 272673 members 
Mstep: Class 2 contains 43761 members 
Mstep: Class 3 contains 73359 members 
Mstep: Class 4 contains 4382 members 
Mstep: Class 5 contains 20360 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 148644 members 
Mstep: Class 10 contains 25421 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1096 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3168 members 
Mstep: Class 17 contains 134810 members 
Mstep: Class 21 contains 133049 members 
Mstep: Class 22 contains 124537 members 
Mstep: Class 23 contains 23303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137373696.000000 Penalty: 54875.910156
Iteration 29Q: 17 clusters Score -1.373737e+08 nChanged 20503
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 269375 members 
Mstep: Class 2 contains 44437 members 
Mstep: Class 3 contains 72163 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 20172 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 150589 members 
Mstep: Class 10 contains 26562 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 135644 members 
Mstep: Class 21 contains 131771 members 
Mstep: Class 22 contains 126705 members 
Mstep: Class 23 contains 22451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137377728.000000 Penalty: 54875.910156
Iteration 30Q: 17 clusters Score -1.373777e+08 nChanged 18410
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 266231 members 
Mstep: Class 2 contains 45006 members 
Mstep: Class 3 contains 70946 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 19995 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 152281 members 
Mstep: Class 10 contains 27719 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1106 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 136725 members 
Mstep: Class 21 contains 130421 members 
Mstep: Class 22 contains 128805 members 
Mstep: Class 23 contains 21692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137381840.000000 Penalty: 54875.910156
Iteration 31Q: 17 clusters Score -1.373818e+08 nChanged 16985
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 263488 members 
Mstep: Class 2 contains 45455 members 
Mstep: Class 3 contains 69604 members 
Mstep: Class 4 contains 4587 members 
Mstep: Class 5 contains 19828 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 153752 members 
Mstep: Class 10 contains 28808 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1108 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3133 members 
Mstep: Class 17 contains 137853 members 
Mstep: Class 21 contains 129085 members 
Mstep: Class 22 contains 130873 members 
Mstep: Class 23 contains 20989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137385280.000000 Penalty: 54875.910156
Iteration 32Q: 17 clusters Score -1.373853e+08 nChanged 15511
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 261093 members 
Mstep: Class 2 contains 45839 members 
Mstep: Class 3 contains 68374 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 19621 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 154789 members 
Mstep: Class 10 contains 29813 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 139143 members 
Mstep: Class 21 contains 127660 members 
Mstep: Class 22 contains 132946 members 
Mstep: Class 23 contains 20424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137388688.000000 Penalty: 54875.910156
Iteration 33Q: 17 clusters Score -1.373887e+08 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258968 members 
Mstep: Class 2 contains 46157 members 
Mstep: Class 3 contains 67044 members 
Mstep: Class 4 contains 4688 members 
Mstep: Class 5 contains 19429 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 155366 members 
Mstep: Class 10 contains 30743 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1111 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3089 members 
Mstep: Class 17 contains 140509 members 
Mstep: Class 21 contains 126097 members 
Mstep: Class 22 contains 135432 members 
Mstep: Class 23 contains 19930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137391120.000000 Penalty: 54875.910156
Iteration 34Q: 17 clusters Score -1.373911e+08 nChanged 14371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 256448 members 
Mstep: Class 2 contains 46414 members 
Mstep: Class 3 contains 65640 members 
Mstep: Class 4 contains 4747 members 
Mstep: Class 5 contains 19182 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 155492 members 
Mstep: Class 10 contains 31624 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3092 members 
Mstep: Class 17 contains 142061 members 
Mstep: Class 21 contains 124489 members 
Mstep: Class 22 contains 138736 members 
Mstep: Class 23 contains 19521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137392400.000000 Penalty: 54875.910156
Iteration 35Q: 17 clusters Score -1.373924e+08 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 253854 members 
Mstep: Class 2 contains 46642 members 
Mstep: Class 3 contains 64127 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 18923 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 155406 members 
Mstep: Class 10 contains 32442 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3088 members 
Mstep: Class 17 contains 143727 members 
Mstep: Class 21 contains 122855 members 
Mstep: Class 22 contains 142364 members 
Mstep: Class 23 contains 19186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137395200.000000 Penalty: 54875.910156
Iteration 36Q: 17 clusters Score -1.373952e+08 nChanged 13538
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251299 members 
Mstep: Class 2 contains 46847 members 
Mstep: Class 3 contains 62415 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 18693 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 155159 members 
Mstep: Class 10 contains 33176 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1114 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3073 members 
Mstep: Class 17 contains 145472 members 
Mstep: Class 21 contains 121265 members 
Mstep: Class 22 contains 146279 members 
Mstep: Class 23 contains 18856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137397568.000000 Penalty: 54875.910156
Iteration 37Q: 17 clusters Score -1.373976e+08 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248650 members 
Mstep: Class 2 contains 47014 members 
Mstep: Class 3 contains 60418 members 
Mstep: Class 4 contains 5029 members 
Mstep: Class 5 contains 18526 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 154905 members 
Mstep: Class 10 contains 33787 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 1113 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3063 members 
Mstep: Class 17 contains 147238 members 
Mstep: Class 21 contains 119722 members 
Mstep: Class 22 contains 150531 members 
Mstep: Class 23 contains 18567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137400560.000000 Penalty: 54875.910156
Iteration 38Q: 17 clusters Score -1.374006e+08 nChanged 13661
Entering ConstructFrom: 
Score: -137400560.000000 Penalty: 54875.910156
Entering ConstructFrom: 
Trying to split cluster 1 (246331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246331 members 
Entering Unmasked Estep 
Score: -33865008.000000 Penalty: 3078.779053
	Iteration 0F: 2 clusters Score -3.386501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123092 members 
Mstep: Class 2 contains 123239 members 
Entering Unmasked Estep 
Score: -33712060.000000 Penalty: 6157.558105
	Iteration 0F: 3 clusters Score -3.371206e+07 nChanged 119534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 2 contains 123759 members 
Entering Unmasked Estep 
Score: -33781720.000000 Penalty: 6157.558105
	Iteration 1F: 3 clusters Score -3.378172e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122352 members 
Mstep: Class 2 contains 123979 members 
Entering Unmasked Estep 
Score: -33782716.000000 Penalty: 6157.558105
	Iteration 2Q: 3 clusters Score -3.378272e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122049 members 
Mstep: Class 2 contains 124282 members 
Entering Unmasked Estep 
Score: -33784104.000000 Penalty: 6157.558105
	Iteration 3Q: 3 clusters Score -3.37841e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121521 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -33785912.000000 Penalty: 6157.558105
	Iteration 4Q: 3 clusters Score -3.378591e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Mstep: Class 2 contains 125369 members 
Entering Unmasked Estep 
Score: -33788308.000000 Penalty: 6157.558105
	Iteration 5Q: 3 clusters Score -3.378831e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 126363 members 
Entering Unmasked Estep 
Score: -33792396.000000 Penalty: 6157.558105
	Iteration 6Q: 3 clusters Score -3.37924e+07 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118593 members 
Mstep: Class 2 contains 127738 members 
Entering Unmasked Estep 
Score: -33799276.000000 Penalty: 6157.558105
	Iteration 7Q: 3 clusters Score -3.379928e+07 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117247 members 
Mstep: Class 2 contains 129084 members 
Entering Unmasked Estep 
Score: -33809764.000000 Penalty: 6157.558105
	Iteration 8F: 3 clusters Score -3.380976e+07 nChanged 16077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116132 members 
Mstep: Class 2 contains 130199 members 
Entering Unmasked Estep 
Score: -33821660.000000 Penalty: 6157.558105
	Iteration 9F: 3 clusters Score -3.382166e+07 nChanged 15185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 130588 members 
Entering Unmasked Estep 
Score: -33830548.000000 Penalty: 6157.558105
	Iteration 10F: 3 clusters Score -3.383055e+07 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115670 members 
Mstep: Class 2 contains 130661 members 
Entering Unmasked Estep 
Score: -33834668.000000 Penalty: 6157.558105
	Iteration 11Q: 3 clusters Score -3.383467e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115703 members 
Mstep: Class 2 contains 130628 members 
Entering Unmasked Estep 
Score: -33836032.000000 Penalty: 6157.558105
	Iteration 12Q: 3 clusters Score -3.383603e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115790 members 
Mstep: Class 2 contains 130541 members 
Entering Unmasked Estep 
Score: -33836432.000000 Penalty: 6157.558105
	Iteration 13Q: 3 clusters Score -3.383643e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115954 members 
Mstep: Class 2 contains 130377 members 
Entering Unmasked Estep 
Score: -33836780.000000 Penalty: 6157.558105
	Iteration 14Q: 3 clusters Score -3.383678e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 130182 members 
Entering Unmasked Estep 
Score: -33837136.000000 Penalty: 6157.558105
	Iteration 15Q: 3 clusters Score -3.383714e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116416 members 
Mstep: Class 2 contains 129915 members 
Entering Unmasked Estep 
Score: -33837444.000000 Penalty: 6157.558105
	Iteration 16Q: 3 clusters Score -3.383744e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116757 members 
Mstep: Class 2 contains 129574 members 
Entering Unmasked Estep 
Score: -33837692.000000 Penalty: 6157.558105
	Iteration 17Q: 3 clusters Score -3.383769e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117130 members 
Mstep: Class 2 contains 129201 members 
Entering Unmasked Estep 
Score: -33837792.000000 Penalty: 6157.558105
	Iteration 18Q: 3 clusters Score -3.383779e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117501 members 
Mstep: Class 2 contains 128830 members 
Entering Unmasked Estep 
Score: -33837928.000000 Penalty: 6157.558105
	Iteration 19Q: 3 clusters Score -3.383793e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117918 members 
Mstep: Class 2 contains 128413 members 
Entering Unmasked Estep 
Score: -33838100.000000 Penalty: 6157.558105
	Iteration 20F: 3 clusters Score -3.38381e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118365 members 
Mstep: Class 2 contains 127966 members 
Entering Unmasked Estep 
Score: -33838200.000000 Penalty: 6157.558105
	Iteration 21Q: 3 clusters Score -3.38382e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118928 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -33838352.000000 Penalty: 6157.558105
	Iteration 22Q: 3 clusters Score -3.383835e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119534 members 
Mstep: Class 2 contains 126797 members 
Entering Unmasked Estep 
Score: -33838548.000000 Penalty: 6157.558105
	Iteration 23Q: 3 clusters Score -3.383855e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120207 members 
Mstep: Class 2 contains 126124 members 
Entering Unmasked Estep 
Score: -33838796.000000 Penalty: 6157.558105
	Iteration 24Q: 3 clusters Score -3.38388e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120942 members 
Mstep: Class 2 contains 125389 members 
Entering Unmasked Estep 
Score: -33838872.000000 Penalty: 6157.558105
	Iteration 25Q: 3 clusters Score -3.383887e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121815 members 
Mstep: Class 2 contains 124516 members 
Entering Unmasked Estep 
Score: -33838960.000000 Penalty: 6157.558105
	Iteration 26Q: 3 clusters Score -3.383896e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122787 members 
Mstep: Class 2 contains 123544 members 
Entering Unmasked Estep 
Score: -33839052.000000 Penalty: 6157.558105
	Iteration 27Q: 3 clusters Score -3.383905e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123837 members 
Mstep: Class 2 contains 122494 members 
Entering Unmasked Estep 
Score: -33839080.000000 Penalty: 6157.558105
	Iteration 28Q: 3 clusters Score -3.383908e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125013 members 
Mstep: Class 2 contains 121318 members 
Entering Unmasked Estep 
Score: -33839380.000000 Penalty: 6157.558105
	Iteration 29Q: 3 clusters Score -3.383938e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126320 members 
Mstep: Class 2 contains 120011 members 
Entering Unmasked Estep 
Score: -33839552.000000 Penalty: 6157.558105
	Iteration 30Q: 3 clusters Score -3.383955e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127727 members 
Mstep: Class 2 contains 118604 members 
Entering Unmasked Estep 
Score: -33839732.000000 Penalty: 6157.558105
	Iteration 31Q: 3 clusters Score -3.383973e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129213 members 
Mstep: Class 2 contains 117118 members 
Entering Unmasked Estep 
Score: -33840072.000000 Penalty: 6157.558105
	Iteration 32Q: 3 clusters Score -3.384007e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130870 members 
Mstep: Class 2 contains 115461 members 
Entering Unmasked Estep 
Score: -33840340.000000 Penalty: 6157.558105
	Iteration 33Q: 3 clusters Score -3.384034e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 113569 members 
Entering Unmasked Estep 
Score: -33840728.000000 Penalty: 6157.558105
	Iteration 34Q: 3 clusters Score -3.384073e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135057 members 
Mstep: Class 2 contains 111274 members 
Entering Unmasked Estep 
Score: -33841068.000000 Penalty: 6157.558105
	Iteration 35Q: 3 clusters Score -3.384107e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137948 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -33841792.000000 Penalty: 6157.558105
	Iteration 36Q: 3 clusters Score -3.384179e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141355 members 
Mstep: Class 2 contains 104976 members 
Entering Unmasked Estep 
Score: -33842596.000000 Penalty: 6157.558105
	Iteration 37Q: 3 clusters Score -3.38426e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145238 members 
Mstep: Class 2 contains 101093 members 
Entering Unmasked Estep 
Score: -33843784.000000 Penalty: 6157.558105
	Iteration 38Q: 3 clusters Score -3.384378e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149629 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -33845052.000000 Penalty: 6157.558105
	Iteration 39Q: 3 clusters Score -3.384505e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154866 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -33846664.000000 Penalty: 6157.558105
	Iteration 40F: 3 clusters Score -3.384666e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161178 members 
Mstep: Class 2 contains 85153 members 
Entering Unmasked Estep 
Score: -33848568.000000 Penalty: 6157.558105
	Iteration 41Q: 3 clusters Score -3.384857e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168630 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
Score: -33851116.000000 Penalty: 6157.558105
	Iteration 42Q: 3 clusters Score -3.385112e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176717 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -33853536.000000 Penalty: 6157.558105
	Iteration 43Q: 3 clusters Score -3.385354e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185044 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -33855972.000000 Penalty: 6157.558105
	Iteration 44Q: 3 clusters Score -3.385597e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193061 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -33858336.000000 Penalty: 6157.558105
	Iteration 45Q: 3 clusters Score -3.385834e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200134 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -33859992.000000 Penalty: 6157.558105
	Iteration 46Q: 3 clusters Score -3.385999e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206003 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -33860888.000000 Penalty: 6157.558105
	Iteration 47Q: 3 clusters Score -3.386089e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210762 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -33861660.000000 Penalty: 6157.558105
	Iteration 48Q: 3 clusters Score -3.386166e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214583 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -33861960.000000 Penalty: 6157.558105
	Iteration 49Q: 3 clusters Score -3.386196e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217738 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -33862256.000000 Penalty: 6157.558105
	Iteration 50Q: 3 clusters Score -3.386226e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220282 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -33862600.000000 Penalty: 6157.558105
	Iteration 51Q: 3 clusters Score -3.38626e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222355 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -33862616.000000 Penalty: 6157.558105
	Iteration 52Q: 3 clusters Score -3.386262e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223994 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -33862868.000000 Penalty: 6157.558105
	Iteration 53Q: 3 clusters Score -3.386287e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225378 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -33862920.000000 Penalty: 6157.558105
	Iteration 54Q: 3 clusters Score -3.386292e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226523 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -33862920.000000 Penalty: 6157.558105
	Iteration 55Q: 3 clusters Score -3.386292e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227506 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -33863012.000000 Penalty: 6157.558105
	Iteration 56Q: 3 clusters Score -3.386301e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228275 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -33863132.000000 Penalty: 6157.558105
	Iteration 57Q: 3 clusters Score -3.386313e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228907 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -33863096.000000 Penalty: 6157.558105
	Iteration 58Q: 3 clusters Score -3.38631e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229479 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -33863072.000000 Penalty: 6157.558105
	Iteration 59Q: 3 clusters Score -3.386307e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230007 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -33863940.000000 Penalty: 6157.558105
	Iteration 60F: 3 clusters Score -3.386394e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231638 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -33864104.000000 Penalty: 6157.558105
	Iteration 61Q: 3 clusters Score -3.38641e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232970 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -33864056.000000 Penalty: 6157.558105
	Iteration 62Q: 3 clusters Score -3.386406e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234033 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -33864096.000000 Penalty: 6157.558105
	Iteration 63Q: 3 clusters Score -3.38641e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234951 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -33864068.000000 Penalty: 6157.558105
	Iteration 64Q: 3 clusters Score -3.386407e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235775 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -33864020.000000 Penalty: 6157.558105
	Iteration 65Q: 3 clusters Score -3.386402e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236455 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -33863932.000000 Penalty: 6157.558105
	Iteration 66Q: 3 clusters Score -3.386393e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237061 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -33863976.000000 Penalty: 6157.558105
	Iteration 67Q: 3 clusters Score -3.386398e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237620 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -33863828.000000 Penalty: 6157.558105
	Iteration 68Q: 3 clusters Score -3.386383e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238164 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -33863832.000000 Penalty: 6157.558105
	Iteration 69Q: 3 clusters Score -3.386383e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238645 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -33863824.000000 Penalty: 6157.558105
	Iteration 70Q: 3 clusters Score -3.386382e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239047 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -33863796.000000 Penalty: 6157.558105
	Iteration 71Q: 3 clusters Score -3.38638e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239396 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -33863808.000000 Penalty: 6157.558105
	Iteration 72Q: 3 clusters Score -3.386381e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239720 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -33863764.000000 Penalty: 6157.558105
	Iteration 73Q: 3 clusters Score -3.386376e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240020 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -33863708.000000 Penalty: 6157.558105
	Iteration 74Q: 3 clusters Score -3.386371e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240276 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -33863660.000000 Penalty: 6157.558105
	Iteration 75Q: 3 clusters Score -3.386366e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240502 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -33863704.000000 Penalty: 6157.558105
	Iteration 76Q: 3 clusters Score -3.38637e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240738 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -33863720.000000 Penalty: 6157.558105
	Iteration 77Q: 3 clusters Score -3.386372e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240948 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -33863776.000000 Penalty: 6157.558105
	Iteration 78Q: 3 clusters Score -3.386378e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241116 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -33863716.000000 Penalty: 6157.558105
	Iteration 79Q: 3 clusters Score -3.386372e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241279 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -33863700.000000 Penalty: 6157.558105
	Iteration 80F: 3 clusters Score -3.38637e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241413 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -33863668.000000 Penalty: 6157.558105
	Iteration 81Q: 3 clusters Score -3.386367e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241535 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -33863660.000000 Penalty: 6157.558105
	Iteration 82Q: 3 clusters Score -3.386366e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241673 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -33863664.000000 Penalty: 6157.558105
	Iteration 83Q: 3 clusters Score -3.386366e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241813 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -33863672.000000 Penalty: 6157.558105
	Iteration 84Q: 3 clusters Score -3.386367e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241936 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -33863652.000000 Penalty: 6157.558105
	Iteration 85Q: 3 clusters Score -3.386365e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242042 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -33863668.000000 Penalty: 6157.558105
	Iteration 86Q: 3 clusters Score -3.386367e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242152 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -33863652.000000 Penalty: 6157.558105
	Iteration 87Q: 3 clusters Score -3.386365e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242235 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -33863632.000000 Penalty: 6157.558105
	Iteration 88Q: 3 clusters Score -3.386363e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242328 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -33863604.000000 Penalty: 6157.558105
	Iteration 89Q: 3 clusters Score -3.38636e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242410 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -33863604.000000 Penalty: 6157.558105
	Iteration 90Q: 3 clusters Score -3.38636e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242489 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -33863564.000000 Penalty: 6157.558105
	Iteration 91Q: 3 clusters Score -3.386356e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242552 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -33863572.000000 Penalty: 6157.558105
	Iteration 92Q: 3 clusters Score -3.386357e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242607 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -33863552.000000 Penalty: 6157.558105
	Iteration 93Q: 3 clusters Score -3.386355e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242642 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -33863552.000000 Penalty: 6157.558105
	Iteration 94Q: 3 clusters Score -3.386355e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242679 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -33863524.000000 Penalty: 6157.558105
	Iteration 95Q: 3 clusters Score -3.386352e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242718 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -33863532.000000 Penalty: 6157.558105
	Iteration 96Q: 3 clusters Score -3.386353e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242753 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -33863556.000000 Penalty: 6157.558105
	Iteration 97Q: 3 clusters Score -3.386356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242777 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -33863532.000000 Penalty: 6157.558105
	Iteration 98Q: 3 clusters Score -3.386353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242797 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -33863512.000000 Penalty: 6157.558105
	Iteration 99Q: 3 clusters Score -3.386351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242814 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -33863508.000000 Penalty: 6157.558105
	Iteration 100F: 3 clusters Score -3.386351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242827 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -33863524.000000 Penalty: 6157.558105
	Iteration 101Q: 3 clusters Score -3.386352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242839 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -33863516.000000 Penalty: 6157.558105
	Iteration 102Q: 3 clusters Score -3.386352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242848 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -33863492.000000 Penalty: 6157.558105
	Iteration 103Q: 3 clusters Score -3.386349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242857 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -33863484.000000 Penalty: 6157.558105
	Iteration 104Q: 3 clusters Score -3.386348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242864 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -33863472.000000 Penalty: 6157.558105
	Iteration 105Q: 3 clusters Score -3.386347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242866 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -33863464.000000 Penalty: 6157.558105
	Iteration 106Q: 3 clusters Score -3.386346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242868 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -33863472.000000 Penalty: 6157.558105
	Iteration 107Q: 3 clusters Score -3.386347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242872 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -33863468.000000 Penalty: 6157.558105
	Iteration 108Q: 3 clusters Score -3.386347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242875 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -33863448.000000 Penalty: 6157.558105
	Iteration 109Q: 3 clusters Score -3.386345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242876 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -33863448.000000 Penalty: 6157.558105
	Iteration 110Q: 3 clusters Score -3.386345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242877 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -33863460.000000 Penalty: 6157.558105
	Iteration 111Q: 3 clusters Score -3.386346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242878 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -33863484.000000 Penalty: 6157.558105
	Iteration 112Q: 3 clusters Score -3.386348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242880 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -33863468.000000 Penalty: 6157.558105
	Iteration 113Q: 3 clusters Score -3.386347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242881 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -33863488.000000 Penalty: 6157.558105
	Iteration 114Q: 3 clusters Score -3.386349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242881 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -33863488.000000 Penalty: 6157.558105
	Iteration 115F: 3 clusters Score -3.386349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Entering Unmasked Estep 
Score: -6304781.000000 Penalty: 2668.576660
	Iteration 0F: 2 clusters Score -6304781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -6273013.000000 Penalty: 5337.153320
	Iteration 0F: 3 clusters Score -6273013 nChanged 21827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -6287116.500000 Penalty: 5337.153320
	Iteration 1F: 3 clusters Score -6287116 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -6290281.000000 Penalty: 5337.153320
	Iteration 2F: 3 clusters Score -6290281 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -6294114.500000 Penalty: 5337.153320
	Iteration 3F: 3 clusters Score -6294114 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -6297613.000000 Penalty: 5337.153320
	Iteration 4F: 3 clusters Score -6297613 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -6299765.000000 Penalty: 5337.153320
	Iteration 5F: 3 clusters Score -6299765 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -6300619.500000 Penalty: 5337.153320
	Iteration 6Q: 3 clusters Score -6300620 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -6300962.500000 Penalty: 5337.153320
	Iteration 7Q: 3 clusters Score -6300962 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -6301091.000000 Penalty: 5337.153320
	Iteration 8Q: 3 clusters Score -6301091 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -6301122.500000 Penalty: 5337.153320
	Iteration 9Q: 3 clusters Score -6301122 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -6301122.500000 Penalty: 5337.153320
	Iteration 10Q: 3 clusters Score -6301122 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -6301134.000000 Penalty: 5337.153320
	Iteration 11Q: 3 clusters Score -6301134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -6301136.500000 Penalty: 5337.153320
	Iteration 12Q: 3 clusters Score -6301136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -6301145.500000 Penalty: 5337.153320
	Iteration 13Q: 3 clusters Score -6301146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -6301141.000000 Penalty: 5337.153320
	Iteration 14Q: 3 clusters Score -6301141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -6301134.500000 Penalty: 5337.153320
	Iteration 15Q: 3 clusters Score -6301134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -6301144.000000 Penalty: 5337.153320
	Iteration 16Q: 3 clusters Score -6301144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -6301146.000000 Penalty: 5337.153320
	Iteration 17Q: 3 clusters Score -6301146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -6301147.500000 Penalty: 5337.153320
	Iteration 18Q: 3 clusters Score -6301148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -6301150.000000 Penalty: 5337.153320
	Iteration 19Q: 3 clusters Score -6301150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -6301158.500000 Penalty: 5337.153320
	Iteration 20F: 3 clusters Score -6301158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -6301155.000000 Penalty: 5337.153320
	Iteration 21Q: 3 clusters Score -6301155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -6301157.500000 Penalty: 5337.153320
	Iteration 22Q: 3 clusters Score -6301158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -6301152.500000 Penalty: 5337.153320
	Iteration 23Q: 3 clusters Score -6301152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -6301150.000000 Penalty: 5337.153320
	Iteration 24Q: 3 clusters Score -6301150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -6301154.000000 Penalty: 5337.153320
	Iteration 25Q: 3 clusters Score -6301154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -6301160.500000 Penalty: 5337.153320
	Iteration 26Q: 3 clusters Score -6301160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -6301149.500000 Penalty: 5337.153320
	Iteration 27Q: 3 clusters Score -6301150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -6301152.000000 Penalty: 5337.153320
	Iteration 28Q: 3 clusters Score -6301152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -6301153.000000 Penalty: 5337.153320
	Iteration 29Q: 3 clusters Score -6301153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -6301149.000000 Penalty: 5337.153320
	Iteration 30Q: 3 clusters Score -6301149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -6301151.000000 Penalty: 5337.153320
	Iteration 31Q: 3 clusters Score -6301151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -6301152.000000 Penalty: 5337.153320
	Iteration 32Q: 3 clusters Score -6301152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -6301148.500000 Penalty: 5337.153320
	Iteration 33Q: 3 clusters Score -6301148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -6301146.000000 Penalty: 5337.153320
	Iteration 34Q: 3 clusters Score -6301146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -6301146.000000 Penalty: 5337.153320
	Iteration 35F: 3 clusters Score -6301146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Entering Unmasked Estep 
Score: -8091465.500000 Penalty: 2720.791992
	Iteration 0F: 2 clusters Score -8091466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -8052601.000000 Penalty: 5441.583984
	Iteration 0F: 3 clusters Score -8052601 nChanged 26937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -8068115.500000 Penalty: 5441.583984
	Iteration 1F: 3 clusters Score -8068116 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -8069246.000000 Penalty: 5441.583984
	Iteration 2Q: 3 clusters Score -8069246 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -8070751.500000 Penalty: 5441.583984
	Iteration 3F: 3 clusters Score -8070752 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -8072898.000000 Penalty: 5441.583984
	Iteration 4F: 3 clusters Score -8072898 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -8076005.000000 Penalty: 5441.583984
	Iteration 5F: 3 clusters Score -8076005 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -8079701.000000 Penalty: 5441.583984
	Iteration 6F: 3 clusters Score -8079701 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -8083037.000000 Penalty: 5441.583984
	Iteration 7F: 3 clusters Score -8083037 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -8085474.500000 Penalty: 5441.583984
	Iteration 8Q: 3 clusters Score -8085474 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -8086722.500000 Penalty: 5441.583984
	Iteration 9Q: 3 clusters Score -8086722 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -8087356.000000 Penalty: 5441.583984
	Iteration 10Q: 3 clusters Score -8087356 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -8087655.000000 Penalty: 5441.583984
	Iteration 11Q: 3 clusters Score -8087655 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -8087862.500000 Penalty: 5441.583984
	Iteration 12Q: 3 clusters Score -8087862 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -8087988.000000 Penalty: 5441.583984
	Iteration 13Q: 3 clusters Score -8087988 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -8088101.000000 Penalty: 5441.583984
	Iteration 14Q: 3 clusters Score -8088101 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -8088213.000000 Penalty: 5441.583984
	Iteration 15Q: 3 clusters Score -8088213 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -8088310.000000 Penalty: 5441.583984
	Iteration 16Q: 3 clusters Score -8088310 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -8088373.000000 Penalty: 5441.583984
	Iteration 17Q: 3 clusters Score -8088373 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -8088452.000000 Penalty: 5441.583984
	Iteration 18Q: 3 clusters Score -8088452 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -8088515.000000 Penalty: 5441.583984
	Iteration 19Q: 3 clusters Score -8088515 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -8088595.500000 Penalty: 5441.583984
	Iteration 20F: 3 clusters Score -8088596 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -8088667.000000 Penalty: 5441.583984
	Iteration 21Q: 3 clusters Score -8088667 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -8088743.500000 Penalty: 5441.583984
	Iteration 22Q: 3 clusters Score -8088744 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -8088793.000000 Penalty: 5441.583984
	Iteration 23Q: 3 clusters Score -8088793 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -8088868.000000 Penalty: 5441.583984
	Iteration 24Q: 3 clusters Score -8088868 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -8088894.000000 Penalty: 5441.583984
	Iteration 25Q: 3 clusters Score -8088894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -8088920.000000 Penalty: 5441.583984
	Iteration 26Q: 3 clusters Score -8088920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -8088944.500000 Penalty: 5441.583984
	Iteration 27Q: 3 clusters Score -8088944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -8088971.000000 Penalty: 5441.583984
	Iteration 28Q: 3 clusters Score -8088971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -8088979.000000 Penalty: 5441.583984
	Iteration 29Q: 3 clusters Score -8088979 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -8089009.000000 Penalty: 5441.583984
	Iteration 30Q: 3 clusters Score -8089009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -8089027.000000 Penalty: 5441.583984
	Iteration 31Q: 3 clusters Score -8089027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -8089045.000000 Penalty: 5441.583984
	Iteration 32Q: 3 clusters Score -8089045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -8089053.000000 Penalty: 5441.583984
	Iteration 33Q: 3 clusters Score -8089053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -8089074.000000 Penalty: 5441.583984
	Iteration 34Q: 3 clusters Score -8089074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -8089090.000000 Penalty: 5441.583984
	Iteration 35Q: 3 clusters Score -8089090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -8089089.000000 Penalty: 5441.583984
	Iteration 36Q: 3 clusters Score -8089089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -8089099.000000 Penalty: 5441.583984
	Iteration 37Q: 3 clusters Score -8089099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -8089104.500000 Penalty: 5441.583984
	Iteration 38Q: 3 clusters Score -8089104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -8089103.000000 Penalty: 5441.583984
	Iteration 39Q: 3 clusters Score -8089103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -8089110.000000 Penalty: 5441.583984
	Iteration 40F: 3 clusters Score -8089110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -8089105.500000 Penalty: 5441.583984
	Iteration 41Q: 3 clusters Score -8089106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -8089102.500000 Penalty: 5441.583984
	Iteration 42Q: 3 clusters Score -8089102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -8089109.000000 Penalty: 5441.583984
	Iteration 43Q: 3 clusters Score -8089109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -8089110.500000 Penalty: 5441.583984
	Iteration 44Q: 3 clusters Score -8089110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -8089111.000000 Penalty: 5441.583984
	Iteration 45Q: 3 clusters Score -8089111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -8089106.000000 Penalty: 5441.583984
	Iteration 46Q: 3 clusters Score -8089106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -8089102.500000 Penalty: 5441.583984
	Iteration 47Q: 3 clusters Score -8089102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -8089104.000000 Penalty: 5441.583984
	Iteration 48Q: 3 clusters Score -8089104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -8089106.000000 Penalty: 5441.583984
	Iteration 49Q: 3 clusters Score -8089106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -8089114.500000 Penalty: 5441.583984
	Iteration 50Q: 3 clusters Score -8089114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -8089117.500000 Penalty: 5441.583984
	Iteration 51Q: 3 clusters Score -8089118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -8089120.000000 Penalty: 5441.583984
	Iteration 52Q: 3 clusters Score -8089120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -8089121.000000 Penalty: 5441.583984
	Iteration 53Q: 3 clusters Score -8089121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -8089118.500000 Penalty: 5441.583984
	Iteration 54Q: 3 clusters Score -8089118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -8089122.000000 Penalty: 5441.583984
	Iteration 55Q: 3 clusters Score -8089122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -8089130.000000 Penalty: 5441.583984
	Iteration 56Q: 3 clusters Score -8089130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -8089131.500000 Penalty: 5441.583984
	Iteration 57Q: 3 clusters Score -8089132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -8089130.000000 Penalty: 5441.583984
	Iteration 58Q: 3 clusters Score -8089130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -8089137.000000 Penalty: 5441.583984
	Iteration 59Q: 3 clusters Score -8089137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -8089141.000000 Penalty: 5441.583984
	Iteration 60F: 3 clusters Score -8089141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -8089150.000000 Penalty: 5441.583984
	Iteration 61Q: 3 clusters Score -8089150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -8089144.500000 Penalty: 5441.583984
	Iteration 62Q: 3 clusters Score -8089144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -8089147.500000 Penalty: 5441.583984
	Iteration 63Q: 3 clusters Score -8089148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -8089145.500000 Penalty: 5441.583984
	Iteration 64Q: 3 clusters Score -8089146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -8089147.500000 Penalty: 5441.583984
	Iteration 65Q: 3 clusters Score -8089148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -8089142.000000 Penalty: 5441.583984
	Iteration 66Q: 3 clusters Score -8089142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -8089140.500000 Penalty: 5441.583984
	Iteration 67Q: 3 clusters Score -8089140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -8089139.000000 Penalty: 5441.583984
	Iteration 68Q: 3 clusters Score -8089139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -8089143.500000 Penalty: 5441.583984
	Iteration 69Q: 3 clusters Score -8089144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -8089150.000000 Penalty: 5441.583984
	Iteration 70Q: 3 clusters Score -8089150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -8089153.000000 Penalty: 5441.583984
	Iteration 71Q: 3 clusters Score -8089153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -8089161.500000 Penalty: 5441.583984
	Iteration 72Q: 3 clusters Score -8089162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -8089156.500000 Penalty: 5441.583984
	Iteration 73Q: 3 clusters Score -8089156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -8089160.500000 Penalty: 5441.583984
	Iteration 74Q: 3 clusters Score -8089160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -8089160.500000 Penalty: 5441.583984
	Iteration 75F: 3 clusters Score -8089160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Entering Unmasked Estep 
Score: -682300.000000 Penalty: 2117.757812
	Iteration 0F: 2 clusters Score -682300 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 2585 members 
Entering Unmasked Estep 
Score: -677760.062500 Penalty: 4235.515625
	Iteration 0F: 3 clusters Score -677760.1 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -679018.875000 Penalty: 4235.515625
	Iteration 1F: 3 clusters Score -679018.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -679326.500000 Penalty: 4235.515625
	Iteration 2F: 3 clusters Score -679326.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -679509.000000 Penalty: 4235.515625
	Iteration 3F: 3 clusters Score -679509 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -679655.187500 Penalty: 4235.515625
	Iteration 4Q: 3 clusters Score -679655.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -679761.125000 Penalty: 4235.515625
	Iteration 5Q: 3 clusters Score -679761.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -679862.375000 Penalty: 4235.515625
	Iteration 6Q: 3 clusters Score -679862.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -679971.187500 Penalty: 4235.515625
	Iteration 7Q: 3 clusters Score -679971.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -680086.250000 Penalty: 4235.515625
	Iteration 8Q: 3 clusters Score -680086.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -680210.875000 Penalty: 4235.515625
	Iteration 9Q: 3 clusters Score -680210.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -680320.500000 Penalty: 4235.515625
	Iteration 10Q: 3 clusters Score -680320.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -680446.437500 Penalty: 4235.515625
	Iteration 11Q: 3 clusters Score -680446.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -680561.562500 Penalty: 4235.515625
	Iteration 12Q: 3 clusters Score -680561.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -680641.000000 Penalty: 4235.515625
	Iteration 13Q: 3 clusters Score -680641 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -680698.937500 Penalty: 4235.515625
	Iteration 14Q: 3 clusters Score -680698.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -680741.937500 Penalty: 4235.515625
	Iteration 15Q: 3 clusters Score -680741.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -680780.687500 Penalty: 4235.515625
	Iteration 16Q: 3 clusters Score -680780.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -680812.875000 Penalty: 4235.515625
	Iteration 17Q: 3 clusters Score -680812.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -680841.625000 Penalty: 4235.515625
	Iteration 18Q: 3 clusters Score -680841.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -680867.312500 Penalty: 4235.515625
	Iteration 19Q: 3 clusters Score -680867.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -680891.250000 Penalty: 4235.515625
	Iteration 20F: 3 clusters Score -680891.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -680911.937500 Penalty: 4235.515625
	Iteration 21Q: 3 clusters Score -680911.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -680930.562500 Penalty: 4235.515625
	Iteration 22Q: 3 clusters Score -680930.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -680945.000000 Penalty: 4235.515625
	Iteration 23Q: 3 clusters Score -680945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -680962.312500 Penalty: 4235.515625
	Iteration 24Q: 3 clusters Score -680962.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -680967.937500 Penalty: 4235.515625
	Iteration 25Q: 3 clusters Score -680967.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -680974.000000 Penalty: 4235.515625
	Iteration 26Q: 3 clusters Score -680974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -680979.125000 Penalty: 4235.515625
	Iteration 27Q: 3 clusters Score -680979.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -680983.500000 Penalty: 4235.515625
	Iteration 28Q: 3 clusters Score -680983.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -680988.687500 Penalty: 4235.515625
	Iteration 29Q: 3 clusters Score -680988.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -680992.437500 Penalty: 4235.515625
	Iteration 30Q: 3 clusters Score -680992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -680992.812500 Penalty: 4235.515625
	Iteration 31Q: 3 clusters Score -680992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -680998.125000 Penalty: 4235.515625
	Iteration 32Q: 3 clusters Score -680998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -681002.750000 Penalty: 4235.515625
	Iteration 33Q: 3 clusters Score -681002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -681009.562500 Penalty: 4235.515625
	Iteration 34Q: 3 clusters Score -681009.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -681012.750000 Penalty: 4235.515625
	Iteration 35Q: 3 clusters Score -681012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -681018.187500 Penalty: 4235.515625
	Iteration 36Q: 3 clusters Score -681018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -681019.500000 Penalty: 4235.515625
	Iteration 37Q: 3 clusters Score -681019.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -681024.250000 Penalty: 4235.515625
	Iteration 38Q: 3 clusters Score -681024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -681024.750000 Penalty: 4235.515625
	Iteration 39Q: 3 clusters Score -681024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -681027.687500 Penalty: 4235.515625
	Iteration 40F: 3 clusters Score -681027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -681027.687500 Penalty: 4235.515625
	Iteration 41Q: 3 clusters Score -681027.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -681026.750000 Penalty: 4235.515625
	Iteration 42Q: 3 clusters Score -681026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -681027.375000 Penalty: 4235.515625
	Iteration 43Q: 3 clusters Score -681027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -681029.125000 Penalty: 4235.515625
	Iteration 44Q: 3 clusters Score -681029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -681029.687500 Penalty: 4235.515625
	Iteration 45Q: 3 clusters Score -681029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -681030.562500 Penalty: 4235.515625
	Iteration 46Q: 3 clusters Score -681030.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -681030.562500 Penalty: 4235.515625
	Iteration 47F: 3 clusters Score -681030.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Entering Unmasked Estep 
Score: -2514405.750000 Penalty: 2435.345703
	Iteration 0F: 2 clusters Score -2514406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2501300.000000 Penalty: 4870.691406
	Iteration 0F: 3 clusters Score -2501300 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2505671.000000 Penalty: 4870.691406
	Iteration 1F: 3 clusters Score -2505671 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2506175.500000 Penalty: 4870.691406
	Iteration 2F: 3 clusters Score -2506176 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2506642.000000 Penalty: 4870.691406
	Iteration 3F: 3 clusters Score -2506642 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2507147.250000 Penalty: 4870.691406
	Iteration 4F: 3 clusters Score -2507147 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2507704.750000 Penalty: 4870.691406
	Iteration 5F: 3 clusters Score -2507705 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2508267.750000 Penalty: 4870.691406
	Iteration 6F: 3 clusters Score -2508268 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2508834.750000 Penalty: 4870.691406
	Iteration 7F: 3 clusters Score -2508835 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2509388.500000 Penalty: 4870.691406
	Iteration 8Q: 3 clusters Score -2509388 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2509983.000000 Penalty: 4870.691406
	Iteration 9Q: 3 clusters Score -2509983 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2510548.000000 Penalty: 4870.691406
	Iteration 10Q: 3 clusters Score -2510548 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2511008.250000 Penalty: 4870.691406
	Iteration 11Q: 3 clusters Score -2511008 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2511355.500000 Penalty: 4870.691406
	Iteration 12Q: 3 clusters Score -2511356 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2511556.750000 Penalty: 4870.691406
	Iteration 13Q: 3 clusters Score -2511557 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2511707.000000 Penalty: 4870.691406
	Iteration 14Q: 3 clusters Score -2511707 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2511824.500000 Penalty: 4870.691406
	Iteration 15Q: 3 clusters Score -2511824 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2511902.250000 Penalty: 4870.691406
	Iteration 16Q: 3 clusters Score -2511902 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2511969.500000 Penalty: 4870.691406
	Iteration 17Q: 3 clusters Score -2511970 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2512023.250000 Penalty: 4870.691406
	Iteration 18Q: 3 clusters Score -2512023 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2512093.000000 Penalty: 4870.691406
	Iteration 19Q: 3 clusters Score -2512093 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2512121.750000 Penalty: 4870.691406
	Iteration 20F: 3 clusters Score -2512122 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2512161.250000 Penalty: 4870.691406
	Iteration 21Q: 3 clusters Score -2512161 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2512181.250000 Penalty: 4870.691406
	Iteration 22Q: 3 clusters Score -2512181 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2512224.250000 Penalty: 4870.691406
	Iteration 23Q: 3 clusters Score -2512224 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2512257.250000 Penalty: 4870.691406
	Iteration 24Q: 3 clusters Score -2512257 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2512282.000000 Penalty: 4870.691406
	Iteration 25Q: 3 clusters Score -2512282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2512313.500000 Penalty: 4870.691406
	Iteration 26Q: 3 clusters Score -2512314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2512333.500000 Penalty: 4870.691406
	Iteration 27Q: 3 clusters Score -2512334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2512347.250000 Penalty: 4870.691406
	Iteration 28Q: 3 clusters Score -2512347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2512358.500000 Penalty: 4870.691406
	Iteration 29Q: 3 clusters Score -2512358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2512367.250000 Penalty: 4870.691406
	Iteration 30Q: 3 clusters Score -2512367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2512380.000000 Penalty: 4870.691406
	Iteration 31Q: 3 clusters Score -2512380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2512388.250000 Penalty: 4870.691406
	Iteration 32Q: 3 clusters Score -2512388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2512393.000000 Penalty: 4870.691406
	Iteration 33Q: 3 clusters Score -2512393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2512399.000000 Penalty: 4870.691406
	Iteration 34Q: 3 clusters Score -2512399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2512406.750000 Penalty: 4870.691406
	Iteration 35Q: 3 clusters Score -2512407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2512418.750000 Penalty: 4870.691406
	Iteration 36Q: 3 clusters Score -2512419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2512425.750000 Penalty: 4870.691406
	Iteration 37Q: 3 clusters Score -2512426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2512435.500000 Penalty: 4870.691406
	Iteration 38Q: 3 clusters Score -2512436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2512432.500000 Penalty: 4870.691406
	Iteration 39Q: 3 clusters Score -2512432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2512446.250000 Penalty: 4870.691406
	Iteration 40F: 3 clusters Score -2512446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2512452.500000 Penalty: 4870.691406
	Iteration 41Q: 3 clusters Score -2512452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2512460.000000 Penalty: 4870.691406
	Iteration 42Q: 3 clusters Score -2512460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2512470.500000 Penalty: 4870.691406
	Iteration 43Q: 3 clusters Score -2512470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2512469.750000 Penalty: 4870.691406
	Iteration 44Q: 3 clusters Score -2512470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2512477.000000 Penalty: 4870.691406
	Iteration 45Q: 3 clusters Score -2512477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2512479.500000 Penalty: 4870.691406
	Iteration 46Q: 3 clusters Score -2512480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2512478.500000 Penalty: 4870.691406
	Iteration 47Q: 3 clusters Score -2512478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2512481.500000 Penalty: 4870.691406
	Iteration 48Q: 3 clusters Score -2512482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2512486.500000 Penalty: 4870.691406
	Iteration 49Q: 3 clusters Score -2512486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2512491.000000 Penalty: 4870.691406
	Iteration 50Q: 3 clusters Score -2512491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2512492.250000 Penalty: 4870.691406
	Iteration 51Q: 3 clusters Score -2512492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2512495.750000 Penalty: 4870.691406
	Iteration 52Q: 3 clusters Score -2512496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2512495.750000 Penalty: 4870.691406
	Iteration 53Q: 3 clusters Score -2512496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2512500.250000 Penalty: 4870.691406
	Iteration 54Q: 3 clusters Score -2512500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2512504.250000 Penalty: 4870.691406
	Iteration 55Q: 3 clusters Score -2512504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2512510.250000 Penalty: 4870.691406
	Iteration 56Q: 3 clusters Score -2512510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2512516.750000 Penalty: 4870.691406
	Iteration 57Q: 3 clusters Score -2512517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2512522.500000 Penalty: 4870.691406
	Iteration 58Q: 3 clusters Score -2512522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2512524.000000 Penalty: 4870.691406
	Iteration 59Q: 3 clusters Score -2512524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2512524.500000 Penalty: 4870.691406
	Iteration 60F: 3 clusters Score -2512524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2512526.250000 Penalty: 4870.691406
	Iteration 61Q: 3 clusters Score -2512526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2512527.000000 Penalty: 4870.691406
	Iteration 62Q: 3 clusters Score -2512527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2512532.250000 Penalty: 4870.691406
	Iteration 63Q: 3 clusters Score -2512532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2512535.750000 Penalty: 4870.691406
	Iteration 64Q: 3 clusters Score -2512536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2512540.250000 Penalty: 4870.691406
	Iteration 65Q: 3 clusters Score -2512540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2512542.500000 Penalty: 4870.691406
	Iteration 66Q: 3 clusters Score -2512542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2512548.250000 Penalty: 4870.691406
	Iteration 67Q: 3 clusters Score -2512548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2512552.500000 Penalty: 4870.691406
	Iteration 68Q: 3 clusters Score -2512552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2512556.750000 Penalty: 4870.691406
	Iteration 69Q: 3 clusters Score -2512557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2512560.500000 Penalty: 4870.691406
	Iteration 70Q: 3 clusters Score -2512560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2512562.500000 Penalty: 4870.691406
	Iteration 71Q: 3 clusters Score -2512562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2512567.250000 Penalty: 4870.691406
	Iteration 72Q: 3 clusters Score -2512567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2512567.500000 Penalty: 4870.691406
	Iteration 73Q: 3 clusters Score -2512568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2512567.500000 Penalty: 4870.691406
	Iteration 74F: 3 clusters Score -2512568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -163329.078125 Penalty: 1765.468994
	Iteration 0F: 2 clusters Score -163329.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -161241.187500 Penalty: 3530.937988
	Iteration 0F: 3 clusters Score -161241.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -161667.140625 Penalty: 3530.937988
	Iteration 1F: 3 clusters Score -161667.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -161848.906250 Penalty: 3530.937988
	Iteration 2F: 3 clusters Score -161848.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -161923.906250 Penalty: 3530.937988
	Iteration 3Q: 3 clusters Score -161923.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -161984.000000 Penalty: 3530.937988
	Iteration 4Q: 3 clusters Score -161984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -162023.359375 Penalty: 3530.937988
	Iteration 5Q: 3 clusters Score -162023.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -162053.859375 Penalty: 3530.937988
	Iteration 6Q: 3 clusters Score -162053.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -162073.671875 Penalty: 3530.937988
	Iteration 7Q: 3 clusters Score -162073.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -162090.906250 Penalty: 3530.937988
	Iteration 8Q: 3 clusters Score -162090.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -162104.500000 Penalty: 3530.937988
	Iteration 9Q: 3 clusters Score -162104.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -162124.234375 Penalty: 3530.937988
	Iteration 10Q: 3 clusters Score -162124.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -162134.921875 Penalty: 3530.937988
	Iteration 11Q: 3 clusters Score -162134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -162141.859375 Penalty: 3530.937988
	Iteration 12Q: 3 clusters Score -162141.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -162147.640625 Penalty: 3530.937988
	Iteration 13Q: 3 clusters Score -162147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -162150.625000 Penalty: 3530.937988
	Iteration 14Q: 3 clusters Score -162150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -162156.515625 Penalty: 3530.937988
	Iteration 15Q: 3 clusters Score -162156.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -162166.125000 Penalty: 3530.937988
	Iteration 16Q: 3 clusters Score -162166.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -162180.046875 Penalty: 3530.937988
	Iteration 17Q: 3 clusters Score -162180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -162199.890625 Penalty: 3530.937988
	Iteration 18Q: 3 clusters Score -162199.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -162225.734375 Penalty: 3530.937988
	Iteration 19Q: 3 clusters Score -162225.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -162245.062500 Penalty: 3530.937988
	Iteration 20F: 3 clusters Score -162245.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -162264.562500 Penalty: 3530.937988
	Iteration 21Q: 3 clusters Score -162264.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -162288.703125 Penalty: 3530.937988
	Iteration 22Q: 3 clusters Score -162288.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -162305.546875 Penalty: 3530.937988
	Iteration 23Q: 3 clusters Score -162305.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -162310.171875 Penalty: 3530.937988
	Iteration 24Q: 3 clusters Score -162310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -162316.375000 Penalty: 3530.937988
	Iteration 25Q: 3 clusters Score -162316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -162322.140625 Penalty: 3530.937988
	Iteration 26Q: 3 clusters Score -162322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -162323.843750 Penalty: 3530.937988
	Iteration 27Q: 3 clusters Score -162323.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -162324.828125 Penalty: 3530.937988
	Iteration 28Q: 3 clusters Score -162324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -162326.312500 Penalty: 3530.937988
	Iteration 29Q: 3 clusters Score -162326.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -162326.312500 Penalty: 3530.937988
	Iteration 30F: 3 clusters Score -162326.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (154477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154477 members 
Entering Unmasked Estep 
Score: -21344162.000000 Penalty: 2963.054443
	Iteration 0F: 2 clusters Score -2.134416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -21242106.000000 Penalty: 5926.108887
	Iteration 0F: 3 clusters Score -2.124211e+07 nChanged 73902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -21285692.000000 Penalty: 5926.108887
	Iteration 1F: 3 clusters Score -2.128569e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -21286976.000000 Penalty: 5926.108887
	Iteration 2Q: 3 clusters Score -2.128698e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78989 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -21289036.000000 Penalty: 5926.108887
	Iteration 3Q: 3 clusters Score -2.128904e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -21291894.000000 Penalty: 5926.108887
	Iteration 4Q: 3 clusters Score -2.129189e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -21296172.000000 Penalty: 5926.108887
	Iteration 5F: 3 clusters Score -2.129617e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -21301942.000000 Penalty: 5926.108887
	Iteration 6F: 3 clusters Score -2.130194e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81386 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -21308584.000000 Penalty: 5926.108887
	Iteration 7F: 3 clusters Score -2.130858e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81870 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -21315740.000000 Penalty: 5926.108887
	Iteration 8F: 3 clusters Score -2.131574e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -21320644.000000 Penalty: 5926.108887
	Iteration 9F: 3 clusters Score -2.132064e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -21322878.000000 Penalty: 5926.108887
	Iteration 10Q: 3 clusters Score -2.132288e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -21323756.000000 Penalty: 5926.108887
	Iteration 11Q: 3 clusters Score -2.132376e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -21323992.000000 Penalty: 5926.108887
	Iteration 12Q: 3 clusters Score -2.132399e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -21324168.000000 Penalty: 5926.108887
	Iteration 13Q: 3 clusters Score -2.132417e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
Score: -21324240.000000 Penalty: 5926.108887
	Iteration 14Q: 3 clusters Score -2.132424e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -21324356.000000 Penalty: 5926.108887
	Iteration 15Q: 3 clusters Score -2.132436e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -21324470.000000 Penalty: 5926.108887
	Iteration 16Q: 3 clusters Score -2.132447e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -21324634.000000 Penalty: 5926.108887
	Iteration 17Q: 3 clusters Score -2.132463e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -21324686.000000 Penalty: 5926.108887
	Iteration 18Q: 3 clusters Score -2.132469e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -21324798.000000 Penalty: 5926.108887
	Iteration 19Q: 3 clusters Score -2.13248e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -21324886.000000 Penalty: 5926.108887
	Iteration 20F: 3 clusters Score -2.132489e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -21325076.000000 Penalty: 5926.108887
	Iteration 21Q: 3 clusters Score -2.132508e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83566 members 
Mstep: Class 2 contains 70911 members 
Entering Unmasked Estep 
Score: -21325132.000000 Penalty: 5926.108887
	Iteration 22Q: 3 clusters Score -2.132513e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83930 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -21325298.000000 Penalty: 5926.108887
	Iteration 23Q: 3 clusters Score -2.13253e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84398 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -21325442.000000 Penalty: 5926.108887
	Iteration 24Q: 3 clusters Score -2.132544e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -21325764.000000 Penalty: 5926.108887
	Iteration 25Q: 3 clusters Score -2.132576e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -21326182.000000 Penalty: 5926.108887
	Iteration 26Q: 3 clusters Score -2.132618e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -21326766.000000 Penalty: 5926.108887
	Iteration 27Q: 3 clusters Score -2.132677e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -21327366.000000 Penalty: 5926.108887
	Iteration 28Q: 3 clusters Score -2.132737e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89022 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -21328256.000000 Penalty: 5926.108887
	Iteration 29Q: 3 clusters Score -2.132826e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -21329072.000000 Penalty: 5926.108887
	Iteration 30Q: 3 clusters Score -2.132907e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -21329906.000000 Penalty: 5926.108887
	Iteration 31Q: 3 clusters Score -2.132991e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -21330876.000000 Penalty: 5926.108887
	Iteration 32Q: 3 clusters Score -2.133088e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -21331958.000000 Penalty: 5926.108887
	Iteration 33Q: 3 clusters Score -2.133196e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94393 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -21332928.000000 Penalty: 5926.108887
	Iteration 34Q: 3 clusters Score -2.133293e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -21333752.000000 Penalty: 5926.108887
	Iteration 35Q: 3 clusters Score -2.133375e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -21334530.000000 Penalty: 5926.108887
	Iteration 36Q: 3 clusters Score -2.133453e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -21335312.000000 Penalty: 5926.108887
	Iteration 37Q: 3 clusters Score -2.133531e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -21335828.000000 Penalty: 5926.108887
	Iteration 38Q: 3 clusters Score -2.133583e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -21336190.000000 Penalty: 5926.108887
	Iteration 39Q: 3 clusters Score -2.133619e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -21336652.000000 Penalty: 5926.108887
	Iteration 40F: 3 clusters Score -2.133665e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97996 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -21337032.000000 Penalty: 5926.108887
	Iteration 41Q: 3 clusters Score -2.133703e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98137 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -21337310.000000 Penalty: 5926.108887
	Iteration 42Q: 3 clusters Score -2.133731e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -21337460.000000 Penalty: 5926.108887
	Iteration 43Q: 3 clusters Score -2.133746e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98418 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -21337630.000000 Penalty: 5926.108887
	Iteration 44Q: 3 clusters Score -2.133763e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -21337720.000000 Penalty: 5926.108887
	Iteration 45Q: 3 clusters Score -2.133772e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -21337824.000000 Penalty: 5926.108887
	Iteration 46Q: 3 clusters Score -2.133782e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99011 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -21337838.000000 Penalty: 5926.108887
	Iteration 47Q: 3 clusters Score -2.133784e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -21337868.000000 Penalty: 5926.108887
	Iteration 48Q: 3 clusters Score -2.133787e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -21337898.000000 Penalty: 5926.108887
	Iteration 49Q: 3 clusters Score -2.13379e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -21337872.000000 Penalty: 5926.108887
	Iteration 50Q: 3 clusters Score -2.133787e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -21337880.000000 Penalty: 5926.108887
	Iteration 51Q: 3 clusters Score -2.133788e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100136 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -21337894.000000 Penalty: 5926.108887
	Iteration 52Q: 3 clusters Score -2.133789e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100360 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -21337910.000000 Penalty: 5926.108887
	Iteration 53Q: 3 clusters Score -2.133791e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100570 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -21337974.000000 Penalty: 5926.108887
	Iteration 54Q: 3 clusters Score -2.133797e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -21337982.000000 Penalty: 5926.108887
	Iteration 55Q: 3 clusters Score -2.133798e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -21338006.000000 Penalty: 5926.108887
	Iteration 56Q: 3 clusters Score -2.133801e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101156 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -21338006.000000 Penalty: 5926.108887
	Iteration 57Q: 3 clusters Score -2.133801e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -21338052.000000 Penalty: 5926.108887
	Iteration 58Q: 3 clusters Score -2.133805e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -21338070.000000 Penalty: 5926.108887
	Iteration 59Q: 3 clusters Score -2.133807e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -21338056.000000 Penalty: 5926.108887
	Iteration 60F: 3 clusters Score -2.133806e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -21338064.000000 Penalty: 5926.108887
	Iteration 61Q: 3 clusters Score -2.133806e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -21338044.000000 Penalty: 5926.108887
	Iteration 62Q: 3 clusters Score -2.133804e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -21338040.000000 Penalty: 5926.108887
	Iteration 63Q: 3 clusters Score -2.133804e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -21338054.000000 Penalty: 5926.108887
	Iteration 64Q: 3 clusters Score -2.133805e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -21338080.000000 Penalty: 5926.108887
	Iteration 65Q: 3 clusters Score -2.133808e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102616 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -21338078.000000 Penalty: 5926.108887
	Iteration 66Q: 3 clusters Score -2.133808e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -21338110.000000 Penalty: 5926.108887
	Iteration 67Q: 3 clusters Score -2.133811e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102889 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -21338084.000000 Penalty: 5926.108887
	Iteration 68Q: 3 clusters Score -2.133808e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -21338086.000000 Penalty: 5926.108887
	Iteration 69Q: 3 clusters Score -2.133809e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103116 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -21338090.000000 Penalty: 5926.108887
	Iteration 70Q: 3 clusters Score -2.133809e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -21338120.000000 Penalty: 5926.108887
	Iteration 71Q: 3 clusters Score -2.133812e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103343 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -21338118.000000 Penalty: 5926.108887
	Iteration 72Q: 3 clusters Score -2.133812e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103442 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -21338114.000000 Penalty: 5926.108887
	Iteration 73Q: 3 clusters Score -2.133811e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -21338122.000000 Penalty: 5926.108887
	Iteration 74Q: 3 clusters Score -2.133812e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103612 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -21338128.000000 Penalty: 5926.108887
	Iteration 75Q: 3 clusters Score -2.133813e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -21338136.000000 Penalty: 5926.108887
	Iteration 76Q: 3 clusters Score -2.133814e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103769 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -21338134.000000 Penalty: 5926.108887
	Iteration 77Q: 3 clusters Score -2.133813e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103838 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -21338156.000000 Penalty: 5926.108887
	Iteration 78Q: 3 clusters Score -2.133816e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -21338138.000000 Penalty: 5926.108887
	Iteration 79Q: 3 clusters Score -2.133814e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -21338172.000000 Penalty: 5926.108887
	Iteration 80F: 3 clusters Score -2.133817e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -21338170.000000 Penalty: 5926.108887
	Iteration 81Q: 3 clusters Score -2.133817e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -21338168.000000 Penalty: 5926.108887
	Iteration 82Q: 3 clusters Score -2.133817e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -21338158.000000 Penalty: 5926.108887
	Iteration 83Q: 3 clusters Score -2.133816e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -21338202.000000 Penalty: 5926.108887
	Iteration 84Q: 3 clusters Score -2.13382e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104223 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -21338198.000000 Penalty: 5926.108887
	Iteration 85Q: 3 clusters Score -2.13382e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104269 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -21338190.000000 Penalty: 5926.108887
	Iteration 86Q: 3 clusters Score -2.133819e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -21338190.000000 Penalty: 5926.108887
	Iteration 87Q: 3 clusters Score -2.133819e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -21338232.000000 Penalty: 5926.108887
	Iteration 88Q: 3 clusters Score -2.133823e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104391 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -21338254.000000 Penalty: 5926.108887
	Iteration 89Q: 3 clusters Score -2.133825e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104427 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -21338264.000000 Penalty: 5926.108887
	Iteration 90Q: 3 clusters Score -2.133826e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104464 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -21338258.000000 Penalty: 5926.108887
	Iteration 91Q: 3 clusters Score -2.133826e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -21338232.000000 Penalty: 5926.108887
	Iteration 92Q: 3 clusters Score -2.133823e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104549 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -21338252.000000 Penalty: 5926.108887
	Iteration 93Q: 3 clusters Score -2.133825e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -21338226.000000 Penalty: 5926.108887
	Iteration 94Q: 3 clusters Score -2.133823e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -21338234.000000 Penalty: 5926.108887
	Iteration 95Q: 3 clusters Score -2.133823e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -21338234.000000 Penalty: 5926.108887
	Iteration 96Q: 3 clusters Score -2.133823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104682 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -21338246.000000 Penalty: 5926.108887
	Iteration 97Q: 3 clusters Score -2.133825e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104707 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -21338264.000000 Penalty: 5926.108887
	Iteration 98Q: 3 clusters Score -2.133826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -21338274.000000 Penalty: 5926.108887
	Iteration 99Q: 3 clusters Score -2.133827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104764 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -21338272.000000 Penalty: 5926.108887
	Iteration 100F: 3 clusters Score -2.133827e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -21338284.000000 Penalty: 5926.108887
	Iteration 101Q: 3 clusters Score -2.133828e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104824 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -21338264.000000 Penalty: 5926.108887
	Iteration 102Q: 3 clusters Score -2.133826e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104844 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -21338278.000000 Penalty: 5926.108887
	Iteration 103Q: 3 clusters Score -2.133828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104866 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -21338288.000000 Penalty: 5926.108887
	Iteration 104Q: 3 clusters Score -2.133829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104887 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -21338300.000000 Penalty: 5926.108887
	Iteration 105Q: 3 clusters Score -2.13383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104913 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -21338294.000000 Penalty: 5926.108887
	Iteration 106Q: 3 clusters Score -2.133829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104932 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -21338288.000000 Penalty: 5926.108887
	Iteration 107Q: 3 clusters Score -2.133829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104953 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -21338292.000000 Penalty: 5926.108887
	Iteration 108Q: 3 clusters Score -2.133829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104973 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -21338296.000000 Penalty: 5926.108887
	Iteration 109Q: 3 clusters Score -2.13383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -21338272.000000 Penalty: 5926.108887
	Iteration 110Q: 3 clusters Score -2.133827e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -21338256.000000 Penalty: 5926.108887
	Iteration 111Q: 3 clusters Score -2.133826e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -21338258.000000 Penalty: 5926.108887
	Iteration 112Q: 3 clusters Score -2.133826e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105110 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -21338260.000000 Penalty: 5926.108887
	Iteration 113Q: 3 clusters Score -2.133826e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105141 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -21338250.000000 Penalty: 5926.108887
	Iteration 114Q: 3 clusters Score -2.133825e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -21338242.000000 Penalty: 5926.108887
	Iteration 115Q: 3 clusters Score -2.133824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105195 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -21338242.000000 Penalty: 5926.108887
	Iteration 116Q: 3 clusters Score -2.133824e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -21338246.000000 Penalty: 5926.108887
	Iteration 117Q: 3 clusters Score -2.133825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105244 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -21338240.000000 Penalty: 5926.108887
	Iteration 118Q: 3 clusters Score -2.133824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -21338228.000000 Penalty: 5926.108887
	Iteration 119Q: 3 clusters Score -2.133823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -21338222.000000 Penalty: 5926.108887
	Iteration 120F: 3 clusters Score -2.133822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -21338216.000000 Penalty: 5926.108887
	Iteration 121Q: 3 clusters Score -2.133822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -21338204.000000 Penalty: 5926.108887
	Iteration 122Q: 3 clusters Score -2.13382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105321 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -21338202.000000 Penalty: 5926.108887
	Iteration 123Q: 3 clusters Score -2.13382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -21338204.000000 Penalty: 5926.108887
	Iteration 124Q: 3 clusters Score -2.13382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -21338196.000000 Penalty: 5926.108887
	Iteration 125Q: 3 clusters Score -2.13382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105340 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -21338192.000000 Penalty: 5926.108887
	Iteration 126Q: 3 clusters Score -2.133819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -21338226.000000 Penalty: 5926.108887
	Iteration 127Q: 3 clusters Score -2.133823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105369 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -21338230.000000 Penalty: 5926.108887
	Iteration 128Q: 3 clusters Score -2.133823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105383 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -21338238.000000 Penalty: 5926.108887
	Iteration 129Q: 3 clusters Score -2.133824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -21338240.000000 Penalty: 5926.108887
	Iteration 130Q: 3 clusters Score -2.133824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -21338242.000000 Penalty: 5926.108887
	Iteration 131Q: 3 clusters Score -2.133824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105421 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -21338230.000000 Penalty: 5926.108887
	Iteration 132Q: 3 clusters Score -2.133823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105434 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -21338198.000000 Penalty: 5926.108887
	Iteration 133Q: 3 clusters Score -2.13382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -21338206.000000 Penalty: 5926.108887
	Iteration 134Q: 3 clusters Score -2.133821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105457 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -21338222.000000 Penalty: 5926.108887
	Iteration 135Q: 3 clusters Score -2.133822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105468 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -21338220.000000 Penalty: 5926.108887
	Iteration 136Q: 3 clusters Score -2.133822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105490 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -21338246.000000 Penalty: 5926.108887
	Iteration 137Q: 3 clusters Score -2.133825e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105512 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -21338230.000000 Penalty: 5926.108887
	Iteration 138Q: 3 clusters Score -2.133823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -21338240.000000 Penalty: 5926.108887
	Iteration 139Q: 3 clusters Score -2.133824e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105559 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -21338226.000000 Penalty: 5926.108887
	Iteration 140F: 3 clusters Score -2.133823e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105580 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -21338228.000000 Penalty: 5926.108887
	Iteration 141Q: 3 clusters Score -2.133823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105602 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -21338246.000000 Penalty: 5926.108887
	Iteration 142Q: 3 clusters Score -2.133825e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105625 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -21338250.000000 Penalty: 5926.108887
	Iteration 143Q: 3 clusters Score -2.133825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -21338230.000000 Penalty: 5926.108887
	Iteration 144Q: 3 clusters Score -2.133823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105676 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -21338218.000000 Penalty: 5926.108887
	Iteration 145Q: 3 clusters Score -2.133822e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105707 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -21338206.000000 Penalty: 5926.108887
	Iteration 146Q: 3 clusters Score -2.133821e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105733 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -21338198.000000 Penalty: 5926.108887
	Iteration 147Q: 3 clusters Score -2.13382e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105762 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -21338190.000000 Penalty: 5926.108887
	Iteration 148Q: 3 clusters Score -2.133819e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -21338158.000000 Penalty: 5926.108887
	Iteration 149Q: 3 clusters Score -2.133816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105820 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -21338136.000000 Penalty: 5926.108887
	Iteration 150Q: 3 clusters Score -2.133814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -21338144.000000 Penalty: 5926.108887
	Iteration 151Q: 3 clusters Score -2.133814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -21338128.000000 Penalty: 5926.108887
	Iteration 152Q: 3 clusters Score -2.133813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105888 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -21338136.000000 Penalty: 5926.108887
	Iteration 153Q: 3 clusters Score -2.133814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105897 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -21338130.000000 Penalty: 5926.108887
	Iteration 154Q: 3 clusters Score -2.133813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105909 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -21338144.000000 Penalty: 5926.108887
	Iteration 155Q: 3 clusters Score -2.133814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105918 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -21338146.000000 Penalty: 5926.108887
	Iteration 156Q: 3 clusters Score -2.133815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -21338132.000000 Penalty: 5926.108887
	Iteration 157Q: 3 clusters Score -2.133813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -21338138.000000 Penalty: 5926.108887
	Iteration 158Q: 3 clusters Score -2.133814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105935 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -21338130.000000 Penalty: 5926.108887
	Iteration 159Q: 3 clusters Score -2.133813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -21338134.000000 Penalty: 5926.108887
	Iteration 160F: 3 clusters Score -2.133813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -21338138.000000 Penalty: 5926.108887
	Iteration 161Q: 3 clusters Score -2.133814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105940 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -21338140.000000 Penalty: 5926.108887
	Iteration 162Q: 3 clusters Score -2.133814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -21338140.000000 Penalty: 5926.108887
	Iteration 163Q: 3 clusters Score -2.133814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105943 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -21338134.000000 Penalty: 5926.108887
	Iteration 164Q: 3 clusters Score -2.133813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -21338146.000000 Penalty: 5926.108887
	Iteration 165Q: 3 clusters Score -2.133815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105952 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -21338150.000000 Penalty: 5926.108887
	Iteration 166Q: 3 clusters Score -2.133815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -21338144.000000 Penalty: 5926.108887
	Iteration 167Q: 3 clusters Score -2.133814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105965 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -21338142.000000 Penalty: 5926.108887
	Iteration 168Q: 3 clusters Score -2.133814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105970 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -21338146.000000 Penalty: 5926.108887
	Iteration 169Q: 3 clusters Score -2.133815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105977 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -21338146.000000 Penalty: 5926.108887
	Iteration 170Q: 3 clusters Score -2.133815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105984 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -21338156.000000 Penalty: 5926.108887
	Iteration 171Q: 3 clusters Score -2.133816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -21338150.000000 Penalty: 5926.108887
	Iteration 172Q: 3 clusters Score -2.133815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -21338144.000000 Penalty: 5926.108887
	Iteration 173Q: 3 clusters Score -2.133814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -21338146.000000 Penalty: 5926.108887
	Iteration 174Q: 3 clusters Score -2.133815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -21338124.000000 Penalty: 5926.108887
	Iteration 175Q: 3 clusters Score -2.133812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106025 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -21338140.000000 Penalty: 5926.108887
	Iteration 176Q: 3 clusters Score -2.133814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -21338154.000000 Penalty: 5926.108887
	Iteration 177Q: 3 clusters Score -2.133815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -21338130.000000 Penalty: 5926.108887
	Iteration 178Q: 3 clusters Score -2.133813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106059 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -21338126.000000 Penalty: 5926.108887
	Iteration 179Q: 3 clusters Score -2.133813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -21338148.000000 Penalty: 5926.108887
	Iteration 180F: 3 clusters Score -2.133815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -21338142.000000 Penalty: 5926.108887
	Iteration 181Q: 3 clusters Score -2.133814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -21338140.000000 Penalty: 5926.108887
	Iteration 182Q: 3 clusters Score -2.133814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106066 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -21338140.000000 Penalty: 5926.108887
	Iteration 183Q: 3 clusters Score -2.133814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106066 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -21338140.000000 Penalty: 5926.108887
	Iteration 184F: 3 clusters Score -2.133814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Entering Unmasked Estep 
Score: -4788560.000000 Penalty: 2589.904297
	Iteration 0F: 2 clusters Score -4788560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -4765264.500000 Penalty: 5179.808594
	Iteration 0F: 3 clusters Score -4765264 nChanged 15534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -4773605.000000 Penalty: 5179.808594
	Iteration 1F: 3 clusters Score -4773605 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4774062.000000 Penalty: 5179.808594
	Iteration 2Q: 3 clusters Score -4774062 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -4774538.500000 Penalty: 5179.808594
	Iteration 3Q: 3 clusters Score -4774538 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4775083.500000 Penalty: 5179.808594
	Iteration 4Q: 3 clusters Score -4775084 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4775828.500000 Penalty: 5179.808594
	Iteration 5Q: 3 clusters Score -4775828 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -4776841.500000 Penalty: 5179.808594
	Iteration 6F: 3 clusters Score -4776842 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -4778239.000000 Penalty: 5179.808594
	Iteration 7F: 3 clusters Score -4778239 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4780225.000000 Penalty: 5179.808594
	Iteration 8F: 3 clusters Score -4780225 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -4782231.500000 Penalty: 5179.808594
	Iteration 9F: 3 clusters Score -4782232 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4783849.500000 Penalty: 5179.808594
	Iteration 10Q: 3 clusters Score -4783850 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4784852.000000 Penalty: 5179.808594
	Iteration 11Q: 3 clusters Score -4784852 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4785403.000000 Penalty: 5179.808594
	Iteration 12Q: 3 clusters Score -4785403 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4785651.500000 Penalty: 5179.808594
	Iteration 13Q: 3 clusters Score -4785652 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4785821.500000 Penalty: 5179.808594
	Iteration 14Q: 3 clusters Score -4785822 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4785937.500000 Penalty: 5179.808594
	Iteration 15Q: 3 clusters Score -4785938 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4786000.500000 Penalty: 5179.808594
	Iteration 16Q: 3 clusters Score -4786000 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4786064.500000 Penalty: 5179.808594
	Iteration 17Q: 3 clusters Score -4786064 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4786097.500000 Penalty: 5179.808594
	Iteration 18Q: 3 clusters Score -4786098 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4786125.000000 Penalty: 5179.808594
	Iteration 19Q: 3 clusters Score -4786125 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4786147.000000 Penalty: 5179.808594
	Iteration 20F: 3 clusters Score -4786147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4786170.500000 Penalty: 5179.808594
	Iteration 21Q: 3 clusters Score -4786170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4786181.000000 Penalty: 5179.808594
	Iteration 22Q: 3 clusters Score -4786181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4786207.500000 Penalty: 5179.808594
	Iteration 23Q: 3 clusters Score -4786208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4786217.500000 Penalty: 5179.808594
	Iteration 24Q: 3 clusters Score -4786218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4786231.500000 Penalty: 5179.808594
	Iteration 25Q: 3 clusters Score -4786232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4786240.000000 Penalty: 5179.808594
	Iteration 26Q: 3 clusters Score -4786240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4786248.500000 Penalty: 5179.808594
	Iteration 27Q: 3 clusters Score -4786248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4786266.500000 Penalty: 5179.808594
	Iteration 28Q: 3 clusters Score -4786266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4786265.500000 Penalty: 5179.808594
	Iteration 29Q: 3 clusters Score -4786266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4786275.500000 Penalty: 5179.808594
	Iteration 30Q: 3 clusters Score -4786276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4786286.000000 Penalty: 5179.808594
	Iteration 31Q: 3 clusters Score -4786286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4786300.500000 Penalty: 5179.808594
	Iteration 32Q: 3 clusters Score -4786300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4786300.000000 Penalty: 5179.808594
	Iteration 33Q: 3 clusters Score -4786300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4786304.000000 Penalty: 5179.808594
	Iteration 34Q: 3 clusters Score -4786304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4786312.000000 Penalty: 5179.808594
	Iteration 35Q: 3 clusters Score -4786312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4786320.000000 Penalty: 5179.808594
	Iteration 36Q: 3 clusters Score -4786320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4786329.500000 Penalty: 5179.808594
	Iteration 37Q: 3 clusters Score -4786330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4786332.000000 Penalty: 5179.808594
	Iteration 38Q: 3 clusters Score -4786332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4786343.500000 Penalty: 5179.808594
	Iteration 39Q: 3 clusters Score -4786344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4786349.500000 Penalty: 5179.808594
	Iteration 40F: 3 clusters Score -4786350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4786337.500000 Penalty: 5179.808594
	Iteration 41Q: 3 clusters Score -4786338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4786336.500000 Penalty: 5179.808594
	Iteration 42Q: 3 clusters Score -4786336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4786345.500000 Penalty: 5179.808594
	Iteration 43Q: 3 clusters Score -4786346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4786355.000000 Penalty: 5179.808594
	Iteration 44Q: 3 clusters Score -4786355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4786356.000000 Penalty: 5179.808594
	Iteration 45Q: 3 clusters Score -4786356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4786358.000000 Penalty: 5179.808594
	Iteration 46Q: 3 clusters Score -4786358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4786360.500000 Penalty: 5179.808594
	Iteration 47Q: 3 clusters Score -4786360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4786365.000000 Penalty: 5179.808594
	Iteration 48Q: 3 clusters Score -4786365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4786365.000000 Penalty: 5179.808594
	Iteration 49Q: 3 clusters Score -4786365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4786364.500000 Penalty: 5179.808594
	Iteration 50Q: 3 clusters Score -4786364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4786364.000000 Penalty: 5179.808594
	Iteration 51Q: 3 clusters Score -4786364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4786366.500000 Penalty: 5179.808594
	Iteration 52Q: 3 clusters Score -4786366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4786365.000000 Penalty: 5179.808594
	Iteration 53Q: 3 clusters Score -4786365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4786365.000000 Penalty: 5179.808594
	Iteration 54F: 3 clusters Score -4786365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -180655.796875 Penalty: 1825.621094
	Iteration 0F: 2 clusters Score -180655.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -178592.000000 Penalty: 3651.242188
	Iteration 0F: 3 clusters Score -178592 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -180378.828125 Penalty: 3651.242188
	Iteration 1F: 3 clusters Score -180378.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -181588.859375 Penalty: 3651.242188
	Iteration 2F: 3 clusters Score -181588.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -181970.015625 Penalty: 3651.242188
	Iteration 3F: 3 clusters Score -181970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -182149.703125 Penalty: 3651.242188
	Iteration 4Q: 3 clusters Score -182149.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -182269.328125 Penalty: 3651.242188
	Iteration 5Q: 3 clusters Score -182269.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -182405.875000 Penalty: 3651.242188
	Iteration 6Q: 3 clusters Score -182405.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -182657.765625 Penalty: 3651.242188
	Iteration 7Q: 3 clusters Score -182657.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -183096.343750 Penalty: 3651.242188
	Iteration 8Q: 3 clusters Score -183096.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -183132.875000 Penalty: 3651.242188
	Iteration 9Q: 3 clusters Score -183132.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -183164.250000 Penalty: 3651.242188
	Iteration 10Q: 3 clusters Score -183164.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -183187.234375 Penalty: 3651.242188
	Iteration 11Q: 3 clusters Score -183187.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -183207.265625 Penalty: 3651.242188
	Iteration 12Q: 3 clusters Score -183207.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -183235.703125 Penalty: 3651.242188
	Iteration 13Q: 3 clusters Score -183235.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -183268.406250 Penalty: 3651.242188
	Iteration 14Q: 3 clusters Score -183268.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -183304.984375 Penalty: 3651.242188
	Iteration 15Q: 3 clusters Score -183305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -183360.000000 Penalty: 3651.242188
	Iteration 16Q: 3 clusters Score -183360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -183436.906250 Penalty: 3651.242188
	Iteration 17Q: 3 clusters Score -183436.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -183516.218750 Penalty: 3651.242188
	Iteration 18Q: 3 clusters Score -183516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -183556.515625 Penalty: 3651.242188
	Iteration 19Q: 3 clusters Score -183556.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -183663.093750 Penalty: 3651.242188
	Iteration 20F: 3 clusters Score -183663.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -183901.703125 Penalty: 3651.242188
	Iteration 21Q: 3 clusters Score -183901.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -184149.671875 Penalty: 3651.242188
	Iteration 22Q: 3 clusters Score -184149.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -184456.046875 Penalty: 3651.242188
	Iteration 23Q: 3 clusters Score -184456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -184565.031250 Penalty: 3651.242188
	Iteration 24Q: 3 clusters Score -184565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -184568.406250 Penalty: 3651.242188
	Iteration 25Q: 3 clusters Score -184568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -184570.500000 Penalty: 3651.242188
	Iteration 26Q: 3 clusters Score -184570.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184574.406250 Penalty: 3651.242188
	Iteration 27Q: 3 clusters Score -184574.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184574.406250 Penalty: 3651.242188
	Iteration 28F: 3 clusters Score -184574.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246331 members 
Mstep: Class 2 contains 47117 members 
Mstep: Class 3 contains 58159 members 
Mstep: Class 4 contains 5112 members 
Mstep: Class 5 contains 18397 members 
Mstep: Class 6 contains 777 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 154477 members 
Mstep: Class 10 contains 34309 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1112 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 148935 members 
Mstep: Class 21 contains 118201 members 
Mstep: Class 22 contains 154995 members 
Mstep: Class 23 contains 18362 members 
Entering Unmasked Estep 
Score: -137403904.000000 Penalty: 58305.656250
Splitting cluster 12 changes total score from -137400560.000000 to -137403904.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 13 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -139945.687500 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -139945.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -137973.796875 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -137973.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -138359.140625 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -138359.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -138603.546875 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -138603.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -138928.156250 Penalty: 3478.902100
	Iteration 3F: 3 clusters Score -138928.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139187.375000 Penalty: 3478.902100
	Iteration 4F: 3 clusters Score -139187.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -139453.953125 Penalty: 3478.902100
	Iteration 5F: 3 clusters Score -139454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139585.734375 Penalty: 3478.902100
	Iteration 6F: 3 clusters Score -139585.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139633.250000 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -139633.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -139658.078125 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -139658.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -139673.171875 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -139673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -139683.359375 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -139683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -139687.812500 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -139687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -139688.656250 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -139688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -139690.375000 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -139690.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -139690.375000 Penalty: 3478.902100
	Iteration 14F: 3 clusters Score -139690.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -332178.437500 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -332178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -329384.906250 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -329384.9 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -333233.875000 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -333233.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -336250.593750 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -336250.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -337601.562500 Penalty: 3940.468262
	Iteration 3F: 3 clusters Score -337601.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -339068.750000 Penalty: 3940.468262
	Iteration 4F: 3 clusters Score -339068.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -341278.437500 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -341278.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -342959.562500 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -342959.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -344220.187500 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -344220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -344323.718750 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -344323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -344482.875000 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -344482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -344884.812500 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -344884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -345086.281250 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -345086.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -345086.281250 Penalty: 3940.468262
	Iteration 12F: 3 clusters Score -345086.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246331 members 
Mstep: Class 2 contains 47117 members 
Mstep: Class 3 contains 58159 members 
Mstep: Class 4 contains 5112 members 
Mstep: Class 5 contains 18397 members 
Mstep: Class 6 contains 777 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 154477 members 
Mstep: Class 10 contains 34309 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1112 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 148935 members 
Mstep: Class 21 contains 118201 members 
Mstep: Class 22 contains 154995 members 
Mstep: Class 23 contains 18362 members 
Entering Unmasked Estep 
Score: -137415344.000000 Penalty: 61735.398438
Splitting cluster 14 changes total score from -137400560.000000 to -137415344.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 16 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -392665.218750 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -392665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -389402.718750 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -389402.7 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -390078.906250 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -390078.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -390239.843750 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -390239.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -390334.031250 Penalty: 3980.331787
	Iteration 3Q: 3 clusters Score -390334 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -390403.718750 Penalty: 3980.331787
	Iteration 4Q: 3 clusters Score -390403.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -390452.062500 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -390452.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -390499.781250 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -390499.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -390539.031250 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -390539 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -390578.562500 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -390578.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -390608.406250 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -390608.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -390640.218750 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -390640.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -390667.937500 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -390667.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -390691.343750 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -390691.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -390713.625000 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -390713.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -390732.000000 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -390732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -390746.156250 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -390746.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -390757.531250 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -390757.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -390767.906250 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -390767.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -390782.031250 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -390782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -390795.156250 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -390795.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -390810.625000 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -390810.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -390826.531250 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -390826.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -390838.531250 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -390838.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -390849.156250 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -390849.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -390862.812500 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -390862.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -390868.562500 Penalty: 3980.331787
	Iteration 25Q: 3 clusters Score -390868.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -390873.718750 Penalty: 3980.331787
	Iteration 26Q: 3 clusters Score -390873.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -390879.125000 Penalty: 3980.331787
	Iteration 27Q: 3 clusters Score -390879.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -390883.468750 Penalty: 3980.331787
	Iteration 28Q: 3 clusters Score -390883.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -390887.468750 Penalty: 3980.331787
	Iteration 29Q: 3 clusters Score -390887.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -390890.343750 Penalty: 3980.331787
	Iteration 30Q: 3 clusters Score -390890.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -390894.093750 Penalty: 3980.331787
	Iteration 31Q: 3 clusters Score -390894.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -390897.937500 Penalty: 3980.331787
	Iteration 32Q: 3 clusters Score -390897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -390901.156250 Penalty: 3980.331787
	Iteration 33Q: 3 clusters Score -390901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -390904.625000 Penalty: 3980.331787
	Iteration 34Q: 3 clusters Score -390904.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -390909.750000 Penalty: 3980.331787
	Iteration 35Q: 3 clusters Score -390909.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -390914.500000 Penalty: 3980.331787
	Iteration 36Q: 3 clusters Score -390914.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -390922.531250 Penalty: 3980.331787
	Iteration 37Q: 3 clusters Score -390922.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -390929.281250 Penalty: 3980.331787
	Iteration 38Q: 3 clusters Score -390929.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -390934.250000 Penalty: 3980.331787
	Iteration 39Q: 3 clusters Score -390934.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -390939.093750 Penalty: 3980.331787
	Iteration 40F: 3 clusters Score -390939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -390943.625000 Penalty: 3980.331787
	Iteration 41Q: 3 clusters Score -390943.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -390947.500000 Penalty: 3980.331787
	Iteration 42Q: 3 clusters Score -390947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -390950.000000 Penalty: 3980.331787
	Iteration 43Q: 3 clusters Score -390950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -390952.062500 Penalty: 3980.331787
	Iteration 44Q: 3 clusters Score -390952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -390956.843750 Penalty: 3980.331787
	Iteration 45Q: 3 clusters Score -390956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -390957.937500 Penalty: 3980.331787
	Iteration 46Q: 3 clusters Score -390957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -390960.031250 Penalty: 3980.331787
	Iteration 47Q: 3 clusters Score -390960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -390963.187500 Penalty: 3980.331787
	Iteration 48Q: 3 clusters Score -390963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -390964.593750 Penalty: 3980.331787
	Iteration 49Q: 3 clusters Score -390964.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -390970.562500 Penalty: 3980.331787
	Iteration 50Q: 3 clusters Score -390970.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -390972.593750 Penalty: 3980.331787
	Iteration 51Q: 3 clusters Score -390972.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -390974.031250 Penalty: 3980.331787
	Iteration 52Q: 3 clusters Score -390974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -390974.250000 Penalty: 3980.331787
	Iteration 53Q: 3 clusters Score -390974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -390974.250000 Penalty: 3980.331787
	Iteration 54F: 3 clusters Score -390974.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (148935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148935 members 
Entering Unmasked Estep 
Score: -20508208.000000 Penalty: 2953.993896
	Iteration 0F: 2 clusters Score -2.050821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -20409298.000000 Penalty: 5907.987793
	Iteration 0F: 3 clusters Score -2.04093e+07 nChanged 70947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -20450020.000000 Penalty: 5907.987793
	Iteration 1F: 3 clusters Score -2.045002e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -20451020.000000 Penalty: 5907.987793
	Iteration 2Q: 3 clusters Score -2.045102e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 72247 members 
Entering Unmasked Estep 
Score: -20452252.000000 Penalty: 5907.987793
	Iteration 3Q: 3 clusters Score -2.045225e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -20453972.000000 Penalty: 5907.987793
	Iteration 4Q: 3 clusters Score -2.045397e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -20456494.000000 Penalty: 5907.987793
	Iteration 5Q: 3 clusters Score -2.045649e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -20460322.000000 Penalty: 5907.987793
	Iteration 6Q: 3 clusters Score -2.046032e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -20465644.000000 Penalty: 5907.987793
	Iteration 7F: 3 clusters Score -2.046564e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -20473058.000000 Penalty: 5907.987793
	Iteration 8F: 3 clusters Score -2.047306e+07 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -20481714.000000 Penalty: 5907.987793
	Iteration 9F: 3 clusters Score -2.048171e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -20488430.000000 Penalty: 5907.987793
	Iteration 10F: 3 clusters Score -2.048843e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110376 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -20492082.000000 Penalty: 5907.987793
	Iteration 11Q: 3 clusters Score -2.049208e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113557 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -20494152.000000 Penalty: 5907.987793
	Iteration 12Q: 3 clusters Score -2.049415e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116470 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -20495678.000000 Penalty: 5907.987793
	Iteration 13Q: 3 clusters Score -2.049568e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119216 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -20496988.000000 Penalty: 5907.987793
	Iteration 14Q: 3 clusters Score -2.049699e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122007 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -20498238.000000 Penalty: 5907.987793
	Iteration 15Q: 3 clusters Score -2.049824e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124602 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -20499444.000000 Penalty: 5907.987793
	Iteration 16Q: 3 clusters Score -2.049944e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126997 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -20500494.000000 Penalty: 5907.987793
	Iteration 17Q: 3 clusters Score -2.050049e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129204 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -20501550.000000 Penalty: 5907.987793
	Iteration 18Q: 3 clusters Score -2.050155e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -20502462.000000 Penalty: 5907.987793
	Iteration 19Q: 3 clusters Score -2.050246e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133038 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -20503262.000000 Penalty: 5907.987793
	Iteration 20F: 3 clusters Score -2.050326e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134642 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -20503824.000000 Penalty: 5907.987793
	Iteration 21Q: 3 clusters Score -2.050382e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136069 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -20504360.000000 Penalty: 5907.987793
	Iteration 22Q: 3 clusters Score -2.050436e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137299 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -20504734.000000 Penalty: 5907.987793
	Iteration 23Q: 3 clusters Score -2.050473e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138380 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -20505104.000000 Penalty: 5907.987793
	Iteration 24Q: 3 clusters Score -2.05051e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139353 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -20505342.000000 Penalty: 5907.987793
	Iteration 25Q: 3 clusters Score -2.050534e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140183 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -20505592.000000 Penalty: 5907.987793
	Iteration 26Q: 3 clusters Score -2.050559e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -20505720.000000 Penalty: 5907.987793
	Iteration 27Q: 3 clusters Score -2.050572e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141469 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -20505776.000000 Penalty: 5907.987793
	Iteration 28Q: 3 clusters Score -2.050578e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141980 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -20505872.000000 Penalty: 5907.987793
	Iteration 29Q: 3 clusters Score -2.050587e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142423 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -20505950.000000 Penalty: 5907.987793
	Iteration 30Q: 3 clusters Score -2.050595e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142820 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -20506028.000000 Penalty: 5907.987793
	Iteration 31Q: 3 clusters Score -2.050603e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143189 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -20506180.000000 Penalty: 5907.987793
	Iteration 32Q: 3 clusters Score -2.050618e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143501 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -20506220.000000 Penalty: 5907.987793
	Iteration 33Q: 3 clusters Score -2.050622e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143795 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -20506262.000000 Penalty: 5907.987793
	Iteration 34Q: 3 clusters Score -2.050626e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144061 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -20506300.000000 Penalty: 5907.987793
	Iteration 35Q: 3 clusters Score -2.05063e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144300 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -20506326.000000 Penalty: 5907.987793
	Iteration 36Q: 3 clusters Score -2.050633e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144495 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -20506334.000000 Penalty: 5907.987793
	Iteration 37Q: 3 clusters Score -2.050633e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144668 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -20506386.000000 Penalty: 5907.987793
	Iteration 38Q: 3 clusters Score -2.050639e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -20506442.000000 Penalty: 5907.987793
	Iteration 39Q: 3 clusters Score -2.050644e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144975 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -20506454.000000 Penalty: 5907.987793
	Iteration 40F: 3 clusters Score -2.050645e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145103 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -20506468.000000 Penalty: 5907.987793
	Iteration 41Q: 3 clusters Score -2.050647e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145213 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -20506472.000000 Penalty: 5907.987793
	Iteration 42Q: 3 clusters Score -2.050647e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145320 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -20506482.000000 Penalty: 5907.987793
	Iteration 43Q: 3 clusters Score -2.050648e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145420 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -20506538.000000 Penalty: 5907.987793
	Iteration 44Q: 3 clusters Score -2.050654e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145510 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -20506548.000000 Penalty: 5907.987793
	Iteration 45Q: 3 clusters Score -2.050655e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145583 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -20506554.000000 Penalty: 5907.987793
	Iteration 46Q: 3 clusters Score -2.050655e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145634 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -20506558.000000 Penalty: 5907.987793
	Iteration 47Q: 3 clusters Score -2.050656e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145681 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -20506602.000000 Penalty: 5907.987793
	Iteration 48Q: 3 clusters Score -2.05066e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145725 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -20506594.000000 Penalty: 5907.987793
	Iteration 49Q: 3 clusters Score -2.050659e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145758 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -20506588.000000 Penalty: 5907.987793
	Iteration 50Q: 3 clusters Score -2.050659e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145797 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -20506566.000000 Penalty: 5907.987793
	Iteration 51Q: 3 clusters Score -2.050657e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145827 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -20506592.000000 Penalty: 5907.987793
	Iteration 52Q: 3 clusters Score -2.050659e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145870 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -20506576.000000 Penalty: 5907.987793
	Iteration 53Q: 3 clusters Score -2.050658e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -20506552.000000 Penalty: 5907.987793
	Iteration 54Q: 3 clusters Score -2.050655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145921 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -20506564.000000 Penalty: 5907.987793
	Iteration 55Q: 3 clusters Score -2.050656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145937 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -20506570.000000 Penalty: 5907.987793
	Iteration 56Q: 3 clusters Score -2.050657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145960 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -20506572.000000 Penalty: 5907.987793
	Iteration 57Q: 3 clusters Score -2.050657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145982 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -20506570.000000 Penalty: 5907.987793
	Iteration 58Q: 3 clusters Score -2.050657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145998 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -20506576.000000 Penalty: 5907.987793
	Iteration 59Q: 3 clusters Score -2.050658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146012 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -20506578.000000 Penalty: 5907.987793
	Iteration 60F: 3 clusters Score -2.050658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146021 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -20506568.000000 Penalty: 5907.987793
	Iteration 61Q: 3 clusters Score -2.050657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146030 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -20506556.000000 Penalty: 5907.987793
	Iteration 62Q: 3 clusters Score -2.050656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146035 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -20506548.000000 Penalty: 5907.987793
	Iteration 63Q: 3 clusters Score -2.050655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146041 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -20506556.000000 Penalty: 5907.987793
	Iteration 64Q: 3 clusters Score -2.050656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146046 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -20506542.000000 Penalty: 5907.987793
	Iteration 65Q: 3 clusters Score -2.050654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146049 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -20506546.000000 Penalty: 5907.987793
	Iteration 66Q: 3 clusters Score -2.050655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146054 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -20506552.000000 Penalty: 5907.987793
	Iteration 67Q: 3 clusters Score -2.050655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146057 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -20506546.000000 Penalty: 5907.987793
	Iteration 68Q: 3 clusters Score -2.050655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146061 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -20506548.000000 Penalty: 5907.987793
	Iteration 69Q: 3 clusters Score -2.050655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146063 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -20506550.000000 Penalty: 5907.987793
	Iteration 70Q: 3 clusters Score -2.050655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146065 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -20506548.000000 Penalty: 5907.987793
	Iteration 71Q: 3 clusters Score -2.050655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146067 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -20506552.000000 Penalty: 5907.987793
	Iteration 72Q: 3 clusters Score -2.050655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146068 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -20506560.000000 Penalty: 5907.987793
	Iteration 73Q: 3 clusters Score -2.050656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146069 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -20506562.000000 Penalty: 5907.987793
	Iteration 74Q: 3 clusters Score -2.050656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146072 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -20506552.000000 Penalty: 5907.987793
	Iteration 75Q: 3 clusters Score -2.050655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146077 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -20506558.000000 Penalty: 5907.987793
	Iteration 76Q: 3 clusters Score -2.050656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146086 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -20506578.000000 Penalty: 5907.987793
	Iteration 77Q: 3 clusters Score -2.050658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146096 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -20506570.000000 Penalty: 5907.987793
	Iteration 78Q: 3 clusters Score -2.050657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146102 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -20506580.000000 Penalty: 5907.987793
	Iteration 79Q: 3 clusters Score -2.050658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146109 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -20506578.000000 Penalty: 5907.987793
	Iteration 80F: 3 clusters Score -2.050658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146119 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -20506572.000000 Penalty: 5907.987793
	Iteration 81Q: 3 clusters Score -2.050657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146131 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -20506570.000000 Penalty: 5907.987793
	Iteration 82Q: 3 clusters Score -2.050657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146147 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -20506574.000000 Penalty: 5907.987793
	Iteration 83Q: 3 clusters Score -2.050657e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146163 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -20506552.000000 Penalty: 5907.987793
	Iteration 84Q: 3 clusters Score -2.050655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146174 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -20506550.000000 Penalty: 5907.987793
	Iteration 85Q: 3 clusters Score -2.050655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146176 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -20506542.000000 Penalty: 5907.987793
	Iteration 86Q: 3 clusters Score -2.050654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146179 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -20506546.000000 Penalty: 5907.987793
	Iteration 87Q: 3 clusters Score -2.050655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146180 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -20506556.000000 Penalty: 5907.987793
	Iteration 88Q: 3 clusters Score -2.050656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146182 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -20506562.000000 Penalty: 5907.987793
	Iteration 89Q: 3 clusters Score -2.050656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146184 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -20506562.000000 Penalty: 5907.987793
	Iteration 90Q: 3 clusters Score -2.050656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146184 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -20506562.000000 Penalty: 5907.987793
	Iteration 91F: 3 clusters Score -2.050656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (118201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118201 members 
Entering Unmasked Estep 
Score: -16395085.000000 Penalty: 2896.675049
	Iteration 0F: 2 clusters Score -1.639508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -16315973.000000 Penalty: 5793.350098
	Iteration 0F: 3 clusters Score -1.631597e+07 nChanged 56123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -16348130.000000 Penalty: 5793.350098
	Iteration 1F: 3 clusters Score -1.634813e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -16349114.000000 Penalty: 5793.350098
	Iteration 2Q: 3 clusters Score -1.634911e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -16350192.000000 Penalty: 5793.350098
	Iteration 3Q: 3 clusters Score -1.635019e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -16351523.000000 Penalty: 5793.350098
	Iteration 4Q: 3 clusters Score -1.635152e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -16353158.000000 Penalty: 5793.350098
	Iteration 5Q: 3 clusters Score -1.635316e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -16355386.000000 Penalty: 5793.350098
	Iteration 6Q: 3 clusters Score -1.635539e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -16358487.000000 Penalty: 5793.350098
	Iteration 7F: 3 clusters Score -1.635849e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -16362752.000000 Penalty: 5793.350098
	Iteration 8F: 3 clusters Score -1.636275e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84651 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -16368299.000000 Penalty: 5793.350098
	Iteration 9F: 3 clusters Score -1.63683e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -16374150.000000 Penalty: 5793.350098
	Iteration 10F: 3 clusters Score -1.637415e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -16379215.000000 Penalty: 5793.350098
	Iteration 11Q: 3 clusters Score -1.637922e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98367 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -16382513.000000 Penalty: 5793.350098
	Iteration 12Q: 3 clusters Score -1.638251e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100796 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -16384336.000000 Penalty: 5793.350098
	Iteration 13Q: 3 clusters Score -1.638434e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -16385573.000000 Penalty: 5793.350098
	Iteration 14Q: 3 clusters Score -1.638557e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -16386448.000000 Penalty: 5793.350098
	Iteration 15Q: 3 clusters Score -1.638645e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106409 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -16387369.000000 Penalty: 5793.350098
	Iteration 16Q: 3 clusters Score -1.638737e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -16388112.000000 Penalty: 5793.350098
	Iteration 17Q: 3 clusters Score -1.638811e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109406 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -16388859.000000 Penalty: 5793.350098
	Iteration 18Q: 3 clusters Score -1.638886e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110670 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -16389408.000000 Penalty: 5793.350098
	Iteration 19Q: 3 clusters Score -1.638941e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111744 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -16389973.000000 Penalty: 5793.350098
	Iteration 20F: 3 clusters Score -1.638997e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112674 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -16390431.000000 Penalty: 5793.350098
	Iteration 21Q: 3 clusters Score -1.639043e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113506 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -16390907.000000 Penalty: 5793.350098
	Iteration 22Q: 3 clusters Score -1.639091e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114221 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -16391305.000000 Penalty: 5793.350098
	Iteration 23Q: 3 clusters Score -1.63913e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114819 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -16391534.000000 Penalty: 5793.350098
	Iteration 24Q: 3 clusters Score -1.639153e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -16391790.000000 Penalty: 5793.350098
	Iteration 25Q: 3 clusters Score -1.639179e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115728 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -16391973.000000 Penalty: 5793.350098
	Iteration 26Q: 3 clusters Score -1.639197e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116024 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -16392143.000000 Penalty: 5793.350098
	Iteration 27Q: 3 clusters Score -1.639214e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116258 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -16392225.000000 Penalty: 5793.350098
	Iteration 28Q: 3 clusters Score -1.639222e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116437 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -16392300.000000 Penalty: 5793.350098
	Iteration 29Q: 3 clusters Score -1.63923e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116575 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -16392349.000000 Penalty: 5793.350098
	Iteration 30Q: 3 clusters Score -1.639235e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116675 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -16392384.000000 Penalty: 5793.350098
	Iteration 31Q: 3 clusters Score -1.639238e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116740 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -16392419.000000 Penalty: 5793.350098
	Iteration 32Q: 3 clusters Score -1.639242e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116798 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -16392457.000000 Penalty: 5793.350098
	Iteration 33Q: 3 clusters Score -1.639246e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116850 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16392493.000000 Penalty: 5793.350098
	Iteration 34Q: 3 clusters Score -1.639249e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116892 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -16392540.000000 Penalty: 5793.350098
	Iteration 35Q: 3 clusters Score -1.639254e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116931 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -16392539.000000 Penalty: 5793.350098
	Iteration 36Q: 3 clusters Score -1.639254e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116970 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -16392565.000000 Penalty: 5793.350098
	Iteration 37Q: 3 clusters Score -1.639256e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117001 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -16392600.000000 Penalty: 5793.350098
	Iteration 38Q: 3 clusters Score -1.63926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117022 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -16392612.000000 Penalty: 5793.350098
	Iteration 39Q: 3 clusters Score -1.639261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117035 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -16392619.000000 Penalty: 5793.350098
	Iteration 40F: 3 clusters Score -1.639262e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117051 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -16392631.000000 Penalty: 5793.350098
	Iteration 41Q: 3 clusters Score -1.639263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117057 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -16392649.000000 Penalty: 5793.350098
	Iteration 42Q: 3 clusters Score -1.639265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117078 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -16392665.000000 Penalty: 5793.350098
	Iteration 43Q: 3 clusters Score -1.639266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117097 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -16392651.000000 Penalty: 5793.350098
	Iteration 44Q: 3 clusters Score -1.639265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117111 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -16392660.000000 Penalty: 5793.350098
	Iteration 45Q: 3 clusters Score -1.639266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117126 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -16392659.000000 Penalty: 5793.350098
	Iteration 46Q: 3 clusters Score -1.639266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117137 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -16392668.000000 Penalty: 5793.350098
	Iteration 47Q: 3 clusters Score -1.639267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117146 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -16392671.000000 Penalty: 5793.350098
	Iteration 48Q: 3 clusters Score -1.639267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117153 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16392677.000000 Penalty: 5793.350098
	Iteration 49Q: 3 clusters Score -1.639268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117153 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16392696.000000 Penalty: 5793.350098
	Iteration 50Q: 3 clusters Score -1.63927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117157 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -16392698.000000 Penalty: 5793.350098
	Iteration 51Q: 3 clusters Score -1.63927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117161 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16392687.000000 Penalty: 5793.350098
	Iteration 52Q: 3 clusters Score -1.639269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16392703.000000 Penalty: 5793.350098
	Iteration 53Q: 3 clusters Score -1.63927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117169 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -16392706.000000 Penalty: 5793.350098
	Iteration 54Q: 3 clusters Score -1.639271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117173 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -16392713.000000 Penalty: 5793.350098
	Iteration 55Q: 3 clusters Score -1.639271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117177 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16392713.000000 Penalty: 5793.350098
	Iteration 56Q: 3 clusters Score -1.639271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117179 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -16392716.000000 Penalty: 5793.350098
	Iteration 57Q: 3 clusters Score -1.639272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117182 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -16392719.000000 Penalty: 5793.350098
	Iteration 58Q: 3 clusters Score -1.639272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117182 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -16392710.000000 Penalty: 5793.350098
	Iteration 59Q: 3 clusters Score -1.639271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117183 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -16392715.000000 Penalty: 5793.350098
	Iteration 60F: 3 clusters Score -1.639272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -16392711.000000 Penalty: 5793.350098
	Iteration 61Q: 3 clusters Score -1.639271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117186 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16392709.000000 Penalty: 5793.350098
	Iteration 62Q: 3 clusters Score -1.639271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117186 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16392718.000000 Penalty: 5793.350098
	Iteration 63Q: 3 clusters Score -1.639272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117186 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16392727.000000 Penalty: 5793.350098
	Iteration 64Q: 3 clusters Score -1.639273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -16392728.000000 Penalty: 5793.350098
	Iteration 65Q: 3 clusters Score -1.639273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -16392728.000000 Penalty: 5793.350098
	Iteration 66Q: 3 clusters Score -1.639273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -16392728.000000 Penalty: 5793.350098
	Iteration 67F: 3 clusters Score -1.639273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (154995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154995 members 
Entering Unmasked Estep 
Score: -21341160.000000 Penalty: 2963.884766
	Iteration 0F: 2 clusters Score -2.134116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -21238202.000000 Penalty: 5927.769531
	Iteration 0F: 3 clusters Score -2.12382e+07 nChanged 74146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -21283272.000000 Penalty: 5927.769531
	Iteration 1F: 3 clusters Score -2.128327e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
Score: -21285916.000000 Penalty: 5927.769531
	Iteration 2Q: 3 clusters Score -2.128592e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62383 members 
Mstep: Class 2 contains 92612 members 
Entering Unmasked Estep 
Score: -21290128.000000 Penalty: 5927.769531
	Iteration 3F: 3 clusters Score -2.129013e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 99902 members 
Entering Unmasked Estep 
Score: -21296730.000000 Penalty: 5927.769531
	Iteration 4F: 3 clusters Score -2.129673e+07 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 108750 members 
Entering Unmasked Estep 
Score: -21305646.000000 Penalty: 5927.769531
	Iteration 5F: 3 clusters Score -2.130565e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 117600 members 
Entering Unmasked Estep 
Score: -21315782.000000 Penalty: 5927.769531
	Iteration 6F: 3 clusters Score -2.131578e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
Score: -21324392.000000 Penalty: 5927.769531
	Iteration 7F: 3 clusters Score -2.132439e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 128269 members 
Entering Unmasked Estep 
Score: -21329248.000000 Penalty: 5927.769531
	Iteration 8Q: 3 clusters Score -2.132925e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 130953 members 
Entering Unmasked Estep 
Score: -21331308.000000 Penalty: 5927.769531
	Iteration 9Q: 3 clusters Score -2.133131e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 133079 members 
Entering Unmasked Estep 
Score: -21332662.000000 Penalty: 5927.769531
	Iteration 10Q: 3 clusters Score -2.133266e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 134856 members 
Entering Unmasked Estep 
Score: -21333754.000000 Penalty: 5927.769531
	Iteration 11Q: 3 clusters Score -2.133375e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 136289 members 
Entering Unmasked Estep 
Score: -21334586.000000 Penalty: 5927.769531
	Iteration 12Q: 3 clusters Score -2.133459e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 137459 members 
Entering Unmasked Estep 
Score: -21335206.000000 Penalty: 5927.769531
	Iteration 13Q: 3 clusters Score -2.133521e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 138484 members 
Entering Unmasked Estep 
Score: -21335756.000000 Penalty: 5927.769531
	Iteration 14Q: 3 clusters Score -2.133576e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 139406 members 
Entering Unmasked Estep 
Score: -21336166.000000 Penalty: 5927.769531
	Iteration 15Q: 3 clusters Score -2.133617e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 140228 members 
Entering Unmasked Estep 
Score: -21336564.000000 Penalty: 5927.769531
	Iteration 16Q: 3 clusters Score -2.133656e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 140953 members 
Entering Unmasked Estep 
Score: -21336868.000000 Penalty: 5927.769531
	Iteration 17Q: 3 clusters Score -2.133687e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 141586 members 
Entering Unmasked Estep 
Score: -21337096.000000 Penalty: 5927.769531
	Iteration 18Q: 3 clusters Score -2.13371e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 142125 members 
Entering Unmasked Estep 
Score: -21337356.000000 Penalty: 5927.769531
	Iteration 19Q: 3 clusters Score -2.133736e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 142616 members 
Entering Unmasked Estep 
Score: -21337518.000000 Penalty: 5927.769531
	Iteration 20F: 3 clusters Score -2.133752e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 143085 members 
Entering Unmasked Estep 
Score: -21337606.000000 Penalty: 5927.769531
	Iteration 21Q: 3 clusters Score -2.133761e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 143479 members 
Entering Unmasked Estep 
Score: -21337700.000000 Penalty: 5927.769531
	Iteration 22Q: 3 clusters Score -2.13377e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 143838 members 
Entering Unmasked Estep 
Score: -21337774.000000 Penalty: 5927.769531
	Iteration 23Q: 3 clusters Score -2.133777e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 144169 members 
Entering Unmasked Estep 
Score: -21337844.000000 Penalty: 5927.769531
	Iteration 24Q: 3 clusters Score -2.133784e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 144464 members 
Entering Unmasked Estep 
Score: -21337888.000000 Penalty: 5927.769531
	Iteration 25Q: 3 clusters Score -2.133789e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 144738 members 
Entering Unmasked Estep 
Score: -21337928.000000 Penalty: 5927.769531
	Iteration 26Q: 3 clusters Score -2.133793e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 145005 members 
Entering Unmasked Estep 
Score: -21337946.000000 Penalty: 5927.769531
	Iteration 27Q: 3 clusters Score -2.133795e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 145259 members 
Entering Unmasked Estep 
Score: -21337980.000000 Penalty: 5927.769531
	Iteration 28Q: 3 clusters Score -2.133798e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 145462 members 
Entering Unmasked Estep 
Score: -21338042.000000 Penalty: 5927.769531
	Iteration 29Q: 3 clusters Score -2.133804e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 145642 members 
Entering Unmasked Estep 
Score: -21338040.000000 Penalty: 5927.769531
	Iteration 30Q: 3 clusters Score -2.133804e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 145822 members 
Entering Unmasked Estep 
Score: -21338060.000000 Penalty: 5927.769531
	Iteration 31Q: 3 clusters Score -2.133806e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 145979 members 
Entering Unmasked Estep 
Score: -21338104.000000 Penalty: 5927.769531
	Iteration 32Q: 3 clusters Score -2.13381e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 146127 members 
Entering Unmasked Estep 
Score: -21338120.000000 Penalty: 5927.769531
	Iteration 33Q: 3 clusters Score -2.133812e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 146276 members 
Entering Unmasked Estep 
Score: -21338140.000000 Penalty: 5927.769531
	Iteration 34Q: 3 clusters Score -2.133814e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 146397 members 
Entering Unmasked Estep 
Score: -21338124.000000 Penalty: 5927.769531
	Iteration 35Q: 3 clusters Score -2.133812e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 146518 members 
Entering Unmasked Estep 
Score: -21338184.000000 Penalty: 5927.769531
	Iteration 36Q: 3 clusters Score -2.133818e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 146622 members 
Entering Unmasked Estep 
Score: -21338210.000000 Penalty: 5927.769531
	Iteration 37Q: 3 clusters Score -2.133821e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 146735 members 
Entering Unmasked Estep 
Score: -21338244.000000 Penalty: 5927.769531
	Iteration 38Q: 3 clusters Score -2.133824e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 146829 members 
Entering Unmasked Estep 
Score: -21338248.000000 Penalty: 5927.769531
	Iteration 39Q: 3 clusters Score -2.133825e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 146922 members 
Entering Unmasked Estep 
Score: -21338262.000000 Penalty: 5927.769531
	Iteration 40F: 3 clusters Score -2.133826e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 147001 members 
Entering Unmasked Estep 
Score: -21338284.000000 Penalty: 5927.769531
	Iteration 41Q: 3 clusters Score -2.133828e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 147075 members 
Entering Unmasked Estep 
Score: -21338296.000000 Penalty: 5927.769531
	Iteration 42Q: 3 clusters Score -2.13383e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 147144 members 
Entering Unmasked Estep 
Score: -21338298.000000 Penalty: 5927.769531
	Iteration 43Q: 3 clusters Score -2.13383e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 147197 members 
Entering Unmasked Estep 
Score: -21338294.000000 Penalty: 5927.769531
	Iteration 44Q: 3 clusters Score -2.133829e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 147253 members 
Entering Unmasked Estep 
Score: -21338288.000000 Penalty: 5927.769531
	Iteration 45Q: 3 clusters Score -2.133829e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -21338342.000000 Penalty: 5927.769531
	Iteration 46Q: 3 clusters Score -2.133834e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -21338348.000000 Penalty: 5927.769531
	Iteration 47Q: 3 clusters Score -2.133835e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 147416 members 
Entering Unmasked Estep 
Score: -21338356.000000 Penalty: 5927.769531
	Iteration 48Q: 3 clusters Score -2.133836e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 147472 members 
Entering Unmasked Estep 
Score: -21338382.000000 Penalty: 5927.769531
	Iteration 49Q: 3 clusters Score -2.133838e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 147531 members 
Entering Unmasked Estep 
Score: -21338370.000000 Penalty: 5927.769531
	Iteration 50Q: 3 clusters Score -2.133837e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 147587 members 
Entering Unmasked Estep 
Score: -21338398.000000 Penalty: 5927.769531
	Iteration 51Q: 3 clusters Score -2.13384e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 147640 members 
Entering Unmasked Estep 
Score: -21338370.000000 Penalty: 5927.769531
	Iteration 52Q: 3 clusters Score -2.133837e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 147690 members 
Entering Unmasked Estep 
Score: -21338388.000000 Penalty: 5927.769531
	Iteration 53Q: 3 clusters Score -2.133839e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 147744 members 
Entering Unmasked Estep 
Score: -21338376.000000 Penalty: 5927.769531
	Iteration 54Q: 3 clusters Score -2.133838e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 147797 members 
Entering Unmasked Estep 
Score: -21338398.000000 Penalty: 5927.769531
	Iteration 55Q: 3 clusters Score -2.13384e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 147832 members 
Entering Unmasked Estep 
Score: -21338402.000000 Penalty: 5927.769531
	Iteration 56Q: 3 clusters Score -2.13384e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 147870 members 
Entering Unmasked Estep 
Score: -21338434.000000 Penalty: 5927.769531
	Iteration 57Q: 3 clusters Score -2.133843e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 147907 members 
Entering Unmasked Estep 
Score: -21338444.000000 Penalty: 5927.769531
	Iteration 58Q: 3 clusters Score -2.133844e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 147945 members 
Entering Unmasked Estep 
Score: -21338456.000000 Penalty: 5927.769531
	Iteration 59Q: 3 clusters Score -2.133846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 147967 members 
Entering Unmasked Estep 
Score: -21338448.000000 Penalty: 5927.769531
	Iteration 60F: 3 clusters Score -2.133845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 147983 members 
Entering Unmasked Estep 
Score: -21338462.000000 Penalty: 5927.769531
	Iteration 61Q: 3 clusters Score -2.133846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 148000 members 
Entering Unmasked Estep 
Score: -21338440.000000 Penalty: 5927.769531
	Iteration 62Q: 3 clusters Score -2.133844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 148024 members 
Entering Unmasked Estep 
Score: -21338444.000000 Penalty: 5927.769531
	Iteration 63Q: 3 clusters Score -2.133844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 148045 members 
Entering Unmasked Estep 
Score: -21338456.000000 Penalty: 5927.769531
	Iteration 64Q: 3 clusters Score -2.133846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 148068 members 
Entering Unmasked Estep 
Score: -21338470.000000 Penalty: 5927.769531
	Iteration 65Q: 3 clusters Score -2.133847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -21338480.000000 Penalty: 5927.769531
	Iteration 66Q: 3 clusters Score -2.133848e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 148114 members 
Entering Unmasked Estep 
Score: -21338472.000000 Penalty: 5927.769531
	Iteration 67Q: 3 clusters Score -2.133847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 148138 members 
Entering Unmasked Estep 
Score: -21338450.000000 Penalty: 5927.769531
	Iteration 68Q: 3 clusters Score -2.133845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 148163 members 
Entering Unmasked Estep 
Score: -21338470.000000 Penalty: 5927.769531
	Iteration 69Q: 3 clusters Score -2.133847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 148190 members 
Entering Unmasked Estep 
Score: -21338460.000000 Penalty: 5927.769531
	Iteration 70Q: 3 clusters Score -2.133846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 148215 members 
Entering Unmasked Estep 
Score: -21338446.000000 Penalty: 5927.769531
	Iteration 71Q: 3 clusters Score -2.133845e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 148252 members 
Entering Unmasked Estep 
Score: -21338478.000000 Penalty: 5927.769531
	Iteration 72Q: 3 clusters Score -2.133848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 148272 members 
Entering Unmasked Estep 
Score: -21338494.000000 Penalty: 5927.769531
	Iteration 73Q: 3 clusters Score -2.133849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -21338488.000000 Penalty: 5927.769531
	Iteration 74Q: 3 clusters Score -2.133849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 148306 members 
Entering Unmasked Estep 
Score: -21338482.000000 Penalty: 5927.769531
	Iteration 75Q: 3 clusters Score -2.133848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 148319 members 
Entering Unmasked Estep 
Score: -21338478.000000 Penalty: 5927.769531
	Iteration 76Q: 3 clusters Score -2.133848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 148327 members 
Entering Unmasked Estep 
Score: -21338482.000000 Penalty: 5927.769531
	Iteration 77Q: 3 clusters Score -2.133848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 148339 members 
Entering Unmasked Estep 
Score: -21338484.000000 Penalty: 5927.769531
	Iteration 78Q: 3 clusters Score -2.133848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 148348 members 
Entering Unmasked Estep 
Score: -21338494.000000 Penalty: 5927.769531
	Iteration 79Q: 3 clusters Score -2.133849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 148356 members 
Entering Unmasked Estep 
Score: -21338476.000000 Penalty: 5927.769531
	Iteration 80F: 3 clusters Score -2.133848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 148364 members 
Entering Unmasked Estep 
Score: -21338484.000000 Penalty: 5927.769531
	Iteration 81Q: 3 clusters Score -2.133848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 148374 members 
Entering Unmasked Estep 
Score: -21338488.000000 Penalty: 5927.769531
	Iteration 82Q: 3 clusters Score -2.133849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 148380 members 
Entering Unmasked Estep 
Score: -21338474.000000 Penalty: 5927.769531
	Iteration 83Q: 3 clusters Score -2.133847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 148385 members 
Entering Unmasked Estep 
Score: -21338474.000000 Penalty: 5927.769531
	Iteration 84Q: 3 clusters Score -2.133847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 148389 members 
Entering Unmasked Estep 
Score: -21338470.000000 Penalty: 5927.769531
	Iteration 85Q: 3 clusters Score -2.133847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 148392 members 
Entering Unmasked Estep 
Score: -21338494.000000 Penalty: 5927.769531
	Iteration 86Q: 3 clusters Score -2.133849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 148393 members 
Entering Unmasked Estep 
Score: -21338486.000000 Penalty: 5927.769531
	Iteration 87Q: 3 clusters Score -2.133849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 148393 members 
Entering Unmasked Estep 
Score: -21338486.000000 Penalty: 5927.769531
	Iteration 88F: 3 clusters Score -2.133849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Entering Unmasked Estep 
Score: -2495879.250000 Penalty: 2434.873535
	Iteration 0F: 2 clusters Score -2495879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2482885.500000 Penalty: 4869.747070
	Iteration 0F: 3 clusters Score -2482886 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2487150.500000 Penalty: 4869.747070
	Iteration 1F: 3 clusters Score -2487150 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2487512.250000 Penalty: 4869.747070
	Iteration 2F: 3 clusters Score -2487512 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2487780.000000 Penalty: 4869.747070
	Iteration 3Q: 3 clusters Score -2487780 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2487976.000000 Penalty: 4869.747070
	Iteration 4Q: 3 clusters Score -2487976 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2488174.750000 Penalty: 4869.747070
	Iteration 5Q: 3 clusters Score -2488175 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2488399.750000 Penalty: 4869.747070
	Iteration 6Q: 3 clusters Score -2488400 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2488702.750000 Penalty: 4869.747070
	Iteration 7Q: 3 clusters Score -2488703 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2489074.000000 Penalty: 4869.747070
	Iteration 8Q: 3 clusters Score -2489074 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2489575.500000 Penalty: 4869.747070
	Iteration 9Q: 3 clusters Score -2489576 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2490265.500000 Penalty: 4869.747070
	Iteration 10Q: 3 clusters Score -2490266 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2491058.500000 Penalty: 4869.747070
	Iteration 11F: 3 clusters Score -2491058 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2491837.750000 Penalty: 4869.747070
	Iteration 12F: 3 clusters Score -2491838 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2492423.250000 Penalty: 4869.747070
	Iteration 13Q: 3 clusters Score -2492423 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2492848.000000 Penalty: 4869.747070
	Iteration 14Q: 3 clusters Score -2492848 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2493113.750000 Penalty: 4869.747070
	Iteration 15Q: 3 clusters Score -2493114 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2493305.250000 Penalty: 4869.747070
	Iteration 16Q: 3 clusters Score -2493305 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2493436.750000 Penalty: 4869.747070
	Iteration 17Q: 3 clusters Score -2493437 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2493511.250000 Penalty: 4869.747070
	Iteration 18Q: 3 clusters Score -2493511 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2493574.500000 Penalty: 4869.747070
	Iteration 19Q: 3 clusters Score -2493574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2493627.000000 Penalty: 4869.747070
	Iteration 20F: 3 clusters Score -2493627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2493659.000000 Penalty: 4869.747070
	Iteration 21Q: 3 clusters Score -2493659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2493673.250000 Penalty: 4869.747070
	Iteration 22Q: 3 clusters Score -2493673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2493691.000000 Penalty: 4869.747070
	Iteration 23Q: 3 clusters Score -2493691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2493706.750000 Penalty: 4869.747070
	Iteration 24Q: 3 clusters Score -2493707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2493726.750000 Penalty: 4869.747070
	Iteration 25Q: 3 clusters Score -2493727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2493748.500000 Penalty: 4869.747070
	Iteration 26Q: 3 clusters Score -2493748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2493756.500000 Penalty: 4869.747070
	Iteration 27Q: 3 clusters Score -2493756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2493768.500000 Penalty: 4869.747070
	Iteration 28Q: 3 clusters Score -2493768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2493780.750000 Penalty: 4869.747070
	Iteration 29Q: 3 clusters Score -2493781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2493783.750000 Penalty: 4869.747070
	Iteration 30Q: 3 clusters Score -2493784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2493791.000000 Penalty: 4869.747070
	Iteration 31Q: 3 clusters Score -2493791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2493798.500000 Penalty: 4869.747070
	Iteration 32Q: 3 clusters Score -2493798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2493800.750000 Penalty: 4869.747070
	Iteration 33Q: 3 clusters Score -2493801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2493804.750000 Penalty: 4869.747070
	Iteration 34Q: 3 clusters Score -2493805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2493807.250000 Penalty: 4869.747070
	Iteration 35Q: 3 clusters Score -2493807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2493811.000000 Penalty: 4869.747070
	Iteration 36Q: 3 clusters Score -2493811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2493812.000000 Penalty: 4869.747070
	Iteration 37Q: 3 clusters Score -2493812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2493809.500000 Penalty: 4869.747070
	Iteration 38Q: 3 clusters Score -2493810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2493811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2493813.000000 Penalty: 4869.747070
	Iteration 40F: 3 clusters Score -2493813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2493818.500000 Penalty: 4869.747070
	Iteration 41Q: 3 clusters Score -2493818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2493816.750000 Penalty: 4869.747070
	Iteration 42Q: 3 clusters Score -2493817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2493816.750000 Penalty: 4869.747070
	Iteration 43F: 3 clusters Score -2493817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246331 members 
Mstep: Class 2 contains 47117 members 
Mstep: Class 3 contains 58159 members 
Mstep: Class 4 contains 5112 members 
Mstep: Class 5 contains 18397 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 154477 members 
Mstep: Class 10 contains 34309 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1112 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 148935 members 
Mstep: Class 21 contains 118201 members 
Mstep: Class 22 contains 154995 members 
Mstep: Class 23 contains 18362 members 
Entering Unmasked Estep 
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Iteration 39Q: 19 clusters Score -1.374168e+08 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 244134 members 
Mstep: Class 2 contains 47171 members 
Mstep: Class 3 contains 55715 members 
Mstep: Class 4 contains 5204 members 
Mstep: Class 5 contains 18313 members 
Mstep: Class 6 contains 777 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 153918 members 
Mstep: Class 10 contains 34764 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1114 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 3041 members 
Mstep: Class 17 contains 150498 members 
Mstep: Class 21 contains 116699 members 
Mstep: Class 22 contains 159767 members 
Mstep: Class 23 contains 18226 members 
Entering Unmasked Estep 
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Iteration 40F: 19 clusters Score -1.374192e+08 nChanged 14735
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 242065 members 
Mstep: Class 2 contains 47229 members 
Mstep: Class 3 contains 53026 members 
Mstep: Class 4 contains 5301 members 
Mstep: Class 5 contains 18331 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 153348 members 
Mstep: Class 10 contains 35643 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 3014 members 
Mstep: Class 17 contains 151827 members 
Mstep: Class 21 contains 114784 members 
Mstep: Class 22 contains 164790 members 
Mstep: Class 23 contains 18085 members 
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Iteration 41Q: 19 clusters Score -1.374215e+08 nChanged 15173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 240213 members 
Mstep: Class 2 contains 47293 members 
Mstep: Class 3 contains 50213 members 
Mstep: Class 4 contains 5422 members 
Mstep: Class 5 contains 18379 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 152977 members 
Mstep: Class 10 contains 36344 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 153322 members 
Mstep: Class 21 contains 112762 members 
Mstep: Class 22 contains 169522 members 
Mstep: Class 23 contains 17999 members 
Entering Unmasked Estep 
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Iteration 42Q: 19 clusters Score -1.374223e+08 nChanged 14908
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 238508 members 
Mstep: Class 2 contains 47333 members 
Mstep: Class 3 contains 47371 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 18465 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 152810 members 
Mstep: Class 10 contains 36955 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2981 members 
Mstep: Class 17 contains 155000 members 
Mstep: Class 21 contains 110750 members 
Mstep: Class 22 contains 173812 members 
Mstep: Class 23 contains 17919 members 
Entering Unmasked Estep 
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Iteration 43Q: 19 clusters Score -1.374237e+08 nChanged 14698
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 236928 members 
Mstep: Class 2 contains 47361 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 5677 members 
Mstep: Class 5 contains 18611 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 152744 members 
Mstep: Class 10 contains 37448 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2976 members 
Mstep: Class 17 contains 156874 members 
Mstep: Class 21 contains 108940 members 
Mstep: Class 22 contains 177520 members 
Mstep: Class 23 contains 17869 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -1.374254e+08 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 235596 members 
Mstep: Class 2 contains 47386 members 
Mstep: Class 3 contains 41516 members 
Mstep: Class 4 contains 5809 members 
Mstep: Class 5 contains 18726 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 152944 members 
Mstep: Class 10 contains 37807 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2968 members 
Mstep: Class 17 contains 159054 members 
Mstep: Class 21 contains 107285 members 
Mstep: Class 22 contains 180509 members 
Mstep: Class 23 contains 17845 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -1.374269e+08 nChanged 14152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234667 members 
Mstep: Class 2 contains 47397 members 
Mstep: Class 3 contains 38676 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 18849 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 153267 members 
Mstep: Class 10 contains 38060 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2964 members 
Mstep: Class 17 contains 161512 members 
Mstep: Class 21 contains 105732 members 
Mstep: Class 22 contains 182530 members 
Mstep: Class 23 contains 17853 members 
Entering Unmasked Estep 
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Iteration 46Q: 19 clusters Score -1.374274e+08 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233951 members 
Mstep: Class 2 contains 47396 members 
Mstep: Class 3 contains 35962 members 
Mstep: Class 4 contains 6045 members 
Mstep: Class 5 contains 18927 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 153639 members 
Mstep: Class 10 contains 38286 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2957 members 
Mstep: Class 17 contains 164388 members 
Mstep: Class 21 contains 104329 members 
Mstep: Class 22 contains 183671 members 
Mstep: Class 23 contains 17898 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -1.374288e+08 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233557 members 
Mstep: Class 2 contains 47426 members 
Mstep: Class 3 contains 33495 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 18972 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 154046 members 
Mstep: Class 10 contains 38485 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1110 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2941 members 
Mstep: Class 17 contains 167450 members 
Mstep: Class 21 contains 103104 members 
Mstep: Class 22 contains 183866 members 
Mstep: Class 23 contains 17953 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -1.374296e+08 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233326 members 
Mstep: Class 2 contains 47453 members 
Mstep: Class 3 contains 31177 members 
Mstep: Class 4 contains 6284 members 
Mstep: Class 5 contains 18930 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 154587 members 
Mstep: Class 10 contains 38690 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1108 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 21 contains 101896 members 
Mstep: Class 22 contains 183316 members 
Mstep: Class 23 contains 17973 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -1.374309e+08 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233407 members 
Mstep: Class 2 contains 47482 members 
Mstep: Class 3 contains 29087 members 
Mstep: Class 4 contains 6388 members 
Mstep: Class 5 contains 18819 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 155101 members 
Mstep: Class 10 contains 38916 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1114 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 174690 members 
Mstep: Class 21 contains 100697 members 
Mstep: Class 22 contains 181964 members 
Mstep: Class 23 contains 17963 members 
Entering Unmasked Estep 
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Iteration 50Q: 19 clusters Score -1.374315e+08 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233587 members 
Mstep: Class 2 contains 47551 members 
Mstep: Class 3 contains 27203 members 
Mstep: Class 4 contains 6485 members 
Mstep: Class 5 contains 18650 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 155691 members 
Mstep: Class 10 contains 39157 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 178598 members 
Mstep: Class 21 contains 99617 members 
Mstep: Class 22 contains 179996 members 
Mstep: Class 23 contains 17980 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -1.374319e+08 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233867 members 
Mstep: Class 2 contains 47638 members 
Mstep: Class 3 contains 25588 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 18387 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 156315 members 
Mstep: Class 10 contains 39367 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 182398 members 
Mstep: Class 21 contains 98600 members 
Mstep: Class 22 contains 177747 members 
Mstep: Class 23 contains 18035 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -1.374323e+08 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234290 members 
Mstep: Class 2 contains 47718 members 
Mstep: Class 3 contains 24155 members 
Mstep: Class 4 contains 6675 members 
Mstep: Class 5 contains 18091 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 156975 members 
Mstep: Class 10 contains 39553 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2932 members 
Mstep: Class 17 contains 186070 members 
Mstep: Class 21 contains 97686 members 
Mstep: Class 22 contains 175211 members 
Mstep: Class 23 contains 18088 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -1.374324e+08 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234735 members 
Mstep: Class 2 contains 47794 members 
Mstep: Class 3 contains 22882 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 17747 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 157640 members 
Mstep: Class 10 contains 39721 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 189368 members 
Mstep: Class 21 contains 96945 members 
Mstep: Class 22 contains 172780 members 
Mstep: Class 23 contains 18150 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -1.374315e+08 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 235289 members 
Mstep: Class 2 contains 47869 members 
Mstep: Class 3 contains 21781 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 17389 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 158264 members 
Mstep: Class 10 contains 39855 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 192097 members 
Mstep: Class 21 contains 96297 members 
Mstep: Class 22 contains 170653 members 
Mstep: Class 23 contains 18210 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -1.37431e+08 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 235941 members 
Mstep: Class 2 contains 47953 members 
Mstep: Class 3 contains 20858 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 17040 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 158827 members 
Mstep: Class 10 contains 39966 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 194359 members 
Mstep: Class 21 contains 95717 members 
Mstep: Class 22 contains 168712 members 
Mstep: Class 23 contains 18263 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -1.374305e+08 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 236771 members 
Mstep: Class 2 contains 48029 members 
Mstep: Class 3 contains 20060 members 
Mstep: Class 4 contains 6953 members 
Mstep: Class 5 contains 16683 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 159332 members 
Mstep: Class 10 contains 40091 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2918 members 
Mstep: Class 17 contains 195893 members 
Mstep: Class 21 contains 95170 members 
Mstep: Class 22 contains 167205 members 
Mstep: Class 23 contains 18332 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -1.374301e+08 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 237756 members 
Mstep: Class 2 contains 48110 members 
Mstep: Class 3 contains 19419 members 
Mstep: Class 4 contains 6980 members 
Mstep: Class 5 contains 16399 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 159888 members 
Mstep: Class 10 contains 40171 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2917 members 
Mstep: Class 17 contains 196702 members 
Mstep: Class 21 contains 94703 members 
Mstep: Class 22 contains 166006 members 
Mstep: Class 23 contains 18389 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -1.374292e+08 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 238820 members 
Mstep: Class 2 contains 48243 members 
Mstep: Class 3 contains 18864 members 
Mstep: Class 4 contains 7003 members 
Mstep: Class 5 contains 16151 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 160488 members 
Mstep: Class 10 contains 40237 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 196901 members 
Mstep: Class 21 contains 94318 members 
Mstep: Class 22 contains 165066 members 
Mstep: Class 23 contains 18437 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -1.374287e+08 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 239982 members 
Mstep: Class 2 contains 48389 members 
Mstep: Class 3 contains 18389 members 
Mstep: Class 4 contains 7038 members 
Mstep: Class 5 contains 15933 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 161084 members 
Mstep: Class 10 contains 40304 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2907 members 
Mstep: Class 17 contains 196591 members 
Mstep: Class 21 contains 94001 members 
Mstep: Class 22 contains 164341 members 
Mstep: Class 23 contains 18484 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -1.374285e+08 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 241166 members 
Mstep: Class 2 contains 48526 members 
Mstep: Class 3 contains 18024 members 
Mstep: Class 4 contains 7075 members 
Mstep: Class 5 contains 15738 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 161725 members 
Mstep: Class 10 contains 40369 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2902 members 
Mstep: Class 17 contains 195904 members 
Mstep: Class 21 contains 93702 members 
Mstep: Class 22 contains 163764 members 
Mstep: Class 23 contains 18548 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -1.374277e+08 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 242498 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 3 contains 17715 members 
Mstep: Class 4 contains 7116 members 
Mstep: Class 5 contains 15534 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 162381 members 
Mstep: Class 10 contains 40421 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2897 members 
Mstep: Class 17 contains 194745 members 
Mstep: Class 21 contains 93484 members 
Mstep: Class 22 contains 163343 members 
Mstep: Class 23 contains 18629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137427040.000000 Penalty: 61735.398438
Iteration 62Q: 19 clusters Score -1.37427e+08 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 243879 members 
Mstep: Class 2 contains 48795 members 
Mstep: Class 3 contains 17432 members 
Mstep: Class 4 contains 7152 members 
Mstep: Class 5 contains 15351 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 163004 members 
Mstep: Class 10 contains 40453 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 193481 members 
Mstep: Class 21 contains 93328 members 
Mstep: Class 22 contains 162986 members 
Mstep: Class 23 contains 18693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137426880.000000 Penalty: 61735.398438
Iteration 63Q: 19 clusters Score -1.374269e+08 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 245239 members 
Mstep: Class 2 contains 48912 members 
Mstep: Class 3 contains 17174 members 
Mstep: Class 4 contains 7182 members 
Mstep: Class 5 contains 15189 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 163538 members 
Mstep: Class 10 contains 40523 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2879 members 
Mstep: Class 17 contains 192080 members 
Mstep: Class 21 contains 93227 members 
Mstep: Class 22 contains 162763 members 
Mstep: Class 23 contains 18736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137426096.000000 Penalty: 61735.398438
Iteration 64Q: 19 clusters Score -1.374261e+08 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246579 members 
Mstep: Class 2 contains 49000 members 
Mstep: Class 3 contains 16901 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 15036 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 164020 members 
Mstep: Class 10 contains 40575 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2877 members 
Mstep: Class 17 contains 190707 members 
Mstep: Class 21 contains 93128 members 
Mstep: Class 22 contains 162625 members 
Mstep: Class 23 contains 18790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137425792.000000 Penalty: 61735.398438
Iteration 65Q: 19 clusters Score -1.374258e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247761 members 
Mstep: Class 2 contains 49075 members 
Mstep: Class 3 contains 16675 members 
Mstep: Class 4 contains 7218 members 
Mstep: Class 5 contains 14860 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 164454 members 
Mstep: Class 10 contains 40613 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2868 members 
Mstep: Class 17 contains 189390 members 
Mstep: Class 21 contains 93060 members 
Mstep: Class 22 contains 162607 members 
Mstep: Class 23 contains 18862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137425408.000000 Penalty: 61735.398438
Iteration 66Q: 19 clusters Score -1.374254e+08 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248831 members 
Mstep: Class 2 contains 49164 members 
Mstep: Class 3 contains 16507 members 
Mstep: Class 4 contains 7249 members 
Mstep: Class 5 contains 14705 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 164805 members 
Mstep: Class 10 contains 40647 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2856 members 
Mstep: Class 17 contains 188151 members 
Mstep: Class 21 contains 93024 members 
Mstep: Class 22 contains 162580 members 
Mstep: Class 23 contains 18924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137425040.000000 Penalty: 61735.398438
Iteration 67Q: 19 clusters Score -1.37425e+08 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 249840 members 
Mstep: Class 2 contains 49228 members 
Mstep: Class 3 contains 16353 members 
Mstep: Class 4 contains 7274 members 
Mstep: Class 5 contains 14579 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 165174 members 
Mstep: Class 10 contains 40674 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 186926 members 
Mstep: Class 21 contains 92975 members 
Mstep: Class 22 contains 162586 members 
Mstep: Class 23 contains 18987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137424656.000000 Penalty: 61735.398438
Iteration 68Q: 19 clusters Score -1.374247e+08 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 250740 members 
Mstep: Class 2 contains 49316 members 
Mstep: Class 3 contains 16199 members 
Mstep: Class 4 contains 7302 members 
Mstep: Class 5 contains 14471 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 165573 members 
Mstep: Class 10 contains 40743 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2845 members 
Mstep: Class 17 contains 185582 members 
Mstep: Class 21 contains 92982 members 
Mstep: Class 22 contains 162642 members 
Mstep: Class 23 contains 19050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137424320.000000 Penalty: 61735.398438
Iteration 69Q: 19 clusters Score -1.374243e+08 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251569 members 
Mstep: Class 2 contains 49412 members 
Mstep: Class 3 contains 16064 members 
Mstep: Class 4 contains 7323 members 
Mstep: Class 5 contains 14372 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 165949 members 
Mstep: Class 10 contains 40817 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2846 members 
Mstep: Class 17 contains 184359 members 
Mstep: Class 21 contains 92969 members 
Mstep: Class 22 contains 162658 members 
Mstep: Class 23 contains 19107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137424272.000000 Penalty: 61735.398438
Iteration 70Q: 19 clusters Score -1.374243e+08 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 252332 members 
Mstep: Class 2 contains 49466 members 
Mstep: Class 3 contains 15942 members 
Mstep: Class 4 contains 7354 members 
Mstep: Class 5 contains 14264 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 166306 members 
Mstep: Class 10 contains 40932 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2842 members 
Mstep: Class 17 contains 183182 members 
Mstep: Class 21 contains 92983 members 
Mstep: Class 22 contains 162687 members 
Mstep: Class 23 contains 19156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137424096.000000 Penalty: 61735.398438
Iteration 71Q: 19 clusters Score -1.374241e+08 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 253017 members 
Mstep: Class 2 contains 49532 members 
Mstep: Class 3 contains 15831 members 
Mstep: Class 4 contains 7383 members 
Mstep: Class 5 contains 14172 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 166663 members 
Mstep: Class 10 contains 41037 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 182032 members 
Mstep: Class 21 contains 93027 members 
Mstep: Class 22 contains 162727 members 
Mstep: Class 23 contains 19186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137423792.000000 Penalty: 61735.398438
Iteration 72Q: 19 clusters Score -1.374238e+08 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 253664 members 
Mstep: Class 2 contains 49586 members 
Mstep: Class 3 contains 15751 members 
Mstep: Class 4 contains 7418 members 
Mstep: Class 5 contains 14086 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 166943 members 
Mstep: Class 10 contains 41172 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 180960 members 
Mstep: Class 21 contains 93070 members 
Mstep: Class 22 contains 162745 members 
Mstep: Class 23 contains 19213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137423280.000000 Penalty: 61735.398438
Iteration 73Q: 19 clusters Score -1.374233e+08 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 254213 members 
Mstep: Class 2 contains 49650 members 
Mstep: Class 3 contains 15708 members 
Mstep: Class 4 contains 7454 members 
Mstep: Class 5 contains 14003 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 167251 members 
Mstep: Class 10 contains 41311 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2836 members 
Mstep: Class 17 contains 179875 members 
Mstep: Class 21 contains 93132 members 
Mstep: Class 22 contains 162772 members 
Mstep: Class 23 contains 19242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137423744.000000 Penalty: 61735.398438
Iteration 74Q: 19 clusters Score -1.374237e+08 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 254720 members 
Mstep: Class 2 contains 49730 members 
Mstep: Class 3 contains 15685 members 
Mstep: Class 4 contains 7483 members 
Mstep: Class 5 contains 13924 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 167530 members 
Mstep: Class 10 contains 41450 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 178843 members 
Mstep: Class 21 contains 93171 members 
Mstep: Class 22 contains 162812 members 
Mstep: Class 23 contains 19264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137423872.000000 Penalty: 61735.398438
Iteration 75Q: 19 clusters Score -1.374239e+08 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 255146 members 
Mstep: Class 2 contains 49786 members 
Mstep: Class 3 contains 15666 members 
Mstep: Class 4 contains 7526 members 
Mstep: Class 5 contains 13849 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 167845 members 
Mstep: Class 10 contains 41587 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 177958 members 
Mstep: Class 21 contains 93216 members 
Mstep: Class 22 contains 162745 members 
Mstep: Class 23 contains 19290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137423936.000000 Penalty: 61735.398438
Iteration 76Q: 19 clusters Score -1.374239e+08 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 255424 members 
Mstep: Class 2 contains 49842 members 
Mstep: Class 3 contains 15632 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 13768 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168134 members 
Mstep: Class 10 contains 41723 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 177294 members 
Mstep: Class 21 contains 93260 members 
Mstep: Class 22 contains 162665 members 
Mstep: Class 23 contains 19316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137424016.000000 Penalty: 61735.398438
Iteration 77Q: 19 clusters Score -1.37424e+08 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 255681 members 
Mstep: Class 2 contains 49883 members 
Mstep: Class 3 contains 15580 members 
Mstep: Class 4 contains 7591 members 
Mstep: Class 5 contains 13678 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168319 members 
Mstep: Class 10 contains 41849 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2832 members 
Mstep: Class 17 contains 176800 members 
Mstep: Class 21 contains 93306 members 
Mstep: Class 22 contains 162573 members 
Mstep: Class 23 contains 19355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137424016.000000 Penalty: 61735.398438
Iteration 78Q: 19 clusters Score -1.37424e+08 nChanged 4284
Entering ConstructFrom: 
Score: -137424016.000000 Penalty: 61735.398438
Entering ConstructFrom: 
Trying to split cluster 1 (255963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255963 members 
Entering Unmasked Estep 
Score: -35164636.000000 Penalty: 3088.291504
	Iteration 0F: 2 clusters Score -3.516464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127867 members 
Mstep: Class 2 contains 128096 members 
Entering Unmasked Estep 
Score: -35010780.000000 Penalty: 6176.583008
	Iteration 0F: 3 clusters Score -3.501078e+07 nChanged 123585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125972 members 
Mstep: Class 2 contains 129991 members 
Entering Unmasked Estep 
Score: -35086352.000000 Penalty: 6176.583008
	Iteration 1F: 3 clusters Score -3.508635e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124126 members 
Mstep: Class 2 contains 131837 members 
Entering Unmasked Estep 
Score: -35089620.000000 Penalty: 6176.583008
	Iteration 2Q: 3 clusters Score -3.508962e+07 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120623 members 
Mstep: Class 2 contains 135340 members 
Entering Unmasked Estep 
Score: -35094476.000000 Penalty: 6176.583008
	Iteration 3Q: 3 clusters Score -3.509448e+07 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114814 members 
Mstep: Class 2 contains 141149 members 
Entering Unmasked Estep 
Score: -35102220.000000 Penalty: 6176.583008
	Iteration 4F: 3 clusters Score -3.510222e+07 nChanged 17385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 149820 members 
Entering Unmasked Estep 
Score: -35113336.000000 Penalty: 6176.583008
	Iteration 5F: 3 clusters Score -3.511334e+07 nChanged 18988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95609 members 
Mstep: Class 2 contains 160354 members 
Entering Unmasked Estep 
Score: -35127036.000000 Penalty: 6176.583008
	Iteration 6F: 3 clusters Score -3.512704e+07 nChanged 17607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 170075 members 
Entering Unmasked Estep 
Score: -35138964.000000 Penalty: 6176.583008
	Iteration 7F: 3 clusters Score -3.513896e+07 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 177617 members 
Entering Unmasked Estep 
Score: -35144876.000000 Penalty: 6176.583008
	Iteration 8F: 3 clusters Score -3.514488e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 183563 members 
Entering Unmasked Estep 
Score: -35147300.000000 Penalty: 6176.583008
	Iteration 9Q: 3 clusters Score -3.51473e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 188812 members 
Entering Unmasked Estep 
Score: -35148036.000000 Penalty: 6176.583008
	Iteration 10Q: 3 clusters Score -3.514804e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 193586 members 
Entering Unmasked Estep 
Score: -35148352.000000 Penalty: 6176.583008
	Iteration 11Q: 3 clusters Score -3.514835e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 197806 members 
Entering Unmasked Estep 
Score: -35147932.000000 Penalty: 6176.583008
	Iteration 12Q: 3 clusters Score -3.514793e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 201645 members 
Entering Unmasked Estep 
Score: -35147980.000000 Penalty: 6176.583008
	Iteration 13Q: 3 clusters Score -3.514798e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 205258 members 
Entering Unmasked Estep 
Score: -35148028.000000 Penalty: 6176.583008
	Iteration 14Q: 3 clusters Score -3.514803e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 208646 members 
Entering Unmasked Estep 
Score: -35148064.000000 Penalty: 6176.583008
	Iteration 15Q: 3 clusters Score -3.514806e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 211768 members 
Entering Unmasked Estep 
Score: -35148272.000000 Penalty: 6176.583008
	Iteration 16Q: 3 clusters Score -3.514827e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 214765 members 
Entering Unmasked Estep 
Score: -35148428.000000 Penalty: 6176.583008
	Iteration 17Q: 3 clusters Score -3.514843e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 217602 members 
Entering Unmasked Estep 
Score: -35148968.000000 Penalty: 6176.583008
	Iteration 18Q: 3 clusters Score -3.514897e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 220319 members 
Entering Unmasked Estep 
Score: -35149624.000000 Penalty: 6176.583008
	Iteration 19Q: 3 clusters Score -3.514962e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 222979 members 
Entering Unmasked Estep 
Score: -35150396.000000 Penalty: 6176.583008
	Iteration 20F: 3 clusters Score -3.51504e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 225508 members 
Entering Unmasked Estep 
Score: -35151124.000000 Penalty: 6176.583008
	Iteration 21Q: 3 clusters Score -3.515112e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 227972 members 
Entering Unmasked Estep 
Score: -35152052.000000 Penalty: 6176.583008
	Iteration 22Q: 3 clusters Score -3.515205e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 230349 members 
Entering Unmasked Estep 
Score: -35152920.000000 Penalty: 6176.583008
	Iteration 23Q: 3 clusters Score -3.515292e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 232616 members 
Entering Unmasked Estep 
Score: -35153980.000000 Penalty: 6176.583008
	Iteration 24Q: 3 clusters Score -3.515398e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 234749 members 
Entering Unmasked Estep 
Score: -35154816.000000 Penalty: 6176.583008
	Iteration 25Q: 3 clusters Score -3.515482e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 236727 members 
Entering Unmasked Estep 
Score: -35155724.000000 Penalty: 6176.583008
	Iteration 26Q: 3 clusters Score -3.515572e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 238538 members 
Entering Unmasked Estep 
Score: -35156604.000000 Penalty: 6176.583008
	Iteration 27Q: 3 clusters Score -3.51566e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 240216 members 
Entering Unmasked Estep 
Score: -35157684.000000 Penalty: 6176.583008
	Iteration 28Q: 3 clusters Score -3.515768e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 241774 members 
Entering Unmasked Estep 
Score: -35158644.000000 Penalty: 6176.583008
	Iteration 29Q: 3 clusters Score -3.515864e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 243195 members 
Entering Unmasked Estep 
Score: -35159276.000000 Penalty: 6176.583008
	Iteration 30Q: 3 clusters Score -3.515928e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 244469 members 
Entering Unmasked Estep 
Score: -35160080.000000 Penalty: 6176.583008
	Iteration 31Q: 3 clusters Score -3.516008e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 245597 members 
Entering Unmasked Estep 
Score: -35160796.000000 Penalty: 6176.583008
	Iteration 32Q: 3 clusters Score -3.51608e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 246585 members 
Entering Unmasked Estep 
Score: -35161220.000000 Penalty: 6176.583008
	Iteration 33Q: 3 clusters Score -3.516122e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 247430 members 
Entering Unmasked Estep 
Score: -35161708.000000 Penalty: 6176.583008
	Iteration 34Q: 3 clusters Score -3.516171e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 248146 members 
Entering Unmasked Estep 
Score: -35161944.000000 Penalty: 6176.583008
	Iteration 35Q: 3 clusters Score -3.516194e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 248765 members 
Entering Unmasked Estep 
Score: -35162184.000000 Penalty: 6176.583008
	Iteration 36Q: 3 clusters Score -3.516218e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 249347 members 
Entering Unmasked Estep 
Score: -35162432.000000 Penalty: 6176.583008
	Iteration 37Q: 3 clusters Score -3.516243e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 249860 members 
Entering Unmasked Estep 
Score: -35162568.000000 Penalty: 6176.583008
	Iteration 38Q: 3 clusters Score -3.516257e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 250331 members 
Entering Unmasked Estep 
Score: -35162656.000000 Penalty: 6176.583008
	Iteration 39Q: 3 clusters Score -3.516266e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 250750 members 
Entering Unmasked Estep 
Score: -35162724.000000 Penalty: 6176.583008
	Iteration 40F: 3 clusters Score -3.516272e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 251093 members 
Entering Unmasked Estep 
Score: -35162732.000000 Penalty: 6176.583008
	Iteration 41Q: 3 clusters Score -3.516273e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 251411 members 
Entering Unmasked Estep 
Score: -35162744.000000 Penalty: 6176.583008
	Iteration 42Q: 3 clusters Score -3.516274e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 251672 members 
Entering Unmasked Estep 
Score: -35162732.000000 Penalty: 6176.583008
	Iteration 43Q: 3 clusters Score -3.516273e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 251901 members 
Entering Unmasked Estep 
Score: -35162696.000000 Penalty: 6176.583008
	Iteration 44Q: 3 clusters Score -3.51627e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 252137 members 
Entering Unmasked Estep 
Score: -35162760.000000 Penalty: 6176.583008
	Iteration 45Q: 3 clusters Score -3.516276e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 252343 members 
Entering Unmasked Estep 
Score: -35162768.000000 Penalty: 6176.583008
	Iteration 46Q: 3 clusters Score -3.516277e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 252529 members 
Entering Unmasked Estep 
Score: -35162780.000000 Penalty: 6176.583008
	Iteration 47Q: 3 clusters Score -3.516278e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 252685 members 
Entering Unmasked Estep 
Score: -35162768.000000 Penalty: 6176.583008
	Iteration 48Q: 3 clusters Score -3.516277e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 252818 members 
Entering Unmasked Estep 
Score: -35162752.000000 Penalty: 6176.583008
	Iteration 49Q: 3 clusters Score -3.516275e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 252942 members 
Entering Unmasked Estep 
Score: -35162708.000000 Penalty: 6176.583008
	Iteration 50Q: 3 clusters Score -3.516271e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 253053 members 
Entering Unmasked Estep 
Score: -35162708.000000 Penalty: 6176.583008
	Iteration 51Q: 3 clusters Score -3.516271e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 253154 members 
Entering Unmasked Estep 
Score: -35162728.000000 Penalty: 6176.583008
	Iteration 52Q: 3 clusters Score -3.516273e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 253242 members 
Entering Unmasked Estep 
Score: -35162760.000000 Penalty: 6176.583008
	Iteration 53Q: 3 clusters Score -3.516276e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 253332 members 
Entering Unmasked Estep 
Score: -35162752.000000 Penalty: 6176.583008
	Iteration 54Q: 3 clusters Score -3.516275e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 253418 members 
Entering Unmasked Estep 
Score: -35162768.000000 Penalty: 6176.583008
	Iteration 55Q: 3 clusters Score -3.516277e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 253500 members 
Entering Unmasked Estep 
Score: -35162744.000000 Penalty: 6176.583008
	Iteration 56Q: 3 clusters Score -3.516274e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 253570 members 
Entering Unmasked Estep 
Score: -35162736.000000 Penalty: 6176.583008
	Iteration 57Q: 3 clusters Score -3.516274e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 253630 members 
Entering Unmasked Estep 
Score: -35162720.000000 Penalty: 6176.583008
	Iteration 58Q: 3 clusters Score -3.516272e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 253693 members 
Entering Unmasked Estep 
Score: -35162740.000000 Penalty: 6176.583008
	Iteration 59Q: 3 clusters Score -3.516274e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 253739 members 
Entering Unmasked Estep 
Score: -35162720.000000 Penalty: 6176.583008
	Iteration 60F: 3 clusters Score -3.516272e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 253779 members 
Entering Unmasked Estep 
Score: -35162740.000000 Penalty: 6176.583008
	Iteration 61Q: 3 clusters Score -3.516274e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 253818 members 
Entering Unmasked Estep 
Score: -35162704.000000 Penalty: 6176.583008
	Iteration 62Q: 3 clusters Score -3.51627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 253854 members 
Entering Unmasked Estep 
Score: -35162640.000000 Penalty: 6176.583008
	Iteration 63Q: 3 clusters Score -3.516264e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 253892 members 
Entering Unmasked Estep 
Score: -35162656.000000 Penalty: 6176.583008
	Iteration 64Q: 3 clusters Score -3.516266e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 253934 members 
Entering Unmasked Estep 
Score: -35162660.000000 Penalty: 6176.583008
	Iteration 65Q: 3 clusters Score -3.516266e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 253972 members 
Entering Unmasked Estep 
Score: -35162628.000000 Penalty: 6176.583008
	Iteration 66Q: 3 clusters Score -3.516263e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 254002 members 
Entering Unmasked Estep 
Score: -35162676.000000 Penalty: 6176.583008
	Iteration 67Q: 3 clusters Score -3.516268e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 254038 members 
Entering Unmasked Estep 
Score: -35162668.000000 Penalty: 6176.583008
	Iteration 68Q: 3 clusters Score -3.516267e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 254079 members 
Entering Unmasked Estep 
Score: -35162656.000000 Penalty: 6176.583008
	Iteration 69Q: 3 clusters Score -3.516266e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 254109 members 
Entering Unmasked Estep 
Score: -35162632.000000 Penalty: 6176.583008
	Iteration 70Q: 3 clusters Score -3.516263e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 254138 members 
Entering Unmasked Estep 
Score: -35162632.000000 Penalty: 6176.583008
	Iteration 71Q: 3 clusters Score -3.516263e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 254173 members 
Entering Unmasked Estep 
Score: -35162660.000000 Penalty: 6176.583008
	Iteration 72Q: 3 clusters Score -3.516266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 254196 members 
Entering Unmasked Estep 
Score: -35162664.000000 Penalty: 6176.583008
	Iteration 73Q: 3 clusters Score -3.516266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 254219 members 
Entering Unmasked Estep 
Score: -35162680.000000 Penalty: 6176.583008
	Iteration 74Q: 3 clusters Score -3.516268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 254245 members 
Entering Unmasked Estep 
Score: -35162628.000000 Penalty: 6176.583008
	Iteration 75Q: 3 clusters Score -3.516263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 254263 members 
Entering Unmasked Estep 
Score: -35162624.000000 Penalty: 6176.583008
	Iteration 76Q: 3 clusters Score -3.516262e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 254289 members 
Entering Unmasked Estep 
Score: -35162572.000000 Penalty: 6176.583008
	Iteration 77Q: 3 clusters Score -3.516257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 254300 members 
Entering Unmasked Estep 
Score: -35162580.000000 Penalty: 6176.583008
	Iteration 78Q: 3 clusters Score -3.516258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 254315 members 
Entering Unmasked Estep 
Score: -35162588.000000 Penalty: 6176.583008
	Iteration 79Q: 3 clusters Score -3.516259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 254333 members 
Entering Unmasked Estep 
Score: -35162580.000000 Penalty: 6176.583008
	Iteration 80F: 3 clusters Score -3.516258e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 254357 members 
Entering Unmasked Estep 
Score: -35162572.000000 Penalty: 6176.583008
	Iteration 81Q: 3 clusters Score -3.516257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 254373 members 
Entering Unmasked Estep 
Score: -35162588.000000 Penalty: 6176.583008
	Iteration 82Q: 3 clusters Score -3.516259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 254389 members 
Entering Unmasked Estep 
Score: -35162584.000000 Penalty: 6176.583008
	Iteration 83Q: 3 clusters Score -3.516258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 254402 members 
Entering Unmasked Estep 
Score: -35162576.000000 Penalty: 6176.583008
	Iteration 84Q: 3 clusters Score -3.516258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 254411 members 
Entering Unmasked Estep 
Score: -35162576.000000 Penalty: 6176.583008
	Iteration 85Q: 3 clusters Score -3.516258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 254424 members 
Entering Unmasked Estep 
Score: -35162584.000000 Penalty: 6176.583008
	Iteration 86Q: 3 clusters Score -3.516258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 254432 members 
Entering Unmasked Estep 
Score: -35162608.000000 Penalty: 6176.583008
	Iteration 87Q: 3 clusters Score -3.516261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 254440 members 
Entering Unmasked Estep 
Score: -35162608.000000 Penalty: 6176.583008
	Iteration 88Q: 3 clusters Score -3.516261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 254445 members 
Entering Unmasked Estep 
Score: -35162612.000000 Penalty: 6176.583008
	Iteration 89Q: 3 clusters Score -3.516261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 254450 members 
Entering Unmasked Estep 
Score: -35162608.000000 Penalty: 6176.583008
	Iteration 90Q: 3 clusters Score -3.516261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 254451 members 
Entering Unmasked Estep 
Score: -35162604.000000 Penalty: 6176.583008
	Iteration 91Q: 3 clusters Score -3.51626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 254451 members 
Entering Unmasked Estep 
Score: -35162600.000000 Penalty: 6176.583008
	Iteration 92Q: 3 clusters Score -3.51626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 254450 members 
Entering Unmasked Estep 
Score: -35162596.000000 Penalty: 6176.583008
	Iteration 93Q: 3 clusters Score -3.51626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 254449 members 
Entering Unmasked Estep 
Score: -35162600.000000 Penalty: 6176.583008
	Iteration 94Q: 3 clusters Score -3.51626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 254448 members 
Entering Unmasked Estep 
Score: -35162596.000000 Penalty: 6176.583008
	Iteration 95Q: 3 clusters Score -3.51626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 254447 members 
Entering Unmasked Estep 
Score: -35162592.000000 Penalty: 6176.583008
	Iteration 96Q: 3 clusters Score -3.516259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 254447 members 
Entering Unmasked Estep 
Score: -35162604.000000 Penalty: 6176.583008
	Iteration 97Q: 3 clusters Score -3.51626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 254449 members 
Entering Unmasked Estep 
Score: -35162612.000000 Penalty: 6176.583008
	Iteration 98Q: 3 clusters Score -3.516261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 254454 members 
Entering Unmasked Estep 
Score: -35162612.000000 Penalty: 6176.583008
	Iteration 99Q: 3 clusters Score -3.516261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 254456 members 
Entering Unmasked Estep 
Score: -35162616.000000 Penalty: 6176.583008
	Iteration 100F: 3 clusters Score -3.516262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 254460 members 
Entering Unmasked Estep 
Score: -35162620.000000 Penalty: 6176.583008
	Iteration 101Q: 3 clusters Score -3.516262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 254463 members 
Entering Unmasked Estep 
Score: -35162640.000000 Penalty: 6176.583008
	Iteration 102Q: 3 clusters Score -3.516264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 254469 members 
Entering Unmasked Estep 
Score: -35162648.000000 Penalty: 6176.583008
	Iteration 103Q: 3 clusters Score -3.516265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 254471 members 
Entering Unmasked Estep 
Score: -35162636.000000 Penalty: 6176.583008
	Iteration 104Q: 3 clusters Score -3.516264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 254472 members 
Entering Unmasked Estep 
Score: -35162648.000000 Penalty: 6176.583008
	Iteration 105Q: 3 clusters Score -3.516265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 254474 members 
Entering Unmasked Estep 
Score: -35162640.000000 Penalty: 6176.583008
	Iteration 106Q: 3 clusters Score -3.516264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 254475 members 
Entering Unmasked Estep 
Score: -35162640.000000 Penalty: 6176.583008
	Iteration 107Q: 3 clusters Score -3.516264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 254476 members 
Entering Unmasked Estep 
Score: -35162636.000000 Penalty: 6176.583008
	Iteration 108Q: 3 clusters Score -3.516264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 254476 members 
Entering Unmasked Estep 
Score: -35162636.000000 Penalty: 6176.583008
	Iteration 109F: 3 clusters Score -3.516264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Entering Unmasked Estep 
Score: -6680054.500000 Penalty: 2682.828369
	Iteration 0F: 2 clusters Score -6680054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -6646543.000000 Penalty: 5365.656738
	Iteration 0F: 3 clusters Score -6646543 nChanged 22905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -6659300.500000 Penalty: 5365.656738
	Iteration 1F: 3 clusters Score -6659300 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -6660371.000000 Penalty: 5365.656738
	Iteration 2Q: 3 clusters Score -6660371 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -6661746.500000 Penalty: 5365.656738
	Iteration 3Q: 3 clusters Score -6661746 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -6663599.500000 Penalty: 5365.656738
	Iteration 4F: 3 clusters Score -6663600 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -6665516.500000 Penalty: 5365.656738
	Iteration 5F: 3 clusters Score -6665516 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -6667697.000000 Penalty: 5365.656738
	Iteration 6F: 3 clusters Score -6667697 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -6669981.500000 Penalty: 5365.656738
	Iteration 7F: 3 clusters Score -6669982 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -6671952.000000 Penalty: 5365.656738
	Iteration 8F: 3 clusters Score -6671952 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -6673443.500000 Penalty: 5365.656738
	Iteration 9F: 3 clusters Score -6673444 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -6674446.000000 Penalty: 5365.656738
	Iteration 10Q: 3 clusters Score -6674446 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -6675063.500000 Penalty: 5365.656738
	Iteration 11Q: 3 clusters Score -6675064 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -6675499.000000 Penalty: 5365.656738
	Iteration 12Q: 3 clusters Score -6675499 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -6675782.500000 Penalty: 5365.656738
	Iteration 13Q: 3 clusters Score -6675782 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -6675997.000000 Penalty: 5365.656738
	Iteration 14Q: 3 clusters Score -6675997 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6676122 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6676226 nChanged 517
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6676303 nChanged 446
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6676382 nChanged 421
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Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6676474 nChanged 419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6676524 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6676608 nChanged 412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6676671 nChanged 399
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6676736 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6676756 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6676840 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6676912 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6676948 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6677008 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6677058 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6677111 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6677154 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6677209 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6677261 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6677297 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6677328 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6677374 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6677427 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6677451 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6677496 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -6677526.500000 Penalty: 5365.656738
	Iteration 40F: 3 clusters Score -6677526 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6677548 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6677595 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6677594 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6677628 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6677658 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6677664 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6677674 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6677701 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6677717 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6677716 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6677736 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6677776 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6677780 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -6677793.500000 Penalty: 5365.656738
	Iteration 54Q: 3 clusters Score -6677794 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6677812 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6677812 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6677830 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6677846 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6677867 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -6677883.500000 Penalty: 5365.656738
	Iteration 60F: 3 clusters Score -6677884 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6677886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6677898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -6677924.500000 Penalty: 5365.656738
	Iteration 63Q: 3 clusters Score -6677924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6677932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6677938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -6677959.500000 Penalty: 5365.656738
	Iteration 66Q: 3 clusters Score -6677960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6677978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -6677993.500000 Penalty: 5365.656738
	Iteration 68Q: 3 clusters Score -6677994 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -6678000.000000 Penalty: 5365.656738
	Iteration 69Q: 3 clusters Score -6678000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -6678015.000000 Penalty: 5365.656738
	Iteration 70Q: 3 clusters Score -6678015 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -6678011.000000 Penalty: 5365.656738
	Iteration 71Q: 3 clusters Score -6678011 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6678017 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6678010 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6678023 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6678029 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6678031 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6678029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -6678033.500000 Penalty: 5365.656738
	Iteration 78Q: 3 clusters Score -6678034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -6678038.000000 Penalty: 5365.656738
	Iteration 79Q: 3 clusters Score -6678038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -6678035.000000 Penalty: 5365.656738
	Iteration 80F: 3 clusters Score -6678035 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -6678039.500000 Penalty: 5365.656738
	Iteration 81Q: 3 clusters Score -6678040 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -6678038.000000 Penalty: 5365.656738
	Iteration 82Q: 3 clusters Score -6678038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -6678050.500000 Penalty: 5365.656738
	Iteration 83Q: 3 clusters Score -6678050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -6678053.000000 Penalty: 5365.656738
	Iteration 84Q: 3 clusters Score -6678053 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6678054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -6678057.500000 Penalty: 5365.656738
	Iteration 86Q: 3 clusters Score -6678058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -6678054.500000 Penalty: 5365.656738
	Iteration 87Q: 3 clusters Score -6678054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -6678061.500000 Penalty: 5365.656738
	Iteration 88Q: 3 clusters Score -6678062 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6678068 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6678066 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6678064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6678068 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6678074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -6678069.500000 Penalty: 5365.656738
	Iteration 94Q: 3 clusters Score -6678070 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6678073 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6678073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6678070 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4307 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6678074 nChanged 0
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Mstep: Class 1 contains 4307 members 
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Entering Unmasked Estep 
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	Iteration 99F: 3 clusters Score -6678074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15527 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2181605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2170469 nChanged 6675
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Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2173950 nChanged 937
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2174370 nChanged 785
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2174723.750000 Penalty: 4786.566406
	Iteration 3F: 3 clusters Score -2174724 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2175037.750000 Penalty: 4786.566406
	Iteration 4Q: 3 clusters Score -2175038 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2175315.000000 Penalty: 4786.566406
	Iteration 5Q: 3 clusters Score -2175315 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2175610.250000 Penalty: 4786.566406
	Iteration 6Q: 3 clusters Score -2175610 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2175950.750000 Penalty: 4786.566406
	Iteration 7Q: 3 clusters Score -2175951 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2176299.750000 Penalty: 4786.566406
	Iteration 8Q: 3 clusters Score -2176300 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2176612.750000 Penalty: 4786.566406
	Iteration 9Q: 3 clusters Score -2176613 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2176932.750000 Penalty: 4786.566406
	Iteration 10Q: 3 clusters Score -2176933 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2177250.500000 Penalty: 4786.566406
	Iteration 11Q: 3 clusters Score -2177250 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2177586.000000 Penalty: 4786.566406
	Iteration 12Q: 3 clusters Score -2177586 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2177908.500000 Penalty: 4786.566406
	Iteration 13Q: 3 clusters Score -2177908 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2178219.500000 Penalty: 4786.566406
	Iteration 14Q: 3 clusters Score -2178220 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2178472.500000 Penalty: 4786.566406
	Iteration 15Q: 3 clusters Score -2178472 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2178668.000000 Penalty: 4786.566406
	Iteration 16Q: 3 clusters Score -2178668 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2178846.500000 Penalty: 4786.566406
	Iteration 17Q: 3 clusters Score -2178846 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2178974.500000 Penalty: 4786.566406
	Iteration 18Q: 3 clusters Score -2178974 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2179089.250000 Penalty: 4786.566406
	Iteration 19Q: 3 clusters Score -2179089 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2179190.500000 Penalty: 4786.566406
	Iteration 20F: 3 clusters Score -2179190 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2179290.000000 Penalty: 4786.566406
	Iteration 21Q: 3 clusters Score -2179290 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2179364.000000 Penalty: 4786.566406
	Iteration 22Q: 3 clusters Score -2179364 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2179420.750000 Penalty: 4786.566406
	Iteration 23Q: 3 clusters Score -2179421 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2179467.500000 Penalty: 4786.566406
	Iteration 24Q: 3 clusters Score -2179468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2179536.500000 Penalty: 4786.566406
	Iteration 25Q: 3 clusters Score -2179536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2179576.250000 Penalty: 4786.566406
	Iteration 26Q: 3 clusters Score -2179576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2179605.500000 Penalty: 4786.566406
	Iteration 27Q: 3 clusters Score -2179606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2179627.750000 Penalty: 4786.566406
	Iteration 28Q: 3 clusters Score -2179628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2179645.000000 Penalty: 4786.566406
	Iteration 29Q: 3 clusters Score -2179645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2179659.500000 Penalty: 4786.566406
	Iteration 30Q: 3 clusters Score -2179660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2179665.000000 Penalty: 4786.566406
	Iteration 31Q: 3 clusters Score -2179665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2179679.250000 Penalty: 4786.566406
	Iteration 32Q: 3 clusters Score -2179679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2179682.500000 Penalty: 4786.566406
	Iteration 33Q: 3 clusters Score -2179682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2179686.750000 Penalty: 4786.566406
	Iteration 34Q: 3 clusters Score -2179687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2179690.250000 Penalty: 4786.566406
	Iteration 35Q: 3 clusters Score -2179690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2179695.500000 Penalty: 4786.566406
	Iteration 36Q: 3 clusters Score -2179696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2179695.750000 Penalty: 4786.566406
	Iteration 37Q: 3 clusters Score -2179696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2179701.250000 Penalty: 4786.566406
	Iteration 38Q: 3 clusters Score -2179701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2179705.250000 Penalty: 4786.566406
	Iteration 39Q: 3 clusters Score -2179705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2179709.250000 Penalty: 4786.566406
	Iteration 40F: 3 clusters Score -2179709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2179710.250000 Penalty: 4786.566406
	Iteration 41Q: 3 clusters Score -2179710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2179708.500000 Penalty: 4786.566406
	Iteration 42Q: 3 clusters Score -2179708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2179709.750000 Penalty: 4786.566406
	Iteration 43Q: 3 clusters Score -2179710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2179715.000000 Penalty: 4786.566406
	Iteration 44Q: 3 clusters Score -2179715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2179717.000000 Penalty: 4786.566406
	Iteration 45Q: 3 clusters Score -2179717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2179719.500000 Penalty: 4786.566406
	Iteration 46Q: 3 clusters Score -2179720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2179729.750000 Penalty: 4786.566406
	Iteration 47Q: 3 clusters Score -2179730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2179735.250000 Penalty: 4786.566406
	Iteration 48Q: 3 clusters Score -2179735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2179736.250000 Penalty: 4786.566406
	Iteration 49Q: 3 clusters Score -2179736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2179738.000000 Penalty: 4786.566406
	Iteration 50Q: 3 clusters Score -2179738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2179740.250000 Penalty: 4786.566406
	Iteration 51Q: 3 clusters Score -2179740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2179741.250000 Penalty: 4786.566406
	Iteration 52Q: 3 clusters Score -2179741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2179742.000000 Penalty: 4786.566406
	Iteration 53Q: 3 clusters Score -2179742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2179742.000000 Penalty: 4786.566406
	Iteration 54F: 3 clusters Score -2179742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Entering Unmasked Estep 
Score: -1023124.812500 Penalty: 2217.503174
	Iteration 0F: 2 clusters Score -1023125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1017046.750000 Penalty: 4435.006348
	Iteration 0F: 3 clusters Score -1017047 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1018685.187500 Penalty: 4435.006348
	Iteration 1F: 3 clusters Score -1018685 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1018984.562500 Penalty: 4435.006348
	Iteration 2F: 3 clusters Score -1018985 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1019170.625000 Penalty: 4435.006348
	Iteration 3F: 3 clusters Score -1019171 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1019326.625000 Penalty: 4435.006348
	Iteration 4Q: 3 clusters Score -1019327 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1019440.625000 Penalty: 4435.006348
	Iteration 5Q: 3 clusters Score -1019441 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1019538.000000 Penalty: 4435.006348
	Iteration 6Q: 3 clusters Score -1019538 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1019644.625000 Penalty: 4435.006348
	Iteration 7Q: 3 clusters Score -1019645 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1019751.312500 Penalty: 4435.006348
	Iteration 8Q: 3 clusters Score -1019751 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1019856.000000 Penalty: 4435.006348
	Iteration 9Q: 3 clusters Score -1019856 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1019951.062500 Penalty: 4435.006348
	Iteration 10Q: 3 clusters Score -1019951 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1020058.562500 Penalty: 4435.006348
	Iteration 11Q: 3 clusters Score -1020059 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1020170.625000 Penalty: 4435.006348
	Iteration 12Q: 3 clusters Score -1020171 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1020278.687500 Penalty: 4435.006348
	Iteration 13Q: 3 clusters Score -1020279 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1020407.062500 Penalty: 4435.006348
	Iteration 14Q: 3 clusters Score -1020407 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1020520.062500 Penalty: 4435.006348
	Iteration 15Q: 3 clusters Score -1020520 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1020641.062500 Penalty: 4435.006348
	Iteration 16Q: 3 clusters Score -1020641 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1020754.937500 Penalty: 4435.006348
	Iteration 17Q: 3 clusters Score -1020755 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1020843.437500 Penalty: 4435.006348
	Iteration 18Q: 3 clusters Score -1020843 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1020922.000000 Penalty: 4435.006348
	Iteration 19Q: 3 clusters Score -1020922 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1021000.125000 Penalty: 4435.006348
	Iteration 20F: 3 clusters Score -1021000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1021054.187500 Penalty: 4435.006348
	Iteration 21Q: 3 clusters Score -1021054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1021091.000000 Penalty: 4435.006348
	Iteration 22Q: 3 clusters Score -1021091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1021132.375000 Penalty: 4435.006348
	Iteration 23Q: 3 clusters Score -1021132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1021165.750000 Penalty: 4435.006348
	Iteration 24Q: 3 clusters Score -1021166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1021191.250000 Penalty: 4435.006348
	Iteration 25Q: 3 clusters Score -1021191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1021209.562500 Penalty: 4435.006348
	Iteration 26Q: 3 clusters Score -1021210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1021218.562500 Penalty: 4435.006348
	Iteration 27Q: 3 clusters Score -1021219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1021229.562500 Penalty: 4435.006348
	Iteration 28Q: 3 clusters Score -1021230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1021238.375000 Penalty: 4435.006348
	Iteration 29Q: 3 clusters Score -1021238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1021244.812500 Penalty: 4435.006348
	Iteration 30Q: 3 clusters Score -1021245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1021245.812500 Penalty: 4435.006348
	Iteration 31Q: 3 clusters Score -1021246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1021254.750000 Penalty: 4435.006348
	Iteration 32Q: 3 clusters Score -1021255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1021260.687500 Penalty: 4435.006348
	Iteration 33Q: 3 clusters Score -1021261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1021268.750000 Penalty: 4435.006348
	Iteration 34Q: 3 clusters Score -1021269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1021274.250000 Penalty: 4435.006348
	Iteration 35Q: 3 clusters Score -1021274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1021279.625000 Penalty: 4435.006348
	Iteration 36Q: 3 clusters Score -1021280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1021281.687500 Penalty: 4435.006348
	Iteration 37Q: 3 clusters Score -1021282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1021282.687500 Penalty: 4435.006348
	Iteration 38Q: 3 clusters Score -1021283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1021284.125000 Penalty: 4435.006348
	Iteration 39Q: 3 clusters Score -1021284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1021284.937500 Penalty: 4435.006348
	Iteration 40F: 3 clusters Score -1021285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1021286.375000 Penalty: 4435.006348
	Iteration 41Q: 3 clusters Score -1021286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1021289.125000 Penalty: 4435.006348
	Iteration 42Q: 3 clusters Score -1021289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1021292.562500 Penalty: 4435.006348
	Iteration 43Q: 3 clusters Score -1021293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1021295.312500 Penalty: 4435.006348
	Iteration 44Q: 3 clusters Score -1021295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1021294.687500 Penalty: 4435.006348
	Iteration 45Q: 3 clusters Score -1021295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1021295.062500 Penalty: 4435.006348
	Iteration 46Q: 3 clusters Score -1021295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1021297.750000 Penalty: 4435.006348
	Iteration 47Q: 3 clusters Score -1021298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1021297.625000 Penalty: 4435.006348
	Iteration 48Q: 3 clusters Score -1021298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1021299.875000 Penalty: 4435.006348
	Iteration 49Q: 3 clusters Score -1021300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1021301.375000 Penalty: 4435.006348
	Iteration 50Q: 3 clusters Score -1021301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1021301.437500 Penalty: 4435.006348
	Iteration 51Q: 3 clusters Score -1021301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1021301.437500 Penalty: 4435.006348
	Iteration 52F: 3 clusters Score -1021301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Entering Unmasked Estep 
Score: -1870784.625000 Penalty: 2360.201660
	Iteration 0F: 2 clusters Score -1870785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1860777.500000 Penalty: 4720.403320
	Iteration 0F: 3 clusters Score -1860778 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1863992.750000 Penalty: 4720.403320
	Iteration 1F: 3 clusters Score -1863993 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1864327.750000 Penalty: 4720.403320
	Iteration 2F: 3 clusters Score -1864328 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1864612.000000 Penalty: 4720.403320
	Iteration 3Q: 3 clusters Score -1864612 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1864920.750000 Penalty: 4720.403320
	Iteration 4Q: 3 clusters Score -1864921 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1865266.875000 Penalty: 4720.403320
	Iteration 5Q: 3 clusters Score -1865267 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1865628.500000 Penalty: 4720.403320
	Iteration 6Q: 3 clusters Score -1865628 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1865986.875000 Penalty: 4720.403320
	Iteration 7Q: 3 clusters Score -1865987 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1866314.000000 Penalty: 4720.403320
	Iteration 8Q: 3 clusters Score -1866314 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1866616.000000 Penalty: 4720.403320
	Iteration 9Q: 3 clusters Score -1866616 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1866861.375000 Penalty: 4720.403320
	Iteration 10Q: 3 clusters Score -1866861 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1867072.375000 Penalty: 4720.403320
	Iteration 11Q: 3 clusters Score -1867072 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1867226.375000 Penalty: 4720.403320
	Iteration 12Q: 3 clusters Score -1867226 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1867325.500000 Penalty: 4720.403320
	Iteration 13Q: 3 clusters Score -1867326 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1867390.250000 Penalty: 4720.403320
	Iteration 14Q: 3 clusters Score -1867390 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1867453.000000 Penalty: 4720.403320
	Iteration 15Q: 3 clusters Score -1867453 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1867503.375000 Penalty: 4720.403320
	Iteration 16Q: 3 clusters Score -1867503 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1867556.750000 Penalty: 4720.403320
	Iteration 17Q: 3 clusters Score -1867557 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1867589.500000 Penalty: 4720.403320
	Iteration 18Q: 3 clusters Score -1867590 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1867615.500000 Penalty: 4720.403320
	Iteration 19Q: 3 clusters Score -1867616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1867639.125000 Penalty: 4720.403320
	Iteration 20F: 3 clusters Score -1867639 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1867663.125000 Penalty: 4720.403320
	Iteration 21Q: 3 clusters Score -1867663 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1867682.500000 Penalty: 4720.403320
	Iteration 22Q: 3 clusters Score -1867682 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1867696.375000 Penalty: 4720.403320
	Iteration 23Q: 3 clusters Score -1867696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1867714.250000 Penalty: 4720.403320
	Iteration 24Q: 3 clusters Score -1867714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1867730.500000 Penalty: 4720.403320
	Iteration 25Q: 3 clusters Score -1867730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1867751.500000 Penalty: 4720.403320
	Iteration 26Q: 3 clusters Score -1867752 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1867759.875000 Penalty: 4720.403320
	Iteration 27Q: 3 clusters Score -1867760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1867770.500000 Penalty: 4720.403320
	Iteration 28Q: 3 clusters Score -1867770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1867787.000000 Penalty: 4720.403320
	Iteration 29Q: 3 clusters Score -1867787 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1867807.375000 Penalty: 4720.403320
	Iteration 30Q: 3 clusters Score -1867807 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1867824.250000 Penalty: 4720.403320
	Iteration 31Q: 3 clusters Score -1867824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1867844.000000 Penalty: 4720.403320
	Iteration 32Q: 3 clusters Score -1867844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1867859.625000 Penalty: 4720.403320
	Iteration 33Q: 3 clusters Score -1867860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1867878.000000 Penalty: 4720.403320
	Iteration 34Q: 3 clusters Score -1867878 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1867902.750000 Penalty: 4720.403320
	Iteration 35Q: 3 clusters Score -1867903 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1867928.125000 Penalty: 4720.403320
	Iteration 36Q: 3 clusters Score -1867928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1867947.500000 Penalty: 4720.403320
	Iteration 37Q: 3 clusters Score -1867948 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1867973.875000 Penalty: 4720.403320
	Iteration 38Q: 3 clusters Score -1867974 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1868006.375000 Penalty: 4720.403320
	Iteration 39Q: 3 clusters Score -1868006 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1868037.750000 Penalty: 4720.403320
	Iteration 40F: 3 clusters Score -1868038 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1868070.625000 Penalty: 4720.403320
	Iteration 41Q: 3 clusters Score -1868071 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1868094.750000 Penalty: 4720.403320
	Iteration 42Q: 3 clusters Score -1868095 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1868121.875000 Penalty: 4720.403320
	Iteration 43Q: 3 clusters Score -1868122 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1868159.500000 Penalty: 4720.403320
	Iteration 44Q: 3 clusters Score -1868160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1868194.750000 Penalty: 4720.403320
	Iteration 45Q: 3 clusters Score -1868195 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1868224.750000 Penalty: 4720.403320
	Iteration 46Q: 3 clusters Score -1868225 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1868264.875000 Penalty: 4720.403320
	Iteration 47Q: 3 clusters Score -1868265 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1868299.625000 Penalty: 4720.403320
	Iteration 48Q: 3 clusters Score -1868300 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1868327.750000 Penalty: 4720.403320
	Iteration 49Q: 3 clusters Score -1868328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1868358.750000 Penalty: 4720.403320
	Iteration 50Q: 3 clusters Score -1868359 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1868386.625000 Penalty: 4720.403320
	Iteration 51Q: 3 clusters Score -1868387 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1868417.375000 Penalty: 4720.403320
	Iteration 52Q: 3 clusters Score -1868417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1868444.875000 Penalty: 4720.403320
	Iteration 53Q: 3 clusters Score -1868445 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1868469.750000 Penalty: 4720.403320
	Iteration 54Q: 3 clusters Score -1868470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1868490.250000 Penalty: 4720.403320
	Iteration 55Q: 3 clusters Score -1868490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1868514.500000 Penalty: 4720.403320
	Iteration 56Q: 3 clusters Score -1868514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1868537.625000 Penalty: 4720.403320
	Iteration 57Q: 3 clusters Score -1868538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1868561.125000 Penalty: 4720.403320
	Iteration 58Q: 3 clusters Score -1868561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1868574.375000 Penalty: 4720.403320
	Iteration 59Q: 3 clusters Score -1868574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1868584.250000 Penalty: 4720.403320
	Iteration 60F: 3 clusters Score -1868584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1868598.125000 Penalty: 4720.403320
	Iteration 61Q: 3 clusters Score -1868598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1868610.375000 Penalty: 4720.403320
	Iteration 62Q: 3 clusters Score -1868610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1868622.250000 Penalty: 4720.403320
	Iteration 63Q: 3 clusters Score -1868622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1868631.750000 Penalty: 4720.403320
	Iteration 64Q: 3 clusters Score -1868632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1868640.750000 Penalty: 4720.403320
	Iteration 65Q: 3 clusters Score -1868641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1868642.875000 Penalty: 4720.403320
	Iteration 66Q: 3 clusters Score -1868643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1868653.500000 Penalty: 4720.403320
	Iteration 67Q: 3 clusters Score -1868654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1868657.375000 Penalty: 4720.403320
	Iteration 68Q: 3 clusters Score -1868657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1868661.375000 Penalty: 4720.403320
	Iteration 69Q: 3 clusters Score -1868661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1868669.375000 Penalty: 4720.403320
	Iteration 70Q: 3 clusters Score -1868669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1868680.500000 Penalty: 4720.403320
	Iteration 71Q: 3 clusters Score -1868680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1868679.750000 Penalty: 4720.403320
	Iteration 72Q: 3 clusters Score -1868680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1868687.500000 Penalty: 4720.403320
	Iteration 73Q: 3 clusters Score -1868688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1868692.125000 Penalty: 4720.403320
	Iteration 74Q: 3 clusters Score -1868692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1868706.375000 Penalty: 4720.403320
	Iteration 75Q: 3 clusters Score -1868706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1868711.875000 Penalty: 4720.403320
	Iteration 76Q: 3 clusters Score -1868712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1868723.625000 Penalty: 4720.403320
	Iteration 77Q: 3 clusters Score -1868724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1868734.625000 Penalty: 4720.403320
	Iteration 78Q: 3 clusters Score -1868735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1868735.375000 Penalty: 4720.403320
	Iteration 79Q: 3 clusters Score -1868735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1868740.125000 Penalty: 4720.403320
	Iteration 80F: 3 clusters Score -1868740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1868744.250000 Penalty: 4720.403320
	Iteration 81Q: 3 clusters Score -1868744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1868751.000000 Penalty: 4720.403320
	Iteration 82Q: 3 clusters Score -1868751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1868756.500000 Penalty: 4720.403320
	Iteration 83Q: 3 clusters Score -1868756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1868758.750000 Penalty: 4720.403320
	Iteration 84Q: 3 clusters Score -1868759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1868764.625000 Penalty: 4720.403320
	Iteration 85Q: 3 clusters Score -1868765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1868766.375000 Penalty: 4720.403320
	Iteration 86Q: 3 clusters Score -1868766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1868770.125000 Penalty: 4720.403320
	Iteration 87Q: 3 clusters Score -1868770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1868773.875000 Penalty: 4720.403320
	Iteration 88Q: 3 clusters Score -1868774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1868778.500000 Penalty: 4720.403320
	Iteration 89Q: 3 clusters Score -1868778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1868780.375000 Penalty: 4720.403320
	Iteration 90Q: 3 clusters Score -1868780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1868782.500000 Penalty: 4720.403320
	Iteration 91Q: 3 clusters Score -1868782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1868783.750000 Penalty: 4720.403320
	Iteration 92Q: 3 clusters Score -1868784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1868789.250000 Penalty: 4720.403320
	Iteration 93Q: 3 clusters Score -1868789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1868794.625000 Penalty: 4720.403320
	Iteration 94Q: 3 clusters Score -1868795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1868796.875000 Penalty: 4720.403320
	Iteration 95Q: 3 clusters Score -1868797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1868796.500000 Penalty: 4720.403320
	Iteration 96Q: 3 clusters Score -1868796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1868802.250000 Penalty: 4720.403320
	Iteration 97Q: 3 clusters Score -1868802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1868803.875000 Penalty: 4720.403320
	Iteration 98Q: 3 clusters Score -1868804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1868805.625000 Penalty: 4720.403320
	Iteration 99Q: 3 clusters Score -1868806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1868806.000000 Penalty: 4720.403320
	Iteration 100F: 3 clusters Score -1868806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1868807.625000 Penalty: 4720.403320
	Iteration 101Q: 3 clusters Score -1868808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1868811.375000 Penalty: 4720.403320
	Iteration 102Q: 3 clusters Score -1868811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1868811.375000 Penalty: 4720.403320
	Iteration 103Q: 3 clusters Score -1868811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1868813.500000 Penalty: 4720.403320
	Iteration 104Q: 3 clusters Score -1868814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1868813.500000 Penalty: 4720.403320
	Iteration 105F: 3 clusters Score -1868814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -92901.117188 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -92901.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91151.898438 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -91151.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91565.429688 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -91565.43 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91856.164062 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -91856.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92030.351562 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -92030.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -92244.000000 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -92244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92402.992188 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -92402.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92486.500000 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -92486.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92581.585938 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -92581.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92772.429688 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -92772.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92929.125000 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -92929.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -93048.257812 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -93048.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -93115.281250 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -93115.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -93189.296875 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -93189.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -93298.531250 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -93298.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -93402.539062 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -93402.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93504.281250 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -93504.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93504.281250 Penalty: 3301.736328
	Iteration 16F: 3 clusters Score -93504.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 255963 members 
Mstep: Class 2 contains 49904 members 
Mstep: Class 3 contains 15527 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168503 members 
Mstep: Class 10 contains 41945 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 176298 members 
Mstep: Class 21 contains 93368 members 
Mstep: Class 22 contains 162472 members 
Mstep: Class 23 contains 19401 members 
Entering Unmasked Estep 
Score: -137422832.000000 Penalty: 65165.144531
Splitting cluster 6 changes total score from -137424016.000000 to -137422832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -125936.101562 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -125936.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124029.515625 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -124029.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -124642.734375 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -124642.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -124992.015625 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -124992 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125461.242188 Penalty: 3470.807617
	Iteration 3F: 3 clusters Score -125461.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125911.500000 Penalty: 3470.807617
	Iteration 4F: 3 clusters Score -125911.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -126172.843750 Penalty: 3470.807617
	Iteration 5F: 3 clusters Score -126172.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -126531.015625 Penalty: 3470.807617
	Iteration 6F: 3 clusters Score -126531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -126868.304688 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -126868.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -126932.648438 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -126932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -126948.093750 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -126948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -126954.351562 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -126954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -126958.093750 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -126958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -126965.031250 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -126965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -126976.140625 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -126976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -127003.625000 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -127003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -127022.882812 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -127022.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127045.101562 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -127045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127125.640625 Penalty: 3470.807617
	Iteration 17Q: 3 clusters Score -127125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -127127.367188 Penalty: 3470.807617
	Iteration 18Q: 3 clusters Score -127127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -127128.570312 Penalty: 3470.807617
	Iteration 19Q: 3 clusters Score -127128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -127130.070312 Penalty: 3470.807617
	Iteration 20F: 3 clusters Score -127130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 255963 members 
Mstep: Class 2 contains 49904 members 
Mstep: Class 3 contains 15527 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168503 members 
Mstep: Class 10 contains 41945 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 176298 members 
Mstep: Class 21 contains 93368 members 
Mstep: Class 22 contains 162472 members 
Mstep: Class 23 contains 19401 members 
Entering Unmasked Estep 
Score: -137423568.000000 Penalty: 65165.144531
Splitting cluster 7 changes total score from -137424016.000000 to -137423568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -163212.343750 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -163212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -161102.078125 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -161102.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -161471.109375 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -161471.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161606.687500 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -161606.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -161689.953125 Penalty: 3530.536133
	Iteration 3Q: 3 clusters Score -161690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161733.390625 Penalty: 3530.536133
	Iteration 4Q: 3 clusters Score -161733.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161754.406250 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -161754.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -161761.765625 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -161761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161768.546875 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -161768.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161770.265625 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -161770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161770.937500 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -161770.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161771.843750 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -161771.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161774.671875 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -161774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161778.812500 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -161778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161785.875000 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -161785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -161795.562500 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -161795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -161799.046875 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -161799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -161802.203125 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -161802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -161803.796875 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -161803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -161807.796875 Penalty: 3530.536133
	Iteration 18Q: 3 clusters Score -161807.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -161813.921875 Penalty: 3530.536133
	Iteration 19Q: 3 clusters Score -161813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -161814.562500 Penalty: 3530.536133
	Iteration 20F: 3 clusters Score -161814.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (168503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168503 members 
Entering Unmasked Estep 
Score: -23271894.000000 Penalty: 2984.607910
	Iteration 0F: 2 clusters Score -2.327189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -23164120.000000 Penalty: 5969.215820
	Iteration 0F: 3 clusters Score -2.316412e+07 nChanged 80766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -23211570.000000 Penalty: 5969.215820
	Iteration 1F: 3 clusters Score -2.321157e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81710 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -23212666.000000 Penalty: 5969.215820
	Iteration 2Q: 3 clusters Score -2.321267e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -23214216.000000 Penalty: 5969.215820
	Iteration 3Q: 3 clusters Score -2.321422e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78250 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -23216238.000000 Penalty: 5969.215820
	Iteration 4Q: 3 clusters Score -2.321624e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -23219144.000000 Penalty: 5969.215820
	Iteration 5Q: 3 clusters Score -2.321914e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -23223106.000000 Penalty: 5969.215820
	Iteration 6Q: 3 clusters Score -2.322311e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -23229042.000000 Penalty: 5969.215820
	Iteration 7F: 3 clusters Score -2.322904e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -23237154.000000 Penalty: 5969.215820
	Iteration 8F: 3 clusters Score -2.323715e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 111870 members 
Entering Unmasked Estep 
Score: -23246482.000000 Penalty: 5969.215820
	Iteration 9F: 3 clusters Score -2.324648e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 115568 members 
Entering Unmasked Estep 
Score: -23253748.000000 Penalty: 5969.215820
	Iteration 10F: 3 clusters Score -2.325375e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 118084 members 
Entering Unmasked Estep 
Score: -23257042.000000 Penalty: 5969.215820
	Iteration 11Q: 3 clusters Score -2.325704e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 120323 members 
Entering Unmasked Estep 
Score: -23258746.000000 Penalty: 5969.215820
	Iteration 12Q: 3 clusters Score -2.325875e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 122542 members 
Entering Unmasked Estep 
Score: -23260072.000000 Penalty: 5969.215820
	Iteration 13Q: 3 clusters Score -2.326007e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 124766 members 
Entering Unmasked Estep 
Score: -23261448.000000 Penalty: 5969.215820
	Iteration 14Q: 3 clusters Score -2.326145e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 126915 members 
Entering Unmasked Estep 
Score: -23262604.000000 Penalty: 5969.215820
	Iteration 15Q: 3 clusters Score -2.32626e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 128986 members 
Entering Unmasked Estep 
Score: -23263716.000000 Penalty: 5969.215820
	Iteration 16Q: 3 clusters Score -2.326372e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 130916 members 
Entering Unmasked Estep 
Score: -23264702.000000 Penalty: 5969.215820
	Iteration 17Q: 3 clusters Score -2.32647e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 132811 members 
Entering Unmasked Estep 
Score: -23265712.000000 Penalty: 5969.215820
	Iteration 18Q: 3 clusters Score -2.326571e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 134707 members 
Entering Unmasked Estep 
Score: -23266446.000000 Penalty: 5969.215820
	Iteration 19Q: 3 clusters Score -2.326645e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 136574 members 
Entering Unmasked Estep 
Score: -23266966.000000 Penalty: 5969.215820
	Iteration 20F: 3 clusters Score -2.326697e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 138455 members 
Entering Unmasked Estep 
Score: -23267530.000000 Penalty: 5969.215820
	Iteration 21Q: 3 clusters Score -2.326753e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 140257 members 
Entering Unmasked Estep 
Score: -23268008.000000 Penalty: 5969.215820
	Iteration 22Q: 3 clusters Score -2.326801e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 142039 members 
Entering Unmasked Estep 
Score: -23268546.000000 Penalty: 5969.215820
	Iteration 23Q: 3 clusters Score -2.326855e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 143888 members 
Entering Unmasked Estep 
Score: -23268996.000000 Penalty: 5969.215820
	Iteration 24Q: 3 clusters Score -2.3269e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 145676 members 
Entering Unmasked Estep 
Score: -23269466.000000 Penalty: 5969.215820
	Iteration 25Q: 3 clusters Score -2.326947e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -23269970.000000 Penalty: 5969.215820
	Iteration 26Q: 3 clusters Score -2.326997e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -23270218.000000 Penalty: 5969.215820
	Iteration 27Q: 3 clusters Score -2.327022e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 150676 members 
Entering Unmasked Estep 
Score: -23270460.000000 Penalty: 5969.215820
	Iteration 28Q: 3 clusters Score -2.327046e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 152106 members 
Entering Unmasked Estep 
Score: -23270530.000000 Penalty: 5969.215820
	Iteration 29Q: 3 clusters Score -2.327053e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 153401 members 
Entering Unmasked Estep 
Score: -23270720.000000 Penalty: 5969.215820
	Iteration 30Q: 3 clusters Score -2.327072e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 154603 members 
Entering Unmasked Estep 
Score: -23270832.000000 Penalty: 5969.215820
	Iteration 31Q: 3 clusters Score -2.327083e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 155749 members 
Entering Unmasked Estep 
Score: -23270904.000000 Penalty: 5969.215820
	Iteration 32Q: 3 clusters Score -2.32709e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 156853 members 
Entering Unmasked Estep 
Score: -23271022.000000 Penalty: 5969.215820
	Iteration 33Q: 3 clusters Score -2.327102e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 157882 members 
Entering Unmasked Estep 
Score: -23271138.000000 Penalty: 5969.215820
	Iteration 34Q: 3 clusters Score -2.327114e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 158812 members 
Entering Unmasked Estep 
Score: -23271168.000000 Penalty: 5969.215820
	Iteration 35Q: 3 clusters Score -2.327117e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 159613 members 
Entering Unmasked Estep 
Score: -23271242.000000 Penalty: 5969.215820
	Iteration 36Q: 3 clusters Score -2.327124e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 160303 members 
Entering Unmasked Estep 
Score: -23271352.000000 Penalty: 5969.215820
	Iteration 37Q: 3 clusters Score -2.327135e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 160900 members 
Entering Unmasked Estep 
Score: -23271450.000000 Penalty: 5969.215820
	Iteration 38Q: 3 clusters Score -2.327145e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 161439 members 
Entering Unmasked Estep 
Score: -23271436.000000 Penalty: 5969.215820
	Iteration 39Q: 3 clusters Score -2.327144e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 161912 members 
Entering Unmasked Estep 
Score: -23271504.000000 Penalty: 5969.215820
	Iteration 40F: 3 clusters Score -2.32715e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 162348 members 
Entering Unmasked Estep 
Score: -23271454.000000 Penalty: 5969.215820
	Iteration 41Q: 3 clusters Score -2.327145e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 162746 members 
Entering Unmasked Estep 
Score: -23271430.000000 Penalty: 5969.215820
	Iteration 42Q: 3 clusters Score -2.327143e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 163059 members 
Entering Unmasked Estep 
Score: -23271368.000000 Penalty: 5969.215820
	Iteration 43Q: 3 clusters Score -2.327137e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 163343 members 
Entering Unmasked Estep 
Score: -23271344.000000 Penalty: 5969.215820
	Iteration 44Q: 3 clusters Score -2.327134e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 163599 members 
Entering Unmasked Estep 
Score: -23271282.000000 Penalty: 5969.215820
	Iteration 45Q: 3 clusters Score -2.327128e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 163829 members 
Entering Unmasked Estep 
Score: -23271284.000000 Penalty: 5969.215820
	Iteration 46Q: 3 clusters Score -2.327128e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 163997 members 
Entering Unmasked Estep 
Score: -23271290.000000 Penalty: 5969.215820
	Iteration 47Q: 3 clusters Score -2.327129e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 164146 members 
Entering Unmasked Estep 
Score: -23271250.000000 Penalty: 5969.215820
	Iteration 48Q: 3 clusters Score -2.327125e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 164262 members 
Entering Unmasked Estep 
Score: -23271212.000000 Penalty: 5969.215820
	Iteration 49Q: 3 clusters Score -2.327121e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 164361 members 
Entering Unmasked Estep 
Score: -23271176.000000 Penalty: 5969.215820
	Iteration 50Q: 3 clusters Score -2.327118e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 164444 members 
Entering Unmasked Estep 
Score: -23271164.000000 Penalty: 5969.215820
	Iteration 51Q: 3 clusters Score -2.327116e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 164516 members 
Entering Unmasked Estep 
Score: -23271130.000000 Penalty: 5969.215820
	Iteration 52Q: 3 clusters Score -2.327113e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 164574 members 
Entering Unmasked Estep 
Score: -23271060.000000 Penalty: 5969.215820
	Iteration 53Q: 3 clusters Score -2.327106e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 164628 members 
Entering Unmasked Estep 
Score: -23271046.000000 Penalty: 5969.215820
	Iteration 54Q: 3 clusters Score -2.327105e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 164686 members 
Entering Unmasked Estep 
Score: -23271020.000000 Penalty: 5969.215820
	Iteration 55Q: 3 clusters Score -2.327102e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 164738 members 
Entering Unmasked Estep 
Score: -23271020.000000 Penalty: 5969.215820
	Iteration 56Q: 3 clusters Score -2.327102e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 164793 members 
Entering Unmasked Estep 
Score: -23271004.000000 Penalty: 5969.215820
	Iteration 57Q: 3 clusters Score -2.3271e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 164843 members 
Entering Unmasked Estep 
Score: -23271000.000000 Penalty: 5969.215820
	Iteration 58Q: 3 clusters Score -2.3271e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 164876 members 
Entering Unmasked Estep 
Score: -23270978.000000 Penalty: 5969.215820
	Iteration 59Q: 3 clusters Score -2.327098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 164898 members 
Entering Unmasked Estep 
Score: -23270994.000000 Penalty: 5969.215820
	Iteration 60F: 3 clusters Score -2.327099e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 164920 members 
Entering Unmasked Estep 
Score: -23270982.000000 Penalty: 5969.215820
	Iteration 61Q: 3 clusters Score -2.327098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 164937 members 
Entering Unmasked Estep 
Score: -23270994.000000 Penalty: 5969.215820
	Iteration 62Q: 3 clusters Score -2.327099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 164955 members 
Entering Unmasked Estep 
Score: -23270996.000000 Penalty: 5969.215820
	Iteration 63Q: 3 clusters Score -2.3271e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -23270982.000000 Penalty: 5969.215820
	Iteration 64Q: 3 clusters Score -2.327098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -23270982.000000 Penalty: 5969.215820
	Iteration 65Q: 3 clusters Score -2.327098e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 165029 members 
Entering Unmasked Estep 
Score: -23271010.000000 Penalty: 5969.215820
	Iteration 66Q: 3 clusters Score -2.327101e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 165050 members 
Entering Unmasked Estep 
Score: -23271004.000000 Penalty: 5969.215820
	Iteration 67Q: 3 clusters Score -2.3271e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -23270992.000000 Penalty: 5969.215820
	Iteration 68Q: 3 clusters Score -2.327099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 165101 members 
Entering Unmasked Estep 
Score: -23271006.000000 Penalty: 5969.215820
	Iteration 69Q: 3 clusters Score -2.327101e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 165128 members 
Entering Unmasked Estep 
Score: -23271014.000000 Penalty: 5969.215820
	Iteration 70Q: 3 clusters Score -2.327101e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 165157 members 
Entering Unmasked Estep 
Score: -23271030.000000 Penalty: 5969.215820
	Iteration 71Q: 3 clusters Score -2.327103e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -23271010.000000 Penalty: 5969.215820
	Iteration 72Q: 3 clusters Score -2.327101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -23271028.000000 Penalty: 5969.215820
	Iteration 73Q: 3 clusters Score -2.327103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 165201 members 
Entering Unmasked Estep 
Score: -23271012.000000 Penalty: 5969.215820
	Iteration 74Q: 3 clusters Score -2.327101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 165211 members 
Entering Unmasked Estep 
Score: -23271010.000000 Penalty: 5969.215820
	Iteration 75Q: 3 clusters Score -2.327101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 165216 members 
Entering Unmasked Estep 
Score: -23271014.000000 Penalty: 5969.215820
	Iteration 76Q: 3 clusters Score -2.327101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 165222 members 
Entering Unmasked Estep 
Score: -23271002.000000 Penalty: 5969.215820
	Iteration 77Q: 3 clusters Score -2.3271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 165227 members 
Entering Unmasked Estep 
Score: -23271014.000000 Penalty: 5969.215820
	Iteration 78Q: 3 clusters Score -2.327101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 165234 members 
Entering Unmasked Estep 
Score: -23271002.000000 Penalty: 5969.215820
	Iteration 79Q: 3 clusters Score -2.3271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 165241 members 
Entering Unmasked Estep 
Score: -23270992.000000 Penalty: 5969.215820
	Iteration 80F: 3 clusters Score -2.327099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 165247 members 
Entering Unmasked Estep 
Score: -23271000.000000 Penalty: 5969.215820
	Iteration 81Q: 3 clusters Score -2.3271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 165250 members 
Entering Unmasked Estep 
Score: -23271010.000000 Penalty: 5969.215820
	Iteration 82Q: 3 clusters Score -2.327101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 165253 members 
Entering Unmasked Estep 
Score: -23271016.000000 Penalty: 5969.215820
	Iteration 83Q: 3 clusters Score -2.327102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -23271016.000000 Penalty: 5969.215820
	Iteration 84Q: 3 clusters Score -2.327102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -23271018.000000 Penalty: 5969.215820
	Iteration 85Q: 3 clusters Score -2.327102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 165256 members 
Entering Unmasked Estep 
Score: -23271016.000000 Penalty: 5969.215820
	Iteration 86Q: 3 clusters Score -2.327102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 165256 members 
Entering Unmasked Estep 
Score: -23271016.000000 Penalty: 5969.215820
	Iteration 87F: 3 clusters Score -2.327102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Entering Unmasked Estep 
Score: -5842417.500000 Penalty: 2639.740479
	Iteration 0F: 2 clusters Score -5842418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -5814120.500000 Penalty: 5279.480957
	Iteration 0F: 3 clusters Score -5814120 nChanged 19226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -5824725.500000 Penalty: 5279.480957
	Iteration 1F: 3 clusters Score -5824726 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5825427.000000 Penalty: 5279.480957
	Iteration 2Q: 3 clusters Score -5825427 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -5826153.500000 Penalty: 5279.480957
	Iteration 3Q: 3 clusters Score -5826154 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -5827090.000000 Penalty: 5279.480957
	Iteration 4Q: 3 clusters Score -5827090 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -5828070.000000 Penalty: 5279.480957
	Iteration 5Q: 3 clusters Score -5828070 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -5829137.000000 Penalty: 5279.480957
	Iteration 6Q: 3 clusters Score -5829137 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -5830293.500000 Penalty: 5279.480957
	Iteration 7Q: 3 clusters Score -5830294 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -5831534.500000 Penalty: 5279.480957
	Iteration 8Q: 3 clusters Score -5831534 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -5832887.500000 Penalty: 5279.480957
	Iteration 9Q: 3 clusters Score -5832888 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -5834112.000000 Penalty: 5279.480957
	Iteration 10Q: 3 clusters Score -5834112 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -5835139.000000 Penalty: 5279.480957
	Iteration 11Q: 3 clusters Score -5835139 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -5835925.000000 Penalty: 5279.480957
	Iteration 12Q: 3 clusters Score -5835925 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -5836431.000000 Penalty: 5279.480957
	Iteration 13Q: 3 clusters Score -5836431 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -5836681.000000 Penalty: 5279.480957
	Iteration 14Q: 3 clusters Score -5836681 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -5836858.500000 Penalty: 5279.480957
	Iteration 15Q: 3 clusters Score -5836858 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -5836943.500000 Penalty: 5279.480957
	Iteration 16Q: 3 clusters Score -5836944 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -5837035.500000 Penalty: 5279.480957
	Iteration 17Q: 3 clusters Score -5837036 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -5837158.000000 Penalty: 5279.480957
	Iteration 18Q: 3 clusters Score -5837158 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5837233.500000 Penalty: 5279.480957
	Iteration 19Q: 3 clusters Score -5837234 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -5837309.000000 Penalty: 5279.480957
	Iteration 20F: 3 clusters Score -5837309 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -5837381.500000 Penalty: 5279.480957
	Iteration 21Q: 3 clusters Score -5837382 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -5837481.500000 Penalty: 5279.480957
	Iteration 22Q: 3 clusters Score -5837482 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -5837580.500000 Penalty: 5279.480957
	Iteration 23Q: 3 clusters Score -5837580 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -5837661.000000 Penalty: 5279.480957
	Iteration 24Q: 3 clusters Score -5837661 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -5837766.500000 Penalty: 5279.480957
	Iteration 25Q: 3 clusters Score -5837766 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5837855.000000 Penalty: 5279.480957
	Iteration 26Q: 3 clusters Score -5837855 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -5837920.000000 Penalty: 5279.480957
	Iteration 27Q: 3 clusters Score -5837920 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -5838005.000000 Penalty: 5279.480957
	Iteration 28Q: 3 clusters Score -5838005 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -5838074.500000 Penalty: 5279.480957
	Iteration 29Q: 3 clusters Score -5838074 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -5838190.500000 Penalty: 5279.480957
	Iteration 30Q: 3 clusters Score -5838190 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -5838297.000000 Penalty: 5279.480957
	Iteration 31Q: 3 clusters Score -5838297 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -5838375.500000 Penalty: 5279.480957
	Iteration 32Q: 3 clusters Score -5838376 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -5838471.500000 Penalty: 5279.480957
	Iteration 33Q: 3 clusters Score -5838472 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -5838604.500000 Penalty: 5279.480957
	Iteration 34Q: 3 clusters Score -5838604 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -5838709.500000 Penalty: 5279.480957
	Iteration 35Q: 3 clusters Score -5838710 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -5838832.000000 Penalty: 5279.480957
	Iteration 36Q: 3 clusters Score -5838832 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -5838927.000000 Penalty: 5279.480957
	Iteration 37Q: 3 clusters Score -5838927 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -5839016.000000 Penalty: 5279.480957
	Iteration 38Q: 3 clusters Score -5839016 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -5839118.000000 Penalty: 5279.480957
	Iteration 39Q: 3 clusters Score -5839118 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -5839220.500000 Penalty: 5279.480957
	Iteration 40F: 3 clusters Score -5839220 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -5839311.000000 Penalty: 5279.480957
	Iteration 41Q: 3 clusters Score -5839311 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -5839395.000000 Penalty: 5279.480957
	Iteration 42Q: 3 clusters Score -5839395 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -5839462.000000 Penalty: 5279.480957
	Iteration 43Q: 3 clusters Score -5839462 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -5839523.000000 Penalty: 5279.480957
	Iteration 44Q: 3 clusters Score -5839523 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -5839589.500000 Penalty: 5279.480957
	Iteration 45Q: 3 clusters Score -5839590 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -5839656.000000 Penalty: 5279.480957
	Iteration 46Q: 3 clusters Score -5839656 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -5839693.500000 Penalty: 5279.480957
	Iteration 47Q: 3 clusters Score -5839694 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -5839737.500000 Penalty: 5279.480957
	Iteration 48Q: 3 clusters Score -5839738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -5839798.000000 Penalty: 5279.480957
	Iteration 49Q: 3 clusters Score -5839798 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -5839847.000000 Penalty: 5279.480957
	Iteration 50Q: 3 clusters Score -5839847 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -5839877.500000 Penalty: 5279.480957
	Iteration 51Q: 3 clusters Score -5839878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5839903.500000 Penalty: 5279.480957
	Iteration 52Q: 3 clusters Score -5839904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -5839911.000000 Penalty: 5279.480957
	Iteration 53Q: 3 clusters Score -5839911 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -5839933.000000 Penalty: 5279.480957
	Iteration 54Q: 3 clusters Score -5839933 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -5839954.500000 Penalty: 5279.480957
	Iteration 55Q: 3 clusters Score -5839954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5839975.500000 Penalty: 5279.480957
	Iteration 56Q: 3 clusters Score -5839976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -5839993.500000 Penalty: 5279.480957
	Iteration 57Q: 3 clusters Score -5839994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -5840005.500000 Penalty: 5279.480957
	Iteration 58Q: 3 clusters Score -5840006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -5840025.500000 Penalty: 5279.480957
	Iteration 59Q: 3 clusters Score -5840026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -5840032.500000 Penalty: 5279.480957
	Iteration 60F: 3 clusters Score -5840032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5840050.500000 Penalty: 5279.480957
	Iteration 61Q: 3 clusters Score -5840050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -5840049.500000 Penalty: 5279.480957
	Iteration 62Q: 3 clusters Score -5840050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -5840071.000000 Penalty: 5279.480957
	Iteration 63Q: 3 clusters Score -5840071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -5840078.500000 Penalty: 5279.480957
	Iteration 64Q: 3 clusters Score -5840078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -5840073.500000 Penalty: 5279.480957
	Iteration 65Q: 3 clusters Score -5840074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -5840079.500000 Penalty: 5279.480957
	Iteration 66Q: 3 clusters Score -5840080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5840083.500000 Penalty: 5279.480957
	Iteration 67Q: 3 clusters Score -5840084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -5840086.000000 Penalty: 5279.480957
	Iteration 68Q: 3 clusters Score -5840086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -5840098.500000 Penalty: 5279.480957
	Iteration 69Q: 3 clusters Score -5840098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -5840097.000000 Penalty: 5279.480957
	Iteration 70Q: 3 clusters Score -5840097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -5840100.500000 Penalty: 5279.480957
	Iteration 71Q: 3 clusters Score -5840100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -5840099.000000 Penalty: 5279.480957
	Iteration 72Q: 3 clusters Score -5840099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -5840108.500000 Penalty: 5279.480957
	Iteration 73Q: 3 clusters Score -5840108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5840111.500000 Penalty: 5279.480957
	Iteration 74Q: 3 clusters Score -5840112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -5840115.000000 Penalty: 5279.480957
	Iteration 75Q: 3 clusters Score -5840115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -5840114.500000 Penalty: 5279.480957
	Iteration 76Q: 3 clusters Score -5840114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5840117.000000 Penalty: 5279.480957
	Iteration 77Q: 3 clusters Score -5840117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5840121.000000 Penalty: 5279.480957
	Iteration 78Q: 3 clusters Score -5840121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -5840118.500000 Penalty: 5279.480957
	Iteration 79Q: 3 clusters Score -5840118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -5840121.000000 Penalty: 5279.480957
	Iteration 80F: 3 clusters Score -5840121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -5840120.000000 Penalty: 5279.480957
	Iteration 81Q: 3 clusters Score -5840120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -5840123.500000 Penalty: 5279.480957
	Iteration 82Q: 3 clusters Score -5840124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -5840120.500000 Penalty: 5279.480957
	Iteration 83Q: 3 clusters Score -5840120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5840118.500000 Penalty: 5279.480957
	Iteration 84Q: 3 clusters Score -5840118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5840118.500000 Penalty: 5279.480957
	Iteration 85F: 3 clusters Score -5840118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -93225.625000 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -93225.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91529.640625 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -91529.64 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92069.273438 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -92069.27 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -92767.828125 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -92767.83 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -93475.804688 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -93475.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -93848.593750 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -93848.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -93976.976562 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -93976.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -94042.937500 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -94042.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -94087.242188 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -94087.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -94099.164062 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -94099.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -94111.773438 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -94111.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -94124.218750 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -94124.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -94127.281250 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -94127.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -94130.898438 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -94130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -94134.507812 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -94134.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -94141.625000 Penalty: 3313.704102
	Iteration 14Q: 3 clusters Score -94141.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -94141.625000 Penalty: 3313.704102
	Iteration 15F: 3 clusters Score -94141.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 255963 members 
Mstep: Class 2 contains 49904 members 
Mstep: Class 3 contains 15527 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168503 members 
Mstep: Class 10 contains 41945 members 
Mstep: Class 11 contains 102 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 176298 members 
Mstep: Class 21 contains 93368 members 
Mstep: Class 22 contains 162472 members 
Mstep: Class 23 contains 19401 members 
Entering Unmasked Estep 
Score: -137423184.000000 Penalty: 65165.144531
Splitting cluster 12 changes total score from -137424016.000000 to -137423184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -140118.375000 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -140118.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -138115.109375 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -138115.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -138564.515625 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -138564.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -138784.609375 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -138784.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -138978.343750 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -138978.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139266.546875 Penalty: 3480.238281
	Iteration 4F: 3 clusters Score -139266.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139489.203125 Penalty: 3480.238281
	Iteration 5F: 3 clusters Score -139489.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139661.062500 Penalty: 3480.238281
	Iteration 6F: 3 clusters Score -139661.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -139777.718750 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -139777.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -139848.859375 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -139848.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139896.156250 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -139896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -139905.828125 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -139905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -139912.875000 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -139912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -139914.812500 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -139914.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -139914.812500 Penalty: 3480.238281
	Iteration 13F: 3 clusters Score -139914.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -221284.562500 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -221284.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -218959.250000 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -218959.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219974.843750 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -219974.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -221666.734375 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -221666.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -223497.281250 Penalty: 3696.679199
	Iteration 3F: 3 clusters Score -223497.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -223958.281250 Penalty: 3696.679199
	Iteration 4Q: 3 clusters Score -223958.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -224259.890625 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -224259.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -224723.062500 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -224723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -224726.375000 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -224726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -224726.375000 Penalty: 3696.679199
	Iteration 8F: 3 clusters Score -224726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 255963 members 
Mstep: Class 2 contains 49904 members 
Mstep: Class 3 contains 15527 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168503 members 
Mstep: Class 10 contains 41945 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 176298 members 
Mstep: Class 21 contains 93368 members 
Mstep: Class 22 contains 162472 members 
Mstep: Class 23 contains 19401 members 
Entering Unmasked Estep 
Score: -137426032.000000 Penalty: 65165.144531
Splitting cluster 14 changes total score from -137424016.000000 to -137426032.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 16 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -364300.687500 Penalty: 1971.724609
	Iteration 0F: 2 clusters Score -364300.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -361096.531250 Penalty: 3943.449219
	Iteration 0F: 3 clusters Score -361096.5 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -361720.875000 Penalty: 3943.449219
	Iteration 1F: 3 clusters Score -361720.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -361879.312500 Penalty: 3943.449219
	Iteration 2F: 3 clusters Score -361879.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -361970.593750 Penalty: 3943.449219
	Iteration 3Q: 3 clusters Score -361970.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -362032.187500 Penalty: 3943.449219
	Iteration 4Q: 3 clusters Score -362032.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -362071.781250 Penalty: 3943.449219
	Iteration 5Q: 3 clusters Score -362071.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -362098.562500 Penalty: 3943.449219
	Iteration 6Q: 3 clusters Score -362098.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -362119.062500 Penalty: 3943.449219
	Iteration 7Q: 3 clusters Score -362119.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -362135.593750 Penalty: 3943.449219
	Iteration 8Q: 3 clusters Score -362135.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -362150.625000 Penalty: 3943.449219
	Iteration 9Q: 3 clusters Score -362150.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -362160.500000 Penalty: 3943.449219
	Iteration 10Q: 3 clusters Score -362160.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -362171.062500 Penalty: 3943.449219
	Iteration 11Q: 3 clusters Score -362171.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -362180.125000 Penalty: 3943.449219
	Iteration 12Q: 3 clusters Score -362180.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -362188.062500 Penalty: 3943.449219
	Iteration 13Q: 3 clusters Score -362188.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -362196.718750 Penalty: 3943.449219
	Iteration 14Q: 3 clusters Score -362196.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -362209.875000 Penalty: 3943.449219
	Iteration 15Q: 3 clusters Score -362209.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -362217.187500 Penalty: 3943.449219
	Iteration 16Q: 3 clusters Score -362217.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -362221.781250 Penalty: 3943.449219
	Iteration 17Q: 3 clusters Score -362221.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -362224.937500 Penalty: 3943.449219
	Iteration 18Q: 3 clusters Score -362224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -362228.281250 Penalty: 3943.449219
	Iteration 19Q: 3 clusters Score -362228.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -362231.031250 Penalty: 3943.449219
	Iteration 20F: 3 clusters Score -362231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -362233.250000 Penalty: 3943.449219
	Iteration 21Q: 3 clusters Score -362233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -362235.906250 Penalty: 3943.449219
	Iteration 22Q: 3 clusters Score -362235.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -362237.281250 Penalty: 3943.449219
	Iteration 23Q: 3 clusters Score -362237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -362239.093750 Penalty: 3943.449219
	Iteration 24Q: 3 clusters Score -362239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -362240.156250 Penalty: 3943.449219
	Iteration 25Q: 3 clusters Score -362240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -362241.000000 Penalty: 3943.449219
	Iteration 26Q: 3 clusters Score -362241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -362241.343750 Penalty: 3943.449219
	Iteration 27Q: 3 clusters Score -362241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -362241.312500 Penalty: 3943.449219
	Iteration 28Q: 3 clusters Score -362241.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -362243.250000 Penalty: 3943.449219
	Iteration 29Q: 3 clusters Score -362243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -362246.156250 Penalty: 3943.449219
	Iteration 30Q: 3 clusters Score -362246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -362249.250000 Penalty: 3943.449219
	Iteration 31Q: 3 clusters Score -362249.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -362251.468750 Penalty: 3943.449219
	Iteration 32Q: 3 clusters Score -362251.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -362255.187500 Penalty: 3943.449219
	Iteration 33Q: 3 clusters Score -362255.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -362259.718750 Penalty: 3943.449219
	Iteration 34Q: 3 clusters Score -362259.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -362265.218750 Penalty: 3943.449219
	Iteration 35Q: 3 clusters Score -362265.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -362274.093750 Penalty: 3943.449219
	Iteration 36Q: 3 clusters Score -362274.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -362282.968750 Penalty: 3943.449219
	Iteration 37Q: 3 clusters Score -362283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -362288.343750 Penalty: 3943.449219
	Iteration 38Q: 3 clusters Score -362288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -362292.781250 Penalty: 3943.449219
	Iteration 39Q: 3 clusters Score -362292.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -362295.781250 Penalty: 3943.449219
	Iteration 40F: 3 clusters Score -362295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -362303.062500 Penalty: 3943.449219
	Iteration 41Q: 3 clusters Score -362303.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -362309.281250 Penalty: 3943.449219
	Iteration 42Q: 3 clusters Score -362309.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -362313.156250 Penalty: 3943.449219
	Iteration 43Q: 3 clusters Score -362313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -362318.218750 Penalty: 3943.449219
	Iteration 44Q: 3 clusters Score -362318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -362320.906250 Penalty: 3943.449219
	Iteration 45Q: 3 clusters Score -362320.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -362326.250000 Penalty: 3943.449219
	Iteration 46Q: 3 clusters Score -362326.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -362331.687500 Penalty: 3943.449219
	Iteration 47Q: 3 clusters Score -362331.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -362339.437500 Penalty: 3943.449219
	Iteration 48Q: 3 clusters Score -362339.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -362348.937500 Penalty: 3943.449219
	Iteration 49Q: 3 clusters Score -362348.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -362354.500000 Penalty: 3943.449219
	Iteration 50Q: 3 clusters Score -362354.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -362358.593750 Penalty: 3943.449219
	Iteration 51Q: 3 clusters Score -362358.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -362361.250000 Penalty: 3943.449219
	Iteration 52Q: 3 clusters Score -362361.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -362364.031250 Penalty: 3943.449219
	Iteration 53Q: 3 clusters Score -362364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -362366.093750 Penalty: 3943.449219
	Iteration 54Q: 3 clusters Score -362366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -362367.312500 Penalty: 3943.449219
	Iteration 55Q: 3 clusters Score -362367.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -362368.343750 Penalty: 3943.449219
	Iteration 56Q: 3 clusters Score -362368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -362369.750000 Penalty: 3943.449219
	Iteration 57Q: 3 clusters Score -362369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -362371.968750 Penalty: 3943.449219
	Iteration 58Q: 3 clusters Score -362372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -362374.875000 Penalty: 3943.449219
	Iteration 59Q: 3 clusters Score -362374.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -362377.375000 Penalty: 3943.449219
	Iteration 60F: 3 clusters Score -362377.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -362380.281250 Penalty: 3943.449219
	Iteration 61Q: 3 clusters Score -362380.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -362383.343750 Penalty: 3943.449219
	Iteration 62Q: 3 clusters Score -362383.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -362387.125000 Penalty: 3943.449219
	Iteration 63Q: 3 clusters Score -362387.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -362392.843750 Penalty: 3943.449219
	Iteration 64Q: 3 clusters Score -362392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -362402.093750 Penalty: 3943.449219
	Iteration 65Q: 3 clusters Score -362402.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -362411.031250 Penalty: 3943.449219
	Iteration 66Q: 3 clusters Score -362411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -362416.187500 Penalty: 3943.449219
	Iteration 67Q: 3 clusters Score -362416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -362419.281250 Penalty: 3943.449219
	Iteration 68Q: 3 clusters Score -362419.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -362422.468750 Penalty: 3943.449219
	Iteration 69Q: 3 clusters Score -362422.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -362425.062500 Penalty: 3943.449219
	Iteration 70Q: 3 clusters Score -362425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -362429.937500 Penalty: 3943.449219
	Iteration 71Q: 3 clusters Score -362429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -362433.125000 Penalty: 3943.449219
	Iteration 72Q: 3 clusters Score -362433.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -362438.531250 Penalty: 3943.449219
	Iteration 73Q: 3 clusters Score -362438.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -362441.812500 Penalty: 3943.449219
	Iteration 74Q: 3 clusters Score -362441.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -362447.406250 Penalty: 3943.449219
	Iteration 75Q: 3 clusters Score -362447.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -362457.875000 Penalty: 3943.449219
	Iteration 76Q: 3 clusters Score -362457.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -362467.031250 Penalty: 3943.449219
	Iteration 77Q: 3 clusters Score -362467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -362477.718750 Penalty: 3943.449219
	Iteration 78Q: 3 clusters Score -362477.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -362493.156250 Penalty: 3943.449219
	Iteration 79Q: 3 clusters Score -362493.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -362509.218750 Penalty: 3943.449219
	Iteration 80F: 3 clusters Score -362509.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -362530.437500 Penalty: 3943.449219
	Iteration 81Q: 3 clusters Score -362530.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -362558.218750 Penalty: 3943.449219
	Iteration 82Q: 3 clusters Score -362558.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -362590.031250 Penalty: 3943.449219
	Iteration 83Q: 3 clusters Score -362590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -362622.656250 Penalty: 3943.449219
	Iteration 84Q: 3 clusters Score -362622.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -362658.281250 Penalty: 3943.449219
	Iteration 85Q: 3 clusters Score -362658.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -362687.531250 Penalty: 3943.449219
	Iteration 86Q: 3 clusters Score -362687.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -362713.281250 Penalty: 3943.449219
	Iteration 87Q: 3 clusters Score -362713.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -362728.156250 Penalty: 3943.449219
	Iteration 88Q: 3 clusters Score -362728.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -362743.937500 Penalty: 3943.449219
	Iteration 89Q: 3 clusters Score -362743.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -362769.781250 Penalty: 3943.449219
	Iteration 90Q: 3 clusters Score -362769.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -362809.531250 Penalty: 3943.449219
	Iteration 91Q: 3 clusters Score -362809.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -362846.750000 Penalty: 3943.449219
	Iteration 92Q: 3 clusters Score -362846.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -362878.687500 Penalty: 3943.449219
	Iteration 93Q: 3 clusters Score -362878.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -362914.656250 Penalty: 3943.449219
	Iteration 94Q: 3 clusters Score -362914.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -362953.843750 Penalty: 3943.449219
	Iteration 95Q: 3 clusters Score -362953.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -362994.625000 Penalty: 3943.449219
	Iteration 96Q: 3 clusters Score -362994.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -363030.312500 Penalty: 3943.449219
	Iteration 97Q: 3 clusters Score -363030.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -363058.937500 Penalty: 3943.449219
	Iteration 98Q: 3 clusters Score -363058.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -363083.312500 Penalty: 3943.449219
	Iteration 99Q: 3 clusters Score -363083.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -363106.531250 Penalty: 3943.449219
	Iteration 100F: 3 clusters Score -363106.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -363124.437500 Penalty: 3943.449219
	Iteration 101Q: 3 clusters Score -363124.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -363136.968750 Penalty: 3943.449219
	Iteration 102Q: 3 clusters Score -363137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -363143.156250 Penalty: 3943.449219
	Iteration 103Q: 3 clusters Score -363143.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -363148.500000 Penalty: 3943.449219
	Iteration 104Q: 3 clusters Score -363148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -363150.531250 Penalty: 3943.449219
	Iteration 105Q: 3 clusters Score -363150.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -363151.593750 Penalty: 3943.449219
	Iteration 106Q: 3 clusters Score -363151.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -363151.593750 Penalty: 3943.449219
	Iteration 107F: 3 clusters Score -363151.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (176298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176298 members 
Entering Unmasked Estep 
Score: -24260164.000000 Penalty: 2995.822998
	Iteration 0F: 2 clusters Score -2.426016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 87978 members 
Entering Unmasked Estep 
Score: -24147536.000000 Penalty: 5991.645996
	Iteration 0F: 3 clusters Score -2.414754e+07 nChanged 84524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91706 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -24197658.000000 Penalty: 5991.645996
	Iteration 1F: 3 clusters Score -2.419766e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -24199528.000000 Penalty: 5991.645996
	Iteration 2Q: 3 clusters Score -2.419953e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98318 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -24202046.000000 Penalty: 5991.645996
	Iteration 3Q: 3 clusters Score -2.420205e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104286 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
Score: -24206598.000000 Penalty: 5991.645996
	Iteration 4F: 3 clusters Score -2.42066e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112576 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -24213442.000000 Penalty: 5991.645996
	Iteration 5F: 3 clusters Score -2.421344e+07 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122573 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -24223796.000000 Penalty: 5991.645996
	Iteration 6F: 3 clusters Score -2.42238e+07 nChanged 12792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132637 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -24235202.000000 Penalty: 5991.645996
	Iteration 7F: 3 clusters Score -2.42352e+07 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140389 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -24244822.000000 Penalty: 5991.645996
	Iteration 8F: 3 clusters Score -2.424482e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145334 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -24250314.000000 Penalty: 5991.645996
	Iteration 9Q: 3 clusters Score -2.425031e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148757 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -24252814.000000 Penalty: 5991.645996
	Iteration 10Q: 3 clusters Score -2.425281e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151877 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -24254424.000000 Penalty: 5991.645996
	Iteration 11Q: 3 clusters Score -2.425442e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154901 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -24255470.000000 Penalty: 5991.645996
	Iteration 12Q: 3 clusters Score -2.425547e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157735 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -24256138.000000 Penalty: 5991.645996
	Iteration 13Q: 3 clusters Score -2.425614e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160345 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -24256780.000000 Penalty: 5991.645996
	Iteration 14Q: 3 clusters Score -2.425678e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162617 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -24257384.000000 Penalty: 5991.645996
	Iteration 15Q: 3 clusters Score -2.425738e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164594 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -24257702.000000 Penalty: 5991.645996
	Iteration 16Q: 3 clusters Score -2.42577e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166358 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -24257958.000000 Penalty: 5991.645996
	Iteration 17Q: 3 clusters Score -2.425796e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167851 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -24258286.000000 Penalty: 5991.645996
	Iteration 18Q: 3 clusters Score -2.425829e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169107 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -24258374.000000 Penalty: 5991.645996
	Iteration 19Q: 3 clusters Score -2.425837e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170120 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -24258420.000000 Penalty: 5991.645996
	Iteration 20F: 3 clusters Score -2.425842e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170956 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -24258470.000000 Penalty: 5991.645996
	Iteration 21Q: 3 clusters Score -2.425847e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171630 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -24258446.000000 Penalty: 5991.645996
	Iteration 22Q: 3 clusters Score -2.425845e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172149 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -24258466.000000 Penalty: 5991.645996
	Iteration 23Q: 3 clusters Score -2.425847e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172584 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -24258552.000000 Penalty: 5991.645996
	Iteration 24Q: 3 clusters Score -2.425855e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172961 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -24258524.000000 Penalty: 5991.645996
	Iteration 25Q: 3 clusters Score -2.425852e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173268 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -24258536.000000 Penalty: 5991.645996
	Iteration 26Q: 3 clusters Score -2.425854e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173531 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -24258548.000000 Penalty: 5991.645996
	Iteration 27Q: 3 clusters Score -2.425855e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173755 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -24258626.000000 Penalty: 5991.645996
	Iteration 28Q: 3 clusters Score -2.425863e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173940 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -24258548.000000 Penalty: 5991.645996
	Iteration 29Q: 3 clusters Score -2.425855e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174069 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -24258594.000000 Penalty: 5991.645996
	Iteration 30Q: 3 clusters Score -2.425859e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174169 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -24258580.000000 Penalty: 5991.645996
	Iteration 31Q: 3 clusters Score -2.425858e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174258 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -24258592.000000 Penalty: 5991.645996
	Iteration 32Q: 3 clusters Score -2.425859e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174336 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -24258582.000000 Penalty: 5991.645996
	Iteration 33Q: 3 clusters Score -2.425858e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174398 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -24258594.000000 Penalty: 5991.645996
	Iteration 34Q: 3 clusters Score -2.425859e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174451 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -24258552.000000 Penalty: 5991.645996
	Iteration 35Q: 3 clusters Score -2.425855e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174493 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -24258550.000000 Penalty: 5991.645996
	Iteration 36Q: 3 clusters Score -2.425855e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174533 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -24258554.000000 Penalty: 5991.645996
	Iteration 37Q: 3 clusters Score -2.425855e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174567 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -24258560.000000 Penalty: 5991.645996
	Iteration 38Q: 3 clusters Score -2.425856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174581 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -24258558.000000 Penalty: 5991.645996
	Iteration 39Q: 3 clusters Score -2.425856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174596 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -24258554.000000 Penalty: 5991.645996
	Iteration 40F: 3 clusters Score -2.425855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174613 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -24258562.000000 Penalty: 5991.645996
	Iteration 41Q: 3 clusters Score -2.425856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174631 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -24258530.000000 Penalty: 5991.645996
	Iteration 42Q: 3 clusters Score -2.425853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174651 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -24258544.000000 Penalty: 5991.645996
	Iteration 43Q: 3 clusters Score -2.425854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174665 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -24258540.000000 Penalty: 5991.645996
	Iteration 44Q: 3 clusters Score -2.425854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174677 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -24258534.000000 Penalty: 5991.645996
	Iteration 45Q: 3 clusters Score -2.425853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174690 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -24258538.000000 Penalty: 5991.645996
	Iteration 46Q: 3 clusters Score -2.425854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174700 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -24258530.000000 Penalty: 5991.645996
	Iteration 47Q: 3 clusters Score -2.425853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174709 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -24258546.000000 Penalty: 5991.645996
	Iteration 48Q: 3 clusters Score -2.425855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174715 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -24258560.000000 Penalty: 5991.645996
	Iteration 49Q: 3 clusters Score -2.425856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174721 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -24258552.000000 Penalty: 5991.645996
	Iteration 50Q: 3 clusters Score -2.425855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174728 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -24258546.000000 Penalty: 5991.645996
	Iteration 51Q: 3 clusters Score -2.425855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174734 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -24258542.000000 Penalty: 5991.645996
	Iteration 52Q: 3 clusters Score -2.425854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174740 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -24258532.000000 Penalty: 5991.645996
	Iteration 53Q: 3 clusters Score -2.425853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174742 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -24258536.000000 Penalty: 5991.645996
	Iteration 54Q: 3 clusters Score -2.425854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174745 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -24258546.000000 Penalty: 5991.645996
	Iteration 55Q: 3 clusters Score -2.425855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174748 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -24258542.000000 Penalty: 5991.645996
	Iteration 56Q: 3 clusters Score -2.425854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174751 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -24258538.000000 Penalty: 5991.645996
	Iteration 57Q: 3 clusters Score -2.425854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174754 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -24258548.000000 Penalty: 5991.645996
	Iteration 58Q: 3 clusters Score -2.425855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174758 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -24258550.000000 Penalty: 5991.645996
	Iteration 59Q: 3 clusters Score -2.425855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174761 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -24258558.000000 Penalty: 5991.645996
	Iteration 60F: 3 clusters Score -2.425856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174764 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -24258538.000000 Penalty: 5991.645996
	Iteration 61Q: 3 clusters Score -2.425854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174767 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -24258534.000000 Penalty: 5991.645996
	Iteration 62Q: 3 clusters Score -2.425853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174767 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -24258540.000000 Penalty: 5991.645996
	Iteration 63Q: 3 clusters Score -2.425854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174769 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -24258546.000000 Penalty: 5991.645996
	Iteration 64Q: 3 clusters Score -2.425855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174770 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -24258538.000000 Penalty: 5991.645996
	Iteration 65Q: 3 clusters Score -2.425854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174770 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -24258538.000000 Penalty: 5991.645996
	Iteration 66F: 3 clusters Score -2.425854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93368 members 
Entering Unmasked Estep 
Score: -12985199.000000 Penalty: 2838.187256
	Iteration 0F: 2 clusters Score -1.29852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -12922555.000000 Penalty: 5676.374512
	Iteration 0F: 3 clusters Score -1.292256e+07 nChanged 44096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -12948129.000000 Penalty: 5676.374512
	Iteration 1F: 3 clusters Score -1.294813e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -12949218.000000 Penalty: 5676.374512
	Iteration 2Q: 3 clusters Score -1.294922e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -12950912.000000 Penalty: 5676.374512
	Iteration 3Q: 3 clusters Score -1.295091e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -12953610.000000 Penalty: 5676.374512
	Iteration 4F: 3 clusters Score -1.295361e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -12957784.000000 Penalty: 5676.374512
	Iteration 5F: 3 clusters Score -1.295778e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 68918 members 
Entering Unmasked Estep 
Score: -12963509.000000 Penalty: 5676.374512
	Iteration 6F: 3 clusters Score -1.296351e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -12970000.000000 Penalty: 5676.374512
	Iteration 7F: 3 clusters Score -1.297e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -12975430.000000 Penalty: 5676.374512
	Iteration 8F: 3 clusters Score -1.297543e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -12978971.000000 Penalty: 5676.374512
	Iteration 9Q: 3 clusters Score -1.297897e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 85866 members 
Entering Unmasked Estep 
Score: -12980767.000000 Penalty: 5676.374512
	Iteration 10Q: 3 clusters Score -1.298077e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -12981760.000000 Penalty: 5676.374512
	Iteration 11Q: 3 clusters Score -1.298176e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -12982329.000000 Penalty: 5676.374512
	Iteration 12Q: 3 clusters Score -1.298233e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -12982715.000000 Penalty: 5676.374512
	Iteration 13Q: 3 clusters Score -1.298272e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 89068 members 
Entering Unmasked Estep 
Score: -12982843.000000 Penalty: 5676.374512
	Iteration 14Q: 3 clusters Score -1.298284e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -12983003.000000 Penalty: 5676.374512
	Iteration 15Q: 3 clusters Score -1.2983e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -12983165.000000 Penalty: 5676.374512
	Iteration 16Q: 3 clusters Score -1.298316e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 90157 members 
Entering Unmasked Estep 
Score: -12983309.000000 Penalty: 5676.374512
	Iteration 17Q: 3 clusters Score -1.298331e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -12983409.000000 Penalty: 5676.374512
	Iteration 18Q: 3 clusters Score -1.298341e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -12983491.000000 Penalty: 5676.374512
	Iteration 19Q: 3 clusters Score -1.298349e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -12983536.000000 Penalty: 5676.374512
	Iteration 20F: 3 clusters Score -1.298354e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -12983565.000000 Penalty: 5676.374512
	Iteration 21Q: 3 clusters Score -1.298356e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 91014 members 
Entering Unmasked Estep 
Score: -12983610.000000 Penalty: 5676.374512
	Iteration 22Q: 3 clusters Score -1.298361e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -12983629.000000 Penalty: 5676.374512
	Iteration 23Q: 3 clusters Score -1.298363e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -12983675.000000 Penalty: 5676.374512
	Iteration 24Q: 3 clusters Score -1.298368e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 91279 members 
Entering Unmasked Estep 
Score: -12983710.000000 Penalty: 5676.374512
	Iteration 25Q: 3 clusters Score -1.298371e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -12983715.000000 Penalty: 5676.374512
	Iteration 26Q: 3 clusters Score -1.298372e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -12983709.000000 Penalty: 5676.374512
	Iteration 27Q: 3 clusters Score -1.298371e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -12983736.000000 Penalty: 5676.374512
	Iteration 28Q: 3 clusters Score -1.298374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -12983753.000000 Penalty: 5676.374512
	Iteration 29Q: 3 clusters Score -1.298375e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 91510 members 
Entering Unmasked Estep 
Score: -12983752.000000 Penalty: 5676.374512
	Iteration 30Q: 3 clusters Score -1.298375e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -12983748.000000 Penalty: 5676.374512
	Iteration 31Q: 3 clusters Score -1.298375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -12983757.000000 Penalty: 5676.374512
	Iteration 32Q: 3 clusters Score -1.298376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 91572 members 
Entering Unmasked Estep 
Score: -12983762.000000 Penalty: 5676.374512
	Iteration 33Q: 3 clusters Score -1.298376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 91593 members 
Entering Unmasked Estep 
Score: -12983753.000000 Penalty: 5676.374512
	Iteration 34Q: 3 clusters Score -1.298375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 91617 members 
Entering Unmasked Estep 
Score: -12983753.000000 Penalty: 5676.374512
	Iteration 35Q: 3 clusters Score -1.298375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -12983759.000000 Penalty: 5676.374512
	Iteration 36Q: 3 clusters Score -1.298376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -12983768.000000 Penalty: 5676.374512
	Iteration 37Q: 3 clusters Score -1.298377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -12983779.000000 Penalty: 5676.374512
	Iteration 38Q: 3 clusters Score -1.298378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -12983776.000000 Penalty: 5676.374512
	Iteration 39Q: 3 clusters Score -1.298378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -12983779.000000 Penalty: 5676.374512
	Iteration 40F: 3 clusters Score -1.298378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 91663 members 
Entering Unmasked Estep 
Score: -12983780.000000 Penalty: 5676.374512
	Iteration 41Q: 3 clusters Score -1.298378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -12983773.000000 Penalty: 5676.374512
	Iteration 42Q: 3 clusters Score -1.298377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -12983766.000000 Penalty: 5676.374512
	Iteration 43Q: 3 clusters Score -1.298377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -12983781.000000 Penalty: 5676.374512
	Iteration 44Q: 3 clusters Score -1.298378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 91687 members 
Entering Unmasked Estep 
Score: -12983779.000000 Penalty: 5676.374512
	Iteration 45Q: 3 clusters Score -1.298378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -12983782.000000 Penalty: 5676.374512
	Iteration 46Q: 3 clusters Score -1.298378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -12983776.000000 Penalty: 5676.374512
	Iteration 47Q: 3 clusters Score -1.298378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 91698 members 
Entering Unmasked Estep 
Score: -12983774.000000 Penalty: 5676.374512
	Iteration 48Q: 3 clusters Score -1.298377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 91700 members 
Entering Unmasked Estep 
Score: -12983766.000000 Penalty: 5676.374512
	Iteration 49Q: 3 clusters Score -1.298377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -12983764.000000 Penalty: 5676.374512
	Iteration 50Q: 3 clusters Score -1.298376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -12983766.000000 Penalty: 5676.374512
	Iteration 51Q: 3 clusters Score -1.298377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -12983770.000000 Penalty: 5676.374512
	Iteration 52Q: 3 clusters Score -1.298377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 91707 members 
Entering Unmasked Estep 
Score: -12983769.000000 Penalty: 5676.374512
	Iteration 53Q: 3 clusters Score -1.298377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 91707 members 
Entering Unmasked Estep 
Score: -12983774.000000 Penalty: 5676.374512
	Iteration 54Q: 3 clusters Score -1.298377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 91709 members 
Entering Unmasked Estep 
Score: -12983779.000000 Penalty: 5676.374512
	Iteration 55Q: 3 clusters Score -1.298378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -12983771.000000 Penalty: 5676.374512
	Iteration 56Q: 3 clusters Score -1.298377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -12983769.000000 Penalty: 5676.374512
	Iteration 57Q: 3 clusters Score -1.298377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -12983769.000000 Penalty: 5676.374512
	Iteration 58F: 3 clusters Score -1.298377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (162472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162472 members 
Entering Unmasked Estep 
Score: -22388258.000000 Penalty: 2975.568604
	Iteration 0F: 2 clusters Score -2.238826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -22281972.000000 Penalty: 5951.137207
	Iteration 0F: 3 clusters Score -2.228197e+07 nChanged 77769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 79006 members 
Entering Unmasked Estep 
Score: -22327694.000000 Penalty: 5951.137207
	Iteration 1F: 3 clusters Score -2.232769e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84651 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -22328714.000000 Penalty: 5951.137207
	Iteration 2Q: 3 clusters Score -2.232871e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -22330102.000000 Penalty: 5951.137207
	Iteration 3Q: 3 clusters Score -2.23301e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -22331972.000000 Penalty: 5951.137207
	Iteration 4Q: 3 clusters Score -2.233197e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -22335104.000000 Penalty: 5951.137207
	Iteration 5Q: 3 clusters Score -2.23351e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -22339748.000000 Penalty: 5951.137207
	Iteration 6F: 3 clusters Score -2.233975e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -22346854.000000 Penalty: 5951.137207
	Iteration 7F: 3 clusters Score -2.234685e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114915 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -22354924.000000 Penalty: 5951.137207
	Iteration 8F: 3 clusters Score -2.235492e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122072 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -22362968.000000 Penalty: 5951.137207
	Iteration 9F: 3 clusters Score -2.236297e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127389 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -22369102.000000 Penalty: 5951.137207
	Iteration 10F: 3 clusters Score -2.23691e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131068 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -22373094.000000 Penalty: 5951.137207
	Iteration 11Q: 3 clusters Score -2.237309e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133965 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -22375454.000000 Penalty: 5951.137207
	Iteration 12Q: 3 clusters Score -2.237545e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136601 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -22376886.000000 Penalty: 5951.137207
	Iteration 13Q: 3 clusters Score -2.237689e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139090 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -22378032.000000 Penalty: 5951.137207
	Iteration 14Q: 3 clusters Score -2.237803e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141431 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -22379130.000000 Penalty: 5951.137207
	Iteration 15Q: 3 clusters Score -2.237913e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143580 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -22380166.000000 Penalty: 5951.137207
	Iteration 16Q: 3 clusters Score -2.238017e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145505 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -22381024.000000 Penalty: 5951.137207
	Iteration 17Q: 3 clusters Score -2.238102e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147301 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -22381810.000000 Penalty: 5951.137207
	Iteration 18Q: 3 clusters Score -2.238181e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148789 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -22382472.000000 Penalty: 5951.137207
	Iteration 19Q: 3 clusters Score -2.238247e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150141 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -22383008.000000 Penalty: 5951.137207
	Iteration 20F: 3 clusters Score -2.238301e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151337 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -22383494.000000 Penalty: 5951.137207
	Iteration 21Q: 3 clusters Score -2.238349e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152410 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -22383838.000000 Penalty: 5951.137207
	Iteration 22Q: 3 clusters Score -2.238384e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153420 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -22384184.000000 Penalty: 5951.137207
	Iteration 23Q: 3 clusters Score -2.238418e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154301 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -22384448.000000 Penalty: 5951.137207
	Iteration 24Q: 3 clusters Score -2.238445e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155081 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -22384690.000000 Penalty: 5951.137207
	Iteration 25Q: 3 clusters Score -2.238469e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155763 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -22384830.000000 Penalty: 5951.137207
	Iteration 26Q: 3 clusters Score -2.238483e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156360 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -22385020.000000 Penalty: 5951.137207
	Iteration 27Q: 3 clusters Score -2.238502e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156890 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -22385192.000000 Penalty: 5951.137207
	Iteration 28Q: 3 clusters Score -2.238519e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -22385310.000000 Penalty: 5951.137207
	Iteration 29Q: 3 clusters Score -2.238531e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157749 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -22385424.000000 Penalty: 5951.137207
	Iteration 30Q: 3 clusters Score -2.238542e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158134 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -22385474.000000 Penalty: 5951.137207
	Iteration 31Q: 3 clusters Score -2.238547e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158491 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -22385572.000000 Penalty: 5951.137207
	Iteration 32Q: 3 clusters Score -2.238557e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158807 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -22385618.000000 Penalty: 5951.137207
	Iteration 33Q: 3 clusters Score -2.238562e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159087 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -22385626.000000 Penalty: 5951.137207
	Iteration 34Q: 3 clusters Score -2.238563e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159332 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -22385724.000000 Penalty: 5951.137207
	Iteration 35Q: 3 clusters Score -2.238572e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159544 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -22385712.000000 Penalty: 5951.137207
	Iteration 36Q: 3 clusters Score -2.238571e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159732 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -22385752.000000 Penalty: 5951.137207
	Iteration 37Q: 3 clusters Score -2.238575e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159887 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -22385796.000000 Penalty: 5951.137207
	Iteration 38Q: 3 clusters Score -2.23858e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160037 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -22385854.000000 Penalty: 5951.137207
	Iteration 39Q: 3 clusters Score -2.238585e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160141 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -22385854.000000 Penalty: 5951.137207
	Iteration 40F: 3 clusters Score -2.238585e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160231 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -22385874.000000 Penalty: 5951.137207
	Iteration 41Q: 3 clusters Score -2.238587e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160324 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -22385894.000000 Penalty: 5951.137207
	Iteration 42Q: 3 clusters Score -2.238589e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160411 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -22385934.000000 Penalty: 5951.137207
	Iteration 43Q: 3 clusters Score -2.238593e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160505 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -22385898.000000 Penalty: 5951.137207
	Iteration 44Q: 3 clusters Score -2.23859e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160584 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -22385908.000000 Penalty: 5951.137207
	Iteration 45Q: 3 clusters Score -2.238591e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160672 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -22385936.000000 Penalty: 5951.137207
	Iteration 46Q: 3 clusters Score -2.238594e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160738 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -22385950.000000 Penalty: 5951.137207
	Iteration 47Q: 3 clusters Score -2.238595e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160793 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -22385972.000000 Penalty: 5951.137207
	Iteration 48Q: 3 clusters Score -2.238597e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160827 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -22385994.000000 Penalty: 5951.137207
	Iteration 49Q: 3 clusters Score -2.238599e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160851 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -22386018.000000 Penalty: 5951.137207
	Iteration 50Q: 3 clusters Score -2.238602e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160872 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -22386024.000000 Penalty: 5951.137207
	Iteration 51Q: 3 clusters Score -2.238602e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160891 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -22386034.000000 Penalty: 5951.137207
	Iteration 52Q: 3 clusters Score -2.238603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160903 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -22386048.000000 Penalty: 5951.137207
	Iteration 53Q: 3 clusters Score -2.238605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160911 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22386056.000000 Penalty: 5951.137207
	Iteration 54Q: 3 clusters Score -2.238606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160923 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -22386060.000000 Penalty: 5951.137207
	Iteration 55Q: 3 clusters Score -2.238606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160937 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -22386062.000000 Penalty: 5951.137207
	Iteration 56Q: 3 clusters Score -2.238606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160954 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -22386056.000000 Penalty: 5951.137207
	Iteration 57Q: 3 clusters Score -2.238606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160964 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -22386054.000000 Penalty: 5951.137207
	Iteration 58Q: 3 clusters Score -2.238605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160975 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -22386052.000000 Penalty: 5951.137207
	Iteration 59Q: 3 clusters Score -2.238605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160989 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -22386032.000000 Penalty: 5951.137207
	Iteration 60F: 3 clusters Score -2.238603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160998 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -22386036.000000 Penalty: 5951.137207
	Iteration 61Q: 3 clusters Score -2.238604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161006 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -22386046.000000 Penalty: 5951.137207
	Iteration 62Q: 3 clusters Score -2.238605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -22386042.000000 Penalty: 5951.137207
	Iteration 63Q: 3 clusters Score -2.238604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161035 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22386048.000000 Penalty: 5951.137207
	Iteration 64Q: 3 clusters Score -2.238605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161051 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22386042.000000 Penalty: 5951.137207
	Iteration 65Q: 3 clusters Score -2.238604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161062 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -22386048.000000 Penalty: 5951.137207
	Iteration 66Q: 3 clusters Score -2.238605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161071 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -22386032.000000 Penalty: 5951.137207
	Iteration 67Q: 3 clusters Score -2.238603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161077 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -22386046.000000 Penalty: 5951.137207
	Iteration 68Q: 3 clusters Score -2.238605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -22386040.000000 Penalty: 5951.137207
	Iteration 69Q: 3 clusters Score -2.238604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161082 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -22386040.000000 Penalty: 5951.137207
	Iteration 70Q: 3 clusters Score -2.238604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161087 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -22386036.000000 Penalty: 5951.137207
	Iteration 71Q: 3 clusters Score -2.238604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161089 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -22386044.000000 Penalty: 5951.137207
	Iteration 72Q: 3 clusters Score -2.238604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -22386036.000000 Penalty: 5951.137207
	Iteration 73Q: 3 clusters Score -2.238604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161092 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -22386032.000000 Penalty: 5951.137207
	Iteration 74Q: 3 clusters Score -2.238603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161094 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -22386024.000000 Penalty: 5951.137207
	Iteration 75Q: 3 clusters Score -2.238602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -22386016.000000 Penalty: 5951.137207
	Iteration 76Q: 3 clusters Score -2.238602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161097 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -22386030.000000 Penalty: 5951.137207
	Iteration 77Q: 3 clusters Score -2.238603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161097 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -22386030.000000 Penalty: 5951.137207
	Iteration 78F: 3 clusters Score -2.238603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Entering Unmasked Estep 
Score: -2632714.500000 Penalty: 2448.523926
	Iteration 0F: 2 clusters Score -2632714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2619029.000000 Penalty: 4897.047852
	Iteration 0F: 3 clusters Score -2619029 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2623758.250000 Penalty: 4897.047852
	Iteration 1F: 3 clusters Score -2623758 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2624140.000000 Penalty: 4897.047852
	Iteration 2F: 3 clusters Score -2624140 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2624419.250000 Penalty: 4897.047852
	Iteration 3Q: 3 clusters Score -2624419 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2624669.250000 Penalty: 4897.047852
	Iteration 4Q: 3 clusters Score -2624669 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2624925.500000 Penalty: 4897.047852
	Iteration 5Q: 3 clusters Score -2624926 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2625199.750000 Penalty: 4897.047852
	Iteration 6Q: 3 clusters Score -2625200 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2625482.250000 Penalty: 4897.047852
	Iteration 7Q: 3 clusters Score -2625482 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2625787.750000 Penalty: 4897.047852
	Iteration 8Q: 3 clusters Score -2625788 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2626183.000000 Penalty: 4897.047852
	Iteration 9Q: 3 clusters Score -2626183 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2626625.500000 Penalty: 4897.047852
	Iteration 10Q: 3 clusters Score -2626626 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2627111.250000 Penalty: 4897.047852
	Iteration 11Q: 3 clusters Score -2627111 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2627608.500000 Penalty: 4897.047852
	Iteration 12Q: 3 clusters Score -2627608 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2628008.000000 Penalty: 4897.047852
	Iteration 13Q: 3 clusters Score -2628008 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2628265.250000 Penalty: 4897.047852
	Iteration 14Q: 3 clusters Score -2628265 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2628435.750000 Penalty: 4897.047852
	Iteration 15Q: 3 clusters Score -2628436 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2628568.000000 Penalty: 4897.047852
	Iteration 16Q: 3 clusters Score -2628568 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2628695.750000 Penalty: 4897.047852
	Iteration 17Q: 3 clusters Score -2628696 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2628800.500000 Penalty: 4897.047852
	Iteration 18Q: 3 clusters Score -2628800 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2628909.000000 Penalty: 4897.047852
	Iteration 19Q: 3 clusters Score -2628909 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2629018.250000 Penalty: 4897.047852
	Iteration 20F: 3 clusters Score -2629018 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2629142.250000 Penalty: 4897.047852
	Iteration 21Q: 3 clusters Score -2629142 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2629273.500000 Penalty: 4897.047852
	Iteration 22Q: 3 clusters Score -2629274 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2629381.250000 Penalty: 4897.047852
	Iteration 23Q: 3 clusters Score -2629381 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2629488.250000 Penalty: 4897.047852
	Iteration 24Q: 3 clusters Score -2629488 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2629562.000000 Penalty: 4897.047852
	Iteration 25Q: 3 clusters Score -2629562 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2629659.250000 Penalty: 4897.047852
	Iteration 26Q: 3 clusters Score -2629659 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2629716.750000 Penalty: 4897.047852
	Iteration 27Q: 3 clusters Score -2629717 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2629796.250000 Penalty: 4897.047852
	Iteration 28Q: 3 clusters Score -2629796 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2629890.000000 Penalty: 4897.047852
	Iteration 29Q: 3 clusters Score -2629890 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2629973.250000 Penalty: 4897.047852
	Iteration 30Q: 3 clusters Score -2629973 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2630053.750000 Penalty: 4897.047852
	Iteration 31Q: 3 clusters Score -2630054 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2630117.250000 Penalty: 4897.047852
	Iteration 32Q: 3 clusters Score -2630117 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2630181.250000 Penalty: 4897.047852
	Iteration 33Q: 3 clusters Score -2630181 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2630230.000000 Penalty: 4897.047852
	Iteration 34Q: 3 clusters Score -2630230 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2630276.000000 Penalty: 4897.047852
	Iteration 35Q: 3 clusters Score -2630276 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2630305.250000 Penalty: 4897.047852
	Iteration 36Q: 3 clusters Score -2630305 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2630335.750000 Penalty: 4897.047852
	Iteration 37Q: 3 clusters Score -2630336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2630352.500000 Penalty: 4897.047852
	Iteration 38Q: 3 clusters Score -2630352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2630366.000000 Penalty: 4897.047852
	Iteration 39Q: 3 clusters Score -2630366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2630394.750000 Penalty: 4897.047852
	Iteration 40F: 3 clusters Score -2630395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2630414.000000 Penalty: 4897.047852
	Iteration 41Q: 3 clusters Score -2630414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2630437.000000 Penalty: 4897.047852
	Iteration 42Q: 3 clusters Score -2630437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2630457.000000 Penalty: 4897.047852
	Iteration 43Q: 3 clusters Score -2630457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2630473.000000 Penalty: 4897.047852
	Iteration 44Q: 3 clusters Score -2630473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2630492.250000 Penalty: 4897.047852
	Iteration 45Q: 3 clusters Score -2630492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2630499.000000 Penalty: 4897.047852
	Iteration 46Q: 3 clusters Score -2630499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2630505.000000 Penalty: 4897.047852
	Iteration 47Q: 3 clusters Score -2630505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2630508.250000 Penalty: 4897.047852
	Iteration 48Q: 3 clusters Score -2630508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2630508.750000 Penalty: 4897.047852
	Iteration 49Q: 3 clusters Score -2630509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2630517.000000 Penalty: 4897.047852
	Iteration 50Q: 3 clusters Score -2630517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2630519.250000 Penalty: 4897.047852
	Iteration 51Q: 3 clusters Score -2630519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2630528.500000 Penalty: 4897.047852
	Iteration 52Q: 3 clusters Score -2630528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2630534.250000 Penalty: 4897.047852
	Iteration 53Q: 3 clusters Score -2630534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2630532.000000 Penalty: 4897.047852
	Iteration 54Q: 3 clusters Score -2630532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2630539.750000 Penalty: 4897.047852
	Iteration 55Q: 3 clusters Score -2630540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2630560.000000 Penalty: 4897.047852
	Iteration 56Q: 3 clusters Score -2630560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2630570.750000 Penalty: 4897.047852
	Iteration 57Q: 3 clusters Score -2630571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2630575.500000 Penalty: 4897.047852
	Iteration 58Q: 3 clusters Score -2630576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2630578.000000 Penalty: 4897.047852
	Iteration 59Q: 3 clusters Score -2630578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2630583.500000 Penalty: 4897.047852
	Iteration 60F: 3 clusters Score -2630584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2630585.750000 Penalty: 4897.047852
	Iteration 61Q: 3 clusters Score -2630586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2630587.000000 Penalty: 4897.047852
	Iteration 62Q: 3 clusters Score -2630587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2630591.500000 Penalty: 4897.047852
	Iteration 63Q: 3 clusters Score -2630592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2630595.750000 Penalty: 4897.047852
	Iteration 64Q: 3 clusters Score -2630596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2630602.000000 Penalty: 4897.047852
	Iteration 65Q: 3 clusters Score -2630602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2630604.750000 Penalty: 4897.047852
	Iteration 66Q: 3 clusters Score -2630605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2630605.750000 Penalty: 4897.047852
	Iteration 67Q: 3 clusters Score -2630606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2630605.500000 Penalty: 4897.047852
	Iteration 68Q: 3 clusters Score -2630606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2630613.000000 Penalty: 4897.047852
	Iteration 69Q: 3 clusters Score -2630613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2630618.750000 Penalty: 4897.047852
	Iteration 70Q: 3 clusters Score -2630619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2630619.500000 Penalty: 4897.047852
	Iteration 71Q: 3 clusters Score -2630620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2630623.250000 Penalty: 4897.047852
	Iteration 72Q: 3 clusters Score -2630623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2630624.500000 Penalty: 4897.047852
	Iteration 73Q: 3 clusters Score -2630624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2630624.500000 Penalty: 4897.047852
	Iteration 74Q: 3 clusters Score -2630624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2630626.500000 Penalty: 4897.047852
	Iteration 75Q: 3 clusters Score -2630626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2630626.500000 Penalty: 4897.047852
	Iteration 76Q: 3 clusters Score -2630626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2630628.500000 Penalty: 4897.047852
	Iteration 77Q: 3 clusters Score -2630628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2630627.000000 Penalty: 4897.047852
	Iteration 78Q: 3 clusters Score -2630627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2630628.750000 Penalty: 4897.047852
	Iteration 79Q: 3 clusters Score -2630629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2630631.250000 Penalty: 4897.047852
	Iteration 80F: 3 clusters Score -2630631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2630634.250000 Penalty: 4897.047852
	Iteration 81Q: 3 clusters Score -2630634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2630634.500000 Penalty: 4897.047852
	Iteration 82Q: 3 clusters Score -2630634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2630636.750000 Penalty: 4897.047852
	Iteration 83Q: 3 clusters Score -2630637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2630642.250000 Penalty: 4897.047852
	Iteration 84Q: 3 clusters Score -2630642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2630645.250000 Penalty: 4897.047852
	Iteration 85Q: 3 clusters Score -2630645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2630642.250000 Penalty: 4897.047852
	Iteration 86Q: 3 clusters Score -2630642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2630642.750000 Penalty: 4897.047852
	Iteration 87Q: 3 clusters Score -2630643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2630643.750000 Penalty: 4897.047852
	Iteration 88Q: 3 clusters Score -2630644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2630644.750000 Penalty: 4897.047852
	Iteration 89Q: 3 clusters Score -2630645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2630644.750000 Penalty: 4897.047852
	Iteration 90F: 3 clusters Score -2630645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 255963 members 
Mstep: Class 2 contains 49904 members 
Mstep: Class 3 contains 15527 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168503 members 
Mstep: Class 10 contains 41945 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 176298 members 
Mstep: Class 21 contains 93368 members 
Mstep: Class 22 contains 162472 members 
Mstep: Class 23 contains 19401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137426160.000000 Penalty: 65165.144531
Iteration 79Q: 20 clusters Score -1.374262e+08 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 256241 members 
Mstep: Class 2 contains 49920 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 7677 members 
Mstep: Class 5 contains 13514 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168689 members 
Mstep: Class 10 contains 42034 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 175821 members 
Mstep: Class 21 contains 93433 members 
Mstep: Class 22 contains 162356 members 
Mstep: Class 23 contains 19446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137426560.000000 Penalty: 65165.144531
Iteration 80F: 20 clusters Score -1.374266e+08 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 256522 members 
Mstep: Class 2 contains 49943 members 
Mstep: Class 3 contains 15502 members 
Mstep: Class 4 contains 7691 members 
Mstep: Class 5 contains 13439 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168833 members 
Mstep: Class 10 contains 42135 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2831 members 
Mstep: Class 17 contains 175344 members 
Mstep: Class 21 contains 93503 members 
Mstep: Class 22 contains 162210 members 
Mstep: Class 23 contains 19496 members 
Entering Unmasked Estep 
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Iteration 81Q: 20 clusters Score -1.374266e+08 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 256864 members 
Mstep: Class 2 contains 49952 members 
Mstep: Class 3 contains 15519 members 
Mstep: Class 4 contains 7713 members 
Mstep: Class 5 contains 13369 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168912 members 
Mstep: Class 10 contains 42216 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1114 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 174895 members 
Mstep: Class 21 contains 93563 members 
Mstep: Class 22 contains 162090 members 
Mstep: Class 23 contains 19529 members 
Entering Unmasked Estep 
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Iteration 82Q: 20 clusters Score -1.374272e+08 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257190 members 
Mstep: Class 2 contains 49962 members 
Mstep: Class 3 contains 15553 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 13305 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168966 members 
Mstep: Class 10 contains 42277 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1112 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 174511 members 
Mstep: Class 21 contains 93628 members 
Mstep: Class 22 contains 161928 members 
Mstep: Class 23 contains 19557 members 
Entering Unmasked Estep 
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Iteration 83Q: 20 clusters Score -1.374277e+08 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257429 members 
Mstep: Class 2 contains 49981 members 
Mstep: Class 3 contains 15590 members 
Mstep: Class 4 contains 7771 members 
Mstep: Class 5 contains 13237 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169015 members 
Mstep: Class 10 contains 42368 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1112 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2825 members 
Mstep: Class 17 contains 174137 members 
Mstep: Class 21 contains 93681 members 
Mstep: Class 22 contains 161834 members 
Mstep: Class 23 contains 19584 members 
Entering Unmasked Estep 
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Iteration 84Q: 20 clusters Score -1.374281e+08 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257693 members 
Mstep: Class 2 contains 49970 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 7799 members 
Mstep: Class 5 contains 13174 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169033 members 
Mstep: Class 10 contains 42446 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1114 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2820 members 
Mstep: Class 17 contains 173855 members 
Mstep: Class 21 contains 93755 members 
Mstep: Class 22 contains 161645 members 
Mstep: Class 23 contains 19616 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -1.374281e+08 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257962 members 
Mstep: Class 2 contains 49965 members 
Mstep: Class 3 contains 15754 members 
Mstep: Class 4 contains 7829 members 
Mstep: Class 5 contains 13101 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169051 members 
Mstep: Class 10 contains 42502 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1113 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2814 members 
Mstep: Class 17 contains 173564 members 
Mstep: Class 21 contains 93797 members 
Mstep: Class 22 contains 161449 members 
Mstep: Class 23 contains 19663 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -1.374282e+08 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258247 members 
Mstep: Class 2 contains 49950 members 
Mstep: Class 3 contains 15886 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 13034 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169060 members 
Mstep: Class 10 contains 42555 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1114 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2810 members 
Mstep: Class 17 contains 173383 members 
Mstep: Class 21 contains 93826 members 
Mstep: Class 22 contains 161179 members 
Mstep: Class 23 contains 19679 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -1.374285e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258476 members 
Mstep: Class 2 contains 49935 members 
Mstep: Class 3 contains 16004 members 
Mstep: Class 4 contains 7849 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169053 members 
Mstep: Class 10 contains 42597 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1112 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2807 members 
Mstep: Class 17 contains 173339 members 
Mstep: Class 21 contains 93875 members 
Mstep: Class 22 contains 160839 members 
Mstep: Class 23 contains 19703 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -1.374288e+08 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258722 members 
Mstep: Class 2 contains 49926 members 
Mstep: Class 3 contains 16162 members 
Mstep: Class 4 contains 7860 members 
Mstep: Class 5 contains 12910 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168982 members 
Mstep: Class 10 contains 42639 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1110 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 173311 members 
Mstep: Class 21 contains 93933 members 
Mstep: Class 22 contains 160484 members 
Mstep: Class 23 contains 19725 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -1.37429e+08 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258888 members 
Mstep: Class 2 contains 49926 members 
Mstep: Class 3 contains 16428 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 12855 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168909 members 
Mstep: Class 10 contains 42696 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1108 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 173319 members 
Mstep: Class 21 contains 93951 members 
Mstep: Class 22 contains 160064 members 
Mstep: Class 23 contains 19745 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -1.374295e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258983 members 
Mstep: Class 2 contains 49926 members 
Mstep: Class 3 contains 16742 members 
Mstep: Class 4 contains 7890 members 
Mstep: Class 5 contains 12807 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168817 members 
Mstep: Class 10 contains 42724 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1107 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 173396 members 
Mstep: Class 21 contains 93950 members 
Mstep: Class 22 contains 159669 members 
Mstep: Class 23 contains 19753 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -1.374297e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 259105 members 
Mstep: Class 2 contains 49929 members 
Mstep: Class 3 contains 17134 members 
Mstep: Class 4 contains 7900 members 
Mstep: Class 5 contains 12767 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168723 members 
Mstep: Class 10 contains 42747 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1106 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 173505 members 
Mstep: Class 21 contains 93948 members 
Mstep: Class 22 contains 159153 members 
Mstep: Class 23 contains 19751 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -1.374304e+08 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 259231 members 
Mstep: Class 2 contains 49905 members 
Mstep: Class 3 contains 17598 members 
Mstep: Class 4 contains 7903 members 
Mstep: Class 5 contains 12730 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168683 members 
Mstep: Class 10 contains 42752 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1106 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2795 members 
Mstep: Class 17 contains 173516 members 
Mstep: Class 21 contains 93947 members 
Mstep: Class 22 contains 158640 members 
Mstep: Class 23 contains 19758 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -1.37431e+08 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 259333 members 
Mstep: Class 2 contains 49879 members 
Mstep: Class 3 contains 18127 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 12686 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168645 members 
Mstep: Class 10 contains 42754 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1105 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 173579 members 
Mstep: Class 21 contains 93950 members 
Mstep: Class 22 contains 158030 members 
Mstep: Class 23 contains 19758 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -1.374315e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 259358 members 
Mstep: Class 2 contains 49861 members 
Mstep: Class 3 contains 18728 members 
Mstep: Class 4 contains 7940 members 
Mstep: Class 5 contains 12644 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168624 members 
Mstep: Class 10 contains 42754 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1104 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2791 members 
Mstep: Class 17 contains 173656 members 
Mstep: Class 21 contains 93939 members 
Mstep: Class 22 contains 157414 members 
Mstep: Class 23 contains 19751 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -1.374314e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 259375 members 
Mstep: Class 2 contains 49850 members 
Mstep: Class 3 contains 19352 members 
Mstep: Class 4 contains 7942 members 
Mstep: Class 5 contains 12592 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168585 members 
Mstep: Class 10 contains 42766 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1104 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2792 members 
Mstep: Class 17 contains 173788 members 
Mstep: Class 21 contains 93897 members 
Mstep: Class 22 contains 156770 members 
Mstep: Class 23 contains 19751 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -1.374319e+08 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 259275 members 
Mstep: Class 2 contains 49853 members 
Mstep: Class 3 contains 19955 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 12543 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168557 members 
Mstep: Class 10 contains 42770 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1105 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2791 members 
Mstep: Class 17 contains 173915 members 
Mstep: Class 21 contains 93840 members 
Mstep: Class 22 contains 156256 members 
Mstep: Class 23 contains 19748 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -1.374322e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 259205 members 
Mstep: Class 2 contains 49856 members 
Mstep: Class 3 contains 20629 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168547 members 
Mstep: Class 10 contains 42778 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1103 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 173935 members 
Mstep: Class 21 contains 93802 members 
Mstep: Class 22 contains 155720 members 
Mstep: Class 23 contains 19746 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -1.374324e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 259138 members 
Mstep: Class 2 contains 49839 members 
Mstep: Class 3 contains 21291 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 12432 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168570 members 
Mstep: Class 10 contains 42810 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 173999 members 
Mstep: Class 21 contains 93749 members 
Mstep: Class 22 contains 155134 members 
Mstep: Class 23 contains 19741 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -1.374325e+08 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 259071 members 
Mstep: Class 2 contains 49832 members 
Mstep: Class 3 contains 21971 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 12363 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168594 members 
Mstep: Class 10 contains 42845 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 174091 members 
Mstep: Class 21 contains 93704 members 
Mstep: Class 22 contains 154500 members 
Mstep: Class 23 contains 19731 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -1.374329e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 259029 members 
Mstep: Class 2 contains 49842 members 
Mstep: Class 3 contains 22775 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 12315 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168595 members 
Mstep: Class 10 contains 42908 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 174180 members 
Mstep: Class 21 contains 93679 members 
Mstep: Class 22 contains 153642 members 
Mstep: Class 23 contains 19724 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -1.374336e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258995 members 
Mstep: Class 2 contains 49841 members 
Mstep: Class 3 contains 23567 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 12242 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168669 members 
Mstep: Class 10 contains 42982 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 174228 members 
Mstep: Class 21 contains 93659 members 
Mstep: Class 22 contains 152784 members 
Mstep: Class 23 contains 19714 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -1.374341e+08 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258971 members 
Mstep: Class 2 contains 49844 members 
Mstep: Class 3 contains 24439 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 12188 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168726 members 
Mstep: Class 10 contains 43028 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 174221 members 
Mstep: Class 21 contains 93650 members 
Mstep: Class 22 contains 151916 members 
Mstep: Class 23 contains 19695 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -1.374346e+08 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258899 members 
Mstep: Class 2 contains 49837 members 
Mstep: Class 3 contains 25320 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 12115 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168818 members 
Mstep: Class 10 contains 43078 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 174217 members 
Mstep: Class 21 contains 93618 members 
Mstep: Class 22 contains 151073 members 
Mstep: Class 23 contains 19693 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -1.374349e+08 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258791 members 
Mstep: Class 2 contains 49842 members 
Mstep: Class 3 contains 26142 members 
Mstep: Class 4 contains 7998 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 168915 members 
Mstep: Class 10 contains 43086 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 174240 members 
Mstep: Class 21 contains 93643 members 
Mstep: Class 22 contains 150262 members 
Mstep: Class 23 contains 19696 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -1.374351e+08 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258660 members 
Mstep: Class 2 contains 49837 members 
Mstep: Class 3 contains 26935 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 11978 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169016 members 
Mstep: Class 10 contains 43098 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 174215 members 
Mstep: Class 21 contains 93668 members 
Mstep: Class 22 contains 149522 members 
Mstep: Class 23 contains 19730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137435712.000000 Penalty: 65165.144531
Iteration 106Q: 20 clusters Score -1.374357e+08 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258524 members 
Mstep: Class 2 contains 49822 members 
Mstep: Class 3 contains 27669 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 11924 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169122 members 
Mstep: Class 10 contains 43098 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 174198 members 
Mstep: Class 21 contains 93674 members 
Mstep: Class 22 contains 148862 members 
Mstep: Class 23 contains 19764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137435920.000000 Penalty: 65165.144531
Iteration 107Q: 20 clusters Score -1.374359e+08 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258409 members 
Mstep: Class 2 contains 49820 members 
Mstep: Class 3 contains 28432 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 11850 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169174 members 
Mstep: Class 10 contains 43115 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 174208 members 
Mstep: Class 21 contains 93696 members 
Mstep: Class 22 contains 148174 members 
Mstep: Class 23 contains 19782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137436432.000000 Penalty: 65165.144531
Iteration 108Q: 20 clusters Score -1.374364e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258339 members 
Mstep: Class 2 contains 49819 members 
Mstep: Class 3 contains 29172 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 11777 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169159 members 
Mstep: Class 10 contains 43123 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2791 members 
Mstep: Class 17 contains 174195 members 
Mstep: Class 21 contains 93702 members 
Mstep: Class 22 contains 147573 members 
Mstep: Class 23 contains 19795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137437088.000000 Penalty: 65165.144531
Iteration 109Q: 20 clusters Score -1.374371e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258274 members 
Mstep: Class 2 contains 49830 members 
Mstep: Class 3 contains 29897 members 
Mstep: Class 4 contains 8022 members 
Mstep: Class 5 contains 11711 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169132 members 
Mstep: Class 10 contains 43115 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2792 members 
Mstep: Class 17 contains 174196 members 
Mstep: Class 21 contains 93718 members 
Mstep: Class 22 contains 146978 members 
Mstep: Class 23 contains 19799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137437648.000000 Penalty: 65165.144531
Iteration 110Q: 20 clusters Score -1.374376e+08 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258182 members 
Mstep: Class 2 contains 49848 members 
Mstep: Class 3 contains 30632 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 11639 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169114 members 
Mstep: Class 10 contains 43110 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2788 members 
Mstep: Class 17 contains 174114 members 
Mstep: Class 21 contains 93730 members 
Mstep: Class 22 contains 146467 members 
Mstep: Class 23 contains 19816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137437920.000000 Penalty: 65165.144531
Iteration 111Q: 20 clusters Score -1.374379e+08 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 258056 members 
Mstep: Class 2 contains 49852 members 
Mstep: Class 3 contains 31355 members 
Mstep: Class 4 contains 8038 members 
Mstep: Class 5 contains 11567 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169124 members 
Mstep: Class 10 contains 43113 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2791 members 
Mstep: Class 17 contains 174060 members 
Mstep: Class 21 contains 93731 members 
Mstep: Class 22 contains 145942 members 
Mstep: Class 23 contains 19836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438144.000000 Penalty: 65165.144531
Iteration 112Q: 20 clusters Score -1.374381e+08 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257978 members 
Mstep: Class 2 contains 49859 members 
Mstep: Class 3 contains 32057 members 
Mstep: Class 4 contains 8057 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169093 members 
Mstep: Class 10 contains 43101 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2792 members 
Mstep: Class 17 contains 173994 members 
Mstep: Class 21 contains 93752 members 
Mstep: Class 22 contains 145407 members 
Mstep: Class 23 contains 19862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438528.000000 Penalty: 65165.144531
Iteration 113Q: 20 clusters Score -1.374385e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257901 members 
Mstep: Class 2 contains 49889 members 
Mstep: Class 3 contains 32726 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 11446 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169069 members 
Mstep: Class 10 contains 43101 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2788 members 
Mstep: Class 17 contains 173855 members 
Mstep: Class 21 contains 93776 members 
Mstep: Class 22 contains 144973 members 
Mstep: Class 23 contains 19875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438912.000000 Penalty: 65165.144531
Iteration 114Q: 20 clusters Score -1.374389e+08 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257833 members 
Mstep: Class 2 contains 49894 members 
Mstep: Class 3 contains 33368 members 
Mstep: Class 4 contains 8077 members 
Mstep: Class 5 contains 11401 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169053 members 
Mstep: Class 10 contains 43124 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2790 members 
Mstep: Class 17 contains 173718 members 
Mstep: Class 21 contains 93791 members 
Mstep: Class 22 contains 144517 members 
Mstep: Class 23 contains 19898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438848.000000 Penalty: 65165.144531
Iteration 115Q: 20 clusters Score -1.374388e+08 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257757 members 
Mstep: Class 2 contains 49905 members 
Mstep: Class 3 contains 33932 members 
Mstep: Class 4 contains 8075 members 
Mstep: Class 5 contains 11348 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169074 members 
Mstep: Class 10 contains 43149 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2788 members 
Mstep: Class 17 contains 173646 members 
Mstep: Class 21 contains 93772 members 
Mstep: Class 22 contains 144106 members 
Mstep: Class 23 contains 19912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438976.000000 Penalty: 65165.144531
Iteration 116Q: 20 clusters Score -1.37439e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257742 members 
Mstep: Class 2 contains 49915 members 
Mstep: Class 3 contains 34470 members 
Mstep: Class 4 contains 8079 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169136 members 
Mstep: Class 10 contains 43156 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 17 contains 173530 members 
Mstep: Class 21 contains 93747 members 
Mstep: Class 22 contains 143702 members 
Mstep: Class 23 contains 19928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439072.000000 Penalty: 65165.144531
Iteration 117Q: 20 clusters Score -1.374391e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257763 members 
Mstep: Class 2 contains 49931 members 
Mstep: Class 3 contains 34979 members 
Mstep: Class 4 contains 8086 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169141 members 
Mstep: Class 10 contains 43159 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1097 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2780 members 
Mstep: Class 17 contains 173467 members 
Mstep: Class 21 contains 93739 members 
Mstep: Class 22 contains 143288 members 
Mstep: Class 23 contains 19931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439392.000000 Penalty: 65165.144531
Iteration 118Q: 20 clusters Score -1.374394e+08 nChanged 2338
Entering ConstructFrom: 
Score: -137439392.000000 Penalty: 65165.144531
Entering ConstructFrom: 
Trying to split cluster 1 (257831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257831 members 
Entering Unmasked Estep 
Score: -35414608.000000 Penalty: 3090.094727
	Iteration 0F: 2 clusters Score -3.541461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128952 members 
Mstep: Class 2 contains 128879 members 
Entering Unmasked Estep 
Score: -35259252.000000 Penalty: 6180.189453
	Iteration 0F: 3 clusters Score -3.525925e+07 nChanged 124451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131281 members 
Mstep: Class 2 contains 126550 members 
Entering Unmasked Estep 
Score: -35331700.000000 Penalty: 6180.189453
	Iteration 1F: 3 clusters Score -3.53317e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 125069 members 
Entering Unmasked Estep 
Score: -35332780.000000 Penalty: 6180.189453
	Iteration 2Q: 3 clusters Score -3.533278e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135173 members 
Mstep: Class 2 contains 122658 members 
Entering Unmasked Estep 
Score: -35333936.000000 Penalty: 6180.189453
	Iteration 3Q: 3 clusters Score -3.533394e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138766 members 
Mstep: Class 2 contains 119065 members 
Entering Unmasked Estep 
Score: -35335408.000000 Penalty: 6180.189453
	Iteration 4Q: 3 clusters Score -3.533541e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144274 members 
Mstep: Class 2 contains 113557 members 
Entering Unmasked Estep 
Score: -35337984.000000 Penalty: 6180.189453
	Iteration 5Q: 3 clusters Score -3.533798e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -35342336.000000 Penalty: 6180.189453
	Iteration 6Q: 3 clusters Score -3.534234e+07 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164089 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -35349800.000000 Penalty: 6180.189453
	Iteration 7F: 3 clusters Score -3.53498e+07 nChanged 17237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178572 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -35361216.000000 Penalty: 6180.189453
	Iteration 8F: 3 clusters Score -3.536122e+07 nChanged 18195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193535 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -35374804.000000 Penalty: 6180.189453
	Iteration 9F: 3 clusters Score -3.53748e+07 nChanged 15608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205275 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -35385736.000000 Penalty: 6180.189453
	Iteration 10F: 3 clusters Score -3.538574e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212819 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -35392364.000000 Penalty: 6180.189453
	Iteration 11Q: 3 clusters Score -3.539236e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217614 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -35395764.000000 Penalty: 6180.189453
	Iteration 12Q: 3 clusters Score -3.539576e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221179 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -35397404.000000 Penalty: 6180.189453
	Iteration 13Q: 3 clusters Score -3.53974e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224159 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -35398452.000000 Penalty: 6180.189453
	Iteration 14Q: 3 clusters Score -3.539845e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226887 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -35399204.000000 Penalty: 6180.189453
	Iteration 15Q: 3 clusters Score -3.53992e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229354 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -35399932.000000 Penalty: 6180.189453
	Iteration 16Q: 3 clusters Score -3.539993e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231714 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -35401012.000000 Penalty: 6180.189453
	Iteration 17Q: 3 clusters Score -3.540101e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233914 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -35401788.000000 Penalty: 6180.189453
	Iteration 18Q: 3 clusters Score -3.540179e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235977 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -35402620.000000 Penalty: 6180.189453
	Iteration 19Q: 3 clusters Score -3.540262e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237928 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -35403500.000000 Penalty: 6180.189453
	Iteration 20F: 3 clusters Score -3.54035e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239769 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -35404140.000000 Penalty: 6180.189453
	Iteration 21Q: 3 clusters Score -3.540414e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241490 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -35405128.000000 Penalty: 6180.189453
	Iteration 22Q: 3 clusters Score -3.540513e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243057 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -35405876.000000 Penalty: 6180.189453
	Iteration 23Q: 3 clusters Score -3.540588e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244483 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -35406636.000000 Penalty: 6180.189453
	Iteration 24Q: 3 clusters Score -3.540664e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245775 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -35407408.000000 Penalty: 6180.189453
	Iteration 25Q: 3 clusters Score -3.540741e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246885 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -35408008.000000 Penalty: 6180.189453
	Iteration 26Q: 3 clusters Score -3.540801e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247895 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -35408724.000000 Penalty: 6180.189453
	Iteration 27Q: 3 clusters Score -3.540872e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248813 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -35409256.000000 Penalty: 6180.189453
	Iteration 28Q: 3 clusters Score -3.540926e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249605 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -35409768.000000 Penalty: 6180.189453
	Iteration 29Q: 3 clusters Score -3.540977e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250288 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -35410364.000000 Penalty: 6180.189453
	Iteration 30Q: 3 clusters Score -3.541036e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250859 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -35410912.000000 Penalty: 6180.189453
	Iteration 31Q: 3 clusters Score -3.541091e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251322 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -35411208.000000 Penalty: 6180.189453
	Iteration 32Q: 3 clusters Score -3.541121e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251699 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -35411528.000000 Penalty: 6180.189453
	Iteration 33Q: 3 clusters Score -3.541153e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252002 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -35411812.000000 Penalty: 6180.189453
	Iteration 34Q: 3 clusters Score -3.541181e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252275 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -35411880.000000 Penalty: 6180.189453
	Iteration 35Q: 3 clusters Score -3.541188e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252478 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -35412060.000000 Penalty: 6180.189453
	Iteration 36Q: 3 clusters Score -3.541206e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252634 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -35412196.000000 Penalty: 6180.189453
	Iteration 37Q: 3 clusters Score -3.54122e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252749 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -35412244.000000 Penalty: 6180.189453
	Iteration 38Q: 3 clusters Score -3.541224e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252829 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -35412372.000000 Penalty: 6180.189453
	Iteration 39Q: 3 clusters Score -3.541237e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252908 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -35412432.000000 Penalty: 6180.189453
	Iteration 40F: 3 clusters Score -3.541243e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252958 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -35412440.000000 Penalty: 6180.189453
	Iteration 41Q: 3 clusters Score -3.541244e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253011 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -35412452.000000 Penalty: 6180.189453
	Iteration 42Q: 3 clusters Score -3.541245e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253053 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -35412476.000000 Penalty: 6180.189453
	Iteration 43Q: 3 clusters Score -3.541248e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253082 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -35412496.000000 Penalty: 6180.189453
	Iteration 44Q: 3 clusters Score -3.54125e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253096 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -35412516.000000 Penalty: 6180.189453
	Iteration 45Q: 3 clusters Score -3.541252e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253117 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -35412516.000000 Penalty: 6180.189453
	Iteration 46Q: 3 clusters Score -3.541252e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253135 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -35412568.000000 Penalty: 6180.189453
	Iteration 47Q: 3 clusters Score -3.541257e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253147 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -35412556.000000 Penalty: 6180.189453
	Iteration 48Q: 3 clusters Score -3.541256e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253168 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -35412576.000000 Penalty: 6180.189453
	Iteration 49Q: 3 clusters Score -3.541258e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253180 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -35412592.000000 Penalty: 6180.189453
	Iteration 50Q: 3 clusters Score -3.541259e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253184 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -35412620.000000 Penalty: 6180.189453
	Iteration 51Q: 3 clusters Score -3.541262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253194 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -35412628.000000 Penalty: 6180.189453
	Iteration 52Q: 3 clusters Score -3.541263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253201 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -35412604.000000 Penalty: 6180.189453
	Iteration 53Q: 3 clusters Score -3.54126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253206 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -35412616.000000 Penalty: 6180.189453
	Iteration 54Q: 3 clusters Score -3.541262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253208 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -35412596.000000 Penalty: 6180.189453
	Iteration 55Q: 3 clusters Score -3.54126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253215 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -35412608.000000 Penalty: 6180.189453
	Iteration 56Q: 3 clusters Score -3.541261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253213 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -35412616.000000 Penalty: 6180.189453
	Iteration 57Q: 3 clusters Score -3.541262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253215 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -35412612.000000 Penalty: 6180.189453
	Iteration 58Q: 3 clusters Score -3.541261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253220 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -35412628.000000 Penalty: 6180.189453
	Iteration 59Q: 3 clusters Score -3.541263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253223 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -35412632.000000 Penalty: 6180.189453
	Iteration 60F: 3 clusters Score -3.541263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253227 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -35412620.000000 Penalty: 6180.189453
	Iteration 61Q: 3 clusters Score -3.541262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253228 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -35412628.000000 Penalty: 6180.189453
	Iteration 62Q: 3 clusters Score -3.541263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253230 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -35412624.000000 Penalty: 6180.189453
	Iteration 63Q: 3 clusters Score -3.541262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253229 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -35412624.000000 Penalty: 6180.189453
	Iteration 64Q: 3 clusters Score -3.541262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253229 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -35412624.000000 Penalty: 6180.189453
	Iteration 65F: 3 clusters Score -3.541262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Entering Unmasked Estep 
Score: -6685119.500000 Penalty: 2683.052002
	Iteration 0F: 2 clusters Score -6685120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -6651358.500000 Penalty: 5366.104004
	Iteration 0F: 3 clusters Score -6651358 nChanged 23160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -6664309.500000 Penalty: 5366.104004
	Iteration 1F: 3 clusters Score -6664310 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -6665031.500000 Penalty: 5366.104004
	Iteration 2Q: 3 clusters Score -6665032 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -6666120.000000 Penalty: 5366.104004
	Iteration 3Q: 3 clusters Score -6666120 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -6667769.500000 Penalty: 5366.104004
	Iteration 4F: 3 clusters Score -6667770 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -6669989.000000 Penalty: 5366.104004
	Iteration 5F: 3 clusters Score -6669989 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -6672422.000000 Penalty: 5366.104004
	Iteration 6F: 3 clusters Score -6672422 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -6674585.500000 Penalty: 5366.104004
	Iteration 7F: 3 clusters Score -6674586 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -6676262.500000 Penalty: 5366.104004
	Iteration 8F: 3 clusters Score -6676262 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -6677396.000000 Penalty: 5366.104004
	Iteration 9F: 3 clusters Score -6677396 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -6678029.500000 Penalty: 5366.104004
	Iteration 10Q: 3 clusters Score -6678030 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -6678480.000000 Penalty: 5366.104004
	Iteration 11Q: 3 clusters Score -6678480 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -6678851.500000 Penalty: 5366.104004
	Iteration 12Q: 3 clusters Score -6678852 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -6679196.000000 Penalty: 5366.104004
	Iteration 13Q: 3 clusters Score -6679196 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -6679609.000000 Penalty: 5366.104004
	Iteration 14Q: 3 clusters Score -6679609 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -6680315.000000 Penalty: 5366.104004
	Iteration 15Q: 3 clusters Score -6680315 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -6681195.500000 Penalty: 5366.104004
	Iteration 16Q: 3 clusters Score -6681196 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -6682495.000000 Penalty: 5366.104004
	Iteration 17Q: 3 clusters Score -6682495 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -6684076.500000 Penalty: 5366.104004
	Iteration 18Q: 3 clusters Score -6684076 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -6685275.500000 Penalty: 5366.104004
	Iteration 19Q: 3 clusters Score -6685276 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -6686020.500000 Penalty: 5366.104004
	Iteration 20F: 3 clusters Score -6686020 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6686351.500000 Penalty: 5366.104004
	Iteration 21Q: 3 clusters Score -6686352 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -6686461.000000 Penalty: 5366.104004
	Iteration 22Q: 3 clusters Score -6686461 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6686525.000000 Penalty: 5366.104004
	Iteration 23Q: 3 clusters Score -6686525 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6686576.500000 Penalty: 5366.104004
	Iteration 24Q: 3 clusters Score -6686576 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6686592.500000 Penalty: 5366.104004
	Iteration 25Q: 3 clusters Score -6686592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -6686605.500000 Penalty: 5366.104004
	Iteration 26Q: 3 clusters Score -6686606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6686614.000000 Penalty: 5366.104004
	Iteration 27Q: 3 clusters Score -6686614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6686642.000000 Penalty: 5366.104004
	Iteration 28Q: 3 clusters Score -6686642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6686652.000000 Penalty: 5366.104004
	Iteration 29Q: 3 clusters Score -6686652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -6686640.000000 Penalty: 5366.104004
	Iteration 30Q: 3 clusters Score -6686640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6686648.000000 Penalty: 5366.104004
	Iteration 31Q: 3 clusters Score -6686648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6686648.500000 Penalty: 5366.104004
	Iteration 32Q: 3 clusters Score -6686648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6686641.000000 Penalty: 5366.104004
	Iteration 33Q: 3 clusters Score -6686641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6686645.500000 Penalty: 5366.104004
	Iteration 34Q: 3 clusters Score -6686646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6686646.000000 Penalty: 5366.104004
	Iteration 35Q: 3 clusters Score -6686646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6686647.500000 Penalty: 5366.104004
	Iteration 36Q: 3 clusters Score -6686648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6686647.000000 Penalty: 5366.104004
	Iteration 37Q: 3 clusters Score -6686647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6686647.000000 Penalty: 5366.104004
	Iteration 38F: 3 clusters Score -6686647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257831 members 
Mstep: Class 2 contains 47550 members 
Mstep: Class 3 contains 35420 members 
Mstep: Class 4 contains 8092 members 
Mstep: Class 5 contains 11124 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169121 members 
Mstep: Class 10 contains 43201 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 173356 members 
Mstep: Class 21 contains 93744 members 
Mstep: Class 22 contains 142901 members 
Mstep: Class 23 contains 19949 members 
Entering Unmasked Estep 
Score: -137440096.000000 Penalty: 68594.890625
Splitting cluster 2 changes total score from -137439392.000000 to -137440096.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (35420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Entering Unmasked Estep 
Score: -4936169.000000 Penalty: 2597.807861
	Iteration 0F: 2 clusters Score -4936169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -4912083.500000 Penalty: 5195.615723
	Iteration 0F: 3 clusters Score -4912084 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4920684.000000 Penalty: 5195.615723
	Iteration 1F: 3 clusters Score -4920684 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -4921189.500000 Penalty: 5195.615723
	Iteration 2Q: 3 clusters Score -4921190 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -4921579.000000 Penalty: 5195.615723
	Iteration 3Q: 3 clusters Score -4921579 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4921926.000000 Penalty: 5195.615723
	Iteration 4Q: 3 clusters Score -4921926 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -4922186.000000 Penalty: 5195.615723
	Iteration 5Q: 3 clusters Score -4922186 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -4922457.500000 Penalty: 5195.615723
	Iteration 6Q: 3 clusters Score -4922458 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -4922701.500000 Penalty: 5195.615723
	Iteration 7Q: 3 clusters Score -4922702 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -4922957.500000 Penalty: 5195.615723
	Iteration 8Q: 3 clusters Score -4922958 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -4923234.000000 Penalty: 5195.615723
	Iteration 9Q: 3 clusters Score -4923234 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -4923612.000000 Penalty: 5195.615723
	Iteration 10Q: 3 clusters Score -4923612 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -4924155.000000 Penalty: 5195.615723
	Iteration 11Q: 3 clusters Score -4924155 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -4924882.500000 Penalty: 5195.615723
	Iteration 12Q: 3 clusters Score -4924882 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -4926028.500000 Penalty: 5195.615723
	Iteration 13F: 3 clusters Score -4926028 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -4927530.500000 Penalty: 5195.615723
	Iteration 14F: 3 clusters Score -4927530 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -4929264.500000 Penalty: 5195.615723
	Iteration 15F: 3 clusters Score -4929264 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -4930868.000000 Penalty: 5195.615723
	Iteration 16F: 3 clusters Score -4930868 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4931962.000000 Penalty: 5195.615723
	Iteration 17Q: 3 clusters Score -4931962 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4932603.500000 Penalty: 5195.615723
	Iteration 18Q: 3 clusters Score -4932604 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4933046.500000 Penalty: 5195.615723
	Iteration 19Q: 3 clusters Score -4933046 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4933329.000000 Penalty: 5195.615723
	Iteration 20F: 3 clusters Score -4933329 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4933485.500000 Penalty: 5195.615723
	Iteration 21Q: 3 clusters Score -4933486 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4933586.000000 Penalty: 5195.615723
	Iteration 22Q: 3 clusters Score -4933586 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4933664.000000 Penalty: 5195.615723
	Iteration 23Q: 3 clusters Score -4933664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4933724.000000 Penalty: 5195.615723
	Iteration 24Q: 3 clusters Score -4933724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4933760.500000 Penalty: 5195.615723
	Iteration 25Q: 3 clusters Score -4933760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4933804.000000 Penalty: 5195.615723
	Iteration 26Q: 3 clusters Score -4933804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4933849.500000 Penalty: 5195.615723
	Iteration 27Q: 3 clusters Score -4933850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4933877.500000 Penalty: 5195.615723
	Iteration 28Q: 3 clusters Score -4933878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4933893.000000 Penalty: 5195.615723
	Iteration 29Q: 3 clusters Score -4933893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4933905.000000 Penalty: 5195.615723
	Iteration 30Q: 3 clusters Score -4933905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4933919.500000 Penalty: 5195.615723
	Iteration 31Q: 3 clusters Score -4933920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4933922.500000 Penalty: 5195.615723
	Iteration 32Q: 3 clusters Score -4933922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4933934.500000 Penalty: 5195.615723
	Iteration 33Q: 3 clusters Score -4933934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4933938.000000 Penalty: 5195.615723
	Iteration 34Q: 3 clusters Score -4933938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4933943.500000 Penalty: 5195.615723
	Iteration 35Q: 3 clusters Score -4933944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4933950.000000 Penalty: 5195.615723
	Iteration 36Q: 3 clusters Score -4933950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4933947.500000 Penalty: 5195.615723
	Iteration 37Q: 3 clusters Score -4933948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4933962.000000 Penalty: 5195.615723
	Iteration 38Q: 3 clusters Score -4933962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4933957.500000 Penalty: 5195.615723
	Iteration 39Q: 3 clusters Score -4933958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4933957.000000 Penalty: 5195.615723
	Iteration 40F: 3 clusters Score -4933957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4933960.500000 Penalty: 5195.615723
	Iteration 41Q: 3 clusters Score -4933960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4933961.000000 Penalty: 5195.615723
	Iteration 42Q: 3 clusters Score -4933961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4933962.000000 Penalty: 5195.615723
	Iteration 43Q: 3 clusters Score -4933962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4933961.000000 Penalty: 5195.615723
	Iteration 44Q: 3 clusters Score -4933961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4933968.500000 Penalty: 5195.615723
	Iteration 45Q: 3 clusters Score -4933968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4933967.500000 Penalty: 5195.615723
	Iteration 46Q: 3 clusters Score -4933968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4933971.000000 Penalty: 5195.615723
	Iteration 47Q: 3 clusters Score -4933971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4933971.500000 Penalty: 5195.615723
	Iteration 48Q: 3 clusters Score -4933972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4933970.000000 Penalty: 5195.615723
	Iteration 49Q: 3 clusters Score -4933970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4933970.000000 Penalty: 5195.615723
	Iteration 50F: 3 clusters Score -4933970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Entering Unmasked Estep 
Score: -1083500.250000 Penalty: 2231.660645
	Iteration 0F: 2 clusters Score -1083500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1077087.125000 Penalty: 4463.321289
	Iteration 0F: 3 clusters Score -1077087 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1078894.000000 Penalty: 4463.321289
	Iteration 1F: 3 clusters Score -1078894 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1079180.875000 Penalty: 4463.321289
	Iteration 2F: 3 clusters Score -1079181 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1079360.625000 Penalty: 4463.321289
	Iteration 3Q: 3 clusters Score -1079361 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1079503.875000 Penalty: 4463.321289
	Iteration 4Q: 3 clusters Score -1079504 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1079603.375000 Penalty: 4463.321289
	Iteration 5Q: 3 clusters Score -1079603 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1079692.500000 Penalty: 4463.321289
	Iteration 6Q: 3 clusters Score -1079692 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1079786.875000 Penalty: 4463.321289
	Iteration 7Q: 3 clusters Score -1079787 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1079873.125000 Penalty: 4463.321289
	Iteration 8Q: 3 clusters Score -1079873 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1079942.500000 Penalty: 4463.321289
	Iteration 9Q: 3 clusters Score -1079942 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1080002.250000 Penalty: 4463.321289
	Iteration 10Q: 3 clusters Score -1080002 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1080057.875000 Penalty: 4463.321289
	Iteration 11Q: 3 clusters Score -1080058 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1080108.625000 Penalty: 4463.321289
	Iteration 12Q: 3 clusters Score -1080109 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1080166.500000 Penalty: 4463.321289
	Iteration 13Q: 3 clusters Score -1080166 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1080231.250000 Penalty: 4463.321289
	Iteration 14Q: 3 clusters Score -1080231 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1080306.125000 Penalty: 4463.321289
	Iteration 15Q: 3 clusters Score -1080306 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1080393.375000 Penalty: 4463.321289
	Iteration 16Q: 3 clusters Score -1080393 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1080491.625000 Penalty: 4463.321289
	Iteration 17Q: 3 clusters Score -1080492 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1080602.375000 Penalty: 4463.321289
	Iteration 18Q: 3 clusters Score -1080602 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1080706.875000 Penalty: 4463.321289
	Iteration 19Q: 3 clusters Score -1080707 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1080820.625000 Penalty: 4463.321289
	Iteration 20F: 3 clusters Score -1080821 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1080935.875000 Penalty: 4463.321289
	Iteration 21Q: 3 clusters Score -1080936 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1081045.625000 Penalty: 4463.321289
	Iteration 22Q: 3 clusters Score -1081046 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1081139.625000 Penalty: 4463.321289
	Iteration 23Q: 3 clusters Score -1081140 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1081229.125000 Penalty: 4463.321289
	Iteration 24Q: 3 clusters Score -1081229 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1081312.375000 Penalty: 4463.321289
	Iteration 25Q: 3 clusters Score -1081312 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1081379.000000 Penalty: 4463.321289
	Iteration 26Q: 3 clusters Score -1081379 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1081452.000000 Penalty: 4463.321289
	Iteration 27Q: 3 clusters Score -1081452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1081514.875000 Penalty: 4463.321289
	Iteration 28Q: 3 clusters Score -1081515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1081567.125000 Penalty: 4463.321289
	Iteration 29Q: 3 clusters Score -1081567 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1081618.750000 Penalty: 4463.321289
	Iteration 30Q: 3 clusters Score -1081619 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1081675.000000 Penalty: 4463.321289
	Iteration 31Q: 3 clusters Score -1081675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1081706.250000 Penalty: 4463.321289
	Iteration 32Q: 3 clusters Score -1081706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1081742.250000 Penalty: 4463.321289
	Iteration 33Q: 3 clusters Score -1081742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1081780.125000 Penalty: 4463.321289
	Iteration 34Q: 3 clusters Score -1081780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1081795.000000 Penalty: 4463.321289
	Iteration 35Q: 3 clusters Score -1081795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1081814.375000 Penalty: 4463.321289
	Iteration 36Q: 3 clusters Score -1081814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1081831.750000 Penalty: 4463.321289
	Iteration 37Q: 3 clusters Score -1081832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1081845.625000 Penalty: 4463.321289
	Iteration 38Q: 3 clusters Score -1081846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1081863.500000 Penalty: 4463.321289
	Iteration 39Q: 3 clusters Score -1081864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1081875.250000 Penalty: 4463.321289
	Iteration 40F: 3 clusters Score -1081875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1081887.500000 Penalty: 4463.321289
	Iteration 41Q: 3 clusters Score -1081888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1081904.625000 Penalty: 4463.321289
	Iteration 42Q: 3 clusters Score -1081905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1081918.500000 Penalty: 4463.321289
	Iteration 43Q: 3 clusters Score -1081918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1081931.875000 Penalty: 4463.321289
	Iteration 44Q: 3 clusters Score -1081932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1081945.125000 Penalty: 4463.321289
	Iteration 45Q: 3 clusters Score -1081945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1081960.750000 Penalty: 4463.321289
	Iteration 46Q: 3 clusters Score -1081961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1081970.625000 Penalty: 4463.321289
	Iteration 47Q: 3 clusters Score -1081971 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1081984.625000 Penalty: 4463.321289
	Iteration 48Q: 3 clusters Score -1081985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1081997.625000 Penalty: 4463.321289
	Iteration 49Q: 3 clusters Score -1081998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1082008.500000 Penalty: 4463.321289
	Iteration 50Q: 3 clusters Score -1082008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1082015.875000 Penalty: 4463.321289
	Iteration 51Q: 3 clusters Score -1082016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1082028.875000 Penalty: 4463.321289
	Iteration 52Q: 3 clusters Score -1082029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1082037.500000 Penalty: 4463.321289
	Iteration 53Q: 3 clusters Score -1082038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1082046.125000 Penalty: 4463.321289
	Iteration 54Q: 3 clusters Score -1082046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1082052.500000 Penalty: 4463.321289
	Iteration 55Q: 3 clusters Score -1082052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1082055.375000 Penalty: 4463.321289
	Iteration 56Q: 3 clusters Score -1082055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1082063.000000 Penalty: 4463.321289
	Iteration 57Q: 3 clusters Score -1082063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1082066.875000 Penalty: 4463.321289
	Iteration 58Q: 3 clusters Score -1082067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1082070.375000 Penalty: 4463.321289
	Iteration 59Q: 3 clusters Score -1082070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1082071.000000 Penalty: 4463.321289
	Iteration 60F: 3 clusters Score -1082071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1082078.125000 Penalty: 4463.321289
	Iteration 61Q: 3 clusters Score -1082078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1082080.250000 Penalty: 4463.321289
	Iteration 62Q: 3 clusters Score -1082080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1082084.000000 Penalty: 4463.321289
	Iteration 63Q: 3 clusters Score -1082084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1082088.500000 Penalty: 4463.321289
	Iteration 64Q: 3 clusters Score -1082088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1082093.625000 Penalty: 4463.321289
	Iteration 65Q: 3 clusters Score -1082094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1082095.500000 Penalty: 4463.321289
	Iteration 66Q: 3 clusters Score -1082096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1082098.000000 Penalty: 4463.321289
	Iteration 67Q: 3 clusters Score -1082098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1082098.500000 Penalty: 4463.321289
	Iteration 68Q: 3 clusters Score -1082098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1082098.875000 Penalty: 4463.321289
	Iteration 69Q: 3 clusters Score -1082099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1082101.250000 Penalty: 4463.321289
	Iteration 70Q: 3 clusters Score -1082101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1082102.625000 Penalty: 4463.321289
	Iteration 71Q: 3 clusters Score -1082103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1082103.750000 Penalty: 4463.321289
	Iteration 72Q: 3 clusters Score -1082104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1082103.875000 Penalty: 4463.321289
	Iteration 73Q: 3 clusters Score -1082104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1082103.875000 Penalty: 4463.321289
	Iteration 74F: 3 clusters Score -1082104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Entering Unmasked Estep 
Score: -1532841.250000 Penalty: 2310.581299
	Iteration 0F: 2 clusters Score -1532841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1524404.625000 Penalty: 4621.162598
	Iteration 0F: 3 clusters Score -1524405 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1526910.500000 Penalty: 4621.162598
	Iteration 1F: 3 clusters Score -1526910 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1527242.000000 Penalty: 4621.162598
	Iteration 2F: 3 clusters Score -1527242 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1527558.250000 Penalty: 4621.162598
	Iteration 3F: 3 clusters Score -1527558 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1527895.750000 Penalty: 4621.162598
	Iteration 4F: 3 clusters Score -1527896 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1528258.000000 Penalty: 4621.162598
	Iteration 5F: 3 clusters Score -1528258 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1528695.875000 Penalty: 4621.162598
	Iteration 6F: 3 clusters Score -1528696 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1529219.250000 Penalty: 4621.162598
	Iteration 7F: 3 clusters Score -1529219 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1529736.000000 Penalty: 4621.162598
	Iteration 8F: 3 clusters Score -1529736 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1530142.750000 Penalty: 4621.162598
	Iteration 9Q: 3 clusters Score -1530143 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1530427.500000 Penalty: 4621.162598
	Iteration 10Q: 3 clusters Score -1530428 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1530615.625000 Penalty: 4621.162598
	Iteration 11Q: 3 clusters Score -1530616 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1530714.375000 Penalty: 4621.162598
	Iteration 12Q: 3 clusters Score -1530714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1530763.500000 Penalty: 4621.162598
	Iteration 13Q: 3 clusters Score -1530764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1530800.125000 Penalty: 4621.162598
	Iteration 14Q: 3 clusters Score -1530800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1530829.000000 Penalty: 4621.162598
	Iteration 15Q: 3 clusters Score -1530829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1530860.250000 Penalty: 4621.162598
	Iteration 16Q: 3 clusters Score -1530860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1530873.250000 Penalty: 4621.162598
	Iteration 17Q: 3 clusters Score -1530873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1530885.000000 Penalty: 4621.162598
	Iteration 18Q: 3 clusters Score -1530885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1530896.750000 Penalty: 4621.162598
	Iteration 19Q: 3 clusters Score -1530897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1530900.375000 Penalty: 4621.162598
	Iteration 20F: 3 clusters Score -1530900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1530904.875000 Penalty: 4621.162598
	Iteration 21Q: 3 clusters Score -1530905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1530909.000000 Penalty: 4621.162598
	Iteration 22Q: 3 clusters Score -1530909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1530914.500000 Penalty: 4621.162598
	Iteration 23Q: 3 clusters Score -1530914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1530915.500000 Penalty: 4621.162598
	Iteration 24Q: 3 clusters Score -1530916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1530917.875000 Penalty: 4621.162598
	Iteration 25Q: 3 clusters Score -1530918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1530921.750000 Penalty: 4621.162598
	Iteration 26Q: 3 clusters Score -1530922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1530927.000000 Penalty: 4621.162598
	Iteration 27Q: 3 clusters Score -1530927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1530927.875000 Penalty: 4621.162598
	Iteration 28Q: 3 clusters Score -1530928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1530929.875000 Penalty: 4621.162598
	Iteration 29Q: 3 clusters Score -1530930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1530929.875000 Penalty: 4621.162598
	Iteration 30F: 3 clusters Score -1530930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -92901.117188 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -92901.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91242.226562 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -91242.23 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91722.523438 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -91722.52 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92131.875000 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -92131.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92392.507812 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -92392.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92591.421875 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -92591.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92812.875000 Penalty: 3301.736328
	Iteration 5F: 3 clusters Score -92812.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92925.656250 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -92925.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92980.093750 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -92980.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93003.046875 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -93003.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93033.203125 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -93033.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93051.031250 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -93051.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93062.429688 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -93062.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -93073.460938 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -93073.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93083.296875 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -93083.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93099.648438 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -93099.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -93114.500000 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -93114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -93120.468750 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -93120.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -93121.414062 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -93121.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -93121.414062 Penalty: 3301.736328
	Iteration 18F: 3 clusters Score -93121.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257831 members 
Mstep: Class 2 contains 47550 members 
Mstep: Class 3 contains 35420 members 
Mstep: Class 4 contains 8092 members 
Mstep: Class 5 contains 11124 members 
Mstep: Class 6 contains 351 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169121 members 
Mstep: Class 10 contains 43201 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 173356 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 93744 members 
Mstep: Class 22 contains 142901 members 
Mstep: Class 23 contains 19949 members 
Entering Unmasked Estep 
Score: -137438544.000000 Penalty: 72024.632812
Splitting cluster 6 changes total score from -137439392.000000 to -137438544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -125936.101562 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -125936.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124033.335938 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -124033.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125052.796875 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -125052.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125843.875000 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -125843.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -126710.234375 Penalty: 3470.807617
	Iteration 3F: 3 clusters Score -126710.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -126976.281250 Penalty: 3470.807617
	Iteration 4Q: 3 clusters Score -126976.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -127040.960938 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -127041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -127079.851562 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -127079.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -127132.789062 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -127132.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127143.640625 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -127143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -127145.132812 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -127145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -127145.132812 Penalty: 3470.807617
	Iteration 10F: 3 clusters Score -127145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257831 members 
Mstep: Class 2 contains 47550 members 
Mstep: Class 3 contains 35420 members 
Mstep: Class 4 contains 8092 members 
Mstep: Class 5 contains 11124 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169121 members 
Mstep: Class 10 contains 43201 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 173356 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93744 members 
Mstep: Class 22 contains 142901 members 
Mstep: Class 23 contains 19949 members 
Entering Unmasked Estep 
Score: -137439584.000000 Penalty: 72024.632812
Splitting cluster 7 changes total score from -137439392.000000 to -137439584.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 8 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -163212.343750 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -163212.3 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 600 members 
Entering Unmasked Estep 
Score: -161085.484375 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -161085.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -161438.250000 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -161438.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -161521.671875 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -161521.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -161562.750000 Penalty: 3530.536133
	Iteration 3Q: 3 clusters Score -161562.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -161593.687500 Penalty: 3530.536133
	Iteration 4Q: 3 clusters Score -161593.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -161616.093750 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -161616.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -161636.687500 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -161636.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -161670.312500 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -161670.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -161702.765625 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -161702.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -161724.750000 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -161724.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161739.468750 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -161739.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -161754.562500 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -161754.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -161766.500000 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -161766.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -161773.640625 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -161773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161775.906250 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -161775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -161776.609375 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -161776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -161778.109375 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -161778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161778.968750 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -161779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -161779.312500 Penalty: 3530.536133
	Iteration 18Q: 3 clusters Score -161779.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -161779.312500 Penalty: 3530.536133
	Iteration 19F: 3 clusters Score -161779.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (169121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169121 members 
Entering Unmasked Estep 
Score: -23349790.000000 Penalty: 2985.515869
	Iteration 0F: 2 clusters Score -2.334979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -23241650.000000 Penalty: 5971.031738
	Iteration 0F: 3 clusters Score -2.324165e+07 nChanged 80925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87643 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
Score: -23288322.000000 Penalty: 5971.031738
	Iteration 1F: 3 clusters Score -2.328832e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -23289666.000000 Penalty: 5971.031738
	Iteration 2Q: 3 clusters Score -2.328967e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -23291332.000000 Penalty: 5971.031738
	Iteration 3Q: 3 clusters Score -2.329133e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 71205 members 
Entering Unmasked Estep 
Score: -23293822.000000 Penalty: 5971.031738
	Iteration 4Q: 3 clusters Score -2.329382e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105199 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -23297910.000000 Penalty: 5971.031738
	Iteration 5Q: 3 clusters Score -2.329791e+07 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115441 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -23305162.000000 Penalty: 5971.031738
	Iteration 6F: 3 clusters Score -2.330516e+07 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128467 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -23315592.000000 Penalty: 5971.031738
	Iteration 7F: 3 clusters Score -2.331559e+07 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142129 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -23327724.000000 Penalty: 5971.031738
	Iteration 8F: 3 clusters Score -2.332772e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153652 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -23336824.000000 Penalty: 5971.031738
	Iteration 9F: 3 clusters Score -2.333682e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161433 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -23342332.000000 Penalty: 5971.031738
	Iteration 10Q: 3 clusters Score -2.334233e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -23345062.000000 Penalty: 5971.031738
	Iteration 11Q: 3 clusters Score -2.334506e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167445 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -23346144.000000 Penalty: 5971.031738
	Iteration 12Q: 3 clusters Score -2.334614e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168160 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -23346686.000000 Penalty: 5971.031738
	Iteration 13Q: 3 clusters Score -2.334669e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168433 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -23346912.000000 Penalty: 5971.031738
	Iteration 14Q: 3 clusters Score -2.334691e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168556 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -23347060.000000 Penalty: 5971.031738
	Iteration 15Q: 3 clusters Score -2.334706e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168612 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -23347108.000000 Penalty: 5971.031738
	Iteration 16Q: 3 clusters Score -2.334711e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168647 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -23347132.000000 Penalty: 5971.031738
	Iteration 17Q: 3 clusters Score -2.334713e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168666 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -23347156.000000 Penalty: 5971.031738
	Iteration 18Q: 3 clusters Score -2.334716e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168682 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -23347232.000000 Penalty: 5971.031738
	Iteration 19Q: 3 clusters Score -2.334723e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -23347236.000000 Penalty: 5971.031738
	Iteration 20F: 3 clusters Score -2.334724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168690 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -23347248.000000 Penalty: 5971.031738
	Iteration 21Q: 3 clusters Score -2.334725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -23347272.000000 Penalty: 5971.031738
	Iteration 22Q: 3 clusters Score -2.334727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168708 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -23347296.000000 Penalty: 5971.031738
	Iteration 23Q: 3 clusters Score -2.33473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168709 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -23347306.000000 Penalty: 5971.031738
	Iteration 24Q: 3 clusters Score -2.334731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168712 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -23347300.000000 Penalty: 5971.031738
	Iteration 25Q: 3 clusters Score -2.33473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168713 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -23347306.000000 Penalty: 5971.031738
	Iteration 26Q: 3 clusters Score -2.334731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -23347316.000000 Penalty: 5971.031738
	Iteration 27Q: 3 clusters Score -2.334732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -23347320.000000 Penalty: 5971.031738
	Iteration 28Q: 3 clusters Score -2.334732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168712 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -23347322.000000 Penalty: 5971.031738
	Iteration 29Q: 3 clusters Score -2.334732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168713 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -23347312.000000 Penalty: 5971.031738
	Iteration 30Q: 3 clusters Score -2.334731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168714 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23347318.000000 Penalty: 5971.031738
	Iteration 31Q: 3 clusters Score -2.334732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168715 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -23347320.000000 Penalty: 5971.031738
	Iteration 32Q: 3 clusters Score -2.334732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168715 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -23347328.000000 Penalty: 5971.031738
	Iteration 33Q: 3 clusters Score -2.334733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168714 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23347316.000000 Penalty: 5971.031738
	Iteration 34Q: 3 clusters Score -2.334732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168715 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -23347316.000000 Penalty: 5971.031738
	Iteration 35Q: 3 clusters Score -2.334732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168714 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23347314.000000 Penalty: 5971.031738
	Iteration 36Q: 3 clusters Score -2.334731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168713 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -23347322.000000 Penalty: 5971.031738
	Iteration 37Q: 3 clusters Score -2.334732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -23347324.000000 Penalty: 5971.031738
	Iteration 38Q: 3 clusters Score -2.334732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168710 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -23347322.000000 Penalty: 5971.031738
	Iteration 39Q: 3 clusters Score -2.334732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168708 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -23347318.000000 Penalty: 5971.031738
	Iteration 40F: 3 clusters Score -2.334732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168709 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -23347322.000000 Penalty: 5971.031738
	Iteration 41Q: 3 clusters Score -2.334732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -23347326.000000 Penalty: 5971.031738
	Iteration 42Q: 3 clusters Score -2.334733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168713 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -23347322.000000 Penalty: 5971.031738
	Iteration 43Q: 3 clusters Score -2.334732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168714 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23347318.000000 Penalty: 5971.031738
	Iteration 44Q: 3 clusters Score -2.334732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168715 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -23347314.000000 Penalty: 5971.031738
	Iteration 45Q: 3 clusters Score -2.334731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168716 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -23347310.000000 Penalty: 5971.031738
	Iteration 46Q: 3 clusters Score -2.334731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168717 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -23347306.000000 Penalty: 5971.031738
	Iteration 47Q: 3 clusters Score -2.334731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168718 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -23347318.000000 Penalty: 5971.031738
	Iteration 48Q: 3 clusters Score -2.334732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168718 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -23347318.000000 Penalty: 5971.031738
	Iteration 49F: 3 clusters Score -2.334732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Entering Unmasked Estep 
Score: -6017183.500000 Penalty: 2647.057617
	Iteration 0F: 2 clusters Score -6017184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -5988054.000000 Penalty: 5294.115234
	Iteration 0F: 3 clusters Score -5988054 nChanged 19742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -5999229.000000 Penalty: 5294.115234
	Iteration 1F: 3 clusters Score -5999229 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -6000173.000000 Penalty: 5294.115234
	Iteration 2F: 3 clusters Score -6000173 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -6001134.000000 Penalty: 5294.115234
	Iteration 3F: 3 clusters Score -6001134 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -6002053.500000 Penalty: 5294.115234
	Iteration 4F: 3 clusters Score -6002054 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -6002972.500000 Penalty: 5294.115234
	Iteration 5Q: 3 clusters Score -6002972 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -6004041.000000 Penalty: 5294.115234
	Iteration 6F: 3 clusters Score -6004041 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -6005330.500000 Penalty: 5294.115234
	Iteration 7F: 3 clusters Score -6005330 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -6006959.000000 Penalty: 5294.115234
	Iteration 8F: 3 clusters Score -6006959 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -6008804.500000 Penalty: 5294.115234
	Iteration 9F: 3 clusters Score -6008804 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -6010466.500000 Penalty: 5294.115234
	Iteration 10F: 3 clusters Score -6010466 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -6011491.500000 Penalty: 5294.115234
	Iteration 11Q: 3 clusters Score -6011492 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -6012057.000000 Penalty: 5294.115234
	Iteration 12Q: 3 clusters Score -6012057 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -6012325.500000 Penalty: 5294.115234
	Iteration 13Q: 3 clusters Score -6012326 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -6012519.500000 Penalty: 5294.115234
	Iteration 14Q: 3 clusters Score -6012520 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -6012723.000000 Penalty: 5294.115234
	Iteration 15Q: 3 clusters Score -6012723 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -6012862.000000 Penalty: 5294.115234
	Iteration 16Q: 3 clusters Score -6012862 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -6012957.500000 Penalty: 5294.115234
	Iteration 17Q: 3 clusters Score -6012958 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -6013090.000000 Penalty: 5294.115234
	Iteration 18Q: 3 clusters Score -6013090 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -6013212.500000 Penalty: 5294.115234
	Iteration 19Q: 3 clusters Score -6013212 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -6013292.000000 Penalty: 5294.115234
	Iteration 20F: 3 clusters Score -6013292 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -6013379.500000 Penalty: 5294.115234
	Iteration 21Q: 3 clusters Score -6013380 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -6013457.000000 Penalty: 5294.115234
	Iteration 22Q: 3 clusters Score -6013457 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -6013522.000000 Penalty: 5294.115234
	Iteration 23Q: 3 clusters Score -6013522 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -6013592.500000 Penalty: 5294.115234
	Iteration 24Q: 3 clusters Score -6013592 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -6013637.500000 Penalty: 5294.115234
	Iteration 25Q: 3 clusters Score -6013638 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -6013676.000000 Penalty: 5294.115234
	Iteration 26Q: 3 clusters Score -6013676 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -6013749.500000 Penalty: 5294.115234
	Iteration 27Q: 3 clusters Score -6013750 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -6013797.500000 Penalty: 5294.115234
	Iteration 28Q: 3 clusters Score -6013798 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -6013871.500000 Penalty: 5294.115234
	Iteration 29Q: 3 clusters Score -6013872 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -6013943.500000 Penalty: 5294.115234
	Iteration 30Q: 3 clusters Score -6013944 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -6014018.000000 Penalty: 5294.115234
	Iteration 31Q: 3 clusters Score -6014018 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -6014079.500000 Penalty: 5294.115234
	Iteration 32Q: 3 clusters Score -6014080 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -6014148.500000 Penalty: 5294.115234
	Iteration 33Q: 3 clusters Score -6014148 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -6014217.000000 Penalty: 5294.115234
	Iteration 34Q: 3 clusters Score -6014217 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -6014281.500000 Penalty: 5294.115234
	Iteration 35Q: 3 clusters Score -6014282 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -6014348.500000 Penalty: 5294.115234
	Iteration 36Q: 3 clusters Score -6014348 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -6014406.000000 Penalty: 5294.115234
	Iteration 37Q: 3 clusters Score -6014406 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -6014453.000000 Penalty: 5294.115234
	Iteration 38Q: 3 clusters Score -6014453 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -6014507.000000 Penalty: 5294.115234
	Iteration 39Q: 3 clusters Score -6014507 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -6014557.500000 Penalty: 5294.115234
	Iteration 40F: 3 clusters Score -6014558 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -6014603.500000 Penalty: 5294.115234
	Iteration 41Q: 3 clusters Score -6014604 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -6014653.000000 Penalty: 5294.115234
	Iteration 42Q: 3 clusters Score -6014653 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -6014698.000000 Penalty: 5294.115234
	Iteration 43Q: 3 clusters Score -6014698 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -6014718.500000 Penalty: 5294.115234
	Iteration 44Q: 3 clusters Score -6014718 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -6014737.500000 Penalty: 5294.115234
	Iteration 45Q: 3 clusters Score -6014738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -6014754.500000 Penalty: 5294.115234
	Iteration 46Q: 3 clusters Score -6014754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -6014771.500000 Penalty: 5294.115234
	Iteration 47Q: 3 clusters Score -6014772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -6014777.000000 Penalty: 5294.115234
	Iteration 48Q: 3 clusters Score -6014777 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -6014826.000000 Penalty: 5294.115234
	Iteration 49Q: 3 clusters Score -6014826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -6014836.500000 Penalty: 5294.115234
	Iteration 50Q: 3 clusters Score -6014836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -6014860.500000 Penalty: 5294.115234
	Iteration 51Q: 3 clusters Score -6014860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -6014866.500000 Penalty: 5294.115234
	Iteration 52Q: 3 clusters Score -6014866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -6014885.000000 Penalty: 5294.115234
	Iteration 53Q: 3 clusters Score -6014885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -6014892.000000 Penalty: 5294.115234
	Iteration 54Q: 3 clusters Score -6014892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -6014896.000000 Penalty: 5294.115234
	Iteration 55Q: 3 clusters Score -6014896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -6014904.000000 Penalty: 5294.115234
	Iteration 56Q: 3 clusters Score -6014904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -6014917.000000 Penalty: 5294.115234
	Iteration 57Q: 3 clusters Score -6014917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -6014928.500000 Penalty: 5294.115234
	Iteration 58Q: 3 clusters Score -6014928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -6014934.500000 Penalty: 5294.115234
	Iteration 59Q: 3 clusters Score -6014934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -6014938.000000 Penalty: 5294.115234
	Iteration 60F: 3 clusters Score -6014938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -6014922.000000 Penalty: 5294.115234
	Iteration 61Q: 3 clusters Score -6014922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -6014923.500000 Penalty: 5294.115234
	Iteration 62Q: 3 clusters Score -6014924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -6014926.500000 Penalty: 5294.115234
	Iteration 63Q: 3 clusters Score -6014926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -6014927.500000 Penalty: 5294.115234
	Iteration 64Q: 3 clusters Score -6014928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -6014927.500000 Penalty: 5294.115234
	Iteration 65Q: 3 clusters Score -6014928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -6014923.000000 Penalty: 5294.115234
	Iteration 66Q: 3 clusters Score -6014923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -6014930.000000 Penalty: 5294.115234
	Iteration 67Q: 3 clusters Score -6014930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -6014935.000000 Penalty: 5294.115234
	Iteration 68Q: 3 clusters Score -6014935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -6014943.000000 Penalty: 5294.115234
	Iteration 69Q: 3 clusters Score -6014943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -6014950.000000 Penalty: 5294.115234
	Iteration 70Q: 3 clusters Score -6014950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -6014945.500000 Penalty: 5294.115234
	Iteration 71Q: 3 clusters Score -6014946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -6014953.500000 Penalty: 5294.115234
	Iteration 72Q: 3 clusters Score -6014954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -6014965.000000 Penalty: 5294.115234
	Iteration 73Q: 3 clusters Score -6014965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -6014986.000000 Penalty: 5294.115234
	Iteration 74Q: 3 clusters Score -6014986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -6014990.000000 Penalty: 5294.115234
	Iteration 75Q: 3 clusters Score -6014990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -6014991.500000 Penalty: 5294.115234
	Iteration 76Q: 3 clusters Score -6014992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -6015003.500000 Penalty: 5294.115234
	Iteration 77Q: 3 clusters Score -6015004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -6015002.000000 Penalty: 5294.115234
	Iteration 78Q: 3 clusters Score -6015002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -6015006.000000 Penalty: 5294.115234
	Iteration 79Q: 3 clusters Score -6015006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -6015007.000000 Penalty: 5294.115234
	Iteration 80F: 3 clusters Score -6015007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -6015014.000000 Penalty: 5294.115234
	Iteration 81Q: 3 clusters Score -6015014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -6015010.500000 Penalty: 5294.115234
	Iteration 82Q: 3 clusters Score -6015010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -6015008.500000 Penalty: 5294.115234
	Iteration 83Q: 3 clusters Score -6015008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -6015010.500000 Penalty: 5294.115234
	Iteration 84Q: 3 clusters Score -6015010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -6015014.000000 Penalty: 5294.115234
	Iteration 85Q: 3 clusters Score -6015014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -6015029.000000 Penalty: 5294.115234
	Iteration 86Q: 3 clusters Score -6015029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -6015038.500000 Penalty: 5294.115234
	Iteration 87Q: 3 clusters Score -6015038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -6015043.000000 Penalty: 5294.115234
	Iteration 88Q: 3 clusters Score -6015043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -6015048.500000 Penalty: 5294.115234
	Iteration 89Q: 3 clusters Score -6015048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -6015056.500000 Penalty: 5294.115234
	Iteration 90Q: 3 clusters Score -6015056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -6015059.500000 Penalty: 5294.115234
	Iteration 91Q: 3 clusters Score -6015060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -6015061.500000 Penalty: 5294.115234
	Iteration 92Q: 3 clusters Score -6015062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -6015062.000000 Penalty: 5294.115234
	Iteration 93Q: 3 clusters Score -6015062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -6015077.000000 Penalty: 5294.115234
	Iteration 94Q: 3 clusters Score -6015077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -6015069.500000 Penalty: 5294.115234
	Iteration 95Q: 3 clusters Score -6015070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -6015077.000000 Penalty: 5294.115234
	Iteration 96Q: 3 clusters Score -6015077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -6015078.500000 Penalty: 5294.115234
	Iteration 97Q: 3 clusters Score -6015078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -6015084.000000 Penalty: 5294.115234
	Iteration 98Q: 3 clusters Score -6015084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -6015077.500000 Penalty: 5294.115234
	Iteration 99Q: 3 clusters Score -6015078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -6015078.500000 Penalty: 5294.115234
	Iteration 100F: 3 clusters Score -6015078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -6015074.000000 Penalty: 5294.115234
	Iteration 101Q: 3 clusters Score -6015074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -6015077.000000 Penalty: 5294.115234
	Iteration 102Q: 3 clusters Score -6015077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -6015077.000000 Penalty: 5294.115234
	Iteration 103F: 3 clusters Score -6015077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -158284.156250 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -158284.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -156312.468750 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -156312.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -156847.656250 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -156847.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157064.218750 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -157064.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -157180.671875 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -157180.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -157247.906250 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -157247.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -157293.890625 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -157293.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -157331.468750 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -157331.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -157352.796875 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -157352.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -157359.046875 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -157359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -157361.984375 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -157362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -157361.984375 Penalty: 3508.761963
	Iteration 10F: 3 clusters Score -157362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -93225.625000 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -93225.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91727.710938 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -91727.71 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92522.468750 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -92522.47 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93146.296875 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -93146.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -93426.726562 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -93426.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -93577.820312 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -93577.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -93693.671875 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -93693.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -93806.195312 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -93806.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -93909.257812 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -93909.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -94002.968750 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -94002.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -94046.796875 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -94046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -94046.796875 Penalty: 3313.704102
	Iteration 10F: 3 clusters Score -94046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257831 members 
Mstep: Class 2 contains 47550 members 
Mstep: Class 3 contains 35420 members 
Mstep: Class 4 contains 8092 members 
Mstep: Class 5 contains 11124 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169121 members 
Mstep: Class 10 contains 43201 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 173356 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 102 members 
Mstep: Class 21 contains 93744 members 
Mstep: Class 22 contains 142901 members 
Mstep: Class 23 contains 19949 members 
Entering Unmasked Estep 
Score: -137438656.000000 Penalty: 75454.375000
Splitting cluster 12 changes total score from -137439392.000000 to -137438656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -137906.062500 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -137906.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135921.968750 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -135922 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136293.515625 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -136293.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136479.046875 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -136479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -136556.390625 Penalty: 3472.617676
	Iteration 3Q: 3 clusters Score -136556.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -136615.875000 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -136615.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136670.796875 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -136670.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -136712.125000 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -136712.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -136739.546875 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -136739.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -136770.562500 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -136770.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -136833.937500 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -136833.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -136928.875000 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -136928.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -136991.859375 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -136991.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -137070.781250 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -137070.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -137139.281250 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -137139.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -137215.437500 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -137215.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -137286.218750 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -137286.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -137379.937500 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -137379.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -137447.046875 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -137447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -137484.812500 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -137484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -137497.046875 Penalty: 3472.617676
	Iteration 19Q: 3 clusters Score -137497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -137522.171875 Penalty: 3472.617676
	Iteration 20F: 3 clusters Score -137522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -137575.625000 Penalty: 3472.617676
	Iteration 21Q: 3 clusters Score -137575.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -137597.859375 Penalty: 3472.617676
	Iteration 22Q: 3 clusters Score -137597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -137604.546875 Penalty: 3472.617676
	Iteration 23Q: 3 clusters Score -137604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -137604.546875 Penalty: 3472.617676
	Iteration 24F: 3 clusters Score -137604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -67896.507812 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -67896.51 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 264 members 
Entering Unmasked Estep 
Score: -66297.679688 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -66297.68 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66496.414062 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -66496.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66550.296875 Penalty: 3124.278809
	Iteration 2Q: 3 clusters Score -66550.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66585.890625 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -66585.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66599.648438 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -66599.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66609.289062 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -66609.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66609.289062 Penalty: 3124.278809
	Iteration 6F: 3 clusters Score -66609.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -356563.312500 Penalty: 1966.512573
	Iteration 0F: 2 clusters Score -356563.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -353447.000000 Penalty: 3933.025146
	Iteration 0F: 3 clusters Score -353447 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -354090.937500 Penalty: 3933.025146
	Iteration 1F: 3 clusters Score -354090.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -354258.125000 Penalty: 3933.025146
	Iteration 2F: 3 clusters Score -354258.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -354368.406250 Penalty: 3933.025146
	Iteration 3F: 3 clusters Score -354368.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -354441.250000 Penalty: 3933.025146
	Iteration 4Q: 3 clusters Score -354441.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -354482.125000 Penalty: 3933.025146
	Iteration 5Q: 3 clusters Score -354482.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -354510.968750 Penalty: 3933.025146
	Iteration 6Q: 3 clusters Score -354511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -354527.718750 Penalty: 3933.025146
	Iteration 7Q: 3 clusters Score -354527.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -354541.000000 Penalty: 3933.025146
	Iteration 8Q: 3 clusters Score -354541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -354555.687500 Penalty: 3933.025146
	Iteration 9Q: 3 clusters Score -354555.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -354568.468750 Penalty: 3933.025146
	Iteration 10Q: 3 clusters Score -354568.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -354584.437500 Penalty: 3933.025146
	Iteration 11Q: 3 clusters Score -354584.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -354596.437500 Penalty: 3933.025146
	Iteration 12Q: 3 clusters Score -354596.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -354608.125000 Penalty: 3933.025146
	Iteration 13Q: 3 clusters Score -354608.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -354619.343750 Penalty: 3933.025146
	Iteration 14Q: 3 clusters Score -354619.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -354630.062500 Penalty: 3933.025146
	Iteration 15Q: 3 clusters Score -354630.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -354642.000000 Penalty: 3933.025146
	Iteration 16Q: 3 clusters Score -354642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -354653.375000 Penalty: 3933.025146
	Iteration 17Q: 3 clusters Score -354653.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -354661.656250 Penalty: 3933.025146
	Iteration 18Q: 3 clusters Score -354661.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -354672.687500 Penalty: 3933.025146
	Iteration 19Q: 3 clusters Score -354672.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -354685.531250 Penalty: 3933.025146
	Iteration 20F: 3 clusters Score -354685.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -354696.250000 Penalty: 3933.025146
	Iteration 21Q: 3 clusters Score -354696.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -354708.312500 Penalty: 3933.025146
	Iteration 22Q: 3 clusters Score -354708.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -354719.156250 Penalty: 3933.025146
	Iteration 23Q: 3 clusters Score -354719.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -354731.156250 Penalty: 3933.025146
	Iteration 24Q: 3 clusters Score -354731.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -354742.343750 Penalty: 3933.025146
	Iteration 25Q: 3 clusters Score -354742.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -354749.375000 Penalty: 3933.025146
	Iteration 26Q: 3 clusters Score -354749.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -354757.531250 Penalty: 3933.025146
	Iteration 27Q: 3 clusters Score -354757.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -354761.468750 Penalty: 3933.025146
	Iteration 28Q: 3 clusters Score -354761.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -354764.093750 Penalty: 3933.025146
	Iteration 29Q: 3 clusters Score -354764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -354765.750000 Penalty: 3933.025146
	Iteration 30Q: 3 clusters Score -354765.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -354767.000000 Penalty: 3933.025146
	Iteration 31Q: 3 clusters Score -354767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -354769.593750 Penalty: 3933.025146
	Iteration 32Q: 3 clusters Score -354769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -354772.656250 Penalty: 3933.025146
	Iteration 33Q: 3 clusters Score -354772.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -354777.750000 Penalty: 3933.025146
	Iteration 34Q: 3 clusters Score -354777.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -354786.093750 Penalty: 3933.025146
	Iteration 35Q: 3 clusters Score -354786.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -354797.250000 Penalty: 3933.025146
	Iteration 36Q: 3 clusters Score -354797.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -354808.750000 Penalty: 3933.025146
	Iteration 37Q: 3 clusters Score -354808.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -354820.125000 Penalty: 3933.025146
	Iteration 38Q: 3 clusters Score -354820.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -354827.562500 Penalty: 3933.025146
	Iteration 39Q: 3 clusters Score -354827.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -354833.437500 Penalty: 3933.025146
	Iteration 40F: 3 clusters Score -354833.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -354836.906250 Penalty: 3933.025146
	Iteration 41Q: 3 clusters Score -354836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -354839.343750 Penalty: 3933.025146
	Iteration 42Q: 3 clusters Score -354839.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -354842.937500 Penalty: 3933.025146
	Iteration 43Q: 3 clusters Score -354842.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -354845.875000 Penalty: 3933.025146
	Iteration 44Q: 3 clusters Score -354845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -354847.281250 Penalty: 3933.025146
	Iteration 45Q: 3 clusters Score -354847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -354847.250000 Penalty: 3933.025146
	Iteration 46Q: 3 clusters Score -354847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -354848.812500 Penalty: 3933.025146
	Iteration 47Q: 3 clusters Score -354848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -354851.812500 Penalty: 3933.025146
	Iteration 48Q: 3 clusters Score -354851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -354854.093750 Penalty: 3933.025146
	Iteration 49Q: 3 clusters Score -354854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -354854.156250 Penalty: 3933.025146
	Iteration 50Q: 3 clusters Score -354854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -354854.156250 Penalty: 3933.025146
	Iteration 51F: 3 clusters Score -354854.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173356 members 
Entering Unmasked Estep 
Score: -23879730.000000 Penalty: 2991.649414
	Iteration 0F: 2 clusters Score -2.387973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
Score: -23768366.000000 Penalty: 5983.298828
	Iteration 0F: 3 clusters Score -2.376837e+07 nChanged 83109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 77761 members 
Entering Unmasked Estep 
Score: -23817642.000000 Penalty: 5983.298828
	Iteration 1F: 3 clusters Score -2.381764e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 72498 members 
Entering Unmasked Estep 
Score: -23820202.000000 Penalty: 5983.298828
	Iteration 2Q: 3 clusters Score -2.38202e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -23824948.000000 Penalty: 5983.298828
	Iteration 3F: 3 clusters Score -2.382495e+07 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119956 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -23832802.000000 Penalty: 5983.298828
	Iteration 4F: 3 clusters Score -2.38328e+07 nChanged 14373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133975 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -23844726.000000 Penalty: 5983.298828
	Iteration 5F: 3 clusters Score -2.384473e+07 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148869 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -23857868.000000 Penalty: 5983.298828
	Iteration 6F: 3 clusters Score -2.385787e+07 nChanged 12109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160942 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -23868126.000000 Penalty: 5983.298828
	Iteration 7F: 3 clusters Score -2.386813e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167919 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -23873508.000000 Penalty: 5983.298828
	Iteration 8Q: 3 clusters Score -2.387351e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170857 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -23875756.000000 Penalty: 5983.298828
	Iteration 9Q: 3 clusters Score -2.387576e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171947 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -23876614.000000 Penalty: 5983.298828
	Iteration 10Q: 3 clusters Score -2.387661e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172317 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -23876902.000000 Penalty: 5983.298828
	Iteration 11Q: 3 clusters Score -2.38769e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172456 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -23877092.000000 Penalty: 5983.298828
	Iteration 12Q: 3 clusters Score -2.387709e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172509 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -23877194.000000 Penalty: 5983.298828
	Iteration 13Q: 3 clusters Score -2.387719e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -23877294.000000 Penalty: 5983.298828
	Iteration 14Q: 3 clusters Score -2.387729e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172530 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -23877344.000000 Penalty: 5983.298828
	Iteration 15Q: 3 clusters Score -2.387734e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172528 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -23877404.000000 Penalty: 5983.298828
	Iteration 16Q: 3 clusters Score -2.38774e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172534 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -23877438.000000 Penalty: 5983.298828
	Iteration 17Q: 3 clusters Score -2.387744e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172528 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -23877448.000000 Penalty: 5983.298828
	Iteration 18Q: 3 clusters Score -2.387745e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172526 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -23877460.000000 Penalty: 5983.298828
	Iteration 19Q: 3 clusters Score -2.387746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172521 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -23877492.000000 Penalty: 5983.298828
	Iteration 20F: 3 clusters Score -2.387749e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172527 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -23877484.000000 Penalty: 5983.298828
	Iteration 21Q: 3 clusters Score -2.387748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172522 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -23877486.000000 Penalty: 5983.298828
	Iteration 22Q: 3 clusters Score -2.387749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -23877484.000000 Penalty: 5983.298828
	Iteration 23Q: 3 clusters Score -2.387748e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172525 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -23877506.000000 Penalty: 5983.298828
	Iteration 24Q: 3 clusters Score -2.387751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172525 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -23877510.000000 Penalty: 5983.298828
	Iteration 25Q: 3 clusters Score -2.387751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172524 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23877518.000000 Penalty: 5983.298828
	Iteration 26Q: 3 clusters Score -2.387752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172523 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -23877508.000000 Penalty: 5983.298828
	Iteration 27Q: 3 clusters Score -2.387751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172519 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -23877512.000000 Penalty: 5983.298828
	Iteration 28Q: 3 clusters Score -2.387751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172520 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -23877516.000000 Penalty: 5983.298828
	Iteration 29Q: 3 clusters Score -2.387752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172519 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -23877528.000000 Penalty: 5983.298828
	Iteration 30Q: 3 clusters Score -2.387753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172515 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -23877550.000000 Penalty: 5983.298828
	Iteration 31Q: 3 clusters Score -2.387755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172512 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -23877556.000000 Penalty: 5983.298828
	Iteration 32Q: 3 clusters Score -2.387756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172504 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23877550.000000 Penalty: 5983.298828
	Iteration 33Q: 3 clusters Score -2.387755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -23877542.000000 Penalty: 5983.298828
	Iteration 34Q: 3 clusters Score -2.387754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172504 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23877552.000000 Penalty: 5983.298828
	Iteration 35Q: 3 clusters Score -2.387755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172512 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -23877568.000000 Penalty: 5983.298828
	Iteration 36Q: 3 clusters Score -2.387757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -23877570.000000 Penalty: 5983.298828
	Iteration 37Q: 3 clusters Score -2.387757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172515 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -23877564.000000 Penalty: 5983.298828
	Iteration 38Q: 3 clusters Score -2.387756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -23877560.000000 Penalty: 5983.298828
	Iteration 39Q: 3 clusters Score -2.387756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -23877560.000000 Penalty: 5983.298828
	Iteration 40F: 3 clusters Score -2.387756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93744 members 
Entering Unmasked Estep 
Score: -13037639.000000 Penalty: 2839.184082
	Iteration 0F: 2 clusters Score -1.303764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -12975263.000000 Penalty: 5678.368164
	Iteration 0F: 3 clusters Score -1.297526e+07 nChanged 44068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -13000003.000000 Penalty: 5678.368164
	Iteration 1F: 3 clusters Score -1.3e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -13000728.000000 Penalty: 5678.368164
	Iteration 2Q: 3 clusters Score -1.300073e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -13001381.000000 Penalty: 5678.368164
	Iteration 3Q: 3 clusters Score -1.300138e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -13002206.000000 Penalty: 5678.368164
	Iteration 4Q: 3 clusters Score -1.300221e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -13003422.000000 Penalty: 5678.368164
	Iteration 5Q: 3 clusters Score -1.300342e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -13005192.000000 Penalty: 5678.368164
	Iteration 6Q: 3 clusters Score -1.300519e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -13007964.000000 Penalty: 5678.368164
	Iteration 7F: 3 clusters Score -1.300796e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -13012382.000000 Penalty: 5678.368164
	Iteration 8F: 3 clusters Score -1.301238e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -13018178.000000 Penalty: 5678.368164
	Iteration 9F: 3 clusters Score -1.301818e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -13024197.000000 Penalty: 5678.368164
	Iteration 10F: 3 clusters Score -1.30242e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85721 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -13028917.000000 Penalty: 5678.368164
	Iteration 11F: 3 clusters Score -1.302892e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -13031821.000000 Penalty: 5678.368164
	Iteration 12Q: 3 clusters Score -1.303182e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -13033501.000000 Penalty: 5678.368164
	Iteration 13Q: 3 clusters Score -1.30335e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91775 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -13034239.000000 Penalty: 5678.368164
	Iteration 14Q: 3 clusters Score -1.303424e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -13034696.000000 Penalty: 5678.368164
	Iteration 15Q: 3 clusters Score -1.30347e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92530 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -13034902.000000 Penalty: 5678.368164
	Iteration 16Q: 3 clusters Score -1.30349e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -13035027.000000 Penalty: 5678.368164
	Iteration 17Q: 3 clusters Score -1.303503e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13035098.000000 Penalty: 5678.368164
	Iteration 18Q: 3 clusters Score -1.30351e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13035130.000000 Penalty: 5678.368164
	Iteration 19Q: 3 clusters Score -1.303513e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -13035191.000000 Penalty: 5678.368164
	Iteration 20F: 3 clusters Score -1.303519e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13035222.000000 Penalty: 5678.368164
	Iteration 21Q: 3 clusters Score -1.303522e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13035231.000000 Penalty: 5678.368164
	Iteration 22Q: 3 clusters Score -1.303523e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -13035257.000000 Penalty: 5678.368164
	Iteration 23Q: 3 clusters Score -1.303526e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13035272.000000 Penalty: 5678.368164
	Iteration 24Q: 3 clusters Score -1.303527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13035281.000000 Penalty: 5678.368164
	Iteration 25Q: 3 clusters Score -1.303528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -13035312.000000 Penalty: 5678.368164
	Iteration 26Q: 3 clusters Score -1.303531e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -13035308.000000 Penalty: 5678.368164
	Iteration 27Q: 3 clusters Score -1.303531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93062 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -13035303.000000 Penalty: 5678.368164
	Iteration 28Q: 3 clusters Score -1.30353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -13035312.000000 Penalty: 5678.368164
	Iteration 29Q: 3 clusters Score -1.303531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13035312.000000 Penalty: 5678.368164
	Iteration 30Q: 3 clusters Score -1.303531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93066 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13035314.000000 Penalty: 5678.368164
	Iteration 31Q: 3 clusters Score -1.303531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -13035318.000000 Penalty: 5678.368164
	Iteration 32Q: 3 clusters Score -1.303532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13035324.000000 Penalty: 5678.368164
	Iteration 33Q: 3 clusters Score -1.303532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -13035335.000000 Penalty: 5678.368164
	Iteration 34Q: 3 clusters Score -1.303534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -13035329.000000 Penalty: 5678.368164
	Iteration 35Q: 3 clusters Score -1.303533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93086 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -13035335.000000 Penalty: 5678.368164
	Iteration 36Q: 3 clusters Score -1.303534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13035321.000000 Penalty: 5678.368164
	Iteration 37Q: 3 clusters Score -1.303532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13035346.000000 Penalty: 5678.368164
	Iteration 38Q: 3 clusters Score -1.303535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93102 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -13035362.000000 Penalty: 5678.368164
	Iteration 39Q: 3 clusters Score -1.303536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93102 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -13035356.000000 Penalty: 5678.368164
	Iteration 40F: 3 clusters Score -1.303536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13035350.000000 Penalty: 5678.368164
	Iteration 41Q: 3 clusters Score -1.303535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93109 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -13035357.000000 Penalty: 5678.368164
	Iteration 42Q: 3 clusters Score -1.303536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13035360.000000 Penalty: 5678.368164
	Iteration 43Q: 3 clusters Score -1.303536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13035374.000000 Penalty: 5678.368164
	Iteration 44Q: 3 clusters Score -1.303537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13035372.000000 Penalty: 5678.368164
	Iteration 45Q: 3 clusters Score -1.303537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93115 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -13035371.000000 Penalty: 5678.368164
	Iteration 46Q: 3 clusters Score -1.303537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13035372.000000 Penalty: 5678.368164
	Iteration 47Q: 3 clusters Score -1.303537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13035372.000000 Penalty: 5678.368164
	Iteration 48F: 3 clusters Score -1.303537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142901 members 
Entering Unmasked Estep 
Score: -19714448.000000 Penalty: 2943.737061
	Iteration 0F: 2 clusters Score -1.971445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -19619008.000000 Penalty: 5887.474121
	Iteration 0F: 3 clusters Score -1.961901e+07 nChanged 68338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -19658476.000000 Penalty: 5887.474121
	Iteration 1F: 3 clusters Score -1.965848e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -19659430.000000 Penalty: 5887.474121
	Iteration 2Q: 3 clusters Score -1.965943e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 81235 members 
Entering Unmasked Estep 
Score: -19660758.000000 Penalty: 5887.474121
	Iteration 3Q: 3 clusters Score -1.966076e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -19663112.000000 Penalty: 5887.474121
	Iteration 4Q: 3 clusters Score -1.966311e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 94480 members 
Entering Unmasked Estep 
Score: -19667544.000000 Penalty: 5887.474121
	Iteration 5F: 3 clusters Score -1.966754e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 105474 members 
Entering Unmasked Estep 
Score: -19675740.000000 Penalty: 5887.474121
	Iteration 6F: 3 clusters Score -1.967574e+07 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 118484 members 
Entering Unmasked Estep 
Score: -19687902.000000 Penalty: 5887.474121
	Iteration 7F: 3 clusters Score -1.96879e+07 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 130661 members 
Entering Unmasked Estep 
Score: -19699906.000000 Penalty: 5887.474121
	Iteration 8F: 3 clusters Score -1.969991e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 138323 members 
Entering Unmasked Estep 
Score: -19707738.000000 Penalty: 5887.474121
	Iteration 9F: 3 clusters Score -1.970774e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 141433 members 
Entering Unmasked Estep 
Score: -19710486.000000 Penalty: 5887.474121
	Iteration 10Q: 3 clusters Score -1.971049e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 142338 members 
Entering Unmasked Estep 
Score: -19711338.000000 Penalty: 5887.474121
	Iteration 11Q: 3 clusters Score -1.971134e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 142557 members 
Entering Unmasked Estep 
Score: -19711590.000000 Penalty: 5887.474121
	Iteration 12Q: 3 clusters Score -1.971159e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 142634 members 
Entering Unmasked Estep 
Score: -19711696.000000 Penalty: 5887.474121
	Iteration 13Q: 3 clusters Score -1.97117e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 142655 members 
Entering Unmasked Estep 
Score: -19711788.000000 Penalty: 5887.474121
	Iteration 14Q: 3 clusters Score -1.971179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 142660 members 
Entering Unmasked Estep 
Score: -19711798.000000 Penalty: 5887.474121
	Iteration 15Q: 3 clusters Score -1.97118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 142664 members 
Entering Unmasked Estep 
Score: -19711812.000000 Penalty: 5887.474121
	Iteration 16Q: 3 clusters Score -1.971181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 142667 members 
Entering Unmasked Estep 
Score: -19711822.000000 Penalty: 5887.474121
	Iteration 17Q: 3 clusters Score -1.971182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 142669 members 
Entering Unmasked Estep 
Score: -19711838.000000 Penalty: 5887.474121
	Iteration 18Q: 3 clusters Score -1.971184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 142669 members 
Entering Unmasked Estep 
Score: -19711838.000000 Penalty: 5887.474121
	Iteration 19Q: 3 clusters Score -1.971184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 142669 members 
Entering Unmasked Estep 
Score: -19711838.000000 Penalty: 5887.474121
	Iteration 20F: 3 clusters Score -1.971184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Entering Unmasked Estep 
Score: -2706476.750000 Penalty: 2455.431641
	Iteration 0F: 2 clusters Score -2706477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2692542.500000 Penalty: 4910.863281
	Iteration 0F: 3 clusters Score -2692542 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2697258.500000 Penalty: 4910.863281
	Iteration 1F: 3 clusters Score -2697258 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2697667.750000 Penalty: 4910.863281
	Iteration 2F: 3 clusters Score -2697668 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2698030.500000 Penalty: 4910.863281
	Iteration 3Q: 3 clusters Score -2698030 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2698436.500000 Penalty: 4910.863281
	Iteration 4Q: 3 clusters Score -2698436 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2698854.250000 Penalty: 4910.863281
	Iteration 5Q: 3 clusters Score -2698854 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2699340.250000 Penalty: 4910.863281
	Iteration 6Q: 3 clusters Score -2699340 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2699791.500000 Penalty: 4910.863281
	Iteration 7Q: 3 clusters Score -2699792 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2700333.000000 Penalty: 4910.863281
	Iteration 8Q: 3 clusters Score -2700333 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2700871.500000 Penalty: 4910.863281
	Iteration 9Q: 3 clusters Score -2700872 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2701449.750000 Penalty: 4910.863281
	Iteration 10Q: 3 clusters Score -2701450 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2701944.750000 Penalty: 4910.863281
	Iteration 11Q: 3 clusters Score -2701945 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2702414.000000 Penalty: 4910.863281
	Iteration 12Q: 3 clusters Score -2702414 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2702844.250000 Penalty: 4910.863281
	Iteration 13Q: 3 clusters Score -2702844 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2703196.250000 Penalty: 4910.863281
	Iteration 14Q: 3 clusters Score -2703196 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2703493.000000 Penalty: 4910.863281
	Iteration 15Q: 3 clusters Score -2703493 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2703743.000000 Penalty: 4910.863281
	Iteration 16Q: 3 clusters Score -2703743 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2703964.000000 Penalty: 4910.863281
	Iteration 17Q: 3 clusters Score -2703964 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2704154.250000 Penalty: 4910.863281
	Iteration 18Q: 3 clusters Score -2704154 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2704292.000000 Penalty: 4910.863281
	Iteration 19Q: 3 clusters Score -2704292 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2704376.250000 Penalty: 4910.863281
	Iteration 20F: 3 clusters Score -2704376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2704428.000000 Penalty: 4910.863281
	Iteration 21Q: 3 clusters Score -2704428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2704460.250000 Penalty: 4910.863281
	Iteration 22Q: 3 clusters Score -2704460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2704487.500000 Penalty: 4910.863281
	Iteration 23Q: 3 clusters Score -2704488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2704506.500000 Penalty: 4910.863281
	Iteration 24Q: 3 clusters Score -2704506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2704524.750000 Penalty: 4910.863281
	Iteration 25Q: 3 clusters Score -2704525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2704543.000000 Penalty: 4910.863281
	Iteration 26Q: 3 clusters Score -2704543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2704550.000000 Penalty: 4910.863281
	Iteration 27Q: 3 clusters Score -2704550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2704561.000000 Penalty: 4910.863281
	Iteration 28Q: 3 clusters Score -2704561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2704563.750000 Penalty: 4910.863281
	Iteration 29Q: 3 clusters Score -2704564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2704573.250000 Penalty: 4910.863281
	Iteration 30Q: 3 clusters Score -2704573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2704573.750000 Penalty: 4910.863281
	Iteration 31Q: 3 clusters Score -2704574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2704575.750000 Penalty: 4910.863281
	Iteration 32Q: 3 clusters Score -2704576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2704586.750000 Penalty: 4910.863281
	Iteration 33Q: 3 clusters Score -2704587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2704584.500000 Penalty: 4910.863281
	Iteration 34Q: 3 clusters Score -2704584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2704586.500000 Penalty: 4910.863281
	Iteration 35Q: 3 clusters Score -2704586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2704584.500000 Penalty: 4910.863281
	Iteration 36Q: 3 clusters Score -2704584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2704584.500000 Penalty: 4910.863281
	Iteration 37F: 3 clusters Score -2704584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 257831 members 
Mstep: Class 2 contains 47550 members 
Mstep: Class 3 contains 35420 members 
Mstep: Class 4 contains 8092 members 
Mstep: Class 5 contains 11124 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169121 members 
Mstep: Class 10 contains 43201 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 173356 members 
Mstep: Class 21 contains 93744 members 
Mstep: Class 22 contains 142901 members 
Mstep: Class 23 contains 19949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439984.000000 Penalty: 72024.632812
Iteration 119Q: 22 clusters Score -1.3744e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 256592 members 
Mstep: Class 2 contains 48614 members 
Mstep: Class 3 contains 35822 members 
Mstep: Class 4 contains 8092 members 
Mstep: Class 5 contains 11036 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169200 members 
Mstep: Class 10 contains 43254 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 17 contains 173330 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93780 members 
Mstep: Class 22 contains 142598 members 
Mstep: Class 23 contains 19965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439824.000000 Penalty: 72024.632812
Iteration 120F: 22 clusters Score -1.374398e+08 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 255901 members 
Mstep: Class 2 contains 49369 members 
Mstep: Class 3 contains 36151 members 
Mstep: Class 4 contains 8097 members 
Mstep: Class 5 contains 10945 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169242 members 
Mstep: Class 10 contains 43268 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2413 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 17 contains 173211 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93783 members 
Mstep: Class 22 contains 142316 members 
Mstep: Class 23 contains 19992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137440144.000000 Penalty: 72024.632812
Iteration 121Q: 22 clusters Score -1.374401e+08 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 255396 members 
Mstep: Class 2 contains 49924 members 
Mstep: Class 3 contains 36471 members 
Mstep: Class 4 contains 8099 members 
Mstep: Class 5 contains 10837 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169226 members 
Mstep: Class 10 contains 43291 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 2774 members 
Mstep: Class 17 contains 173138 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93759 members 
Mstep: Class 22 contains 142090 members 
Mstep: Class 23 contains 20022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439856.000000 Penalty: 72024.632812
Iteration 122Q: 22 clusters Score -1.374399e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 254976 members 
Mstep: Class 2 contains 50385 members 
Mstep: Class 3 contains 36785 members 
Mstep: Class 4 contains 8105 members 
Mstep: Class 5 contains 10748 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169201 members 
Mstep: Class 10 contains 43297 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 2777 members 
Mstep: Class 17 contains 173094 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93738 members 
Mstep: Class 22 contains 141844 members 
Mstep: Class 23 contains 20053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439632.000000 Penalty: 72024.632812
Iteration 123Q: 22 clusters Score -1.374396e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 254613 members 
Mstep: Class 2 contains 50767 members 
Mstep: Class 3 contains 37085 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169211 members 
Mstep: Class 10 contains 43296 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2483 members 
Mstep: Class 16 contains 2779 members 
Mstep: Class 17 contains 173087 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93754 members 
Mstep: Class 22 contains 141533 members 
Mstep: Class 23 contains 20070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439760.000000 Penalty: 72024.632812
Iteration 124Q: 22 clusters Score -1.374398e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 254299 members 
Mstep: Class 2 contains 51076 members 
Mstep: Class 3 contains 37381 members 
Mstep: Class 4 contains 8103 members 
Mstep: Class 5 contains 10618 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169225 members 
Mstep: Class 10 contains 43313 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 173078 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93756 members 
Mstep: Class 22 contains 141242 members 
Mstep: Class 23 contains 20084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439920.000000 Penalty: 72024.632812
Iteration 125Q: 22 clusters Score -1.374399e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 254041 members 
Mstep: Class 2 contains 51337 members 
Mstep: Class 3 contains 37660 members 
Mstep: Class 4 contains 8102 members 
Mstep: Class 5 contains 10567 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169266 members 
Mstep: Class 10 contains 43337 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2531 members 
Mstep: Class 16 contains 2780 members 
Mstep: Class 17 contains 173080 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93767 members 
Mstep: Class 22 contains 140903 members 
Mstep: Class 23 contains 20091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137440080.000000 Penalty: 72024.632812
Iteration 126Q: 22 clusters Score -1.374401e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 253757 members 
Mstep: Class 2 contains 51601 members 
Mstep: Class 3 contains 37927 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169313 members 
Mstep: Class 10 contains 43356 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 2779 members 
Mstep: Class 17 contains 173125 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93762 members 
Mstep: Class 22 contains 140571 members 
Mstep: Class 23 contains 20099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439888.000000 Penalty: 72024.632812
Iteration 127Q: 22 clusters Score -1.374399e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 253449 members 
Mstep: Class 2 contains 51826 members 
Mstep: Class 3 contains 38142 members 
Mstep: Class 4 contains 8094 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169391 members 
Mstep: Class 10 contains 43377 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 17 contains 173164 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93743 members 
Mstep: Class 22 contains 140341 members 
Mstep: Class 23 contains 20116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439584.000000 Penalty: 72024.632812
Iteration 128Q: 22 clusters Score -1.374396e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 253104 members 
Mstep: Class 2 contains 52033 members 
Mstep: Class 3 contains 38353 members 
Mstep: Class 4 contains 8093 members 
Mstep: Class 5 contains 10420 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169486 members 
Mstep: Class 10 contains 43401 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2593 members 
Mstep: Class 16 contains 2774 members 
Mstep: Class 17 contains 173232 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93743 members 
Mstep: Class 22 contains 140086 members 
Mstep: Class 23 contains 20144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439744.000000 Penalty: 72024.632812
Iteration 129Q: 22 clusters Score -1.374397e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 252777 members 
Mstep: Class 2 contains 52224 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 8095 members 
Mstep: Class 5 contains 10366 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169562 members 
Mstep: Class 10 contains 43429 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 17 contains 173298 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93729 members 
Mstep: Class 22 contains 139891 members 
Mstep: Class 23 contains 20167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439536.000000 Penalty: 72024.632812
Iteration 130Q: 22 clusters Score -1.374395e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 252508 members 
Mstep: Class 2 contains 52357 members 
Mstep: Class 3 contains 38730 members 
Mstep: Class 4 contains 8090 members 
Mstep: Class 5 contains 10308 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169615 members 
Mstep: Class 10 contains 43447 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 2773 members 
Mstep: Class 17 contains 173378 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93712 members 
Mstep: Class 22 contains 139725 members 
Mstep: Class 23 contains 20185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439456.000000 Penalty: 72024.632812
Iteration 131Q: 22 clusters Score -1.374395e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 252255 members 
Mstep: Class 2 contains 52471 members 
Mstep: Class 3 contains 38913 members 
Mstep: Class 4 contains 8099 members 
Mstep: Class 5 contains 10251 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169664 members 
Mstep: Class 10 contains 43467 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 16 contains 2770 members 
Mstep: Class 17 contains 173459 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93708 members 
Mstep: Class 22 contains 139543 members 
Mstep: Class 23 contains 20207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439312.000000 Penalty: 72024.632812
Iteration 132Q: 22 clusters Score -1.374393e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 252015 members 
Mstep: Class 2 contains 52590 members 
Mstep: Class 3 contains 39076 members 
Mstep: Class 4 contains 8106 members 
Mstep: Class 5 contains 10212 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169696 members 
Mstep: Class 10 contains 43478 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2671 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 17 contains 173522 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93701 members 
Mstep: Class 22 contains 139407 members 
Mstep: Class 23 contains 20221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439216.000000 Penalty: 72024.632812
Iteration 133Q: 22 clusters Score -1.374392e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251782 members 
Mstep: Class 2 contains 52705 members 
Mstep: Class 3 contains 39219 members 
Mstep: Class 4 contains 8111 members 
Mstep: Class 5 contains 10175 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169718 members 
Mstep: Class 10 contains 43491 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 2767 members 
Mstep: Class 17 contains 173604 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93682 members 
Mstep: Class 22 contains 139292 members 
Mstep: Class 23 contains 20235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439232.000000 Penalty: 72024.632812
Iteration 134Q: 22 clusters Score -1.374392e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251559 members 
Mstep: Class 2 contains 52804 members 
Mstep: Class 3 contains 39336 members 
Mstep: Class 4 contains 8117 members 
Mstep: Class 5 contains 10135 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169733 members 
Mstep: Class 10 contains 43500 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 2766 members 
Mstep: Class 17 contains 173674 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93681 members 
Mstep: Class 22 contains 139209 members 
Mstep: Class 23 contains 20249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439424.000000 Penalty: 72024.632812
Iteration 135Q: 22 clusters Score -1.374394e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251354 members 
Mstep: Class 2 contains 52906 members 
Mstep: Class 3 contains 39442 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 10095 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169764 members 
Mstep: Class 10 contains 43504 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 173758 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93669 members 
Mstep: Class 22 contains 139116 members 
Mstep: Class 23 contains 20256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439264.000000 Penalty: 72024.632812
Iteration 136Q: 22 clusters Score -1.374393e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251145 members 
Mstep: Class 2 contains 53000 members 
Mstep: Class 3 contains 39529 members 
Mstep: Class 4 contains 8117 members 
Mstep: Class 5 contains 10056 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169794 members 
Mstep: Class 10 contains 43513 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 173841 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93674 members 
Mstep: Class 22 contains 139022 members 
Mstep: Class 23 contains 20267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438976.000000 Penalty: 72024.632812
Iteration 137Q: 22 clusters Score -1.37439e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 250948 members 
Mstep: Class 2 contains 53067 members 
Mstep: Class 3 contains 39617 members 
Mstep: Class 4 contains 8113 members 
Mstep: Class 5 contains 10030 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169818 members 
Mstep: Class 10 contains 43524 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2776 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 173902 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93686 members 
Mstep: Class 22 contains 138938 members 
Mstep: Class 23 contains 20282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438896.000000 Penalty: 72024.632812
Iteration 138Q: 22 clusters Score -1.374389e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 250738 members 
Mstep: Class 2 contains 53149 members 
Mstep: Class 3 contains 39700 members 
Mstep: Class 4 contains 8110 members 
Mstep: Class 5 contains 10004 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169861 members 
Mstep: Class 10 contains 43533 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 2763 members 
Mstep: Class 17 contains 173956 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93709 members 
Mstep: Class 22 contains 138843 members 
Mstep: Class 23 contains 20299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438928.000000 Penalty: 72024.632812
Iteration 139Q: 22 clusters Score -1.374389e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 250533 members 
Mstep: Class 2 contains 53233 members 
Mstep: Class 3 contains 39776 members 
Mstep: Class 4 contains 8111 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169895 members 
Mstep: Class 10 contains 43547 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174029 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93721 members 
Mstep: Class 22 contains 138756 members 
Mstep: Class 23 contains 20305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438864.000000 Penalty: 72024.632812
Iteration 140F: 22 clusters Score -1.374389e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 250339 members 
Mstep: Class 2 contains 53279 members 
Mstep: Class 3 contains 39840 members 
Mstep: Class 4 contains 8110 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169921 members 
Mstep: Class 10 contains 43559 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 2763 members 
Mstep: Class 17 contains 174118 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93725 members 
Mstep: Class 22 contains 138708 members 
Mstep: Class 23 contains 20310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438800.000000 Penalty: 72024.632812
Iteration 141Q: 22 clusters Score -1.374388e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 250140 members 
Mstep: Class 2 contains 53339 members 
Mstep: Class 3 contains 39910 members 
Mstep: Class 4 contains 8109 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169950 members 
Mstep: Class 10 contains 43567 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 174202 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93738 members 
Mstep: Class 22 contains 138636 members 
Mstep: Class 23 contains 20322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438784.000000 Penalty: 72024.632812
Iteration 142Q: 22 clusters Score -1.374388e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 249965 members 
Mstep: Class 2 contains 53389 members 
Mstep: Class 3 contains 39973 members 
Mstep: Class 4 contains 8113 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 169986 members 
Mstep: Class 10 contains 43574 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 174286 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93746 members 
Mstep: Class 22 contains 138559 members 
Mstep: Class 23 contains 20326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438768.000000 Penalty: 72024.632812
Iteration 143Q: 22 clusters Score -1.374388e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 249775 members 
Mstep: Class 2 contains 53443 members 
Mstep: Class 3 contains 40031 members 
Mstep: Class 4 contains 8117 members 
Mstep: Class 5 contains 9901 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170022 members 
Mstep: Class 10 contains 43575 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 174379 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93762 members 
Mstep: Class 22 contains 138467 members 
Mstep: Class 23 contains 20331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438640.000000 Penalty: 72024.632812
Iteration 144Q: 22 clusters Score -1.374386e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 249564 members 
Mstep: Class 2 contains 53485 members 
Mstep: Class 3 contains 40077 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 9892 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170056 members 
Mstep: Class 10 contains 43581 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 174474 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93779 members 
Mstep: Class 22 contains 138414 members 
Mstep: Class 23 contains 20338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438512.000000 Penalty: 72024.632812
Iteration 145Q: 22 clusters Score -1.374385e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 249375 members 
Mstep: Class 2 contains 53537 members 
Mstep: Class 3 contains 40123 members 
Mstep: Class 4 contains 8120 members 
Mstep: Class 5 contains 9886 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170060 members 
Mstep: Class 10 contains 43585 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 174534 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93793 members 
Mstep: Class 22 contains 138406 members 
Mstep: Class 23 contains 20343 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 22 clusters Score -1.374384e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 249183 members 
Mstep: Class 2 contains 53589 members 
Mstep: Class 3 contains 40169 members 
Mstep: Class 4 contains 8123 members 
Mstep: Class 5 contains 9877 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170068 members 
Mstep: Class 10 contains 43593 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2964 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 174575 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93815 members 
Mstep: Class 22 contains 138401 members 
Mstep: Class 23 contains 20349 members 
Entering Unmasked Estep 
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Iteration 147Q: 22 clusters Score -1.374386e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248967 members 
Mstep: Class 2 contains 53657 members 
Mstep: Class 3 contains 40220 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 5 contains 9869 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170080 members 
Mstep: Class 10 contains 43603 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 174639 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93840 members 
Mstep: Class 22 contains 138376 members 
Mstep: Class 23 contains 20354 members 
Entering Unmasked Estep 
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Iteration 148Q: 22 clusters Score -1.374384e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248782 members 
Mstep: Class 2 contains 53732 members 
Mstep: Class 3 contains 40262 members 
Mstep: Class 4 contains 8126 members 
Mstep: Class 5 contains 9859 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170092 members 
Mstep: Class 10 contains 43612 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 174675 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93866 members 
Mstep: Class 22 contains 138360 members 
Mstep: Class 23 contains 20356 members 
Entering Unmasked Estep 
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Iteration 149Q: 22 clusters Score -1.374385e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248623 members 
Mstep: Class 2 contains 53792 members 
Mstep: Class 3 contains 40291 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170118 members 
Mstep: Class 10 contains 43620 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 174702 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93881 members 
Mstep: Class 22 contains 138356 members 
Mstep: Class 23 contains 20357 members 
Entering Unmasked Estep 
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Iteration 150Q: 22 clusters Score -1.374383e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248488 members 
Mstep: Class 2 contains 53849 members 
Mstep: Class 3 contains 40330 members 
Mstep: Class 4 contains 8124 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170133 members 
Mstep: Class 10 contains 43629 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 174728 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93892 members 
Mstep: Class 22 contains 138336 members 
Mstep: Class 23 contains 20359 members 
Entering Unmasked Estep 
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Iteration 151Q: 22 clusters Score -1.374383e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248344 members 
Mstep: Class 2 contains 53899 members 
Mstep: Class 3 contains 40360 members 
Mstep: Class 4 contains 8129 members 
Mstep: Class 5 contains 9818 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170130 members 
Mstep: Class 10 contains 43642 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174762 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93907 members 
Mstep: Class 22 contains 138343 members 
Mstep: Class 23 contains 20364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438352.000000 Penalty: 72024.632812
Iteration 152Q: 22 clusters Score -1.374384e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248230 members 
Mstep: Class 2 contains 53927 members 
Mstep: Class 3 contains 40385 members 
Mstep: Class 4 contains 8127 members 
Mstep: Class 5 contains 9805 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170141 members 
Mstep: Class 10 contains 43655 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174793 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93923 members 
Mstep: Class 22 contains 138339 members 
Mstep: Class 23 contains 20365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438288.000000 Penalty: 72024.632812
Iteration 153Q: 22 clusters Score -1.374383e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248125 members 
Mstep: Class 2 contains 53960 members 
Mstep: Class 3 contains 40407 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 9790 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170152 members 
Mstep: Class 10 contains 43664 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174822 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93935 members 
Mstep: Class 22 contains 138330 members 
Mstep: Class 23 contains 20370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438512.000000 Penalty: 72024.632812
Iteration 154Q: 22 clusters Score -1.374385e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248033 members 
Mstep: Class 2 contains 53989 members 
Mstep: Class 3 contains 40431 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 9774 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170168 members 
Mstep: Class 10 contains 43668 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174838 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93945 members 
Mstep: Class 22 contains 138328 members 
Mstep: Class 23 contains 20376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438176.000000 Penalty: 72024.632812
Iteration 155Q: 22 clusters Score -1.374382e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247969 members 
Mstep: Class 2 contains 54008 members 
Mstep: Class 3 contains 40453 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 9755 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170172 members 
Mstep: Class 10 contains 43680 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174851 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93952 members 
Mstep: Class 22 contains 138323 members 
Mstep: Class 23 contains 20382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438128.000000 Penalty: 72024.632812
Iteration 156Q: 22 clusters Score -1.374381e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247912 members 
Mstep: Class 2 contains 54027 members 
Mstep: Class 3 contains 40480 members 
Mstep: Class 4 contains 8136 members 
Mstep: Class 5 contains 9738 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170170 members 
Mstep: Class 10 contains 43688 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174865 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93966 members 
Mstep: Class 22 contains 138310 members 
Mstep: Class 23 contains 20384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438096.000000 Penalty: 72024.632812
Iteration 157Q: 22 clusters Score -1.374381e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247856 members 
Mstep: Class 2 contains 54038 members 
Mstep: Class 3 contains 40503 members 
Mstep: Class 4 contains 8136 members 
Mstep: Class 5 contains 9735 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170170 members 
Mstep: Class 10 contains 43694 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 174877 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93982 members 
Mstep: Class 22 contains 138293 members 
Mstep: Class 23 contains 20383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438032.000000 Penalty: 72024.632812
Iteration 158Q: 22 clusters Score -1.37438e+08 nChanged 220
Entering ConstructFrom: 
Score: -137438032.000000 Penalty: 72024.632812
Entering ConstructFrom: 
Trying to split cluster 1 (247792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247792 members 
Entering Unmasked Estep 
Score: -34065316.000000 Penalty: 3080.245605
	Iteration 0F: 2 clusters Score -3.406532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123962 members 
Mstep: Class 2 contains 123830 members 
Entering Unmasked Estep 
Score: -33916872.000000 Penalty: 6160.491211
	Iteration 0F: 3 clusters Score -3.391687e+07 nChanged 119718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124556 members 
Mstep: Class 2 contains 123236 members 
Entering Unmasked Estep 
Score: -33986912.000000 Penalty: 6160.491211
	Iteration 1F: 3 clusters Score -3.398691e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125022 members 
Mstep: Class 2 contains 122770 members 
Entering Unmasked Estep 
Score: -33987704.000000 Penalty: 6160.491211
	Iteration 2Q: 3 clusters Score -3.39877e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125676 members 
Mstep: Class 2 contains 122116 members 
Entering Unmasked Estep 
Score: -33988812.000000 Penalty: 6160.491211
	Iteration 3Q: 3 clusters Score -3.398881e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126772 members 
Mstep: Class 2 contains 121020 members 
Entering Unmasked Estep 
Score: -33990072.000000 Penalty: 6160.491211
	Iteration 4Q: 3 clusters Score -3.399007e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128542 members 
Mstep: Class 2 contains 119250 members 
Entering Unmasked Estep 
Score: -33992076.000000 Penalty: 6160.491211
	Iteration 5Q: 3 clusters Score -3.399208e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131160 members 
Mstep: Class 2 contains 116632 members 
Entering Unmasked Estep 
Score: -33995200.000000 Penalty: 6160.491211
	Iteration 6Q: 3 clusters Score -3.39952e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135062 members 
Mstep: Class 2 contains 112730 members 
Entering Unmasked Estep 
Score: -34000280.000000 Penalty: 6160.491211
	Iteration 7Q: 3 clusters Score -3.400028e+07 nChanged 13616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140694 members 
Mstep: Class 2 contains 107098 members 
Entering Unmasked Estep 
Score: -34007968.000000 Penalty: 6160.491211
	Iteration 8F: 3 clusters Score -3.400797e+07 nChanged 15978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147822 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -34018684.000000 Penalty: 6160.491211
	Iteration 9F: 3 clusters Score -3.401868e+07 nChanged 16887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -34031072.000000 Penalty: 6160.491211
	Iteration 10F: 3 clusters Score -3.403107e+07 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162025 members 
Mstep: Class 2 contains 85767 members 
Entering Unmasked Estep 
Score: -34041396.000000 Penalty: 6160.491211
	Iteration 11F: 3 clusters Score -3.40414e+07 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168304 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -34046372.000000 Penalty: 6160.491211
	Iteration 12Q: 3 clusters Score -3.404637e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174509 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -34048772.000000 Penalty: 6160.491211
	Iteration 13Q: 3 clusters Score -3.404877e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181079 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -34050024.000000 Penalty: 6160.491211
	Iteration 14Q: 3 clusters Score -3.405002e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187954 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -34051064.000000 Penalty: 6160.491211
	Iteration 15Q: 3 clusters Score -3.405106e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194924 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -34051912.000000 Penalty: 6160.491211
	Iteration 16Q: 3 clusters Score -3.405191e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201507 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -34052264.000000 Penalty: 6160.491211
	Iteration 17Q: 3 clusters Score -3.405226e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207562 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -34053032.000000 Penalty: 6160.491211
	Iteration 18Q: 3 clusters Score -3.405303e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212934 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -34053464.000000 Penalty: 6160.491211
	Iteration 19Q: 3 clusters Score -3.405346e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217661 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -34054160.000000 Penalty: 6160.491211
	Iteration 20F: 3 clusters Score -3.405416e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221656 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -34054864.000000 Penalty: 6160.491211
	Iteration 21Q: 3 clusters Score -3.405486e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225111 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -34055808.000000 Penalty: 6160.491211
	Iteration 22Q: 3 clusters Score -3.405581e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228130 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -34056800.000000 Penalty: 6160.491211
	Iteration 23Q: 3 clusters Score -3.40568e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230843 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -34057612.000000 Penalty: 6160.491211
	Iteration 24Q: 3 clusters Score -3.405761e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233154 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -34058436.000000 Penalty: 6160.491211
	Iteration 25Q: 3 clusters Score -3.405844e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235152 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -34059048.000000 Penalty: 6160.491211
	Iteration 26Q: 3 clusters Score -3.405905e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236916 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -34059744.000000 Penalty: 6160.491211
	Iteration 27Q: 3 clusters Score -3.405974e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238470 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -34060404.000000 Penalty: 6160.491211
	Iteration 28Q: 3 clusters Score -3.40604e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239844 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -34060980.000000 Penalty: 6160.491211
	Iteration 29Q: 3 clusters Score -3.406098e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241037 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -34061340.000000 Penalty: 6160.491211
	Iteration 30Q: 3 clusters Score -3.406134e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242094 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -34061708.000000 Penalty: 6160.491211
	Iteration 31Q: 3 clusters Score -3.406171e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242987 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -34061956.000000 Penalty: 6160.491211
	Iteration 32Q: 3 clusters Score -3.406196e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243775 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -34062228.000000 Penalty: 6160.491211
	Iteration 33Q: 3 clusters Score -3.406223e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244447 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -34062372.000000 Penalty: 6160.491211
	Iteration 34Q: 3 clusters Score -3.406237e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245001 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -34062468.000000 Penalty: 6160.491211
	Iteration 35Q: 3 clusters Score -3.406247e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245455 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -34062572.000000 Penalty: 6160.491211
	Iteration 36Q: 3 clusters Score -3.406257e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245826 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -34062624.000000 Penalty: 6160.491211
	Iteration 37Q: 3 clusters Score -3.406262e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246151 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -34062632.000000 Penalty: 6160.491211
	Iteration 38Q: 3 clusters Score -3.406263e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246411 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -34062732.000000 Penalty: 6160.491211
	Iteration 39Q: 3 clusters Score -3.406273e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246602 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -34062764.000000 Penalty: 6160.491211
	Iteration 40F: 3 clusters Score -3.406276e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246728 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -34062764.000000 Penalty: 6160.491211
	Iteration 41Q: 3 clusters Score -3.406276e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246829 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -34062756.000000 Penalty: 6160.491211
	Iteration 42Q: 3 clusters Score -3.406276e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246916 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -34062788.000000 Penalty: 6160.491211
	Iteration 43Q: 3 clusters Score -3.406279e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246986 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -34062852.000000 Penalty: 6160.491211
	Iteration 44Q: 3 clusters Score -3.406285e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247034 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -34062864.000000 Penalty: 6160.491211
	Iteration 45Q: 3 clusters Score -3.406286e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247083 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -34062860.000000 Penalty: 6160.491211
	Iteration 46Q: 3 clusters Score -3.406286e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247129 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -34062892.000000 Penalty: 6160.491211
	Iteration 47Q: 3 clusters Score -3.406289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247146 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -34062880.000000 Penalty: 6160.491211
	Iteration 48Q: 3 clusters Score -3.406288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247159 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -34062908.000000 Penalty: 6160.491211
	Iteration 49Q: 3 clusters Score -3.406291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247179 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -34062916.000000 Penalty: 6160.491211
	Iteration 50Q: 3 clusters Score -3.406292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247190 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -34062928.000000 Penalty: 6160.491211
	Iteration 51Q: 3 clusters Score -3.406293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247201 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -34062944.000000 Penalty: 6160.491211
	Iteration 52Q: 3 clusters Score -3.406294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247212 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -34062944.000000 Penalty: 6160.491211
	Iteration 53Q: 3 clusters Score -3.406294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247218 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -34062948.000000 Penalty: 6160.491211
	Iteration 54Q: 3 clusters Score -3.406295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247222 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -34062932.000000 Penalty: 6160.491211
	Iteration 55Q: 3 clusters Score -3.406293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247222 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -34062932.000000 Penalty: 6160.491211
	Iteration 56F: 3 clusters Score -3.406293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Entering Unmasked Estep 
Score: -7268633.500000 Penalty: 2702.639160
	Iteration 0F: 2 clusters Score -7268634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -7232227.000000 Penalty: 5405.278320
	Iteration 0F: 3 clusters Score -7232227 nChanged 24997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -7246189.000000 Penalty: 5405.278320
	Iteration 1F: 3 clusters Score -7246189 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -7246754.500000 Penalty: 5405.278320
	Iteration 2Q: 3 clusters Score -7246754 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -7247272.000000 Penalty: 5405.278320
	Iteration 3Q: 3 clusters Score -7247272 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -7247888.500000 Penalty: 5405.278320
	Iteration 4Q: 3 clusters Score -7247888 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -7248632.500000 Penalty: 5405.278320
	Iteration 5Q: 3 clusters Score -7248632 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -7249614.500000 Penalty: 5405.278320
	Iteration 6Q: 3 clusters Score -7249614 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -7251144.000000 Penalty: 5405.278320
	Iteration 7F: 3 clusters Score -7251144 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -7253524.500000 Penalty: 5405.278320
	Iteration 8F: 3 clusters Score -7253524 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -7256495.500000 Penalty: 5405.278320
	Iteration 9F: 3 clusters Score -7256496 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -7259989.000000 Penalty: 5405.278320
	Iteration 10F: 3 clusters Score -7259989 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -7262815.000000 Penalty: 5405.278320
	Iteration 11F: 3 clusters Score -7262815 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -7264585.000000 Penalty: 5405.278320
	Iteration 12Q: 3 clusters Score -7264585 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -7265465.500000 Penalty: 5405.278320
	Iteration 13Q: 3 clusters Score -7265466 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -7265856.500000 Penalty: 5405.278320
	Iteration 14Q: 3 clusters Score -7265856 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -7266052.500000 Penalty: 5405.278320
	Iteration 15Q: 3 clusters Score -7266052 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -7266149.500000 Penalty: 5405.278320
	Iteration 16Q: 3 clusters Score -7266150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -7266222.000000 Penalty: 5405.278320
	Iteration 17Q: 3 clusters Score -7266222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -7266251.000000 Penalty: 5405.278320
	Iteration 18Q: 3 clusters Score -7266251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -7266267.000000 Penalty: 5405.278320
	Iteration 19Q: 3 clusters Score -7266267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -7266274.000000 Penalty: 5405.278320
	Iteration 20F: 3 clusters Score -7266274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -7266275.500000 Penalty: 5405.278320
	Iteration 21Q: 3 clusters Score -7266276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -7266282.500000 Penalty: 5405.278320
	Iteration 22Q: 3 clusters Score -7266282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -7266290.000000 Penalty: 5405.278320
	Iteration 23Q: 3 clusters Score -7266290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -7266292.500000 Penalty: 5405.278320
	Iteration 24Q: 3 clusters Score -7266292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -7266298.500000 Penalty: 5405.278320
	Iteration 25Q: 3 clusters Score -7266298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -7266309.000000 Penalty: 5405.278320
	Iteration 26Q: 3 clusters Score -7266309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -7266304.000000 Penalty: 5405.278320
	Iteration 27Q: 3 clusters Score -7266304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -7266308.000000 Penalty: 5405.278320
	Iteration 28Q: 3 clusters Score -7266308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -7266314.000000 Penalty: 5405.278320
	Iteration 29Q: 3 clusters Score -7266314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -7266329.500000 Penalty: 5405.278320
	Iteration 30Q: 3 clusters Score -7266330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -7266328.000000 Penalty: 5405.278320
	Iteration 31Q: 3 clusters Score -7266328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -7266328.000000 Penalty: 5405.278320
	Iteration 32F: 3 clusters Score -7266328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Entering Unmasked Estep 
Score: -5640214.000000 Penalty: 2631.205322
	Iteration 0F: 2 clusters Score -5640214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -5612724.000000 Penalty: 5262.410645
	Iteration 0F: 3 clusters Score -5612724 nChanged 18606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -5623088.500000 Penalty: 5262.410645
	Iteration 1F: 3 clusters Score -5623088 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -5623725.000000 Penalty: 5262.410645
	Iteration 2Q: 3 clusters Score -5623725 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -5624400.000000 Penalty: 5262.410645
	Iteration 3Q: 3 clusters Score -5624400 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -5625221.500000 Penalty: 5262.410645
	Iteration 4Q: 3 clusters Score -5625222 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -5626196.500000 Penalty: 5262.410645
	Iteration 5Q: 3 clusters Score -5626196 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -5627517.500000 Penalty: 5262.410645
	Iteration 6F: 3 clusters Score -5627518 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -5629328.500000 Penalty: 5262.410645
	Iteration 7F: 3 clusters Score -5629328 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -5631590.000000 Penalty: 5262.410645
	Iteration 8F: 3 clusters Score -5631590 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -5633913.500000 Penalty: 5262.410645
	Iteration 9F: 3 clusters Score -5633914 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -5635535.000000 Penalty: 5262.410645
	Iteration 10Q: 3 clusters Score -5635535 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -5636338.500000 Penalty: 5262.410645
	Iteration 11Q: 3 clusters Score -5636338 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -5636744.000000 Penalty: 5262.410645
	Iteration 12Q: 3 clusters Score -5636744 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -5636945.500000 Penalty: 5262.410645
	Iteration 13Q: 3 clusters Score -5636946 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -5637136.500000 Penalty: 5262.410645
	Iteration 14Q: 3 clusters Score -5637136 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -5637296.000000 Penalty: 5262.410645
	Iteration 15Q: 3 clusters Score -5637296 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -5637427.000000 Penalty: 5262.410645
	Iteration 16Q: 3 clusters Score -5637427 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -5637549.000000 Penalty: 5262.410645
	Iteration 17Q: 3 clusters Score -5637549 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -5637630.000000 Penalty: 5262.410645
	Iteration 18Q: 3 clusters Score -5637630 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -5637705.500000 Penalty: 5262.410645
	Iteration 19Q: 3 clusters Score -5637706 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -5637804.500000 Penalty: 5262.410645
	Iteration 20F: 3 clusters Score -5637804 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -5637882.000000 Penalty: 5262.410645
	Iteration 21Q: 3 clusters Score -5637882 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5637954.000000 Penalty: 5262.410645
	Iteration 22Q: 3 clusters Score -5637954 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -5638005.500000 Penalty: 5262.410645
	Iteration 23Q: 3 clusters Score -5638006 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5638053.000000 Penalty: 5262.410645
	Iteration 24Q: 3 clusters Score -5638053 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -5638112.500000 Penalty: 5262.410645
	Iteration 25Q: 3 clusters Score -5638112 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -5638184.000000 Penalty: 5262.410645
	Iteration 26Q: 3 clusters Score -5638184 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -5638208.500000 Penalty: 5262.410645
	Iteration 27Q: 3 clusters Score -5638208 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -5638252.500000 Penalty: 5262.410645
	Iteration 28Q: 3 clusters Score -5638252 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -5638286.000000 Penalty: 5262.410645
	Iteration 29Q: 3 clusters Score -5638286 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -5638340.000000 Penalty: 5262.410645
	Iteration 30Q: 3 clusters Score -5638340 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5638375.000000 Penalty: 5262.410645
	Iteration 31Q: 3 clusters Score -5638375 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -5638419.000000 Penalty: 5262.410645
	Iteration 32Q: 3 clusters Score -5638419 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -5638461.000000 Penalty: 5262.410645
	Iteration 33Q: 3 clusters Score -5638461 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -5638508.500000 Penalty: 5262.410645
	Iteration 34Q: 3 clusters Score -5638508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -5638517.500000 Penalty: 5262.410645
	Iteration 35Q: 3 clusters Score -5638518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -5638547.000000 Penalty: 5262.410645
	Iteration 36Q: 3 clusters Score -5638547 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -5638586.000000 Penalty: 5262.410645
	Iteration 37Q: 3 clusters Score -5638586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -5638604.500000 Penalty: 5262.410645
	Iteration 38Q: 3 clusters Score -5638604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -5638617.000000 Penalty: 5262.410645
	Iteration 39Q: 3 clusters Score -5638617 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -5638650.500000 Penalty: 5262.410645
	Iteration 40F: 3 clusters Score -5638650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -5638660.000000 Penalty: 5262.410645
	Iteration 41Q: 3 clusters Score -5638660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -5638678.000000 Penalty: 5262.410645
	Iteration 42Q: 3 clusters Score -5638678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -5638693.000000 Penalty: 5262.410645
	Iteration 43Q: 3 clusters Score -5638693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -5638702.000000 Penalty: 5262.410645
	Iteration 44Q: 3 clusters Score -5638702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -5638742.500000 Penalty: 5262.410645
	Iteration 45Q: 3 clusters Score -5638742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5638747.500000 Penalty: 5262.410645
	Iteration 46Q: 3 clusters Score -5638748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -5638747.500000 Penalty: 5262.410645
	Iteration 47Q: 3 clusters Score -5638748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -5638752.500000 Penalty: 5262.410645
	Iteration 48Q: 3 clusters Score -5638752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -5638753.000000 Penalty: 5262.410645
	Iteration 49Q: 3 clusters Score -5638753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -5638755.500000 Penalty: 5262.410645
	Iteration 50Q: 3 clusters Score -5638756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -5638764.000000 Penalty: 5262.410645
	Iteration 51Q: 3 clusters Score -5638764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -5638762.500000 Penalty: 5262.410645
	Iteration 52Q: 3 clusters Score -5638762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -5638769.000000 Penalty: 5262.410645
	Iteration 53Q: 3 clusters Score -5638769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -5638778.000000 Penalty: 5262.410645
	Iteration 54Q: 3 clusters Score -5638778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -5638776.000000 Penalty: 5262.410645
	Iteration 55Q: 3 clusters Score -5638776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -5638772.000000 Penalty: 5262.410645
	Iteration 56Q: 3 clusters Score -5638772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -5638778.000000 Penalty: 5262.410645
	Iteration 57Q: 3 clusters Score -5638778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -5638785.000000 Penalty: 5262.410645
	Iteration 58Q: 3 clusters Score -5638785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -5638784.500000 Penalty: 5262.410645
	Iteration 59Q: 3 clusters Score -5638784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -5638783.500000 Penalty: 5262.410645
	Iteration 60F: 3 clusters Score -5638784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -5638780.000000 Penalty: 5262.410645
	Iteration 61Q: 3 clusters Score -5638780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -5638785.000000 Penalty: 5262.410645
	Iteration 62Q: 3 clusters Score -5638785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -5638784.000000 Penalty: 5262.410645
	Iteration 63Q: 3 clusters Score -5638784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -5638791.500000 Penalty: 5262.410645
	Iteration 64Q: 3 clusters Score -5638792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -5638797.000000 Penalty: 5262.410645
	Iteration 65Q: 3 clusters Score -5638797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -5638807.500000 Penalty: 5262.410645
	Iteration 66Q: 3 clusters Score -5638808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -5638807.500000 Penalty: 5262.410645
	Iteration 67F: 3 clusters Score -5638808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -1089449.375000 Penalty: 2233.005371
	Iteration 0F: 2 clusters Score -1089449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1082985.375000 Penalty: 4466.010742
	Iteration 0F: 3 clusters Score -1082985 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1084800.750000 Penalty: 4466.010742
	Iteration 1F: 3 clusters Score -1084801 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1085092.500000 Penalty: 4466.010742
	Iteration 2F: 3 clusters Score -1085092 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1085315.375000 Penalty: 4466.010742
	Iteration 3F: 3 clusters Score -1085315 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1085535.250000 Penalty: 4466.010742
	Iteration 4Q: 3 clusters Score -1085535 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1085762.375000 Penalty: 4466.010742
	Iteration 5Q: 3 clusters Score -1085762 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1086000.500000 Penalty: 4466.010742
	Iteration 6Q: 3 clusters Score -1086000 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1086249.500000 Penalty: 4466.010742
	Iteration 7Q: 3 clusters Score -1086250 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1086507.250000 Penalty: 4466.010742
	Iteration 8Q: 3 clusters Score -1086507 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1086717.375000 Penalty: 4466.010742
	Iteration 9Q: 3 clusters Score -1086717 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1086906.125000 Penalty: 4466.010742
	Iteration 10Q: 3 clusters Score -1086906 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1087070.875000 Penalty: 4466.010742
	Iteration 11Q: 3 clusters Score -1087071 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1087204.750000 Penalty: 4466.010742
	Iteration 12Q: 3 clusters Score -1087205 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1087297.000000 Penalty: 4466.010742
	Iteration 13Q: 3 clusters Score -1087297 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1087366.000000 Penalty: 4466.010742
	Iteration 14Q: 3 clusters Score -1087366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1087419.125000 Penalty: 4466.010742
	Iteration 15Q: 3 clusters Score -1087419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1087456.000000 Penalty: 4466.010742
	Iteration 16Q: 3 clusters Score -1087456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1087489.000000 Penalty: 4466.010742
	Iteration 17Q: 3 clusters Score -1087489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1087509.500000 Penalty: 4466.010742
	Iteration 18Q: 3 clusters Score -1087510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1087528.000000 Penalty: 4466.010742
	Iteration 19Q: 3 clusters Score -1087528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1087545.375000 Penalty: 4466.010742
	Iteration 20F: 3 clusters Score -1087545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1087553.500000 Penalty: 4466.010742
	Iteration 21Q: 3 clusters Score -1087554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1087566.250000 Penalty: 4466.010742
	Iteration 22Q: 3 clusters Score -1087566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1087575.000000 Penalty: 4466.010742
	Iteration 23Q: 3 clusters Score -1087575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1087579.875000 Penalty: 4466.010742
	Iteration 24Q: 3 clusters Score -1087580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1087583.250000 Penalty: 4466.010742
	Iteration 25Q: 3 clusters Score -1087583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1087587.125000 Penalty: 4466.010742
	Iteration 26Q: 3 clusters Score -1087587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1087594.500000 Penalty: 4466.010742
	Iteration 27Q: 3 clusters Score -1087594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1087603.375000 Penalty: 4466.010742
	Iteration 28Q: 3 clusters Score -1087603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1087607.250000 Penalty: 4466.010742
	Iteration 29Q: 3 clusters Score -1087607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1087613.625000 Penalty: 4466.010742
	Iteration 30Q: 3 clusters Score -1087614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1087617.375000 Penalty: 4466.010742
	Iteration 31Q: 3 clusters Score -1087617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1087622.000000 Penalty: 4466.010742
	Iteration 32Q: 3 clusters Score -1087622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1087626.750000 Penalty: 4466.010742
	Iteration 33Q: 3 clusters Score -1087627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1087631.375000 Penalty: 4466.010742
	Iteration 34Q: 3 clusters Score -1087631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1087639.250000 Penalty: 4466.010742
	Iteration 35Q: 3 clusters Score -1087639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1087644.375000 Penalty: 4466.010742
	Iteration 36Q: 3 clusters Score -1087644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1087651.125000 Penalty: 4466.010742
	Iteration 37Q: 3 clusters Score -1087651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1087655.500000 Penalty: 4466.010742
	Iteration 38Q: 3 clusters Score -1087656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1087662.000000 Penalty: 4466.010742
	Iteration 39Q: 3 clusters Score -1087662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1087667.125000 Penalty: 4466.010742
	Iteration 40F: 3 clusters Score -1087667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1087666.250000 Penalty: 4466.010742
	Iteration 41Q: 3 clusters Score -1087666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1087668.250000 Penalty: 4466.010742
	Iteration 42Q: 3 clusters Score -1087668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1087670.750000 Penalty: 4466.010742
	Iteration 43Q: 3 clusters Score -1087671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1087670.750000 Penalty: 4466.010742
	Iteration 44F: 3 clusters Score -1087671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Entering Unmasked Estep 
Score: -1341015.625000 Penalty: 2277.427490
	Iteration 0F: 2 clusters Score -1341016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1333520.250000 Penalty: 4554.854980
	Iteration 0F: 3 clusters Score -1333520 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1335613.250000 Penalty: 4554.854980
	Iteration 1F: 3 clusters Score -1335613 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1335934.125000 Penalty: 4554.854980
	Iteration 2F: 3 clusters Score -1335934 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1336194.750000 Penalty: 4554.854980
	Iteration 3F: 3 clusters Score -1336195 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1336384.875000 Penalty: 4554.854980
	Iteration 4Q: 3 clusters Score -1336385 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1336559.375000 Penalty: 4554.854980
	Iteration 5Q: 3 clusters Score -1336559 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1336741.250000 Penalty: 4554.854980
	Iteration 6Q: 3 clusters Score -1336741 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1336921.125000 Penalty: 4554.854980
	Iteration 7Q: 3 clusters Score -1336921 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1337096.625000 Penalty: 4554.854980
	Iteration 8Q: 3 clusters Score -1337097 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1337271.375000 Penalty: 4554.854980
	Iteration 9Q: 3 clusters Score -1337271 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1337466.250000 Penalty: 4554.854980
	Iteration 10Q: 3 clusters Score -1337466 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1337665.500000 Penalty: 4554.854980
	Iteration 11Q: 3 clusters Score -1337666 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1337887.625000 Penalty: 4554.854980
	Iteration 12Q: 3 clusters Score -1337888 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1338100.750000 Penalty: 4554.854980
	Iteration 13Q: 3 clusters Score -1338101 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1338322.375000 Penalty: 4554.854980
	Iteration 14Q: 3 clusters Score -1338322 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1338527.125000 Penalty: 4554.854980
	Iteration 15Q: 3 clusters Score -1338527 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1338692.875000 Penalty: 4554.854980
	Iteration 16Q: 3 clusters Score -1338693 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1338868.875000 Penalty: 4554.854980
	Iteration 17Q: 3 clusters Score -1338869 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1338989.500000 Penalty: 4554.854980
	Iteration 18Q: 3 clusters Score -1338990 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1339061.125000 Penalty: 4554.854980
	Iteration 19Q: 3 clusters Score -1339061 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1339099.375000 Penalty: 4554.854980
	Iteration 20F: 3 clusters Score -1339099 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1339125.375000 Penalty: 4554.854980
	Iteration 21Q: 3 clusters Score -1339125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1339143.375000 Penalty: 4554.854980
	Iteration 22Q: 3 clusters Score -1339143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1339162.250000 Penalty: 4554.854980
	Iteration 23Q: 3 clusters Score -1339162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1339171.125000 Penalty: 4554.854980
	Iteration 24Q: 3 clusters Score -1339171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1339180.250000 Penalty: 4554.854980
	Iteration 25Q: 3 clusters Score -1339180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1339190.625000 Penalty: 4554.854980
	Iteration 26Q: 3 clusters Score -1339191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1339202.750000 Penalty: 4554.854980
	Iteration 27Q: 3 clusters Score -1339203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1339211.375000 Penalty: 4554.854980
	Iteration 28Q: 3 clusters Score -1339211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1339216.625000 Penalty: 4554.854980
	Iteration 29Q: 3 clusters Score -1339217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1339224.000000 Penalty: 4554.854980
	Iteration 30Q: 3 clusters Score -1339224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1339227.000000 Penalty: 4554.854980
	Iteration 31Q: 3 clusters Score -1339227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1339232.375000 Penalty: 4554.854980
	Iteration 32Q: 3 clusters Score -1339232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1339233.000000 Penalty: 4554.854980
	Iteration 33Q: 3 clusters Score -1339233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1339236.000000 Penalty: 4554.854980
	Iteration 34Q: 3 clusters Score -1339236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1339233.250000 Penalty: 4554.854980
	Iteration 35Q: 3 clusters Score -1339233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1339236.125000 Penalty: 4554.854980
	Iteration 36Q: 3 clusters Score -1339236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1339238.250000 Penalty: 4554.854980
	Iteration 37Q: 3 clusters Score -1339238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1339237.625000 Penalty: 4554.854980
	Iteration 38Q: 3 clusters Score -1339238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1339237.625000 Penalty: 4554.854980
	Iteration 39F: 3 clusters Score -1339238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -92901.117188 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -92901.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91172.796875 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -91172.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91433.156250 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -91433.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91596.898438 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -91596.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91744.234375 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -91744.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91842.507812 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -91842.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91927.203125 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -91927.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92022.078125 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -92022.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92124.031250 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -92124.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -92177.132812 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -92177.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -92195.609375 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -92195.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -92202.070312 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -92202.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92214.960938 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -92214.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -92217.867188 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -92217.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -92217.867188 Penalty: 3301.736328
	Iteration 13F: 3 clusters Score -92217.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -69269.000000 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -69269 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 293 members 
Entering Unmasked Estep 
Score: -67742.312500 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -67742.31 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68027.703125 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -68027.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68167.882812 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -68167.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -68250.257812 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -68250.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68301.640625 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -68301.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -68332.289062 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -68332.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68365.898438 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -68365.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -68390.335938 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -68390.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -68401.921875 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -68401.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -68406.687500 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -68406.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -68410.750000 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -68410.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -68417.882812 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -68417.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68424.390625 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -68424.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68429.601562 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -68429.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -68434.343750 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -68434.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68437.976562 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -68437.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68437.976562 Penalty: 3162.856689
	Iteration 16F: 3 clusters Score -68437.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -163212.343750 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -163212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -161095.734375 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -161095.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161405.656250 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -161405.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -161524.140625 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -161524.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -161649.484375 Penalty: 3530.536133
	Iteration 3Q: 3 clusters Score -161649.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -161707.218750 Penalty: 3530.536133
	Iteration 4Q: 3 clusters Score -161707.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -161760.500000 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -161760.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -161797.437500 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -161797.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -161815.125000 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -161815.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -161831.875000 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -161831.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -161861.796875 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -161861.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161882.640625 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -161882.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -161896.500000 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -161896.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -161910.906250 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -161910.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -161930.468750 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -161930.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -161945.187500 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -161945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -161950.984375 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -161951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -161958.968750 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -161959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -161974.703125 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -161974.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -161982.781250 Penalty: 3530.536133
	Iteration 18Q: 3 clusters Score -161982.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -161991.187500 Penalty: 3530.536133
	Iteration 19Q: 3 clusters Score -161991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161995.812500 Penalty: 3530.536133
	Iteration 20F: 3 clusters Score -161995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -161999.437500 Penalty: 3530.536133
	Iteration 21Q: 3 clusters Score -161999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -162004.984375 Penalty: 3530.536133
	Iteration 22Q: 3 clusters Score -162005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -162008.890625 Penalty: 3530.536133
	Iteration 23Q: 3 clusters Score -162008.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -162014.062500 Penalty: 3530.536133
	Iteration 24Q: 3 clusters Score -162014.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -162017.312500 Penalty: 3530.536133
	Iteration 25Q: 3 clusters Score -162017.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -162021.984375 Penalty: 3530.536133
	Iteration 26Q: 3 clusters Score -162022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -162026.484375 Penalty: 3530.536133
	Iteration 27Q: 3 clusters Score -162026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -162030.109375 Penalty: 3530.536133
	Iteration 28Q: 3 clusters Score -162030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -162032.796875 Penalty: 3530.536133
	Iteration 29Q: 3 clusters Score -162032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -162035.640625 Penalty: 3530.536133
	Iteration 30Q: 3 clusters Score -162035.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -162038.453125 Penalty: 3530.536133
	Iteration 31Q: 3 clusters Score -162038.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -162040.921875 Penalty: 3530.536133
	Iteration 32Q: 3 clusters Score -162040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -162045.015625 Penalty: 3530.536133
	Iteration 33Q: 3 clusters Score -162045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -162048.109375 Penalty: 3530.536133
	Iteration 34Q: 3 clusters Score -162048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -162050.859375 Penalty: 3530.536133
	Iteration 35Q: 3 clusters Score -162050.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -162055.296875 Penalty: 3530.536133
	Iteration 36Q: 3 clusters Score -162055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -162060.140625 Penalty: 3530.536133
	Iteration 37Q: 3 clusters Score -162060.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -162067.625000 Penalty: 3530.536133
	Iteration 38Q: 3 clusters Score -162067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -162069.406250 Penalty: 3530.536133
	Iteration 39Q: 3 clusters Score -162069.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -162074.343750 Penalty: 3530.536133
	Iteration 40F: 3 clusters Score -162074.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -162076.343750 Penalty: 3530.536133
	Iteration 41Q: 3 clusters Score -162076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -162076.343750 Penalty: 3530.536133
	Iteration 42F: 3 clusters Score -162076.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (170167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170167 members 
Entering Unmasked Estep 
Score: -23490722.000000 Penalty: 2987.044922
	Iteration 0F: 2 clusters Score -2.349072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -23381542.000000 Penalty: 5974.089844
	Iteration 0F: 3 clusters Score -2.338154e+07 nChanged 81745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 85308 members 
Entering Unmasked Estep 
Score: -23430238.000000 Penalty: 5974.089844
	Iteration 1F: 3 clusters Score -2.343024e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -23432548.000000 Penalty: 5974.089844
	Iteration 2Q: 3 clusters Score -2.343255e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 86376 members 
Entering Unmasked Estep 
Score: -23435666.000000 Penalty: 5974.089844
	Iteration 3Q: 3 clusters Score -2.343567e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 87595 members 
Entering Unmasked Estep 
Score: -23440486.000000 Penalty: 5974.089844
	Iteration 4F: 3 clusters Score -2.344049e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -23447292.000000 Penalty: 5974.089844
	Iteration 5F: 3 clusters Score -2.344729e+07 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77419 members 
Mstep: Class 2 contains 92748 members 
Entering Unmasked Estep 
Score: -23456110.000000 Penalty: 5974.089844
	Iteration 6F: 3 clusters Score -2.345611e+07 nChanged 11763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
Score: -23464862.000000 Penalty: 5974.089844
	Iteration 7F: 3 clusters Score -2.346486e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 99302 members 
Entering Unmasked Estep 
Score: -23471144.000000 Penalty: 5974.089844
	Iteration 8F: 3 clusters Score -2.347114e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 101731 members 
Entering Unmasked Estep 
Score: -23474324.000000 Penalty: 5974.089844
	Iteration 9Q: 3 clusters Score -2.347432e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 103637 members 
Entering Unmasked Estep 
Score: -23475522.000000 Penalty: 5974.089844
	Iteration 10Q: 3 clusters Score -2.347552e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 105297 members 
Entering Unmasked Estep 
Score: -23476338.000000 Penalty: 5974.089844
	Iteration 11Q: 3 clusters Score -2.347634e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 106939 members 
Entering Unmasked Estep 
Score: -23476836.000000 Penalty: 5974.089844
	Iteration 12Q: 3 clusters Score -2.347684e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 108572 members 
Entering Unmasked Estep 
Score: -23477458.000000 Penalty: 5974.089844
	Iteration 13Q: 3 clusters Score -2.347746e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 110217 members 
Entering Unmasked Estep 
Score: -23477796.000000 Penalty: 5974.089844
	Iteration 14Q: 3 clusters Score -2.34778e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 111811 members 
Entering Unmasked Estep 
Score: -23478356.000000 Penalty: 5974.089844
	Iteration 15Q: 3 clusters Score -2.347836e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 113393 members 
Entering Unmasked Estep 
Score: -23478740.000000 Penalty: 5974.089844
	Iteration 16Q: 3 clusters Score -2.347874e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 114958 members 
Entering Unmasked Estep 
Score: -23479148.000000 Penalty: 5974.089844
	Iteration 17Q: 3 clusters Score -2.347915e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 116492 members 
Entering Unmasked Estep 
Score: -23479530.000000 Penalty: 5974.089844
	Iteration 18Q: 3 clusters Score -2.347953e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 118002 members 
Entering Unmasked Estep 
Score: -23479820.000000 Penalty: 5974.089844
	Iteration 19Q: 3 clusters Score -2.347982e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 119576 members 
Entering Unmasked Estep 
Score: -23480106.000000 Penalty: 5974.089844
	Iteration 20F: 3 clusters Score -2.348011e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 121253 members 
Entering Unmasked Estep 
Score: -23480626.000000 Penalty: 5974.089844
	Iteration 21Q: 3 clusters Score -2.348063e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 122972 members 
Entering Unmasked Estep 
Score: -23481094.000000 Penalty: 5974.089844
	Iteration 22Q: 3 clusters Score -2.348109e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 124653 members 
Entering Unmasked Estep 
Score: -23481500.000000 Penalty: 5974.089844
	Iteration 23Q: 3 clusters Score -2.34815e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 126255 members 
Entering Unmasked Estep 
Score: -23481870.000000 Penalty: 5974.089844
	Iteration 24Q: 3 clusters Score -2.348187e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 127803 members 
Entering Unmasked Estep 
Score: -23482186.000000 Penalty: 5974.089844
	Iteration 25Q: 3 clusters Score -2.348219e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 129308 members 
Entering Unmasked Estep 
Score: -23482476.000000 Penalty: 5974.089844
	Iteration 26Q: 3 clusters Score -2.348248e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 130875 members 
Entering Unmasked Estep 
Score: -23482918.000000 Penalty: 5974.089844
	Iteration 27Q: 3 clusters Score -2.348292e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 132483 members 
Entering Unmasked Estep 
Score: -23483476.000000 Penalty: 5974.089844
	Iteration 28Q: 3 clusters Score -2.348348e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 134277 members 
Entering Unmasked Estep 
Score: -23483968.000000 Penalty: 5974.089844
	Iteration 29Q: 3 clusters Score -2.348397e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 136153 members 
Entering Unmasked Estep 
Score: -23484544.000000 Penalty: 5974.089844
	Iteration 30Q: 3 clusters Score -2.348454e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 138135 members 
Entering Unmasked Estep 
Score: -23485188.000000 Penalty: 5974.089844
	Iteration 31Q: 3 clusters Score -2.348519e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 140209 members 
Entering Unmasked Estep 
Score: -23485804.000000 Penalty: 5974.089844
	Iteration 32Q: 3 clusters Score -2.34858e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 142293 members 
Entering Unmasked Estep 
Score: -23486404.000000 Penalty: 5974.089844
	Iteration 33Q: 3 clusters Score -2.34864e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 144365 members 
Entering Unmasked Estep 
Score: -23486976.000000 Penalty: 5974.089844
	Iteration 34Q: 3 clusters Score -2.348698e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 146430 members 
Entering Unmasked Estep 
Score: -23487388.000000 Penalty: 5974.089844
	Iteration 35Q: 3 clusters Score -2.348739e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -23487862.000000 Penalty: 5974.089844
	Iteration 36Q: 3 clusters Score -2.348786e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 150416 members 
Entering Unmasked Estep 
Score: -23488146.000000 Penalty: 5974.089844
	Iteration 37Q: 3 clusters Score -2.348815e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 152293 members 
Entering Unmasked Estep 
Score: -23488538.000000 Penalty: 5974.089844
	Iteration 38Q: 3 clusters Score -2.348854e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 154067 members 
Entering Unmasked Estep 
Score: -23488856.000000 Penalty: 5974.089844
	Iteration 39Q: 3 clusters Score -2.348886e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 155676 members 
Entering Unmasked Estep 
Score: -23489048.000000 Penalty: 5974.089844
	Iteration 40F: 3 clusters Score -2.348905e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -23489388.000000 Penalty: 5974.089844
	Iteration 41Q: 3 clusters Score -2.348939e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 158479 members 
Entering Unmasked Estep 
Score: -23489588.000000 Penalty: 5974.089844
	Iteration 42Q: 3 clusters Score -2.348959e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 159644 members 
Entering Unmasked Estep 
Score: -23489678.000000 Penalty: 5974.089844
	Iteration 43Q: 3 clusters Score -2.348968e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 160663 members 
Entering Unmasked Estep 
Score: -23489906.000000 Penalty: 5974.089844
	Iteration 44Q: 3 clusters Score -2.348991e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -23490098.000000 Penalty: 5974.089844
	Iteration 45Q: 3 clusters Score -2.34901e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 162332 members 
Entering Unmasked Estep 
Score: -23490162.000000 Penalty: 5974.089844
	Iteration 46Q: 3 clusters Score -2.349016e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 162965 members 
Entering Unmasked Estep 
Score: -23490254.000000 Penalty: 5974.089844
	Iteration 47Q: 3 clusters Score -2.349025e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 163485 members 
Entering Unmasked Estep 
Score: -23490162.000000 Penalty: 5974.089844
	Iteration 48Q: 3 clusters Score -2.349016e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 163923 members 
Entering Unmasked Estep 
Score: -23490138.000000 Penalty: 5974.089844
	Iteration 49Q: 3 clusters Score -2.349014e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 164284 members 
Entering Unmasked Estep 
Score: -23490112.000000 Penalty: 5974.089844
	Iteration 50Q: 3 clusters Score -2.349011e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 164588 members 
Entering Unmasked Estep 
Score: -23490090.000000 Penalty: 5974.089844
	Iteration 51Q: 3 clusters Score -2.349009e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 164849 members 
Entering Unmasked Estep 
Score: -23490148.000000 Penalty: 5974.089844
	Iteration 52Q: 3 clusters Score -2.349015e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 165091 members 
Entering Unmasked Estep 
Score: -23490070.000000 Penalty: 5974.089844
	Iteration 53Q: 3 clusters Score -2.349007e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 165295 members 
Entering Unmasked Estep 
Score: -23489984.000000 Penalty: 5974.089844
	Iteration 54Q: 3 clusters Score -2.348998e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 165468 members 
Entering Unmasked Estep 
Score: -23489918.000000 Penalty: 5974.089844
	Iteration 55Q: 3 clusters Score -2.348992e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 165609 members 
Entering Unmasked Estep 
Score: -23489918.000000 Penalty: 5974.089844
	Iteration 56Q: 3 clusters Score -2.348992e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 165724 members 
Entering Unmasked Estep 
Score: -23489930.000000 Penalty: 5974.089844
	Iteration 57Q: 3 clusters Score -2.348993e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 165832 members 
Entering Unmasked Estep 
Score: -23489900.000000 Penalty: 5974.089844
	Iteration 58Q: 3 clusters Score -2.34899e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 165943 members 
Entering Unmasked Estep 
Score: -23489912.000000 Penalty: 5974.089844
	Iteration 59Q: 3 clusters Score -2.348991e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 166042 members 
Entering Unmasked Estep 
Score: -23489922.000000 Penalty: 5974.089844
	Iteration 60F: 3 clusters Score -2.348992e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 166124 members 
Entering Unmasked Estep 
Score: -23489898.000000 Penalty: 5974.089844
	Iteration 61Q: 3 clusters Score -2.34899e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 166186 members 
Entering Unmasked Estep 
Score: -23489954.000000 Penalty: 5974.089844
	Iteration 62Q: 3 clusters Score -2.348995e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 166246 members 
Entering Unmasked Estep 
Score: -23489978.000000 Penalty: 5974.089844
	Iteration 63Q: 3 clusters Score -2.348998e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 166309 members 
Entering Unmasked Estep 
Score: -23489972.000000 Penalty: 5974.089844
	Iteration 64Q: 3 clusters Score -2.348997e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 166360 members 
Entering Unmasked Estep 
Score: -23489972.000000 Penalty: 5974.089844
	Iteration 65Q: 3 clusters Score -2.348997e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 166416 members 
Entering Unmasked Estep 
Score: -23489976.000000 Penalty: 5974.089844
	Iteration 66Q: 3 clusters Score -2.348998e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 166470 members 
Entering Unmasked Estep 
Score: -23489942.000000 Penalty: 5974.089844
	Iteration 67Q: 3 clusters Score -2.348994e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 166507 members 
Entering Unmasked Estep 
Score: -23489922.000000 Penalty: 5974.089844
	Iteration 68Q: 3 clusters Score -2.348992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 166543 members 
Entering Unmasked Estep 
Score: -23489934.000000 Penalty: 5974.089844
	Iteration 69Q: 3 clusters Score -2.348993e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 166582 members 
Entering Unmasked Estep 
Score: -23489944.000000 Penalty: 5974.089844
	Iteration 70Q: 3 clusters Score -2.348994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 166614 members 
Entering Unmasked Estep 
Score: -23489938.000000 Penalty: 5974.089844
	Iteration 71Q: 3 clusters Score -2.348994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 166639 members 
Entering Unmasked Estep 
Score: -23489924.000000 Penalty: 5974.089844
	Iteration 72Q: 3 clusters Score -2.348992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 166657 members 
Entering Unmasked Estep 
Score: -23489918.000000 Penalty: 5974.089844
	Iteration 73Q: 3 clusters Score -2.348992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 166678 members 
Entering Unmasked Estep 
Score: -23489924.000000 Penalty: 5974.089844
	Iteration 74Q: 3 clusters Score -2.348992e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 166700 members 
Entering Unmasked Estep 
Score: -23489898.000000 Penalty: 5974.089844
	Iteration 75Q: 3 clusters Score -2.34899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 166722 members 
Entering Unmasked Estep 
Score: -23489902.000000 Penalty: 5974.089844
	Iteration 76Q: 3 clusters Score -2.34899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 166739 members 
Entering Unmasked Estep 
Score: -23489896.000000 Penalty: 5974.089844
	Iteration 77Q: 3 clusters Score -2.34899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 166758 members 
Entering Unmasked Estep 
Score: -23489904.000000 Penalty: 5974.089844
	Iteration 78Q: 3 clusters Score -2.34899e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 166785 members 
Entering Unmasked Estep 
Score: -23489902.000000 Penalty: 5974.089844
	Iteration 79Q: 3 clusters Score -2.34899e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -23489918.000000 Penalty: 5974.089844
	Iteration 80F: 3 clusters Score -2.348992e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 166843 members 
Entering Unmasked Estep 
Score: -23489898.000000 Penalty: 5974.089844
	Iteration 81Q: 3 clusters Score -2.34899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 166871 members 
Entering Unmasked Estep 
Score: -23489924.000000 Penalty: 5974.089844
	Iteration 82Q: 3 clusters Score -2.348992e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 166896 members 
Entering Unmasked Estep 
Score: -23489902.000000 Penalty: 5974.089844
	Iteration 83Q: 3 clusters Score -2.34899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 166914 members 
Entering Unmasked Estep 
Score: -23489908.000000 Penalty: 5974.089844
	Iteration 84Q: 3 clusters Score -2.348991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 166931 members 
Entering Unmasked Estep 
Score: -23489900.000000 Penalty: 5974.089844
	Iteration 85Q: 3 clusters Score -2.34899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 166950 members 
Entering Unmasked Estep 
Score: -23489904.000000 Penalty: 5974.089844
	Iteration 86Q: 3 clusters Score -2.34899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 166961 members 
Entering Unmasked Estep 
Score: -23489890.000000 Penalty: 5974.089844
	Iteration 87Q: 3 clusters Score -2.348989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 166970 members 
Entering Unmasked Estep 
Score: -23489896.000000 Penalty: 5974.089844
	Iteration 88Q: 3 clusters Score -2.34899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 166977 members 
Entering Unmasked Estep 
Score: -23489904.000000 Penalty: 5974.089844
	Iteration 89Q: 3 clusters Score -2.34899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 166982 members 
Entering Unmasked Estep 
Score: -23489914.000000 Penalty: 5974.089844
	Iteration 90Q: 3 clusters Score -2.348991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 166986 members 
Entering Unmasked Estep 
Score: -23489918.000000 Penalty: 5974.089844
	Iteration 91Q: 3 clusters Score -2.348992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 166989 members 
Entering Unmasked Estep 
Score: -23489900.000000 Penalty: 5974.089844
	Iteration 92Q: 3 clusters Score -2.34899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 166993 members 
Entering Unmasked Estep 
Score: -23489902.000000 Penalty: 5974.089844
	Iteration 93Q: 3 clusters Score -2.34899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 166997 members 
Entering Unmasked Estep 
Score: -23489900.000000 Penalty: 5974.089844
	Iteration 94Q: 3 clusters Score -2.34899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 166997 members 
Entering Unmasked Estep 
Score: -23489900.000000 Penalty: 5974.089844
	Iteration 95F: 3 clusters Score -2.34899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Entering Unmasked Estep 
Score: -6086401.500000 Penalty: 2649.916992
	Iteration 0F: 2 clusters Score -6086402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -6056890.500000 Penalty: 5299.833984
	Iteration 0F: 3 clusters Score -6056890 nChanged 20161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -6067754.000000 Penalty: 5299.833984
	Iteration 1F: 3 clusters Score -6067754 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -6068322.500000 Penalty: 5299.833984
	Iteration 2Q: 3 clusters Score -6068322 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -6068901.000000 Penalty: 5299.833984
	Iteration 3Q: 3 clusters Score -6068901 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -6069781.500000 Penalty: 5299.833984
	Iteration 4Q: 3 clusters Score -6069782 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -6071021.500000 Penalty: 5299.833984
	Iteration 5F: 3 clusters Score -6071022 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -6072905.000000 Penalty: 5299.833984
	Iteration 6F: 3 clusters Score -6072905 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -6075512.500000 Penalty: 5299.833984
	Iteration 7F: 3 clusters Score -6075512 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -6078431.000000 Penalty: 5299.833984
	Iteration 8F: 3 clusters Score -6078431 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -6080881.000000 Penalty: 5299.833984
	Iteration 9F: 3 clusters Score -6080881 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6082409.500000 Penalty: 5299.833984
	Iteration 10Q: 3 clusters Score -6082410 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6083212.000000 Penalty: 5299.833984
	Iteration 11Q: 3 clusters Score -6083212 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6083588.000000 Penalty: 5299.833984
	Iteration 12Q: 3 clusters Score -6083588 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6083756.500000 Penalty: 5299.833984
	Iteration 13Q: 3 clusters Score -6083756 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6083846.000000 Penalty: 5299.833984
	Iteration 14Q: 3 clusters Score -6083846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6083911.000000 Penalty: 5299.833984
	Iteration 15Q: 3 clusters Score -6083911 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6083937.000000 Penalty: 5299.833984
	Iteration 16Q: 3 clusters Score -6083937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6083975.000000 Penalty: 5299.833984
	Iteration 17Q: 3 clusters Score -6083975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6083997.500000 Penalty: 5299.833984
	Iteration 18Q: 3 clusters Score -6083998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6084013.000000 Penalty: 5299.833984
	Iteration 19Q: 3 clusters Score -6084013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6084023.000000 Penalty: 5299.833984
	Iteration 20F: 3 clusters Score -6084023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6084029.500000 Penalty: 5299.833984
	Iteration 21Q: 3 clusters Score -6084030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6084048.500000 Penalty: 5299.833984
	Iteration 22Q: 3 clusters Score -6084048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6084051.000000 Penalty: 5299.833984
	Iteration 23Q: 3 clusters Score -6084051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6084066.000000 Penalty: 5299.833984
	Iteration 24Q: 3 clusters Score -6084066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6084066.500000 Penalty: 5299.833984
	Iteration 25Q: 3 clusters Score -6084066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6084067.000000 Penalty: 5299.833984
	Iteration 26Q: 3 clusters Score -6084067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6084068.500000 Penalty: 5299.833984
	Iteration 27Q: 3 clusters Score -6084068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6084067.500000 Penalty: 5299.833984
	Iteration 28Q: 3 clusters Score -6084068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6084067.000000 Penalty: 5299.833984
	Iteration 29Q: 3 clusters Score -6084067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6084059.500000 Penalty: 5299.833984
	Iteration 30Q: 3 clusters Score -6084060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6084063.500000 Penalty: 5299.833984
	Iteration 31Q: 3 clusters Score -6084064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6084068.500000 Penalty: 5299.833984
	Iteration 32Q: 3 clusters Score -6084068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6084064.500000 Penalty: 5299.833984
	Iteration 33Q: 3 clusters Score -6084064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6084069.000000 Penalty: 5299.833984
	Iteration 34Q: 3 clusters Score -6084069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6084079.000000 Penalty: 5299.833984
	Iteration 35Q: 3 clusters Score -6084079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6084082.000000 Penalty: 5299.833984
	Iteration 36Q: 3 clusters Score -6084082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6084088.000000 Penalty: 5299.833984
	Iteration 37Q: 3 clusters Score -6084088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6084100.500000 Penalty: 5299.833984
	Iteration 38Q: 3 clusters Score -6084100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6084106.500000 Penalty: 5299.833984
	Iteration 39Q: 3 clusters Score -6084106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6084101.000000 Penalty: 5299.833984
	Iteration 40F: 3 clusters Score -6084101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6084104.000000 Penalty: 5299.833984
	Iteration 41Q: 3 clusters Score -6084104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6084104.000000 Penalty: 5299.833984
	Iteration 42F: 3 clusters Score -6084104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -158284.156250 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -158284.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -156209.406250 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -156209.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -156565.187500 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -156565.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156678.593750 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -156678.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -156746.265625 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -156746.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -156778.875000 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -156778.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156804.093750 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -156804.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -156837.406250 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -156837.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -156865.609375 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -156865.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -156899.203125 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -156899.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -156923.000000 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -156923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -156969.937500 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -156969.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -157036.437500 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -157036.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -157088.312500 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -157088.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -157121.718750 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -157121.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -157145.328125 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -157145.3 nChanged 8
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: -157153.171875 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -157153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -157162.531250 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -157162.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -157180.296875 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -157180.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -157192.156250 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -157192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -157198.093750 Penalty: 3508.761963
	Iteration 19Q: 3 clusters Score -157198.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -157210.609375 Penalty: 3508.761963
	Iteration 20F: 3 clusters Score -157210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -157218.250000 Penalty: 3508.761963
	Iteration 21Q: 3 clusters Score -157218.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -157226.687500 Penalty: 3508.761963
	Iteration 22Q: 3 clusters Score -157226.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -157245.234375 Penalty: 3508.761963
	Iteration 23Q: 3 clusters Score -157245.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -157260.062500 Penalty: 3508.761963
	Iteration 24Q: 3 clusters Score -157260.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -157272.203125 Penalty: 3508.761963
	Iteration 25Q: 3 clusters Score -157272.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -157291.281250 Penalty: 3508.761963
	Iteration 26Q: 3 clusters Score -157291.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -157300.156250 Penalty: 3508.761963
	Iteration 27Q: 3 clusters Score -157300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -157303.718750 Penalty: 3508.761963
	Iteration 28Q: 3 clusters Score -157303.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -157307.406250 Penalty: 3508.761963
	Iteration 29Q: 3 clusters Score -157307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -157310.906250 Penalty: 3508.761963
	Iteration 30Q: 3 clusters Score -157310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -157313.765625 Penalty: 3508.761963
	Iteration 31Q: 3 clusters Score -157313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -157319.625000 Penalty: 3508.761963
	Iteration 32Q: 3 clusters Score -157319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -157324.359375 Penalty: 3508.761963
	Iteration 33Q: 3 clusters Score -157324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -157325.531250 Penalty: 3508.761963
	Iteration 34Q: 3 clusters Score -157325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -157326.609375 Penalty: 3508.761963
	Iteration 35Q: 3 clusters Score -157326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -157329.578125 Penalty: 3508.761963
	Iteration 36Q: 3 clusters Score -157329.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -157331.921875 Penalty: 3508.761963
	Iteration 37Q: 3 clusters Score -157331.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -157331.921875 Penalty: 3508.761963
	Iteration 38F: 3 clusters Score -157331.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -93225.625000 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -93225.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91578.828125 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -91578.83 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -92225.531250 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -92225.53 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92780.414062 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -92780.41 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -93671.382812 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -93671.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -93914.960938 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -93914.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -94005.531250 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -94005.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -94077.429688 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -94077.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -94132.828125 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -94132.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -94182.906250 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -94182.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -94201.671875 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -94201.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -94210.476562 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -94210.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -94212.726562 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -94212.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -94212.726562 Penalty: 3313.704102
	Iteration 12F: 3 clusters Score -94212.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247792 members 
Mstep: Class 2 contains 54054 members 
Mstep: Class 3 contains 40526 members 
Mstep: Class 4 contains 8136 members 
Mstep: Class 5 contains 9732 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170167 members 
Mstep: Class 10 contains 43702 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 145 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174904 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 652 members 
Mstep: Class 21 contains 93989 members 
Mstep: Class 22 contains 138276 members 
Mstep: Class 23 contains 20383 members 
Entering Unmasked Estep 
Score: -137437248.000000 Penalty: 75454.375000
Splitting cluster 12 changes total score from -137438032.000000 to -137437248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -137886.250000 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -137886.2 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 568 members 
Entering Unmasked Estep 
Score: -135978.375000 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -135978.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -136528.468750 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -136528.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -136895.578125 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -136895.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -137109.000000 Penalty: 3472.617676
	Iteration 3F: 3 clusters Score -137109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -137193.843750 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -137193.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -137230.343750 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -137230.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -137281.218750 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -137281.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -137322.359375 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -137322.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -137359.031250 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -137359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137378.937500 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -137378.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -137403.750000 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -137403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -137410.375000 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -137410.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -137415.921875 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -137415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -137418.984375 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -137419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -137421.781250 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -137421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -137423.296875 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -137423.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -137426.234375 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -137426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -137426.953125 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -137427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -137432.234375 Penalty: 3472.617676
	Iteration 18F: 3 clusters Score -137432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -137448.687500 Penalty: 3472.617676
	Iteration 19Q: 3 clusters Score -137448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -137460.296875 Penalty: 3472.617676
	Iteration 20F: 3 clusters Score -137460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -137469.531250 Penalty: 3472.617676
	Iteration 21Q: 3 clusters Score -137469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -137484.406250 Penalty: 3472.617676
	Iteration 22Q: 3 clusters Score -137484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -137490.281250 Penalty: 3472.617676
	Iteration 23Q: 3 clusters Score -137490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -137491.828125 Penalty: 3472.617676
	Iteration 24Q: 3 clusters Score -137491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -137495.109375 Penalty: 3472.617676
	Iteration 25Q: 3 clusters Score -137495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -137495.109375 Penalty: 3472.617676
	Iteration 26F: 3 clusters Score -137495.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -67896.507812 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -67896.51 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 275 members 
Entering Unmasked Estep 
Score: -66313.601562 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -66313.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66500.851562 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -66500.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66560.507812 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -66560.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66598.195312 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -66598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66607.523438 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -66607.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66611.085938 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -66611.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66611.085938 Penalty: 3124.278809
	Iteration 6F: 3 clusters Score -66611.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Entering Unmasked Estep 
Score: -400880.250000 Penalty: 1989.271606
	Iteration 0F: 2 clusters Score -400880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -397583.875000 Penalty: 3978.543213
	Iteration 0F: 3 clusters Score -397583.9 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -398211.750000 Penalty: 3978.543213
	Iteration 1F: 3 clusters Score -398211.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -398374.656250 Penalty: 3978.543213
	Iteration 2F: 3 clusters Score -398374.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -398533.562500 Penalty: 3978.543213
	Iteration 3F: 3 clusters Score -398533.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -398681.812500 Penalty: 3978.543213
	Iteration 4Q: 3 clusters Score -398681.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -398801.187500 Penalty: 3978.543213
	Iteration 5Q: 3 clusters Score -398801.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -398917.156250 Penalty: 3978.543213
	Iteration 6Q: 3 clusters Score -398917.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -398999.500000 Penalty: 3978.543213
	Iteration 7Q: 3 clusters Score -398999.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -399054.468750 Penalty: 3978.543213
	Iteration 8Q: 3 clusters Score -399054.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -399101.062500 Penalty: 3978.543213
	Iteration 9Q: 3 clusters Score -399101.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -399132.812500 Penalty: 3978.543213
	Iteration 10Q: 3 clusters Score -399132.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -399163.156250 Penalty: 3978.543213
	Iteration 11Q: 3 clusters Score -399163.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -399191.312500 Penalty: 3978.543213
	Iteration 12Q: 3 clusters Score -399191.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -399215.968750 Penalty: 3978.543213
	Iteration 13Q: 3 clusters Score -399216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -399240.562500 Penalty: 3978.543213
	Iteration 14Q: 3 clusters Score -399240.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -399258.062500 Penalty: 3978.543213
	Iteration 15Q: 3 clusters Score -399258.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -399270.437500 Penalty: 3978.543213
	Iteration 16Q: 3 clusters Score -399270.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -399281.656250 Penalty: 3978.543213
	Iteration 17Q: 3 clusters Score -399281.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -399292.437500 Penalty: 3978.543213
	Iteration 18Q: 3 clusters Score -399292.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -399302.875000 Penalty: 3978.543213
	Iteration 19Q: 3 clusters Score -399302.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -399310.250000 Penalty: 3978.543213
	Iteration 20F: 3 clusters Score -399310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -399314.656250 Penalty: 3978.543213
	Iteration 21Q: 3 clusters Score -399314.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -399324.343750 Penalty: 3978.543213
	Iteration 22Q: 3 clusters Score -399324.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -399329.437500 Penalty: 3978.543213
	Iteration 23Q: 3 clusters Score -399329.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -399335.500000 Penalty: 3978.543213
	Iteration 24Q: 3 clusters Score -399335.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -399340.375000 Penalty: 3978.543213
	Iteration 25Q: 3 clusters Score -399340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -399341.906250 Penalty: 3978.543213
	Iteration 26Q: 3 clusters Score -399341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -399341.906250 Penalty: 3978.543213
	Iteration 27Q: 3 clusters Score -399341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -399342.625000 Penalty: 3978.543213
	Iteration 28Q: 3 clusters Score -399342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -399343.593750 Penalty: 3978.543213
	Iteration 29Q: 3 clusters Score -399343.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -399343.593750 Penalty: 3978.543213
	Iteration 30F: 3 clusters Score -399343.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -354183.156250 Penalty: 1964.900513
	Iteration 0F: 2 clusters Score -354183.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -351087.031250 Penalty: 3929.801025
	Iteration 0F: 3 clusters Score -351087 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -351751.593750 Penalty: 3929.801025
	Iteration 1F: 3 clusters Score -351751.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -351924.718750 Penalty: 3929.801025
	Iteration 2F: 3 clusters Score -351924.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -352080.437500 Penalty: 3929.801025
	Iteration 3Q: 3 clusters Score -352080.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -352218.500000 Penalty: 3929.801025
	Iteration 4Q: 3 clusters Score -352218.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -352292.343750 Penalty: 3929.801025
	Iteration 5Q: 3 clusters Score -352292.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -352352.593750 Penalty: 3929.801025
	Iteration 6Q: 3 clusters Score -352352.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -352398.593750 Penalty: 3929.801025
	Iteration 7Q: 3 clusters Score -352398.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -352439.406250 Penalty: 3929.801025
	Iteration 8Q: 3 clusters Score -352439.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -352476.281250 Penalty: 3929.801025
	Iteration 9Q: 3 clusters Score -352476.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -352506.062500 Penalty: 3929.801025
	Iteration 10Q: 3 clusters Score -352506.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -352535.625000 Penalty: 3929.801025
	Iteration 11Q: 3 clusters Score -352535.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -352558.156250 Penalty: 3929.801025
	Iteration 12Q: 3 clusters Score -352558.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -352570.812500 Penalty: 3929.801025
	Iteration 13Q: 3 clusters Score -352570.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -352582.812500 Penalty: 3929.801025
	Iteration 14Q: 3 clusters Score -352582.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -352593.281250 Penalty: 3929.801025
	Iteration 15Q: 3 clusters Score -352593.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -352601.093750 Penalty: 3929.801025
	Iteration 16Q: 3 clusters Score -352601.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -352604.062500 Penalty: 3929.801025
	Iteration 17Q: 3 clusters Score -352604.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -352607.875000 Penalty: 3929.801025
	Iteration 18Q: 3 clusters Score -352607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -352609.750000 Penalty: 3929.801025
	Iteration 19Q: 3 clusters Score -352609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -352611.187500 Penalty: 3929.801025
	Iteration 20F: 3 clusters Score -352611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -352613.906250 Penalty: 3929.801025
	Iteration 21Q: 3 clusters Score -352613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -352615.250000 Penalty: 3929.801025
	Iteration 22Q: 3 clusters Score -352615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -352616.312500 Penalty: 3929.801025
	Iteration 23Q: 3 clusters Score -352616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -352616.375000 Penalty: 3929.801025
	Iteration 24Q: 3 clusters Score -352616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -352616.906250 Penalty: 3929.801025
	Iteration 25Q: 3 clusters Score -352616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -352616.906250 Penalty: 3929.801025
	Iteration 26F: 3 clusters Score -352616.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (174904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174904 members 
Entering Unmasked Estep 
Score: -24092432.000000 Penalty: 2993.854248
	Iteration 0F: 2 clusters Score -2.409243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -23980268.000000 Penalty: 5987.708496
	Iteration 0F: 3 clusters Score -2.398027e+07 nChanged 83607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -24029278.000000 Penalty: 5987.708496
	Iteration 1F: 3 clusters Score -2.402928e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 90072 members 
Entering Unmasked Estep 
Score: -24030438.000000 Penalty: 5987.708496
	Iteration 2Q: 3 clusters Score -2.403044e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 91907 members 
Entering Unmasked Estep 
Score: -24031834.000000 Penalty: 5987.708496
	Iteration 3Q: 3 clusters Score -2.403183e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 94688 members 
Entering Unmasked Estep 
Score: -24034160.000000 Penalty: 5987.708496
	Iteration 4Q: 3 clusters Score -2.403416e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -24038372.000000 Penalty: 5987.708496
	Iteration 5Q: 3 clusters Score -2.403837e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 104381 members 
Entering Unmasked Estep 
Score: -24045030.000000 Penalty: 5987.708496
	Iteration 6F: 3 clusters Score -2.404503e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 111430 members 
Entering Unmasked Estep 
Score: -24054724.000000 Penalty: 5987.708496
	Iteration 7F: 3 clusters Score -2.405472e+07 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 118924 members 
Entering Unmasked Estep 
Score: -24066024.000000 Penalty: 5987.708496
	Iteration 8F: 3 clusters Score -2.406602e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 124995 members 
Entering Unmasked Estep 
Score: -24075038.000000 Penalty: 5987.708496
	Iteration 9F: 3 clusters Score -2.407504e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 129202 members 
Entering Unmasked Estep 
Score: -24079304.000000 Penalty: 5987.708496
	Iteration 10Q: 3 clusters Score -2.40793e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 132500 members 
Entering Unmasked Estep 
Score: -24081270.000000 Penalty: 5987.708496
	Iteration 11Q: 3 clusters Score -2.408127e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -24082720.000000 Penalty: 5987.708496
	Iteration 12Q: 3 clusters Score -2.408272e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 138638 members 
Entering Unmasked Estep 
Score: -24083958.000000 Penalty: 5987.708496
	Iteration 13Q: 3 clusters Score -2.408396e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 141709 members 
Entering Unmasked Estep 
Score: -24085138.000000 Penalty: 5987.708496
	Iteration 14Q: 3 clusters Score -2.408514e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 144609 members 
Entering Unmasked Estep 
Score: -24085982.000000 Penalty: 5987.708496
	Iteration 15Q: 3 clusters Score -2.408598e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 147305 members 
Entering Unmasked Estep 
Score: -24086904.000000 Penalty: 5987.708496
	Iteration 16Q: 3 clusters Score -2.40869e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 149937 members 
Entering Unmasked Estep 
Score: -24087660.000000 Penalty: 5987.708496
	Iteration 17Q: 3 clusters Score -2.408766e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 152623 members 
Entering Unmasked Estep 
Score: -24088238.000000 Penalty: 5987.708496
	Iteration 18Q: 3 clusters Score -2.408824e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 155228 members 
Entering Unmasked Estep 
Score: -24088900.000000 Penalty: 5987.708496
	Iteration 19Q: 3 clusters Score -2.40889e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 157682 members 
Entering Unmasked Estep 
Score: -24089314.000000 Penalty: 5987.708496
	Iteration 20F: 3 clusters Score -2.408931e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 159929 members 
Entering Unmasked Estep 
Score: -24089686.000000 Penalty: 5987.708496
	Iteration 21Q: 3 clusters Score -2.408969e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 161912 members 
Entering Unmasked Estep 
Score: -24089992.000000 Penalty: 5987.708496
	Iteration 22Q: 3 clusters Score -2.408999e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 163728 members 
Entering Unmasked Estep 
Score: -24090316.000000 Penalty: 5987.708496
	Iteration 23Q: 3 clusters Score -2.409032e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 165320 members 
Entering Unmasked Estep 
Score: -24090564.000000 Penalty: 5987.708496
	Iteration 24Q: 3 clusters Score -2.409056e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 166687 members 
Entering Unmasked Estep 
Score: -24090636.000000 Penalty: 5987.708496
	Iteration 25Q: 3 clusters Score -2.409064e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 167838 members 
Entering Unmasked Estep 
Score: -24090698.000000 Penalty: 5987.708496
	Iteration 26Q: 3 clusters Score -2.40907e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 168800 members 
Entering Unmasked Estep 
Score: -24090798.000000 Penalty: 5987.708496
	Iteration 27Q: 3 clusters Score -2.40908e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 169616 members 
Entering Unmasked Estep 
Score: -24090830.000000 Penalty: 5987.708496
	Iteration 28Q: 3 clusters Score -2.409083e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 170290 members 
Entering Unmasked Estep 
Score: -24090820.000000 Penalty: 5987.708496
	Iteration 29Q: 3 clusters Score -2.409082e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 170847 members 
Entering Unmasked Estep 
Score: -24090906.000000 Penalty: 5987.708496
	Iteration 30Q: 3 clusters Score -2.409091e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 171315 members 
Entering Unmasked Estep 
Score: -24090922.000000 Penalty: 5987.708496
	Iteration 31Q: 3 clusters Score -2.409092e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 171710 members 
Entering Unmasked Estep 
Score: -24090894.000000 Penalty: 5987.708496
	Iteration 32Q: 3 clusters Score -2.409089e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 172019 members 
Entering Unmasked Estep 
Score: -24090876.000000 Penalty: 5987.708496
	Iteration 33Q: 3 clusters Score -2.409088e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 172281 members 
Entering Unmasked Estep 
Score: -24090860.000000 Penalty: 5987.708496
	Iteration 34Q: 3 clusters Score -2.409086e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 172462 members 
Entering Unmasked Estep 
Score: -24090810.000000 Penalty: 5987.708496
	Iteration 35Q: 3 clusters Score -2.409081e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 172610 members 
Entering Unmasked Estep 
Score: -24090834.000000 Penalty: 5987.708496
	Iteration 36Q: 3 clusters Score -2.409083e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 172727 members 
Entering Unmasked Estep 
Score: -24090840.000000 Penalty: 5987.708496
	Iteration 37Q: 3 clusters Score -2.409084e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 172818 members 
Entering Unmasked Estep 
Score: -24090856.000000 Penalty: 5987.708496
	Iteration 38Q: 3 clusters Score -2.409086e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 172896 members 
Entering Unmasked Estep 
Score: -24090858.000000 Penalty: 5987.708496
	Iteration 39Q: 3 clusters Score -2.409086e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 172951 members 
Entering Unmasked Estep 
Score: -24090860.000000 Penalty: 5987.708496
	Iteration 40F: 3 clusters Score -2.409086e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 173004 members 
Entering Unmasked Estep 
Score: -24090874.000000 Penalty: 5987.708496
	Iteration 41Q: 3 clusters Score -2.409087e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 173048 members 
Entering Unmasked Estep 
Score: -24090910.000000 Penalty: 5987.708496
	Iteration 42Q: 3 clusters Score -2.409091e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 173096 members 
Entering Unmasked Estep 
Score: -24090948.000000 Penalty: 5987.708496
	Iteration 43Q: 3 clusters Score -2.409095e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 173136 members 
Entering Unmasked Estep 
Score: -24090910.000000 Penalty: 5987.708496
	Iteration 44Q: 3 clusters Score -2.409091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 173164 members 
Entering Unmasked Estep 
Score: -24090932.000000 Penalty: 5987.708496
	Iteration 45Q: 3 clusters Score -2.409093e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 173194 members 
Entering Unmasked Estep 
Score: -24090928.000000 Penalty: 5987.708496
	Iteration 46Q: 3 clusters Score -2.409093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 173212 members 
Entering Unmasked Estep 
Score: -24090936.000000 Penalty: 5987.708496
	Iteration 47Q: 3 clusters Score -2.409094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 173233 members 
Entering Unmasked Estep 
Score: -24090920.000000 Penalty: 5987.708496
	Iteration 48Q: 3 clusters Score -2.409092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 173251 members 
Entering Unmasked Estep 
Score: -24090920.000000 Penalty: 5987.708496
	Iteration 49Q: 3 clusters Score -2.409092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 173273 members 
Entering Unmasked Estep 
Score: -24090936.000000 Penalty: 5987.708496
	Iteration 50Q: 3 clusters Score -2.409094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 173291 members 
Entering Unmasked Estep 
Score: -24090940.000000 Penalty: 5987.708496
	Iteration 51Q: 3 clusters Score -2.409094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 173307 members 
Entering Unmasked Estep 
Score: -24090936.000000 Penalty: 5987.708496
	Iteration 52Q: 3 clusters Score -2.409094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 173321 members 
Entering Unmasked Estep 
Score: -24090942.000000 Penalty: 5987.708496
	Iteration 53Q: 3 clusters Score -2.409094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 173334 members 
Entering Unmasked Estep 
Score: -24090940.000000 Penalty: 5987.708496
	Iteration 54Q: 3 clusters Score -2.409094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 173339 members 
Entering Unmasked Estep 
Score: -24090950.000000 Penalty: 5987.708496
	Iteration 55Q: 3 clusters Score -2.409095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 173341 members 
Entering Unmasked Estep 
Score: -24090956.000000 Penalty: 5987.708496
	Iteration 56Q: 3 clusters Score -2.409096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -24090940.000000 Penalty: 5987.708496
	Iteration 57Q: 3 clusters Score -2.409094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 173351 members 
Entering Unmasked Estep 
Score: -24090932.000000 Penalty: 5987.708496
	Iteration 58Q: 3 clusters Score -2.409093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 173356 members 
Entering Unmasked Estep 
Score: -24090926.000000 Penalty: 5987.708496
	Iteration 59Q: 3 clusters Score -2.409093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 173361 members 
Entering Unmasked Estep 
Score: -24090940.000000 Penalty: 5987.708496
	Iteration 60F: 3 clusters Score -2.409094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 173366 members 
Entering Unmasked Estep 
Score: -24090920.000000 Penalty: 5987.708496
	Iteration 61Q: 3 clusters Score -2.409092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 173369 members 
Entering Unmasked Estep 
Score: -24090938.000000 Penalty: 5987.708496
	Iteration 62Q: 3 clusters Score -2.409094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 173372 members 
Entering Unmasked Estep 
Score: -24090940.000000 Penalty: 5987.708496
	Iteration 63Q: 3 clusters Score -2.409094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 173373 members 
Entering Unmasked Estep 
Score: -24090940.000000 Penalty: 5987.708496
	Iteration 64Q: 3 clusters Score -2.409094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 173374 members 
Entering Unmasked Estep 
Score: -24090934.000000 Penalty: 5987.708496
	Iteration 65Q: 3 clusters Score -2.409093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 173377 members 
Entering Unmasked Estep 
Score: -24090942.000000 Penalty: 5987.708496
	Iteration 66Q: 3 clusters Score -2.409094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 173380 members 
Entering Unmasked Estep 
Score: -24090926.000000 Penalty: 5987.708496
	Iteration 67Q: 3 clusters Score -2.409093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 173382 members 
Entering Unmasked Estep 
Score: -24090930.000000 Penalty: 5987.708496
	Iteration 68Q: 3 clusters Score -2.409093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 173384 members 
Entering Unmasked Estep 
Score: -24090926.000000 Penalty: 5987.708496
	Iteration 69Q: 3 clusters Score -2.409093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 173386 members 
Entering Unmasked Estep 
Score: -24090944.000000 Penalty: 5987.708496
	Iteration 70Q: 3 clusters Score -2.409094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 173387 members 
Entering Unmasked Estep 
Score: -24090934.000000 Penalty: 5987.708496
	Iteration 71Q: 3 clusters Score -2.409093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 173387 members 
Entering Unmasked Estep 
Score: -24090934.000000 Penalty: 5987.708496
	Iteration 72F: 3 clusters Score -2.409093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -58975.500000 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -58975.5 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 265 members 
Entering Unmasked Estep 
Score: -57440.335938 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -57440.34 nChanged 88
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: -57705.640625 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -57705.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57857.750000 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -57857.75 nChanged 18
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: -57924.585938 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -57924.59 nChanged 16
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: -57982.097656 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -57982.1 nChanged 11
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: -58054.238281 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -58054.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58107.882812 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -58107.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58141.160156 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -58141.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58173.726562 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -58173.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58259.687500 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -58259.69 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: -58345.421875 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -58345.42 nChanged 11
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: -58428.210938 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -58428.21 nChanged 11
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: -58514.738281 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -58514.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58579.652344 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -58579.65 nChanged 6
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: -58638.769531 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -58638.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58680.195312 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -58680.2 nChanged 9
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: -58764.824219 Penalty: 3088.362305
	Iteration 16Q: 3 clusters Score -58764.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58853.226562 Penalty: 3088.362305
	Iteration 17Q: 3 clusters Score -58853.23 nChanged 7
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: -58991.058594 Penalty: 3088.362305
	Iteration 18Q: 3 clusters Score -58991.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59044.230469 Penalty: 3088.362305
	Iteration 19Q: 3 clusters Score -59044.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59044.230469 Penalty: 3088.362305
	Iteration 20F: 3 clusters Score -59044.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247792 members 
Mstep: Class 2 contains 54054 members 
Mstep: Class 3 contains 40526 members 
Mstep: Class 4 contains 8136 members 
Mstep: Class 5 contains 9732 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170167 members 
Mstep: Class 10 contains 43702 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174904 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 228 members 
Mstep: Class 21 contains 93989 members 
Mstep: Class 22 contains 138276 members 
Mstep: Class 23 contains 20383 members 
Entering Unmasked Estep 
Score: -137436336.000000 Penalty: 75454.375000
Splitting cluster 18 changes total score from -137438032.000000 to -137436336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (93989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Entering Unmasked Estep 
Score: -13071684.000000 Penalty: 2839.831543
	Iteration 0F: 2 clusters Score -1.307168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -13008615.000000 Penalty: 5679.663086
	Iteration 0F: 3 clusters Score -1.300862e+07 nChanged 44478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -13033654.000000 Penalty: 5679.663086
	Iteration 1F: 3 clusters Score -1.303365e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -13034201.000000 Penalty: 5679.663086
	Iteration 2Q: 3 clusters Score -1.30342e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -13034713.000000 Penalty: 5679.663086
	Iteration 3Q: 3 clusters Score -1.303471e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -13035236.000000 Penalty: 5679.663086
	Iteration 4Q: 3 clusters Score -1.303524e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -13035953.000000 Penalty: 5679.663086
	Iteration 5Q: 3 clusters Score -1.303595e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -13036711.000000 Penalty: 5679.663086
	Iteration 6Q: 3 clusters Score -1.303671e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -13038086.000000 Penalty: 5679.663086
	Iteration 7Q: 3 clusters Score -1.303809e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 58484 members 
Entering Unmasked Estep 
Score: -13040359.000000 Penalty: 5679.663086
	Iteration 8Q: 3 clusters Score -1.304036e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -13043659.000000 Penalty: 5679.663086
	Iteration 9F: 3 clusters Score -1.304366e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -13048728.000000 Penalty: 5679.663086
	Iteration 10F: 3 clusters Score -1.304873e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -13054399.000000 Penalty: 5679.663086
	Iteration 11F: 3 clusters Score -1.30544e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -13059479.000000 Penalty: 5679.663086
	Iteration 12F: 3 clusters Score -1.305948e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -13063078.000000 Penalty: 5679.663086
	Iteration 13Q: 3 clusters Score -1.306308e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -13065154.000000 Penalty: 5679.663086
	Iteration 14Q: 3 clusters Score -1.306515e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -13066446.000000 Penalty: 5679.663086
	Iteration 15Q: 3 clusters Score -1.306645e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 88607 members 
Entering Unmasked Estep 
Score: -13067308.000000 Penalty: 5679.663086
	Iteration 16Q: 3 clusters Score -1.306731e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 89350 members 
Entering Unmasked Estep 
Score: -13067938.000000 Penalty: 5679.663086
	Iteration 17Q: 3 clusters Score -1.306794e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -13068379.000000 Penalty: 5679.663086
	Iteration 18Q: 3 clusters Score -1.306838e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -13068752.000000 Penalty: 5679.663086
	Iteration 19Q: 3 clusters Score -1.306875e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -13069051.000000 Penalty: 5679.663086
	Iteration 20F: 3 clusters Score -1.306905e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 91134 members 
Entering Unmasked Estep 
Score: -13069236.000000 Penalty: 5679.663086
	Iteration 21Q: 3 clusters Score -1.306924e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 91394 members 
Entering Unmasked Estep 
Score: -13069409.000000 Penalty: 5679.663086
	Iteration 22Q: 3 clusters Score -1.306941e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -13069550.000000 Penalty: 5679.663086
	Iteration 23Q: 3 clusters Score -1.306955e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -13069613.000000 Penalty: 5679.663086
	Iteration 24Q: 3 clusters Score -1.306961e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 91908 members 
Entering Unmasked Estep 
Score: -13069710.000000 Penalty: 5679.663086
	Iteration 25Q: 3 clusters Score -1.306971e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 92004 members 
Entering Unmasked Estep 
Score: -13069801.000000 Penalty: 5679.663086
	Iteration 26Q: 3 clusters Score -1.30698e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 92090 members 
Entering Unmasked Estep 
Score: -13069858.000000 Penalty: 5679.663086
	Iteration 27Q: 3 clusters Score -1.306986e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 92160 members 
Entering Unmasked Estep 
Score: -13069900.000000 Penalty: 5679.663086
	Iteration 28Q: 3 clusters Score -1.30699e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 92222 members 
Entering Unmasked Estep 
Score: -13069934.000000 Penalty: 5679.663086
	Iteration 29Q: 3 clusters Score -1.306993e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 92268 members 
Entering Unmasked Estep 
Score: -13069954.000000 Penalty: 5679.663086
	Iteration 30Q: 3 clusters Score -1.306995e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -13069963.000000 Penalty: 5679.663086
	Iteration 31Q: 3 clusters Score -1.306996e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -13069999.000000 Penalty: 5679.663086
	Iteration 32Q: 3 clusters Score -1.307e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 92351 members 
Entering Unmasked Estep 
Score: -13070007.000000 Penalty: 5679.663086
	Iteration 33Q: 3 clusters Score -1.307001e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -13070015.000000 Penalty: 5679.663086
	Iteration 34Q: 3 clusters Score -1.307002e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -13070022.000000 Penalty: 5679.663086
	Iteration 35Q: 3 clusters Score -1.307002e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -13070030.000000 Penalty: 5679.663086
	Iteration 36Q: 3 clusters Score -1.307003e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -13070047.000000 Penalty: 5679.663086
	Iteration 37Q: 3 clusters Score -1.307005e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 92503 members 
Entering Unmasked Estep 
Score: -13070047.000000 Penalty: 5679.663086
	Iteration 38Q: 3 clusters Score -1.307005e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -13070056.000000 Penalty: 5679.663086
	Iteration 39Q: 3 clusters Score -1.307006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 92532 members 
Entering Unmasked Estep 
Score: -13070076.000000 Penalty: 5679.663086
	Iteration 40F: 3 clusters Score -1.307008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -13070069.000000 Penalty: 5679.663086
	Iteration 41Q: 3 clusters Score -1.307007e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 92547 members 
Entering Unmasked Estep 
Score: -13070085.000000 Penalty: 5679.663086
	Iteration 42Q: 3 clusters Score -1.307008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -13070092.000000 Penalty: 5679.663086
	Iteration 43Q: 3 clusters Score -1.307009e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -13070099.000000 Penalty: 5679.663086
	Iteration 44Q: 3 clusters Score -1.30701e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -13070112.000000 Penalty: 5679.663086
	Iteration 45Q: 3 clusters Score -1.307011e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -13070124.000000 Penalty: 5679.663086
	Iteration 46Q: 3 clusters Score -1.307012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 92563 members 
Entering Unmasked Estep 
Score: -13070117.000000 Penalty: 5679.663086
	Iteration 47Q: 3 clusters Score -1.307012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 92568 members 
Entering Unmasked Estep 
Score: -13070130.000000 Penalty: 5679.663086
	Iteration 48Q: 3 clusters Score -1.307013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -13070132.000000 Penalty: 5679.663086
	Iteration 49Q: 3 clusters Score -1.307013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
Score: -13070146.000000 Penalty: 5679.663086
	Iteration 50Q: 3 clusters Score -1.307015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 92579 members 
Entering Unmasked Estep 
Score: -13070151.000000 Penalty: 5679.663086
	Iteration 51Q: 3 clusters Score -1.307015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 92581 members 
Entering Unmasked Estep 
Score: -13070149.000000 Penalty: 5679.663086
	Iteration 52Q: 3 clusters Score -1.307015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -13070140.000000 Penalty: 5679.663086
	Iteration 53Q: 3 clusters Score -1.307014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -13070143.000000 Penalty: 5679.663086
	Iteration 54Q: 3 clusters Score -1.307014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -13070148.000000 Penalty: 5679.663086
	Iteration 55Q: 3 clusters Score -1.307015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 92594 members 
Entering Unmasked Estep 
Score: -13070142.000000 Penalty: 5679.663086
	Iteration 56Q: 3 clusters Score -1.307014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -13070140.000000 Penalty: 5679.663086
	Iteration 57Q: 3 clusters Score -1.307014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -13070140.000000 Penalty: 5679.663086
	Iteration 58F: 3 clusters Score -1.307014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (138276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138276 members 
Entering Unmasked Estep 
Score: -19078444.000000 Penalty: 2935.577637
	Iteration 0F: 2 clusters Score -1.907844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -18985896.000000 Penalty: 5871.155273
	Iteration 0F: 3 clusters Score -1.89859e+07 nChanged 65877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -19023400.000000 Penalty: 5871.155273
	Iteration 1F: 3 clusters Score -1.90234e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 70911 members 
Entering Unmasked Estep 
Score: -19023894.000000 Penalty: 5871.155273
	Iteration 2Q: 3 clusters Score -1.902389e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -19024366.000000 Penalty: 5871.155273
	Iteration 3Q: 3 clusters Score -1.902437e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -19025010.000000 Penalty: 5871.155273
	Iteration 4Q: 3 clusters Score -1.902501e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -19025874.000000 Penalty: 5871.155273
	Iteration 5Q: 3 clusters Score -1.902587e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 79011 members 
Entering Unmasked Estep 
Score: -19027244.000000 Penalty: 5871.155273
	Iteration 6Q: 3 clusters Score -1.902724e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -19029740.000000 Penalty: 5871.155273
	Iteration 7Q: 3 clusters Score -1.902974e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -19034004.000000 Penalty: 5871.155273
	Iteration 8F: 3 clusters Score -1.9034e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 100539 members 
Entering Unmasked Estep 
Score: -19041076.000000 Penalty: 5871.155273
	Iteration 9F: 3 clusters Score -1.904108e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 111563 members 
Entering Unmasked Estep 
Score: -19050814.000000 Penalty: 5871.155273
	Iteration 10F: 3 clusters Score -1.905081e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 121862 members 
Entering Unmasked Estep 
Score: -19060590.000000 Penalty: 5871.155273
	Iteration 11F: 3 clusters Score -1.906059e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 129302 members 
Entering Unmasked Estep 
Score: -19067838.000000 Penalty: 5871.155273
	Iteration 12F: 3 clusters Score -1.906784e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 133598 members 
Entering Unmasked Estep 
Score: -19072292.000000 Penalty: 5871.155273
	Iteration 13Q: 3 clusters Score -1.907229e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 135783 members 
Entering Unmasked Estep 
Score: -19074220.000000 Penalty: 5871.155273
	Iteration 14Q: 3 clusters Score -1.907422e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 136815 members 
Entering Unmasked Estep 
Score: -19075104.000000 Penalty: 5871.155273
	Iteration 15Q: 3 clusters Score -1.90751e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 137290 members 
Entering Unmasked Estep 
Score: -19075472.000000 Penalty: 5871.155273
	Iteration 16Q: 3 clusters Score -1.907547e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 137507 members 
Entering Unmasked Estep 
Score: -19075684.000000 Penalty: 5871.155273
	Iteration 17Q: 3 clusters Score -1.907568e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 137608 members 
Entering Unmasked Estep 
Score: -19075770.000000 Penalty: 5871.155273
	Iteration 18Q: 3 clusters Score -1.907577e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 137657 members 
Entering Unmasked Estep 
Score: -19075840.000000 Penalty: 5871.155273
	Iteration 19Q: 3 clusters Score -1.907584e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 137688 members 
Entering Unmasked Estep 
Score: -19075878.000000 Penalty: 5871.155273
	Iteration 20F: 3 clusters Score -1.907588e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 137713 members 
Entering Unmasked Estep 
Score: -19075918.000000 Penalty: 5871.155273
	Iteration 21Q: 3 clusters Score -1.907592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 137731 members 
Entering Unmasked Estep 
Score: -19075930.000000 Penalty: 5871.155273
	Iteration 22Q: 3 clusters Score -1.907593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -19075956.000000 Penalty: 5871.155273
	Iteration 23Q: 3 clusters Score -1.907596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 137747 members 
Entering Unmasked Estep 
Score: -19075956.000000 Penalty: 5871.155273
	Iteration 24Q: 3 clusters Score -1.907596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 137748 members 
Entering Unmasked Estep 
Score: -19075966.000000 Penalty: 5871.155273
	Iteration 25Q: 3 clusters Score -1.907597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 137747 members 
Entering Unmasked Estep 
Score: -19075972.000000 Penalty: 5871.155273
	Iteration 26Q: 3 clusters Score -1.907597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -19075970.000000 Penalty: 5871.155273
	Iteration 27Q: 3 clusters Score -1.907597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 137747 members 
Entering Unmasked Estep 
Score: -19075968.000000 Penalty: 5871.155273
	Iteration 28Q: 3 clusters Score -1.907597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 137748 members 
Entering Unmasked Estep 
Score: -19075960.000000 Penalty: 5871.155273
	Iteration 29Q: 3 clusters Score -1.907596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 137747 members 
Entering Unmasked Estep 
Score: -19075964.000000 Penalty: 5871.155273
	Iteration 30Q: 3 clusters Score -1.907596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 137745 members 
Entering Unmasked Estep 
Score: -19075976.000000 Penalty: 5871.155273
	Iteration 31Q: 3 clusters Score -1.907598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 137745 members 
Entering Unmasked Estep 
Score: -19075976.000000 Penalty: 5871.155273
	Iteration 32F: 3 clusters Score -1.907598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Entering Unmasked Estep 
Score: -2765472.000000 Penalty: 2460.769287
	Iteration 0F: 2 clusters Score -2765472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2751147.750000 Penalty: 4921.538574
	Iteration 0F: 3 clusters Score -2751148 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2755875.750000 Penalty: 4921.538574
	Iteration 1F: 3 clusters Score -2755876 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2756265.250000 Penalty: 4921.538574
	Iteration 2F: 3 clusters Score -2756265 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2756610.000000 Penalty: 4921.538574
	Iteration 3Q: 3 clusters Score -2756610 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2756993.250000 Penalty: 4921.538574
	Iteration 4Q: 3 clusters Score -2756993 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2757456.750000 Penalty: 4921.538574
	Iteration 5Q: 3 clusters Score -2757457 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2758039.000000 Penalty: 4921.538574
	Iteration 6Q: 3 clusters Score -2758039 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2758867.750000 Penalty: 4921.538574
	Iteration 7F: 3 clusters Score -2758868 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2759837.750000 Penalty: 4921.538574
	Iteration 8F: 3 clusters Score -2759838 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2760829.500000 Penalty: 4921.538574
	Iteration 9F: 3 clusters Score -2760830 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2761739.000000 Penalty: 4921.538574
	Iteration 10F: 3 clusters Score -2761739 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2762336.000000 Penalty: 4921.538574
	Iteration 11Q: 3 clusters Score -2762336 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2762737.000000 Penalty: 4921.538574
	Iteration 12Q: 3 clusters Score -2762737 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2762949.750000 Penalty: 4921.538574
	Iteration 13Q: 3 clusters Score -2762950 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2763102.000000 Penalty: 4921.538574
	Iteration 14Q: 3 clusters Score -2763102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2763153.250000 Penalty: 4921.538574
	Iteration 15Q: 3 clusters Score -2763153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2763201.000000 Penalty: 4921.538574
	Iteration 16Q: 3 clusters Score -2763201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2763245.750000 Penalty: 4921.538574
	Iteration 17Q: 3 clusters Score -2763246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2763266.500000 Penalty: 4921.538574
	Iteration 18Q: 3 clusters Score -2763266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2763284.000000 Penalty: 4921.538574
	Iteration 19Q: 3 clusters Score -2763284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2763291.000000 Penalty: 4921.538574
	Iteration 20F: 3 clusters Score -2763291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2763300.750000 Penalty: 4921.538574
	Iteration 21Q: 3 clusters Score -2763301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2763316.250000 Penalty: 4921.538574
	Iteration 22Q: 3 clusters Score -2763316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2763323.000000 Penalty: 4921.538574
	Iteration 23Q: 3 clusters Score -2763323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2763330.000000 Penalty: 4921.538574
	Iteration 24Q: 3 clusters Score -2763330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2763334.500000 Penalty: 4921.538574
	Iteration 25Q: 3 clusters Score -2763334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2763338.750000 Penalty: 4921.538574
	Iteration 26Q: 3 clusters Score -2763339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2763340.000000 Penalty: 4921.538574
	Iteration 27Q: 3 clusters Score -2763340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2763342.250000 Penalty: 4921.538574
	Iteration 28Q: 3 clusters Score -2763342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2763342.250000 Penalty: 4921.538574
	Iteration 29F: 3 clusters Score -2763342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247792 members 
Mstep: Class 2 contains 54054 members 
Mstep: Class 3 contains 40526 members 
Mstep: Class 4 contains 8136 members 
Mstep: Class 5 contains 9732 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170167 members 
Mstep: Class 10 contains 43702 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174904 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93989 members 
Mstep: Class 22 contains 138276 members 
Mstep: Class 23 contains 20383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438016.000000 Penalty: 72024.632812
Iteration 159Q: 22 clusters Score -1.37438e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247763 members 
Mstep: Class 2 contains 54069 members 
Mstep: Class 3 contains 40548 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 9727 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170163 members 
Mstep: Class 10 contains 43714 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174913 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93993 members 
Mstep: Class 22 contains 138249 members 
Mstep: Class 23 contains 20383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438144.000000 Penalty: 72024.632812
Iteration 160F: 22 clusters Score -1.374381e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247725 members 
Mstep: Class 2 contains 54080 members 
Mstep: Class 3 contains 40574 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 9725 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170162 members 
Mstep: Class 10 contains 43720 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174924 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 93997 members 
Mstep: Class 22 contains 138228 members 
Mstep: Class 23 contains 20384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438256.000000 Penalty: 72024.632812
Iteration 161Q: 22 clusters Score -1.374383e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247699 members 
Mstep: Class 2 contains 54094 members 
Mstep: Class 3 contains 40593 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 9720 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170150 members 
Mstep: Class 10 contains 43724 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3054 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 174942 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94005 members 
Mstep: Class 22 contains 138204 members 
Mstep: Class 23 contains 20386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438192.000000 Penalty: 72024.632812
Iteration 162Q: 22 clusters Score -1.374382e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247655 members 
Mstep: Class 2 contains 54105 members 
Mstep: Class 3 contains 40610 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 9716 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170142 members 
Mstep: Class 10 contains 43729 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3057 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 174958 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94012 members 
Mstep: Class 22 contains 138202 members 
Mstep: Class 23 contains 20386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438176.000000 Penalty: 72024.632812
Iteration 163Q: 22 clusters Score -1.374382e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247625 members 
Mstep: Class 2 contains 54117 members 
Mstep: Class 3 contains 40625 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 9713 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170126 members 
Mstep: Class 10 contains 43736 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3060 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 174958 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94027 members 
Mstep: Class 22 contains 138201 members 
Mstep: Class 23 contains 20385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438160.000000 Penalty: 72024.632812
Iteration 164Q: 22 clusters Score -1.374382e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247596 members 
Mstep: Class 2 contains 54128 members 
Mstep: Class 3 contains 40638 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 9713 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170123 members 
Mstep: Class 10 contains 43740 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 17 contains 174956 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94031 members 
Mstep: Class 22 contains 138199 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438032.000000 Penalty: 72024.632812
Iteration 165Q: 22 clusters Score -1.37438e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247558 members 
Mstep: Class 2 contains 54142 members 
Mstep: Class 3 contains 40648 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 9710 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170121 members 
Mstep: Class 10 contains 43744 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3063 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 174962 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94035 members 
Mstep: Class 22 contains 138204 members 
Mstep: Class 23 contains 20388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438048.000000 Penalty: 72024.632812
Iteration 166Q: 22 clusters Score -1.37438e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247514 members 
Mstep: Class 2 contains 54144 members 
Mstep: Class 3 contains 40659 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 9707 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170117 members 
Mstep: Class 10 contains 43749 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 174980 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94039 members 
Mstep: Class 22 contains 138213 members 
Mstep: Class 23 contains 20388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137437968.000000 Penalty: 72024.632812
Iteration 167Q: 22 clusters Score -1.37438e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247464 members 
Mstep: Class 2 contains 54151 members 
Mstep: Class 3 contains 40665 members 
Mstep: Class 4 contains 8136 members 
Mstep: Class 5 contains 9704 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170119 members 
Mstep: Class 10 contains 43748 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 175001 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94046 members 
Mstep: Class 22 contains 138220 members 
Mstep: Class 23 contains 20391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137437952.000000 Penalty: 72024.632812
Iteration 168Q: 22 clusters Score -1.37438e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247434 members 
Mstep: Class 2 contains 54155 members 
Mstep: Class 3 contains 40678 members 
Mstep: Class 4 contains 8136 members 
Mstep: Class 5 contains 9703 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170115 members 
Mstep: Class 10 contains 43749 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175016 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94052 members 
Mstep: Class 22 contains 138215 members 
Mstep: Class 23 contains 20393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438064.000000 Penalty: 72024.632812
Iteration 169Q: 22 clusters Score -1.374381e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247399 members 
Mstep: Class 2 contains 54160 members 
Mstep: Class 3 contains 40688 members 
Mstep: Class 4 contains 8136 members 
Mstep: Class 5 contains 9702 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170104 members 
Mstep: Class 10 contains 43752 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175030 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94069 members 
Mstep: Class 22 contains 138214 members 
Mstep: Class 23 contains 20392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438064.000000 Penalty: 72024.632812
Iteration 170Q: 22 clusters Score -1.374381e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247362 members 
Mstep: Class 2 contains 54166 members 
Mstep: Class 3 contains 40696 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 9701 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170102 members 
Mstep: Class 10 contains 43757 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175044 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94079 members 
Mstep: Class 22 contains 138212 members 
Mstep: Class 23 contains 20392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438016.000000 Penalty: 72024.632812
Iteration 171Q: 22 clusters Score -1.37438e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247327 members 
Mstep: Class 2 contains 54169 members 
Mstep: Class 3 contains 40701 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 9698 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170103 members 
Mstep: Class 10 contains 43760 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175058 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94084 members 
Mstep: Class 22 contains 138219 members 
Mstep: Class 23 contains 20392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438080.000000 Penalty: 72024.632812
Iteration 172Q: 22 clusters Score -1.374381e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247287 members 
Mstep: Class 2 contains 54172 members 
Mstep: Class 3 contains 40701 members 
Mstep: Class 4 contains 8136 members 
Mstep: Class 5 contains 9697 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170108 members 
Mstep: Class 10 contains 43761 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175075 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94094 members 
Mstep: Class 22 contains 138224 members 
Mstep: Class 23 contains 20391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438096.000000 Penalty: 72024.632812
Iteration 173Q: 22 clusters Score -1.374381e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247242 members 
Mstep: Class 2 contains 54179 members 
Mstep: Class 3 contains 40705 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 5 contains 9695 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170110 members 
Mstep: Class 10 contains 43761 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175091 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94102 members 
Mstep: Class 22 contains 138233 members 
Mstep: Class 23 contains 20390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438048.000000 Penalty: 72024.632812
Iteration 174Q: 22 clusters Score -1.37438e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247210 members 
Mstep: Class 2 contains 54186 members 
Mstep: Class 3 contains 40707 members 
Mstep: Class 4 contains 8139 members 
Mstep: Class 5 contains 9691 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170105 members 
Mstep: Class 10 contains 43761 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175105 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94113 members 
Mstep: Class 22 contains 138237 members 
Mstep: Class 23 contains 20392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438000.000000 Penalty: 72024.632812
Iteration 175Q: 22 clusters Score -1.37438e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247186 members 
Mstep: Class 2 contains 54193 members 
Mstep: Class 3 contains 40713 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9685 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170103 members 
Mstep: Class 10 contains 43763 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175109 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94120 members 
Mstep: Class 22 contains 138243 members 
Mstep: Class 23 contains 20391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137437952.000000 Penalty: 72024.632812
Iteration 176Q: 22 clusters Score -1.37438e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247149 members 
Mstep: Class 2 contains 54196 members 
Mstep: Class 3 contains 40722 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9681 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170109 members 
Mstep: Class 10 contains 43762 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175112 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94129 members 
Mstep: Class 22 contains 138255 members 
Mstep: Class 23 contains 20391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438000.000000 Penalty: 72024.632812
Iteration 177Q: 22 clusters Score -1.37438e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247122 members 
Mstep: Class 2 contains 54195 members 
Mstep: Class 3 contains 40730 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9680 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170107 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175120 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94137 members 
Mstep: Class 22 contains 138261 members 
Mstep: Class 23 contains 20390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438048.000000 Penalty: 72024.632812
Iteration 178Q: 22 clusters Score -1.37438e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247079 members 
Mstep: Class 2 contains 54198 members 
Mstep: Class 3 contains 40738 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9679 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170112 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175130 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94145 members 
Mstep: Class 22 contains 138271 members 
Mstep: Class 23 contains 20390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438144.000000 Penalty: 72024.632812
Iteration 179Q: 22 clusters Score -1.374381e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247050 members 
Mstep: Class 2 contains 54202 members 
Mstep: Class 3 contains 40743 members 
Mstep: Class 4 contains 8139 members 
Mstep: Class 5 contains 9677 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170117 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175138 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94148 members 
Mstep: Class 22 contains 138278 members 
Mstep: Class 23 contains 20390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438032.000000 Penalty: 72024.632812
Iteration 180F: 22 clusters Score -1.37438e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247015 members 
Mstep: Class 2 contains 54204 members 
Mstep: Class 3 contains 40750 members 
Mstep: Class 4 contains 8139 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170125 members 
Mstep: Class 10 contains 43763 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175152 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94152 members 
Mstep: Class 22 contains 138282 members 
Mstep: Class 23 contains 20390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438080.000000 Penalty: 72024.632812
Iteration 181Q: 22 clusters Score -1.374381e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247000 members 
Mstep: Class 2 contains 54205 members 
Mstep: Class 3 contains 40756 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170130 members 
Mstep: Class 10 contains 43760 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175154 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94153 members 
Mstep: Class 22 contains 138284 members 
Mstep: Class 23 contains 20390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438192.000000 Penalty: 72024.632812
Iteration 182Q: 22 clusters Score -1.374382e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246978 members 
Mstep: Class 2 contains 54205 members 
Mstep: Class 3 contains 40759 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170138 members 
Mstep: Class 10 contains 43760 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175162 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94155 members 
Mstep: Class 22 contains 138285 members 
Mstep: Class 23 contains 20390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438096.000000 Penalty: 72024.632812
Iteration 183Q: 22 clusters Score -1.374381e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246967 members 
Mstep: Class 2 contains 54206 members 
Mstep: Class 3 contains 40762 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170141 members 
Mstep: Class 10 contains 43755 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175166 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94159 members 
Mstep: Class 22 contains 138286 members 
Mstep: Class 23 contains 20390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438080.000000 Penalty: 72024.632812
Iteration 184Q: 22 clusters Score -1.374381e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246954 members 
Mstep: Class 2 contains 54207 members 
Mstep: Class 3 contains 40764 members 
Mstep: Class 4 contains 8139 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170142 members 
Mstep: Class 10 contains 43758 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175175 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94160 members 
Mstep: Class 22 contains 138284 members 
Mstep: Class 23 contains 20389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438000.000000 Penalty: 72024.632812
Iteration 185Q: 22 clusters Score -1.37438e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246942 members 
Mstep: Class 2 contains 54209 members 
Mstep: Class 3 contains 40765 members 
Mstep: Class 4 contains 8141 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170143 members 
Mstep: Class 10 contains 43759 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175180 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94162 members 
Mstep: Class 22 contains 138283 members 
Mstep: Class 23 contains 20388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438064.000000 Penalty: 72024.632812
Iteration 186Q: 22 clusters Score -1.374381e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246931 members 
Mstep: Class 2 contains 54213 members 
Mstep: Class 3 contains 40766 members 
Mstep: Class 4 contains 8141 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170144 members 
Mstep: Class 10 contains 43761 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175189 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94161 members 
Mstep: Class 22 contains 138278 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438096.000000 Penalty: 72024.632812
Iteration 187Q: 22 clusters Score -1.374381e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246927 members 
Mstep: Class 2 contains 54214 members 
Mstep: Class 3 contains 40767 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170147 members 
Mstep: Class 10 contains 43761 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175190 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94162 members 
Mstep: Class 22 contains 138276 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438064.000000 Penalty: 72024.632812
Iteration 188Q: 22 clusters Score -1.374381e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246922 members 
Mstep: Class 2 contains 54216 members 
Mstep: Class 3 contains 40770 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170145 members 
Mstep: Class 10 contains 43762 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175191 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94162 members 
Mstep: Class 22 contains 138276 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438096.000000 Penalty: 72024.632812
Iteration 189Q: 22 clusters Score -1.374381e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246916 members 
Mstep: Class 2 contains 54217 members 
Mstep: Class 3 contains 40773 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170145 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175189 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94163 members 
Mstep: Class 22 contains 138277 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438080.000000 Penalty: 72024.632812
Iteration 190Q: 22 clusters Score -1.374381e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246912 members 
Mstep: Class 2 contains 54218 members 
Mstep: Class 3 contains 40774 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170145 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175190 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94163 members 
Mstep: Class 22 contains 138278 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438080.000000 Penalty: 72024.632812
Iteration 191Q: 22 clusters Score -1.374381e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246907 members 
Mstep: Class 2 contains 54218 members 
Mstep: Class 3 contains 40776 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170146 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175192 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94163 members 
Mstep: Class 22 contains 138278 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438096.000000 Penalty: 72024.632812
Iteration 192Q: 22 clusters Score -1.374381e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246905 members 
Mstep: Class 2 contains 54218 members 
Mstep: Class 3 contains 40777 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170146 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175193 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94163 members 
Mstep: Class 22 contains 138278 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438080.000000 Penalty: 72024.632812
Iteration 193Q: 22 clusters Score -1.374381e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246900 members 
Mstep: Class 2 contains 54218 members 
Mstep: Class 3 contains 40779 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170147 members 
Mstep: Class 10 contains 43765 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175194 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94164 members 
Mstep: Class 22 contains 138277 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438080.000000 Penalty: 72024.632812
Iteration 194Q: 22 clusters Score -1.374381e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246901 members 
Mstep: Class 2 contains 54219 members 
Mstep: Class 3 contains 40780 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170147 members 
Mstep: Class 10 contains 43765 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175194 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94164 members 
Mstep: Class 22 contains 138274 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438112.000000 Penalty: 72024.632812
Iteration 195Q: 22 clusters Score -1.374381e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246900 members 
Mstep: Class 2 contains 54220 members 
Mstep: Class 3 contains 40780 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170147 members 
Mstep: Class 10 contains 43766 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175193 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94164 members 
Mstep: Class 22 contains 138274 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438096.000000 Penalty: 72024.632812
Iteration 196Q: 22 clusters Score -1.374381e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246894 members 
Mstep: Class 2 contains 54221 members 
Mstep: Class 3 contains 40780 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170149 members 
Mstep: Class 10 contains 43767 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175196 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94164 members 
Mstep: Class 22 contains 138273 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438096.000000 Penalty: 72024.632812
Iteration 197Q: 22 clusters Score -1.374381e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246886 members 
Mstep: Class 2 contains 54223 members 
Mstep: Class 3 contains 40780 members 
Mstep: Class 4 contains 8141 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170151 members 
Mstep: Class 10 contains 43767 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175199 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94164 members 
Mstep: Class 22 contains 138273 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438160.000000 Penalty: 72024.632812
Iteration 198Q: 22 clusters Score -1.374382e+08 nChanged 9
Entering ConstructFrom: 
Score: -137438160.000000 Penalty: 72024.632812
Entering ConstructFrom: 
Trying to split cluster 1 (246880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246880 members 
Entering Unmasked Estep 
Score: -33940844.000000 Penalty: 3079.331055
	Iteration 0F: 2 clusters Score -3.394084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123512 members 
Mstep: Class 2 contains 123368 members 
Entering Unmasked Estep 
Score: -33792916.000000 Penalty: 6158.662109
	Iteration 0F: 3 clusters Score -3.379292e+07 nChanged 119338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125130 members 
Mstep: Class 2 contains 121750 members 
Entering Unmasked Estep 
Score: -33864864.000000 Penalty: 6158.662109
	Iteration 1F: 3 clusters Score -3.386486e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125411 members 
Mstep: Class 2 contains 121469 members 
Entering Unmasked Estep 
Score: -33867384.000000 Penalty: 6158.662109
	Iteration 2Q: 3 clusters Score -3.386738e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125192 members 
Mstep: Class 2 contains 121688 members 
Entering Unmasked Estep 
Score: -33871456.000000 Penalty: 6158.662109
	Iteration 3Q: 3 clusters Score -3.387146e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124150 members 
Mstep: Class 2 contains 122730 members 
Entering Unmasked Estep 
Score: -33877084.000000 Penalty: 6158.662109
	Iteration 4Q: 3 clusters Score -3.387708e+07 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122082 members 
Mstep: Class 2 contains 124798 members 
Entering Unmasked Estep 
Score: -33885660.000000 Penalty: 6158.662109
	Iteration 5F: 3 clusters Score -3.388566e+07 nChanged 16877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118869 members 
Mstep: Class 2 contains 128011 members 
Entering Unmasked Estep 
Score: -33897932.000000 Penalty: 6158.662109
	Iteration 6F: 3 clusters Score -3.389793e+07 nChanged 17839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115474 members 
Mstep: Class 2 contains 131406 members 
Entering Unmasked Estep 
Score: -33911584.000000 Penalty: 6158.662109
	Iteration 7F: 3 clusters Score -3.391158e+07 nChanged 15309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112975 members 
Mstep: Class 2 contains 133905 members 
Entering Unmasked Estep 
Score: -33920276.000000 Penalty: 6158.662109
	Iteration 8F: 3 clusters Score -3.392028e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111242 members 
Mstep: Class 2 contains 135638 members 
Entering Unmasked Estep 
Score: -33923688.000000 Penalty: 6158.662109
	Iteration 9Q: 3 clusters Score -3.392369e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 137168 members 
Entering Unmasked Estep 
Score: -33925056.000000 Penalty: 6158.662109
	Iteration 10Q: 3 clusters Score -3.392506e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108131 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -33925896.000000 Penalty: 6158.662109
	Iteration 11Q: 3 clusters Score -3.39259e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 2 contains 140350 members 
Entering Unmasked Estep 
Score: -33926584.000000 Penalty: 6158.662109
	Iteration 12Q: 3 clusters Score -3.392658e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 142009 members 
Entering Unmasked Estep 
Score: -33927024.000000 Penalty: 6158.662109
	Iteration 13Q: 3 clusters Score -3.392702e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103185 members 
Mstep: Class 2 contains 143695 members 
Entering Unmasked Estep 
Score: -33927404.000000 Penalty: 6158.662109
	Iteration 14Q: 3 clusters Score -3.39274e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -33927900.000000 Penalty: 6158.662109
	Iteration 15Q: 3 clusters Score -3.39279e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99784 members 
Mstep: Class 2 contains 147096 members 
Entering Unmasked Estep 
Score: -33928604.000000 Penalty: 6158.662109
	Iteration 16Q: 3 clusters Score -3.39286e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Mstep: Class 2 contains 149029 members 
Entering Unmasked Estep 
Score: -33929376.000000 Penalty: 6158.662109
	Iteration 17Q: 3 clusters Score -3.392938e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95463 members 
Mstep: Class 2 contains 151417 members 
Entering Unmasked Estep 
Score: -33929884.000000 Penalty: 6158.662109
	Iteration 18Q: 3 clusters Score -3.392988e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92583 members 
Mstep: Class 2 contains 154297 members 
Entering Unmasked Estep 
Score: -33930468.000000 Penalty: 6158.662109
	Iteration 19Q: 3 clusters Score -3.393047e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -33930764.000000 Penalty: 6158.662109
	Iteration 20F: 3 clusters Score -3.393076e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 161698 members 
Entering Unmasked Estep 
Score: -33931248.000000 Penalty: 6158.662109
	Iteration 21Q: 3 clusters Score -3.393125e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 166356 members 
Entering Unmasked Estep 
Score: -33931748.000000 Penalty: 6158.662109
	Iteration 22Q: 3 clusters Score -3.393175e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 171645 members 
Entering Unmasked Estep 
Score: -33932068.000000 Penalty: 6158.662109
	Iteration 23Q: 3 clusters Score -3.393207e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 177504 members 
Entering Unmasked Estep 
Score: -33932400.000000 Penalty: 6158.662109
	Iteration 24Q: 3 clusters Score -3.39324e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 183961 members 
Entering Unmasked Estep 
Score: -33932256.000000 Penalty: 6158.662109
	Iteration 25Q: 3 clusters Score -3.393226e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 190835 members 
Entering Unmasked Estep 
Score: -33932888.000000 Penalty: 6158.662109
	Iteration 26Q: 3 clusters Score -3.393289e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 197843 members 
Entering Unmasked Estep 
Score: -33932940.000000 Penalty: 6158.662109
	Iteration 27Q: 3 clusters Score -3.393294e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 204447 members 
Entering Unmasked Estep 
Score: -33933228.000000 Penalty: 6158.662109
	Iteration 28Q: 3 clusters Score -3.393323e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 210620 members 
Entering Unmasked Estep 
Score: -33933220.000000 Penalty: 6158.662109
	Iteration 29Q: 3 clusters Score -3.393322e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 215981 members 
Entering Unmasked Estep 
Score: -33933456.000000 Penalty: 6158.662109
	Iteration 30Q: 3 clusters Score -3.393346e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 220541 members 
Entering Unmasked Estep 
Score: -33933700.000000 Penalty: 6158.662109
	Iteration 31Q: 3 clusters Score -3.39337e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 224119 members 
Entering Unmasked Estep 
Score: -33934048.000000 Penalty: 6158.662109
	Iteration 32Q: 3 clusters Score -3.393405e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 227019 members 
Entering Unmasked Estep 
Score: -33934196.000000 Penalty: 6158.662109
	Iteration 33Q: 3 clusters Score -3.39342e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 229279 members 
Entering Unmasked Estep 
Score: -33934444.000000 Penalty: 6158.662109
	Iteration 34Q: 3 clusters Score -3.393444e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 231076 members 
Entering Unmasked Estep 
Score: -33934868.000000 Penalty: 6158.662109
	Iteration 35Q: 3 clusters Score -3.393487e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 232501 members 
Entering Unmasked Estep 
Score: -33935408.000000 Penalty: 6158.662109
	Iteration 36Q: 3 clusters Score -3.393541e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 233625 members 
Entering Unmasked Estep 
Score: -33935748.000000 Penalty: 6158.662109
	Iteration 37Q: 3 clusters Score -3.393575e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 234474 members 
Entering Unmasked Estep 
Score: -33935944.000000 Penalty: 6158.662109
	Iteration 38Q: 3 clusters Score -3.393594e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 235090 members 
Entering Unmasked Estep 
Score: -33936068.000000 Penalty: 6158.662109
	Iteration 39Q: 3 clusters Score -3.393607e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 235519 members 
Entering Unmasked Estep 
Score: -33937612.000000 Penalty: 6158.662109
	Iteration 40F: 3 clusters Score -3.393761e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 238349 members 
Entering Unmasked Estep 
Score: -33938036.000000 Penalty: 6158.662109
	Iteration 41Q: 3 clusters Score -3.393804e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 240321 members 
Entering Unmasked Estep 
Score: -33938336.000000 Penalty: 6158.662109
	Iteration 42Q: 3 clusters Score -3.393834e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 241669 members 
Entering Unmasked Estep 
Score: -33938412.000000 Penalty: 6158.662109
	Iteration 43Q: 3 clusters Score -3.393841e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 242659 members 
Entering Unmasked Estep 
Score: -33938408.000000 Penalty: 6158.662109
	Iteration 44Q: 3 clusters Score -3.393841e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 243431 members 
Entering Unmasked Estep 
Score: -33938548.000000 Penalty: 6158.662109
	Iteration 45Q: 3 clusters Score -3.393855e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 244031 members 
Entering Unmasked Estep 
Score: -33938472.000000 Penalty: 6158.662109
	Iteration 46Q: 3 clusters Score -3.393847e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 244504 members 
Entering Unmasked Estep 
Score: -33938528.000000 Penalty: 6158.662109
	Iteration 47Q: 3 clusters Score -3.393853e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 244856 members 
Entering Unmasked Estep 
Score: -33938568.000000 Penalty: 6158.662109
	Iteration 48Q: 3 clusters Score -3.393857e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 245147 members 
Entering Unmasked Estep 
Score: -33938556.000000 Penalty: 6158.662109
	Iteration 49Q: 3 clusters Score -3.393856e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 245374 members 
Entering Unmasked Estep 
Score: -33938564.000000 Penalty: 6158.662109
	Iteration 50Q: 3 clusters Score -3.393856e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 245545 members 
Entering Unmasked Estep 
Score: -33938504.000000 Penalty: 6158.662109
	Iteration 51Q: 3 clusters Score -3.39385e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 245697 members 
Entering Unmasked Estep 
Score: -33938496.000000 Penalty: 6158.662109
	Iteration 52Q: 3 clusters Score -3.39385e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 245822 members 
Entering Unmasked Estep 
Score: -33938464.000000 Penalty: 6158.662109
	Iteration 53Q: 3 clusters Score -3.393846e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 245926 members 
Entering Unmasked Estep 
Score: -33938452.000000 Penalty: 6158.662109
	Iteration 54Q: 3 clusters Score -3.393845e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 245990 members 
Entering Unmasked Estep 
Score: -33938460.000000 Penalty: 6158.662109
	Iteration 55Q: 3 clusters Score -3.393846e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 246049 members 
Entering Unmasked Estep 
Score: -33938476.000000 Penalty: 6158.662109
	Iteration 56Q: 3 clusters Score -3.393848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 246082 members 
Entering Unmasked Estep 
Score: -33938492.000000 Penalty: 6158.662109
	Iteration 57Q: 3 clusters Score -3.393849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 246115 members 
Entering Unmasked Estep 
Score: -33938500.000000 Penalty: 6158.662109
	Iteration 58Q: 3 clusters Score -3.39385e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 246148 members 
Entering Unmasked Estep 
Score: -33938500.000000 Penalty: 6158.662109
	Iteration 59Q: 3 clusters Score -3.39385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 246171 members 
Entering Unmasked Estep 
Score: -33938528.000000 Penalty: 6158.662109
	Iteration 60F: 3 clusters Score -3.393853e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 246190 members 
Entering Unmasked Estep 
Score: -33938524.000000 Penalty: 6158.662109
	Iteration 61Q: 3 clusters Score -3.393852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 246214 members 
Entering Unmasked Estep 
Score: -33938524.000000 Penalty: 6158.662109
	Iteration 62Q: 3 clusters Score -3.393852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 246226 members 
Entering Unmasked Estep 
Score: -33938536.000000 Penalty: 6158.662109
	Iteration 63Q: 3 clusters Score -3.393854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 246233 members 
Entering Unmasked Estep 
Score: -33938540.000000 Penalty: 6158.662109
	Iteration 64Q: 3 clusters Score -3.393854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 246238 members 
Entering Unmasked Estep 
Score: -33938548.000000 Penalty: 6158.662109
	Iteration 65Q: 3 clusters Score -3.393855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 246240 members 
Entering Unmasked Estep 
Score: -33938512.000000 Penalty: 6158.662109
	Iteration 66Q: 3 clusters Score -3.393851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 246247 members 
Entering Unmasked Estep 
Score: -33938520.000000 Penalty: 6158.662109
	Iteration 67Q: 3 clusters Score -3.393852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 246251 members 
Entering Unmasked Estep 
Score: -33938520.000000 Penalty: 6158.662109
	Iteration 68Q: 3 clusters Score -3.393852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 246254 members 
Entering Unmasked Estep 
Score: -33938516.000000 Penalty: 6158.662109
	Iteration 69Q: 3 clusters Score -3.393852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 246255 members 
Entering Unmasked Estep 
Score: -33938516.000000 Penalty: 6158.662109
	Iteration 70Q: 3 clusters Score -3.393852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 246257 members 
Entering Unmasked Estep 
Score: -33938516.000000 Penalty: 6158.662109
	Iteration 71Q: 3 clusters Score -3.393852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 246258 members 
Entering Unmasked Estep 
Score: -33938520.000000 Penalty: 6158.662109
	Iteration 72Q: 3 clusters Score -3.393852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 246260 members 
Entering Unmasked Estep 
Score: -33938516.000000 Penalty: 6158.662109
	Iteration 73Q: 3 clusters Score -3.393852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 246263 members 
Entering Unmasked Estep 
Score: -33938516.000000 Penalty: 6158.662109
	Iteration 74Q: 3 clusters Score -3.393852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 246265 members 
Entering Unmasked Estep 
Score: -33938520.000000 Penalty: 6158.662109
	Iteration 75Q: 3 clusters Score -3.393852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 246268 members 
Entering Unmasked Estep 
Score: -33938508.000000 Penalty: 6158.662109
	Iteration 76Q: 3 clusters Score -3.393851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 246269 members 
Entering Unmasked Estep 
Score: -33938532.000000 Penalty: 6158.662109
	Iteration 77Q: 3 clusters Score -3.393853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 246270 members 
Entering Unmasked Estep 
Score: -33938516.000000 Penalty: 6158.662109
	Iteration 78Q: 3 clusters Score -3.393852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 246273 members 
Entering Unmasked Estep 
Score: -33938520.000000 Penalty: 6158.662109
	Iteration 79Q: 3 clusters Score -3.393852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 246275 members 
Entering Unmasked Estep 
Score: -33938500.000000 Penalty: 6158.662109
	Iteration 80F: 3 clusters Score -3.39385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Entering Unmasked Estep 
Score: -7292031.500000 Penalty: 2703.427246
	Iteration 0F: 2 clusters Score -7292032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -7255569.000000 Penalty: 5406.854492
	Iteration 0F: 3 clusters Score -7255569 nChanged 24971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -7269662.500000 Penalty: 5406.854492
	Iteration 1F: 3 clusters Score -7269662 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -7270206.500000 Penalty: 5406.854492
	Iteration 2Q: 3 clusters Score -7270206 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -7270823.000000 Penalty: 5406.854492
	Iteration 3Q: 3 clusters Score -7270823 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -7271652.500000 Penalty: 5406.854492
	Iteration 4Q: 3 clusters Score -7271652 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -7272917.000000 Penalty: 5406.854492
	Iteration 5Q: 3 clusters Score -7272917 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -7274713.000000 Penalty: 5406.854492
	Iteration 6F: 3 clusters Score -7274713 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -7277403.000000 Penalty: 5406.854492
	Iteration 7F: 3 clusters Score -7277403 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -7280702.000000 Penalty: 5406.854492
	Iteration 8F: 3 clusters Score -7280702 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -7283731.500000 Penalty: 5406.854492
	Iteration 9F: 3 clusters Score -7283732 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -7285997.500000 Penalty: 5406.854492
	Iteration 10Q: 3 clusters Score -7285998 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -7287462.000000 Penalty: 5406.854492
	Iteration 11Q: 3 clusters Score -7287462 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -7288351.500000 Penalty: 5406.854492
	Iteration 12Q: 3 clusters Score -7288352 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -7288962.000000 Penalty: 5406.854492
	Iteration 13Q: 3 clusters Score -7288962 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -7289270.500000 Penalty: 5406.854492
	Iteration 14Q: 3 clusters Score -7289270 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -7289432.500000 Penalty: 5406.854492
	Iteration 15Q: 3 clusters Score -7289432 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -7289497.500000 Penalty: 5406.854492
	Iteration 16Q: 3 clusters Score -7289498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -7289540.000000 Penalty: 5406.854492
	Iteration 17Q: 3 clusters Score -7289540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -7289566.000000 Penalty: 5406.854492
	Iteration 18Q: 3 clusters Score -7289566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -7289587.000000 Penalty: 5406.854492
	Iteration 19Q: 3 clusters Score -7289587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -7289597.500000 Penalty: 5406.854492
	Iteration 20F: 3 clusters Score -7289598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -7289605.500000 Penalty: 5406.854492
	Iteration 21Q: 3 clusters Score -7289606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -7289624.000000 Penalty: 5406.854492
	Iteration 22Q: 3 clusters Score -7289624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -7289625.500000 Penalty: 5406.854492
	Iteration 23Q: 3 clusters Score -7289626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -7289646.000000 Penalty: 5406.854492
	Iteration 24Q: 3 clusters Score -7289646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -7289649.500000 Penalty: 5406.854492
	Iteration 25Q: 3 clusters Score -7289650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -7289655.500000 Penalty: 5406.854492
	Iteration 26Q: 3 clusters Score -7289656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -7289660.500000 Penalty: 5406.854492
	Iteration 27Q: 3 clusters Score -7289660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -7289663.000000 Penalty: 5406.854492
	Iteration 28Q: 3 clusters Score -7289663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -7289661.500000 Penalty: 5406.854492
	Iteration 29Q: 3 clusters Score -7289662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -7289681.500000 Penalty: 5406.854492
	Iteration 30Q: 3 clusters Score -7289682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -7289683.500000 Penalty: 5406.854492
	Iteration 31Q: 3 clusters Score -7289684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -7289679.500000 Penalty: 5406.854492
	Iteration 32Q: 3 clusters Score -7289680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -7289678.500000 Penalty: 5406.854492
	Iteration 33Q: 3 clusters Score -7289678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -7289679.500000 Penalty: 5406.854492
	Iteration 34Q: 3 clusters Score -7289680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -7289688.000000 Penalty: 5406.854492
	Iteration 35Q: 3 clusters Score -7289688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -7289691.000000 Penalty: 5406.854492
	Iteration 36Q: 3 clusters Score -7289691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -7289691.500000 Penalty: 5406.854492
	Iteration 37Q: 3 clusters Score -7289692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -7289692.000000 Penalty: 5406.854492
	Iteration 38Q: 3 clusters Score -7289692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -7289699.500000 Penalty: 5406.854492
	Iteration 39Q: 3 clusters Score -7289700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -7289698.500000 Penalty: 5406.854492
	Iteration 40F: 3 clusters Score -7289698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -7289704.500000 Penalty: 5406.854492
	Iteration 41Q: 3 clusters Score -7289704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -7289704.000000 Penalty: 5406.854492
	Iteration 42Q: 3 clusters Score -7289704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -7289713.500000 Penalty: 5406.854492
	Iteration 43Q: 3 clusters Score -7289714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -7289714.000000 Penalty: 5406.854492
	Iteration 44Q: 3 clusters Score -7289714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -7289720.000000 Penalty: 5406.854492
	Iteration 45Q: 3 clusters Score -7289720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -7289720.500000 Penalty: 5406.854492
	Iteration 46Q: 3 clusters Score -7289720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -7289721.500000 Penalty: 5406.854492
	Iteration 47Q: 3 clusters Score -7289722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -7289720.500000 Penalty: 5406.854492
	Iteration 48Q: 3 clusters Score -7289720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -7289720.500000 Penalty: 5406.854492
	Iteration 49F: 3 clusters Score -7289720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Entering Unmasked Estep 
Score: -5675441.500000 Penalty: 2632.754883
	Iteration 0F: 2 clusters Score -5675442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5647900.500000 Penalty: 5265.509766
	Iteration 0F: 3 clusters Score -5647900 nChanged 18631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -5658361.000000 Penalty: 5265.509766
	Iteration 1F: 3 clusters Score -5658361 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -5659167.000000 Penalty: 5265.509766
	Iteration 2Q: 3 clusters Score -5659167 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5660124.000000 Penalty: 5265.509766
	Iteration 3F: 3 clusters Score -5660124 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5661392.500000 Penalty: 5265.509766
	Iteration 4F: 3 clusters Score -5661392 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -5663026.000000 Penalty: 5265.509766
	Iteration 5F: 3 clusters Score -5663026 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5665156.000000 Penalty: 5265.509766
	Iteration 6F: 3 clusters Score -5665156 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -5667464.500000 Penalty: 5265.509766
	Iteration 7F: 3 clusters Score -5667464 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -5669370.500000 Penalty: 5265.509766
	Iteration 8F: 3 clusters Score -5669370 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -5670686.000000 Penalty: 5265.509766
	Iteration 9Q: 3 clusters Score -5670686 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -5671387.000000 Penalty: 5265.509766
	Iteration 10Q: 3 clusters Score -5671387 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -5671823.500000 Penalty: 5265.509766
	Iteration 11Q: 3 clusters Score -5671824 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -5672101.000000 Penalty: 5265.509766
	Iteration 12Q: 3 clusters Score -5672101 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -5672300.500000 Penalty: 5265.509766
	Iteration 13Q: 3 clusters Score -5672300 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -5672473.500000 Penalty: 5265.509766
	Iteration 14Q: 3 clusters Score -5672474 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -5672648.000000 Penalty: 5265.509766
	Iteration 15Q: 3 clusters Score -5672648 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5672806.000000 Penalty: 5265.509766
	Iteration 16Q: 3 clusters Score -5672806 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5672921.000000 Penalty: 5265.509766
	Iteration 17Q: 3 clusters Score -5672921 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5673041.000000 Penalty: 5265.509766
	Iteration 18Q: 3 clusters Score -5673041 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5673140.500000 Penalty: 5265.509766
	Iteration 19Q: 3 clusters Score -5673140 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5673240.500000 Penalty: 5265.509766
	Iteration 20F: 3 clusters Score -5673240 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5673324.500000 Penalty: 5265.509766
	Iteration 21Q: 3 clusters Score -5673324 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5673400.500000 Penalty: 5265.509766
	Iteration 22Q: 3 clusters Score -5673400 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5673477.500000 Penalty: 5265.509766
	Iteration 23Q: 3 clusters Score -5673478 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5673551.000000 Penalty: 5265.509766
	Iteration 24Q: 3 clusters Score -5673551 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5673627.500000 Penalty: 5265.509766
	Iteration 25Q: 3 clusters Score -5673628 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5673681.000000 Penalty: 5265.509766
	Iteration 26Q: 3 clusters Score -5673681 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5673712.500000 Penalty: 5265.509766
	Iteration 27Q: 3 clusters Score -5673712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5673769.000000 Penalty: 5265.509766
	Iteration 28Q: 3 clusters Score -5673769 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5673811.000000 Penalty: 5265.509766
	Iteration 29Q: 3 clusters Score -5673811 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5673840.500000 Penalty: 5265.509766
	Iteration 30Q: 3 clusters Score -5673840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5673873.000000 Penalty: 5265.509766
	Iteration 31Q: 3 clusters Score -5673873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5673900.000000 Penalty: 5265.509766
	Iteration 32Q: 3 clusters Score -5673900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5673928.000000 Penalty: 5265.509766
	Iteration 33Q: 3 clusters Score -5673928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5673943.500000 Penalty: 5265.509766
	Iteration 34Q: 3 clusters Score -5673944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5673955.500000 Penalty: 5265.509766
	Iteration 35Q: 3 clusters Score -5673956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5673967.000000 Penalty: 5265.509766
	Iteration 36Q: 3 clusters Score -5673967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5673977.500000 Penalty: 5265.509766
	Iteration 37Q: 3 clusters Score -5673978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5673991.000000 Penalty: 5265.509766
	Iteration 38Q: 3 clusters Score -5673991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5673997.000000 Penalty: 5265.509766
	Iteration 39Q: 3 clusters Score -5673997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5674005.000000 Penalty: 5265.509766
	Iteration 40F: 3 clusters Score -5674005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5674007.000000 Penalty: 5265.509766
	Iteration 41Q: 3 clusters Score -5674007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5674012.500000 Penalty: 5265.509766
	Iteration 42Q: 3 clusters Score -5674012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5674015.500000 Penalty: 5265.509766
	Iteration 43Q: 3 clusters Score -5674016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5674016.000000 Penalty: 5265.509766
	Iteration 44Q: 3 clusters Score -5674016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5674021.000000 Penalty: 5265.509766
	Iteration 45Q: 3 clusters Score -5674021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5674021.000000 Penalty: 5265.509766
	Iteration 46F: 3 clusters Score -5674021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Entering Unmasked Estep 
Score: -1089993.250000 Penalty: 2233.127197
	Iteration 0F: 2 clusters Score -1089993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1083558.125000 Penalty: 4466.254395
	Iteration 0F: 3 clusters Score -1083558 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1085339.500000 Penalty: 4466.254395
	Iteration 1F: 3 clusters Score -1085340 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1085624.375000 Penalty: 4466.254395
	Iteration 2F: 3 clusters Score -1085624 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1085800.000000 Penalty: 4466.254395
	Iteration 3F: 3 clusters Score -1085800 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1085935.500000 Penalty: 4466.254395
	Iteration 4Q: 3 clusters Score -1085936 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1086063.375000 Penalty: 4466.254395
	Iteration 5Q: 3 clusters Score -1086063 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1086184.875000 Penalty: 4466.254395
	Iteration 6Q: 3 clusters Score -1086185 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1086297.875000 Penalty: 4466.254395
	Iteration 7Q: 3 clusters Score -1086298 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1086410.500000 Penalty: 4466.254395
	Iteration 8Q: 3 clusters Score -1086410 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1086517.375000 Penalty: 4466.254395
	Iteration 9Q: 3 clusters Score -1086517 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1086639.375000 Penalty: 4466.254395
	Iteration 10Q: 3 clusters Score -1086639 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1086795.625000 Penalty: 4466.254395
	Iteration 11Q: 3 clusters Score -1086796 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1086989.250000 Penalty: 4466.254395
	Iteration 12Q: 3 clusters Score -1086989 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1087218.375000 Penalty: 4466.254395
	Iteration 13Q: 3 clusters Score -1087218 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1087452.750000 Penalty: 4466.254395
	Iteration 14Q: 3 clusters Score -1087453 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1087655.000000 Penalty: 4466.254395
	Iteration 15Q: 3 clusters Score -1087655 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1087859.375000 Penalty: 4466.254395
	Iteration 16Q: 3 clusters Score -1087859 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1088064.125000 Penalty: 4466.254395
	Iteration 17Q: 3 clusters Score -1088064 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1088225.625000 Penalty: 4466.254395
	Iteration 18Q: 3 clusters Score -1088226 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1088345.625000 Penalty: 4466.254395
	Iteration 19Q: 3 clusters Score -1088346 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1088430.000000 Penalty: 4466.254395
	Iteration 20F: 3 clusters Score -1088430 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1088476.125000 Penalty: 4466.254395
	Iteration 21Q: 3 clusters Score -1088476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1088497.875000 Penalty: 4466.254395
	Iteration 22Q: 3 clusters Score -1088498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1088514.375000 Penalty: 4466.254395
	Iteration 23Q: 3 clusters Score -1088514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1088527.750000 Penalty: 4466.254395
	Iteration 24Q: 3 clusters Score -1088528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1088538.000000 Penalty: 4466.254395
	Iteration 25Q: 3 clusters Score -1088538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1088541.875000 Penalty: 4466.254395
	Iteration 26Q: 3 clusters Score -1088542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1088547.500000 Penalty: 4466.254395
	Iteration 27Q: 3 clusters Score -1088548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1088548.750000 Penalty: 4466.254395
	Iteration 28Q: 3 clusters Score -1088549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1088553.125000 Penalty: 4466.254395
	Iteration 29Q: 3 clusters Score -1088553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1088555.375000 Penalty: 4466.254395
	Iteration 30Q: 3 clusters Score -1088555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1088558.875000 Penalty: 4466.254395
	Iteration 31Q: 3 clusters Score -1088559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1088561.125000 Penalty: 4466.254395
	Iteration 32Q: 3 clusters Score -1088561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1088565.000000 Penalty: 4466.254395
	Iteration 33Q: 3 clusters Score -1088565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1088566.375000 Penalty: 4466.254395
	Iteration 34Q: 3 clusters Score -1088566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1088567.000000 Penalty: 4466.254395
	Iteration 35Q: 3 clusters Score -1088567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1088567.125000 Penalty: 4466.254395
	Iteration 36Q: 3 clusters Score -1088567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1088565.500000 Penalty: 4466.254395
	Iteration 37Q: 3 clusters Score -1088566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1088567.375000 Penalty: 4466.254395
	Iteration 38Q: 3 clusters Score -1088567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1088567.375000 Penalty: 4466.254395
	Iteration 39F: 3 clusters Score -1088567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Entering Unmasked Estep 
Score: -1333167.125000 Penalty: 2275.970459
	Iteration 0F: 2 clusters Score -1333167 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 4911 members 
Entering Unmasked Estep 
Score: -1325767.125000 Penalty: 4551.940918
	Iteration 0F: 3 clusters Score -1325767 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1327884.750000 Penalty: 4551.940918
	Iteration 1F: 3 clusters Score -1327885 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1328177.375000 Penalty: 4551.940918
	Iteration 2F: 3 clusters Score -1328177 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1328393.250000 Penalty: 4551.940918
	Iteration 3Q: 3 clusters Score -1328393 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1328577.500000 Penalty: 4551.940918
	Iteration 4Q: 3 clusters Score -1328578 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1328750.125000 Penalty: 4551.940918
	Iteration 5Q: 3 clusters Score -1328750 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1328910.375000 Penalty: 4551.940918
	Iteration 6Q: 3 clusters Score -1328910 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1329113.000000 Penalty: 4551.940918
	Iteration 7Q: 3 clusters Score -1329113 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1329336.625000 Penalty: 4551.940918
	Iteration 8Q: 3 clusters Score -1329337 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1329583.500000 Penalty: 4551.940918
	Iteration 9Q: 3 clusters Score -1329584 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1329850.750000 Penalty: 4551.940918
	Iteration 10Q: 3 clusters Score -1329851 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1330138.625000 Penalty: 4551.940918
	Iteration 11Q: 3 clusters Score -1330139 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1330423.500000 Penalty: 4551.940918
	Iteration 12Q: 3 clusters Score -1330424 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1330665.250000 Penalty: 4551.940918
	Iteration 13Q: 3 clusters Score -1330665 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1330829.500000 Penalty: 4551.940918
	Iteration 14Q: 3 clusters Score -1330830 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1330929.375000 Penalty: 4551.940918
	Iteration 15Q: 3 clusters Score -1330929 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1331002.750000 Penalty: 4551.940918
	Iteration 16Q: 3 clusters Score -1331003 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1331040.125000 Penalty: 4551.940918
	Iteration 17Q: 3 clusters Score -1331040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1331071.500000 Penalty: 4551.940918
	Iteration 18Q: 3 clusters Score -1331072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1331098.875000 Penalty: 4551.940918
	Iteration 19Q: 3 clusters Score -1331099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1331115.750000 Penalty: 4551.940918
	Iteration 20F: 3 clusters Score -1331116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1331125.375000 Penalty: 4551.940918
	Iteration 21Q: 3 clusters Score -1331125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1331130.000000 Penalty: 4551.940918
	Iteration 22Q: 3 clusters Score -1331130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1331134.625000 Penalty: 4551.940918
	Iteration 23Q: 3 clusters Score -1331135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1331140.625000 Penalty: 4551.940918
	Iteration 24Q: 3 clusters Score -1331141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1331139.875000 Penalty: 4551.940918
	Iteration 25Q: 3 clusters Score -1331140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1331142.250000 Penalty: 4551.940918
	Iteration 26Q: 3 clusters Score -1331142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1331147.250000 Penalty: 4551.940918
	Iteration 27Q: 3 clusters Score -1331147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1331148.750000 Penalty: 4551.940918
	Iteration 28Q: 3 clusters Score -1331149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1331146.875000 Penalty: 4551.940918
	Iteration 29Q: 3 clusters Score -1331147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1331146.875000 Penalty: 4551.940918
	Iteration 30F: 3 clusters Score -1331147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -92901.117188 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -92901.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91253.375000 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -91253.38 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -91875.078125 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -91875.08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92477.992188 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -92477.99 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -93088.429688 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -93088.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -93278.984375 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -93278.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -93327.078125 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -93327.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -93353.156250 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -93353.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -93359.000000 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -93359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -93359.000000 Penalty: 3301.736328
	Iteration 8F: 3 clusters Score -93359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246880 members 
Mstep: Class 2 contains 54226 members 
Mstep: Class 3 contains 40780 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 207 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170153 members 
Mstep: Class 10 contains 43767 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175199 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 21 contains 94165 members 
Mstep: Class 22 contains 138273 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
Score: -137436704.000000 Penalty: 75454.375000
Splitting cluster 6 changes total score from -137438160.000000 to -137436704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -69269.000000 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -69269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67742.296875 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -67742.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68049.671875 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -68049.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68219.453125 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -68219.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68303.734375 Penalty: 3162.856689
	Iteration 3Q: 3 clusters Score -68303.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68363.765625 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -68363.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68402.953125 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -68402.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68436.085938 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -68436.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68463.398438 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -68463.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68502.429688 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -68502.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68558.578125 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -68558.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68589.484375 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -68589.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68592.828125 Penalty: 3162.856689
	Iteration 11F: 3 clusters Score -68592.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68599.226562 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -68599.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68602.820312 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -68602.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68603.789062 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -68603.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68603.789062 Penalty: 3162.856689
	Iteration 15F: 3 clusters Score -68603.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -163212.343750 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -163212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -161155.734375 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -161155.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161617.484375 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -161617.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -161753.375000 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -161753.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -161821.140625 Penalty: 3530.536133
	Iteration 3Q: 3 clusters Score -161821.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -161860.828125 Penalty: 3530.536133
	Iteration 4Q: 3 clusters Score -161860.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -161891.968750 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -161892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -161917.578125 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -161917.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -161930.328125 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -161930.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -161943.703125 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -161943.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -161951.796875 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -161951.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -161966.828125 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -161966.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161971.734375 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -161971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -161973.515625 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -161973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -161978.062500 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -161978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -161981.437500 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -161981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -161981.437500 Penalty: 3530.536133
	Iteration 15F: 3 clusters Score -161981.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (170153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170153 members 
Entering Unmasked Estep 
Score: -23488570.000000 Penalty: 2987.024414
	Iteration 0F: 2 clusters Score -2.348857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85350 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -23379510.000000 Penalty: 5974.048828
	Iteration 0F: 3 clusters Score -2.337951e+07 nChanged 81607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -23427624.000000 Penalty: 5974.048828
	Iteration 1F: 3 clusters Score -2.342762e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -23429020.000000 Penalty: 5974.048828
	Iteration 2Q: 3 clusters Score -2.342902e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 73101 members 
Entering Unmasked Estep 
Score: -23430898.000000 Penalty: 5974.048828
	Iteration 3Q: 3 clusters Score -2.34309e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103547 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -23434256.000000 Penalty: 5974.048828
	Iteration 4Q: 3 clusters Score -2.343426e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -23439874.000000 Penalty: 5974.048828
	Iteration 5F: 3 clusters Score -2.343987e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124696 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -23448514.000000 Penalty: 5974.048828
	Iteration 6F: 3 clusters Score -2.344851e+07 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138693 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -23460680.000000 Penalty: 5974.048828
	Iteration 7F: 3 clusters Score -2.346068e+07 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -23473148.000000 Penalty: 5974.048828
	Iteration 8F: 3 clusters Score -2.347315e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162791 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -23480986.000000 Penalty: 5974.048828
	Iteration 9F: 3 clusters Score -2.348099e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167596 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -23484162.000000 Penalty: 5974.048828
	Iteration 10Q: 3 clusters Score -2.348416e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169262 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -23485218.000000 Penalty: 5974.048828
	Iteration 11Q: 3 clusters Score -2.348522e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169721 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -23485614.000000 Penalty: 5974.048828
	Iteration 12Q: 3 clusters Score -2.348561e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169846 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23485792.000000 Penalty: 5974.048828
	Iteration 13Q: 3 clusters Score -2.348579e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169887 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23485840.000000 Penalty: 5974.048828
	Iteration 14Q: 3 clusters Score -2.348584e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23485864.000000 Penalty: 5974.048828
	Iteration 15Q: 3 clusters Score -2.348586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23485900.000000 Penalty: 5974.048828
	Iteration 16Q: 3 clusters Score -2.34859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169923 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23485934.000000 Penalty: 5974.048828
	Iteration 17Q: 3 clusters Score -2.348593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169926 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23485936.000000 Penalty: 5974.048828
	Iteration 18Q: 3 clusters Score -2.348594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169927 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23485946.000000 Penalty: 5974.048828
	Iteration 19Q: 3 clusters Score -2.348595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169927 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23485954.000000 Penalty: 5974.048828
	Iteration 20F: 3 clusters Score -2.348595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Entering Unmasked Estep 
Score: -6095543.000000 Penalty: 2650.285400
	Iteration 0F: 2 clusters Score -6095543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -6065927.500000 Penalty: 5300.570801
	Iteration 0F: 3 clusters Score -6065928 nChanged 19994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -6077006.500000 Penalty: 5300.570801
	Iteration 1F: 3 clusters Score -6077006 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -6077688.500000 Penalty: 5300.570801
	Iteration 2Q: 3 clusters Score -6077688 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -6078396.500000 Penalty: 5300.570801
	Iteration 3Q: 3 clusters Score -6078396 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -6079308.000000 Penalty: 5300.570801
	Iteration 4Q: 3 clusters Score -6079308 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -6080546.500000 Penalty: 5300.570801
	Iteration 5F: 3 clusters Score -6080546 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -6082335.500000 Penalty: 5300.570801
	Iteration 6F: 3 clusters Score -6082336 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -6084678.500000 Penalty: 5300.570801
	Iteration 7F: 3 clusters Score -6084678 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -6087295.500000 Penalty: 5300.570801
	Iteration 8F: 3 clusters Score -6087296 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -6089556.000000 Penalty: 5300.570801
	Iteration 9F: 3 clusters Score -6089556 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -6091096.500000 Penalty: 5300.570801
	Iteration 10Q: 3 clusters Score -6091096 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -6091878.500000 Penalty: 5300.570801
	Iteration 11Q: 3 clusters Score -6091878 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -6092222.000000 Penalty: 5300.570801
	Iteration 12Q: 3 clusters Score -6092222 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -6092450.500000 Penalty: 5300.570801
	Iteration 13Q: 3 clusters Score -6092450 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -6092559.000000 Penalty: 5300.570801
	Iteration 14Q: 3 clusters Score -6092559 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -6092661.500000 Penalty: 5300.570801
	Iteration 15Q: 3 clusters Score -6092662 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -6092742.500000 Penalty: 5300.570801
	Iteration 16Q: 3 clusters Score -6092742 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -6092800.500000 Penalty: 5300.570801
	Iteration 17Q: 3 clusters Score -6092800 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -6092870.000000 Penalty: 5300.570801
	Iteration 18Q: 3 clusters Score -6092870 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -6092933.500000 Penalty: 5300.570801
	Iteration 19Q: 3 clusters Score -6092934 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -6092977.000000 Penalty: 5300.570801
	Iteration 20F: 3 clusters Score -6092977 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -6093042.000000 Penalty: 5300.570801
	Iteration 21Q: 3 clusters Score -6093042 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -6093086.500000 Penalty: 5300.570801
	Iteration 22Q: 3 clusters Score -6093086 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -6093098.000000 Penalty: 5300.570801
	Iteration 23Q: 3 clusters Score -6093098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -6093134.500000 Penalty: 5300.570801
	Iteration 24Q: 3 clusters Score -6093134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -6093170.500000 Penalty: 5300.570801
	Iteration 25Q: 3 clusters Score -6093170 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -6093197.000000 Penalty: 5300.570801
	Iteration 26Q: 3 clusters Score -6093197 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -6093224.500000 Penalty: 5300.570801
	Iteration 27Q: 3 clusters Score -6093224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -6093255.000000 Penalty: 5300.570801
	Iteration 28Q: 3 clusters Score -6093255 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -6093249.500000 Penalty: 5300.570801
	Iteration 29Q: 3 clusters Score -6093250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -6093282.000000 Penalty: 5300.570801
	Iteration 30Q: 3 clusters Score -6093282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -6093295.000000 Penalty: 5300.570801
	Iteration 31Q: 3 clusters Score -6093295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -6093293.500000 Penalty: 5300.570801
	Iteration 32Q: 3 clusters Score -6093294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -6093299.000000 Penalty: 5300.570801
	Iteration 33Q: 3 clusters Score -6093299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -6093313.000000 Penalty: 5300.570801
	Iteration 34Q: 3 clusters Score -6093313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -6093316.000000 Penalty: 5300.570801
	Iteration 35Q: 3 clusters Score -6093316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -6093321.000000 Penalty: 5300.570801
	Iteration 36Q: 3 clusters Score -6093321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -6093324.000000 Penalty: 5300.570801
	Iteration 37Q: 3 clusters Score -6093324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -6093338.000000 Penalty: 5300.570801
	Iteration 38Q: 3 clusters Score -6093338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -6093339.000000 Penalty: 5300.570801
	Iteration 39Q: 3 clusters Score -6093339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -6093352.500000 Penalty: 5300.570801
	Iteration 40F: 3 clusters Score -6093352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -6093358.000000 Penalty: 5300.570801
	Iteration 41Q: 3 clusters Score -6093358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -6093357.500000 Penalty: 5300.570801
	Iteration 42Q: 3 clusters Score -6093358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -6093358.500000 Penalty: 5300.570801
	Iteration 43Q: 3 clusters Score -6093358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -6093359.000000 Penalty: 5300.570801
	Iteration 44Q: 3 clusters Score -6093359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -6093374.500000 Penalty: 5300.570801
	Iteration 45Q: 3 clusters Score -6093374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -6093371.500000 Penalty: 5300.570801
	Iteration 46Q: 3 clusters Score -6093372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -6093377.000000 Penalty: 5300.570801
	Iteration 47Q: 3 clusters Score -6093377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -6093381.500000 Penalty: 5300.570801
	Iteration 48Q: 3 clusters Score -6093382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -6093384.500000 Penalty: 5300.570801
	Iteration 49Q: 3 clusters Score -6093384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -6093393.000000 Penalty: 5300.570801
	Iteration 50Q: 3 clusters Score -6093393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -6093403.500000 Penalty: 5300.570801
	Iteration 51Q: 3 clusters Score -6093404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -6093398.000000 Penalty: 5300.570801
	Iteration 52Q: 3 clusters Score -6093398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -6093405.000000 Penalty: 5300.570801
	Iteration 53Q: 3 clusters Score -6093405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -6093404.000000 Penalty: 5300.570801
	Iteration 54Q: 3 clusters Score -6093404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -6093398.500000 Penalty: 5300.570801
	Iteration 55Q: 3 clusters Score -6093398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -6093398.000000 Penalty: 5300.570801
	Iteration 56Q: 3 clusters Score -6093398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -6093394.500000 Penalty: 5300.570801
	Iteration 57Q: 3 clusters Score -6093394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -6093397.000000 Penalty: 5300.570801
	Iteration 58Q: 3 clusters Score -6093397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -6093403.000000 Penalty: 5300.570801
	Iteration 59Q: 3 clusters Score -6093403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -6093399.000000 Penalty: 5300.570801
	Iteration 60F: 3 clusters Score -6093399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -6093397.500000 Penalty: 5300.570801
	Iteration 61Q: 3 clusters Score -6093398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -6093400.000000 Penalty: 5300.570801
	Iteration 62Q: 3 clusters Score -6093400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -6093400.000000 Penalty: 5300.570801
	Iteration 63F: 3 clusters Score -6093400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -158284.156250 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -158284.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -156242.031250 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -156242 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -156575.578125 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -156575.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -156688.515625 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -156688.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -156797.296875 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -156797.3 nChanged 59
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: -156885.171875 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -156885.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -156939.453125 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -156939.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -156989.093750 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -156989.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -157027.093750 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -157027.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -157059.468750 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -157059.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -157089.484375 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -157089.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -157115.953125 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -157116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -157132.093750 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -157132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -157146.078125 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -157146.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -157154.953125 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -157155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -157159.687500 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -157159.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -157160.375000 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -157160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -157160.375000 Penalty: 3508.761963
	Iteration 16F: 3 clusters Score -157160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -93225.625000 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -93225.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91641.984375 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -91641.98 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -92315.804688 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -92315.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92693.343750 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -92693.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92959.734375 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -92959.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -93146.515625 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -93146.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93261.500000 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -93261.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -93312.843750 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -93312.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -93347.195312 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -93347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93360.921875 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -93360.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -93364.148438 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -93364.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -93369.007812 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -93369.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -93374.546875 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -93374.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -93379.093750 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -93379.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -93385.710938 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -93385.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -93396.671875 Penalty: 3313.704102
	Iteration 14Q: 3 clusters Score -93396.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -93421.648438 Penalty: 3313.704102
	Iteration 15Q: 3 clusters Score -93421.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -93448.750000 Penalty: 3313.704102
	Iteration 16Q: 3 clusters Score -93448.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -93489.515625 Penalty: 3313.704102
	Iteration 17Q: 3 clusters Score -93489.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -93510.187500 Penalty: 3313.704102
	Iteration 18Q: 3 clusters Score -93510.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -93513.421875 Penalty: 3313.704102
	Iteration 19Q: 3 clusters Score -93513.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -93513.421875 Penalty: 3313.704102
	Iteration 20F: 3 clusters Score -93513.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246880 members 
Mstep: Class 2 contains 54226 members 
Mstep: Class 3 contains 40780 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170153 members 
Mstep: Class 10 contains 43767 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 564 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175199 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 233 members 
Mstep: Class 21 contains 94165 members 
Mstep: Class 22 contains 138273 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
Score: -137436720.000000 Penalty: 75454.375000
Splitting cluster 12 changes total score from -137438160.000000 to -137436720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -138012.500000 Penalty: 1736.534668
	Iteration 0F: 2 clusters Score -138012.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136062.234375 Penalty: 3473.069336
	Iteration 0F: 3 clusters Score -136062.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -136560.031250 Penalty: 3473.069336
	Iteration 1F: 3 clusters Score -136560 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -136831.062500 Penalty: 3473.069336
	Iteration 2F: 3 clusters Score -136831.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -137164.593750 Penalty: 3473.069336
	Iteration 3F: 3 clusters Score -137164.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -137371.359375 Penalty: 3473.069336
	Iteration 4F: 3 clusters Score -137371.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -137479.031250 Penalty: 3473.069336
	Iteration 5Q: 3 clusters Score -137479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -137511.812500 Penalty: 3473.069336
	Iteration 6Q: 3 clusters Score -137511.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -137537.937500 Penalty: 3473.069336
	Iteration 7Q: 3 clusters Score -137537.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -137555.218750 Penalty: 3473.069336
	Iteration 8Q: 3 clusters Score -137555.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -137575.812500 Penalty: 3473.069336
	Iteration 9Q: 3 clusters Score -137575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -137586.265625 Penalty: 3473.069336
	Iteration 10Q: 3 clusters Score -137586.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -137591.812500 Penalty: 3473.069336
	Iteration 11Q: 3 clusters Score -137591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -137592.500000 Penalty: 3473.069336
	Iteration 12Q: 3 clusters Score -137592.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -137593.265625 Penalty: 3473.069336
	Iteration 13Q: 3 clusters Score -137593.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -137593.265625 Penalty: 3473.069336
	Iteration 14F: 3 clusters Score -137593.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -67896.507812 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -67896.51 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 278 members 
Entering Unmasked Estep 
Score: -66304.984375 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -66304.98 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66483.781250 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -66483.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66536.703125 Penalty: 3124.278809
	Iteration 2Q: 3 clusters Score -66536.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66563.101562 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -66563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66577.726562 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -66577.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66588.250000 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -66588.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66593.687500 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -66593.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66606.773438 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -66606.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66608.859375 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -66608.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66615.578125 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -66615.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66616.546875 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -66616.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66616.546875 Penalty: 3124.278809
	Iteration 11F: 3 clusters Score -66616.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -404089.843750 Penalty: 1991.218506
	Iteration 0F: 2 clusters Score -404089.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -400751.968750 Penalty: 3982.437012
	Iteration 0F: 3 clusters Score -400752 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -401409.687500 Penalty: 3982.437012
	Iteration 1F: 3 clusters Score -401409.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -401597.843750 Penalty: 3982.437012
	Iteration 2F: 3 clusters Score -401597.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -401722.187500 Penalty: 3982.437012
	Iteration 3F: 3 clusters Score -401722.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -401810.593750 Penalty: 3982.437012
	Iteration 4Q: 3 clusters Score -401810.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -401885.812500 Penalty: 3982.437012
	Iteration 5Q: 3 clusters Score -401885.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -401947.281250 Penalty: 3982.437012
	Iteration 6Q: 3 clusters Score -401947.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -402006.875000 Penalty: 3982.437012
	Iteration 7Q: 3 clusters Score -402006.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -402058.531250 Penalty: 3982.437012
	Iteration 8Q: 3 clusters Score -402058.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -402091.000000 Penalty: 3982.437012
	Iteration 9Q: 3 clusters Score -402091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -402118.562500 Penalty: 3982.437012
	Iteration 10Q: 3 clusters Score -402118.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -402141.093750 Penalty: 3982.437012
	Iteration 11Q: 3 clusters Score -402141.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -402161.937500 Penalty: 3982.437012
	Iteration 12Q: 3 clusters Score -402161.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -402180.562500 Penalty: 3982.437012
	Iteration 13Q: 3 clusters Score -402180.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -402200.625000 Penalty: 3982.437012
	Iteration 14Q: 3 clusters Score -402200.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -402226.250000 Penalty: 3982.437012
	Iteration 15Q: 3 clusters Score -402226.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -402247.062500 Penalty: 3982.437012
	Iteration 16Q: 3 clusters Score -402247.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -402263.656250 Penalty: 3982.437012
	Iteration 17Q: 3 clusters Score -402263.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -402283.343750 Penalty: 3982.437012
	Iteration 18Q: 3 clusters Score -402283.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -402305.187500 Penalty: 3982.437012
	Iteration 19Q: 3 clusters Score -402305.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -402322.625000 Penalty: 3982.437012
	Iteration 20F: 3 clusters Score -402322.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -402349.750000 Penalty: 3982.437012
	Iteration 21Q: 3 clusters Score -402349.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -402376.031250 Penalty: 3982.437012
	Iteration 22Q: 3 clusters Score -402376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -402405.750000 Penalty: 3982.437012
	Iteration 23Q: 3 clusters Score -402405.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -402433.500000 Penalty: 3982.437012
	Iteration 24Q: 3 clusters Score -402433.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -402452.312500 Penalty: 3982.437012
	Iteration 25Q: 3 clusters Score -402452.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -402468.281250 Penalty: 3982.437012
	Iteration 26Q: 3 clusters Score -402468.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -402480.531250 Penalty: 3982.437012
	Iteration 27Q: 3 clusters Score -402480.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -402494.718750 Penalty: 3982.437012
	Iteration 28Q: 3 clusters Score -402494.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -402507.218750 Penalty: 3982.437012
	Iteration 29Q: 3 clusters Score -402507.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -402519.406250 Penalty: 3982.437012
	Iteration 30Q: 3 clusters Score -402519.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -402530.750000 Penalty: 3982.437012
	Iteration 31Q: 3 clusters Score -402530.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -402537.031250 Penalty: 3982.437012
	Iteration 32Q: 3 clusters Score -402537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -402544.375000 Penalty: 3982.437012
	Iteration 33Q: 3 clusters Score -402544.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -402552.062500 Penalty: 3982.437012
	Iteration 34Q: 3 clusters Score -402552.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -402561.812500 Penalty: 3982.437012
	Iteration 35Q: 3 clusters Score -402561.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -402571.312500 Penalty: 3982.437012
	Iteration 36Q: 3 clusters Score -402571.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -402578.687500 Penalty: 3982.437012
	Iteration 37Q: 3 clusters Score -402578.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -402585.125000 Penalty: 3982.437012
	Iteration 38Q: 3 clusters Score -402585.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -402595.125000 Penalty: 3982.437012
	Iteration 39Q: 3 clusters Score -402595.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -402600.500000 Penalty: 3982.437012
	Iteration 40F: 3 clusters Score -402600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -402607.125000 Penalty: 3982.437012
	Iteration 41Q: 3 clusters Score -402607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -402612.750000 Penalty: 3982.437012
	Iteration 42Q: 3 clusters Score -402612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -402614.750000 Penalty: 3982.437012
	Iteration 43Q: 3 clusters Score -402614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -402618.812500 Penalty: 3982.437012
	Iteration 44Q: 3 clusters Score -402618.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -402620.468750 Penalty: 3982.437012
	Iteration 45Q: 3 clusters Score -402620.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -402624.562500 Penalty: 3982.437012
	Iteration 46Q: 3 clusters Score -402624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -402625.968750 Penalty: 3982.437012
	Iteration 47Q: 3 clusters Score -402626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -402625.968750 Penalty: 3982.437012
	Iteration 48F: 3 clusters Score -402626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -353042.031250 Penalty: 1964.090454
	Iteration 0F: 2 clusters Score -353042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -349971.593750 Penalty: 3928.180908
	Iteration 0F: 3 clusters Score -349971.6 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -350595.687500 Penalty: 3928.180908
	Iteration 1F: 3 clusters Score -350595.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -350764.437500 Penalty: 3928.180908
	Iteration 2F: 3 clusters Score -350764.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -350867.531250 Penalty: 3928.180908
	Iteration 3F: 3 clusters Score -350867.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -350933.625000 Penalty: 3928.180908
	Iteration 4Q: 3 clusters Score -350933.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -350989.062500 Penalty: 3928.180908
	Iteration 5Q: 3 clusters Score -350989.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -351050.843750 Penalty: 3928.180908
	Iteration 6Q: 3 clusters Score -351050.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -351105.562500 Penalty: 3928.180908
	Iteration 7Q: 3 clusters Score -351105.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -351145.843750 Penalty: 3928.180908
	Iteration 8Q: 3 clusters Score -351145.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -351177.093750 Penalty: 3928.180908
	Iteration 9Q: 3 clusters Score -351177.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -351193.781250 Penalty: 3928.180908
	Iteration 10Q: 3 clusters Score -351193.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -351204.875000 Penalty: 3928.180908
	Iteration 11Q: 3 clusters Score -351204.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -351214.250000 Penalty: 3928.180908
	Iteration 12Q: 3 clusters Score -351214.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -351224.593750 Penalty: 3928.180908
	Iteration 13Q: 3 clusters Score -351224.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -351233.875000 Penalty: 3928.180908
	Iteration 14Q: 3 clusters Score -351233.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -351242.562500 Penalty: 3928.180908
	Iteration 15Q: 3 clusters Score -351242.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -351250.500000 Penalty: 3928.180908
	Iteration 16Q: 3 clusters Score -351250.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -351253.593750 Penalty: 3928.180908
	Iteration 17Q: 3 clusters Score -351253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -351257.843750 Penalty: 3928.180908
	Iteration 18Q: 3 clusters Score -351257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -351262.000000 Penalty: 3928.180908
	Iteration 19Q: 3 clusters Score -351262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -351265.500000 Penalty: 3928.180908
	Iteration 20F: 3 clusters Score -351265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -351267.375000 Penalty: 3928.180908
	Iteration 21Q: 3 clusters Score -351267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -351268.562500 Penalty: 3928.180908
	Iteration 22Q: 3 clusters Score -351268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -351269.343750 Penalty: 3928.180908
	Iteration 23Q: 3 clusters Score -351269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -351270.718750 Penalty: 3928.180908
	Iteration 24Q: 3 clusters Score -351270.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -351273.343750 Penalty: 3928.180908
	Iteration 25Q: 3 clusters Score -351273.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -351276.937500 Penalty: 3928.180908
	Iteration 26Q: 3 clusters Score -351276.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -351281.750000 Penalty: 3928.180908
	Iteration 27Q: 3 clusters Score -351281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -351284.281250 Penalty: 3928.180908
	Iteration 28Q: 3 clusters Score -351284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -351287.031250 Penalty: 3928.180908
	Iteration 29Q: 3 clusters Score -351287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -351287.687500 Penalty: 3928.180908
	Iteration 30Q: 3 clusters Score -351287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -351288.125000 Penalty: 3928.180908
	Iteration 31Q: 3 clusters Score -351288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -351291.312500 Penalty: 3928.180908
	Iteration 32Q: 3 clusters Score -351291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -351291.875000 Penalty: 3928.180908
	Iteration 33Q: 3 clusters Score -351291.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -351294.218750 Penalty: 3928.180908
	Iteration 34Q: 3 clusters Score -351294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -351295.250000 Penalty: 3928.180908
	Iteration 35Q: 3 clusters Score -351295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -351297.500000 Penalty: 3928.180908
	Iteration 36Q: 3 clusters Score -351297.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -351299.281250 Penalty: 3928.180908
	Iteration 37Q: 3 clusters Score -351299.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -351299.750000 Penalty: 3928.180908
	Iteration 38Q: 3 clusters Score -351299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -351300.093750 Penalty: 3928.180908
	Iteration 39Q: 3 clusters Score -351300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -351301.281250 Penalty: 3928.180908
	Iteration 40F: 3 clusters Score -351301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -351301.031250 Penalty: 3928.180908
	Iteration 41Q: 3 clusters Score -351301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -351302.000000 Penalty: 3928.180908
	Iteration 42Q: 3 clusters Score -351302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -351302.093750 Penalty: 3928.180908
	Iteration 43Q: 3 clusters Score -351302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -351302.093750 Penalty: 3928.180908
	Iteration 44Q: 3 clusters Score -351302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -351302.906250 Penalty: 3928.180908
	Iteration 45Q: 3 clusters Score -351302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -351302.906250 Penalty: 3928.180908
	Iteration 46F: 3 clusters Score -351302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (175199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175199 members 
Entering Unmasked Estep 
Score: -24132988.000000 Penalty: 2994.272217
	Iteration 0F: 2 clusters Score -2.413299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 88394 members 
Entering Unmasked Estep 
Score: -24021188.000000 Penalty: 5988.544434
	Iteration 0F: 3 clusters Score -2.402119e+07 nChanged 83737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76380 members 
Mstep: Class 2 contains 98819 members 
Entering Unmasked Estep 
Score: -24071958.000000 Penalty: 5988.544434
	Iteration 1F: 3 clusters Score -2.407196e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 105297 members 
Entering Unmasked Estep 
Score: -24075980.000000 Penalty: 5988.544434
	Iteration 2Q: 3 clusters Score -2.407598e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 114813 members 
Entering Unmasked Estep 
Score: -24082718.000000 Penalty: 5988.544434
	Iteration 3F: 3 clusters Score -2.408272e+07 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 127664 members 
Entering Unmasked Estep 
Score: -24093654.000000 Penalty: 5988.544434
	Iteration 4F: 3 clusters Score -2.409365e+07 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 142114 members 
Entering Unmasked Estep 
Score: -24107882.000000 Penalty: 5988.544434
	Iteration 5F: 3 clusters Score -2.410788e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 154806 members 
Entering Unmasked Estep 
Score: -24119664.000000 Penalty: 5988.544434
	Iteration 6F: 3 clusters Score -2.411966e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 163165 members 
Entering Unmasked Estep 
Score: -24126218.000000 Penalty: 5988.544434
	Iteration 7Q: 3 clusters Score -2.412622e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 167611 members 
Entering Unmasked Estep 
Score: -24128930.000000 Penalty: 5988.544434
	Iteration 8Q: 3 clusters Score -2.412893e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 170031 members 
Entering Unmasked Estep 
Score: -24130046.000000 Penalty: 5988.544434
	Iteration 9Q: 3 clusters Score -2.413005e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 171339 members 
Entering Unmasked Estep 
Score: -24130678.000000 Penalty: 5988.544434
	Iteration 10Q: 3 clusters Score -2.413068e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 172144 members 
Entering Unmasked Estep 
Score: -24130808.000000 Penalty: 5988.544434
	Iteration 11Q: 3 clusters Score -2.413081e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 172639 members 
Entering Unmasked Estep 
Score: -24130878.000000 Penalty: 5988.544434
	Iteration 12Q: 3 clusters Score -2.413088e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 172997 members 
Entering Unmasked Estep 
Score: -24130942.000000 Penalty: 5988.544434
	Iteration 13Q: 3 clusters Score -2.413094e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 173261 members 
Entering Unmasked Estep 
Score: -24131052.000000 Penalty: 5988.544434
	Iteration 14Q: 3 clusters Score -2.413105e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 173429 members 
Entering Unmasked Estep 
Score: -24131102.000000 Penalty: 5988.544434
	Iteration 15Q: 3 clusters Score -2.41311e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 173542 members 
Entering Unmasked Estep 
Score: -24131092.000000 Penalty: 5988.544434
	Iteration 16Q: 3 clusters Score -2.413109e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 173622 members 
Entering Unmasked Estep 
Score: -24131108.000000 Penalty: 5988.544434
	Iteration 17Q: 3 clusters Score -2.413111e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 173680 members 
Entering Unmasked Estep 
Score: -24131082.000000 Penalty: 5988.544434
	Iteration 18Q: 3 clusters Score -2.413108e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 173731 members 
Entering Unmasked Estep 
Score: -24131108.000000 Penalty: 5988.544434
	Iteration 19Q: 3 clusters Score -2.413111e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 173766 members 
Entering Unmasked Estep 
Score: -24131154.000000 Penalty: 5988.544434
	Iteration 20F: 3 clusters Score -2.413115e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 173797 members 
Entering Unmasked Estep 
Score: -24131150.000000 Penalty: 5988.544434
	Iteration 21Q: 3 clusters Score -2.413115e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 173822 members 
Entering Unmasked Estep 
Score: -24131176.000000 Penalty: 5988.544434
	Iteration 22Q: 3 clusters Score -2.413118e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 173840 members 
Entering Unmasked Estep 
Score: -24131198.000000 Penalty: 5988.544434
	Iteration 23Q: 3 clusters Score -2.41312e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 173860 members 
Entering Unmasked Estep 
Score: -24131190.000000 Penalty: 5988.544434
	Iteration 24Q: 3 clusters Score -2.413119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 173879 members 
Entering Unmasked Estep 
Score: -24131180.000000 Penalty: 5988.544434
	Iteration 25Q: 3 clusters Score -2.413118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 173893 members 
Entering Unmasked Estep 
Score: -24131188.000000 Penalty: 5988.544434
	Iteration 26Q: 3 clusters Score -2.413119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 173902 members 
Entering Unmasked Estep 
Score: -24131216.000000 Penalty: 5988.544434
	Iteration 27Q: 3 clusters Score -2.413122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 173908 members 
Entering Unmasked Estep 
Score: -24131202.000000 Penalty: 5988.544434
	Iteration 28Q: 3 clusters Score -2.41312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 173919 members 
Entering Unmasked Estep 
Score: -24131188.000000 Penalty: 5988.544434
	Iteration 29Q: 3 clusters Score -2.413119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 173925 members 
Entering Unmasked Estep 
Score: -24131190.000000 Penalty: 5988.544434
	Iteration 30Q: 3 clusters Score -2.413119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 173922 members 
Entering Unmasked Estep 
Score: -24131194.000000 Penalty: 5988.544434
	Iteration 31Q: 3 clusters Score -2.413119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -24131190.000000 Penalty: 5988.544434
	Iteration 32Q: 3 clusters Score -2.413119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 173931 members 
Entering Unmasked Estep 
Score: -24131184.000000 Penalty: 5988.544434
	Iteration 33Q: 3 clusters Score -2.413118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 173930 members 
Entering Unmasked Estep 
Score: -24131198.000000 Penalty: 5988.544434
	Iteration 34Q: 3 clusters Score -2.41312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 173930 members 
Entering Unmasked Estep 
Score: -24131196.000000 Penalty: 5988.544434
	Iteration 35Q: 3 clusters Score -2.41312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 173930 members 
Entering Unmasked Estep 
Score: -24131196.000000 Penalty: 5988.544434
	Iteration 36Q: 3 clusters Score -2.41312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 173930 members 
Entering Unmasked Estep 
Score: -24131194.000000 Penalty: 5988.544434
	Iteration 37Q: 3 clusters Score -2.413119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 173929 members 
Entering Unmasked Estep 
Score: -24131200.000000 Penalty: 5988.544434
	Iteration 38Q: 3 clusters Score -2.41312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 173935 members 
Entering Unmasked Estep 
Score: -24131174.000000 Penalty: 5988.544434
	Iteration 39Q: 3 clusters Score -2.413117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 173940 members 
Entering Unmasked Estep 
Score: -24131178.000000 Penalty: 5988.544434
	Iteration 40F: 3 clusters Score -2.413118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 173940 members 
Entering Unmasked Estep 
Score: -24131170.000000 Penalty: 5988.544434
	Iteration 41Q: 3 clusters Score -2.413117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 173942 members 
Entering Unmasked Estep 
Score: -24131210.000000 Penalty: 5988.544434
	Iteration 42Q: 3 clusters Score -2.413121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 173940 members 
Entering Unmasked Estep 
Score: -24131218.000000 Penalty: 5988.544434
	Iteration 43Q: 3 clusters Score -2.413122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 173943 members 
Entering Unmasked Estep 
Score: -24131218.000000 Penalty: 5988.544434
	Iteration 44Q: 3 clusters Score -2.413122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 173950 members 
Entering Unmasked Estep 
Score: -24131208.000000 Penalty: 5988.544434
	Iteration 45Q: 3 clusters Score -2.413121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 173958 members 
Entering Unmasked Estep 
Score: -24131206.000000 Penalty: 5988.544434
	Iteration 46Q: 3 clusters Score -2.413121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 173956 members 
Entering Unmasked Estep 
Score: -24131188.000000 Penalty: 5988.544434
	Iteration 47Q: 3 clusters Score -2.413119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 173959 members 
Entering Unmasked Estep 
Score: -24131186.000000 Penalty: 5988.544434
	Iteration 48Q: 3 clusters Score -2.413119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 173963 members 
Entering Unmasked Estep 
Score: -24131200.000000 Penalty: 5988.544434
	Iteration 49Q: 3 clusters Score -2.41312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 173964 members 
Entering Unmasked Estep 
Score: -24131214.000000 Penalty: 5988.544434
	Iteration 50Q: 3 clusters Score -2.413121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 173964 members 
Entering Unmasked Estep 
Score: -24131206.000000 Penalty: 5988.544434
	Iteration 51Q: 3 clusters Score -2.413121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 173962 members 
Entering Unmasked Estep 
Score: -24131204.000000 Penalty: 5988.544434
	Iteration 52Q: 3 clusters Score -2.41312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 173960 members 
Entering Unmasked Estep 
Score: -24131212.000000 Penalty: 5988.544434
	Iteration 53Q: 3 clusters Score -2.413121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 173959 members 
Entering Unmasked Estep 
Score: -24131226.000000 Penalty: 5988.544434
	Iteration 54Q: 3 clusters Score -2.413123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 173958 members 
Entering Unmasked Estep 
Score: -24131220.000000 Penalty: 5988.544434
	Iteration 55Q: 3 clusters Score -2.413122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 173958 members 
Entering Unmasked Estep 
Score: -24131220.000000 Penalty: 5988.544434
	Iteration 56F: 3 clusters Score -2.413122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -58975.500000 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -58975.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57446.574219 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -57446.57 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57671.976562 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -57671.98 nChanged 27
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: -57795.386719 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -57795.39 nChanged 21
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: -57908.992188 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -57908.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58007.453125 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -58007.45 nChanged 11
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: -58036.929688 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -58036.93 nChanged 8
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: -58057.941406 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -58057.94 nChanged 4
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: -58064.941406 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -58064.94 nChanged 1
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: -58068.691406 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -58068.69 nChanged 0
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: -58068.691406 Penalty: 3088.362305
	Iteration 9F: 3 clusters Score -58068.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (94165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Entering Unmasked Estep 
Score: -13096065.000000 Penalty: 2840.295410
	Iteration 0F: 2 clusters Score -1.309606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -13032982.000000 Penalty: 5680.590820
	Iteration 0F: 3 clusters Score -1.303298e+07 nChanged 44431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -13058162.000000 Penalty: 5680.590820
	Iteration 1F: 3 clusters Score -1.305816e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -13058597.000000 Penalty: 5680.590820
	Iteration 2Q: 3 clusters Score -1.30586e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -13059100.000000 Penalty: 5680.590820
	Iteration 3Q: 3 clusters Score -1.30591e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -13059533.000000 Penalty: 5680.590820
	Iteration 4Q: 3 clusters Score -1.305953e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -13060171.000000 Penalty: 5680.590820
	Iteration 5Q: 3 clusters Score -1.306017e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -13060983.000000 Penalty: 5680.590820
	Iteration 6Q: 3 clusters Score -1.306098e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -13062428.000000 Penalty: 5680.590820
	Iteration 7Q: 3 clusters Score -1.306243e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -13065093.000000 Penalty: 5680.590820
	Iteration 8F: 3 clusters Score -1.306509e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -13069563.000000 Penalty: 5680.590820
	Iteration 9F: 3 clusters Score -1.306956e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 76664 members 
Entering Unmasked Estep 
Score: -13076600.000000 Penalty: 5680.590820
	Iteration 10F: 3 clusters Score -1.30766e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -13084732.000000 Penalty: 5680.590820
	Iteration 11F: 3 clusters Score -1.308473e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
Score: -13090206.000000 Penalty: 5680.590820
	Iteration 12F: 3 clusters Score -1.309021e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -13092623.000000 Penalty: 5680.590820
	Iteration 13Q: 3 clusters Score -1.309262e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 93241 members 
Entering Unmasked Estep 
Score: -13093428.000000 Penalty: 5680.590820
	Iteration 14Q: 3 clusters Score -1.309343e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 93457 members 
Entering Unmasked Estep 
Score: -13093729.000000 Penalty: 5680.590820
	Iteration 15Q: 3 clusters Score -1.309373e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 93517 members 
Entering Unmasked Estep 
Score: -13093919.000000 Penalty: 5680.590820
	Iteration 16Q: 3 clusters Score -1.309392e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 93522 members 
Entering Unmasked Estep 
Score: -13094058.000000 Penalty: 5680.590820
	Iteration 17Q: 3 clusters Score -1.309406e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -13094156.000000 Penalty: 5680.590820
	Iteration 18Q: 3 clusters Score -1.309416e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -13094210.000000 Penalty: 5680.590820
	Iteration 19Q: 3 clusters Score -1.309421e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 93419 members 
Entering Unmasked Estep 
Score: -13094298.000000 Penalty: 5680.590820
	Iteration 20F: 3 clusters Score -1.30943e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -13094361.000000 Penalty: 5680.590820
	Iteration 21Q: 3 clusters Score -1.309436e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -13094412.000000 Penalty: 5680.590820
	Iteration 22Q: 3 clusters Score -1.309441e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 93315 members 
Entering Unmasked Estep 
Score: -13094449.000000 Penalty: 5680.590820
	Iteration 23Q: 3 clusters Score -1.309445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 93304 members 
Entering Unmasked Estep 
Score: -13094470.000000 Penalty: 5680.590820
	Iteration 24Q: 3 clusters Score -1.309447e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 93288 members 
Entering Unmasked Estep 
Score: -13094477.000000 Penalty: 5680.590820
	Iteration 25Q: 3 clusters Score -1.309448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -13094496.000000 Penalty: 5680.590820
	Iteration 26Q: 3 clusters Score -1.30945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -13094501.000000 Penalty: 5680.590820
	Iteration 27Q: 3 clusters Score -1.30945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -13094501.000000 Penalty: 5680.590820
	Iteration 28Q: 3 clusters Score -1.30945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 93271 members 
Entering Unmasked Estep 
Score: -13094496.000000 Penalty: 5680.590820
	Iteration 29Q: 3 clusters Score -1.30945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -13094506.000000 Penalty: 5680.590820
	Iteration 30Q: 3 clusters Score -1.309451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -13094502.000000 Penalty: 5680.590820
	Iteration 31Q: 3 clusters Score -1.30945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 93255 members 
Entering Unmasked Estep 
Score: -13094519.000000 Penalty: 5680.590820
	Iteration 32Q: 3 clusters Score -1.309452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -13094518.000000 Penalty: 5680.590820
	Iteration 33Q: 3 clusters Score -1.309452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 93241 members 
Entering Unmasked Estep 
Score: -13094524.000000 Penalty: 5680.590820
	Iteration 34Q: 3 clusters Score -1.309452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -13094526.000000 Penalty: 5680.590820
	Iteration 35Q: 3 clusters Score -1.309453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 93236 members 
Entering Unmasked Estep 
Score: -13094530.000000 Penalty: 5680.590820
	Iteration 36Q: 3 clusters Score -1.309453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -13094537.000000 Penalty: 5680.590820
	Iteration 37Q: 3 clusters Score -1.309454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -13094546.000000 Penalty: 5680.590820
	Iteration 38Q: 3 clusters Score -1.309455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -13094536.000000 Penalty: 5680.590820
	Iteration 39Q: 3 clusters Score -1.309454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -13094543.000000 Penalty: 5680.590820
	Iteration 40F: 3 clusters Score -1.309454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 93219 members 
Entering Unmasked Estep 
Score: -13094545.000000 Penalty: 5680.590820
	Iteration 41Q: 3 clusters Score -1.309454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -13094540.000000 Penalty: 5680.590820
	Iteration 42Q: 3 clusters Score -1.309454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -13094545.000000 Penalty: 5680.590820
	Iteration 43Q: 3 clusters Score -1.309454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -13094545.000000 Penalty: 5680.590820
	Iteration 44F: 3 clusters Score -1.309454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (138273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138273 members 
Entering Unmasked Estep 
Score: -19077884.000000 Penalty: 2935.572510
	Iteration 0F: 2 clusters Score -1.907788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -18984988.000000 Penalty: 5871.145020
	Iteration 0F: 3 clusters Score -1.898499e+07 nChanged 66147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 70269 members 
Entering Unmasked Estep 
Score: -19023090.000000 Penalty: 5871.145020
	Iteration 1F: 3 clusters Score -1.902309e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -19023784.000000 Penalty: 5871.145020
	Iteration 2Q: 3 clusters Score -1.902378e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -19024496.000000 Penalty: 5871.145020
	Iteration 3Q: 3 clusters Score -1.90245e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -19025442.000000 Penalty: 5871.145020
	Iteration 4Q: 3 clusters Score -1.902544e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -19026756.000000 Penalty: 5871.145020
	Iteration 5Q: 3 clusters Score -1.902676e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -19028786.000000 Penalty: 5871.145020
	Iteration 6Q: 3 clusters Score -1.902879e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -19031708.000000 Penalty: 5871.145020
	Iteration 7Q: 3 clusters Score -1.903171e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 94432 members 
Entering Unmasked Estep 
Score: -19036674.000000 Penalty: 5871.145020
	Iteration 8F: 3 clusters Score -1.903667e+07 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 104250 members 
Entering Unmasked Estep 
Score: -19044240.000000 Penalty: 5871.145020
	Iteration 9F: 3 clusters Score -1.904424e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 115122 members 
Entering Unmasked Estep 
Score: -19053594.000000 Penalty: 5871.145020
	Iteration 10F: 3 clusters Score -1.905359e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 125014 members 
Entering Unmasked Estep 
Score: -19063008.000000 Penalty: 5871.145020
	Iteration 11F: 3 clusters Score -1.906301e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 132007 members 
Entering Unmasked Estep 
Score: -19069728.000000 Penalty: 5871.145020
	Iteration 12F: 3 clusters Score -1.906973e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 135744 members 
Entering Unmasked Estep 
Score: -19073212.000000 Penalty: 5871.145020
	Iteration 13Q: 3 clusters Score -1.907321e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 137279 members 
Entering Unmasked Estep 
Score: -19074476.000000 Penalty: 5871.145020
	Iteration 14Q: 3 clusters Score -1.907448e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 137751 members 
Entering Unmasked Estep 
Score: -19074940.000000 Penalty: 5871.145020
	Iteration 15Q: 3 clusters Score -1.907494e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 137898 members 
Entering Unmasked Estep 
Score: -19075124.000000 Penalty: 5871.145020
	Iteration 16Q: 3 clusters Score -1.907512e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 137963 members 
Entering Unmasked Estep 
Score: -19075192.000000 Penalty: 5871.145020
	Iteration 17Q: 3 clusters Score -1.907519e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 137986 members 
Entering Unmasked Estep 
Score: -19075236.000000 Penalty: 5871.145020
	Iteration 18Q: 3 clusters Score -1.907524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 138002 members 
Entering Unmasked Estep 
Score: -19075276.000000 Penalty: 5871.145020
	Iteration 19Q: 3 clusters Score -1.907528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 138003 members 
Entering Unmasked Estep 
Score: -19075286.000000 Penalty: 5871.145020
	Iteration 20F: 3 clusters Score -1.907529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 138005 members 
Entering Unmasked Estep 
Score: -19075312.000000 Penalty: 5871.145020
	Iteration 21Q: 3 clusters Score -1.907531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 138010 members 
Entering Unmasked Estep 
Score: -19075332.000000 Penalty: 5871.145020
	Iteration 22Q: 3 clusters Score -1.907533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 138011 members 
Entering Unmasked Estep 
Score: -19075346.000000 Penalty: 5871.145020
	Iteration 23Q: 3 clusters Score -1.907535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 138010 members 
Entering Unmasked Estep 
Score: -19075352.000000 Penalty: 5871.145020
	Iteration 24Q: 3 clusters Score -1.907535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 138011 members 
Entering Unmasked Estep 
Score: -19075350.000000 Penalty: 5871.145020
	Iteration 25Q: 3 clusters Score -1.907535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 138013 members 
Entering Unmasked Estep 
Score: -19075354.000000 Penalty: 5871.145020
	Iteration 26Q: 3 clusters Score -1.907535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 138012 members 
Entering Unmasked Estep 
Score: -19075350.000000 Penalty: 5871.145020
	Iteration 27Q: 3 clusters Score -1.907535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 138014 members 
Entering Unmasked Estep 
Score: -19075354.000000 Penalty: 5871.145020
	Iteration 28Q: 3 clusters Score -1.907535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 138012 members 
Entering Unmasked Estep 
Score: -19075364.000000 Penalty: 5871.145020
	Iteration 29Q: 3 clusters Score -1.907536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 138014 members 
Entering Unmasked Estep 
Score: -19075372.000000 Penalty: 5871.145020
	Iteration 30Q: 3 clusters Score -1.907537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 138016 members 
Entering Unmasked Estep 
Score: -19075368.000000 Penalty: 5871.145020
	Iteration 31Q: 3 clusters Score -1.907537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 138016 members 
Entering Unmasked Estep 
Score: -19075376.000000 Penalty: 5871.145020
	Iteration 32Q: 3 clusters Score -1.907538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 138015 members 
Entering Unmasked Estep 
Score: -19075376.000000 Penalty: 5871.145020
	Iteration 33Q: 3 clusters Score -1.907538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 138014 members 
Entering Unmasked Estep 
Score: -19075388.000000 Penalty: 5871.145020
	Iteration 34Q: 3 clusters Score -1.907539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 138013 members 
Entering Unmasked Estep 
Score: -19075376.000000 Penalty: 5871.145020
	Iteration 35Q: 3 clusters Score -1.907538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 138014 members 
Entering Unmasked Estep 
Score: -19075384.000000 Penalty: 5871.145020
	Iteration 36Q: 3 clusters Score -1.907538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 138014 members 
Entering Unmasked Estep 
Score: -19075384.000000 Penalty: 5871.145020
	Iteration 37F: 3 clusters Score -1.907538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Entering Unmasked Estep 
Score: -2765899.750000 Penalty: 2460.817871
	Iteration 0F: 2 clusters Score -2765900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2751523.750000 Penalty: 4921.635742
	Iteration 0F: 3 clusters Score -2751524 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2756423.000000 Penalty: 4921.635742
	Iteration 1F: 3 clusters Score -2756423 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2756814.250000 Penalty: 4921.635742
	Iteration 2F: 3 clusters Score -2756814 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2757222.000000 Penalty: 4921.635742
	Iteration 3Q: 3 clusters Score -2757222 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2757615.000000 Penalty: 4921.635742
	Iteration 4Q: 3 clusters Score -2757615 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2758042.500000 Penalty: 4921.635742
	Iteration 5Q: 3 clusters Score -2758042 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2758451.250000 Penalty: 4921.635742
	Iteration 6Q: 3 clusters Score -2758451 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2758866.000000 Penalty: 4921.635742
	Iteration 7Q: 3 clusters Score -2758866 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2759245.500000 Penalty: 4921.635742
	Iteration 8Q: 3 clusters Score -2759246 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2759591.500000 Penalty: 4921.635742
	Iteration 9Q: 3 clusters Score -2759592 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2759884.000000 Penalty: 4921.635742
	Iteration 10Q: 3 clusters Score -2759884 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2760149.750000 Penalty: 4921.635742
	Iteration 11Q: 3 clusters Score -2760150 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2760388.250000 Penalty: 4921.635742
	Iteration 12Q: 3 clusters Score -2760388 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2760549.000000 Penalty: 4921.635742
	Iteration 13Q: 3 clusters Score -2760549 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2760703.750000 Penalty: 4921.635742
	Iteration 14Q: 3 clusters Score -2760704 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2760835.250000 Penalty: 4921.635742
	Iteration 15Q: 3 clusters Score -2760835 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2760947.250000 Penalty: 4921.635742
	Iteration 16Q: 3 clusters Score -2760947 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2761041.250000 Penalty: 4921.635742
	Iteration 17Q: 3 clusters Score -2761041 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2761136.250000 Penalty: 4921.635742
	Iteration 18Q: 3 clusters Score -2761136 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2761220.750000 Penalty: 4921.635742
	Iteration 19Q: 3 clusters Score -2761221 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2761294.000000 Penalty: 4921.635742
	Iteration 20F: 3 clusters Score -2761294 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2761377.000000 Penalty: 4921.635742
	Iteration 21Q: 3 clusters Score -2761377 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2761466.000000 Penalty: 4921.635742
	Iteration 22Q: 3 clusters Score -2761466 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2761528.000000 Penalty: 4921.635742
	Iteration 23Q: 3 clusters Score -2761528 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2761594.000000 Penalty: 4921.635742
	Iteration 24Q: 3 clusters Score -2761594 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2761674.750000 Penalty: 4921.635742
	Iteration 25Q: 3 clusters Score -2761675 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2761769.750000 Penalty: 4921.635742
	Iteration 26Q: 3 clusters Score -2761770 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2761881.000000 Penalty: 4921.635742
	Iteration 27Q: 3 clusters Score -2761881 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2762003.000000 Penalty: 4921.635742
	Iteration 28Q: 3 clusters Score -2762003 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2762137.250000 Penalty: 4921.635742
	Iteration 29Q: 3 clusters Score -2762137 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2762298.250000 Penalty: 4921.635742
	Iteration 30Q: 3 clusters Score -2762298 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2762458.250000 Penalty: 4921.635742
	Iteration 31Q: 3 clusters Score -2762458 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2762610.250000 Penalty: 4921.635742
	Iteration 32Q: 3 clusters Score -2762610 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2762779.750000 Penalty: 4921.635742
	Iteration 33Q: 3 clusters Score -2762780 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2762911.250000 Penalty: 4921.635742
	Iteration 34Q: 3 clusters Score -2762911 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2763051.250000 Penalty: 4921.635742
	Iteration 35Q: 3 clusters Score -2763051 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2763180.500000 Penalty: 4921.635742
	Iteration 36Q: 3 clusters Score -2763180 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2763291.250000 Penalty: 4921.635742
	Iteration 37Q: 3 clusters Score -2763291 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2763396.500000 Penalty: 4921.635742
	Iteration 38Q: 3 clusters Score -2763396 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2763461.250000 Penalty: 4921.635742
	Iteration 39Q: 3 clusters Score -2763461 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2763534.000000 Penalty: 4921.635742
	Iteration 40F: 3 clusters Score -2763534 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2763594.250000 Penalty: 4921.635742
	Iteration 41Q: 3 clusters Score -2763594 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2763653.500000 Penalty: 4921.635742
	Iteration 42Q: 3 clusters Score -2763654 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2763703.250000 Penalty: 4921.635742
	Iteration 43Q: 3 clusters Score -2763703 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2763749.500000 Penalty: 4921.635742
	Iteration 44Q: 3 clusters Score -2763750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2763780.500000 Penalty: 4921.635742
	Iteration 45Q: 3 clusters Score -2763780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2763810.500000 Penalty: 4921.635742
	Iteration 46Q: 3 clusters Score -2763810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2763828.000000 Penalty: 4921.635742
	Iteration 47Q: 3 clusters Score -2763828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2763853.250000 Penalty: 4921.635742
	Iteration 48Q: 3 clusters Score -2763853 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2763870.000000 Penalty: 4921.635742
	Iteration 49Q: 3 clusters Score -2763870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2763899.500000 Penalty: 4921.635742
	Iteration 50Q: 3 clusters Score -2763900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2763922.500000 Penalty: 4921.635742
	Iteration 51Q: 3 clusters Score -2763922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2763933.000000 Penalty: 4921.635742
	Iteration 52Q: 3 clusters Score -2763933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2763951.000000 Penalty: 4921.635742
	Iteration 53Q: 3 clusters Score -2763951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2763962.000000 Penalty: 4921.635742
	Iteration 54Q: 3 clusters Score -2763962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2763966.250000 Penalty: 4921.635742
	Iteration 55Q: 3 clusters Score -2763966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2763972.250000 Penalty: 4921.635742
	Iteration 56Q: 3 clusters Score -2763972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2763975.250000 Penalty: 4921.635742
	Iteration 57Q: 3 clusters Score -2763975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2763982.000000 Penalty: 4921.635742
	Iteration 58Q: 3 clusters Score -2763982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2763980.250000 Penalty: 4921.635742
	Iteration 59Q: 3 clusters Score -2763980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2763983.750000 Penalty: 4921.635742
	Iteration 60F: 3 clusters Score -2763984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2763989.500000 Penalty: 4921.635742
	Iteration 61Q: 3 clusters Score -2763990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2763995.000000 Penalty: 4921.635742
	Iteration 62Q: 3 clusters Score -2763995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2763996.000000 Penalty: 4921.635742
	Iteration 63Q: 3 clusters Score -2763996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2763991.000000 Penalty: 4921.635742
	Iteration 64Q: 3 clusters Score -2763991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2763993.250000 Penalty: 4921.635742
	Iteration 65Q: 3 clusters Score -2763993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2763990.750000 Penalty: 4921.635742
	Iteration 66Q: 3 clusters Score -2763991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2763990.750000 Penalty: 4921.635742
	Iteration 67F: 3 clusters Score -2763991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246880 members 
Mstep: Class 2 contains 54226 members 
Mstep: Class 3 contains 40780 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170153 members 
Mstep: Class 10 contains 43767 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175199 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94165 members 
Mstep: Class 22 contains 138273 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438144.000000 Penalty: 72024.632812
Iteration 199Q: 22 clusters Score -1.374381e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246873 members 
Mstep: Class 2 contains 54228 members 
Mstep: Class 3 contains 40781 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170158 members 
Mstep: Class 10 contains 43766 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175199 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94166 members 
Mstep: Class 22 contains 138272 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438128.000000 Penalty: 72024.632812
Iteration 200F: 22 clusters Score -1.374381e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246868 members 
Mstep: Class 2 contains 54230 members 
Mstep: Class 3 contains 40782 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170158 members 
Mstep: Class 10 contains 43766 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175201 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94167 members 
Mstep: Class 22 contains 138271 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438112.000000 Penalty: 72024.632812
Iteration 201Q: 22 clusters Score -1.374381e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246863 members 
Mstep: Class 2 contains 54232 members 
Mstep: Class 3 contains 40783 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170157 members 
Mstep: Class 10 contains 43766 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175202 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94169 members 
Mstep: Class 22 contains 138271 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438096.000000 Penalty: 72024.632812
Iteration 202Q: 22 clusters Score -1.374381e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246853 members 
Mstep: Class 2 contains 54237 members 
Mstep: Class 3 contains 40785 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170157 members 
Mstep: Class 10 contains 43766 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175205 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94170 members 
Mstep: Class 22 contains 138270 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438144.000000 Penalty: 72024.632812
Iteration 203Q: 22 clusters Score -1.374381e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246848 members 
Mstep: Class 2 contains 54238 members 
Mstep: Class 3 contains 40787 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170157 members 
Mstep: Class 10 contains 43766 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175206 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94170 members 
Mstep: Class 22 contains 138271 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438128.000000 Penalty: 72024.632812
Iteration 204Q: 22 clusters Score -1.374381e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246840 members 
Mstep: Class 2 contains 54239 members 
Mstep: Class 3 contains 40790 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170158 members 
Mstep: Class 10 contains 43766 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175209 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94171 members 
Mstep: Class 22 contains 138270 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438080.000000 Penalty: 72024.632812
Iteration 205Q: 22 clusters Score -1.374381e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246838 members 
Mstep: Class 2 contains 54239 members 
Mstep: Class 3 contains 40789 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170159 members 
Mstep: Class 10 contains 43766 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175211 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94171 members 
Mstep: Class 22 contains 138270 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438112.000000 Penalty: 72024.632812
Iteration 206Q: 22 clusters Score -1.374381e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246835 members 
Mstep: Class 2 contains 54238 members 
Mstep: Class 3 contains 40791 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170158 members 
Mstep: Class 10 contains 43766 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175214 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94171 members 
Mstep: Class 22 contains 138270 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438128.000000 Penalty: 72024.632812
Iteration 207Q: 22 clusters Score -1.374381e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246835 members 
Mstep: Class 2 contains 54238 members 
Mstep: Class 3 contains 40791 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170157 members 
Mstep: Class 10 contains 43766 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175214 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94171 members 
Mstep: Class 22 contains 138271 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438096.000000 Penalty: 72024.632812
Iteration 208Q: 22 clusters Score -1.374381e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246836 members 
Mstep: Class 2 contains 54238 members 
Mstep: Class 3 contains 40791 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170156 members 
Mstep: Class 10 contains 43765 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175214 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94171 members 
Mstep: Class 22 contains 138272 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438160.000000 Penalty: 72024.632812
Iteration 209Q: 22 clusters Score -1.374382e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246837 members 
Mstep: Class 2 contains 54238 members 
Mstep: Class 3 contains 40791 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170158 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175213 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94172 members 
Mstep: Class 22 contains 138270 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438144.000000 Penalty: 72024.632812
Iteration 210Q: 22 clusters Score -1.374381e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246836 members 
Mstep: Class 2 contains 54238 members 
Mstep: Class 3 contains 40791 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170159 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175214 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94171 members 
Mstep: Class 22 contains 138270 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438176.000000 Penalty: 72024.632812
Iteration 211Q: 22 clusters Score -1.374382e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246832 members 
Mstep: Class 2 contains 54238 members 
Mstep: Class 3 contains 40791 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170160 members 
Mstep: Class 10 contains 43765 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175213 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94172 members 
Mstep: Class 22 contains 138272 members 
Mstep: Class 23 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438208.000000 Penalty: 72024.632812
Iteration 212Q: 22 clusters Score -1.374382e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246830 members 
Mstep: Class 2 contains 54238 members 
Mstep: Class 3 contains 40791 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170159 members 
Mstep: Class 10 contains 43765 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175217 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94172 members 
Mstep: Class 22 contains 138272 members 
Mstep: Class 23 contains 20386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438176.000000 Penalty: 72024.632812
Iteration 213Q: 22 clusters Score -1.374382e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246828 members 
Mstep: Class 2 contains 54238 members 
Mstep: Class 3 contains 40791 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170159 members 
Mstep: Class 10 contains 43765 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175217 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94173 members 
Mstep: Class 22 contains 138273 members 
Mstep: Class 23 contains 20386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438176.000000 Penalty: 72024.632812
Iteration 214Q: 22 clusters Score -1.374382e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246829 members 
Mstep: Class 2 contains 54238 members 
Mstep: Class 3 contains 40791 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170159 members 
Mstep: Class 10 contains 43765 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175217 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94173 members 
Mstep: Class 22 contains 138272 members 
Mstep: Class 23 contains 20386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438160.000000 Penalty: 72024.632812
Iteration 215Q: 22 clusters Score -1.374382e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246829 members 
Mstep: Class 2 contains 54238 members 
Mstep: Class 3 contains 40791 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170159 members 
Mstep: Class 10 contains 43765 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175217 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 21 contains 94173 members 
Mstep: Class 22 contains 138272 members 
Mstep: Class 23 contains 20386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438160.000000 Penalty: 72024.632812
Iteration 216F: 22 clusters Score -1.374382e+08 nChanged 0
Entering ConstructFrom: 
Score: -137438160.000000 Penalty: 72024.632812
Entering ConstructFrom: 
Trying to split cluster 1 (246829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246829 members 
Entering Unmasked Estep 
Score: -33933904.000000 Penalty: 3079.280029
	Iteration 0F: 2 clusters Score -3.39339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123723 members 
Mstep: Class 2 contains 123106 members 
Entering Unmasked Estep 
Score: -33786852.000000 Penalty: 6158.560059
	Iteration 0F: 3 clusters Score -3.378685e+07 nChanged 118960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128565 members 
Mstep: Class 2 contains 118264 members 
Entering Unmasked Estep 
Score: -33857500.000000 Penalty: 6158.560059
	Iteration 1F: 3 clusters Score -3.38575e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131273 members 
Mstep: Class 2 contains 115556 members 
Entering Unmasked Estep 
Score: -33859472.000000 Penalty: 6158.560059
	Iteration 2Q: 3 clusters Score -3.385947e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135275 members 
Mstep: Class 2 contains 111554 members 
Entering Unmasked Estep 
Score: -33862496.000000 Penalty: 6158.560059
	Iteration 3Q: 3 clusters Score -3.38625e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141025 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -33867332.000000 Penalty: 6158.560059
	Iteration 4Q: 3 clusters Score -3.386733e+07 nChanged 12956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148463 members 
Mstep: Class 2 contains 98366 members 
Entering Unmasked Estep 
Score: -33875316.000000 Penalty: 6158.560059
	Iteration 5F: 3 clusters Score -3.387532e+07 nChanged 15494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156595 members 
Mstep: Class 2 contains 90234 members 
Entering Unmasked Estep 
Score: -33886308.000000 Penalty: 6158.560059
	Iteration 6F: 3 clusters Score -3.388631e+07 nChanged 16312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163239 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -33897608.000000 Penalty: 6158.560059
	Iteration 7F: 3 clusters Score -3.389761e+07 nChanged 14627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166902 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -33904856.000000 Penalty: 6158.560059
	Iteration 8F: 3 clusters Score -3.390486e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168344 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -33908120.000000 Penalty: 6158.560059
	Iteration 9Q: 3 clusters Score -3.390812e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169090 members 
Mstep: Class 2 contains 77739 members 
Entering Unmasked Estep 
Score: -33909172.000000 Penalty: 6158.560059
	Iteration 10Q: 3 clusters Score -3.390917e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169491 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -33909212.000000 Penalty: 6158.560059
	Iteration 11Q: 3 clusters Score -3.390921e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169633 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -33909392.000000 Penalty: 6158.560059
	Iteration 12Q: 3 clusters Score -3.390939e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169653 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -33909456.000000 Penalty: 6158.560059
	Iteration 13Q: 3 clusters Score -3.390946e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
Score: -33909548.000000 Penalty: 6158.560059
	Iteration 14Q: 3 clusters Score -3.390955e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -33909568.000000 Penalty: 6158.560059
	Iteration 15Q: 3 clusters Score -3.390957e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169038 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -33909660.000000 Penalty: 6158.560059
	Iteration 16Q: 3 clusters Score -3.390966e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168617 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -33909704.000000 Penalty: 6158.560059
	Iteration 17Q: 3 clusters Score -3.39097e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168091 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -33909784.000000 Penalty: 6158.560059
	Iteration 18Q: 3 clusters Score -3.390978e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -33909848.000000 Penalty: 6158.560059
	Iteration 19Q: 3 clusters Score -3.390985e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166978 members 
Mstep: Class 2 contains 79851 members 
Entering Unmasked Estep 
Score: -33909904.000000 Penalty: 6158.560059
	Iteration 20F: 3 clusters Score -3.39099e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166429 members 
Mstep: Class 2 contains 80400 members 
Entering Unmasked Estep 
Score: -33909936.000000 Penalty: 6158.560059
	Iteration 21Q: 3 clusters Score -3.390994e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165830 members 
Mstep: Class 2 contains 80999 members 
Entering Unmasked Estep 
Score: -33909976.000000 Penalty: 6158.560059
	Iteration 22Q: 3 clusters Score -3.390998e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165235 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -33910172.000000 Penalty: 6158.560059
	Iteration 23Q: 3 clusters Score -3.391017e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164611 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -33910432.000000 Penalty: 6158.560059
	Iteration 24Q: 3 clusters Score -3.391043e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163935 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
Score: -33910392.000000 Penalty: 6158.560059
	Iteration 25Q: 3 clusters Score -3.391039e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163276 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -33910512.000000 Penalty: 6158.560059
	Iteration 26Q: 3 clusters Score -3.391051e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162588 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -33910600.000000 Penalty: 6158.560059
	Iteration 27Q: 3 clusters Score -3.39106e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161852 members 
Mstep: Class 2 contains 84977 members 
Entering Unmasked Estep 
Score: -33910944.000000 Penalty: 6158.560059
	Iteration 28Q: 3 clusters Score -3.391094e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161179 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -33911040.000000 Penalty: 6158.560059
	Iteration 29Q: 3 clusters Score -3.391104e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160513 members 
Mstep: Class 2 contains 86316 members 
Entering Unmasked Estep 
Score: -33911192.000000 Penalty: 6158.560059
	Iteration 30Q: 3 clusters Score -3.391119e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159851 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -33911404.000000 Penalty: 6158.560059
	Iteration 31Q: 3 clusters Score -3.39114e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159282 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -33911600.000000 Penalty: 6158.560059
	Iteration 32Q: 3 clusters Score -3.39116e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158725 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -33911744.000000 Penalty: 6158.560059
	Iteration 33Q: 3 clusters Score -3.391174e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -33911872.000000 Penalty: 6158.560059
	Iteration 34Q: 3 clusters Score -3.391187e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157667 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -33912188.000000 Penalty: 6158.560059
	Iteration 35Q: 3 clusters Score -3.391219e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -33912320.000000 Penalty: 6158.560059
	Iteration 36Q: 3 clusters Score -3.391232e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156697 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -33912524.000000 Penalty: 6158.560059
	Iteration 37Q: 3 clusters Score -3.391252e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -33912616.000000 Penalty: 6158.560059
	Iteration 38Q: 3 clusters Score -3.391262e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155860 members 
Mstep: Class 2 contains 90969 members 
Entering Unmasked Estep 
Score: -33912888.000000 Penalty: 6158.560059
	Iteration 39Q: 3 clusters Score -3.391289e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155458 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
Score: -33913104.000000 Penalty: 6158.560059
	Iteration 40F: 3 clusters Score -3.39131e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155061 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -33913216.000000 Penalty: 6158.560059
	Iteration 41Q: 3 clusters Score -3.391322e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154706 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -33913312.000000 Penalty: 6158.560059
	Iteration 42Q: 3 clusters Score -3.391331e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154396 members 
Mstep: Class 2 contains 92433 members 
Entering Unmasked Estep 
Score: -33913444.000000 Penalty: 6158.560059
	Iteration 43Q: 3 clusters Score -3.391344e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154087 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -33913636.000000 Penalty: 6158.560059
	Iteration 44Q: 3 clusters Score -3.391364e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153790 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -33913768.000000 Penalty: 6158.560059
	Iteration 45Q: 3 clusters Score -3.391377e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153549 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -33913816.000000 Penalty: 6158.560059
	Iteration 46Q: 3 clusters Score -3.391382e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 93558 members 
Entering Unmasked Estep 
Score: -33914024.000000 Penalty: 6158.560059
	Iteration 47Q: 3 clusters Score -3.391402e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153007 members 
Mstep: Class 2 contains 93822 members 
Entering Unmasked Estep 
Score: -33914156.000000 Penalty: 6158.560059
	Iteration 48Q: 3 clusters Score -3.391416e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -33914284.000000 Penalty: 6158.560059
	Iteration 49Q: 3 clusters Score -3.391428e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152607 members 
Mstep: Class 2 contains 94222 members 
Entering Unmasked Estep 
Score: -33914420.000000 Penalty: 6158.560059
	Iteration 50Q: 3 clusters Score -3.391442e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152469 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -33914528.000000 Penalty: 6158.560059
	Iteration 51Q: 3 clusters Score -3.391453e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152324 members 
Mstep: Class 2 contains 94505 members 
Entering Unmasked Estep 
Score: -33914676.000000 Penalty: 6158.560059
	Iteration 52Q: 3 clusters Score -3.391468e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152191 members 
Mstep: Class 2 contains 94638 members 
Entering Unmasked Estep 
Score: -33914748.000000 Penalty: 6158.560059
	Iteration 53Q: 3 clusters Score -3.391475e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152046 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -33914748.000000 Penalty: 6158.560059
	Iteration 54Q: 3 clusters Score -3.391475e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151962 members 
Mstep: Class 2 contains 94867 members 
Entering Unmasked Estep 
Score: -33914900.000000 Penalty: 6158.560059
	Iteration 55Q: 3 clusters Score -3.39149e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151843 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -33914948.000000 Penalty: 6158.560059
	Iteration 56Q: 3 clusters Score -3.391495e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151704 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -33914992.000000 Penalty: 6158.560059
	Iteration 57Q: 3 clusters Score -3.391499e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151565 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -33915108.000000 Penalty: 6158.560059
	Iteration 58Q: 3 clusters Score -3.391511e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151432 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -33915252.000000 Penalty: 6158.560059
	Iteration 59Q: 3 clusters Score -3.391525e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151358 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -33915280.000000 Penalty: 6158.560059
	Iteration 60F: 3 clusters Score -3.391528e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151348 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -33915404.000000 Penalty: 6158.560059
	Iteration 61Q: 3 clusters Score -3.39154e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151335 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -33915572.000000 Penalty: 6158.560059
	Iteration 62Q: 3 clusters Score -3.391557e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
Score: -33915668.000000 Penalty: 6158.560059
	Iteration 63Q: 3 clusters Score -3.391567e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151311 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -33915704.000000 Penalty: 6158.560059
	Iteration 64Q: 3 clusters Score -3.39157e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151320 members 
Mstep: Class 2 contains 95509 members 
Entering Unmasked Estep 
Score: -33915776.000000 Penalty: 6158.560059
	Iteration 65Q: 3 clusters Score -3.391578e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151347 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -33915896.000000 Penalty: 6158.560059
	Iteration 66Q: 3 clusters Score -3.39159e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151442 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -33916000.000000 Penalty: 6158.560059
	Iteration 67Q: 3 clusters Score -3.3916e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151528 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -33916064.000000 Penalty: 6158.560059
	Iteration 68Q: 3 clusters Score -3.391606e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -33916148.000000 Penalty: 6158.560059
	Iteration 69Q: 3 clusters Score -3.391615e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151682 members 
Mstep: Class 2 contains 95147 members 
Entering Unmasked Estep 
Score: -33916212.000000 Penalty: 6158.560059
	Iteration 70Q: 3 clusters Score -3.391621e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151740 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -33916228.000000 Penalty: 6158.560059
	Iteration 71Q: 3 clusters Score -3.391623e+07 nChanged 545
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151775 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -33916288.000000 Penalty: 6158.560059
	Iteration 72Q: 3 clusters Score -3.391629e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151753 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -33916312.000000 Penalty: 6158.560059
	Iteration 73Q: 3 clusters Score -3.391631e+07 nChanged 513
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151716 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -33916384.000000 Penalty: 6158.560059
	Iteration 74Q: 3 clusters Score -3.391638e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151661 members 
Mstep: Class 2 contains 95168 members 
Entering Unmasked Estep 
Score: -33916340.000000 Penalty: 6158.560059
	Iteration 75Q: 3 clusters Score -3.391634e+07 nChanged 498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -33916392.000000 Penalty: 6158.560059
	Iteration 76Q: 3 clusters Score -3.391639e+07 nChanged 491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -33916388.000000 Penalty: 6158.560059
	Iteration 77Q: 3 clusters Score -3.391639e+07 nChanged 508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151618 members 
Mstep: Class 2 contains 95211 members 
Entering Unmasked Estep 
Score: -33916480.000000 Penalty: 6158.560059
	Iteration 78Q: 3 clusters Score -3.391648e+07 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151629 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -33916548.000000 Penalty: 6158.560059
	Iteration 79Q: 3 clusters Score -3.391655e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 95226 members 
Entering Unmasked Estep 
Score: -33916564.000000 Penalty: 6158.560059
	Iteration 80F: 3 clusters Score -3.391656e+07 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3.391656e+07 nChanged 480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151629 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -33916596.000000 Penalty: 6158.560059
	Iteration 82Q: 3 clusters Score -3.39166e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -33916708.000000 Penalty: 6158.560059
	Iteration 83Q: 3 clusters Score -3.391671e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151613 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -33916720.000000 Penalty: 6158.560059
	Iteration 84Q: 3 clusters Score -3.391672e+07 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3.391669e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151623 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -33916664.000000 Penalty: 6158.560059
	Iteration 86Q: 3 clusters Score -3.391666e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151638 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -33916664.000000 Penalty: 6158.560059
	Iteration 87Q: 3 clusters Score -3.391666e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151657 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -33916700.000000 Penalty: 6158.560059
	Iteration 88Q: 3 clusters Score -3.39167e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151659 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -33916700.000000 Penalty: 6158.560059
	Iteration 89Q: 3 clusters Score -3.39167e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151666 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -33916716.000000 Penalty: 6158.560059
	Iteration 90Q: 3 clusters Score -3.391672e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151719 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -33916668.000000 Penalty: 6158.560059
	Iteration 91Q: 3 clusters Score -3.391667e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151775 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3.391669e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151847 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -33916732.000000 Penalty: 6158.560059
	Iteration 93Q: 3 clusters Score -3.391673e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151945 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -33916692.000000 Penalty: 6158.560059
	Iteration 94Q: 3 clusters Score -3.391669e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152042 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -33916708.000000 Penalty: 6158.560059
	Iteration 95Q: 3 clusters Score -3.391671e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152145 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -33916752.000000 Penalty: 6158.560059
	Iteration 96Q: 3 clusters Score -3.391675e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152233 members 
Mstep: Class 2 contains 94596 members 
Entering Unmasked Estep 
Score: -33916760.000000 Penalty: 6158.560059
	Iteration 97Q: 3 clusters Score -3.391676e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152320 members 
Mstep: Class 2 contains 94509 members 
Entering Unmasked Estep 
Score: -33916816.000000 Penalty: 6158.560059
	Iteration 98Q: 3 clusters Score -3.391682e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152409 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -33916784.000000 Penalty: 6158.560059
	Iteration 99Q: 3 clusters Score -3.391678e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152470 members 
Mstep: Class 2 contains 94359 members 
Entering Unmasked Estep 
Score: -33916788.000000 Penalty: 6158.560059
	Iteration 100F: 3 clusters Score -3.391679e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152517 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -33916784.000000 Penalty: 6158.560059
	Iteration 101Q: 3 clusters Score -3.391678e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152565 members 
Mstep: Class 2 contains 94264 members 
Entering Unmasked Estep 
Score: -33916780.000000 Penalty: 6158.560059
	Iteration 102Q: 3 clusters Score -3.391678e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152617 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -33916768.000000 Penalty: 6158.560059
	Iteration 103Q: 3 clusters Score -3.391677e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152681 members 
Mstep: Class 2 contains 94148 members 
Entering Unmasked Estep 
Score: -33916764.000000 Penalty: 6158.560059
	Iteration 104Q: 3 clusters Score -3.391676e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152737 members 
Mstep: Class 2 contains 94092 members 
Entering Unmasked Estep 
Score: -33916788.000000 Penalty: 6158.560059
	Iteration 105Q: 3 clusters Score -3.391679e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152791 members 
Mstep: Class 2 contains 94038 members 
Entering Unmasked Estep 
Score: -33916788.000000 Penalty: 6158.560059
	Iteration 106Q: 3 clusters Score -3.391679e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152831 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -33916756.000000 Penalty: 6158.560059
	Iteration 107Q: 3 clusters Score -3.391676e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152851 members 
Mstep: Class 2 contains 93978 members 
Entering Unmasked Estep 
Score: -33916760.000000 Penalty: 6158.560059
	Iteration 108Q: 3 clusters Score -3.391676e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152885 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -33916728.000000 Penalty: 6158.560059
	Iteration 109Q: 3 clusters Score -3.391673e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152920 members 
Mstep: Class 2 contains 93909 members 
Entering Unmasked Estep 
Score: -33916692.000000 Penalty: 6158.560059
	Iteration 110Q: 3 clusters Score -3.391669e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152972 members 
Mstep: Class 2 contains 93857 members 
Entering Unmasked Estep 
Score: -33916716.000000 Penalty: 6158.560059
	Iteration 111Q: 3 clusters Score -3.391672e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153031 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -33916728.000000 Penalty: 6158.560059
	Iteration 112Q: 3 clusters Score -3.391673e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153074 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -33916680.000000 Penalty: 6158.560059
	Iteration 113Q: 3 clusters Score -3.391668e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153118 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -33916736.000000 Penalty: 6158.560059
	Iteration 114Q: 3 clusters Score -3.391674e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153150 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -33916764.000000 Penalty: 6158.560059
	Iteration 115Q: 3 clusters Score -3.391676e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153184 members 
Mstep: Class 2 contains 93645 members 
Entering Unmasked Estep 
Score: -33916736.000000 Penalty: 6158.560059
	Iteration 116Q: 3 clusters Score -3.391674e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153208 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -33916760.000000 Penalty: 6158.560059
	Iteration 117Q: 3 clusters Score -3.391676e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 93596 members 
Entering Unmasked Estep 
Score: -33916768.000000 Penalty: 6158.560059
	Iteration 118Q: 3 clusters Score -3.391677e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153249 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -33916788.000000 Penalty: 6158.560059
	Iteration 119Q: 3 clusters Score -3.391679e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153265 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -33916824.000000 Penalty: 6158.560059
	Iteration 120F: 3 clusters Score -3.391682e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 93555 members 
Entering Unmasked Estep 
Score: -33916796.000000 Penalty: 6158.560059
	Iteration 121Q: 3 clusters Score -3.39168e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153287 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -33916808.000000 Penalty: 6158.560059
	Iteration 122Q: 3 clusters Score -3.391681e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153294 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -33916824.000000 Penalty: 6158.560059
	Iteration 123Q: 3 clusters Score -3.391682e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153305 members 
Mstep: Class 2 contains 93524 members 
Entering Unmasked Estep 
Score: -33916840.000000 Penalty: 6158.560059
	Iteration 124Q: 3 clusters Score -3.391684e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153309 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -33916804.000000 Penalty: 6158.560059
	Iteration 125Q: 3 clusters Score -3.39168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153308 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -33916796.000000 Penalty: 6158.560059
	Iteration 126Q: 3 clusters Score -3.39168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153329 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -33916832.000000 Penalty: 6158.560059
	Iteration 127Q: 3 clusters Score -3.391683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153346 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -33916824.000000 Penalty: 6158.560059
	Iteration 128Q: 3 clusters Score -3.391682e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153360 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -33916832.000000 Penalty: 6158.560059
	Iteration 129Q: 3 clusters Score -3.391683e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153386 members 
Mstep: Class 2 contains 93443 members 
Entering Unmasked Estep 
Score: -33916844.000000 Penalty: 6158.560059
	Iteration 130Q: 3 clusters Score -3.391684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153405 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -33916808.000000 Penalty: 6158.560059
	Iteration 131Q: 3 clusters Score -3.391681e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153436 members 
Mstep: Class 2 contains 93393 members 
Entering Unmasked Estep 
Score: -33916816.000000 Penalty: 6158.560059
	Iteration 132Q: 3 clusters Score -3.391682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153457 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -33916848.000000 Penalty: 6158.560059
	Iteration 133Q: 3 clusters Score -3.391685e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153484 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -33916860.000000 Penalty: 6158.560059
	Iteration 134Q: 3 clusters Score -3.391686e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153503 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -33916900.000000 Penalty: 6158.560059
	Iteration 135Q: 3 clusters Score -3.39169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153519 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -33916916.000000 Penalty: 6158.560059
	Iteration 136Q: 3 clusters Score -3.391692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153530 members 
Mstep: Class 2 contains 93299 members 
Entering Unmasked Estep 
Score: -33916904.000000 Penalty: 6158.560059
	Iteration 137Q: 3 clusters Score -3.39169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153541 members 
Mstep: Class 2 contains 93288 members 
Entering Unmasked Estep 
Score: -33916888.000000 Penalty: 6158.560059
	Iteration 138Q: 3 clusters Score -3.391689e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153549 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -33916876.000000 Penalty: 6158.560059
	Iteration 139Q: 3 clusters Score -3.391688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153559 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -33916884.000000 Penalty: 6158.560059
	Iteration 140F: 3 clusters Score -3.391688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153561 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -33916884.000000 Penalty: 6158.560059
	Iteration 141Q: 3 clusters Score -3.391688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153562 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -33916876.000000 Penalty: 6158.560059
	Iteration 142Q: 3 clusters Score -3.391688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -33916884.000000 Penalty: 6158.560059
	Iteration 143Q: 3 clusters Score -3.391688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153571 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -33916868.000000 Penalty: 6158.560059
	Iteration 144Q: 3 clusters Score -3.391687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153579 members 
Mstep: Class 2 contains 93250 members 
Entering Unmasked Estep 
Score: -33916868.000000 Penalty: 6158.560059
	Iteration 145Q: 3 clusters Score -3.391687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153587 members 
Mstep: Class 2 contains 93242 members 
Entering Unmasked Estep 
Score: -33916876.000000 Penalty: 6158.560059
	Iteration 146Q: 3 clusters Score -3.391688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153593 members 
Mstep: Class 2 contains 93236 members 
Entering Unmasked Estep 
Score: -33916872.000000 Penalty: 6158.560059
	Iteration 147Q: 3 clusters Score -3.391687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153598 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
Score: -33916876.000000 Penalty: 6158.560059
	Iteration 148Q: 3 clusters Score -3.391688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153596 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -33916868.000000 Penalty: 6158.560059
	Iteration 149Q: 3 clusters Score -3.391687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153607 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -33916872.000000 Penalty: 6158.560059
	Iteration 150Q: 3 clusters Score -3.391687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153613 members 
Mstep: Class 2 contains 93216 members 
Entering Unmasked Estep 
Score: -33916860.000000 Penalty: 6158.560059
	Iteration 151Q: 3 clusters Score -3.391686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153617 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -33916888.000000 Penalty: 6158.560059
	Iteration 152Q: 3 clusters Score -3.391689e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153633 members 
Mstep: Class 2 contains 93196 members 
Entering Unmasked Estep 
Score: -33916904.000000 Penalty: 6158.560059
	Iteration 153Q: 3 clusters Score -3.39169e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153650 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -33916908.000000 Penalty: 6158.560059
	Iteration 154Q: 3 clusters Score -3.391691e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153670 members 
Mstep: Class 2 contains 93159 members 
Entering Unmasked Estep 
Score: -33916884.000000 Penalty: 6158.560059
	Iteration 155Q: 3 clusters Score -3.391688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153686 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -33916916.000000 Penalty: 6158.560059
	Iteration 156Q: 3 clusters Score -3.391692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153695 members 
Mstep: Class 2 contains 93134 members 
Entering Unmasked Estep 
Score: -33916912.000000 Penalty: 6158.560059
	Iteration 157Q: 3 clusters Score -3.391691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153706 members 
Mstep: Class 2 contains 93123 members 
Entering Unmasked Estep 
Score: -33916904.000000 Penalty: 6158.560059
	Iteration 158Q: 3 clusters Score -3.39169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153720 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -33916912.000000 Penalty: 6158.560059
	Iteration 159Q: 3 clusters Score -3.391691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153736 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -33916924.000000 Penalty: 6158.560059
	Iteration 160F: 3 clusters Score -3.391692e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3.391692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153755 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -33916920.000000 Penalty: 6158.560059
	Iteration 162Q: 3 clusters Score -3.391692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153769 members 
Mstep: Class 2 contains 93060 members 
Entering Unmasked Estep 
Score: -33916924.000000 Penalty: 6158.560059
	Iteration 163Q: 3 clusters Score -3.391692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153781 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -33916936.000000 Penalty: 6158.560059
	Iteration 164Q: 3 clusters Score -3.391694e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3.391692e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153796 members 
Mstep: Class 2 contains 93033 members 
Entering Unmasked Estep 
Score: -33916916.000000 Penalty: 6158.560059
	Iteration 166Q: 3 clusters Score -3.391692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -33916916.000000 Penalty: 6158.560059
	Iteration 167Q: 3 clusters Score -3.391692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153802 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -33916916.000000 Penalty: 6158.560059
	Iteration 168Q: 3 clusters Score -3.391692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153808 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -33916924.000000 Penalty: 6158.560059
	Iteration 169Q: 3 clusters Score -3.391692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153818 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -33916916.000000 Penalty: 6158.560059
	Iteration 170Q: 3 clusters Score -3.391692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153820 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -33916912.000000 Penalty: 6158.560059
	Iteration 171Q: 3 clusters Score -3.391691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153825 members 
Mstep: Class 2 contains 93004 members 
Entering Unmasked Estep 
Score: -33916928.000000 Penalty: 6158.560059
	Iteration 172Q: 3 clusters Score -3.391693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153828 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -33916916.000000 Penalty: 6158.560059
	Iteration 173Q: 3 clusters Score -3.391692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153834 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3.391692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153842 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -33916932.000000 Penalty: 6158.560059
	Iteration 175Q: 3 clusters Score -3.391693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153841 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3.391693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -33916920.000000 Penalty: 6158.560059
	Iteration 177Q: 3 clusters Score -3.391692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153847 members 
Mstep: Class 2 contains 92982 members 
Entering Unmasked Estep 
Score: -33916928.000000 Penalty: 6158.560059
	Iteration 178Q: 3 clusters Score -3.391693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -33916900.000000 Penalty: 6158.560059
	Iteration 179Q: 3 clusters Score -3.39169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 92955 members 
Entering Unmasked Estep 
Score: -33916908.000000 Penalty: 6158.560059
	Iteration 180F: 3 clusters Score -3.391691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153888 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3.39169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153897 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3.391692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3.391693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153918 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3.391693e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153927 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3.391693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153935 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3.391693e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 92885 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3.391696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 92884 members 
Entering Unmasked Estep 
Score: -33916960.000000 Penalty: 6158.560059
	Iteration 188Q: 3 clusters Score -3.391696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153948 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -33916964.000000 Penalty: 6158.560059
	Iteration 189Q: 3 clusters Score -3.391696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153952 members 
Mstep: Class 2 contains 92877 members 
Entering Unmasked Estep 
Score: -33916944.000000 Penalty: 6158.560059
	Iteration 190Q: 3 clusters Score -3.391694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153953 members 
Mstep: Class 2 contains 92876 members 
Entering Unmasked Estep 
Score: -33916940.000000 Penalty: 6158.560059
	Iteration 191Q: 3 clusters Score -3.391694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153953 members 
Mstep: Class 2 contains 92876 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3.391694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153956 members 
Mstep: Class 2 contains 92873 members 
Entering Unmasked Estep 
Score: -33916952.000000 Penalty: 6158.560059
	Iteration 193Q: 3 clusters Score -3.391695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153959 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3.391696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153959 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3.391694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153961 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3.391696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153964 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3.391696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 92864 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3.391699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153967 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -33916980.000000 Penalty: 6158.560059
	Iteration 199Q: 3 clusters Score -3.391698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153969 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -33916984.000000 Penalty: 6158.560059
	Iteration 200F: 3 clusters Score -3.391698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153972 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3.391698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3.391698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 92854 members 
Entering Unmasked Estep 
Score: -33916960.000000 Penalty: 6158.560059
	Iteration 203Q: 3 clusters Score -3.391696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153980 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -33916964.000000 Penalty: 6158.560059
	Iteration 204Q: 3 clusters Score -3.391696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153986 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -33916968.000000 Penalty: 6158.560059
	Iteration 205Q: 3 clusters Score -3.391697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153991 members 
Mstep: Class 2 contains 92838 members 
Entering Unmasked Estep 
Score: -33916960.000000 Penalty: 6158.560059
	Iteration 206Q: 3 clusters Score -3.391696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153998 members 
Mstep: Class 2 contains 92831 members 
Entering Unmasked Estep 
Score: -33916960.000000 Penalty: 6158.560059
	Iteration 207Q: 3 clusters Score -3.391696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154005 members 
Mstep: Class 2 contains 92824 members 
Entering Unmasked Estep 
Score: -33916964.000000 Penalty: 6158.560059
	Iteration 208Q: 3 clusters Score -3.391696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154016 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -33916952.000000 Penalty: 6158.560059
	Iteration 209Q: 3 clusters Score -3.391695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 92814 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -3.391696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -33916972.000000 Penalty: 6158.560059
	Iteration 211Q: 3 clusters Score -3.391697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154024 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -33916952.000000 Penalty: 6158.560059
	Iteration 212Q: 3 clusters Score -3.391695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154029 members 
Mstep: Class 2 contains 92800 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3.391697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 92798 members 
Entering Unmasked Estep 
Score: -33916968.000000 Penalty: 6158.560059
	Iteration 214Q: 3 clusters Score -3.391697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154034 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -33916956.000000 Penalty: 6158.560059
	Iteration 215Q: 3 clusters Score -3.391696e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 92794 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -3.391696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 92794 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3.391696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -33916960.000000 Penalty: 6158.560059
	Iteration 218Q: 3 clusters Score -3.391696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154048 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -33916956.000000 Penalty: 6158.560059
	Iteration 219Q: 3 clusters Score -3.391696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154055 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -33916928.000000 Penalty: 6158.560059
	Iteration 220F: 3 clusters Score -3.391693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 92770 members 
Entering Unmasked Estep 
Score: -33916920.000000 Penalty: 6158.560059
	Iteration 221Q: 3 clusters Score -3.391692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -33916924.000000 Penalty: 6158.560059
	Iteration 222Q: 3 clusters Score -3.391692e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 92755 members 
Entering Unmasked Estep 
Score: -33916920.000000 Penalty: 6158.560059
	Iteration 223Q: 3 clusters Score -3.391692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Mstep: Class 2 contains 92748 members 
Entering Unmasked Estep 
Score: -33916916.000000 Penalty: 6158.560059
	Iteration 224Q: 3 clusters Score -3.391692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154090 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -33916928.000000 Penalty: 6158.560059
	Iteration 225Q: 3 clusters Score -3.391693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 92736 members 
Entering Unmasked Estep 
Score: -33916920.000000 Penalty: 6158.560059
	Iteration 226Q: 3 clusters Score -3.391692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154100 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -33916916.000000 Penalty: 6158.560059
	Iteration 227Q: 3 clusters Score -3.391692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154107 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -33916908.000000 Penalty: 6158.560059
	Iteration 228Q: 3 clusters Score -3.391691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -33916924.000000 Penalty: 6158.560059
	Iteration 229Q: 3 clusters Score -3.391692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154123 members 
Mstep: Class 2 contains 92706 members 
Entering Unmasked Estep 
Score: -33916924.000000 Penalty: 6158.560059
	Iteration 230Q: 3 clusters Score -3.391692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154125 members 
Mstep: Class 2 contains 92704 members 
Entering Unmasked Estep 
Score: -33916924.000000 Penalty: 6158.560059
	Iteration 231Q: 3 clusters Score -3.391692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154126 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -33916920.000000 Penalty: 6158.560059
	Iteration 232Q: 3 clusters Score -3.391692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154130 members 
Mstep: Class 2 contains 92699 members 
Entering Unmasked Estep 
Score: -33916932.000000 Penalty: 6158.560059
	Iteration 233Q: 3 clusters Score -3.391693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154136 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -33916920.000000 Penalty: 6158.560059
	Iteration 234Q: 3 clusters Score -3.391692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154143 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -33916920.000000 Penalty: 6158.560059
	Iteration 235Q: 3 clusters Score -3.391692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154149 members 
Mstep: Class 2 contains 92680 members 
Entering Unmasked Estep 
Score: -33916932.000000 Penalty: 6158.560059
	Iteration 236Q: 3 clusters Score -3.391693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154156 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -33916928.000000 Penalty: 6158.560059
	Iteration 237Q: 3 clusters Score -3.391693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154163 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -33916944.000000 Penalty: 6158.560059
	Iteration 238Q: 3 clusters Score -3.391694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154172 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -33916940.000000 Penalty: 6158.560059
	Iteration 239Q: 3 clusters Score -3.391694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 92646 members 
Entering Unmasked Estep 
Score: -33916964.000000 Penalty: 6158.560059
	Iteration 240F: 3 clusters Score -3.391696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -33916956.000000 Penalty: 6158.560059
	Iteration 241Q: 3 clusters Score -3.391696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 92629 members 
Entering Unmasked Estep 
Score: -33916924.000000 Penalty: 6158.560059
	Iteration 242Q: 3 clusters Score -3.391692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154208 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -33916940.000000 Penalty: 6158.560059
	Iteration 243Q: 3 clusters Score -3.391694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154216 members 
Mstep: Class 2 contains 92613 members 
Entering Unmasked Estep 
Score: -33916936.000000 Penalty: 6158.560059
	Iteration 244Q: 3 clusters Score -3.391694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154226 members 
Mstep: Class 2 contains 92603 members 
Entering Unmasked Estep 
Score: -33916948.000000 Penalty: 6158.560059
	Iteration 245Q: 3 clusters Score -3.391695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154240 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -33916924.000000 Penalty: 6158.560059
	Iteration 246Q: 3 clusters Score -3.391692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154252 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -33916932.000000 Penalty: 6158.560059
	Iteration 247Q: 3 clusters Score -3.391693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154259 members 
Mstep: Class 2 contains 92570 members 
Entering Unmasked Estep 
Score: -33916932.000000 Penalty: 6158.560059
	Iteration 248Q: 3 clusters Score -3.391693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154273 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -33916960.000000 Penalty: 6158.560059
	Iteration 249Q: 3 clusters Score -3.391696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154281 members 
Mstep: Class 2 contains 92548 members 
Entering Unmasked Estep 
Score: -33916948.000000 Penalty: 6158.560059
	Iteration 250Q: 3 clusters Score -3.391695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154295 members 
Mstep: Class 2 contains 92534 members 
Entering Unmasked Estep 
Score: -33916936.000000 Penalty: 6158.560059
	Iteration 251Q: 3 clusters Score -3.391694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154309 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -33916916.000000 Penalty: 6158.560059
	Iteration 252Q: 3 clusters Score -3.391692e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154332 members 
Mstep: Class 2 contains 92497 members 
Entering Unmasked Estep 
Score: -33916924.000000 Penalty: 6158.560059
	Iteration 253Q: 3 clusters Score -3.391692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154349 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -33916928.000000 Penalty: 6158.560059
	Iteration 254Q: 3 clusters Score -3.391693e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154370 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -33916944.000000 Penalty: 6158.560059
	Iteration 255Q: 3 clusters Score -3.391694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154384 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -33916932.000000 Penalty: 6158.560059
	Iteration 256Q: 3 clusters Score -3.391693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154396 members 
Mstep: Class 2 contains 92433 members 
Entering Unmasked Estep 
Score: -33916960.000000 Penalty: 6158.560059
	Iteration 257Q: 3 clusters Score -3.391696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 92423 members 
Entering Unmasked Estep 
Score: -33916932.000000 Penalty: 6158.560059
	Iteration 258Q: 3 clusters Score -3.391693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154416 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -33916936.000000 Penalty: 6158.560059
	Iteration 259Q: 3 clusters Score -3.391694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154422 members 
Mstep: Class 2 contains 92407 members 
Entering Unmasked Estep 
Score: -33916944.000000 Penalty: 6158.560059
	Iteration 260F: 3 clusters Score -3.391694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154429 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -33916952.000000 Penalty: 6158.560059
	Iteration 261Q: 3 clusters Score -3.391695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154433 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -33916936.000000 Penalty: 6158.560059
	Iteration 262Q: 3 clusters Score -3.391694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154437 members 
Mstep: Class 2 contains 92392 members 
Entering Unmasked Estep 
Score: -33916940.000000 Penalty: 6158.560059
	Iteration 263Q: 3 clusters Score -3.391694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154443 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -33916936.000000 Penalty: 6158.560059
	Iteration 264Q: 3 clusters Score -3.391694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154452 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -33916948.000000 Penalty: 6158.560059
	Iteration 265Q: 3 clusters Score -3.391695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154458 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -33916948.000000 Penalty: 6158.560059
	Iteration 266Q: 3 clusters Score -3.391695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -33916944.000000 Penalty: 6158.560059
	Iteration 267Q: 3 clusters Score -3.391694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154461 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -33916940.000000 Penalty: 6158.560059
	Iteration 268Q: 3 clusters Score -3.391694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154465 members 
Mstep: Class 2 contains 92364 members 
Entering Unmasked Estep 
Score: -33916944.000000 Penalty: 6158.560059
	Iteration 269Q: 3 clusters Score -3.391694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -33916944.000000 Penalty: 6158.560059
	Iteration 270Q: 3 clusters Score -3.391694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -33916952.000000 Penalty: 6158.560059
	Iteration 271Q: 3 clusters Score -3.391695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154473 members 
Mstep: Class 2 contains 92356 members 
Entering Unmasked Estep 
Score: -33916948.000000 Penalty: 6158.560059
	Iteration 272Q: 3 clusters Score -3.391695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154475 members 
Mstep: Class 2 contains 92354 members 
Entering Unmasked Estep 
Score: -33916964.000000 Penalty: 6158.560059
	Iteration 273Q: 3 clusters Score -3.391696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154475 members 
Mstep: Class 2 contains 92354 members 
Entering Unmasked Estep 
Score: -33916964.000000 Penalty: 6158.560059
	Iteration 274F: 3 clusters Score -3.391696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Entering Unmasked Estep 
Score: -7293625.000000 Penalty: 2703.482178
	Iteration 0F: 2 clusters Score -7293625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -7257419.500000 Penalty: 5406.964355
	Iteration 0F: 3 clusters Score -7257420 nChanged 24899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -7271131.000000 Penalty: 5406.964355
	Iteration 1F: 3 clusters Score -7271131 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -7271750.500000 Penalty: 5406.964355
	Iteration 2Q: 3 clusters Score -7271750 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -7272332.000000 Penalty: 5406.964355
	Iteration 3Q: 3 clusters Score -7272332 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -7272857.000000 Penalty: 5406.964355
	Iteration 4Q: 3 clusters Score -7272857 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -7273426.000000 Penalty: 5406.964355
	Iteration 5Q: 3 clusters Score -7273426 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -7274036.500000 Penalty: 5406.964355
	Iteration 6Q: 3 clusters Score -7274036 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -7274707.000000 Penalty: 5406.964355
	Iteration 7Q: 3 clusters Score -7274707 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -7275539.000000 Penalty: 5406.964355
	Iteration 8Q: 3 clusters Score -7275539 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -7276726.000000 Penalty: 5406.964355
	Iteration 9Q: 3 clusters Score -7276726 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -7278415.000000 Penalty: 5406.964355
	Iteration 10Q: 3 clusters Score -7278415 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -7280291.000000 Penalty: 5406.964355
	Iteration 11F: 3 clusters Score -7280291 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -7281747.000000 Penalty: 5406.964355
	Iteration 12Q: 3 clusters Score -7281747 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -7282319.500000 Penalty: 5406.964355
	Iteration 13Q: 3 clusters Score -7282320 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -7282573.000000 Penalty: 5406.964355
	Iteration 14Q: 3 clusters Score -7282573 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -7282787.500000 Penalty: 5406.964355
	Iteration 15Q: 3 clusters Score -7282788 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -7282980.000000 Penalty: 5406.964355
	Iteration 16Q: 3 clusters Score -7282980 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7283182.000000 Penalty: 5406.964355
	Iteration 17Q: 3 clusters Score -7283182 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -7283402.500000 Penalty: 5406.964355
	Iteration 18Q: 3 clusters Score -7283402 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -7283681.500000 Penalty: 5406.964355
	Iteration 19Q: 3 clusters Score -7283682 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -7283964.000000 Penalty: 5406.964355
	Iteration 20F: 3 clusters Score -7283964 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -7284236.000000 Penalty: 5406.964355
	Iteration 21Q: 3 clusters Score -7284236 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -7284573.500000 Penalty: 5406.964355
	Iteration 22Q: 3 clusters Score -7284574 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -7284874.500000 Penalty: 5406.964355
	Iteration 23Q: 3 clusters Score -7284874 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -7285191.000000 Penalty: 5406.964355
	Iteration 24Q: 3 clusters Score -7285191 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -7285476.000000 Penalty: 5406.964355
	Iteration 25Q: 3 clusters Score -7285476 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -7285774.500000 Penalty: 5406.964355
	Iteration 26Q: 3 clusters Score -7285774 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -7286079.000000 Penalty: 5406.964355
	Iteration 27Q: 3 clusters Score -7286079 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -7286388.000000 Penalty: 5406.964355
	Iteration 28Q: 3 clusters Score -7286388 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -7286663.000000 Penalty: 5406.964355
	Iteration 29Q: 3 clusters Score -7286663 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -7287004.500000 Penalty: 5406.964355
	Iteration 30Q: 3 clusters Score -7287004 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -7287328.500000 Penalty: 5406.964355
	Iteration 31Q: 3 clusters Score -7287328 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -7287587.500000 Penalty: 5406.964355
	Iteration 32Q: 3 clusters Score -7287588 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -7287880.500000 Penalty: 5406.964355
	Iteration 33Q: 3 clusters Score -7287880 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -7288157.000000 Penalty: 5406.964355
	Iteration 34Q: 3 clusters Score -7288157 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -7288383.000000 Penalty: 5406.964355
	Iteration 35Q: 3 clusters Score -7288383 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -7288581.000000 Penalty: 5406.964355
	Iteration 36Q: 3 clusters Score -7288581 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -7288840.000000 Penalty: 5406.964355
	Iteration 37Q: 3 clusters Score -7288840 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -7289058.500000 Penalty: 5406.964355
	Iteration 38Q: 3 clusters Score -7289058 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -7289270.500000 Penalty: 5406.964355
	Iteration 39Q: 3 clusters Score -7289270 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -7289509.000000 Penalty: 5406.964355
	Iteration 40F: 3 clusters Score -7289509 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -7289706.000000 Penalty: 5406.964355
	Iteration 41Q: 3 clusters Score -7289706 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -7289890.000000 Penalty: 5406.964355
	Iteration 42Q: 3 clusters Score -7289890 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -7290112.000000 Penalty: 5406.964355
	Iteration 43Q: 3 clusters Score -7290112 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -7290288.500000 Penalty: 5406.964355
	Iteration 44Q: 3 clusters Score -7290288 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -7290426.000000 Penalty: 5406.964355
	Iteration 45Q: 3 clusters Score -7290426 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -7290583.500000 Penalty: 5406.964355
	Iteration 46Q: 3 clusters Score -7290584 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -7290745.500000 Penalty: 5406.964355
	Iteration 47Q: 3 clusters Score -7290746 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -7290882.500000 Penalty: 5406.964355
	Iteration 48Q: 3 clusters Score -7290882 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -7291047.000000 Penalty: 5406.964355
	Iteration 49Q: 3 clusters Score -7291047 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -7291119.000000 Penalty: 5406.964355
	Iteration 50Q: 3 clusters Score -7291119 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -7291230.500000 Penalty: 5406.964355
	Iteration 51Q: 3 clusters Score -7291230 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -7291333.500000 Penalty: 5406.964355
	Iteration 52Q: 3 clusters Score -7291334 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -7291381.500000 Penalty: 5406.964355
	Iteration 53Q: 3 clusters Score -7291382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -7291447.500000 Penalty: 5406.964355
	Iteration 54Q: 3 clusters Score -7291448 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -7291479.500000 Penalty: 5406.964355
	Iteration 55Q: 3 clusters Score -7291480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -7291503.500000 Penalty: 5406.964355
	Iteration 56Q: 3 clusters Score -7291504 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -7291520.500000 Penalty: 5406.964355
	Iteration 57Q: 3 clusters Score -7291520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -7291535.500000 Penalty: 5406.964355
	Iteration 58Q: 3 clusters Score -7291536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -7291551.000000 Penalty: 5406.964355
	Iteration 59Q: 3 clusters Score -7291551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -7291579.000000 Penalty: 5406.964355
	Iteration 60F: 3 clusters Score -7291579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -7291593.500000 Penalty: 5406.964355
	Iteration 61Q: 3 clusters Score -7291594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -7291592.500000 Penalty: 5406.964355
	Iteration 62Q: 3 clusters Score -7291592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -7291607.000000 Penalty: 5406.964355
	Iteration 63Q: 3 clusters Score -7291607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -7291604.500000 Penalty: 5406.964355
	Iteration 64Q: 3 clusters Score -7291604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -7291638.500000 Penalty: 5406.964355
	Iteration 65Q: 3 clusters Score -7291638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -7291635.000000 Penalty: 5406.964355
	Iteration 66Q: 3 clusters Score -7291635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -7291652.500000 Penalty: 5406.964355
	Iteration 67Q: 3 clusters Score -7291652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -7291659.000000 Penalty: 5406.964355
	Iteration 68Q: 3 clusters Score -7291659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -7291664.000000 Penalty: 5406.964355
	Iteration 69Q: 3 clusters Score -7291664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -7291666.000000 Penalty: 5406.964355
	Iteration 70Q: 3 clusters Score -7291666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -7291672.000000 Penalty: 5406.964355
	Iteration 71Q: 3 clusters Score -7291672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -7291673.000000 Penalty: 5406.964355
	Iteration 72Q: 3 clusters Score -7291673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -7291678.000000 Penalty: 5406.964355
	Iteration 73Q: 3 clusters Score -7291678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -7291689.500000 Penalty: 5406.964355
	Iteration 74Q: 3 clusters Score -7291690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -7291690.500000 Penalty: 5406.964355
	Iteration 75Q: 3 clusters Score -7291690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -7291697.000000 Penalty: 5406.964355
	Iteration 76Q: 3 clusters Score -7291697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -7291691.500000 Penalty: 5406.964355
	Iteration 77Q: 3 clusters Score -7291692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -7291699.500000 Penalty: 5406.964355
	Iteration 78Q: 3 clusters Score -7291700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -7291698.000000 Penalty: 5406.964355
	Iteration 79Q: 3 clusters Score -7291698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -7291702.500000 Penalty: 5406.964355
	Iteration 80F: 3 clusters Score -7291702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -7291699.000000 Penalty: 5406.964355
	Iteration 81Q: 3 clusters Score -7291699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -7291704.000000 Penalty: 5406.964355
	Iteration 82Q: 3 clusters Score -7291704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -7291693.500000 Penalty: 5406.964355
	Iteration 83Q: 3 clusters Score -7291694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -7291693.000000 Penalty: 5406.964355
	Iteration 84Q: 3 clusters Score -7291693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -7291693.000000 Penalty: 5406.964355
	Iteration 85F: 3 clusters Score -7291693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Entering Unmasked Estep 
Score: -5676980.500000 Penalty: 2632.821777
	Iteration 0F: 2 clusters Score -5676980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -5649218.500000 Penalty: 5265.643555
	Iteration 0F: 3 clusters Score -5649218 nChanged 18739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -5659648.500000 Penalty: 5265.643555
	Iteration 1F: 3 clusters Score -5659648 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -5660215.000000 Penalty: 5265.643555
	Iteration 2Q: 3 clusters Score -5660215 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -5660822.000000 Penalty: 5265.643555
	Iteration 3Q: 3 clusters Score -5660822 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -5661620.000000 Penalty: 5265.643555
	Iteration 4Q: 3 clusters Score -5661620 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -5662560.000000 Penalty: 5265.643555
	Iteration 5Q: 3 clusters Score -5662560 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -5663696.000000 Penalty: 5265.643555
	Iteration 6Q: 3 clusters Score -5663696 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -5664989.500000 Penalty: 5265.643555
	Iteration 7Q: 3 clusters Score -5664990 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -5666396.500000 Penalty: 5265.643555
	Iteration 8F: 3 clusters Score -5666396 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -5667891.000000 Penalty: 5265.643555
	Iteration 9F: 3 clusters Score -5667891 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -5669044.500000 Penalty: 5265.643555
	Iteration 10Q: 3 clusters Score -5669044 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -5669853.000000 Penalty: 5265.643555
	Iteration 11Q: 3 clusters Score -5669853 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -5670339.000000 Penalty: 5265.643555
	Iteration 12Q: 3 clusters Score -5670339 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -5670641.000000 Penalty: 5265.643555
	Iteration 13Q: 3 clusters Score -5670641 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -5670809.500000 Penalty: 5265.643555
	Iteration 14Q: 3 clusters Score -5670810 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -5670909.000000 Penalty: 5265.643555
	Iteration 15Q: 3 clusters Score -5670909 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -5671033.500000 Penalty: 5265.643555
	Iteration 16Q: 3 clusters Score -5671034 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -5671165.000000 Penalty: 5265.643555
	Iteration 17Q: 3 clusters Score -5671165 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -5671286.000000 Penalty: 5265.643555
	Iteration 18Q: 3 clusters Score -5671286 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -5671410.500000 Penalty: 5265.643555
	Iteration 19Q: 3 clusters Score -5671410 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -5671535.500000 Penalty: 5265.643555
	Iteration 20F: 3 clusters Score -5671536 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -5671647.000000 Penalty: 5265.643555
	Iteration 21Q: 3 clusters Score -5671647 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -5671761.000000 Penalty: 5265.643555
	Iteration 22Q: 3 clusters Score -5671761 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -5671886.000000 Penalty: 5265.643555
	Iteration 23Q: 3 clusters Score -5671886 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -5672010.500000 Penalty: 5265.643555
	Iteration 24Q: 3 clusters Score -5672010 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -5672131.500000 Penalty: 5265.643555
	Iteration 25Q: 3 clusters Score -5672132 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -5672239.500000 Penalty: 5265.643555
	Iteration 26Q: 3 clusters Score -5672240 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -5672358.000000 Penalty: 5265.643555
	Iteration 27Q: 3 clusters Score -5672358 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -5672494.500000 Penalty: 5265.643555
	Iteration 28Q: 3 clusters Score -5672494 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -5672615.500000 Penalty: 5265.643555
	Iteration 29Q: 3 clusters Score -5672616 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -5672738.000000 Penalty: 5265.643555
	Iteration 30Q: 3 clusters Score -5672738 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -5672890.500000 Penalty: 5265.643555
	Iteration 31Q: 3 clusters Score -5672890 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -5673027.500000 Penalty: 5265.643555
	Iteration 32Q: 3 clusters Score -5673028 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -5673170.500000 Penalty: 5265.643555
	Iteration 33Q: 3 clusters Score -5673170 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -5673363.500000 Penalty: 5265.643555
	Iteration 34Q: 3 clusters Score -5673364 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5673546.000000 Penalty: 5265.643555
	Iteration 35Q: 3 clusters Score -5673546 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5673706.500000 Penalty: 5265.643555
	Iteration 36Q: 3 clusters Score -5673706 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -5673825.000000 Penalty: 5265.643555
	Iteration 37Q: 3 clusters Score -5673825 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -5673946.000000 Penalty: 5265.643555
	Iteration 38Q: 3 clusters Score -5673946 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -5674028.000000 Penalty: 5265.643555
	Iteration 39Q: 3 clusters Score -5674028 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -5674119.500000 Penalty: 5265.643555
	Iteration 40F: 3 clusters Score -5674120 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -5674186.500000 Penalty: 5265.643555
	Iteration 41Q: 3 clusters Score -5674186 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5674269.000000 Penalty: 5265.643555
	Iteration 42Q: 3 clusters Score -5674269 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5674318.500000 Penalty: 5265.643555
	Iteration 43Q: 3 clusters Score -5674318 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -5674386.000000 Penalty: 5265.643555
	Iteration 44Q: 3 clusters Score -5674386 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5674428.000000 Penalty: 5265.643555
	Iteration 45Q: 3 clusters Score -5674428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -5674466.500000 Penalty: 5265.643555
	Iteration 46Q: 3 clusters Score -5674466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -5674498.500000 Penalty: 5265.643555
	Iteration 47Q: 3 clusters Score -5674498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -5674519.500000 Penalty: 5265.643555
	Iteration 48Q: 3 clusters Score -5674520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -5674531.500000 Penalty: 5265.643555
	Iteration 49Q: 3 clusters Score -5674532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -5674545.500000 Penalty: 5265.643555
	Iteration 50Q: 3 clusters Score -5674546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -5674565.000000 Penalty: 5265.643555
	Iteration 51Q: 3 clusters Score -5674565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -5674585.000000 Penalty: 5265.643555
	Iteration 52Q: 3 clusters Score -5674585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -5674595.500000 Penalty: 5265.643555
	Iteration 53Q: 3 clusters Score -5674596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -5674612.500000 Penalty: 5265.643555
	Iteration 54Q: 3 clusters Score -5674612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -5674615.000000 Penalty: 5265.643555
	Iteration 55Q: 3 clusters Score -5674615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -5674626.500000 Penalty: 5265.643555
	Iteration 56Q: 3 clusters Score -5674626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5674637.000000 Penalty: 5265.643555
	Iteration 57Q: 3 clusters Score -5674637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -5674647.500000 Penalty: 5265.643555
	Iteration 58Q: 3 clusters Score -5674648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -5674654.000000 Penalty: 5265.643555
	Iteration 59Q: 3 clusters Score -5674654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -5674653.000000 Penalty: 5265.643555
	Iteration 60F: 3 clusters Score -5674653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5674660.500000 Penalty: 5265.643555
	Iteration 61Q: 3 clusters Score -5674660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -5674662.500000 Penalty: 5265.643555
	Iteration 62Q: 3 clusters Score -5674662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -5674662.000000 Penalty: 5265.643555
	Iteration 63Q: 3 clusters Score -5674662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -5674667.000000 Penalty: 5265.643555
	Iteration 64Q: 3 clusters Score -5674667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -5674667.500000 Penalty: 5265.643555
	Iteration 65Q: 3 clusters Score -5674668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -5674665.500000 Penalty: 5265.643555
	Iteration 66Q: 3 clusters Score -5674666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -5674668.000000 Penalty: 5265.643555
	Iteration 67Q: 3 clusters Score -5674668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -5674667.500000 Penalty: 5265.643555
	Iteration 68Q: 3 clusters Score -5674668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -5674667.500000 Penalty: 5265.643555
	Iteration 69Q: 3 clusters Score -5674668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -5674667.500000 Penalty: 5265.643555
	Iteration 70F: 3 clusters Score -5674668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Entering Unmasked Estep 
Score: -1089993.250000 Penalty: 2233.127197
	Iteration 0F: 2 clusters Score -1089993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1083457.000000 Penalty: 4466.254395
	Iteration 0F: 3 clusters Score -1083457 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1085378.125000 Penalty: 4466.254395
	Iteration 1F: 3 clusters Score -1085378 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1085651.375000 Penalty: 4466.254395
	Iteration 2F: 3 clusters Score -1085651 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1085832.125000 Penalty: 4466.254395
	Iteration 3Q: 3 clusters Score -1085832 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1085985.000000 Penalty: 4466.254395
	Iteration 4Q: 3 clusters Score -1085985 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1086129.625000 Penalty: 4466.254395
	Iteration 5Q: 3 clusters Score -1086130 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1086261.000000 Penalty: 4466.254395
	Iteration 6Q: 3 clusters Score -1086261 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1086364.625000 Penalty: 4466.254395
	Iteration 7Q: 3 clusters Score -1086365 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1086445.250000 Penalty: 4466.254395
	Iteration 8Q: 3 clusters Score -1086445 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1086511.625000 Penalty: 4466.254395
	Iteration 9Q: 3 clusters Score -1086512 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1086585.750000 Penalty: 4466.254395
	Iteration 10Q: 3 clusters Score -1086586 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1086652.375000 Penalty: 4466.254395
	Iteration 11Q: 3 clusters Score -1086652 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1086716.375000 Penalty: 4466.254395
	Iteration 12Q: 3 clusters Score -1086716 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1086764.625000 Penalty: 4466.254395
	Iteration 13Q: 3 clusters Score -1086765 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1086817.750000 Penalty: 4466.254395
	Iteration 14Q: 3 clusters Score -1086818 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1086874.125000 Penalty: 4466.254395
	Iteration 15Q: 3 clusters Score -1086874 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1086933.000000 Penalty: 4466.254395
	Iteration 16Q: 3 clusters Score -1086933 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1086998.125000 Penalty: 4466.254395
	Iteration 17Q: 3 clusters Score -1086998 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1087055.875000 Penalty: 4466.254395
	Iteration 18Q: 3 clusters Score -1087056 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1087115.500000 Penalty: 4466.254395
	Iteration 19Q: 3 clusters Score -1087116 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1087164.625000 Penalty: 4466.254395
	Iteration 20F: 3 clusters Score -1087165 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1087201.750000 Penalty: 4466.254395
	Iteration 21Q: 3 clusters Score -1087202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1087233.750000 Penalty: 4466.254395
	Iteration 22Q: 3 clusters Score -1087234 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1087266.875000 Penalty: 4466.254395
	Iteration 23Q: 3 clusters Score -1087267 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1087298.625000 Penalty: 4466.254395
	Iteration 24Q: 3 clusters Score -1087299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1087319.625000 Penalty: 4466.254395
	Iteration 25Q: 3 clusters Score -1087320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1087342.750000 Penalty: 4466.254395
	Iteration 26Q: 3 clusters Score -1087343 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1087367.125000 Penalty: 4466.254395
	Iteration 27Q: 3 clusters Score -1087367 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1087381.750000 Penalty: 4466.254395
	Iteration 28Q: 3 clusters Score -1087382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1087396.000000 Penalty: 4466.254395
	Iteration 29Q: 3 clusters Score -1087396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1087406.250000 Penalty: 4466.254395
	Iteration 30Q: 3 clusters Score -1087406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1087416.500000 Penalty: 4466.254395
	Iteration 31Q: 3 clusters Score -1087416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1087430.125000 Penalty: 4466.254395
	Iteration 32Q: 3 clusters Score -1087430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1087440.875000 Penalty: 4466.254395
	Iteration 33Q: 3 clusters Score -1087441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1087455.000000 Penalty: 4466.254395
	Iteration 34Q: 3 clusters Score -1087455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1087461.750000 Penalty: 4466.254395
	Iteration 35Q: 3 clusters Score -1087462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1087471.625000 Penalty: 4466.254395
	Iteration 36Q: 3 clusters Score -1087472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1087476.625000 Penalty: 4466.254395
	Iteration 37Q: 3 clusters Score -1087477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1087483.000000 Penalty: 4466.254395
	Iteration 38Q: 3 clusters Score -1087483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1087492.000000 Penalty: 4466.254395
	Iteration 39Q: 3 clusters Score -1087492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1087498.000000 Penalty: 4466.254395
	Iteration 40F: 3 clusters Score -1087498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1087502.875000 Penalty: 4466.254395
	Iteration 41Q: 3 clusters Score -1087503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1087512.125000 Penalty: 4466.254395
	Iteration 42Q: 3 clusters Score -1087512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1087522.000000 Penalty: 4466.254395
	Iteration 43Q: 3 clusters Score -1087522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1087533.250000 Penalty: 4466.254395
	Iteration 44Q: 3 clusters Score -1087533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1087544.875000 Penalty: 4466.254395
	Iteration 45Q: 3 clusters Score -1087545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1087553.125000 Penalty: 4466.254395
	Iteration 46Q: 3 clusters Score -1087553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1087565.000000 Penalty: 4466.254395
	Iteration 47Q: 3 clusters Score -1087565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1087573.750000 Penalty: 4466.254395
	Iteration 48Q: 3 clusters Score -1087574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1087584.250000 Penalty: 4466.254395
	Iteration 49Q: 3 clusters Score -1087584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1087592.125000 Penalty: 4466.254395
	Iteration 50Q: 3 clusters Score -1087592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1087607.750000 Penalty: 4466.254395
	Iteration 51Q: 3 clusters Score -1087608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1087620.000000 Penalty: 4466.254395
	Iteration 52Q: 3 clusters Score -1087620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1087630.250000 Penalty: 4466.254395
	Iteration 53Q: 3 clusters Score -1087630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1087645.000000 Penalty: 4466.254395
	Iteration 54Q: 3 clusters Score -1087645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1087654.125000 Penalty: 4466.254395
	Iteration 55Q: 3 clusters Score -1087654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1087664.625000 Penalty: 4466.254395
	Iteration 56Q: 3 clusters Score -1087665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1087675.125000 Penalty: 4466.254395
	Iteration 57Q: 3 clusters Score -1087675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1087682.000000 Penalty: 4466.254395
	Iteration 58Q: 3 clusters Score -1087682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1087680.375000 Penalty: 4466.254395
	Iteration 59Q: 3 clusters Score -1087680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1087688.625000 Penalty: 4466.254395
	Iteration 60F: 3 clusters Score -1087689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1087694.125000 Penalty: 4466.254395
	Iteration 61Q: 3 clusters Score -1087694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1087699.500000 Penalty: 4466.254395
	Iteration 62Q: 3 clusters Score -1087700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1087706.625000 Penalty: 4466.254395
	Iteration 63Q: 3 clusters Score -1087707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1087710.875000 Penalty: 4466.254395
	Iteration 64Q: 3 clusters Score -1087711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1087715.375000 Penalty: 4466.254395
	Iteration 65Q: 3 clusters Score -1087715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1087719.750000 Penalty: 4466.254395
	Iteration 66Q: 3 clusters Score -1087720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1087719.375000 Penalty: 4466.254395
	Iteration 67Q: 3 clusters Score -1087719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1087726.875000 Penalty: 4466.254395
	Iteration 68Q: 3 clusters Score -1087727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1087736.250000 Penalty: 4466.254395
	Iteration 69Q: 3 clusters Score -1087736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1087741.875000 Penalty: 4466.254395
	Iteration 70Q: 3 clusters Score -1087742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1087745.750000 Penalty: 4466.254395
	Iteration 71Q: 3 clusters Score -1087746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1087750.250000 Penalty: 4466.254395
	Iteration 72Q: 3 clusters Score -1087750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1087756.125000 Penalty: 4466.254395
	Iteration 73Q: 3 clusters Score -1087756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1087762.250000 Penalty: 4466.254395
	Iteration 74Q: 3 clusters Score -1087762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1087769.000000 Penalty: 4466.254395
	Iteration 75Q: 3 clusters Score -1087769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1087778.625000 Penalty: 4466.254395
	Iteration 76Q: 3 clusters Score -1087779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1087781.875000 Penalty: 4466.254395
	Iteration 77Q: 3 clusters Score -1087782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1087782.875000 Penalty: 4466.254395
	Iteration 78Q: 3 clusters Score -1087783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1087787.125000 Penalty: 4466.254395
	Iteration 79Q: 3 clusters Score -1087787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1087789.500000 Penalty: 4466.254395
	Iteration 80F: 3 clusters Score -1087790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1087789.875000 Penalty: 4466.254395
	Iteration 81Q: 3 clusters Score -1087790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1087793.375000 Penalty: 4466.254395
	Iteration 82Q: 3 clusters Score -1087793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1087797.750000 Penalty: 4466.254395
	Iteration 83Q: 3 clusters Score -1087798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1087800.250000 Penalty: 4466.254395
	Iteration 84Q: 3 clusters Score -1087800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1087802.875000 Penalty: 4466.254395
	Iteration 85Q: 3 clusters Score -1087803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1087806.750000 Penalty: 4466.254395
	Iteration 86Q: 3 clusters Score -1087807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1087811.750000 Penalty: 4466.254395
	Iteration 87Q: 3 clusters Score -1087812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1087815.625000 Penalty: 4466.254395
	Iteration 88Q: 3 clusters Score -1087816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1087821.375000 Penalty: 4466.254395
	Iteration 89Q: 3 clusters Score -1087821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1087823.875000 Penalty: 4466.254395
	Iteration 90Q: 3 clusters Score -1087824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1087825.500000 Penalty: 4466.254395
	Iteration 91Q: 3 clusters Score -1087826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1087828.375000 Penalty: 4466.254395
	Iteration 92Q: 3 clusters Score -1087828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1087831.250000 Penalty: 4466.254395
	Iteration 93Q: 3 clusters Score -1087831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1087831.125000 Penalty: 4466.254395
	Iteration 94Q: 3 clusters Score -1087831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1087832.125000 Penalty: 4466.254395
	Iteration 95Q: 3 clusters Score -1087832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1087835.250000 Penalty: 4466.254395
	Iteration 96Q: 3 clusters Score -1087835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1087839.500000 Penalty: 4466.254395
	Iteration 97Q: 3 clusters Score -1087840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1087847.125000 Penalty: 4466.254395
	Iteration 98Q: 3 clusters Score -1087847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1087852.500000 Penalty: 4466.254395
	Iteration 99Q: 3 clusters Score -1087852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1087866.500000 Penalty: 4466.254395
	Iteration 100F: 3 clusters Score -1087866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1087876.375000 Penalty: 4466.254395
	Iteration 101Q: 3 clusters Score -1087876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1087887.875000 Penalty: 4466.254395
	Iteration 102Q: 3 clusters Score -1087888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1087896.375000 Penalty: 4466.254395
	Iteration 103Q: 3 clusters Score -1087896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1087900.750000 Penalty: 4466.254395
	Iteration 104Q: 3 clusters Score -1087901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1087902.125000 Penalty: 4466.254395
	Iteration 105Q: 3 clusters Score -1087902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1087906.375000 Penalty: 4466.254395
	Iteration 106Q: 3 clusters Score -1087906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1087911.250000 Penalty: 4466.254395
	Iteration 107Q: 3 clusters Score -1087911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1087918.375000 Penalty: 4466.254395
	Iteration 108Q: 3 clusters Score -1087918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1087922.750000 Penalty: 4466.254395
	Iteration 109Q: 3 clusters Score -1087923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1087925.375000 Penalty: 4466.254395
	Iteration 110Q: 3 clusters Score -1087925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1087930.875000 Penalty: 4466.254395
	Iteration 111Q: 3 clusters Score -1087931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1087940.250000 Penalty: 4466.254395
	Iteration 112Q: 3 clusters Score -1087940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1087939.750000 Penalty: 4466.254395
	Iteration 113Q: 3 clusters Score -1087940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1087941.000000 Penalty: 4466.254395
	Iteration 114Q: 3 clusters Score -1087941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1087943.000000 Penalty: 4466.254395
	Iteration 115Q: 3 clusters Score -1087943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1087942.750000 Penalty: 4466.254395
	Iteration 116Q: 3 clusters Score -1087943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1087944.375000 Penalty: 4466.254395
	Iteration 117Q: 3 clusters Score -1087944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1087942.250000 Penalty: 4466.254395
	Iteration 118Q: 3 clusters Score -1087942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1087942.375000 Penalty: 4466.254395
	Iteration 119Q: 3 clusters Score -1087942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1087944.250000 Penalty: 4466.254395
	Iteration 120F: 3 clusters Score -1087944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1087945.875000 Penalty: 4466.254395
	Iteration 121Q: 3 clusters Score -1087946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1087948.250000 Penalty: 4466.254395
	Iteration 122Q: 3 clusters Score -1087948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1087947.500000 Penalty: 4466.254395
	Iteration 123Q: 3 clusters Score -1087948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1087947.750000 Penalty: 4466.254395
	Iteration 124Q: 3 clusters Score -1087948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1087947.750000 Penalty: 4466.254395
	Iteration 125F: 3 clusters Score -1087948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Entering Unmasked Estep 
Score: -1333167.125000 Penalty: 2275.970459
	Iteration 0F: 2 clusters Score -1333167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1325701.625000 Penalty: 4551.940918
	Iteration 0F: 3 clusters Score -1325702 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1327776.250000 Penalty: 4551.940918
	Iteration 1F: 3 clusters Score -1327776 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1328073.500000 Penalty: 4551.940918
	Iteration 2F: 3 clusters Score -1328074 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1328256.000000 Penalty: 4551.940918
	Iteration 3Q: 3 clusters Score -1328256 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1328407.500000 Penalty: 4551.940918
	Iteration 4Q: 3 clusters Score -1328408 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1328525.750000 Penalty: 4551.940918
	Iteration 5Q: 3 clusters Score -1328526 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1328643.250000 Penalty: 4551.940918
	Iteration 6Q: 3 clusters Score -1328643 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1328774.125000 Penalty: 4551.940918
	Iteration 7Q: 3 clusters Score -1328774 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1328902.625000 Penalty: 4551.940918
	Iteration 8Q: 3 clusters Score -1328903 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1329068.625000 Penalty: 4551.940918
	Iteration 9Q: 3 clusters Score -1329069 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1329282.625000 Penalty: 4551.940918
	Iteration 10Q: 3 clusters Score -1329283 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1329518.000000 Penalty: 4551.940918
	Iteration 11Q: 3 clusters Score -1329518 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1329766.250000 Penalty: 4551.940918
	Iteration 12Q: 3 clusters Score -1329766 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1330030.500000 Penalty: 4551.940918
	Iteration 13Q: 3 clusters Score -1330030 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1330303.750000 Penalty: 4551.940918
	Iteration 14Q: 3 clusters Score -1330304 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1330537.375000 Penalty: 4551.940918
	Iteration 15Q: 3 clusters Score -1330537 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1330739.500000 Penalty: 4551.940918
	Iteration 16Q: 3 clusters Score -1330740 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1330862.375000 Penalty: 4551.940918
	Iteration 17Q: 3 clusters Score -1330862 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1330960.250000 Penalty: 4551.940918
	Iteration 18Q: 3 clusters Score -1330960 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1331031.500000 Penalty: 4551.940918
	Iteration 19Q: 3 clusters Score -1331032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1331076.625000 Penalty: 4551.940918
	Iteration 20F: 3 clusters Score -1331077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1331127.125000 Penalty: 4551.940918
	Iteration 21Q: 3 clusters Score -1331127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1331146.625000 Penalty: 4551.940918
	Iteration 22Q: 3 clusters Score -1331147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1331160.375000 Penalty: 4551.940918
	Iteration 23Q: 3 clusters Score -1331160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1331175.375000 Penalty: 4551.940918
	Iteration 24Q: 3 clusters Score -1331175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1331188.375000 Penalty: 4551.940918
	Iteration 25Q: 3 clusters Score -1331188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1331197.250000 Penalty: 4551.940918
	Iteration 26Q: 3 clusters Score -1331197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1331202.625000 Penalty: 4551.940918
	Iteration 27Q: 3 clusters Score -1331203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1331205.500000 Penalty: 4551.940918
	Iteration 28Q: 3 clusters Score -1331206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1331205.500000 Penalty: 4551.940918
	Iteration 29Q: 3 clusters Score -1331206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1331209.750000 Penalty: 4551.940918
	Iteration 30Q: 3 clusters Score -1331210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1331214.875000 Penalty: 4551.940918
	Iteration 31Q: 3 clusters Score -1331215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1331215.875000 Penalty: 4551.940918
	Iteration 32Q: 3 clusters Score -1331216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1331215.875000 Penalty: 4551.940918
	Iteration 33F: 3 clusters Score -1331216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -92901.117188 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -92901.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91197.828125 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -91197.83 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91614.421875 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -91614.42 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91782.000000 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -91782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -91920.546875 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -91920.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92060.984375 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -92060.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92199.835938 Penalty: 3301.736328
	Iteration 5F: 3 clusters Score -92199.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92339.296875 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -92339.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92430.460938 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -92430.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -92502.164062 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -92502.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -92591.492188 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -92591.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92668.531250 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -92668.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92786.117188 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -92786.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92817.265625 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -92817.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92817.265625 Penalty: 3301.736328
	Iteration 13F: 3 clusters Score -92817.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -69269.000000 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -69269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67720.257812 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -67720.26 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68021.867188 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -68021.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68121.835938 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -68121.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68186.632812 Penalty: 3162.856689
	Iteration 3Q: 3 clusters Score -68186.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68239.429688 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -68239.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68286.210938 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -68286.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68311.390625 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -68311.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68322.570312 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -68322.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68336.531250 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -68336.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68346.953125 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -68346.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68354.171875 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -68354.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68382.210938 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -68382.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68433.851562 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -68433.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68466.992188 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -68466.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68491.195312 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -68491.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68515.343750 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -68515.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68527.695312 Penalty: 3162.856689
	Iteration 16Q: 3 clusters Score -68527.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68556.781250 Penalty: 3162.856689
	Iteration 17Q: 3 clusters Score -68556.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68582.273438 Penalty: 3162.856689
	Iteration 18Q: 3 clusters Score -68582.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68600.726562 Penalty: 3162.856689
	Iteration 19Q: 3 clusters Score -68600.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68610.960938 Penalty: 3162.856689
	Iteration 20F: 3 clusters Score -68610.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68613.859375 Penalty: 3162.856689
	Iteration 21Q: 3 clusters Score -68613.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68617.101562 Penalty: 3162.856689
	Iteration 22Q: 3 clusters Score -68617.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68617.101562 Penalty: 3162.856689
	Iteration 23F: 3 clusters Score -68617.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -163212.343750 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -163212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -161083.359375 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -161083.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -161383.984375 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -161384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161484.234375 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -161484.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161591.093750 Penalty: 3530.536133
	Iteration 3Q: 3 clusters Score -161591.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -161721.906250 Penalty: 3530.536133
	Iteration 4Q: 3 clusters Score -161721.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -161763.046875 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -161763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -161798.328125 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -161798.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -161824.781250 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -161824.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -161857.000000 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -161857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -161880.296875 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -161880.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -161903.078125 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -161903.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -161927.984375 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -161928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -161951.171875 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -161951.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -161967.406250 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -161967.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -161985.453125 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -161985.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -161997.546875 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -161997.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -162003.921875 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -162003.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -162021.234375 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -162021.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -162037.750000 Penalty: 3530.536133
	Iteration 18Q: 3 clusters Score -162037.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -162050.109375 Penalty: 3530.536133
	Iteration 19Q: 3 clusters Score -162050.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -162063.687500 Penalty: 3530.536133
	Iteration 20F: 3 clusters Score -162063.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -162081.890625 Penalty: 3530.536133
	Iteration 21Q: 3 clusters Score -162081.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -162099.359375 Penalty: 3530.536133
	Iteration 22Q: 3 clusters Score -162099.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -162127.859375 Penalty: 3530.536133
	Iteration 23Q: 3 clusters Score -162127.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -162156.078125 Penalty: 3530.536133
	Iteration 24Q: 3 clusters Score -162156.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -162171.531250 Penalty: 3530.536133
	Iteration 25Q: 3 clusters Score -162171.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -162201.234375 Penalty: 3530.536133
	Iteration 26Q: 3 clusters Score -162201.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -162211.812500 Penalty: 3530.536133
	Iteration 27Q: 3 clusters Score -162211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -162217.781250 Penalty: 3530.536133
	Iteration 28Q: 3 clusters Score -162217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -162221.328125 Penalty: 3530.536133
	Iteration 29Q: 3 clusters Score -162221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -162222.828125 Penalty: 3530.536133
	Iteration 30Q: 3 clusters Score -162222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -162228.500000 Penalty: 3530.536133
	Iteration 31Q: 3 clusters Score -162228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -162236.062500 Penalty: 3530.536133
	Iteration 32Q: 3 clusters Score -162236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -162237.765625 Penalty: 3530.536133
	Iteration 33Q: 3 clusters Score -162237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -162238.187500 Penalty: 3530.536133
	Iteration 34Q: 3 clusters Score -162238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -162238.187500 Penalty: 3530.536133
	Iteration 35F: 3 clusters Score -162238.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (170159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170159 members 
Entering Unmasked Estep 
Score: -23489358.000000 Penalty: 2987.033203
	Iteration 0F: 2 clusters Score -2.348936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85300 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -23380328.000000 Penalty: 5974.066406
	Iteration 0F: 3 clusters Score -2.338033e+07 nChanged 81729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
Score: -23428382.000000 Penalty: 5974.066406
	Iteration 1F: 3 clusters Score -2.342838e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -23429686.000000 Penalty: 5974.066406
	Iteration 2Q: 3 clusters Score -2.342969e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -23431426.000000 Penalty: 5974.066406
	Iteration 3Q: 3 clusters Score -2.343143e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -23434362.000000 Penalty: 5974.066406
	Iteration 4Q: 3 clusters Score -2.343436e+07 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112440 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -23439778.000000 Penalty: 5974.066406
	Iteration 5F: 3 clusters Score -2.343978e+07 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124979 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -23449734.000000 Penalty: 5974.066406
	Iteration 6F: 3 clusters Score -2.344973e+07 nChanged 14972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139735 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -23462808.000000 Penalty: 5974.066406
	Iteration 7F: 3 clusters Score -2.346281e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153109 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -23474998.000000 Penalty: 5974.066406
	Iteration 8F: 3 clusters Score -2.3475e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161844 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -23482192.000000 Penalty: 5974.066406
	Iteration 9F: 3 clusters Score -2.348219e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166052 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -23485104.000000 Penalty: 5974.066406
	Iteration 10Q: 3 clusters Score -2.34851e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167806 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -23486308.000000 Penalty: 5974.066406
	Iteration 11Q: 3 clusters Score -2.348631e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168483 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -23486884.000000 Penalty: 5974.066406
	Iteration 12Q: 3 clusters Score -2.348688e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168766 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -23487128.000000 Penalty: 5974.066406
	Iteration 13Q: 3 clusters Score -2.348713e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168864 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -23487216.000000 Penalty: 5974.066406
	Iteration 14Q: 3 clusters Score -2.348722e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168907 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -23487324.000000 Penalty: 5974.066406
	Iteration 15Q: 3 clusters Score -2.348732e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168922 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -23487368.000000 Penalty: 5974.066406
	Iteration 16Q: 3 clusters Score -2.348737e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168915 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -23487434.000000 Penalty: 5974.066406
	Iteration 17Q: 3 clusters Score -2.348743e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168895 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -23487438.000000 Penalty: 5974.066406
	Iteration 18Q: 3 clusters Score -2.348744e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168876 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -23487486.000000 Penalty: 5974.066406
	Iteration 19Q: 3 clusters Score -2.348749e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -23487546.000000 Penalty: 5974.066406
	Iteration 20F: 3 clusters Score -2.348755e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168850 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -23487616.000000 Penalty: 5974.066406
	Iteration 21Q: 3 clusters Score -2.348762e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168854 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -23487614.000000 Penalty: 5974.066406
	Iteration 22Q: 3 clusters Score -2.348761e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168852 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -23487622.000000 Penalty: 5974.066406
	Iteration 23Q: 3 clusters Score -2.348762e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168840 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -23487618.000000 Penalty: 5974.066406
	Iteration 24Q: 3 clusters Score -2.348762e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168829 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -23487632.000000 Penalty: 5974.066406
	Iteration 25Q: 3 clusters Score -2.348763e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168821 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -23487650.000000 Penalty: 5974.066406
	Iteration 26Q: 3 clusters Score -2.348765e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168821 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -23487672.000000 Penalty: 5974.066406
	Iteration 27Q: 3 clusters Score -2.348767e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168810 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -23487688.000000 Penalty: 5974.066406
	Iteration 28Q: 3 clusters Score -2.348769e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168802 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -23487700.000000 Penalty: 5974.066406
	Iteration 29Q: 3 clusters Score -2.34877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168798 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -23487712.000000 Penalty: 5974.066406
	Iteration 30Q: 3 clusters Score -2.348771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168795 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -23487714.000000 Penalty: 5974.066406
	Iteration 31Q: 3 clusters Score -2.348771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168793 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -23487714.000000 Penalty: 5974.066406
	Iteration 32Q: 3 clusters Score -2.348771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168794 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -23487716.000000 Penalty: 5974.066406
	Iteration 33Q: 3 clusters Score -2.348772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168795 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -23487714.000000 Penalty: 5974.066406
	Iteration 34Q: 3 clusters Score -2.348771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -23487716.000000 Penalty: 5974.066406
	Iteration 35Q: 3 clusters Score -2.348772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168795 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -23487722.000000 Penalty: 5974.066406
	Iteration 36Q: 3 clusters Score -2.348772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168795 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -23487716.000000 Penalty: 5974.066406
	Iteration 37Q: 3 clusters Score -2.348772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -23487718.000000 Penalty: 5974.066406
	Iteration 38Q: 3 clusters Score -2.348772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168794 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -23487726.000000 Penalty: 5974.066406
	Iteration 39Q: 3 clusters Score -2.348773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168792 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -23487716.000000 Penalty: 5974.066406
	Iteration 40F: 3 clusters Score -2.348772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168792 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -23487704.000000 Penalty: 5974.066406
	Iteration 41Q: 3 clusters Score -2.34877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168791 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23487714.000000 Penalty: 5974.066406
	Iteration 42Q: 3 clusters Score -2.348771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168791 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23487714.000000 Penalty: 5974.066406
	Iteration 43F: 3 clusters Score -2.348771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Entering Unmasked Estep 
Score: -6095270.500000 Penalty: 2650.274170
	Iteration 0F: 2 clusters Score -6095270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -6065664.500000 Penalty: 5300.548340
	Iteration 0F: 3 clusters Score -6065664 nChanged 20036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -6076661.000000 Penalty: 5300.548340
	Iteration 1F: 3 clusters Score -6076661 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -6077221.500000 Penalty: 5300.548340
	Iteration 2Q: 3 clusters Score -6077222 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -6077677.000000 Penalty: 5300.548340
	Iteration 3Q: 3 clusters Score -6077677 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -6078070.000000 Penalty: 5300.548340
	Iteration 4Q: 3 clusters Score -6078070 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -6078453.000000 Penalty: 5300.548340
	Iteration 5Q: 3 clusters Score -6078453 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -6078858.000000 Penalty: 5300.548340
	Iteration 6Q: 3 clusters Score -6078858 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -6079338.000000 Penalty: 5300.548340
	Iteration 7Q: 3 clusters Score -6079338 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -6079926.000000 Penalty: 5300.548340
	Iteration 8Q: 3 clusters Score -6079926 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -6080785.500000 Penalty: 5300.548340
	Iteration 9Q: 3 clusters Score -6080786 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -6081982.500000 Penalty: 5300.548340
	Iteration 10Q: 3 clusters Score -6081982 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -6083749.000000 Penalty: 5300.548340
	Iteration 11F: 3 clusters Score -6083749 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -6085875.000000 Penalty: 5300.548340
	Iteration 12F: 3 clusters Score -6085875 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -6088138.000000 Penalty: 5300.548340
	Iteration 13F: 3 clusters Score -6088138 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -6090108.500000 Penalty: 5300.548340
	Iteration 14F: 3 clusters Score -6090108 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -6091359.500000 Penalty: 5300.548340
	Iteration 15Q: 3 clusters Score -6091360 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -6092086.000000 Penalty: 5300.548340
	Iteration 16Q: 3 clusters Score -6092086 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -6092444.500000 Penalty: 5300.548340
	Iteration 17Q: 3 clusters Score -6092444 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -6092636.000000 Penalty: 5300.548340
	Iteration 18Q: 3 clusters Score -6092636 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -6092793.000000 Penalty: 5300.548340
	Iteration 19Q: 3 clusters Score -6092793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -6092860.500000 Penalty: 5300.548340
	Iteration 20F: 3 clusters Score -6092860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -6092898.000000 Penalty: 5300.548340
	Iteration 21Q: 3 clusters Score -6092898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -6092913.500000 Penalty: 5300.548340
	Iteration 22Q: 3 clusters Score -6092914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -6092925.000000 Penalty: 5300.548340
	Iteration 23Q: 3 clusters Score -6092925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -6092941.000000 Penalty: 5300.548340
	Iteration 24Q: 3 clusters Score -6092941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -6092951.500000 Penalty: 5300.548340
	Iteration 25Q: 3 clusters Score -6092952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -6092949.000000 Penalty: 5300.548340
	Iteration 26Q: 3 clusters Score -6092949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -6092950.500000 Penalty: 5300.548340
	Iteration 27Q: 3 clusters Score -6092950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -6092955.500000 Penalty: 5300.548340
	Iteration 28Q: 3 clusters Score -6092956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -6092952.500000 Penalty: 5300.548340
	Iteration 29Q: 3 clusters Score -6092952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -6092952.500000 Penalty: 5300.548340
	Iteration 30F: 3 clusters Score -6092952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -158284.156250 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -158284.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -156283.984375 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -156284 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156648.125000 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -156648.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -156801.468750 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -156801.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -156950.828125 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -156950.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -157038.984375 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -157039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157112.765625 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -157112.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -157166.109375 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -157166.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157219.296875 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -157219.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -157258.796875 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -157258.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -157287.984375 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -157288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -157305.328125 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -157305.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -157315.953125 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -157316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -157318.359375 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -157318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -157318.921875 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -157318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -157319.343750 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -157319.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -157321.359375 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -157321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -157323.578125 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -157323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -157327.843750 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -157327.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -157329.171875 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -157329.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -157329.171875 Penalty: 3508.761963
	Iteration 19F: 3 clusters Score -157329.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -93225.625000 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -93225.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91560.062500 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -91560.06 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92066.062500 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -92066.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92272.226562 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -92272.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92411.921875 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -92411.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -92517.218750 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -92517.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92626.023438 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -92626.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92754.531250 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -92754.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -92941.765625 Penalty: 3313.704102
	Iteration 7F: 3 clusters Score -92941.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -93129.398438 Penalty: 3313.704102
	Iteration 8F: 3 clusters Score -93129.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -93312.328125 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -93312.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -93489.843750 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -93489.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -93642.078125 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -93642.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93784.921875 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -93784.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -93828.187500 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -93828.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -93869.265625 Penalty: 3313.704102
	Iteration 14Q: 3 clusters Score -93869.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -93869.265625 Penalty: 3313.704102
	Iteration 15F: 3 clusters Score -93869.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246829 members 
Mstep: Class 2 contains 54238 members 
Mstep: Class 3 contains 40791 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 170159 members 
Mstep: Class 10 contains 43765 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 473 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 175217 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 21 contains 94173 members 
Mstep: Class 22 contains 138272 members 
Mstep: Class 23 contains 20386 members 
Entering Unmasked Estep 
Score: -137437040.000000 Penalty: 75454.375000
Splitting cluster 12 changes total score from -137438160.000000 to -137437040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -138012.500000 Penalty: 1736.534668
	Iteration 0F: 2 clusters Score -138012.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136100.796875 Penalty: 3473.069336
	Iteration 0F: 3 clusters Score -136100.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -136441.406250 Penalty: 3473.069336
	Iteration 1F: 3 clusters Score -136441.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136580.531250 Penalty: 3473.069336
	Iteration 2F: 3 clusters Score -136580.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -136634.515625 Penalty: 3473.069336
	Iteration 3Q: 3 clusters Score -136634.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136661.171875 Penalty: 3473.069336
	Iteration 4Q: 3 clusters Score -136661.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136687.796875 Penalty: 3473.069336
	Iteration 5Q: 3 clusters Score -136687.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136708.953125 Penalty: 3473.069336
	Iteration 6Q: 3 clusters Score -136709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -136727.109375 Penalty: 3473.069336
	Iteration 7Q: 3 clusters Score -136727.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136740.781250 Penalty: 3473.069336
	Iteration 8Q: 3 clusters Score -136740.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136766.359375 Penalty: 3473.069336
	Iteration 9Q: 3 clusters Score -136766.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -136802.015625 Penalty: 3473.069336
	Iteration 10Q: 3 clusters Score -136802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -136820.328125 Penalty: 3473.069336
	Iteration 11Q: 3 clusters Score -136820.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -136840.656250 Penalty: 3473.069336
	Iteration 12Q: 3 clusters Score -136840.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -136865.296875 Penalty: 3473.069336
	Iteration 13Q: 3 clusters Score -136865.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -136889.375000 Penalty: 3473.069336
	Iteration 14Q: 3 clusters Score -136889.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -136913.421875 Penalty: 3473.069336
	Iteration 15Q: 3 clusters Score -136913.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -136943.546875 Penalty: 3473.069336
	Iteration 16Q: 3 clusters Score -136943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -136956.515625 Penalty: 3473.069336
	Iteration 17Q: 3 clusters Score -136956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -136966.515625 Penalty: 3473.069336
	Iteration 18Q: 3 clusters Score -136966.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -136970.906250 Penalty: 3473.069336
	Iteration 19Q: 3 clusters Score -136970.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -136973.484375 Penalty: 3473.069336
	Iteration 20F: 3 clusters Score -136973.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -67896.507812 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -67896.51 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 294 members 
Entering Unmasked Estep 
Score: -66346.421875 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -66346.42 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66486.445312 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -66486.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66518.507812 Penalty: 3124.278809
	Iteration 2Q: 3 clusters Score -66518.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66537.031250 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -66537.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66538.851562 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -66538.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66540.671875 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -66540.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66543.703125 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -66543.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66543.703125 Penalty: 3124.278809
	Iteration 7F: 3 clusters Score -66543.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -404089.843750 Penalty: 1991.218506
	Iteration 0F: 2 clusters Score -404089.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -400828.687500 Penalty: 3982.437012
	Iteration 0F: 3 clusters Score -400828.7 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -401467.843750 Penalty: 3982.437012
	Iteration 1F: 3 clusters Score -401467.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -401712.250000 Penalty: 3982.437012
	Iteration 2F: 3 clusters Score -401712.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -401918.531250 Penalty: 3982.437012
	Iteration 3F: 3 clusters Score -401918.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -402075.687500 Penalty: 3982.437012
	Iteration 4F: 3 clusters Score -402075.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -402188.593750 Penalty: 3982.437012
	Iteration 5Q: 3 clusters Score -402188.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -402264.718750 Penalty: 3982.437012
	Iteration 6Q: 3 clusters Score -402264.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -402319.250000 Penalty: 3982.437012
	Iteration 7Q: 3 clusters Score -402319.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -402357.906250 Penalty: 3982.437012
	Iteration 8Q: 3 clusters Score -402357.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -402398.718750 Penalty: 3982.437012
	Iteration 9Q: 3 clusters Score -402398.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -402426.406250 Penalty: 3982.437012
	Iteration 10Q: 3 clusters Score -402426.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -402449.031250 Penalty: 3982.437012
	Iteration 11Q: 3 clusters Score -402449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -402470.343750 Penalty: 3982.437012
	Iteration 12Q: 3 clusters Score -402470.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -402496.156250 Penalty: 3982.437012
	Iteration 13Q: 3 clusters Score -402496.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -402514.718750 Penalty: 3982.437012
	Iteration 14Q: 3 clusters Score -402514.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -402533.937500 Penalty: 3982.437012
	Iteration 15Q: 3 clusters Score -402533.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -402551.312500 Penalty: 3982.437012
	Iteration 16Q: 3 clusters Score -402551.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -402566.218750 Penalty: 3982.437012
	Iteration 17Q: 3 clusters Score -402566.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -402576.375000 Penalty: 3982.437012
	Iteration 18Q: 3 clusters Score -402576.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -402589.500000 Penalty: 3982.437012
	Iteration 19Q: 3 clusters Score -402589.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -402598.906250 Penalty: 3982.437012
	Iteration 20F: 3 clusters Score -402598.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -402602.437500 Penalty: 3982.437012
	Iteration 21Q: 3 clusters Score -402602.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -402609.625000 Penalty: 3982.437012
	Iteration 22Q: 3 clusters Score -402609.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -402613.406250 Penalty: 3982.437012
	Iteration 23Q: 3 clusters Score -402613.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -402621.343750 Penalty: 3982.437012
	Iteration 24Q: 3 clusters Score -402621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -402624.812500 Penalty: 3982.437012
	Iteration 25Q: 3 clusters Score -402624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -402627.531250 Penalty: 3982.437012
	Iteration 26Q: 3 clusters Score -402627.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -402627.843750 Penalty: 3982.437012
	Iteration 27Q: 3 clusters Score -402627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -402627.843750 Penalty: 3982.437012
	Iteration 28Q: 3 clusters Score -402627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -402629.375000 Penalty: 3982.437012
	Iteration 29Q: 3 clusters Score -402629.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -402631.593750 Penalty: 3982.437012
	Iteration 30Q: 3 clusters Score -402631.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -402632.187500 Penalty: 3982.437012
	Iteration 31Q: 3 clusters Score -402632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -402633.000000 Penalty: 3982.437012
	Iteration 32Q: 3 clusters Score -402633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -402633.000000 Penalty: 3982.437012
	Iteration 33F: 3 clusters Score -402633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -353042.031250 Penalty: 1964.090454
	Iteration 0F: 2 clusters Score -353042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -349976.500000 Penalty: 3928.180908
	Iteration 0F: 3 clusters Score -349976.5 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -350548.781250 Penalty: 3928.180908
	Iteration 1F: 3 clusters Score -350548.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -350687.156250 Penalty: 3928.180908
	Iteration 2F: 3 clusters Score -350687.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -350762.156250 Penalty: 3928.180908
	Iteration 3Q: 3 clusters Score -350762.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -350817.281250 Penalty: 3928.180908
	Iteration 4Q: 3 clusters Score -350817.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -350855.468750 Penalty: 3928.180908
	Iteration 5Q: 3 clusters Score -350855.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -350883.031250 Penalty: 3928.180908
	Iteration 6Q: 3 clusters Score -350883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -350903.437500 Penalty: 3928.180908
	Iteration 7Q: 3 clusters Score -350903.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -350927.750000 Penalty: 3928.180908
	Iteration 8Q: 3 clusters Score -350927.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -350943.750000 Penalty: 3928.180908
	Iteration 9Q: 3 clusters Score -350943.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -350963.500000 Penalty: 3928.180908
	Iteration 10Q: 3 clusters Score -350963.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -350983.500000 Penalty: 3928.180908
	Iteration 11Q: 3 clusters Score -350983.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -350998.750000 Penalty: 3928.180908
	Iteration 12Q: 3 clusters Score -350998.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -351012.343750 Penalty: 3928.180908
	Iteration 13Q: 3 clusters Score -351012.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -351023.500000 Penalty: 3928.180908
	Iteration 14Q: 3 clusters Score -351023.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -351029.218750 Penalty: 3928.180908
	Iteration 15Q: 3 clusters Score -351029.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -351038.968750 Penalty: 3928.180908
	Iteration 16Q: 3 clusters Score -351039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -351050.093750 Penalty: 3928.180908
	Iteration 17Q: 3 clusters Score -351050.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -351065.812500 Penalty: 3928.180908
	Iteration 18Q: 3 clusters Score -351065.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -351075.562500 Penalty: 3928.180908
	Iteration 19Q: 3 clusters Score -351075.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -351093.187500 Penalty: 3928.180908
	Iteration 20F: 3 clusters Score -351093.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -351107.812500 Penalty: 3928.180908
	Iteration 21Q: 3 clusters Score -351107.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -351123.625000 Penalty: 3928.180908
	Iteration 22Q: 3 clusters Score -351123.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -351137.062500 Penalty: 3928.180908
	Iteration 23Q: 3 clusters Score -351137.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -351147.187500 Penalty: 3928.180908
	Iteration 24Q: 3 clusters Score -351147.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -351156.843750 Penalty: 3928.180908
	Iteration 25Q: 3 clusters Score -351156.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -351167.781250 Penalty: 3928.180908
	Iteration 26Q: 3 clusters Score -351167.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -351186.843750 Penalty: 3928.180908
	Iteration 27Q: 3 clusters Score -351186.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -351210.343750 Penalty: 3928.180908
	Iteration 28Q: 3 clusters Score -351210.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -351236.437500 Penalty: 3928.180908
	Iteration 29Q: 3 clusters Score -351236.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -351260.156250 Penalty: 3928.180908
	Iteration 30Q: 3 clusters Score -351260.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -351279.156250 Penalty: 3928.180908
	Iteration 31Q: 3 clusters Score -351279.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -351293.093750 Penalty: 3928.180908
	Iteration 32Q: 3 clusters Score -351293.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -351304.375000 Penalty: 3928.180908
	Iteration 33Q: 3 clusters Score -351304.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -351313.500000 Penalty: 3928.180908
	Iteration 34Q: 3 clusters Score -351313.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -351321.218750 Penalty: 3928.180908
	Iteration 35Q: 3 clusters Score -351321.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -351325.656250 Penalty: 3928.180908
	Iteration 36Q: 3 clusters Score -351325.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -351328.562500 Penalty: 3928.180908
	Iteration 37Q: 3 clusters Score -351328.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -351330.656250 Penalty: 3928.180908
	Iteration 38Q: 3 clusters Score -351330.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -351332.531250 Penalty: 3928.180908
	Iteration 39Q: 3 clusters Score -351332.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -351333.562500 Penalty: 3928.180908
	Iteration 40F: 3 clusters Score -351333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -351337.062500 Penalty: 3928.180908
	Iteration 41Q: 3 clusters Score -351337.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -351344.718750 Penalty: 3928.180908
	Iteration 42Q: 3 clusters Score -351344.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -351350.906250 Penalty: 3928.180908
	Iteration 43Q: 3 clusters Score -351350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -351356.750000 Penalty: 3928.180908
	Iteration 44Q: 3 clusters Score -351356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -351360.843750 Penalty: 3928.180908
	Iteration 45Q: 3 clusters Score -351360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -351361.312500 Penalty: 3928.180908
	Iteration 46Q: 3 clusters Score -351361.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -351364.906250 Penalty: 3928.180908
	Iteration 47Q: 3 clusters Score -351364.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -351368.937500 Penalty: 3928.180908
	Iteration 48Q: 3 clusters Score -351368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -351369.500000 Penalty: 3928.180908
	Iteration 49Q: 3 clusters Score -351369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -351373.375000 Penalty: 3928.180908
	Iteration 50Q: 3 clusters Score -351373.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -351377.687500 Penalty: 3928.180908
	Iteration 51Q: 3 clusters Score -351377.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -351384.218750 Penalty: 3928.180908
	Iteration 52Q: 3 clusters Score -351384.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -351392.062500 Penalty: 3928.180908
	Iteration 53Q: 3 clusters Score -351392.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -351400.343750 Penalty: 3928.180908
	Iteration 54Q: 3 clusters Score -351400.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -351410.031250 Penalty: 3928.180908
	Iteration 55Q: 3 clusters Score -351410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -351414.281250 Penalty: 3928.180908
	Iteration 56Q: 3 clusters Score -351414.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -351420.031250 Penalty: 3928.180908
	Iteration 57Q: 3 clusters Score -351420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -351426.812500 Penalty: 3928.180908
	Iteration 58Q: 3 clusters Score -351426.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -351430.750000 Penalty: 3928.180908
	Iteration 59Q: 3 clusters Score -351430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -351432.937500 Penalty: 3928.180908
	Iteration 60F: 3 clusters Score -351432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -351434.968750 Penalty: 3928.180908
	Iteration 61Q: 3 clusters Score -351435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -351436.125000 Penalty: 3928.180908
	Iteration 62Q: 3 clusters Score -351436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -351439.218750 Penalty: 3928.180908
	Iteration 63Q: 3 clusters Score -351439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -351440.281250 Penalty: 3928.180908
	Iteration 64Q: 3 clusters Score -351440.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -351442.343750 Penalty: 3928.180908
	Iteration 65Q: 3 clusters Score -351442.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -351443.312500 Penalty: 3928.180908
	Iteration 66Q: 3 clusters Score -351443.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -351442.937500 Penalty: 3928.180908
	Iteration 67Q: 3 clusters Score -351442.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -351442.937500 Penalty: 3928.180908
	Iteration 68F: 3 clusters Score -351442.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (175217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175217 members 
Entering Unmasked Estep 
Score: -24135496.000000 Penalty: 2994.297363
	Iteration 0F: 2 clusters Score -2.41355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 87490 members 
Entering Unmasked Estep 
Score: -24023016.000000 Penalty: 5988.594727
	Iteration 0F: 3 clusters Score -2.402302e+07 nChanged 84016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88639 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -24072916.000000 Penalty: 5988.594727
	Iteration 1F: 3 clusters Score -2.407292e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89189 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -24074606.000000 Penalty: 5988.594727
	Iteration 2Q: 3 clusters Score -2.407461e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89907 members 
Mstep: Class 2 contains 85310 members 
Entering Unmasked Estep 
Score: -24076836.000000 Penalty: 5988.594727
	Iteration 3Q: 3 clusters Score -2.407684e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90924 members 
Mstep: Class 2 contains 84293 members 
Entering Unmasked Estep 
Score: -24079706.000000 Penalty: 5988.594727
	Iteration 4Q: 3 clusters Score -2.407971e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -24083346.000000 Penalty: 5988.594727
	Iteration 5Q: 3 clusters Score -2.408335e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -24087888.000000 Penalty: 5988.594727
	Iteration 6F: 3 clusters Score -2.408789e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94361 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -24093578.000000 Penalty: 5988.594727
	Iteration 7F: 3 clusters Score -2.409358e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -24099900.000000 Penalty: 5988.594727
	Iteration 8F: 3 clusters Score -2.40999e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94741 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -24106136.000000 Penalty: 5988.594727
	Iteration 9F: 3 clusters Score -2.410614e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93991 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -24111220.000000 Penalty: 5988.594727
	Iteration 10F: 3 clusters Score -2.411122e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93173 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -24114536.000000 Penalty: 5988.594727
	Iteration 11Q: 3 clusters Score -2.411454e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92609 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -24116032.000000 Penalty: 5988.594727
	Iteration 12Q: 3 clusters Score -2.411603e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92205 members 
Mstep: Class 2 contains 83012 members 
Entering Unmasked Estep 
Score: -24116954.000000 Penalty: 5988.594727
	Iteration 13Q: 3 clusters Score -2.411695e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91833 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -24117314.000000 Penalty: 5988.594727
	Iteration 14Q: 3 clusters Score -2.411731e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 83725 members 
Entering Unmasked Estep 
Score: -24117526.000000 Penalty: 5988.594727
	Iteration 15Q: 3 clusters Score -2.411753e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -24117648.000000 Penalty: 5988.594727
	Iteration 16Q: 3 clusters Score -2.411765e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 84349 members 
Entering Unmasked Estep 
Score: -24117798.000000 Penalty: 5988.594727
	Iteration 17Q: 3 clusters Score -2.41178e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 84643 members 
Entering Unmasked Estep 
Score: -24117964.000000 Penalty: 5988.594727
	Iteration 18Q: 3 clusters Score -2.411796e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -24117946.000000 Penalty: 5988.594727
	Iteration 19Q: 3 clusters Score -2.411795e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -24118050.000000 Penalty: 5988.594727
	Iteration 20F: 3 clusters Score -2.411805e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89700 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
Score: -24118110.000000 Penalty: 5988.594727
	Iteration 21Q: 3 clusters Score -2.411811e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 85851 members 
Entering Unmasked Estep 
Score: -24118256.000000 Penalty: 5988.594727
	Iteration 22Q: 3 clusters Score -2.411826e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -24118404.000000 Penalty: 5988.594727
	Iteration 23Q: 3 clusters Score -2.41184e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -24118564.000000 Penalty: 5988.594727
	Iteration 24Q: 3 clusters Score -2.411856e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 87047 members 
Entering Unmasked Estep 
Score: -24118668.000000 Penalty: 5988.594727
	Iteration 25Q: 3 clusters Score -2.411867e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -24118630.000000 Penalty: 5988.594727
	Iteration 26Q: 3 clusters Score -2.411863e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -24118736.000000 Penalty: 5988.594727
	Iteration 27Q: 3 clusters Score -2.411874e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -24118944.000000 Penalty: 5988.594727
	Iteration 28Q: 3 clusters Score -2.411894e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -24119110.000000 Penalty: 5988.594727
	Iteration 29Q: 3 clusters Score -2.411911e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85286 members 
Mstep: Class 2 contains 89931 members 
Entering Unmasked Estep 
Score: -24119178.000000 Penalty: 5988.594727
	Iteration 30Q: 3 clusters Score -2.411918e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -24119300.000000 Penalty: 5988.594727
	Iteration 31Q: 3 clusters Score -2.41193e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -24119504.000000 Penalty: 5988.594727
	Iteration 32Q: 3 clusters Score -2.41195e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -24119716.000000 Penalty: 5988.594727
	Iteration 33Q: 3 clusters Score -2.411972e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -24120036.000000 Penalty: 5988.594727
	Iteration 34Q: 3 clusters Score -2.412004e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
Score: -24120228.000000 Penalty: 5988.594727
	Iteration 35Q: 3 clusters Score -2.412023e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 95871 members 
Entering Unmasked Estep 
Score: -24120538.000000 Penalty: 5988.594727
	Iteration 36Q: 3 clusters Score -2.412054e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 97131 members 
Entering Unmasked Estep 
Score: -24120776.000000 Penalty: 5988.594727
	Iteration 37Q: 3 clusters Score -2.412078e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 98404 members 
Entering Unmasked Estep 
Score: -24120838.000000 Penalty: 5988.594727
	Iteration 38Q: 3 clusters Score -2.412084e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -24121030.000000 Penalty: 5988.594727
	Iteration 39Q: 3 clusters Score -2.412103e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -24121296.000000 Penalty: 5988.594727
	Iteration 40F: 3 clusters Score -2.41213e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -24121516.000000 Penalty: 5988.594727
	Iteration 41Q: 3 clusters Score -2.412152e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 103686 members 
Entering Unmasked Estep 
Score: -24121888.000000 Penalty: 5988.594727
	Iteration 42Q: 3 clusters Score -2.412189e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 105041 members 
Entering Unmasked Estep 
Score: -24122270.000000 Penalty: 5988.594727
	Iteration 43Q: 3 clusters Score -2.412227e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 106440 members 
Entering Unmasked Estep 
Score: -24122488.000000 Penalty: 5988.594727
	Iteration 44Q: 3 clusters Score -2.412249e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Mstep: Class 2 contains 107839 members 
Entering Unmasked Estep 
Score: -24122774.000000 Penalty: 5988.594727
	Iteration 45Q: 3 clusters Score -2.412277e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 109244 members 
Entering Unmasked Estep 
Score: -24123180.000000 Penalty: 5988.594727
	Iteration 46Q: 3 clusters Score -2.412318e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 110667 members 
Entering Unmasked Estep 
Score: -24123452.000000 Penalty: 5988.594727
	Iteration 47Q: 3 clusters Score -2.412345e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 112104 members 
Entering Unmasked Estep 
Score: -24123698.000000 Penalty: 5988.594727
	Iteration 48Q: 3 clusters Score -2.41237e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 113555 members 
Entering Unmasked Estep 
Score: -24123844.000000 Penalty: 5988.594727
	Iteration 49Q: 3 clusters Score -2.412384e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 115074 members 
Entering Unmasked Estep 
Score: -24124134.000000 Penalty: 5988.594727
	Iteration 50Q: 3 clusters Score -2.412413e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 116567 members 
Entering Unmasked Estep 
Score: -24124454.000000 Penalty: 5988.594727
	Iteration 51Q: 3 clusters Score -2.412445e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 118053 members 
Entering Unmasked Estep 
Score: -24124688.000000 Penalty: 5988.594727
	Iteration 52Q: 3 clusters Score -2.412469e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 119541 members 
Entering Unmasked Estep 
Score: -24124802.000000 Penalty: 5988.594727
	Iteration 53Q: 3 clusters Score -2.41248e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 121045 members 
Entering Unmasked Estep 
Score: -24125000.000000 Penalty: 5988.594727
	Iteration 54Q: 3 clusters Score -2.4125e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 122528 members 
Entering Unmasked Estep 
Score: -24125256.000000 Penalty: 5988.594727
	Iteration 55Q: 3 clusters Score -2.412526e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 124113 members 
Entering Unmasked Estep 
Score: -24125530.000000 Penalty: 5988.594727
	Iteration 56Q: 3 clusters Score -2.412553e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 125720 members 
Entering Unmasked Estep 
Score: -24125828.000000 Penalty: 5988.594727
	Iteration 57Q: 3 clusters Score -2.412583e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 127343 members 
Entering Unmasked Estep 
Score: -24126172.000000 Penalty: 5988.594727
	Iteration 58Q: 3 clusters Score -2.412617e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 129000 members 
Entering Unmasked Estep 
Score: -24126638.000000 Penalty: 5988.594727
	Iteration 59Q: 3 clusters Score -2.412664e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 130691 members 
Entering Unmasked Estep 
Score: -24126954.000000 Penalty: 5988.594727
	Iteration 60F: 3 clusters Score -2.412695e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 132467 members 
Entering Unmasked Estep 
Score: -24127414.000000 Penalty: 5988.594727
	Iteration 61Q: 3 clusters Score -2.412741e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 134294 members 
Entering Unmasked Estep 
Score: -24127882.000000 Penalty: 5988.594727
	Iteration 62Q: 3 clusters Score -2.412788e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 136129 members 
Entering Unmasked Estep 
Score: -24128302.000000 Penalty: 5988.594727
	Iteration 63Q: 3 clusters Score -2.41283e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 138093 members 
Entering Unmasked Estep 
Score: -24128810.000000 Penalty: 5988.594727
	Iteration 64Q: 3 clusters Score -2.412881e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 140078 members 
Entering Unmasked Estep 
Score: -24129316.000000 Penalty: 5988.594727
	Iteration 65Q: 3 clusters Score -2.412932e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 142090 members 
Entering Unmasked Estep 
Score: -24129772.000000 Penalty: 5988.594727
	Iteration 66Q: 3 clusters Score -2.412977e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 144107 members 
Entering Unmasked Estep 
Score: -24130196.000000 Penalty: 5988.594727
	Iteration 67Q: 3 clusters Score -2.41302e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 146072 members 
Entering Unmasked Estep 
Score: -24130608.000000 Penalty: 5988.594727
	Iteration 68Q: 3 clusters Score -2.413061e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
Score: -24131070.000000 Penalty: 5988.594727
	Iteration 69Q: 3 clusters Score -2.413107e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 150244 members 
Entering Unmasked Estep 
Score: -24131500.000000 Penalty: 5988.594727
	Iteration 70Q: 3 clusters Score -2.41315e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 152495 members 
Entering Unmasked Estep 
Score: -24131800.000000 Penalty: 5988.594727
	Iteration 71Q: 3 clusters Score -2.41318e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 154782 members 
Entering Unmasked Estep 
Score: -24132222.000000 Penalty: 5988.594727
	Iteration 72Q: 3 clusters Score -2.413222e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 157009 members 
Entering Unmasked Estep 
Score: -24132576.000000 Penalty: 5988.594727
	Iteration 73Q: 3 clusters Score -2.413258e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 159207 members 
Entering Unmasked Estep 
Score: -24132854.000000 Penalty: 5988.594727
	Iteration 74Q: 3 clusters Score -2.413285e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 161267 members 
Entering Unmasked Estep 
Score: -24133062.000000 Penalty: 5988.594727
	Iteration 75Q: 3 clusters Score -2.413306e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 163191 members 
Entering Unmasked Estep 
Score: -24133302.000000 Penalty: 5988.594727
	Iteration 76Q: 3 clusters Score -2.41333e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 164885 members 
Entering Unmasked Estep 
Score: -24133520.000000 Penalty: 5988.594727
	Iteration 77Q: 3 clusters Score -2.413352e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 166395 members 
Entering Unmasked Estep 
Score: -24133692.000000 Penalty: 5988.594727
	Iteration 78Q: 3 clusters Score -2.413369e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 167693 members 
Entering Unmasked Estep 
Score: -24133832.000000 Penalty: 5988.594727
	Iteration 79Q: 3 clusters Score -2.413383e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 168730 members 
Entering Unmasked Estep 
Score: -24134022.000000 Penalty: 5988.594727
	Iteration 80F: 3 clusters Score -2.413402e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 169682 members 
Entering Unmasked Estep 
Score: -24134016.000000 Penalty: 5988.594727
	Iteration 81Q: 3 clusters Score -2.413402e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 170483 members 
Entering Unmasked Estep 
Score: -24134114.000000 Penalty: 5988.594727
	Iteration 82Q: 3 clusters Score -2.413411e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 171148 members 
Entering Unmasked Estep 
Score: -24134080.000000 Penalty: 5988.594727
	Iteration 83Q: 3 clusters Score -2.413408e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 171655 members 
Entering Unmasked Estep 
Score: -24134052.000000 Penalty: 5988.594727
	Iteration 84Q: 3 clusters Score -2.413405e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 172068 members 
Entering Unmasked Estep 
Score: -24134042.000000 Penalty: 5988.594727
	Iteration 85Q: 3 clusters Score -2.413404e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 172359 members 
Entering Unmasked Estep 
Score: -24134096.000000 Penalty: 5988.594727
	Iteration 86Q: 3 clusters Score -2.41341e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 172581 members 
Entering Unmasked Estep 
Score: -24134046.000000 Penalty: 5988.594727
	Iteration 87Q: 3 clusters Score -2.413405e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 172767 members 
Entering Unmasked Estep 
Score: -24134050.000000 Penalty: 5988.594727
	Iteration 88Q: 3 clusters Score -2.413405e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 172896 members 
Entering Unmasked Estep 
Score: -24134010.000000 Penalty: 5988.594727
	Iteration 89Q: 3 clusters Score -2.413401e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 173001 members 
Entering Unmasked Estep 
Score: -24134002.000000 Penalty: 5988.594727
	Iteration 90Q: 3 clusters Score -2.4134e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 173091 members 
Entering Unmasked Estep 
Score: -24134012.000000 Penalty: 5988.594727
	Iteration 91Q: 3 clusters Score -2.413401e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 173157 members 
Entering Unmasked Estep 
Score: -24134010.000000 Penalty: 5988.594727
	Iteration 92Q: 3 clusters Score -2.413401e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 173232 members 
Entering Unmasked Estep 
Score: -24133954.000000 Penalty: 5988.594727
	Iteration 93Q: 3 clusters Score -2.413395e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 173293 members 
Entering Unmasked Estep 
Score: -24133924.000000 Penalty: 5988.594727
	Iteration 94Q: 3 clusters Score -2.413392e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 173340 members 
Entering Unmasked Estep 
Score: -24133948.000000 Penalty: 5988.594727
	Iteration 95Q: 3 clusters Score -2.413395e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 173381 members 
Entering Unmasked Estep 
Score: -24133942.000000 Penalty: 5988.594727
	Iteration 96Q: 3 clusters Score -2.413394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 173408 members 
Entering Unmasked Estep 
Score: -24133948.000000 Penalty: 5988.594727
	Iteration 97Q: 3 clusters Score -2.413395e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 173436 members 
Entering Unmasked Estep 
Score: -24133950.000000 Penalty: 5988.594727
	Iteration 98Q: 3 clusters Score -2.413395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 173466 members 
Entering Unmasked Estep 
Score: -24133986.000000 Penalty: 5988.594727
	Iteration 99Q: 3 clusters Score -2.413399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 173496 members 
Entering Unmasked Estep 
Score: -24133958.000000 Penalty: 5988.594727
	Iteration 100F: 3 clusters Score -2.413396e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 173516 members 
Entering Unmasked Estep 
Score: -24133978.000000 Penalty: 5988.594727
	Iteration 101Q: 3 clusters Score -2.413398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 173539 members 
Entering Unmasked Estep 
Score: -24133972.000000 Penalty: 5988.594727
	Iteration 102Q: 3 clusters Score -2.413397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 173552 members 
Entering Unmasked Estep 
Score: -24133972.000000 Penalty: 5988.594727
	Iteration 103Q: 3 clusters Score -2.413397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 173565 members 
Entering Unmasked Estep 
Score: -24133986.000000 Penalty: 5988.594727
	Iteration 104Q: 3 clusters Score -2.413399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 173581 members 
Entering Unmasked Estep 
Score: -24133978.000000 Penalty: 5988.594727
	Iteration 105Q: 3 clusters Score -2.413398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 173590 members 
Entering Unmasked Estep 
Score: -24134004.000000 Penalty: 5988.594727
	Iteration 106Q: 3 clusters Score -2.4134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 173600 members 
Entering Unmasked Estep 
Score: -24133984.000000 Penalty: 5988.594727
	Iteration 107Q: 3 clusters Score -2.413398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 173618 members 
Entering Unmasked Estep 
Score: -24133996.000000 Penalty: 5988.594727
	Iteration 108Q: 3 clusters Score -2.4134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 173631 members 
Entering Unmasked Estep 
Score: -24133976.000000 Penalty: 5988.594727
	Iteration 109Q: 3 clusters Score -2.413398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 173640 members 
Entering Unmasked Estep 
Score: -24133982.000000 Penalty: 5988.594727
	Iteration 110Q: 3 clusters Score -2.413398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 173650 members 
Entering Unmasked Estep 
Score: -24133988.000000 Penalty: 5988.594727
	Iteration 111Q: 3 clusters Score -2.413399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 173661 members 
Entering Unmasked Estep 
Score: -24133994.000000 Penalty: 5988.594727
	Iteration 112Q: 3 clusters Score -2.413399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 173672 members 
Entering Unmasked Estep 
Score: -24134014.000000 Penalty: 5988.594727
	Iteration 113Q: 3 clusters Score -2.413401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 173684 members 
Entering Unmasked Estep 
Score: -24134026.000000 Penalty: 5988.594727
	Iteration 114Q: 3 clusters Score -2.413403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 173697 members 
Entering Unmasked Estep 
Score: -24134010.000000 Penalty: 5988.594727
	Iteration 115Q: 3 clusters Score -2.413401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 173711 members 
Entering Unmasked Estep 
Score: -24133996.000000 Penalty: 5988.594727
	Iteration 116Q: 3 clusters Score -2.4134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 173727 members 
Entering Unmasked Estep 
Score: -24133998.000000 Penalty: 5988.594727
	Iteration 117Q: 3 clusters Score -2.4134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 173748 members 
Entering Unmasked Estep 
Score: -24133988.000000 Penalty: 5988.594727
	Iteration 118Q: 3 clusters Score -2.413399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 173766 members 
Entering Unmasked Estep 
Score: -24133976.000000 Penalty: 5988.594727
	Iteration 119Q: 3 clusters Score -2.413398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 173779 members 
Entering Unmasked Estep 
Score: -24133984.000000 Penalty: 5988.594727
	Iteration 120F: 3 clusters Score -2.413398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 173790 members 
Entering Unmasked Estep 
Score: -24133966.000000 Penalty: 5988.594727
	Iteration 121Q: 3 clusters Score -2.413397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 173799 members 
Entering Unmasked Estep 
Score: -24133994.000000 Penalty: 5988.594727
	Iteration 122Q: 3 clusters Score -2.413399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 173807 members 
Entering Unmasked Estep 
Score: -24133982.000000 Penalty: 5988.594727
	Iteration 123Q: 3 clusters Score -2.413398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 173819 members 
Entering Unmasked Estep 
Score: -24133974.000000 Penalty: 5988.594727
	Iteration 124Q: 3 clusters Score -2.413397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 173831 members 
Entering Unmasked Estep 
Score: -24133974.000000 Penalty: 5988.594727
	Iteration 125Q: 3 clusters Score -2.413397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 173840 members 
Entering Unmasked Estep 
Score: -24134000.000000 Penalty: 5988.594727
	Iteration 126Q: 3 clusters Score -2.4134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 173851 members 
Entering Unmasked Estep 
Score: -24133992.000000 Penalty: 5988.594727
	Iteration 127Q: 3 clusters Score -2.413399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 173853 members 
Entering Unmasked Estep 
Score: -24134000.000000 Penalty: 5988.594727
	Iteration 128Q: 3 clusters Score -2.4134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 173858 members 
Entering Unmasked Estep 
Score: -24133996.000000 Penalty: 5988.594727
	Iteration 129Q: 3 clusters Score -2.4134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 173862 members 
Entering Unmasked Estep 
Score: -24134000.000000 Penalty: 5988.594727
	Iteration 130Q: 3 clusters Score -2.4134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 173864 members 
Entering Unmasked Estep 
Score: -24133998.000000 Penalty: 5988.594727
	Iteration 131Q: 3 clusters Score -2.4134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 173867 members 
Entering Unmasked Estep 
Score: -24133996.000000 Penalty: 5988.594727
	Iteration 132Q: 3 clusters Score -2.4134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 173869 members 
Entering Unmasked Estep 
Score: -24133992.000000 Penalty: 5988.594727
	Iteration 133Q: 3 clusters Score -2.413399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 173872 members 
Entering Unmasked Estep 
Score: -24133988.000000 Penalty: 5988.594727
	Iteration 134Q: 3 clusters Score -2.413399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 173873 members 
Entering Unmasked Estep 
Score: -24133990.000000 Penalty: 5988.594727
	Iteration 135Q: 3 clusters Score -2.413399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 173875 members 
Entering Unmasked Estep 
Score: -24133990.000000 Penalty: 5988.594727
	Iteration 136Q: 3 clusters Score -2.413399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 173875 members 
Entering Unmasked Estep 
Score: -24133990.000000 Penalty: 5988.594727
	Iteration 137F: 3 clusters Score -2.413399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -58975.500000 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -58975.5 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 253 members 
Entering Unmasked Estep 
Score: -57539.167969 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -57539.17 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57799.984375 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -57799.98 nChanged 35
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: -57923.597656 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -57923.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -58027.355469 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -58027.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58114.359375 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -58114.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58184.113281 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -58184.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58268.250000 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -58268.25 nChanged 7
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: -58312.632812 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -58312.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58349.375000 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -58349.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58388.140625 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -58388.14 nChanged 8
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: -58454.593750 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -58454.59 nChanged 5
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: -58468.343750 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -58468.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58480.394531 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -58480.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -58498.335938 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -58498.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58500.957031 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -58500.96 nChanged 3
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: -58510.246094 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -58510.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58512.863281 Penalty: 3088.362305
	Iteration 16Q: 3 clusters Score -58512.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58512.863281 Penalty: 3088.362305
	Iteration 17F: 3 clusters Score -58512.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (94173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Entering Unmasked Estep 
Score: -13097170.000000 Penalty: 2840.316406
	Iteration 0F: 2 clusters Score -1.309717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -13034254.000000 Penalty: 5680.632812
	Iteration 0F: 3 clusters Score -1.303425e+07 nChanged 44472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -13059565.000000 Penalty: 5680.632812
	Iteration 1F: 3 clusters Score -1.305956e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -13060452.000000 Penalty: 5680.632812
	Iteration 2Q: 3 clusters Score -1.306045e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -13061737.000000 Penalty: 5680.632812
	Iteration 3Q: 3 clusters Score -1.306174e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -13063886.000000 Penalty: 5680.632812
	Iteration 4Q: 3 clusters Score -1.306389e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -13067593.000000 Penalty: 5680.632812
	Iteration 5F: 3 clusters Score -1.306759e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -13073531.000000 Penalty: 5680.632812
	Iteration 6F: 3 clusters Score -1.307353e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -13081130.000000 Penalty: 5680.632812
	Iteration 7F: 3 clusters Score -1.308113e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -13088097.000000 Penalty: 5680.632812
	Iteration 8F: 3 clusters Score -1.30881e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -13092210.000000 Penalty: 5680.632812
	Iteration 9Q: 3 clusters Score -1.309221e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -13093700.000000 Penalty: 5680.632812
	Iteration 10Q: 3 clusters Score -1.30937e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13094266.000000 Penalty: 5680.632812
	Iteration 11Q: 3 clusters Score -1.309427e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13094416.000000 Penalty: 5680.632812
	Iteration 12Q: 3 clusters Score -1.309442e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93909 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13094518.000000 Penalty: 5680.632812
	Iteration 13Q: 3 clusters Score -1.309452e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13094561.000000 Penalty: 5680.632812
	Iteration 14Q: 3 clusters Score -1.309456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93951 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13094578.000000 Penalty: 5680.632812
	Iteration 15Q: 3 clusters Score -1.309458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93960 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13094597.000000 Penalty: 5680.632812
	Iteration 16Q: 3 clusters Score -1.30946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93964 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13094615.000000 Penalty: 5680.632812
	Iteration 17Q: 3 clusters Score -1.309462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13094616.000000 Penalty: 5680.632812
	Iteration 18Q: 3 clusters Score -1.309462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13094641.000000 Penalty: 5680.632812
	Iteration 19Q: 3 clusters Score -1.309464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13094639.000000 Penalty: 5680.632812
	Iteration 20F: 3 clusters Score -1.309464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13094649.000000 Penalty: 5680.632812
	Iteration 21Q: 3 clusters Score -1.309465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13094657.000000 Penalty: 5680.632812
	Iteration 22Q: 3 clusters Score -1.309466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13094657.000000 Penalty: 5680.632812
	Iteration 23Q: 3 clusters Score -1.309466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13094654.000000 Penalty: 5680.632812
	Iteration 24Q: 3 clusters Score -1.309465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13094652.000000 Penalty: 5680.632812
	Iteration 25Q: 3 clusters Score -1.309465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13094652.000000 Penalty: 5680.632812
	Iteration 26F: 3 clusters Score -1.309465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (138272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138272 members 
Entering Unmasked Estep 
Score: -19077754.000000 Penalty: 2935.570557
	Iteration 0F: 2 clusters Score -1.907775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -18985350.000000 Penalty: 5871.141113
	Iteration 0F: 3 clusters Score -1.898535e+07 nChanged 65981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -19023106.000000 Penalty: 5871.141113
	Iteration 1F: 3 clusters Score -1.902311e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -19023870.000000 Penalty: 5871.141113
	Iteration 2Q: 3 clusters Score -1.902387e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -19024684.000000 Penalty: 5871.141113
	Iteration 3Q: 3 clusters Score -1.902468e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -19025538.000000 Penalty: 5871.141113
	Iteration 4Q: 3 clusters Score -1.902554e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -19027224.000000 Penalty: 5871.141113
	Iteration 5Q: 3 clusters Score -1.902722e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -19029938.000000 Penalty: 5871.141113
	Iteration 6Q: 3 clusters Score -1.902994e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -19034838.000000 Penalty: 5871.141113
	Iteration 7F: 3 clusters Score -1.903484e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105223 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -19042976.000000 Penalty: 5871.141113
	Iteration 8F: 3 clusters Score -1.904298e+07 nChanged 12541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117760 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -19054388.000000 Penalty: 5871.141113
	Iteration 9F: 3 clusters Score -1.905439e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128637 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -19065570.000000 Penalty: 5871.141113
	Iteration 10F: 3 clusters Score -1.906557e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134988 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -19072034.000000 Penalty: 5871.141113
	Iteration 11Q: 3 clusters Score -1.907203e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137314 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -19074240.000000 Penalty: 5871.141113
	Iteration 12Q: 3 clusters Score -1.907424e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137893 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -19074794.000000 Penalty: 5871.141113
	Iteration 13Q: 3 clusters Score -1.907479e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138019 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19074988.000000 Penalty: 5871.141113
	Iteration 14Q: 3 clusters Score -1.907499e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138056 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19075074.000000 Penalty: 5871.141113
	Iteration 15Q: 3 clusters Score -1.907507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138069 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19075134.000000 Penalty: 5871.141113
	Iteration 16Q: 3 clusters Score -1.907513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138072 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19075136.000000 Penalty: 5871.141113
	Iteration 17Q: 3 clusters Score -1.907514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138076 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19075148.000000 Penalty: 5871.141113
	Iteration 18Q: 3 clusters Score -1.907515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138081 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19075166.000000 Penalty: 5871.141113
	Iteration 19Q: 3 clusters Score -1.907517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138083 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19075166.000000 Penalty: 5871.141113
	Iteration 20F: 3 clusters Score -1.907517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138085 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19075168.000000 Penalty: 5871.141113
	Iteration 21Q: 3 clusters Score -1.907517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138084 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19075170.000000 Penalty: 5871.141113
	Iteration 22Q: 3 clusters Score -1.907517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138085 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19075164.000000 Penalty: 5871.141113
	Iteration 23Q: 3 clusters Score -1.907516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138085 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19075164.000000 Penalty: 5871.141113
	Iteration 24F: 3 clusters Score -1.907516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Entering Unmasked Estep 
Score: -2765763.000000 Penalty: 2460.805664
	Iteration 0F: 2 clusters Score -2765763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2751458.500000 Penalty: 4921.611328
	Iteration 0F: 3 clusters Score -2751458 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2756471.500000 Penalty: 4921.611328
	Iteration 1F: 3 clusters Score -2756472 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2756988.500000 Penalty: 4921.611328
	Iteration 2F: 3 clusters Score -2756988 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2757554.250000 Penalty: 4921.611328
	Iteration 3F: 3 clusters Score -2757554 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2758102.250000 Penalty: 4921.611328
	Iteration 4F: 3 clusters Score -2758102 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2758585.000000 Penalty: 4921.611328
	Iteration 5Q: 3 clusters Score -2758585 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2759033.500000 Penalty: 4921.611328
	Iteration 6Q: 3 clusters Score -2759034 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2759482.250000 Penalty: 4921.611328
	Iteration 7Q: 3 clusters Score -2759482 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2759907.500000 Penalty: 4921.611328
	Iteration 8Q: 3 clusters Score -2759908 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2760384.250000 Penalty: 4921.611328
	Iteration 9Q: 3 clusters Score -2760384 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2760875.500000 Penalty: 4921.611328
	Iteration 10Q: 3 clusters Score -2760876 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2761386.750000 Penalty: 4921.611328
	Iteration 11Q: 3 clusters Score -2761387 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2761907.000000 Penalty: 4921.611328
	Iteration 12Q: 3 clusters Score -2761907 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2762360.750000 Penalty: 4921.611328
	Iteration 13Q: 3 clusters Score -2762361 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2762715.250000 Penalty: 4921.611328
	Iteration 14Q: 3 clusters Score -2762715 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2762976.000000 Penalty: 4921.611328
	Iteration 15Q: 3 clusters Score -2762976 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2763165.250000 Penalty: 4921.611328
	Iteration 16Q: 3 clusters Score -2763165 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2763300.500000 Penalty: 4921.611328
	Iteration 17Q: 3 clusters Score -2763300 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2763403.500000 Penalty: 4921.611328
	Iteration 18Q: 3 clusters Score -2763404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2763457.000000 Penalty: 4921.611328
	Iteration 19Q: 3 clusters Score -2763457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2763495.750000 Penalty: 4921.611328
	Iteration 20F: 3 clusters Score -2763496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2763530.500000 Penalty: 4921.611328
	Iteration 21Q: 3 clusters Score -2763530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2763561.500000 Penalty: 4921.611328
	Iteration 22Q: 3 clusters Score -2763562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2763580.000000 Penalty: 4921.611328
	Iteration 23Q: 3 clusters Score -2763580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2763605.750000 Penalty: 4921.611328
	Iteration 24Q: 3 clusters Score -2763606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2763617.500000 Penalty: 4921.611328
	Iteration 25Q: 3 clusters Score -2763618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2763628.500000 Penalty: 4921.611328
	Iteration 26Q: 3 clusters Score -2763628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2763636.250000 Penalty: 4921.611328
	Iteration 27Q: 3 clusters Score -2763636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2763647.250000 Penalty: 4921.611328
	Iteration 28Q: 3 clusters Score -2763647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2763654.250000 Penalty: 4921.611328
	Iteration 29Q: 3 clusters Score -2763654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2763662.500000 Penalty: 4921.611328
	Iteration 30Q: 3 clusters Score -2763662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2763665.750000 Penalty: 4921.611328
	Iteration 31Q: 3 clusters Score -2763666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2763665.500000 Penalty: 4921.611328
	Iteration 32Q: 3 clusters Score -2763666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2763666.250000 Penalty: 4921.611328
	Iteration 33Q: 3 clusters Score -2763666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2763667.250000 Penalty: 4921.611328
	Iteration 34Q: 3 clusters Score -2763667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2763667.500000 Penalty: 4921.611328
	Iteration 35Q: 3 clusters Score -2763668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2763667.500000 Penalty: 4921.611328
	Iteration 36F: 3 clusters Score -2763668 nChanged 0
--- Evaluating fit on full set of 3042614 points ---
Entering Unmasked Estep 
Score: -403769088.000000 Penalty: 77746.210938
24->22 Clusters: Score -403769088.000000, best is -404538304.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1014204 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 42148 members 
Mstep: Class 3 contains 42381 members 
Mstep: Class 4 contains 42268 members 
Mstep: Class 5 contains 42123 members 
Mstep: Class 6 contains 42294 members 
Mstep: Class 7 contains 42039 members 
Mstep: Class 8 contains 42573 members 
Mstep: Class 9 contains 42265 members 
Mstep: Class 10 contains 42153 members 
Mstep: Class 11 contains 42325 members 
Mstep: Class 12 contains 42486 members 
Mstep: Class 13 contains 42231 members 
Mstep: Class 14 contains 42178 members 
Mstep: Class 15 contains 42620 members 
Mstep: Class 16 contains 42046 members 
Mstep: Class 17 contains 42196 members 
Mstep: Class 18 contains 42080 members 
Mstep: Class 19 contains 42298 members 
Mstep: Class 20 contains 42574 members 
Mstep: Class 21 contains 42220 members 
Mstep: Class 22 contains 42136 members 
Mstep: Class 23 contains 42253 members 
Mstep: Class 24 contains 42300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 362.044891 but Gain 3429.742188
Score: -132645008.000000 Penalty: 78884.125000
Iteration 0F: 24 clusters Score -1.32645e+08 nChanged 968434
Entering Unmasked Mstep 
Mstep: Class 0 contains 2371 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 65736 members 
Mstep: Class 3 contains 24852 members 
Mstep: Class 4 contains 8764 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 55228 members 
Mstep: Class 7 contains 10230 members 
Mstep: Class 8 contains 52207 members 
Mstep: Class 9 contains 62215 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 19360 members 
Mstep: Class 12 contains 7533 members 
Mstep: Class 13 contains 302788 members 
Mstep: Class 14 contains 60020 members 
Mstep: Class 15 contains 36888 members 
Mstep: Class 16 contains 11429 members 
Mstep: Class 18 contains 51713 members 
Mstep: Class 19 contains 16563 members 
Mstep: Class 20 contains 40925 members 
Mstep: Class 21 contains 17261 members 
Mstep: Class 22 contains 22228 members 
Mstep: Class 23 contains 30089 members 
Mstep: Class 24 contains 62117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135902208.000000 Penalty: 78884.125000
Iteration 1F: 24 clusters Score -1.359022e+08 nChanged 359907
Entering Unmasked Mstep 
Mstep: Class 0 contains 2157 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 59314 members 
Mstep: Class 3 contains 16562 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 6 contains 66201 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 28291 members 
Mstep: Class 9 contains 36491 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 12048 members 
Mstep: Class 12 contains 9948 members 
Mstep: Class 13 contains 411959 members 
Mstep: Class 14 contains 71818 members 
Mstep: Class 15 contains 29658 members 
Mstep: Class 16 contains 10100 members 
Mstep: Class 18 contains 42121 members 
Mstep: Class 19 contains 4008 members 
Mstep: Class 20 contains 34876 members 
Mstep: Class 21 contains 14182 members 
Mstep: Class 22 contains 11526 members 
Mstep: Class 23 contains 21304 members 
Mstep: Class 24 contains 72763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3050.773193 but Gain 3429.750000
Score: -136117936.000000 Penalty: 75454.375000
Iteration 2F: 23 clusters Score -1.361179e+08 nChanged 231556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 68298 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 92768 members 
Mstep: Class 7 contains 4157 members 
Mstep: Class 8 contains 25772 members 
Mstep: Class 9 contains 24359 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 8848 members 
Mstep: Class 12 contains 12485 members 
Mstep: Class 13 contains 361523 members 
Mstep: Class 14 contains 95916 members 
Mstep: Class 15 contains 28407 members 
Mstep: Class 16 contains 10767 members 
Mstep: Class 18 contains 44546 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 36172 members 
Mstep: Class 21 contains 12946 members 
Mstep: Class 22 contains 6032 members 
Mstep: Class 23 contains 16651 members 
Mstep: Class 24 contains 97751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2597.338379 but Gain 3429.742188
Score: -136514560.000000 Penalty: 72024.632812
Iteration 3F: 22 clusters Score -1.365146e+08 nChanged 161998
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 75384 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 5 contains 3415 members 
Mstep: Class 6 contains 112745 members 
Mstep: Class 7 contains 2863 members 
Mstep: Class 8 contains 26643 members 
Mstep: Class 9 contains 19343 members 
Mstep: Class 10 contains 1562 members 
Mstep: Class 11 contains 5854 members 
Mstep: Class 12 contains 13145 members 
Mstep: Class 13 contains 321896 members 
Mstep: Class 14 contains 115845 members 
Mstep: Class 15 contains 25469 members 
Mstep: Class 16 contains 10683 members 
Mstep: Class 18 contains 44418 members 
Mstep: Class 19 contains 1332 members 
Mstep: Class 20 contains 35321 members 
Mstep: Class 21 contains 10756 members 
Mstep: Class 23 contains 12878 members 
Mstep: Class 24 contains 119499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3345.509277 but Gain 3429.742188
Score: -136727280.000000 Penalty: 68594.890625
Iteration 4F: 21 clusters Score -1.367273e+08 nChanged 132946
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 80434 members 
Mstep: Class 3 contains 6758 members 
Mstep: Class 5 contains 3085 members 
Mstep: Class 6 contains 123795 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 29232 members 
Mstep: Class 9 contains 15840 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 12 contains 12518 members 
Mstep: Class 13 contains 300764 members 
Mstep: Class 14 contains 132369 members 
Mstep: Class 15 contains 21589 members 
Mstep: Class 16 contains 10517 members 
Mstep: Class 18 contains 40983 members 
Mstep: Class 19 contains 1277 members 
Mstep: Class 20 contains 32890 members 
Mstep: Class 21 contains 9044 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 137930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136842368.000000 Penalty: 68594.890625
Iteration 5F: 21 clusters Score -1.368424e+08 nChanged 113953
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 84118 members 
Mstep: Class 3 contains 4732 members 
Mstep: Class 5 contains 2972 members 
Mstep: Class 6 contains 129374 members 
Mstep: Class 7 contains 1823 members 
Mstep: Class 8 contains 33833 members 
Mstep: Class 9 contains 13372 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 11134 members 
Mstep: Class 13 contains 282576 members 
Mstep: Class 14 contains 147353 members 
Mstep: Class 15 contains 17446 members 
Mstep: Class 16 contains 10319 members 
Mstep: Class 18 contains 35763 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 20 contains 29418 members 
Mstep: Class 21 contains 8112 members 
Mstep: Class 23 contains 8163 members 
Mstep: Class 24 contains 155159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3424.216553 but Gain 3429.746094
Score: -136940832.000000 Penalty: 65165.144531
Iteration 6F: 20 clusters Score -1.369408e+08 nChanged 109551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 88048 members 
Mstep: Class 5 contains 2889 members 
Mstep: Class 6 contains 131767 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 38756 members 
Mstep: Class 9 contains 11986 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 9415 members 
Mstep: Class 13 contains 268580 members 
Mstep: Class 14 contains 161720 members 
Mstep: Class 15 contains 13746 members 
Mstep: Class 16 contains 10034 members 
Mstep: Class 18 contains 29837 members 
Mstep: Class 19 contains 1210 members 
Mstep: Class 20 contains 25757 members 
Mstep: Class 21 contains 7779 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 172793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137022512.000000 Penalty: 65165.144531
Iteration 7F: 20 clusters Score -1.370225e+08 nChanged 102021
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 92503 members 
Mstep: Class 5 contains 2834 members 
Mstep: Class 6 contains 130219 members 
Mstep: Class 7 contains 1725 members 
Mstep: Class 8 contains 43223 members 
Mstep: Class 9 contains 11011 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 254687 members 
Mstep: Class 14 contains 172419 members 
Mstep: Class 15 contains 10711 members 
Mstep: Class 16 contains 9961 members 
Mstep: Class 18 contains 24197 members 
Mstep: Class 19 contains 1188 members 
Mstep: Class 20 contains 22258 members 
Mstep: Class 21 contains 7701 members 
Mstep: Class 23 contains 5695 members 
Mstep: Class 24 contains 189754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137078256.000000 Penalty: 65165.144531
Iteration 8F: 20 clusters Score -1.370783e+08 nChanged 96921
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 98975 members 
Mstep: Class 5 contains 2813 members 
Mstep: Class 6 contains 126931 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 47313 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 6721 members 
Mstep: Class 13 contains 239733 members 
Mstep: Class 14 contains 178254 members 
Mstep: Class 15 contains 8646 members 
Mstep: Class 16 contains 10004 members 
Mstep: Class 18 contains 19564 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 19665 members 
Mstep: Class 21 contains 7902 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 207024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137118400.000000 Penalty: 65165.144531
Iteration 9F: 20 clusters Score -1.371184e+08 nChanged 89515
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 108016 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 122883 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 8 contains 51370 members 
Mstep: Class 9 contains 10595 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 5928 members 
Mstep: Class 13 contains 223260 members 
Mstep: Class 14 contains 179558 members 
Mstep: Class 15 contains 7343 members 
Mstep: Class 16 contains 10244 members 
Mstep: Class 18 contains 15912 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 17891 members 
Mstep: Class 21 contains 8334 members 
Mstep: Class 23 contains 4435 members 
Mstep: Class 24 contains 223128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153872.000000 Penalty: 65165.144531
Iteration 10F: 20 clusters Score -1.371539e+08 nChanged 81174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 119081 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 118380 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 55312 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 5426 members 
Mstep: Class 13 contains 209355 members 
Mstep: Class 14 contains 177622 members 
Mstep: Class 15 contains 6387 members 
Mstep: Class 16 contains 10576 members 
Mstep: Class 18 contains 13195 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16482 members 
Mstep: Class 21 contains 8844 members 
Mstep: Class 23 contains 4057 members 
Mstep: Class 24 contains 234870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137180544.000000 Penalty: 65165.144531
Iteration 11F: 20 clusters Score -1.371805e+08 nChanged 74004
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 131389 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 113547 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 58985 members 
Mstep: Class 9 contains 11760 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 5153 members 
Mstep: Class 13 contains 197187 members 
Mstep: Class 14 contains 175243 members 
Mstep: Class 15 contains 5670 members 
Mstep: Class 16 contains 10995 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 15357 members 
Mstep: Class 21 contains 9380 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 242183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137206816.000000 Penalty: 65165.144531
Iteration 12F: 20 clusters Score -1.372068e+08 nChanged 63818
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 143748 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 108860 members 
Mstep: Class 7 contains 1555 members 
Mstep: Class 8 contains 62101 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 5033 members 
Mstep: Class 13 contains 188158 members 
Mstep: Class 14 contains 172535 members 
Mstep: Class 15 contains 5052 members 
Mstep: Class 16 contains 11779 members 
Mstep: Class 18 contains 9386 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 14419 members 
Mstep: Class 21 contains 9916 members 
Mstep: Class 23 contains 3524 members 
Mstep: Class 24 contains 245264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137226496.000000 Penalty: 65165.144531
Iteration 13F: 20 clusters Score -1.372265e+08 nChanged 54842
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 158097 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 104501 members 
Mstep: Class 7 contains 1555 members 
Mstep: Class 8 contains 64843 members 
Mstep: Class 9 contains 13518 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 181482 members 
Mstep: Class 14 contains 168570 members 
Mstep: Class 15 contains 4599 members 
Mstep: Class 16 contains 12792 members 
Mstep: Class 18 contains 8112 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 13519 members 
Mstep: Class 21 contains 10568 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 244058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137241008.000000 Penalty: 65165.144531
Iteration 14F: 20 clusters Score -1.37241e+08 nChanged 49882
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 175659 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 100369 members 
Mstep: Class 7 contains 1543 members 
Mstep: Class 8 contains 67103 members 
Mstep: Class 9 contains 14342 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 176844 members 
Mstep: Class 14 contains 163093 members 
Mstep: Class 15 contains 4234 members 
Mstep: Class 16 contains 14073 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 12705 members 
Mstep: Class 21 contains 11308 members 
Mstep: Class 23 contains 3041 members 
Mstep: Class 24 contains 238550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3424.999756 but Gain 3429.746094
Score: -137256624.000000 Penalty: 61735.398438
Iteration 15Q: 19 clusters Score -1.372566e+08 nChanged 50971
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 196707 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 97391 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 8 contains 68941 members 
Mstep: Class 9 contains 15114 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 4948 members 
Mstep: Class 13 contains 174695 members 
Mstep: Class 14 contains 156677 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 15621 members 
Mstep: Class 18 contains 6245 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 12106 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 24 contains 229357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137273728.000000 Penalty: 61735.398438
Iteration 16F: 19 clusters Score -1.372737e+08 nChanged 50870
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 221419 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 93960 members 
Mstep: Class 7 contains 1517 members 
Mstep: Class 8 contains 70233 members 
Mstep: Class 9 contains 15675 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 4883 members 
Mstep: Class 13 contains 172234 members 
Mstep: Class 14 contains 148795 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 17413 members 
Mstep: Class 18 contains 5601 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 11498 members 
Mstep: Class 21 contains 12942 members 
Mstep: Class 24 contains 216150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137286272.000000 Penalty: 61735.398438
Iteration 17F: 19 clusters Score -1.372863e+08 nChanged 52421
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 246498 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 91098 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 71062 members 
Mstep: Class 9 contains 16211 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 4791 members 
Mstep: Class 13 contains 169360 members 
Mstep: Class 14 contains 140695 members 
Mstep: Class 15 contains 3539 members 
Mstep: Class 16 contains 19429 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10962 members 
Mstep: Class 21 contains 13889 members 
Mstep: Class 24 contains 202885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137291744.000000 Penalty: 61735.398438
Iteration 18F: 19 clusters Score -1.372917e+08 nChanged 53356
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 268033 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 88625 members 
Mstep: Class 7 contains 1486 members 
Mstep: Class 8 contains 72209 members 
Mstep: Class 9 contains 16782 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 4725 members 
Mstep: Class 13 contains 165892 members 
Mstep: Class 14 contains 134706 members 
Mstep: Class 15 contains 3356 members 
Mstep: Class 16 contains 21701 members 
Mstep: Class 18 contains 4627 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10671 members 
Mstep: Class 21 contains 14901 members 
Mstep: Class 24 contains 190033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137289600.000000 Penalty: 61735.398438
Iteration 19F: 19 clusters Score -1.372896e+08 nChanged 53597
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 281648 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 86523 members 
Mstep: Class 7 contains 1474 members 
Mstep: Class 8 contains 73951 members 
Mstep: Class 9 contains 17482 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 12 contains 4656 members 
Mstep: Class 13 contains 162410 members 
Mstep: Class 14 contains 131772 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 16 contains 24363 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 16012 members 
Mstep: Class 24 contains 179784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137278208.000000 Penalty: 61735.398438
Iteration 20F: 19 clusters Score -1.372782e+08 nChanged 50265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 281972 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 84802 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 76979 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 4605 members 
Mstep: Class 13 contains 159977 members 
Mstep: Class 14 contains 132159 members 
Mstep: Class 15 contains 3150 members 
Mstep: Class 16 contains 27285 members 
Mstep: Class 18 contains 4085 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10615 members 
Mstep: Class 21 contains 17437 members 
Mstep: Class 24 contains 175324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137283440.000000 Penalty: 61735.398438
Iteration 21Q: 19 clusters Score -1.372834e+08 nChanged 40838
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 274396 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 83011 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 80410 members 
Mstep: Class 9 contains 18930 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 4567 members 
Mstep: Class 13 contains 160118 members 
Mstep: Class 14 contains 133796 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 29916 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10724 members 
Mstep: Class 21 contains 18948 members 
Mstep: Class 24 contains 174521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137300704.000000 Penalty: 61735.398438
Iteration 22Q: 19 clusters Score -1.373007e+08 nChanged 33849
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 265214 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 80941 members 
Mstep: Class 7 contains 1446 members 
Mstep: Class 8 contains 83704 members 
Mstep: Class 9 contains 19487 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 4496 members 
Mstep: Class 13 contains 162394 members 
Mstep: Class 14 contains 135489 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 31970 members 
Mstep: Class 18 contains 3811 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10706 members 
Mstep: Class 21 contains 20382 members 
Mstep: Class 24 contains 174488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137316128.000000 Penalty: 61735.398438
Iteration 23Q: 19 clusters Score -1.373161e+08 nChanged 29396
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 256652 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 78917 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 8 contains 86895 members 
Mstep: Class 9 contains 19902 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 4416 members 
Mstep: Class 13 contains 164939 members 
Mstep: Class 14 contains 136746 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 33519 members 
Mstep: Class 18 contains 3714 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10617 members 
Mstep: Class 21 contains 21753 members 
Mstep: Class 24 contains 174743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137327984.000000 Penalty: 61735.398438
Iteration 24Q: 19 clusters Score -1.37328e+08 nChanged 26710
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 248756 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 77013 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 90040 members 
Mstep: Class 9 contains 20218 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 4338 members 
Mstep: Class 13 contains 167111 members 
Mstep: Class 14 contains 137898 members 
Mstep: Class 15 contains 2772 members 
Mstep: Class 16 contains 34788 members 
Mstep: Class 18 contains 3646 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10486 members 
Mstep: Class 21 contains 23172 members 
Mstep: Class 24 contains 175001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137336512.000000 Penalty: 61735.398438
Iteration 25Q: 19 clusters Score -1.373365e+08 nChanged 25040
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 241017 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 75222 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 8 contains 93170 members 
Mstep: Class 9 contains 20474 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 4262 members 
Mstep: Class 13 contains 169296 members 
Mstep: Class 14 contains 138865 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 35856 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10400 members 
Mstep: Class 21 contains 24644 members 
Mstep: Class 24 contains 175152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137343600.000000 Penalty: 61735.398438
Iteration 26Q: 19 clusters Score -1.373436e+08 nChanged 23595
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 233901 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 73580 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 96312 members 
Mstep: Class 9 contains 20676 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 171134 members 
Mstep: Class 14 contains 139638 members 
Mstep: Class 15 contains 2657 members 
Mstep: Class 16 contains 36737 members 
Mstep: Class 18 contains 3542 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10332 members 
Mstep: Class 21 contains 26173 members 
Mstep: Class 24 contains 175145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137349536.000000 Penalty: 61735.398438
Iteration 27Q: 19 clusters Score -1.373495e+08 nChanged 22314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 227430 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 72046 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 99575 members 
Mstep: Class 9 contains 20833 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 4094 members 
Mstep: Class 13 contains 172812 members 
Mstep: Class 14 contains 140039 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 37411 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10257 members 
Mstep: Class 21 contains 27671 members 
Mstep: Class 24 contains 174937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137354608.000000 Penalty: 61735.398438
Iteration 28Q: 19 clusters Score -1.373546e+08 nChanged 21152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 221339 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 70671 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 102901 members 
Mstep: Class 9 contains 20975 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 4020 members 
Mstep: Class 13 contains 174273 members 
Mstep: Class 14 contains 140166 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 37890 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10196 members 
Mstep: Class 21 contains 29175 members 
Mstep: Class 24 contains 174643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137359808.000000 Penalty: 61735.398438
Iteration 29Q: 19 clusters Score -1.373598e+08 nChanged 20117
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 215815 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 69355 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 106233 members 
Mstep: Class 9 contains 21064 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 3959 members 
Mstep: Class 13 contains 175312 members 
Mstep: Class 14 contains 140197 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 38228 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10135 members 
Mstep: Class 21 contains 30668 members 
Mstep: Class 24 contains 174387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137364192.000000 Penalty: 61735.398438
Iteration 30Q: 19 clusters Score -1.373642e+08 nChanged 18807
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 210834 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 68066 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 109516 members 
Mstep: Class 9 contains 21167 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 176098 members 
Mstep: Class 14 contains 140108 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 38559 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 32134 members 
Mstep: Class 24 contains 173958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137367472.000000 Penalty: 61735.398438
Iteration 31Q: 19 clusters Score -1.373675e+08 nChanged 17817
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 206046 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 66875 members 
Mstep: Class 7 contains 1360 members 
Mstep: Class 8 contains 113096 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 3855 members 
Mstep: Class 13 contains 176408 members 
Mstep: Class 14 contains 139932 members 
Mstep: Class 15 contains 2578 members 
Mstep: Class 16 contains 38834 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10121 members 
Mstep: Class 21 contains 33602 members 
Mstep: Class 24 contains 173513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137371104.000000 Penalty: 61735.398438
Iteration 32Q: 19 clusters Score -1.373711e+08 nChanged 16702
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 201736 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 65792 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 116635 members 
Mstep: Class 9 contains 21264 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 3819 members 
Mstep: Class 13 contains 176593 members 
Mstep: Class 14 contains 139638 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 39011 members 
Mstep: Class 18 contains 3424 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10121 members 
Mstep: Class 21 contains 35046 members 
Mstep: Class 24 contains 172958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137374496.000000 Penalty: 61735.398438
Iteration 33Q: 19 clusters Score -1.373745e+08 nChanged 15133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 198065 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 64859 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 120082 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 176422 members 
Mstep: Class 14 contains 139104 members 
Mstep: Class 15 contains 2639 members 
Mstep: Class 16 contains 39150 members 
Mstep: Class 18 contains 3415 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 36409 members 
Mstep: Class 24 contains 172484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137377744.000000 Penalty: 61735.398438
Iteration 34Q: 19 clusters Score -1.373777e+08 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 194936 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 63986 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 123544 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 176006 members 
Mstep: Class 14 contains 138450 members 
Mstep: Class 15 contains 2688 members 
Mstep: Class 16 contains 39268 members 
Mstep: Class 18 contains 3402 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 37733 members 
Mstep: Class 24 contains 171851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137380096.000000 Penalty: 61735.398438
Iteration 35Q: 19 clusters Score -1.373801e+08 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 192315 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 63187 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 127042 members 
Mstep: Class 9 contains 21376 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 175508 members 
Mstep: Class 14 contains 137673 members 
Mstep: Class 15 contains 2745 members 
Mstep: Class 16 contains 39348 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10196 members 
Mstep: Class 21 contains 38928 members 
Mstep: Class 24 contains 171117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137382704.000000 Penalty: 61735.398438
Iteration 36Q: 19 clusters Score -1.373827e+08 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 190276 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 62474 members 
Mstep: Class 7 contains 1338 members 
Mstep: Class 8 contains 130404 members 
Mstep: Class 9 contains 21376 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 174800 members 
Mstep: Class 14 contains 136814 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 39381 members 
Mstep: Class 18 contains 3408 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10234 members 
Mstep: Class 21 contains 40023 members 
Mstep: Class 24 contains 170295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137385408.000000 Penalty: 61735.398438
Iteration 37Q: 19 clusters Score -1.373854e+08 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 188667 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 61846 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 133583 members 
Mstep: Class 9 contains 21338 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 3639 members 
Mstep: Class 13 contains 174060 members 
Mstep: Class 14 contains 135888 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 39379 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10260 members 
Mstep: Class 21 contains 41018 members 
Mstep: Class 24 contains 169428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137387840.000000 Penalty: 61735.398438
Iteration 38Q: 19 clusters Score -1.373878e+08 nChanged 10805
Entering ConstructFrom: 
Score: -137387840.000000 Penalty: 61735.398438
Entering ConstructFrom: 
Trying to split cluster 1 (22371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Entering Unmasked Estep 
Score: -3146073.750000 Penalty: 2483.849121
	Iteration 0F: 2 clusters Score -3146074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3130532.000000 Penalty: 4967.698242
	Iteration 0F: 3 clusters Score -3130532 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3135878.500000 Penalty: 4967.698242
	Iteration 1F: 3 clusters Score -3135878 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3136270.250000 Penalty: 4967.698242
	Iteration 2Q: 3 clusters Score -3136270 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3136602.500000 Penalty: 4967.698242
	Iteration 3Q: 3 clusters Score -3136602 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3136896.250000 Penalty: 4967.698242
	Iteration 4Q: 3 clusters Score -3136896 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3137174.750000 Penalty: 4967.698242
	Iteration 5Q: 3 clusters Score -3137175 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3137420.750000 Penalty: 4967.698242
	Iteration 6Q: 3 clusters Score -3137421 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -3137700.750000 Penalty: 4967.698242
	Iteration 7Q: 3 clusters Score -3137701 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3138058.500000 Penalty: 4967.698242
	Iteration 8Q: 3 clusters Score -3138058 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3138514.500000 Penalty: 4967.698242
	Iteration 9Q: 3 clusters Score -3138514 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3139094.000000 Penalty: 4967.698242
	Iteration 10Q: 3 clusters Score -3139094 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3139866.500000 Penalty: 4967.698242
	Iteration 11Q: 3 clusters Score -3139866 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3140672.750000 Penalty: 4967.698242
	Iteration 12Q: 3 clusters Score -3140673 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3141423.750000 Penalty: 4967.698242
	Iteration 13Q: 3 clusters Score -3141424 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3142075.000000 Penalty: 4967.698242
	Iteration 14Q: 3 clusters Score -3142075 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3142530.500000 Penalty: 4967.698242
	Iteration 15Q: 3 clusters Score -3142530 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3142852.250000 Penalty: 4967.698242
	Iteration 16Q: 3 clusters Score -3142852 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3143103.750000 Penalty: 4967.698242
	Iteration 17Q: 3 clusters Score -3143104 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3143304.250000 Penalty: 4967.698242
	Iteration 18Q: 3 clusters Score -3143304 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3143457.500000 Penalty: 4967.698242
	Iteration 19Q: 3 clusters Score -3143458 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3143558.750000 Penalty: 4967.698242
	Iteration 20F: 3 clusters Score -3143559 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3143641.750000 Penalty: 4967.698242
	Iteration 21Q: 3 clusters Score -3143642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3143716.250000 Penalty: 4967.698242
	Iteration 22Q: 3 clusters Score -3143716 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3143777.000000 Penalty: 4967.698242
	Iteration 23Q: 3 clusters Score -3143777 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3143825.500000 Penalty: 4967.698242
	Iteration 24Q: 3 clusters Score -3143826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3143865.000000 Penalty: 4967.698242
	Iteration 25Q: 3 clusters Score -3143865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3143900.250000 Penalty: 4967.698242
	Iteration 26Q: 3 clusters Score -3143900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3143915.250000 Penalty: 4967.698242
	Iteration 27Q: 3 clusters Score -3143915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3143944.750000 Penalty: 4967.698242
	Iteration 28Q: 3 clusters Score -3143945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3143964.500000 Penalty: 4967.698242
	Iteration 29Q: 3 clusters Score -3143964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3143974.750000 Penalty: 4967.698242
	Iteration 30Q: 3 clusters Score -3143975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3143980.250000 Penalty: 4967.698242
	Iteration 31Q: 3 clusters Score -3143980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3143983.500000 Penalty: 4967.698242
	Iteration 32Q: 3 clusters Score -3143984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3143989.750000 Penalty: 4967.698242
	Iteration 33Q: 3 clusters Score -3143990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3143989.250000 Penalty: 4967.698242
	Iteration 34Q: 3 clusters Score -3143989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3143990.000000 Penalty: 4967.698242
	Iteration 35Q: 3 clusters Score -3143990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3143993.250000 Penalty: 4967.698242
	Iteration 36Q: 3 clusters Score -3143993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3143993.500000 Penalty: 4967.698242
	Iteration 37Q: 3 clusters Score -3143994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3143997.250000 Penalty: 4967.698242
	Iteration 38Q: 3 clusters Score -3143997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3143996.000000 Penalty: 4967.698242
	Iteration 39Q: 3 clusters Score -3143996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3143999.500000 Penalty: 4967.698242
	Iteration 40F: 3 clusters Score -3144000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (187020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187020 members 
Entering Unmasked Estep 
Score: -25712020.000000 Penalty: 3010.464844
	Iteration 0F: 2 clusters Score -2.571202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 93549 members 
Entering Unmasked Estep 
Score: -25593808.000000 Penalty: 6020.929688
	Iteration 0F: 3 clusters Score -2.559381e+07 nChanged 89835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91972 members 
Mstep: Class 2 contains 95048 members 
Entering Unmasked Estep 
Score: -25646472.000000 Penalty: 6020.929688
	Iteration 1F: 3 clusters Score -2.564647e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -25648542.000000 Penalty: 6020.929688
	Iteration 2Q: 3 clusters Score -2.564854e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 97850 members 
Entering Unmasked Estep 
Score: -25651436.000000 Penalty: 6020.929688
	Iteration 3Q: 3 clusters Score -2.565144e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 100454 members 
Entering Unmasked Estep 
Score: -25655508.000000 Penalty: 6020.929688
	Iteration 4Q: 3 clusters Score -2.565551e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 104178 members 
Entering Unmasked Estep 
Score: -25661646.000000 Penalty: 6020.929688
	Iteration 5F: 3 clusters Score -2.566165e+07 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -25669800.000000 Penalty: 6020.929688
	Iteration 6F: 3 clusters Score -2.56698e+07 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 114252 members 
Entering Unmasked Estep 
Score: -25679660.000000 Penalty: 6020.929688
	Iteration 7F: 3 clusters Score -2.567966e+07 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 118606 members 
Entering Unmasked Estep 
Score: -25688358.000000 Penalty: 6020.929688
	Iteration 8F: 3 clusters Score -2.568836e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 121522 members 
Entering Unmasked Estep 
Score: -25693010.000000 Penalty: 6020.929688
	Iteration 9F: 3 clusters Score -2.569301e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 123871 members 
Entering Unmasked Estep 
Score: -25695072.000000 Penalty: 6020.929688
	Iteration 10Q: 3 clusters Score -2.569507e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 126135 members 
Entering Unmasked Estep 
Score: -25696170.000000 Penalty: 6020.929688
	Iteration 11Q: 3 clusters Score -2.569617e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 128518 members 
Entering Unmasked Estep 
Score: -25697020.000000 Penalty: 6020.929688
	Iteration 12Q: 3 clusters Score -2.569702e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 130884 members 
Entering Unmasked Estep 
Score: -25697768.000000 Penalty: 6020.929688
	Iteration 13Q: 3 clusters Score -2.569777e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 133390 members 
Entering Unmasked Estep 
Score: -25698536.000000 Penalty: 6020.929688
	Iteration 14Q: 3 clusters Score -2.569854e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 136012 members 
Entering Unmasked Estep 
Score: -25698974.000000 Penalty: 6020.929688
	Iteration 15Q: 3 clusters Score -2.569897e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 138765 members 
Entering Unmasked Estep 
Score: -25699900.000000 Penalty: 6020.929688
	Iteration 16Q: 3 clusters Score -2.56999e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 141659 members 
Entering Unmasked Estep 
Score: -25700824.000000 Penalty: 6020.929688
	Iteration 17Q: 3 clusters Score -2.570082e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 144751 members 
Entering Unmasked Estep 
Score: -25701620.000000 Penalty: 6020.929688
	Iteration 18Q: 3 clusters Score -2.570162e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 147907 members 
Entering Unmasked Estep 
Score: -25702564.000000 Penalty: 6020.929688
	Iteration 19Q: 3 clusters Score -2.570256e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 151108 members 
Entering Unmasked Estep 
Score: -25703334.000000 Penalty: 6020.929688
	Iteration 20F: 3 clusters Score -2.570333e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 154166 members 
Entering Unmasked Estep 
Score: -25704246.000000 Penalty: 6020.929688
	Iteration 21Q: 3 clusters Score -2.570425e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 157088 members 
Entering Unmasked Estep 
Score: -25704964.000000 Penalty: 6020.929688
	Iteration 22Q: 3 clusters Score -2.570496e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 159869 members 
Entering Unmasked Estep 
Score: -25705834.000000 Penalty: 6020.929688
	Iteration 23Q: 3 clusters Score -2.570583e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 162503 members 
Entering Unmasked Estep 
Score: -25706602.000000 Penalty: 6020.929688
	Iteration 24Q: 3 clusters Score -2.57066e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 164936 members 
Entering Unmasked Estep 
Score: -25706936.000000 Penalty: 6020.929688
	Iteration 25Q: 3 clusters Score -2.570694e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 167118 members 
Entering Unmasked Estep 
Score: -25707472.000000 Penalty: 6020.929688
	Iteration 26Q: 3 clusters Score -2.570747e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 169103 members 
Entering Unmasked Estep 
Score: -25707814.000000 Penalty: 6020.929688
	Iteration 27Q: 3 clusters Score -2.570781e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 170962 members 
Entering Unmasked Estep 
Score: -25708256.000000 Penalty: 6020.929688
	Iteration 28Q: 3 clusters Score -2.570826e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 172684 members 
Entering Unmasked Estep 
Score: -25708670.000000 Penalty: 6020.929688
	Iteration 29Q: 3 clusters Score -2.570867e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 174247 members 
Entering Unmasked Estep 
Score: -25708988.000000 Penalty: 6020.929688
	Iteration 30Q: 3 clusters Score -2.570899e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 175715 members 
Entering Unmasked Estep 
Score: -25709122.000000 Penalty: 6020.929688
	Iteration 31Q: 3 clusters Score -2.570912e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 177032 members 
Entering Unmasked Estep 
Score: -25709346.000000 Penalty: 6020.929688
	Iteration 32Q: 3 clusters Score -2.570935e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 178190 members 
Entering Unmasked Estep 
Score: -25709622.000000 Penalty: 6020.929688
	Iteration 33Q: 3 clusters Score -2.570962e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 179246 members 
Entering Unmasked Estep 
Score: -25709792.000000 Penalty: 6020.929688
	Iteration 34Q: 3 clusters Score -2.570979e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 180158 members 
Entering Unmasked Estep 
Score: -25709932.000000 Penalty: 6020.929688
	Iteration 35Q: 3 clusters Score -2.570993e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 180942 members 
Entering Unmasked Estep 
Score: -25710020.000000 Penalty: 6020.929688
	Iteration 36Q: 3 clusters Score -2.571002e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 181653 members 
Entering Unmasked Estep 
Score: -25710072.000000 Penalty: 6020.929688
	Iteration 37Q: 3 clusters Score -2.571007e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 182246 members 
Entering Unmasked Estep 
Score: -25710150.000000 Penalty: 6020.929688
	Iteration 38Q: 3 clusters Score -2.571015e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 182735 members 
Entering Unmasked Estep 
Score: -25710196.000000 Penalty: 6020.929688
	Iteration 39Q: 3 clusters Score -2.57102e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 183113 members 
Entering Unmasked Estep 
Score: -25710222.000000 Penalty: 6020.929688
	Iteration 40F: 3 clusters Score -2.571022e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 183461 members 
Entering Unmasked Estep 
Score: -25710288.000000 Penalty: 6020.929688
	Iteration 41Q: 3 clusters Score -2.571029e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 183766 members 
Entering Unmasked Estep 
Score: -25710312.000000 Penalty: 6020.929688
	Iteration 42Q: 3 clusters Score -2.571031e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -25710374.000000 Penalty: 6020.929688
	Iteration 43Q: 3 clusters Score -2.571037e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 184256 members 
Entering Unmasked Estep 
Score: -25710364.000000 Penalty: 6020.929688
	Iteration 44Q: 3 clusters Score -2.571036e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 184428 members 
Entering Unmasked Estep 
Score: -25710358.000000 Penalty: 6020.929688
	Iteration 45Q: 3 clusters Score -2.571036e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 184549 members 
Entering Unmasked Estep 
Score: -25710364.000000 Penalty: 6020.929688
	Iteration 46Q: 3 clusters Score -2.571036e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 184670 members 
Entering Unmasked Estep 
Score: -25710382.000000 Penalty: 6020.929688
	Iteration 47Q: 3 clusters Score -2.571038e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 184781 members 
Entering Unmasked Estep 
Score: -25710370.000000 Penalty: 6020.929688
	Iteration 48Q: 3 clusters Score -2.571037e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 184876 members 
Entering Unmasked Estep 
Score: -25710360.000000 Penalty: 6020.929688
	Iteration 49Q: 3 clusters Score -2.571036e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 184964 members 
Entering Unmasked Estep 
Score: -25710418.000000 Penalty: 6020.929688
	Iteration 50Q: 3 clusters Score -2.571042e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 185046 members 
Entering Unmasked Estep 
Score: -25710454.000000 Penalty: 6020.929688
	Iteration 51Q: 3 clusters Score -2.571045e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 185116 members 
Entering Unmasked Estep 
Score: -25710476.000000 Penalty: 6020.929688
	Iteration 52Q: 3 clusters Score -2.571048e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 185180 members 
Entering Unmasked Estep 
Score: -25710490.000000 Penalty: 6020.929688
	Iteration 53Q: 3 clusters Score -2.571049e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 185223 members 
Entering Unmasked Estep 
Score: -25710468.000000 Penalty: 6020.929688
	Iteration 54Q: 3 clusters Score -2.571047e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 185259 members 
Entering Unmasked Estep 
Score: -25710460.000000 Penalty: 6020.929688
	Iteration 55Q: 3 clusters Score -2.571046e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 185296 members 
Entering Unmasked Estep 
Score: -25710470.000000 Penalty: 6020.929688
	Iteration 56Q: 3 clusters Score -2.571047e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 185323 members 
Entering Unmasked Estep 
Score: -25710506.000000 Penalty: 6020.929688
	Iteration 57Q: 3 clusters Score -2.571051e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 185354 members 
Entering Unmasked Estep 
Score: -25710484.000000 Penalty: 6020.929688
	Iteration 58Q: 3 clusters Score -2.571048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 185374 members 
Entering Unmasked Estep 
Score: -25710504.000000 Penalty: 6020.929688
	Iteration 59Q: 3 clusters Score -2.57105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 185384 members 
Entering Unmasked Estep 
Score: -25710500.000000 Penalty: 6020.929688
	Iteration 60F: 3 clusters Score -2.57105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 185402 members 
Entering Unmasked Estep 
Score: -25710494.000000 Penalty: 6020.929688
	Iteration 61Q: 3 clusters Score -2.571049e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 185422 members 
Entering Unmasked Estep 
Score: -25710492.000000 Penalty: 6020.929688
	Iteration 62Q: 3 clusters Score -2.571049e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 185446 members 
Entering Unmasked Estep 
Score: -25710520.000000 Penalty: 6020.929688
	Iteration 63Q: 3 clusters Score -2.571052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 185461 members 
Entering Unmasked Estep 
Score: -25710506.000000 Penalty: 6020.929688
	Iteration 64Q: 3 clusters Score -2.571051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 185471 members 
Entering Unmasked Estep 
Score: -25710518.000000 Penalty: 6020.929688
	Iteration 65Q: 3 clusters Score -2.571052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 185475 members 
Entering Unmasked Estep 
Score: -25710510.000000 Penalty: 6020.929688
	Iteration 66Q: 3 clusters Score -2.571051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 185481 members 
Entering Unmasked Estep 
Score: -25710550.000000 Penalty: 6020.929688
	Iteration 67Q: 3 clusters Score -2.571055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 185490 members 
Entering Unmasked Estep 
Score: -25710538.000000 Penalty: 6020.929688
	Iteration 68Q: 3 clusters Score -2.571054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 185498 members 
Entering Unmasked Estep 
Score: -25710528.000000 Penalty: 6020.929688
	Iteration 69Q: 3 clusters Score -2.571053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 185504 members 
Entering Unmasked Estep 
Score: -25710528.000000 Penalty: 6020.929688
	Iteration 70Q: 3 clusters Score -2.571053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 185508 members 
Entering Unmasked Estep 
Score: -25710534.000000 Penalty: 6020.929688
	Iteration 71Q: 3 clusters Score -2.571053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 185512 members 
Entering Unmasked Estep 
Score: -25710518.000000 Penalty: 6020.929688
	Iteration 72Q: 3 clusters Score -2.571052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 185515 members 
Entering Unmasked Estep 
Score: -25710528.000000 Penalty: 6020.929688
	Iteration 73Q: 3 clusters Score -2.571053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 185518 members 
Entering Unmasked Estep 
Score: -25710538.000000 Penalty: 6020.929688
	Iteration 74Q: 3 clusters Score -2.571054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 185520 members 
Entering Unmasked Estep 
Score: -25710526.000000 Penalty: 6020.929688
	Iteration 75Q: 3 clusters Score -2.571053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 185523 members 
Entering Unmasked Estep 
Score: -25710536.000000 Penalty: 6020.929688
	Iteration 76Q: 3 clusters Score -2.571054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 185526 members 
Entering Unmasked Estep 
Score: -25710522.000000 Penalty: 6020.929688
	Iteration 77Q: 3 clusters Score -2.571052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 185530 members 
Entering Unmasked Estep 
Score: -25710548.000000 Penalty: 6020.929688
	Iteration 78Q: 3 clusters Score -2.571055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 185534 members 
Entering Unmasked Estep 
Score: -25710538.000000 Penalty: 6020.929688
	Iteration 79Q: 3 clusters Score -2.571054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 185540 members 
Entering Unmasked Estep 
Score: -25710540.000000 Penalty: 6020.929688
	Iteration 80F: 3 clusters Score -2.571054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 185541 members 
Entering Unmasked Estep 
Score: -25710534.000000 Penalty: 6020.929688
	Iteration 81Q: 3 clusters Score -2.571053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 185540 members 
Entering Unmasked Estep 
Score: -25710538.000000 Penalty: 6020.929688
	Iteration 82Q: 3 clusters Score -2.571054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 185543 members 
Entering Unmasked Estep 
Score: -25710536.000000 Penalty: 6020.929688
	Iteration 83Q: 3 clusters Score -2.571054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 185544 members 
Entering Unmasked Estep 
Score: -25710534.000000 Penalty: 6020.929688
	Iteration 84Q: 3 clusters Score -2.571053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 185546 members 
Entering Unmasked Estep 
Score: -25710536.000000 Penalty: 6020.929688
	Iteration 85Q: 3 clusters Score -2.571054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 185548 members 
Entering Unmasked Estep 
Score: -25710538.000000 Penalty: 6020.929688
	Iteration 86Q: 3 clusters Score -2.571054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 185549 members 
Entering Unmasked Estep 
Score: -25710536.000000 Penalty: 6020.929688
	Iteration 87Q: 3 clusters Score -2.571054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 185549 members 
Entering Unmasked Estep 
Score: -25710536.000000 Penalty: 6020.929688
	Iteration 88Q: 3 clusters Score -2.571054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 185548 members 
Entering Unmasked Estep 
Score: -25710540.000000 Penalty: 6020.929688
	Iteration 89Q: 3 clusters Score -2.571054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 185548 members 
Entering Unmasked Estep 
Score: -25710540.000000 Penalty: 6020.929688
	Iteration 90F: 3 clusters Score -2.571054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -330119.500000 Penalty: 1969.264771
	Iteration 0F: 2 clusters Score -330119.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -327118.093750 Penalty: 3938.529541
	Iteration 0F: 3 clusters Score -327118.1 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -329778.375000 Penalty: 3938.529541
	Iteration 1F: 3 clusters Score -329778.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -332983.312500 Penalty: 3938.529541
	Iteration 2F: 3 clusters Score -332983.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -335365.906250 Penalty: 3938.529541
	Iteration 3F: 3 clusters Score -335365.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -336507.031250 Penalty: 3938.529541
	Iteration 4F: 3 clusters Score -336507 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -337105.312500 Penalty: 3938.529541
	Iteration 5Q: 3 clusters Score -337105.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -337724.468750 Penalty: 3938.529541
	Iteration 6Q: 3 clusters Score -337724.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -338648.281250 Penalty: 3938.529541
	Iteration 7Q: 3 clusters Score -338648.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -340390.437500 Penalty: 3938.529541
	Iteration 8Q: 3 clusters Score -340390.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -341908.437500 Penalty: 3938.529541
	Iteration 9Q: 3 clusters Score -341908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -341979.250000 Penalty: 3938.529541
	Iteration 10Q: 3 clusters Score -341979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -341979.250000 Penalty: 3938.529541
	Iteration 11F: 3 clusters Score -341979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 187020 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 61267 members 
Mstep: Class 7 contains 1325 members 
Mstep: Class 8 contains 136928 members 
Mstep: Class 9 contains 21253 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 173281 members 
Mstep: Class 14 contains 134912 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 39403 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10315 members 
Mstep: Class 21 contains 42020 members 
Mstep: Class 24 contains 168550 members 
Entering Unmasked Estep 
Score: -137400192.000000 Penalty: 65165.144531
Splitting cluster 5 changes total score from -137387840.000000 to -137400192.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (61267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Entering Unmasked Estep 
Score: -8211569.500000 Penalty: 2733.703125
	Iteration 0F: 2 clusters Score -8211570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -8170563.000000 Penalty: 5467.406250
	Iteration 0F: 3 clusters Score -8170563 nChanged 28641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -8186570.000000 Penalty: 5467.406250
	Iteration 1F: 3 clusters Score -8186570 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -8187961.000000 Penalty: 5467.406250
	Iteration 2Q: 3 clusters Score -8187961 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -8190086.500000 Penalty: 5467.406250
	Iteration 3F: 3 clusters Score -8190086 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -8193100.000000 Penalty: 5467.406250
	Iteration 4F: 3 clusters Score -8193100 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -8196377.500000 Penalty: 5467.406250
	Iteration 5F: 3 clusters Score -8196378 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -8199485.500000 Penalty: 5467.406250
	Iteration 6F: 3 clusters Score -8199486 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -8202177.000000 Penalty: 5467.406250
	Iteration 7F: 3 clusters Score -8202177 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -8204768.500000 Penalty: 5467.406250
	Iteration 8F: 3 clusters Score -8204768 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -8207195.000000 Penalty: 5467.406250
	Iteration 9F: 3 clusters Score -8207195 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -8209531.500000 Penalty: 5467.406250
	Iteration 10Q: 3 clusters Score -8209532 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -8211723.000000 Penalty: 5467.406250
	Iteration 11Q: 3 clusters Score -8211723 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -8213193.500000 Penalty: 5467.406250
	Iteration 12Q: 3 clusters Score -8213194 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -8213797.500000 Penalty: 5467.406250
	Iteration 13Q: 3 clusters Score -8213798 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -8214046.000000 Penalty: 5467.406250
	Iteration 14Q: 3 clusters Score -8214046 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -8214194.000000 Penalty: 5467.406250
	Iteration 15Q: 3 clusters Score -8214194 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -8214274.000000 Penalty: 5467.406250
	Iteration 16Q: 3 clusters Score -8214274 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -8214319.000000 Penalty: 5467.406250
	Iteration 17Q: 3 clusters Score -8214319 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -8214333.000000 Penalty: 5467.406250
	Iteration 18Q: 3 clusters Score -8214333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -8214360.000000 Penalty: 5467.406250
	Iteration 19Q: 3 clusters Score -8214360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -8214370.000000 Penalty: 5467.406250
	Iteration 20F: 3 clusters Score -8214370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -8214371.500000 Penalty: 5467.406250
	Iteration 21Q: 3 clusters Score -8214372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8214373.500000 Penalty: 5467.406250
	Iteration 22Q: 3 clusters Score -8214374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -8214385.000000 Penalty: 5467.406250
	Iteration 23Q: 3 clusters Score -8214385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8214385.000000 Penalty: 5467.406250
	Iteration 24Q: 3 clusters Score -8214385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8214389.000000 Penalty: 5467.406250
	Iteration 25Q: 3 clusters Score -8214389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8214402.500000 Penalty: 5467.406250
	Iteration 26Q: 3 clusters Score -8214402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -8214385.000000 Penalty: 5467.406250
	Iteration 27Q: 3 clusters Score -8214385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -8214391.500000 Penalty: 5467.406250
	Iteration 28Q: 3 clusters Score -8214392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -8214385.500000 Penalty: 5467.406250
	Iteration 29Q: 3 clusters Score -8214386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8214393.500000 Penalty: 5467.406250
	Iteration 30Q: 3 clusters Score -8214394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -8214393.000000 Penalty: 5467.406250
	Iteration 31Q: 3 clusters Score -8214393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -8214395.000000 Penalty: 5467.406250
	Iteration 32Q: 3 clusters Score -8214395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -8214402.500000 Penalty: 5467.406250
	Iteration 33Q: 3 clusters Score -8214402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8214401.500000 Penalty: 5467.406250
	Iteration 34Q: 3 clusters Score -8214402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8214402.000000 Penalty: 5467.406250
	Iteration 35Q: 3 clusters Score -8214402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -8214405.000000 Penalty: 5467.406250
	Iteration 36Q: 3 clusters Score -8214405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -8214402.000000 Penalty: 5467.406250
	Iteration 37Q: 3 clusters Score -8214402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -8214401.000000 Penalty: 5467.406250
	Iteration 38Q: 3 clusters Score -8214401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -8214400.500000 Penalty: 5467.406250
	Iteration 39Q: 3 clusters Score -8214400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -8214395.000000 Penalty: 5467.406250
	Iteration 40F: 3 clusters Score -8214395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 187020 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 3163 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58104 members 
Mstep: Class 7 contains 1325 members 
Mstep: Class 8 contains 136928 members 
Mstep: Class 9 contains 21253 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 173281 members 
Mstep: Class 14 contains 134912 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 39403 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10315 members 
Mstep: Class 21 contains 42020 members 
Mstep: Class 24 contains 168550 members 
Entering Unmasked Estep 
Score: -137401984.000000 Penalty: 68594.890625
Splitting cluster 6 changes total score from -137387840.000000 to -137401984.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 7 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -168921.796875 Penalty: 1782.913696
	Iteration 0F: 2 clusters Score -168921.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -166805.406250 Penalty: 3565.827393
	Iteration 0F: 3 clusters Score -166805.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -167230.250000 Penalty: 3565.827393
	Iteration 1F: 3 clusters Score -167230.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -167350.593750 Penalty: 3565.827393
	Iteration 2F: 3 clusters Score -167350.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -167412.218750 Penalty: 3565.827393
	Iteration 3Q: 3 clusters Score -167412.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -167473.218750 Penalty: 3565.827393
	Iteration 4Q: 3 clusters Score -167473.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -167659.125000 Penalty: 3565.827393
	Iteration 5Q: 3 clusters Score -167659.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -167777.921875 Penalty: 3565.827393
	Iteration 6Q: 3 clusters Score -167777.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -167854.000000 Penalty: 3565.827393
	Iteration 7Q: 3 clusters Score -167854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -167902.218750 Penalty: 3565.827393
	Iteration 8Q: 3 clusters Score -167902.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -167927.546875 Penalty: 3565.827393
	Iteration 9Q: 3 clusters Score -167927.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -167952.703125 Penalty: 3565.827393
	Iteration 10Q: 3 clusters Score -167952.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -167968.734375 Penalty: 3565.827393
	Iteration 11Q: 3 clusters Score -167968.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -167983.250000 Penalty: 3565.827393
	Iteration 12Q: 3 clusters Score -167983.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -167996.093750 Penalty: 3565.827393
	Iteration 13Q: 3 clusters Score -167996.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -168003.812500 Penalty: 3565.827393
	Iteration 14Q: 3 clusters Score -168003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -168006.718750 Penalty: 3565.827393
	Iteration 15Q: 3 clusters Score -168006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -168009.953125 Penalty: 3565.827393
	Iteration 16Q: 3 clusters Score -168010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -168016.546875 Penalty: 3565.827393
	Iteration 17Q: 3 clusters Score -168016.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -168024.921875 Penalty: 3565.827393
	Iteration 18Q: 3 clusters Score -168024.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -168032.375000 Penalty: 3565.827393
	Iteration 19Q: 3 clusters Score -168032.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -168039.687500 Penalty: 3565.827393
	Iteration 20F: 3 clusters Score -168039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -168066.062500 Penalty: 3565.827393
	Iteration 21Q: 3 clusters Score -168066.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -168096.015625 Penalty: 3565.827393
	Iteration 22Q: 3 clusters Score -168096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -168127.750000 Penalty: 3565.827393
	Iteration 23Q: 3 clusters Score -168127.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -168176.843750 Penalty: 3565.827393
	Iteration 24Q: 3 clusters Score -168176.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -168250.031250 Penalty: 3565.827393
	Iteration 25Q: 3 clusters Score -168250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -168301.109375 Penalty: 3565.827393
	Iteration 26Q: 3 clusters Score -168301.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168391.796875 Penalty: 3565.827393
	Iteration 27Q: 3 clusters Score -168391.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -168507.312500 Penalty: 3565.827393
	Iteration 28Q: 3 clusters Score -168507.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -168586.812500 Penalty: 3565.827393
	Iteration 29Q: 3 clusters Score -168586.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -168635.765625 Penalty: 3565.827393
	Iteration 30Q: 3 clusters Score -168635.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -168665.140625 Penalty: 3565.827393
	Iteration 31Q: 3 clusters Score -168665.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -168685.984375 Penalty: 3565.827393
	Iteration 32Q: 3 clusters Score -168686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -168697.171875 Penalty: 3565.827393
	Iteration 33Q: 3 clusters Score -168697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -168702.390625 Penalty: 3565.827393
	Iteration 34Q: 3 clusters Score -168702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -168707.750000 Penalty: 3565.827393
	Iteration 35Q: 3 clusters Score -168707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -168711.390625 Penalty: 3565.827393
	Iteration 36Q: 3 clusters Score -168711.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -168716.468750 Penalty: 3565.827393
	Iteration 37Q: 3 clusters Score -168716.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -168719.562500 Penalty: 3565.827393
	Iteration 38Q: 3 clusters Score -168719.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -168731.453125 Penalty: 3565.827393
	Iteration 39F: 3 clusters Score -168731.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -168760.843750 Penalty: 3565.827393
	Iteration 40F: 3 clusters Score -168760.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -168794.328125 Penalty: 3565.827393
	Iteration 41Q: 3 clusters Score -168794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -168805.640625 Penalty: 3565.827393
	Iteration 42Q: 3 clusters Score -168805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -168810.437500 Penalty: 3565.827393
	Iteration 43Q: 3 clusters Score -168810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -168811.687500 Penalty: 3565.827393
	Iteration 44Q: 3 clusters Score -168811.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -168811.687500 Penalty: 3565.827393
	Iteration 45F: 3 clusters Score -168811.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136928 members 
Entering Unmasked Estep 
Score: -18909358.000000 Penalty: 2933.148193
	Iteration 0F: 2 clusters Score -1.890936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -18818080.000000 Penalty: 5866.296387
	Iteration 0F: 3 clusters Score -1.881808e+07 nChanged 65213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75861 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -18856754.000000 Penalty: 5866.296387
	Iteration 1F: 3 clusters Score -1.885675e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -18858652.000000 Penalty: 5866.296387
	Iteration 2Q: 3 clusters Score -1.885865e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -18862190.000000 Penalty: 5866.296387
	Iteration 3F: 3 clusters Score -1.886219e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -18868168.000000 Penalty: 5866.296387
	Iteration 4F: 3 clusters Score -1.886817e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -18877586.000000 Penalty: 5866.296387
	Iteration 5F: 3 clusters Score -1.887759e+07 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118568 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -18888966.000000 Penalty: 5866.296387
	Iteration 6F: 3 clusters Score -1.888897e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128161 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -18898548.000000 Penalty: 5866.296387
	Iteration 7F: 3 clusters Score -1.889855e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133521 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -18903842.000000 Penalty: 5866.296387
	Iteration 8Q: 3 clusters Score -1.890384e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135560 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -18905732.000000 Penalty: 5866.296387
	Iteration 9Q: 3 clusters Score -1.890573e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136222 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -18906346.000000 Penalty: 5866.296387
	Iteration 10Q: 3 clusters Score -1.890635e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136424 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18906584.000000 Penalty: 5866.296387
	Iteration 11Q: 3 clusters Score -1.890658e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136498 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -18906692.000000 Penalty: 5866.296387
	Iteration 12Q: 3 clusters Score -1.890669e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -18906758.000000 Penalty: 5866.296387
	Iteration 13Q: 3 clusters Score -1.890676e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136554 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18906798.000000 Penalty: 5866.296387
	Iteration 14Q: 3 clusters Score -1.89068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136565 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -18906806.000000 Penalty: 5866.296387
	Iteration 15Q: 3 clusters Score -1.890681e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136586 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -18906848.000000 Penalty: 5866.296387
	Iteration 16Q: 3 clusters Score -1.890685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136596 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -18906846.000000 Penalty: 5866.296387
	Iteration 17Q: 3 clusters Score -1.890685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136603 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -18906856.000000 Penalty: 5866.296387
	Iteration 18Q: 3 clusters Score -1.890686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136606 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -18906878.000000 Penalty: 5866.296387
	Iteration 19Q: 3 clusters Score -1.890688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136607 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18906858.000000 Penalty: 5866.296387
	Iteration 20F: 3 clusters Score -1.890686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136607 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18906858.000000 Penalty: 5866.296387
	Iteration 21Q: 3 clusters Score -1.890686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136608 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18906862.000000 Penalty: 5866.296387
	Iteration 22Q: 3 clusters Score -1.890686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136611 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -18906866.000000 Penalty: 5866.296387
	Iteration 23Q: 3 clusters Score -1.890687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136612 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -18906866.000000 Penalty: 5866.296387
	Iteration 24Q: 3 clusters Score -1.890687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136611 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -18906868.000000 Penalty: 5866.296387
	Iteration 25Q: 3 clusters Score -1.890687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136613 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18906872.000000 Penalty: 5866.296387
	Iteration 26Q: 3 clusters Score -1.890687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136617 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -18906888.000000 Penalty: 5866.296387
	Iteration 27Q: 3 clusters Score -1.890689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136617 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -18906898.000000 Penalty: 5866.296387
	Iteration 28Q: 3 clusters Score -1.89069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136614 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18906906.000000 Penalty: 5866.296387
	Iteration 29Q: 3 clusters Score -1.890691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136611 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -18906912.000000 Penalty: 5866.296387
	Iteration 30Q: 3 clusters Score -1.890691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136612 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -18906906.000000 Penalty: 5866.296387
	Iteration 31Q: 3 clusters Score -1.890691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136612 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -18906918.000000 Penalty: 5866.296387
	Iteration 32Q: 3 clusters Score -1.890692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136614 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18906916.000000 Penalty: 5866.296387
	Iteration 33Q: 3 clusters Score -1.890692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136614 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18906916.000000 Penalty: 5866.296387
	Iteration 34F: 3 clusters Score -1.890692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Entering Unmasked Estep 
Score: -2955745.500000 Penalty: 2471.134766
	Iteration 0F: 2 clusters Score -2955746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2940701.500000 Penalty: 4942.269531
	Iteration 0F: 3 clusters Score -2940702 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2945913.000000 Penalty: 4942.269531
	Iteration 1F: 3 clusters Score -2945913 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2946344.250000 Penalty: 4942.269531
	Iteration 2F: 3 clusters Score -2946344 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2946775.250000 Penalty: 4942.269531
	Iteration 3Q: 3 clusters Score -2946775 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2947246.000000 Penalty: 4942.269531
	Iteration 4Q: 3 clusters Score -2947246 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2947837.250000 Penalty: 4942.269531
	Iteration 5F: 3 clusters Score -2947837 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2948644.500000 Penalty: 4942.269531
	Iteration 6F: 3 clusters Score -2948644 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2949730.250000 Penalty: 4942.269531
	Iteration 7F: 3 clusters Score -2949730 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2951027.000000 Penalty: 4942.269531
	Iteration 8F: 3 clusters Score -2951027 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2952175.250000 Penalty: 4942.269531
	Iteration 9F: 3 clusters Score -2952175 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2952916.000000 Penalty: 4942.269531
	Iteration 10Q: 3 clusters Score -2952916 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2953353.000000 Penalty: 4942.269531
	Iteration 11Q: 3 clusters Score -2953353 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2953559.500000 Penalty: 4942.269531
	Iteration 12Q: 3 clusters Score -2953560 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2953658.500000 Penalty: 4942.269531
	Iteration 13Q: 3 clusters Score -2953658 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2953712.000000 Penalty: 4942.269531
	Iteration 14Q: 3 clusters Score -2953712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2953737.500000 Penalty: 4942.269531
	Iteration 15Q: 3 clusters Score -2953738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2953760.000000 Penalty: 4942.269531
	Iteration 16Q: 3 clusters Score -2953760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2953771.750000 Penalty: 4942.269531
	Iteration 17Q: 3 clusters Score -2953772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2953782.750000 Penalty: 4942.269531
	Iteration 18Q: 3 clusters Score -2953783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2953794.750000 Penalty: 4942.269531
	Iteration 19Q: 3 clusters Score -2953795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2953800.500000 Penalty: 4942.269531
	Iteration 20F: 3 clusters Score -2953800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2953810.750000 Penalty: 4942.269531
	Iteration 21Q: 3 clusters Score -2953811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2953814.750000 Penalty: 4942.269531
	Iteration 22Q: 3 clusters Score -2953815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2953815.500000 Penalty: 4942.269531
	Iteration 23Q: 3 clusters Score -2953816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2953820.750000 Penalty: 4942.269531
	Iteration 24Q: 3 clusters Score -2953821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2953819.250000 Penalty: 4942.269531
	Iteration 25Q: 3 clusters Score -2953819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2953822.750000 Penalty: 4942.269531
	Iteration 26Q: 3 clusters Score -2953823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2953818.750000 Penalty: 4942.269531
	Iteration 27Q: 3 clusters Score -2953819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2953819.000000 Penalty: 4942.269531
	Iteration 28Q: 3 clusters Score -2953819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2953823.000000 Penalty: 4942.269531
	Iteration 29Q: 3 clusters Score -2953823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2953823.000000 Penalty: 4942.269531
	Iteration 30F: 3 clusters Score -2953823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -182959.906250 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -182959.9 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 783 members 
Entering Unmasked Estep 
Score: -180777.078125 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -180777.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -181868.156250 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -181868.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -183091.015625 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -183091 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184228.359375 Penalty: 3657.504883
	Iteration 3F: 3 clusters Score -184228.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -185276.218750 Penalty: 3657.504883
	Iteration 4F: 3 clusters Score -185276.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -185897.062500 Penalty: 3657.504883
	Iteration 5Q: 3 clusters Score -185897.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -186086.171875 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -186086.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -186100.453125 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -186100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -186105.578125 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -186105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -186107.843750 Penalty: 3657.504883
	Iteration 9Q: 3 clusters Score -186107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -186109.015625 Penalty: 3657.504883
	Iteration 10Q: 3 clusters Score -186109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -186109.015625 Penalty: 3657.504883
	Iteration 11F: 3 clusters Score -186109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 187020 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 3163 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58104 members 
Mstep: Class 7 contains 1325 members 
Mstep: Class 8 contains 136928 members 
Mstep: Class 9 contains 21253 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 173281 members 
Mstep: Class 14 contains 134912 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 39403 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10315 members 
Mstep: Class 21 contains 42020 members 
Mstep: Class 24 contains 168550 members 
Entering Unmasked Estep 
Score: -137403792.000000 Penalty: 72024.632812
Splitting cluster 10 changes total score from -137387840.000000 to -137403792.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 12 (3618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Entering Unmasked Estep 
Score: -464609.125000 Penalty: 2032.031860
	Iteration 0F: 2 clusters Score -464609.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -460979.281250 Penalty: 4064.063721
	Iteration 0F: 3 clusters Score -460979.3 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -461768.968750 Penalty: 4064.063721
	Iteration 1F: 3 clusters Score -461769 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -461963.375000 Penalty: 4064.063721
	Iteration 2F: 3 clusters Score -461963.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -462104.812500 Penalty: 4064.063721
	Iteration 3F: 3 clusters Score -462104.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -462207.031250 Penalty: 4064.063721
	Iteration 4Q: 3 clusters Score -462207 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -462286.250000 Penalty: 4064.063721
	Iteration 5Q: 3 clusters Score -462286.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -462355.312500 Penalty: 4064.063721
	Iteration 6Q: 3 clusters Score -462355.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -462411.343750 Penalty: 4064.063721
	Iteration 7Q: 3 clusters Score -462411.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -462460.625000 Penalty: 4064.063721
	Iteration 8Q: 3 clusters Score -462460.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -462503.000000 Penalty: 4064.063721
	Iteration 9Q: 3 clusters Score -462503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -462533.875000 Penalty: 4064.063721
	Iteration 10Q: 3 clusters Score -462533.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -462568.906250 Penalty: 4064.063721
	Iteration 11Q: 3 clusters Score -462568.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -462598.156250 Penalty: 4064.063721
	Iteration 12Q: 3 clusters Score -462598.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -462623.968750 Penalty: 4064.063721
	Iteration 13Q: 3 clusters Score -462624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -462658.625000 Penalty: 4064.063721
	Iteration 14Q: 3 clusters Score -462658.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -462686.187500 Penalty: 4064.063721
	Iteration 15Q: 3 clusters Score -462686.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -462717.625000 Penalty: 4064.063721
	Iteration 16Q: 3 clusters Score -462717.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -462755.906250 Penalty: 4064.063721
	Iteration 17Q: 3 clusters Score -462755.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -462800.125000 Penalty: 4064.063721
	Iteration 18Q: 3 clusters Score -462800.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -462841.281250 Penalty: 4064.063721
	Iteration 19Q: 3 clusters Score -462841.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -462902.718750 Penalty: 4064.063721
	Iteration 20F: 3 clusters Score -462902.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -463009.656250 Penalty: 4064.063721
	Iteration 21Q: 3 clusters Score -463009.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -463141.500000 Penalty: 4064.063721
	Iteration 22Q: 3 clusters Score -463141.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -463299.500000 Penalty: 4064.063721
	Iteration 23Q: 3 clusters Score -463299.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -463485.218750 Penalty: 4064.063721
	Iteration 24Q: 3 clusters Score -463485.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -463602.531250 Penalty: 4064.063721
	Iteration 25Q: 3 clusters Score -463602.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -463693.062500 Penalty: 4064.063721
	Iteration 26Q: 3 clusters Score -463693.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -463751.468750 Penalty: 4064.063721
	Iteration 27Q: 3 clusters Score -463751.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -463800.843750 Penalty: 4064.063721
	Iteration 28Q: 3 clusters Score -463800.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -463835.312500 Penalty: 4064.063721
	Iteration 29Q: 3 clusters Score -463835.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -463865.937500 Penalty: 4064.063721
	Iteration 30Q: 3 clusters Score -463865.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -463899.781250 Penalty: 4064.063721
	Iteration 31Q: 3 clusters Score -463899.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -463936.406250 Penalty: 4064.063721
	Iteration 32Q: 3 clusters Score -463936.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -463962.375000 Penalty: 4064.063721
	Iteration 33Q: 3 clusters Score -463962.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -463987.843750 Penalty: 4064.063721
	Iteration 34Q: 3 clusters Score -463987.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -464008.625000 Penalty: 4064.063721
	Iteration 35Q: 3 clusters Score -464008.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -464022.875000 Penalty: 4064.063721
	Iteration 36Q: 3 clusters Score -464022.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -464034.093750 Penalty: 4064.063721
	Iteration 37Q: 3 clusters Score -464034.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -464042.000000 Penalty: 4064.063721
	Iteration 38Q: 3 clusters Score -464042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -464047.031250 Penalty: 4064.063721
	Iteration 39Q: 3 clusters Score -464047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -464055.656250 Penalty: 4064.063721
	Iteration 40F: 3 clusters Score -464055.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -464063.843750 Penalty: 4064.063721
	Iteration 41Q: 3 clusters Score -464063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -464067.406250 Penalty: 4064.063721
	Iteration 42Q: 3 clusters Score -464067.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -464075.406250 Penalty: 4064.063721
	Iteration 43Q: 3 clusters Score -464075.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -464085.312500 Penalty: 4064.063721
	Iteration 44Q: 3 clusters Score -464085.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -464093.593750 Penalty: 4064.063721
	Iteration 45Q: 3 clusters Score -464093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -464101.781250 Penalty: 4064.063721
	Iteration 46Q: 3 clusters Score -464101.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -464109.125000 Penalty: 4064.063721
	Iteration 47Q: 3 clusters Score -464109.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -464113.750000 Penalty: 4064.063721
	Iteration 48Q: 3 clusters Score -464113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -464117.593750 Penalty: 4064.063721
	Iteration 49Q: 3 clusters Score -464117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -464123.468750 Penalty: 4064.063721
	Iteration 50Q: 3 clusters Score -464123.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -464125.375000 Penalty: 4064.063721
	Iteration 51Q: 3 clusters Score -464125.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -464128.031250 Penalty: 4064.063721
	Iteration 52Q: 3 clusters Score -464128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -464136.406250 Penalty: 4064.063721
	Iteration 53Q: 3 clusters Score -464136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -464144.843750 Penalty: 4064.063721
	Iteration 54Q: 3 clusters Score -464144.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -464158.187500 Penalty: 4064.063721
	Iteration 55Q: 3 clusters Score -464158.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -464174.687500 Penalty: 4064.063721
	Iteration 56Q: 3 clusters Score -464174.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -464207.406250 Penalty: 4064.063721
	Iteration 57Q: 3 clusters Score -464207.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -464247.625000 Penalty: 4064.063721
	Iteration 58Q: 3 clusters Score -464247.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -464283.812500 Penalty: 4064.063721
	Iteration 59Q: 3 clusters Score -464283.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -464304.000000 Penalty: 4064.063721
	Iteration 60F: 3 clusters Score -464304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -464317.781250 Penalty: 4064.063721
	Iteration 61Q: 3 clusters Score -464317.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -464324.906250 Penalty: 4064.063721
	Iteration 62Q: 3 clusters Score -464324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -464328.562500 Penalty: 4064.063721
	Iteration 63Q: 3 clusters Score -464328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -464330.187500 Penalty: 4064.063721
	Iteration 64Q: 3 clusters Score -464330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -464332.687500 Penalty: 4064.063721
	Iteration 65Q: 3 clusters Score -464332.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -464336.812500 Penalty: 4064.063721
	Iteration 66Q: 3 clusters Score -464336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -464339.125000 Penalty: 4064.063721
	Iteration 67Q: 3 clusters Score -464339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -464340.750000 Penalty: 4064.063721
	Iteration 68Q: 3 clusters Score -464340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -464341.593750 Penalty: 4064.063721
	Iteration 69Q: 3 clusters Score -464341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -464341.593750 Penalty: 4064.063721
	Iteration 70F: 3 clusters Score -464341.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (173281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173281 members 
Entering Unmasked Estep 
Score: -23851700.000000 Penalty: 2991.541992
	Iteration 0F: 2 clusters Score -2.38517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -23739888.000000 Penalty: 5983.083984
	Iteration 0F: 3 clusters Score -2.373989e+07 nChanged 83069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -23789230.000000 Penalty: 5983.083984
	Iteration 1F: 3 clusters Score -2.378923e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -23790506.000000 Penalty: 5983.083984
	Iteration 2Q: 3 clusters Score -2.379051e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 89356 members 
Entering Unmasked Estep 
Score: -23792784.000000 Penalty: 5983.083984
	Iteration 3Q: 3 clusters Score -2.379278e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -23795928.000000 Penalty: 5983.083984
	Iteration 4Q: 3 clusters Score -2.379593e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -23800116.000000 Penalty: 5983.083984
	Iteration 5Q: 3 clusters Score -2.380012e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -23805344.000000 Penalty: 5983.083984
	Iteration 6F: 3 clusters Score -2.380534e+07 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 92261 members 
Entering Unmasked Estep 
Score: -23811384.000000 Penalty: 5983.083984
	Iteration 7F: 3 clusters Score -2.381138e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -23818168.000000 Penalty: 5983.083984
	Iteration 8F: 3 clusters Score -2.381817e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -23824440.000000 Penalty: 5983.083984
	Iteration 9F: 3 clusters Score -2.382444e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -23828274.000000 Penalty: 5983.083984
	Iteration 10Q: 3 clusters Score -2.382827e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -23829854.000000 Penalty: 5983.083984
	Iteration 11Q: 3 clusters Score -2.382985e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88469 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -23830614.000000 Penalty: 5983.083984
	Iteration 12Q: 3 clusters Score -2.383061e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -23831160.000000 Penalty: 5983.083984
	Iteration 13Q: 3 clusters Score -2.383116e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -23831658.000000 Penalty: 5983.083984
	Iteration 14Q: 3 clusters Score -2.383166e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94794 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -23832270.000000 Penalty: 5983.083984
	Iteration 15Q: 3 clusters Score -2.383227e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97269 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -23833018.000000 Penalty: 5983.083984
	Iteration 16Q: 3 clusters Score -2.383302e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99872 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -23833822.000000 Penalty: 5983.083984
	Iteration 17Q: 3 clusters Score -2.383382e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102611 members 
Mstep: Class 2 contains 70670 members 
Entering Unmasked Estep 
Score: -23834600.000000 Penalty: 5983.083984
	Iteration 18Q: 3 clusters Score -2.38346e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -23835488.000000 Penalty: 5983.083984
	Iteration 19Q: 3 clusters Score -2.383549e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108337 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -23836378.000000 Penalty: 5983.083984
	Iteration 20F: 3 clusters Score -2.383638e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -23837590.000000 Penalty: 5983.083984
	Iteration 21Q: 3 clusters Score -2.383759e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114534 members 
Mstep: Class 2 contains 58747 members 
Entering Unmasked Estep 
Score: -23838594.000000 Penalty: 5983.083984
	Iteration 22Q: 3 clusters Score -2.383859e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117675 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -23839934.000000 Penalty: 5983.083984
	Iteration 23Q: 3 clusters Score -2.383993e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120860 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -23841252.000000 Penalty: 5983.083984
	Iteration 24Q: 3 clusters Score -2.384125e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123903 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -23842294.000000 Penalty: 5983.083984
	Iteration 25Q: 3 clusters Score -2.384229e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126706 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -23843102.000000 Penalty: 5983.083984
	Iteration 26Q: 3 clusters Score -2.38431e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129275 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -23843882.000000 Penalty: 5983.083984
	Iteration 27Q: 3 clusters Score -2.384388e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131704 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -23844714.000000 Penalty: 5983.083984
	Iteration 28Q: 3 clusters Score -2.384471e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134084 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -23845596.000000 Penalty: 5983.083984
	Iteration 29Q: 3 clusters Score -2.38456e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136333 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -23846212.000000 Penalty: 5983.083984
	Iteration 30Q: 3 clusters Score -2.384621e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138530 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -23846838.000000 Penalty: 5983.083984
	Iteration 31Q: 3 clusters Score -2.384684e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140860 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -23847404.000000 Penalty: 5983.083984
	Iteration 32Q: 3 clusters Score -2.38474e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143371 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -23848032.000000 Penalty: 5983.083984
	Iteration 33Q: 3 clusters Score -2.384803e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145860 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -23848732.000000 Penalty: 5983.083984
	Iteration 34Q: 3 clusters Score -2.384873e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148342 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -23849240.000000 Penalty: 5983.083984
	Iteration 35Q: 3 clusters Score -2.384924e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150800 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -23849778.000000 Penalty: 5983.083984
	Iteration 36Q: 3 clusters Score -2.384978e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153148 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -23850092.000000 Penalty: 5983.083984
	Iteration 37Q: 3 clusters Score -2.385009e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155324 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -23850166.000000 Penalty: 5983.083984
	Iteration 38Q: 3 clusters Score -2.385017e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157220 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -23850444.000000 Penalty: 5983.083984
	Iteration 39Q: 3 clusters Score -2.385044e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158737 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -23850548.000000 Penalty: 5983.083984
	Iteration 40F: 3 clusters Score -2.385055e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160514 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -23850730.000000 Penalty: 5983.083984
	Iteration 41Q: 3 clusters Score -2.385073e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162034 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -23850776.000000 Penalty: 5983.083984
	Iteration 42Q: 3 clusters Score -2.385078e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163336 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -23850874.000000 Penalty: 5983.083984
	Iteration 43Q: 3 clusters Score -2.385087e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164456 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -23850802.000000 Penalty: 5983.083984
	Iteration 44Q: 3 clusters Score -2.38508e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -23850782.000000 Penalty: 5983.083984
	Iteration 45Q: 3 clusters Score -2.385078e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166166 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -23850696.000000 Penalty: 5983.083984
	Iteration 46Q: 3 clusters Score -2.38507e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166863 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -23850552.000000 Penalty: 5983.083984
	Iteration 47Q: 3 clusters Score -2.385055e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -23850398.000000 Penalty: 5983.083984
	Iteration 48Q: 3 clusters Score -2.38504e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167933 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -23850394.000000 Penalty: 5983.083984
	Iteration 49Q: 3 clusters Score -2.385039e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168380 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -23850388.000000 Penalty: 5983.083984
	Iteration 50Q: 3 clusters Score -2.385039e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168798 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -23850364.000000 Penalty: 5983.083984
	Iteration 51Q: 3 clusters Score -2.385036e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169170 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -23850308.000000 Penalty: 5983.083984
	Iteration 52Q: 3 clusters Score -2.385031e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169480 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -23850226.000000 Penalty: 5983.083984
	Iteration 53Q: 3 clusters Score -2.385023e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169748 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -23850188.000000 Penalty: 5983.083984
	Iteration 54Q: 3 clusters Score -2.385019e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169972 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -23850204.000000 Penalty: 5983.083984
	Iteration 55Q: 3 clusters Score -2.38502e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170157 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -23850188.000000 Penalty: 5983.083984
	Iteration 56Q: 3 clusters Score -2.385019e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170306 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -23850150.000000 Penalty: 5983.083984
	Iteration 57Q: 3 clusters Score -2.385015e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170463 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -23850024.000000 Penalty: 5983.083984
	Iteration 58Q: 3 clusters Score -2.385002e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170602 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -23849982.000000 Penalty: 5983.083984
	Iteration 59Q: 3 clusters Score -2.384998e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170712 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -23849934.000000 Penalty: 5983.083984
	Iteration 60F: 3 clusters Score -2.384993e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170805 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -23849912.000000 Penalty: 5983.083984
	Iteration 61Q: 3 clusters Score -2.384991e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170907 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -23849950.000000 Penalty: 5983.083984
	Iteration 62Q: 3 clusters Score -2.384995e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -23849922.000000 Penalty: 5983.083984
	Iteration 63Q: 3 clusters Score -2.384992e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171048 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -23849924.000000 Penalty: 5983.083984
	Iteration 64Q: 3 clusters Score -2.384992e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171103 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -23849934.000000 Penalty: 5983.083984
	Iteration 65Q: 3 clusters Score -2.384993e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171169 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -23849962.000000 Penalty: 5983.083984
	Iteration 66Q: 3 clusters Score -2.384996e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171230 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -23849946.000000 Penalty: 5983.083984
	Iteration 67Q: 3 clusters Score -2.384995e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171276 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -23849940.000000 Penalty: 5983.083984
	Iteration 68Q: 3 clusters Score -2.384994e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171319 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -23849952.000000 Penalty: 5983.083984
	Iteration 69Q: 3 clusters Score -2.384995e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171369 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -23849938.000000 Penalty: 5983.083984
	Iteration 70Q: 3 clusters Score -2.384994e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171407 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -23849948.000000 Penalty: 5983.083984
	Iteration 71Q: 3 clusters Score -2.384995e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171449 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -23849918.000000 Penalty: 5983.083984
	Iteration 72Q: 3 clusters Score -2.384992e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171482 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -23849914.000000 Penalty: 5983.083984
	Iteration 73Q: 3 clusters Score -2.384991e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171515 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23849916.000000 Penalty: 5983.083984
	Iteration 74Q: 3 clusters Score -2.384992e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171538 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -23849924.000000 Penalty: 5983.083984
	Iteration 75Q: 3 clusters Score -2.384992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171565 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -23849918.000000 Penalty: 5983.083984
	Iteration 76Q: 3 clusters Score -2.384992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171584 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -23849932.000000 Penalty: 5983.083984
	Iteration 77Q: 3 clusters Score -2.384993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171601 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -23849926.000000 Penalty: 5983.083984
	Iteration 78Q: 3 clusters Score -2.384993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171619 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -23849914.000000 Penalty: 5983.083984
	Iteration 79Q: 3 clusters Score -2.384991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171636 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -23849916.000000 Penalty: 5983.083984
	Iteration 80F: 3 clusters Score -2.384992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171653 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -23849924.000000 Penalty: 5983.083984
	Iteration 81Q: 3 clusters Score -2.384992e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171670 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -23849920.000000 Penalty: 5983.083984
	Iteration 82Q: 3 clusters Score -2.384992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171682 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -23849924.000000 Penalty: 5983.083984
	Iteration 83Q: 3 clusters Score -2.384992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171698 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -23849922.000000 Penalty: 5983.083984
	Iteration 84Q: 3 clusters Score -2.384992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171712 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -23849924.000000 Penalty: 5983.083984
	Iteration 85Q: 3 clusters Score -2.384992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171723 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -23849948.000000 Penalty: 5983.083984
	Iteration 86Q: 3 clusters Score -2.384995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171739 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -23849926.000000 Penalty: 5983.083984
	Iteration 87Q: 3 clusters Score -2.384993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171753 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -23849938.000000 Penalty: 5983.083984
	Iteration 88Q: 3 clusters Score -2.384994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171766 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -23849942.000000 Penalty: 5983.083984
	Iteration 89Q: 3 clusters Score -2.384994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171771 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -23849944.000000 Penalty: 5983.083984
	Iteration 90Q: 3 clusters Score -2.384994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171779 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -23849928.000000 Penalty: 5983.083984
	Iteration 91Q: 3 clusters Score -2.384993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171785 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -23849942.000000 Penalty: 5983.083984
	Iteration 92Q: 3 clusters Score -2.384994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171792 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -23849930.000000 Penalty: 5983.083984
	Iteration 93Q: 3 clusters Score -2.384993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171796 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -23849944.000000 Penalty: 5983.083984
	Iteration 94Q: 3 clusters Score -2.384994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171803 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -23849938.000000 Penalty: 5983.083984
	Iteration 95Q: 3 clusters Score -2.384994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171811 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -23849948.000000 Penalty: 5983.083984
	Iteration 96Q: 3 clusters Score -2.384995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171818 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -23849926.000000 Penalty: 5983.083984
	Iteration 97Q: 3 clusters Score -2.384993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171822 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -23849934.000000 Penalty: 5983.083984
	Iteration 98Q: 3 clusters Score -2.384993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171826 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -23849936.000000 Penalty: 5983.083984
	Iteration 99Q: 3 clusters Score -2.384994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171829 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -23849924.000000 Penalty: 5983.083984
	Iteration 100F: 3 clusters Score -2.384992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171834 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -23849938.000000 Penalty: 5983.083984
	Iteration 101Q: 3 clusters Score -2.384994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171839 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -23849924.000000 Penalty: 5983.083984
	Iteration 102Q: 3 clusters Score -2.384992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171845 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -23849918.000000 Penalty: 5983.083984
	Iteration 103Q: 3 clusters Score -2.384992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171849 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -23849936.000000 Penalty: 5983.083984
	Iteration 104Q: 3 clusters Score -2.384994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171854 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -23849936.000000 Penalty: 5983.083984
	Iteration 105Q: 3 clusters Score -2.384994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171860 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -23849928.000000 Penalty: 5983.083984
	Iteration 106Q: 3 clusters Score -2.384993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171867 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -23849922.000000 Penalty: 5983.083984
	Iteration 107Q: 3 clusters Score -2.384992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171874 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -23849918.000000 Penalty: 5983.083984
	Iteration 108Q: 3 clusters Score -2.384992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171875 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -23849904.000000 Penalty: 5983.083984
	Iteration 109Q: 3 clusters Score -2.38499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171875 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -23849904.000000 Penalty: 5983.083984
	Iteration 110F: 3 clusters Score -2.38499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (134912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134912 members 
Entering Unmasked Estep 
Score: -18654186.000000 Penalty: 2929.469727
	Iteration 0F: 2 clusters Score -1.865419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -18564050.000000 Penalty: 5858.939453
	Iteration 0F: 3 clusters Score -1.856405e+07 nChanged 64353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -18600740.000000 Penalty: 5858.939453
	Iteration 1F: 3 clusters Score -1.860074e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -18601492.000000 Penalty: 5858.939453
	Iteration 2Q: 3 clusters Score -1.860149e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -18602594.000000 Penalty: 5858.939453
	Iteration 3Q: 3 clusters Score -1.860259e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -18604090.000000 Penalty: 5858.939453
	Iteration 4Q: 3 clusters Score -1.860409e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -18606364.000000 Penalty: 5858.939453
	Iteration 5Q: 3 clusters Score -1.860636e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -18610330.000000 Penalty: 5858.939453
	Iteration 6F: 3 clusters Score -1.861033e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94915 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -18616772.000000 Penalty: 5858.939453
	Iteration 7F: 3 clusters Score -1.861677e+07 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104779 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -18625622.000000 Penalty: 5858.939453
	Iteration 8F: 3 clusters Score -1.862562e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114091 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -18634718.000000 Penalty: 5858.939453
	Iteration 9F: 3 clusters Score -1.863472e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120898 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -18641550.000000 Penalty: 5858.939453
	Iteration 10F: 3 clusters Score -1.864155e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125328 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -18645730.000000 Penalty: 5858.939453
	Iteration 11Q: 3 clusters Score -1.864573e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127916 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -18647956.000000 Penalty: 5858.939453
	Iteration 12Q: 3 clusters Score -1.864796e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129585 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -18649332.000000 Penalty: 5858.939453
	Iteration 13Q: 3 clusters Score -1.864933e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130667 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -18650212.000000 Penalty: 5858.939453
	Iteration 14Q: 3 clusters Score -1.865021e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131398 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -18650816.000000 Penalty: 5858.939453
	Iteration 15Q: 3 clusters Score -1.865082e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131907 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -18651188.000000 Penalty: 5858.939453
	Iteration 16Q: 3 clusters Score -1.865119e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132270 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -18651384.000000 Penalty: 5858.939453
	Iteration 17Q: 3 clusters Score -1.865138e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132505 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -18651458.000000 Penalty: 5858.939453
	Iteration 18Q: 3 clusters Score -1.865146e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132699 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -18651586.000000 Penalty: 5858.939453
	Iteration 19Q: 3 clusters Score -1.865159e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132846 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -18651644.000000 Penalty: 5858.939453
	Iteration 20F: 3 clusters Score -1.865164e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132962 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -18651722.000000 Penalty: 5858.939453
	Iteration 21Q: 3 clusters Score -1.865172e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133065 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -18651752.000000 Penalty: 5858.939453
	Iteration 22Q: 3 clusters Score -1.865175e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -18651786.000000 Penalty: 5858.939453
	Iteration 23Q: 3 clusters Score -1.865179e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133193 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -18651818.000000 Penalty: 5858.939453
	Iteration 24Q: 3 clusters Score -1.865182e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133237 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -18651838.000000 Penalty: 5858.939453
	Iteration 25Q: 3 clusters Score -1.865184e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133272 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -18651840.000000 Penalty: 5858.939453
	Iteration 26Q: 3 clusters Score -1.865184e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133303 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -18651856.000000 Penalty: 5858.939453
	Iteration 27Q: 3 clusters Score -1.865186e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133329 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -18651852.000000 Penalty: 5858.939453
	Iteration 28Q: 3 clusters Score -1.865185e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133362 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -18651860.000000 Penalty: 5858.939453
	Iteration 29Q: 3 clusters Score -1.865186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133388 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -18651876.000000 Penalty: 5858.939453
	Iteration 30Q: 3 clusters Score -1.865188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -18651886.000000 Penalty: 5858.939453
	Iteration 31Q: 3 clusters Score -1.865189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133407 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -18651910.000000 Penalty: 5858.939453
	Iteration 32Q: 3 clusters Score -1.865191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133416 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -18651896.000000 Penalty: 5858.939453
	Iteration 33Q: 3 clusters Score -1.86519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133431 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -18651906.000000 Penalty: 5858.939453
	Iteration 34Q: 3 clusters Score -1.865191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133444 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -18651928.000000 Penalty: 5858.939453
	Iteration 35Q: 3 clusters Score -1.865193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133455 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -18651938.000000 Penalty: 5858.939453
	Iteration 36Q: 3 clusters Score -1.865194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133461 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -18651952.000000 Penalty: 5858.939453
	Iteration 37Q: 3 clusters Score -1.865195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133468 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -18651946.000000 Penalty: 5858.939453
	Iteration 38Q: 3 clusters Score -1.865195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133473 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -18651940.000000 Penalty: 5858.939453
	Iteration 39Q: 3 clusters Score -1.865194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -18651942.000000 Penalty: 5858.939453
	Iteration 40F: 3 clusters Score -1.865194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133489 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -18651946.000000 Penalty: 5858.939453
	Iteration 41Q: 3 clusters Score -1.865195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133496 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -18651930.000000 Penalty: 5858.939453
	Iteration 42Q: 3 clusters Score -1.865193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133498 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -18651938.000000 Penalty: 5858.939453
	Iteration 43Q: 3 clusters Score -1.865194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133503 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -18651934.000000 Penalty: 5858.939453
	Iteration 44Q: 3 clusters Score -1.865193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133507 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -18651936.000000 Penalty: 5858.939453
	Iteration 45Q: 3 clusters Score -1.865194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133510 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -18651928.000000 Penalty: 5858.939453
	Iteration 46Q: 3 clusters Score -1.865193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133510 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -18651934.000000 Penalty: 5858.939453
	Iteration 47Q: 3 clusters Score -1.865193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133511 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -18651920.000000 Penalty: 5858.939453
	Iteration 48Q: 3 clusters Score -1.865192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133512 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -18651922.000000 Penalty: 5858.939453
	Iteration 49Q: 3 clusters Score -1.865192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133513 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -18651922.000000 Penalty: 5858.939453
	Iteration 50Q: 3 clusters Score -1.865192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133514 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -18651912.000000 Penalty: 5858.939453
	Iteration 51Q: 3 clusters Score -1.865191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133514 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -18651912.000000 Penalty: 5858.939453
	Iteration 52F: 3 clusters Score -1.865191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -411550.437500 Penalty: 1977.513428
	Iteration 0F: 2 clusters Score -411550.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -408325.093750 Penalty: 3955.026855
	Iteration 0F: 3 clusters Score -408325.1 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -408922.562500 Penalty: 3955.026855
	Iteration 1F: 3 clusters Score -408922.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -409059.625000 Penalty: 3955.026855
	Iteration 2F: 3 clusters Score -409059.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -409122.593750 Penalty: 3955.026855
	Iteration 3Q: 3 clusters Score -409122.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -409165.687500 Penalty: 3955.026855
	Iteration 4Q: 3 clusters Score -409165.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -409197.000000 Penalty: 3955.026855
	Iteration 5Q: 3 clusters Score -409197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -409220.937500 Penalty: 3955.026855
	Iteration 6Q: 3 clusters Score -409220.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -409237.281250 Penalty: 3955.026855
	Iteration 7Q: 3 clusters Score -409237.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -409247.031250 Penalty: 3955.026855
	Iteration 8Q: 3 clusters Score -409247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -409255.750000 Penalty: 3955.026855
	Iteration 9Q: 3 clusters Score -409255.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -409262.750000 Penalty: 3955.026855
	Iteration 10Q: 3 clusters Score -409262.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -409269.656250 Penalty: 3955.026855
	Iteration 11Q: 3 clusters Score -409269.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -409278.625000 Penalty: 3955.026855
	Iteration 12Q: 3 clusters Score -409278.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -409284.500000 Penalty: 3955.026855
	Iteration 13Q: 3 clusters Score -409284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -409286.437500 Penalty: 3955.026855
	Iteration 14Q: 3 clusters Score -409286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -409290.937500 Penalty: 3955.026855
	Iteration 15Q: 3 clusters Score -409290.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -409296.437500 Penalty: 3955.026855
	Iteration 16Q: 3 clusters Score -409296.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -409302.531250 Penalty: 3955.026855
	Iteration 17Q: 3 clusters Score -409302.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -409307.000000 Penalty: 3955.026855
	Iteration 18Q: 3 clusters Score -409307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -409308.718750 Penalty: 3955.026855
	Iteration 19Q: 3 clusters Score -409308.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -409309.656250 Penalty: 3955.026855
	Iteration 20F: 3 clusters Score -409309.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -409309.812500 Penalty: 3955.026855
	Iteration 21Q: 3 clusters Score -409309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -409310.406250 Penalty: 3955.026855
	Iteration 22Q: 3 clusters Score -409310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -409310.406250 Penalty: 3955.026855
	Iteration 23F: 3 clusters Score -409310.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Entering Unmasked Estep 
Score: -5348913.500000 Penalty: 2624.236084
	Iteration 0F: 2 clusters Score -5348914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -5322348.500000 Penalty: 5248.472168
	Iteration 0F: 3 clusters Score -5322348 nChanged 17885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -5332351.000000 Penalty: 5248.472168
	Iteration 1F: 3 clusters Score -5332351 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -5333021.500000 Penalty: 5248.472168
	Iteration 2Q: 3 clusters Score -5333022 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5333795.000000 Penalty: 5248.472168
	Iteration 3Q: 3 clusters Score -5333795 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -5334821.500000 Penalty: 5248.472168
	Iteration 4F: 3 clusters Score -5334822 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -5336213.500000 Penalty: 5248.472168
	Iteration 5F: 3 clusters Score -5336214 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -5337856.500000 Penalty: 5248.472168
	Iteration 6F: 3 clusters Score -5337856 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -5339640.500000 Penalty: 5248.472168
	Iteration 7F: 3 clusters Score -5339640 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5341250.500000 Penalty: 5248.472168
	Iteration 8F: 3 clusters Score -5341250 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -5342605.500000 Penalty: 5248.472168
	Iteration 9Q: 3 clusters Score -5342606 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -5343645.000000 Penalty: 5248.472168
	Iteration 10Q: 3 clusters Score -5343645 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -5344517.500000 Penalty: 5248.472168
	Iteration 11Q: 3 clusters Score -5344518 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -5345188.000000 Penalty: 5248.472168
	Iteration 12Q: 3 clusters Score -5345188 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -5345679.500000 Penalty: 5248.472168
	Iteration 13Q: 3 clusters Score -5345680 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -5346088.000000 Penalty: 5248.472168
	Iteration 14Q: 3 clusters Score -5346088 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -5346377.000000 Penalty: 5248.472168
	Iteration 15Q: 3 clusters Score -5346377 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -5346604.500000 Penalty: 5248.472168
	Iteration 16Q: 3 clusters Score -5346604 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -5346814.500000 Penalty: 5248.472168
	Iteration 17Q: 3 clusters Score -5346814 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -5347003.000000 Penalty: 5248.472168
	Iteration 18Q: 3 clusters Score -5347003 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -5347161.500000 Penalty: 5248.472168
	Iteration 19Q: 3 clusters Score -5347162 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -5347314.000000 Penalty: 5248.472168
	Iteration 20F: 3 clusters Score -5347314 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -5347449.000000 Penalty: 5248.472168
	Iteration 21Q: 3 clusters Score -5347449 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -5347570.000000 Penalty: 5248.472168
	Iteration 22Q: 3 clusters Score -5347570 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -5347674.500000 Penalty: 5248.472168
	Iteration 23Q: 3 clusters Score -5347674 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -5347781.500000 Penalty: 5248.472168
	Iteration 24Q: 3 clusters Score -5347782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -5347875.500000 Penalty: 5248.472168
	Iteration 25Q: 3 clusters Score -5347876 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -5347983.000000 Penalty: 5248.472168
	Iteration 26Q: 3 clusters Score -5347983 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -5348124.000000 Penalty: 5248.472168
	Iteration 27Q: 3 clusters Score -5348124 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -5348299.500000 Penalty: 5248.472168
	Iteration 28Q: 3 clusters Score -5348300 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -5348547.500000 Penalty: 5248.472168
	Iteration 29Q: 3 clusters Score -5348548 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -5348661.500000 Penalty: 5248.472168
	Iteration 30Q: 3 clusters Score -5348662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -5348707.000000 Penalty: 5248.472168
	Iteration 31Q: 3 clusters Score -5348707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -5348715.500000 Penalty: 5248.472168
	Iteration 32Q: 3 clusters Score -5348716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -5348724.000000 Penalty: 5248.472168
	Iteration 33Q: 3 clusters Score -5348724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -5348729.500000 Penalty: 5248.472168
	Iteration 34Q: 3 clusters Score -5348730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5348729.500000 Penalty: 5248.472168
	Iteration 35Q: 3 clusters Score -5348730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5348731.000000 Penalty: 5248.472168
	Iteration 36Q: 3 clusters Score -5348731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5348728.000000 Penalty: 5248.472168
	Iteration 37Q: 3 clusters Score -5348728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -5348735.000000 Penalty: 5248.472168
	Iteration 38Q: 3 clusters Score -5348735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5348734.500000 Penalty: 5248.472168
	Iteration 39Q: 3 clusters Score -5348734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5348734.500000 Penalty: 5248.472168
	Iteration 40F: 3 clusters Score -5348734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Entering Unmasked Estep 
Score: -452012.500000 Penalty: 2019.592285
	Iteration 0F: 2 clusters Score -452012.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -448454.750000 Penalty: 4039.184570
	Iteration 0F: 3 clusters Score -448454.8 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -449202.750000 Penalty: 4039.184570
	Iteration 1F: 3 clusters Score -449202.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -449428.156250 Penalty: 4039.184570
	Iteration 2F: 3 clusters Score -449428.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -449561.031250 Penalty: 4039.184570
	Iteration 3F: 3 clusters Score -449561 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -449640.406250 Penalty: 4039.184570
	Iteration 4Q: 3 clusters Score -449640.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -449699.125000 Penalty: 4039.184570
	Iteration 5Q: 3 clusters Score -449699.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -449736.343750 Penalty: 4039.184570
	Iteration 6Q: 3 clusters Score -449736.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -449772.437500 Penalty: 4039.184570
	Iteration 7Q: 3 clusters Score -449772.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -449805.218750 Penalty: 4039.184570
	Iteration 8Q: 3 clusters Score -449805.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -449830.687500 Penalty: 4039.184570
	Iteration 9Q: 3 clusters Score -449830.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -449857.718750 Penalty: 4039.184570
	Iteration 10Q: 3 clusters Score -449857.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -449892.031250 Penalty: 4039.184570
	Iteration 11Q: 3 clusters Score -449892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -449921.312500 Penalty: 4039.184570
	Iteration 12Q: 3 clusters Score -449921.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -449949.531250 Penalty: 4039.184570
	Iteration 13Q: 3 clusters Score -449949.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -449984.343750 Penalty: 4039.184570
	Iteration 14Q: 3 clusters Score -449984.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -450011.968750 Penalty: 4039.184570
	Iteration 15Q: 3 clusters Score -450012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -450030.593750 Penalty: 4039.184570
	Iteration 16Q: 3 clusters Score -450030.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -450047.531250 Penalty: 4039.184570
	Iteration 17Q: 3 clusters Score -450047.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -450069.843750 Penalty: 4039.184570
	Iteration 18Q: 3 clusters Score -450069.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -450095.718750 Penalty: 4039.184570
	Iteration 19Q: 3 clusters Score -450095.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -450122.500000 Penalty: 4039.184570
	Iteration 20F: 3 clusters Score -450122.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -450147.781250 Penalty: 4039.184570
	Iteration 21Q: 3 clusters Score -450147.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -450179.437500 Penalty: 4039.184570
	Iteration 22Q: 3 clusters Score -450179.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -450203.843750 Penalty: 4039.184570
	Iteration 23Q: 3 clusters Score -450203.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -450228.781250 Penalty: 4039.184570
	Iteration 24Q: 3 clusters Score -450228.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -450253.750000 Penalty: 4039.184570
	Iteration 25Q: 3 clusters Score -450253.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -450279.000000 Penalty: 4039.184570
	Iteration 26Q: 3 clusters Score -450279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -450300.687500 Penalty: 4039.184570
	Iteration 27Q: 3 clusters Score -450300.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -450318.593750 Penalty: 4039.184570
	Iteration 28Q: 3 clusters Score -450318.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -450337.000000 Penalty: 4039.184570
	Iteration 29Q: 3 clusters Score -450337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -450359.718750 Penalty: 4039.184570
	Iteration 30Q: 3 clusters Score -450359.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -450379.312500 Penalty: 4039.184570
	Iteration 31Q: 3 clusters Score -450379.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -450390.875000 Penalty: 4039.184570
	Iteration 32Q: 3 clusters Score -450390.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -450402.593750 Penalty: 4039.184570
	Iteration 33Q: 3 clusters Score -450402.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -450415.562500 Penalty: 4039.184570
	Iteration 34Q: 3 clusters Score -450415.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -450434.562500 Penalty: 4039.184570
	Iteration 35Q: 3 clusters Score -450434.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -450442.781250 Penalty: 4039.184570
	Iteration 36Q: 3 clusters Score -450442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -450448.218750 Penalty: 4039.184570
	Iteration 37Q: 3 clusters Score -450448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -450451.281250 Penalty: 4039.184570
	Iteration 38Q: 3 clusters Score -450451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -450453.875000 Penalty: 4039.184570
	Iteration 39Q: 3 clusters Score -450453.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -450457.156250 Penalty: 4039.184570
	Iteration 40F: 3 clusters Score -450457.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -450463.250000 Penalty: 4039.184570
	Iteration 41Q: 3 clusters Score -450463.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -450468.187500 Penalty: 4039.184570
	Iteration 42Q: 3 clusters Score -450468.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -450474.062500 Penalty: 4039.184570
	Iteration 43Q: 3 clusters Score -450474.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -450480.125000 Penalty: 4039.184570
	Iteration 44Q: 3 clusters Score -450480.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -450487.625000 Penalty: 4039.184570
	Iteration 45Q: 3 clusters Score -450487.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -450496.812500 Penalty: 4039.184570
	Iteration 46Q: 3 clusters Score -450496.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -450506.875000 Penalty: 4039.184570
	Iteration 47Q: 3 clusters Score -450506.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -450515.812500 Penalty: 4039.184570
	Iteration 48Q: 3 clusters Score -450515.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -450521.968750 Penalty: 4039.184570
	Iteration 49Q: 3 clusters Score -450522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -450529.500000 Penalty: 4039.184570
	Iteration 50Q: 3 clusters Score -450529.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -450539.875000 Penalty: 4039.184570
	Iteration 51Q: 3 clusters Score -450539.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -450545.812500 Penalty: 4039.184570
	Iteration 52Q: 3 clusters Score -450545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -450549.031250 Penalty: 4039.184570
	Iteration 53Q: 3 clusters Score -450549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -450550.531250 Penalty: 4039.184570
	Iteration 54Q: 3 clusters Score -450550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -450551.156250 Penalty: 4039.184570
	Iteration 55Q: 3 clusters Score -450551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -450551.812500 Penalty: 4039.184570
	Iteration 56Q: 3 clusters Score -450551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -450554.406250 Penalty: 4039.184570
	Iteration 57Q: 3 clusters Score -450554.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -450559.406250 Penalty: 4039.184570
	Iteration 58Q: 3 clusters Score -450559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -450563.500000 Penalty: 4039.184570
	Iteration 59Q: 3 clusters Score -450563.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -450569.406250 Penalty: 4039.184570
	Iteration 60F: 3 clusters Score -450569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -450573.218750 Penalty: 4039.184570
	Iteration 61Q: 3 clusters Score -450573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -450576.031250 Penalty: 4039.184570
	Iteration 62Q: 3 clusters Score -450576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -450578.562500 Penalty: 4039.184570
	Iteration 63Q: 3 clusters Score -450578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -450582.375000 Penalty: 4039.184570
	Iteration 64Q: 3 clusters Score -450582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -450583.468750 Penalty: 4039.184570
	Iteration 65Q: 3 clusters Score -450583.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -450586.937500 Penalty: 4039.184570
	Iteration 66Q: 3 clusters Score -450586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -450589.812500 Penalty: 4039.184570
	Iteration 67Q: 3 clusters Score -450589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -450593.593750 Penalty: 4039.184570
	Iteration 68Q: 3 clusters Score -450593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -450593.312500 Penalty: 4039.184570
	Iteration 69Q: 3 clusters Score -450593.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -450595.531250 Penalty: 4039.184570
	Iteration 70Q: 3 clusters Score -450595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -450596.781250 Penalty: 4039.184570
	Iteration 71Q: 3 clusters Score -450596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -450597.343750 Penalty: 4039.184570
	Iteration 72Q: 3 clusters Score -450597.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -450597.343750 Penalty: 4039.184570
	Iteration 73F: 3 clusters Score -450597.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -158648.625000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158648.6 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 609 members 
Entering Unmasked Estep 
Score: -156599.656250 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156599.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -156970.453125 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -156970.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -157071.718750 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157071.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -157142.406250 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -157142.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -157235.703125 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -157235.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -157340.984375 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -157419.312500 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157419.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -157457.343750 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157457.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -157490.718750 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157490.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -157520.515625 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157520.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -157551.562500 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157551.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -157575.109375 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -157575.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -157591.875000 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -157591.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -157610.203125 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -157610.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -157619.875000 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -157619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -157625.359375 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -157625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -157627.515625 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -157627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -157629.968750 Penalty: 3509.601318
	Iteration 17Q: 3 clusters Score -157630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -157632.203125 Penalty: 3509.601318
	Iteration 18Q: 3 clusters Score -157632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -157633.953125 Penalty: 3509.601318
	Iteration 19Q: 3 clusters Score -157634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -157635.015625 Penalty: 3509.601318
	Iteration 20F: 3 clusters Score -157635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Entering Unmasked Estep 
Score: -1470245.750000 Penalty: 2291.855713
	Iteration 0F: 2 clusters Score -1470246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1462343.250000 Penalty: 4583.711426
	Iteration 0F: 3 clusters Score -1462343 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1464644.375000 Penalty: 4583.711426
	Iteration 1F: 3 clusters Score -1464644 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1464937.250000 Penalty: 4583.711426
	Iteration 2F: 3 clusters Score -1464937 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1465120.750000 Penalty: 4583.711426
	Iteration 3Q: 3 clusters Score -1465121 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1465229.000000 Penalty: 4583.711426
	Iteration 4Q: 3 clusters Score -1465229 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1465319.625000 Penalty: 4583.711426
	Iteration 5Q: 3 clusters Score -1465320 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1465401.500000 Penalty: 4583.711426
	Iteration 6Q: 3 clusters Score -1465402 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1465481.000000 Penalty: 4583.711426
	Iteration 7Q: 3 clusters Score -1465481 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1465546.625000 Penalty: 4583.711426
	Iteration 8Q: 3 clusters Score -1465547 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1465630.125000 Penalty: 4583.711426
	Iteration 9Q: 3 clusters Score -1465630 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1465702.500000 Penalty: 4583.711426
	Iteration 10Q: 3 clusters Score -1465702 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1465771.750000 Penalty: 4583.711426
	Iteration 11Q: 3 clusters Score -1465772 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1465842.000000 Penalty: 4583.711426
	Iteration 12Q: 3 clusters Score -1465842 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1465907.625000 Penalty: 4583.711426
	Iteration 13Q: 3 clusters Score -1465908 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1465982.625000 Penalty: 4583.711426
	Iteration 14Q: 3 clusters Score -1465983 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1466066.250000 Penalty: 4583.711426
	Iteration 15Q: 3 clusters Score -1466066 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1466162.000000 Penalty: 4583.711426
	Iteration 16Q: 3 clusters Score -1466162 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1466282.500000 Penalty: 4583.711426
	Iteration 17Q: 3 clusters Score -1466282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1466422.500000 Penalty: 4583.711426
	Iteration 18Q: 3 clusters Score -1466422 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1466602.000000 Penalty: 4583.711426
	Iteration 19Q: 3 clusters Score -1466602 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1466779.875000 Penalty: 4583.711426
	Iteration 20F: 3 clusters Score -1466780 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1466920.875000 Penalty: 4583.711426
	Iteration 21Q: 3 clusters Score -1466921 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1467034.250000 Penalty: 4583.711426
	Iteration 22Q: 3 clusters Score -1467034 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1467134.000000 Penalty: 4583.711426
	Iteration 23Q: 3 clusters Score -1467134 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1467221.250000 Penalty: 4583.711426
	Iteration 24Q: 3 clusters Score -1467221 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1467298.750000 Penalty: 4583.711426
	Iteration 25Q: 3 clusters Score -1467299 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1467356.375000 Penalty: 4583.711426
	Iteration 26Q: 3 clusters Score -1467356 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1467415.750000 Penalty: 4583.711426
	Iteration 27Q: 3 clusters Score -1467416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1467450.625000 Penalty: 4583.711426
	Iteration 28Q: 3 clusters Score -1467451 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1467493.875000 Penalty: 4583.711426
	Iteration 29Q: 3 clusters Score -1467494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1467525.750000 Penalty: 4583.711426
	Iteration 30Q: 3 clusters Score -1467526 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1467558.000000 Penalty: 4583.711426
	Iteration 31Q: 3 clusters Score -1467558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1467596.625000 Penalty: 4583.711426
	Iteration 32Q: 3 clusters Score -1467597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1467640.000000 Penalty: 4583.711426
	Iteration 33Q: 3 clusters Score -1467640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1467675.000000 Penalty: 4583.711426
	Iteration 34Q: 3 clusters Score -1467675 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1467708.875000 Penalty: 4583.711426
	Iteration 35Q: 3 clusters Score -1467709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1467740.000000 Penalty: 4583.711426
	Iteration 36Q: 3 clusters Score -1467740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1467760.875000 Penalty: 4583.711426
	Iteration 37Q: 3 clusters Score -1467761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1467785.000000 Penalty: 4583.711426
	Iteration 38Q: 3 clusters Score -1467785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1467805.500000 Penalty: 4583.711426
	Iteration 39Q: 3 clusters Score -1467806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1467820.500000 Penalty: 4583.711426
	Iteration 40F: 3 clusters Score -1467820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1467835.000000 Penalty: 4583.711426
	Iteration 41Q: 3 clusters Score -1467835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1467848.375000 Penalty: 4583.711426
	Iteration 42Q: 3 clusters Score -1467848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1467854.250000 Penalty: 4583.711426
	Iteration 43Q: 3 clusters Score -1467854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1467868.000000 Penalty: 4583.711426
	Iteration 44Q: 3 clusters Score -1467868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1467881.000000 Penalty: 4583.711426
	Iteration 45Q: 3 clusters Score -1467881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1467899.875000 Penalty: 4583.711426
	Iteration 46Q: 3 clusters Score -1467900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1467912.000000 Penalty: 4583.711426
	Iteration 47Q: 3 clusters Score -1467912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1467930.500000 Penalty: 4583.711426
	Iteration 48Q: 3 clusters Score -1467930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1467944.625000 Penalty: 4583.711426
	Iteration 49Q: 3 clusters Score -1467945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1467965.500000 Penalty: 4583.711426
	Iteration 50Q: 3 clusters Score -1467966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1467983.250000 Penalty: 4583.711426
	Iteration 51Q: 3 clusters Score -1467983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1467999.125000 Penalty: 4583.711426
	Iteration 52Q: 3 clusters Score -1467999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1468013.625000 Penalty: 4583.711426
	Iteration 53Q: 3 clusters Score -1468014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1468024.625000 Penalty: 4583.711426
	Iteration 54Q: 3 clusters Score -1468025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1468036.000000 Penalty: 4583.711426
	Iteration 55Q: 3 clusters Score -1468036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1468045.125000 Penalty: 4583.711426
	Iteration 56Q: 3 clusters Score -1468045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1468052.375000 Penalty: 4583.711426
	Iteration 57Q: 3 clusters Score -1468052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1468059.500000 Penalty: 4583.711426
	Iteration 58Q: 3 clusters Score -1468060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1468070.250000 Penalty: 4583.711426
	Iteration 59Q: 3 clusters Score -1468070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1468080.375000 Penalty: 4583.711426
	Iteration 60F: 3 clusters Score -1468080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1468087.375000 Penalty: 4583.711426
	Iteration 61Q: 3 clusters Score -1468087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1468094.750000 Penalty: 4583.711426
	Iteration 62Q: 3 clusters Score -1468095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1468109.000000 Penalty: 4583.711426
	Iteration 63Q: 3 clusters Score -1468109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1468126.375000 Penalty: 4583.711426
	Iteration 64Q: 3 clusters Score -1468126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1468135.625000 Penalty: 4583.711426
	Iteration 65Q: 3 clusters Score -1468136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1468143.000000 Penalty: 4583.711426
	Iteration 66Q: 3 clusters Score -1468143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1468151.375000 Penalty: 4583.711426
	Iteration 67Q: 3 clusters Score -1468151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1468154.000000 Penalty: 4583.711426
	Iteration 68Q: 3 clusters Score -1468154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1468158.000000 Penalty: 4583.711426
	Iteration 69Q: 3 clusters Score -1468158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1468158.750000 Penalty: 4583.711426
	Iteration 70Q: 3 clusters Score -1468159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1468164.500000 Penalty: 4583.711426
	Iteration 71Q: 3 clusters Score -1468164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1468174.500000 Penalty: 4583.711426
	Iteration 72Q: 3 clusters Score -1468174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1468181.000000 Penalty: 4583.711426
	Iteration 73Q: 3 clusters Score -1468181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1468192.500000 Penalty: 4583.711426
	Iteration 74Q: 3 clusters Score -1468192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1468193.250000 Penalty: 4583.711426
	Iteration 75Q: 3 clusters Score -1468193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1468202.250000 Penalty: 4583.711426
	Iteration 76Q: 3 clusters Score -1468202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1468211.500000 Penalty: 4583.711426
	Iteration 77Q: 3 clusters Score -1468212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1468221.375000 Penalty: 4583.711426
	Iteration 78Q: 3 clusters Score -1468221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1468222.750000 Penalty: 4583.711426
	Iteration 79Q: 3 clusters Score -1468223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1468225.125000 Penalty: 4583.711426
	Iteration 80F: 3 clusters Score -1468225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Entering Unmasked Estep 
Score: -5874832.000000 Penalty: 2640.183350
	Iteration 0F: 2 clusters Score -5874832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5846394.000000 Penalty: 5280.366699
	Iteration 0F: 3 clusters Score -5846394 nChanged 19273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -5857509.000000 Penalty: 5280.366699
	Iteration 1F: 3 clusters Score -5857509 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -5858260.500000 Penalty: 5280.366699
	Iteration 2Q: 3 clusters Score -5858260 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -5859123.000000 Penalty: 5280.366699
	Iteration 3Q: 3 clusters Score -5859123 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -5860267.000000 Penalty: 5280.366699
	Iteration 4F: 3 clusters Score -5860267 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -5861746.000000 Penalty: 5280.366699
	Iteration 5F: 3 clusters Score -5861746 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -5863527.000000 Penalty: 5280.366699
	Iteration 6F: 3 clusters Score -5863527 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -5865563.500000 Penalty: 5280.366699
	Iteration 7F: 3 clusters Score -5865564 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -5867392.500000 Penalty: 5280.366699
	Iteration 8F: 3 clusters Score -5867392 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5868774.000000 Penalty: 5280.366699
	Iteration 9Q: 3 clusters Score -5868774 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -5869639.000000 Penalty: 5280.366699
	Iteration 10Q: 3 clusters Score -5869639 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -5870234.000000 Penalty: 5280.366699
	Iteration 11Q: 3 clusters Score -5870234 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -5870691.500000 Penalty: 5280.366699
	Iteration 12Q: 3 clusters Score -5870692 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -5871090.000000 Penalty: 5280.366699
	Iteration 13Q: 3 clusters Score -5871090 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -5871499.500000 Penalty: 5280.366699
	Iteration 14Q: 3 clusters Score -5871500 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5871789.500000 Penalty: 5280.366699
	Iteration 15Q: 3 clusters Score -5871790 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -5871984.500000 Penalty: 5280.366699
	Iteration 16Q: 3 clusters Score -5871984 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5872099.500000 Penalty: 5280.366699
	Iteration 17Q: 3 clusters Score -5872100 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -5872169.500000 Penalty: 5280.366699
	Iteration 18Q: 3 clusters Score -5872170 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5872249.000000 Penalty: 5280.366699
	Iteration 19Q: 3 clusters Score -5872249 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5872302.500000 Penalty: 5280.366699
	Iteration 20F: 3 clusters Score -5872302 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -5872354.500000 Penalty: 5280.366699
	Iteration 21Q: 3 clusters Score -5872354 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -5872380.000000 Penalty: 5280.366699
	Iteration 22Q: 3 clusters Score -5872380 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5872403.000000 Penalty: 5280.366699
	Iteration 23Q: 3 clusters Score -5872403 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5872410.000000 Penalty: 5280.366699
	Iteration 24Q: 3 clusters Score -5872410 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -5872435.000000 Penalty: 5280.366699
	Iteration 25Q: 3 clusters Score -5872435 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5872431.500000 Penalty: 5280.366699
	Iteration 26Q: 3 clusters Score -5872432 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -5872451.500000 Penalty: 5280.366699
	Iteration 27Q: 3 clusters Score -5872452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -5872466.500000 Penalty: 5280.366699
	Iteration 28Q: 3 clusters Score -5872466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -5872481.000000 Penalty: 5280.366699
	Iteration 29Q: 3 clusters Score -5872481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5872490.000000 Penalty: 5280.366699
	Iteration 30Q: 3 clusters Score -5872490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5872486.000000 Penalty: 5280.366699
	Iteration 31Q: 3 clusters Score -5872486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -5872498.500000 Penalty: 5280.366699
	Iteration 32Q: 3 clusters Score -5872498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -5872495.500000 Penalty: 5280.366699
	Iteration 33Q: 3 clusters Score -5872496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -5872501.000000 Penalty: 5280.366699
	Iteration 34Q: 3 clusters Score -5872501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5872500.500000 Penalty: 5280.366699
	Iteration 35Q: 3 clusters Score -5872500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -5872508.000000 Penalty: 5280.366699
	Iteration 36Q: 3 clusters Score -5872508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -5872515.000000 Penalty: 5280.366699
	Iteration 37Q: 3 clusters Score -5872515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5872517.000000 Penalty: 5280.366699
	Iteration 38Q: 3 clusters Score -5872517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -5872529.500000 Penalty: 5280.366699
	Iteration 39Q: 3 clusters Score -5872530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -5872523.500000 Penalty: 5280.366699
	Iteration 40F: 3 clusters Score -5872524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5872524.000000 Penalty: 5280.366699
	Iteration 41Q: 3 clusters Score -5872524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -5872530.000000 Penalty: 5280.366699
	Iteration 42Q: 3 clusters Score -5872530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5872531.000000 Penalty: 5280.366699
	Iteration 43Q: 3 clusters Score -5872531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5872526.000000 Penalty: 5280.366699
	Iteration 44Q: 3 clusters Score -5872526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -5872522.500000 Penalty: 5280.366699
	Iteration 45Q: 3 clusters Score -5872522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -5872522.500000 Penalty: 5280.366699
	Iteration 46F: 3 clusters Score -5872522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (168550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168550 members 
Entering Unmasked Estep 
Score: -23313800.000000 Penalty: 2984.677002
	Iteration 0F: 2 clusters Score -2.33138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -23205820.000000 Penalty: 5969.354004
	Iteration 0F: 3 clusters Score -2.320582e+07 nChanged 80995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 86903 members 
Entering Unmasked Estep 
Score: -23253504.000000 Penalty: 5969.354004
	Iteration 1F: 3 clusters Score -2.32535e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80269 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -23255046.000000 Penalty: 5969.354004
	Iteration 2Q: 3 clusters Score -2.325505e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 90425 members 
Entering Unmasked Estep 
Score: -23257122.000000 Penalty: 5969.354004
	Iteration 3Q: 3 clusters Score -2.325712e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -23260280.000000 Penalty: 5969.354004
	Iteration 4Q: 3 clusters Score -2.326028e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -23264814.000000 Penalty: 5969.354004
	Iteration 5Q: 3 clusters Score -2.326481e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 103052 members 
Entering Unmasked Estep 
Score: -23271318.000000 Penalty: 5969.354004
	Iteration 6F: 3 clusters Score -2.327132e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 108782 members 
Entering Unmasked Estep 
Score: -23279414.000000 Penalty: 5969.354004
	Iteration 7F: 3 clusters Score -2.327941e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -23287346.000000 Penalty: 5969.354004
	Iteration 8F: 3 clusters Score -2.328735e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 117753 members 
Entering Unmasked Estep 
Score: -23292912.000000 Penalty: 5969.354004
	Iteration 9F: 3 clusters Score -2.329291e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 121058 members 
Entering Unmasked Estep 
Score: -23296000.000000 Penalty: 5969.354004
	Iteration 10Q: 3 clusters Score -2.3296e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 124004 members 
Entering Unmasked Estep 
Score: -23297776.000000 Penalty: 5969.354004
	Iteration 11Q: 3 clusters Score -2.329778e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 126725 members 
Entering Unmasked Estep 
Score: -23299360.000000 Penalty: 5969.354004
	Iteration 12Q: 3 clusters Score -2.329936e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 129379 members 
Entering Unmasked Estep 
Score: -23300752.000000 Penalty: 5969.354004
	Iteration 13Q: 3 clusters Score -2.330075e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 131917 members 
Entering Unmasked Estep 
Score: -23302082.000000 Penalty: 5969.354004
	Iteration 14Q: 3 clusters Score -2.330208e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 134444 members 
Entering Unmasked Estep 
Score: -23303464.000000 Penalty: 5969.354004
	Iteration 15Q: 3 clusters Score -2.330346e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 136877 members 
Entering Unmasked Estep 
Score: -23304592.000000 Penalty: 5969.354004
	Iteration 16Q: 3 clusters Score -2.330459e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 139233 members 
Entering Unmasked Estep 
Score: -23305638.000000 Penalty: 5969.354004
	Iteration 17Q: 3 clusters Score -2.330564e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 141544 members 
Entering Unmasked Estep 
Score: -23306626.000000 Penalty: 5969.354004
	Iteration 18Q: 3 clusters Score -2.330663e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 143861 members 
Entering Unmasked Estep 
Score: -23307506.000000 Penalty: 5969.354004
	Iteration 19Q: 3 clusters Score -2.330751e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 146160 members 
Entering Unmasked Estep 
Score: -23308216.000000 Penalty: 5969.354004
	Iteration 20F: 3 clusters Score -2.330822e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 148288 members 
Entering Unmasked Estep 
Score: -23308864.000000 Penalty: 5969.354004
	Iteration 21Q: 3 clusters Score -2.330886e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 150350 members 
Entering Unmasked Estep 
Score: -23309344.000000 Penalty: 5969.354004
	Iteration 22Q: 3 clusters Score -2.330934e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 152329 members 
Entering Unmasked Estep 
Score: -23309734.000000 Penalty: 5969.354004
	Iteration 23Q: 3 clusters Score -2.330973e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 154174 members 
Entering Unmasked Estep 
Score: -23310122.000000 Penalty: 5969.354004
	Iteration 24Q: 3 clusters Score -2.331012e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 155844 members 
Entering Unmasked Estep 
Score: -23310504.000000 Penalty: 5969.354004
	Iteration 25Q: 3 clusters Score -2.33105e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 157305 members 
Entering Unmasked Estep 
Score: -23310846.000000 Penalty: 5969.354004
	Iteration 26Q: 3 clusters Score -2.331085e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 158603 members 
Entering Unmasked Estep 
Score: -23310938.000000 Penalty: 5969.354004
	Iteration 27Q: 3 clusters Score -2.331094e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 159773 members 
Entering Unmasked Estep 
Score: -23311100.000000 Penalty: 5969.354004
	Iteration 28Q: 3 clusters Score -2.33111e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 160783 members 
Entering Unmasked Estep 
Score: -23311308.000000 Penalty: 5969.354004
	Iteration 29Q: 3 clusters Score -2.331131e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 161618 members 
Entering Unmasked Estep 
Score: -23311506.000000 Penalty: 5969.354004
	Iteration 30Q: 3 clusters Score -2.331151e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 162380 members 
Entering Unmasked Estep 
Score: -23311664.000000 Penalty: 5969.354004
	Iteration 31Q: 3 clusters Score -2.331166e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 162992 members 
Entering Unmasked Estep 
Score: -23311792.000000 Penalty: 5969.354004
	Iteration 32Q: 3 clusters Score -2.331179e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 163489 members 
Entering Unmasked Estep 
Score: -23311856.000000 Penalty: 5969.354004
	Iteration 33Q: 3 clusters Score -2.331186e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 163930 members 
Entering Unmasked Estep 
Score: -23311956.000000 Penalty: 5969.354004
	Iteration 34Q: 3 clusters Score -2.331196e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 164279 members 
Entering Unmasked Estep 
Score: -23312012.000000 Penalty: 5969.354004
	Iteration 35Q: 3 clusters Score -2.331201e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 164549 members 
Entering Unmasked Estep 
Score: -23312054.000000 Penalty: 5969.354004
	Iteration 36Q: 3 clusters Score -2.331205e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 164767 members 
Entering Unmasked Estep 
Score: -23312070.000000 Penalty: 5969.354004
	Iteration 37Q: 3 clusters Score -2.331207e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 164938 members 
Entering Unmasked Estep 
Score: -23312106.000000 Penalty: 5969.354004
	Iteration 38Q: 3 clusters Score -2.331211e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
Score: -23312142.000000 Penalty: 5969.354004
	Iteration 39Q: 3 clusters Score -2.331214e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 165207 members 
Entering Unmasked Estep 
Score: -23312142.000000 Penalty: 5969.354004
	Iteration 40F: 3 clusters Score -2.331214e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 165326 members 
Entering Unmasked Estep 
Score: -23312146.000000 Penalty: 5969.354004
	Iteration 41Q: 3 clusters Score -2.331215e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 165424 members 
Entering Unmasked Estep 
Score: -23312196.000000 Penalty: 5969.354004
	Iteration 42Q: 3 clusters Score -2.33122e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 165514 members 
Entering Unmasked Estep 
Score: -23312204.000000 Penalty: 5969.354004
	Iteration 43Q: 3 clusters Score -2.33122e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 165589 members 
Entering Unmasked Estep 
Score: -23312222.000000 Penalty: 5969.354004
	Iteration 44Q: 3 clusters Score -2.331222e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 165638 members 
Entering Unmasked Estep 
Score: -23312214.000000 Penalty: 5969.354004
	Iteration 45Q: 3 clusters Score -2.331221e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 165673 members 
Entering Unmasked Estep 
Score: -23312246.000000 Penalty: 5969.354004
	Iteration 46Q: 3 clusters Score -2.331225e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 165703 members 
Entering Unmasked Estep 
Score: -23312244.000000 Penalty: 5969.354004
	Iteration 47Q: 3 clusters Score -2.331224e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 165738 members 
Entering Unmasked Estep 
Score: -23312240.000000 Penalty: 5969.354004
	Iteration 48Q: 3 clusters Score -2.331224e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 165773 members 
Entering Unmasked Estep 
Score: -23312266.000000 Penalty: 5969.354004
	Iteration 49Q: 3 clusters Score -2.331227e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 165803 members 
Entering Unmasked Estep 
Score: -23312256.000000 Penalty: 5969.354004
	Iteration 50Q: 3 clusters Score -2.331226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 165822 members 
Entering Unmasked Estep 
Score: -23312256.000000 Penalty: 5969.354004
	Iteration 51Q: 3 clusters Score -2.331226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 165839 members 
Entering Unmasked Estep 
Score: -23312266.000000 Penalty: 5969.354004
	Iteration 52Q: 3 clusters Score -2.331227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 165855 members 
Entering Unmasked Estep 
Score: -23312244.000000 Penalty: 5969.354004
	Iteration 53Q: 3 clusters Score -2.331224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 165873 members 
Entering Unmasked Estep 
Score: -23312258.000000 Penalty: 5969.354004
	Iteration 54Q: 3 clusters Score -2.331226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 165886 members 
Entering Unmasked Estep 
Score: -23312258.000000 Penalty: 5969.354004
	Iteration 55Q: 3 clusters Score -2.331226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 165907 members 
Entering Unmasked Estep 
Score: -23312238.000000 Penalty: 5969.354004
	Iteration 56Q: 3 clusters Score -2.331224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 165915 members 
Entering Unmasked Estep 
Score: -23312220.000000 Penalty: 5969.354004
	Iteration 57Q: 3 clusters Score -2.331222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 165929 members 
Entering Unmasked Estep 
Score: -23312246.000000 Penalty: 5969.354004
	Iteration 58Q: 3 clusters Score -2.331225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 165941 members 
Entering Unmasked Estep 
Score: -23312234.000000 Penalty: 5969.354004
	Iteration 59Q: 3 clusters Score -2.331223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 165950 members 
Entering Unmasked Estep 
Score: -23312232.000000 Penalty: 5969.354004
	Iteration 60F: 3 clusters Score -2.331223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 165957 members 
Entering Unmasked Estep 
Score: -23312258.000000 Penalty: 5969.354004
	Iteration 61Q: 3 clusters Score -2.331226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 165965 members 
Entering Unmasked Estep 
Score: -23312254.000000 Penalty: 5969.354004
	Iteration 62Q: 3 clusters Score -2.331225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 165972 members 
Entering Unmasked Estep 
Score: -23312258.000000 Penalty: 5969.354004
	Iteration 63Q: 3 clusters Score -2.331226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 165984 members 
Entering Unmasked Estep 
Score: -23312266.000000 Penalty: 5969.354004
	Iteration 64Q: 3 clusters Score -2.331227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 165995 members 
Entering Unmasked Estep 
Score: -23312252.000000 Penalty: 5969.354004
	Iteration 65Q: 3 clusters Score -2.331225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
Score: -23312250.000000 Penalty: 5969.354004
	Iteration 66Q: 3 clusters Score -2.331225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 166014 members 
Entering Unmasked Estep 
Score: -23312252.000000 Penalty: 5969.354004
	Iteration 67Q: 3 clusters Score -2.331225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 166025 members 
Entering Unmasked Estep 
Score: -23312254.000000 Penalty: 5969.354004
	Iteration 68Q: 3 clusters Score -2.331225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 166034 members 
Entering Unmasked Estep 
Score: -23312264.000000 Penalty: 5969.354004
	Iteration 69Q: 3 clusters Score -2.331226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 166036 members 
Entering Unmasked Estep 
Score: -23312268.000000 Penalty: 5969.354004
	Iteration 70Q: 3 clusters Score -2.331227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 166041 members 
Entering Unmasked Estep 
Score: -23312256.000000 Penalty: 5969.354004
	Iteration 71Q: 3 clusters Score -2.331226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 166045 members 
Entering Unmasked Estep 
Score: -23312252.000000 Penalty: 5969.354004
	Iteration 72Q: 3 clusters Score -2.331225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 166048 members 
Entering Unmasked Estep 
Score: -23312262.000000 Penalty: 5969.354004
	Iteration 73Q: 3 clusters Score -2.331226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 166050 members 
Entering Unmasked Estep 
Score: -23312252.000000 Penalty: 5969.354004
	Iteration 74Q: 3 clusters Score -2.331225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 166050 members 
Entering Unmasked Estep 
Score: -23312262.000000 Penalty: 5969.354004
	Iteration 75Q: 3 clusters Score -2.331226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 166055 members 
Entering Unmasked Estep 
Score: -23312262.000000 Penalty: 5969.354004
	Iteration 76Q: 3 clusters Score -2.331226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 166055 members 
Entering Unmasked Estep 
Score: -23312252.000000 Penalty: 5969.354004
	Iteration 77Q: 3 clusters Score -2.331225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 166056 members 
Entering Unmasked Estep 
Score: -23312258.000000 Penalty: 5969.354004
	Iteration 78Q: 3 clusters Score -2.331226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 166056 members 
Entering Unmasked Estep 
Score: -23312258.000000 Penalty: 5969.354004
	Iteration 79F: 3 clusters Score -2.331226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 187020 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58104 members 
Mstep: Class 7 contains 1325 members 
Mstep: Class 8 contains 136928 members 
Mstep: Class 9 contains 21253 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 173281 members 
Mstep: Class 14 contains 134912 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 39403 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10315 members 
Mstep: Class 21 contains 42020 members 
Mstep: Class 24 contains 168550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137404944.000000 Penalty: 72024.632812
Iteration 39Q: 22 clusters Score -1.374049e+08 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 185662 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 3163 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 59152 members 
Mstep: Class 7 contains 1321 members 
Mstep: Class 8 contains 140272 members 
Mstep: Class 9 contains 21179 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3592 members 
Mstep: Class 13 contains 171273 members 
Mstep: Class 14 contains 133934 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 39396 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10377 members 
Mstep: Class 21 contains 42948 members 
Mstep: Class 24 contains 167074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137408416.000000 Penalty: 72024.632812
Iteration 40F: 22 clusters Score -1.374084e+08 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 183663 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 59471 members 
Mstep: Class 7 contains 1319 members 
Mstep: Class 8 contains 143359 members 
Mstep: Class 9 contains 21029 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 169862 members 
Mstep: Class 14 contains 132802 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 39360 members 
Mstep: Class 18 contains 3497 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10629 members 
Mstep: Class 21 contains 43935 members 
Mstep: Class 24 contains 165690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137410368.000000 Penalty: 72024.632812
Iteration 41Q: 22 clusters Score -1.374104e+08 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 181653 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 59620 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 146405 members 
Mstep: Class 9 contains 20838 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 168785 members 
Mstep: Class 14 contains 131640 members 
Mstep: Class 15 contains 3169 members 
Mstep: Class 16 contains 39337 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 10837 members 
Mstep: Class 21 contains 44878 members 
Mstep: Class 24 contains 164382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137413136.000000 Penalty: 72024.632812
Iteration 42Q: 22 clusters Score -1.374131e+08 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 179702 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 59711 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 149301 members 
Mstep: Class 9 contains 20652 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3508 members 
Mstep: Class 13 contains 167902 members 
Mstep: Class 14 contains 130490 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 39302 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 11046 members 
Mstep: Class 21 contains 45745 members 
Mstep: Class 24 contains 163211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137415632.000000 Penalty: 72024.632812
Iteration 43Q: 22 clusters Score -1.374156e+08 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 178062 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3349 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 59727 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 151950 members 
Mstep: Class 9 contains 20432 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 167177 members 
Mstep: Class 14 contains 129299 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 16 contains 39240 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 11253 members 
Mstep: Class 21 contains 46637 members 
Mstep: Class 24 contains 162023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137417728.000000 Penalty: 72024.632812
Iteration 44Q: 22 clusters Score -1.374177e+08 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 176598 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 59702 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 154223 members 
Mstep: Class 9 contains 20229 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 166620 members 
Mstep: Class 14 contains 128155 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 39146 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 11448 members 
Mstep: Class 21 contains 47455 members 
Mstep: Class 24 contains 160906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137419616.000000 Penalty: 72024.632812
Iteration 45Q: 22 clusters Score -1.374196e+08 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 175295 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 59660 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 156216 members 
Mstep: Class 9 contains 20031 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3468 members 
Mstep: Class 13 contains 166144 members 
Mstep: Class 14 contains 127128 members 
Mstep: Class 15 contains 3845 members 
Mstep: Class 16 contains 39069 members 
Mstep: Class 18 contains 3628 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 11599 members 
Mstep: Class 21 contains 48260 members 
Mstep: Class 24 contains 159787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137420880.000000 Penalty: 72024.632812
Iteration 46Q: 22 clusters Score -1.374209e+08 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 174178 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 59564 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 157941 members 
Mstep: Class 9 contains 19822 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 165715 members 
Mstep: Class 14 contains 126183 members 
Mstep: Class 15 contains 4095 members 
Mstep: Class 16 contains 38954 members 
Mstep: Class 18 contains 3652 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 11726 members 
Mstep: Class 21 contains 49089 members 
Mstep: Class 24 contains 158785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137422368.000000 Penalty: 72024.632812
Iteration 47Q: 22 clusters Score -1.374224e+08 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 173300 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 59469 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 159240 members 
Mstep: Class 9 contains 19603 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 165335 members 
Mstep: Class 14 contains 125275 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 38872 members 
Mstep: Class 18 contains 3678 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 11887 members 
Mstep: Class 21 contains 49952 members 
Mstep: Class 24 contains 157858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137424288.000000 Penalty: 72024.632812
Iteration 48Q: 22 clusters Score -1.374243e+08 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 172760 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3506 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 59318 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 160032 members 
Mstep: Class 9 contains 19428 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 165096 members 
Mstep: Class 14 contains 124390 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 38780 members 
Mstep: Class 18 contains 3693 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 12049 members 
Mstep: Class 21 contains 50765 members 
Mstep: Class 24 contains 157050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137425696.000000 Penalty: 72024.632812
Iteration 49Q: 22 clusters Score -1.374257e+08 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 172488 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3526 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 59153 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 8 contains 160398 members 
Mstep: Class 9 contains 19243 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 165020 members 
Mstep: Class 14 contains 123509 members 
Mstep: Class 15 contains 4914 members 
Mstep: Class 16 contains 38712 members 
Mstep: Class 18 contains 3701 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 12246 members 
Mstep: Class 21 contains 51534 members 
Mstep: Class 24 contains 156336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137427408.000000 Penalty: 72024.632812
Iteration 50Q: 22 clusters Score -1.374274e+08 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 172485 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3544 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 59001 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 8 contains 160401 members 
Mstep: Class 9 contains 19066 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 165024 members 
Mstep: Class 14 contains 122690 members 
Mstep: Class 15 contains 5224 members 
Mstep: Class 16 contains 38631 members 
Mstep: Class 18 contains 3722 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 12431 members 
Mstep: Class 21 contains 52293 members 
Mstep: Class 24 contains 155632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137428320.000000 Penalty: 72024.632812
Iteration 51Q: 22 clusters Score -1.374283e+08 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 172648 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58856 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 160255 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 165119 members 
Mstep: Class 14 contains 121932 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 38563 members 
Mstep: Class 18 contains 3724 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 12611 members 
Mstep: Class 21 contains 52980 members 
Mstep: Class 24 contains 154930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137429152.000000 Penalty: 72024.632812
Iteration 52Q: 22 clusters Score -1.374292e+08 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 172928 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3592 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58739 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 159976 members 
Mstep: Class 9 contains 18769 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 165182 members 
Mstep: Class 14 contains 121248 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 38479 members 
Mstep: Class 18 contains 3726 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 12773 members 
Mstep: Class 21 contains 53683 members 
Mstep: Class 24 contains 154236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137430304.000000 Penalty: 72024.632812
Iteration 53Q: 22 clusters Score -1.374303e+08 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 173393 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58640 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 159703 members 
Mstep: Class 9 contains 18631 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3423 members 
Mstep: Class 13 contains 165294 members 
Mstep: Class 14 contains 120518 members 
Mstep: Class 15 contains 5949 members 
Mstep: Class 16 contains 38404 members 
Mstep: Class 18 contains 3733 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 54305 members 
Mstep: Class 24 contains 153517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137431296.000000 Penalty: 72024.632812
Iteration 54Q: 22 clusters Score -1.374313e+08 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 173914 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3634 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58602 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 159288 members 
Mstep: Class 9 contains 18499 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 165379 members 
Mstep: Class 14 contains 119818 members 
Mstep: Class 15 contains 6127 members 
Mstep: Class 16 contains 38320 members 
Mstep: Class 18 contains 3729 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 13047 members 
Mstep: Class 21 contains 54930 members 
Mstep: Class 24 contains 152899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137431680.000000 Penalty: 72024.632812
Iteration 55Q: 22 clusters Score -1.374317e+08 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 174424 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3649 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58562 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 158848 members 
Mstep: Class 9 contains 18373 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 165480 members 
Mstep: Class 14 contains 119132 members 
Mstep: Class 15 contains 6282 members 
Mstep: Class 16 contains 38262 members 
Mstep: Class 18 contains 3737 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 13180 members 
Mstep: Class 21 contains 55561 members 
Mstep: Class 24 contains 152306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137432192.000000 Penalty: 72024.632812
Iteration 56Q: 22 clusters Score -1.374322e+08 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 174936 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3663 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58497 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 158367 members 
Mstep: Class 9 contains 18284 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3390 members 
Mstep: Class 13 contains 165605 members 
Mstep: Class 14 contains 118471 members 
Mstep: Class 15 contains 6417 members 
Mstep: Class 16 contains 38204 members 
Mstep: Class 18 contains 3747 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 13321 members 
Mstep: Class 21 contains 56173 members 
Mstep: Class 24 contains 151771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137433072.000000 Penalty: 72024.632812
Iteration 57Q: 22 clusters Score -1.374331e+08 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 175470 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3669 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58438 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 157890 members 
Mstep: Class 9 contains 18189 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 165825 members 
Mstep: Class 14 contains 117827 members 
Mstep: Class 15 contains 6523 members 
Mstep: Class 16 contains 38155 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 13476 members 
Mstep: Class 21 contains 56791 members 
Mstep: Class 24 contains 151183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137433760.000000 Penalty: 72024.632812
Iteration 58Q: 22 clusters Score -1.374338e+08 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 175904 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58397 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 157455 members 
Mstep: Class 9 contains 18119 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 166004 members 
Mstep: Class 14 contains 117218 members 
Mstep: Class 15 contains 6619 members 
Mstep: Class 16 contains 38112 members 
Mstep: Class 18 contains 3758 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 13600 members 
Mstep: Class 21 contains 57444 members 
Mstep: Class 24 contains 150630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137433904.000000 Penalty: 72024.632812
Iteration 59Q: 22 clusters Score -1.374339e+08 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 176326 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58373 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 157029 members 
Mstep: Class 9 contains 18041 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 166167 members 
Mstep: Class 14 contains 116629 members 
Mstep: Class 15 contains 6714 members 
Mstep: Class 16 contains 38064 members 
Mstep: Class 18 contains 3764 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 13724 members 
Mstep: Class 21 contains 58131 members 
Mstep: Class 24 contains 150096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137434416.000000 Penalty: 72024.632812
Iteration 60F: 22 clusters Score -1.374344e+08 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 176602 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3683 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58300 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 156642 members 
Mstep: Class 9 contains 17972 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 166243 members 
Mstep: Class 14 contains 116043 members 
Mstep: Class 15 contains 7038 members 
Mstep: Class 16 contains 38019 members 
Mstep: Class 18 contains 3767 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 13922 members 
Mstep: Class 21 contains 58803 members 
Mstep: Class 24 contains 149535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137434832.000000 Penalty: 72024.632812
Iteration 61Q: 22 clusters Score -1.374348e+08 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 176839 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58221 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 156301 members 
Mstep: Class 9 contains 17922 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 166308 members 
Mstep: Class 14 contains 115512 members 
Mstep: Class 15 contains 7338 members 
Mstep: Class 16 contains 37991 members 
Mstep: Class 18 contains 3763 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 14095 members 
Mstep: Class 21 contains 59448 members 
Mstep: Class 24 contains 148979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137435552.000000 Penalty: 72024.632812
Iteration 62Q: 22 clusters Score -1.374356e+08 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 177104 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3700 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58115 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 156001 members 
Mstep: Class 9 contains 17860 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 166388 members 
Mstep: Class 14 contains 114975 members 
Mstep: Class 15 contains 7621 members 
Mstep: Class 16 contains 37961 members 
Mstep: Class 18 contains 3765 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 14263 members 
Mstep: Class 21 contains 60072 members 
Mstep: Class 24 contains 148465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137436480.000000 Penalty: 72024.632812
Iteration 63Q: 22 clusters Score -1.374365e+08 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 177348 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 58035 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 155731 members 
Mstep: Class 9 contains 17772 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 166487 members 
Mstep: Class 14 contains 114461 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 37936 members 
Mstep: Class 18 contains 3762 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 14411 members 
Mstep: Class 21 contains 60675 members 
Mstep: Class 24 contains 147971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137436800.000000 Penalty: 72024.632812
Iteration 64Q: 22 clusters Score -1.374368e+08 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 177598 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3708 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57984 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 155490 members 
Mstep: Class 9 contains 17712 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 166473 members 
Mstep: Class 14 contains 113972 members 
Mstep: Class 15 contains 8182 members 
Mstep: Class 16 contains 37911 members 
Mstep: Class 18 contains 3754 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 14540 members 
Mstep: Class 21 contains 61252 members 
Mstep: Class 24 contains 147475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137437344.000000 Penalty: 72024.632812
Iteration 65Q: 22 clusters Score -1.374373e+08 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 177859 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57924 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 155255 members 
Mstep: Class 9 contains 17648 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 166448 members 
Mstep: Class 14 contains 113515 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 16 contains 37892 members 
Mstep: Class 18 contains 3753 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 61809 members 
Mstep: Class 24 contains 146984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438096.000000 Penalty: 72024.632812
Iteration 66Q: 22 clusters Score -1.374381e+08 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 178029 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3718 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57880 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 155103 members 
Mstep: Class 9 contains 17599 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3312 members 
Mstep: Class 13 contains 166494 members 
Mstep: Class 14 contains 113035 members 
Mstep: Class 15 contains 8683 members 
Mstep: Class 16 contains 37862 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 14854 members 
Mstep: Class 21 contains 62364 members 
Mstep: Class 24 contains 146456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438704.000000 Penalty: 72024.632812
Iteration 67Q: 22 clusters Score -1.374387e+08 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 178149 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57844 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 154936 members 
Mstep: Class 9 contains 17554 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 166569 members 
Mstep: Class 14 contains 112612 members 
Mstep: Class 15 contains 8903 members 
Mstep: Class 16 contains 37840 members 
Mstep: Class 18 contains 3748 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 14964 members 
Mstep: Class 21 contains 62903 members 
Mstep: Class 24 contains 145971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137438960.000000 Penalty: 72024.632812
Iteration 68Q: 22 clusters Score -1.37439e+08 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 178200 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57828 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 154788 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 166689 members 
Mstep: Class 14 contains 112175 members 
Mstep: Class 15 contains 9139 members 
Mstep: Class 16 contains 37825 members 
Mstep: Class 18 contains 3751 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 15109 members 
Mstep: Class 21 contains 63438 members 
Mstep: Class 24 contains 145419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439280.000000 Penalty: 72024.632812
Iteration 69Q: 22 clusters Score -1.374393e+08 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 178263 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3745 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57786 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 154671 members 
Mstep: Class 9 contains 17454 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 166863 members 
Mstep: Class 14 contains 111715 members 
Mstep: Class 15 contains 9363 members 
Mstep: Class 16 contains 37785 members 
Mstep: Class 18 contains 3752 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 15264 members 
Mstep: Class 21 contains 63998 members 
Mstep: Class 24 contains 144843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439520.000000 Penalty: 72024.632812
Iteration 70Q: 22 clusters Score -1.374395e+08 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 178320 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3749 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57766 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 154566 members 
Mstep: Class 9 contains 17396 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 167085 members 
Mstep: Class 14 contains 111285 members 
Mstep: Class 15 contains 9578 members 
Mstep: Class 16 contains 37746 members 
Mstep: Class 18 contains 3748 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 15412 members 
Mstep: Class 21 contains 64565 members 
Mstep: Class 24 contains 144206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137440144.000000 Penalty: 72024.632812
Iteration 71Q: 22 clusters Score -1.374401e+08 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 178293 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3756 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57725 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 154473 members 
Mstep: Class 9 contains 17359 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3287 members 
Mstep: Class 13 contains 167275 members 
Mstep: Class 14 contains 110851 members 
Mstep: Class 15 contains 9817 members 
Mstep: Class 16 contains 37721 members 
Mstep: Class 18 contains 3751 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 15557 members 
Mstep: Class 21 contains 65103 members 
Mstep: Class 24 contains 143628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439984.000000 Penalty: 72024.632812
Iteration 72Q: 22 clusters Score -1.3744e+08 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 178281 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57668 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 154379 members 
Mstep: Class 9 contains 17314 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 167452 members 
Mstep: Class 14 contains 110493 members 
Mstep: Class 15 contains 10046 members 
Mstep: Class 16 contains 37681 members 
Mstep: Class 18 contains 3753 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 15686 members 
Mstep: Class 21 contains 65677 members 
Mstep: Class 24 contains 143039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137440416.000000 Penalty: 72024.632812
Iteration 73Q: 22 clusters Score -1.374404e+08 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 178271 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3766 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57586 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 154299 members 
Mstep: Class 9 contains 17289 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 167667 members 
Mstep: Class 14 contains 110118 members 
Mstep: Class 15 contains 10270 members 
Mstep: Class 16 contains 37640 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 15772 members 
Mstep: Class 21 contains 66241 members 
Mstep: Class 24 contains 142494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137440736.000000 Penalty: 72024.632812
Iteration 74Q: 22 clusters Score -1.374407e+08 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 178276 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3769 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57518 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 154187 members 
Mstep: Class 9 contains 17275 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3255 members 
Mstep: Class 13 contains 167965 members 
Mstep: Class 14 contains 109757 members 
Mstep: Class 15 contains 10476 members 
Mstep: Class 16 contains 37601 members 
Mstep: Class 18 contains 3751 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 15846 members 
Mstep: Class 21 contains 66775 members 
Mstep: Class 24 contains 141915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137441200.000000 Penalty: 72024.632812
Iteration 75Q: 22 clusters Score -1.374412e+08 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 178252 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3771 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57448 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 154109 members 
Mstep: Class 9 contains 17250 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3248 members 
Mstep: Class 13 contains 168258 members 
Mstep: Class 14 contains 109454 members 
Mstep: Class 15 contains 10667 members 
Mstep: Class 16 contains 37554 members 
Mstep: Class 18 contains 3753 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 15917 members 
Mstep: Class 21 contains 67306 members 
Mstep: Class 24 contains 141320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137441408.000000 Penalty: 72024.632812
Iteration 76Q: 22 clusters Score -1.374414e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 178267 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3775 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57412 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 154050 members 
Mstep: Class 9 contains 17232 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3240 members 
Mstep: Class 13 contains 168590 members 
Mstep: Class 14 contains 109154 members 
Mstep: Class 15 contains 10836 members 
Mstep: Class 16 contains 37508 members 
Mstep: Class 18 contains 3758 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 15970 members 
Mstep: Class 21 contains 67816 members 
Mstep: Class 24 contains 140639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137441408.000000 Penalty: 72024.632812
Iteration 77Q: 22 clusters Score -1.374414e+08 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 178323 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 3779 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57366 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 154019 members 
Mstep: Class 9 contains 17202 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3236 members 
Mstep: Class 13 contains 168925 members 
Mstep: Class 14 contains 108874 members 
Mstep: Class 15 contains 10994 members 
Mstep: Class 16 contains 37485 members 
Mstep: Class 18 contains 3757 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 68303 members 
Mstep: Class 24 contains 139920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137441440.000000 Penalty: 72024.632812
Iteration 78Q: 22 clusters Score -1.374414e+08 nChanged 3683
Entering ConstructFrom: 
Score: -137441440.000000 Penalty: 72024.632812
Entering ConstructFrom: 
Trying to split cluster 1 (39222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Entering Unmasked Estep 
Score: -5465816.500000 Penalty: 2623.094238
	Iteration 0F: 2 clusters Score -5465816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -5439074.500000 Penalty: 5246.188477
	Iteration 0F: 3 clusters Score -5439074 nChanged 18081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -5449022.000000 Penalty: 5246.188477
	Iteration 1F: 3 clusters Score -5449022 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -5449623.000000 Penalty: 5246.188477
	Iteration 2Q: 3 clusters Score -5449623 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -5450197.500000 Penalty: 5246.188477
	Iteration 3Q: 3 clusters Score -5450198 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -5450886.500000 Penalty: 5246.188477
	Iteration 4Q: 3 clusters Score -5450886 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -5451695.000000 Penalty: 5246.188477
	Iteration 5Q: 3 clusters Score -5451695 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -5452732.000000 Penalty: 5246.188477
	Iteration 6Q: 3 clusters Score -5452732 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -5454096.500000 Penalty: 5246.188477
	Iteration 7Q: 3 clusters Score -5454096 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -5455576.000000 Penalty: 5246.188477
	Iteration 8F: 3 clusters Score -5455576 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -5456921.500000 Penalty: 5246.188477
	Iteration 9Q: 3 clusters Score -5456922 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -5457975.000000 Penalty: 5246.188477
	Iteration 10Q: 3 clusters Score -5457975 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -5458923.500000 Penalty: 5246.188477
	Iteration 11Q: 3 clusters Score -5458924 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -5459652.500000 Penalty: 5246.188477
	Iteration 12Q: 3 clusters Score -5459652 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -5460173.000000 Penalty: 5246.188477
	Iteration 13Q: 3 clusters Score -5460173 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -5460587.500000 Penalty: 5246.188477
	Iteration 14Q: 3 clusters Score -5460588 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5460936.000000 Penalty: 5246.188477
	Iteration 15Q: 3 clusters Score -5460936 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -5461289.000000 Penalty: 5246.188477
	Iteration 16Q: 3 clusters Score -5461289 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5461553.500000 Penalty: 5246.188477
	Iteration 17Q: 3 clusters Score -5461554 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -5461807.000000 Penalty: 5246.188477
	Iteration 18Q: 3 clusters Score -5461807 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5462060.000000 Penalty: 5246.188477
	Iteration 19Q: 3 clusters Score -5462060 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5462321.500000 Penalty: 5246.188477
	Iteration 20F: 3 clusters Score -5462322 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5462515.000000 Penalty: 5246.188477
	Iteration 21Q: 3 clusters Score -5462515 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5462710.500000 Penalty: 5246.188477
	Iteration 22Q: 3 clusters Score -5462710 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5462853.000000 Penalty: 5246.188477
	Iteration 23Q: 3 clusters Score -5462853 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5462969.500000 Penalty: 5246.188477
	Iteration 24Q: 3 clusters Score -5462970 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5463085.000000 Penalty: 5246.188477
	Iteration 25Q: 3 clusters Score -5463085 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5463163.000000 Penalty: 5246.188477
	Iteration 26Q: 3 clusters Score -5463163 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5463234.500000 Penalty: 5246.188477
	Iteration 27Q: 3 clusters Score -5463234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5463300.500000 Penalty: 5246.188477
	Iteration 28Q: 3 clusters Score -5463300 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5463335.000000 Penalty: 5246.188477
	Iteration 29Q: 3 clusters Score -5463335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5463363.500000 Penalty: 5246.188477
	Iteration 30Q: 3 clusters Score -5463364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5463407.000000 Penalty: 5246.188477
	Iteration 31Q: 3 clusters Score -5463407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5463423.000000 Penalty: 5246.188477
	Iteration 32Q: 3 clusters Score -5463423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5463460.500000 Penalty: 5246.188477
	Iteration 33Q: 3 clusters Score -5463460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5463473.500000 Penalty: 5246.188477
	Iteration 34Q: 3 clusters Score -5463474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5463487.500000 Penalty: 5246.188477
	Iteration 35Q: 3 clusters Score -5463488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5463501.000000 Penalty: 5246.188477
	Iteration 36Q: 3 clusters Score -5463501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5463521.000000 Penalty: 5246.188477
	Iteration 37Q: 3 clusters Score -5463521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5463535.000000 Penalty: 5246.188477
	Iteration 38Q: 3 clusters Score -5463535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5463537.500000 Penalty: 5246.188477
	Iteration 39Q: 3 clusters Score -5463538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5463547.500000 Penalty: 5246.188477
	Iteration 40F: 3 clusters Score -5463548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5463546.500000 Penalty: 5246.188477
	Iteration 41Q: 3 clusters Score -5463546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5463555.500000 Penalty: 5246.188477
	Iteration 42Q: 3 clusters Score -5463556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5463553.500000 Penalty: 5246.188477
	Iteration 43Q: 3 clusters Score -5463554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5463559.500000 Penalty: 5246.188477
	Iteration 44Q: 3 clusters Score -5463560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5463564.000000 Penalty: 5246.188477
	Iteration 45Q: 3 clusters Score -5463564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5463567.500000 Penalty: 5246.188477
	Iteration 46Q: 3 clusters Score -5463568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5463567.500000 Penalty: 5246.188477
	Iteration 47Q: 3 clusters Score -5463568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5463571.000000 Penalty: 5246.188477
	Iteration 48Q: 3 clusters Score -5463571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5463570.500000 Penalty: 5246.188477
	Iteration 49Q: 3 clusters Score -5463570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5463572.000000 Penalty: 5246.188477
	Iteration 50Q: 3 clusters Score -5463572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5463573.000000 Penalty: 5246.188477
	Iteration 51Q: 3 clusters Score -5463573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5463573.000000 Penalty: 5246.188477
	Iteration 52Q: 3 clusters Score -5463573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5463578.500000 Penalty: 5246.188477
	Iteration 53Q: 3 clusters Score -5463578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5463572.000000 Penalty: 5246.188477
	Iteration 54Q: 3 clusters Score -5463572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5463580.000000 Penalty: 5246.188477
	Iteration 55Q: 3 clusters Score -5463580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5463573.000000 Penalty: 5246.188477
	Iteration 56Q: 3 clusters Score -5463573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5463576.000000 Penalty: 5246.188477
	Iteration 57Q: 3 clusters Score -5463576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5463579.500000 Penalty: 5246.188477
	Iteration 58Q: 3 clusters Score -5463580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5463579.500000 Penalty: 5246.188477
	Iteration 59F: 3 clusters Score -5463580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (178348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178348 members 
Entering Unmasked Estep 
Score: -24545122.000000 Penalty: 2998.689941
	Iteration 0F: 2 clusters Score -2.454512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -24429966.000000 Penalty: 5997.379883
	Iteration 0F: 3 clusters Score -2.442997e+07 nChanged 86053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 92663 members 
Entering Unmasked Estep 
Score: -24479800.000000 Penalty: 5997.379883
	Iteration 1F: 3 clusters Score -2.44798e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 94662 members 
Entering Unmasked Estep 
Score: -24480548.000000 Penalty: 5997.379883
	Iteration 2Q: 3 clusters Score -2.448055e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -24482220.000000 Penalty: 5997.379883
	Iteration 3Q: 3 clusters Score -2.448222e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75326 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -24484658.000000 Penalty: 5997.379883
	Iteration 4Q: 3 clusters Score -2.448466e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 110663 members 
Entering Unmasked Estep 
Score: -24489060.000000 Penalty: 5997.379883
	Iteration 5Q: 3 clusters Score -2.448906e+07 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 121562 members 
Entering Unmasked Estep 
Score: -24497192.000000 Penalty: 5997.379883
	Iteration 6F: 3 clusters Score -2.449719e+07 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 135091 members 
Entering Unmasked Estep 
Score: -24509100.000000 Penalty: 5997.379883
	Iteration 7F: 3 clusters Score -2.45091e+07 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -24521602.000000 Penalty: 5997.379883
	Iteration 8F: 3 clusters Score -2.45216e+07 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 158367 members 
Entering Unmasked Estep 
Score: -24531356.000000 Penalty: 5997.379883
	Iteration 9F: 3 clusters Score -2.453136e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 164767 members 
Entering Unmasked Estep 
Score: -24536936.000000 Penalty: 5997.379883
	Iteration 10Q: 3 clusters Score -2.453694e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 168494 members 
Entering Unmasked Estep 
Score: -24539878.000000 Penalty: 5997.379883
	Iteration 11Q: 3 clusters Score -2.453988e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 170827 members 
Entering Unmasked Estep 
Score: -24541456.000000 Penalty: 5997.379883
	Iteration 12Q: 3 clusters Score -2.454146e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 172433 members 
Entering Unmasked Estep 
Score: -24542296.000000 Penalty: 5997.379883
	Iteration 13Q: 3 clusters Score -2.45423e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 173554 members 
Entering Unmasked Estep 
Score: -24542794.000000 Penalty: 5997.379883
	Iteration 14Q: 3 clusters Score -2.454279e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 174297 members 
Entering Unmasked Estep 
Score: -24543184.000000 Penalty: 5997.379883
	Iteration 15Q: 3 clusters Score -2.454318e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 174830 members 
Entering Unmasked Estep 
Score: -24543364.000000 Penalty: 5997.379883
	Iteration 16Q: 3 clusters Score -2.454336e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 175187 members 
Entering Unmasked Estep 
Score: -24543430.000000 Penalty: 5997.379883
	Iteration 17Q: 3 clusters Score -2.454343e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 175463 members 
Entering Unmasked Estep 
Score: -24543506.000000 Penalty: 5997.379883
	Iteration 18Q: 3 clusters Score -2.454351e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 175670 members 
Entering Unmasked Estep 
Score: -24543574.000000 Penalty: 5997.379883
	Iteration 19Q: 3 clusters Score -2.454357e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 175832 members 
Entering Unmasked Estep 
Score: -24543588.000000 Penalty: 5997.379883
	Iteration 20F: 3 clusters Score -2.454359e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 175970 members 
Entering Unmasked Estep 
Score: -24543666.000000 Penalty: 5997.379883
	Iteration 21Q: 3 clusters Score -2.454367e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 176080 members 
Entering Unmasked Estep 
Score: -24543696.000000 Penalty: 5997.379883
	Iteration 22Q: 3 clusters Score -2.45437e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 176164 members 
Entering Unmasked Estep 
Score: -24543638.000000 Penalty: 5997.379883
	Iteration 23Q: 3 clusters Score -2.454364e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 176220 members 
Entering Unmasked Estep 
Score: -24543610.000000 Penalty: 5997.379883
	Iteration 24Q: 3 clusters Score -2.454361e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 176269 members 
Entering Unmasked Estep 
Score: -24543618.000000 Penalty: 5997.379883
	Iteration 25Q: 3 clusters Score -2.454362e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 176316 members 
Entering Unmasked Estep 
Score: -24543626.000000 Penalty: 5997.379883
	Iteration 26Q: 3 clusters Score -2.454363e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 176345 members 
Entering Unmasked Estep 
Score: -24543640.000000 Penalty: 5997.379883
	Iteration 27Q: 3 clusters Score -2.454364e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 176378 members 
Entering Unmasked Estep 
Score: -24543670.000000 Penalty: 5997.379883
	Iteration 28Q: 3 clusters Score -2.454367e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 176402 members 
Entering Unmasked Estep 
Score: -24543682.000000 Penalty: 5997.379883
	Iteration 29Q: 3 clusters Score -2.454368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 176421 members 
Entering Unmasked Estep 
Score: -24543630.000000 Penalty: 5997.379883
	Iteration 30Q: 3 clusters Score -2.454363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 176438 members 
Entering Unmasked Estep 
Score: -24543628.000000 Penalty: 5997.379883
	Iteration 31Q: 3 clusters Score -2.454363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 176450 members 
Entering Unmasked Estep 
Score: -24543632.000000 Penalty: 5997.379883
	Iteration 32Q: 3 clusters Score -2.454363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 176461 members 
Entering Unmasked Estep 
Score: -24543628.000000 Penalty: 5997.379883
	Iteration 33Q: 3 clusters Score -2.454363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 176472 members 
Entering Unmasked Estep 
Score: -24543644.000000 Penalty: 5997.379883
	Iteration 34Q: 3 clusters Score -2.454364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 176477 members 
Entering Unmasked Estep 
Score: -24543626.000000 Penalty: 5997.379883
	Iteration 35Q: 3 clusters Score -2.454363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 176479 members 
Entering Unmasked Estep 
Score: -24543632.000000 Penalty: 5997.379883
	Iteration 36Q: 3 clusters Score -2.454363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 176480 members 
Entering Unmasked Estep 
Score: -24543622.000000 Penalty: 5997.379883
	Iteration 37Q: 3 clusters Score -2.454362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 176483 members 
Entering Unmasked Estep 
Score: -24543620.000000 Penalty: 5997.379883
	Iteration 38Q: 3 clusters Score -2.454362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 176486 members 
Entering Unmasked Estep 
Score: -24543628.000000 Penalty: 5997.379883
	Iteration 39Q: 3 clusters Score -2.454363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 176487 members 
Entering Unmasked Estep 
Score: -24543618.000000 Penalty: 5997.379883
	Iteration 40F: 3 clusters Score -2.454362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 176487 members 
Entering Unmasked Estep 
Score: -24543618.000000 Penalty: 5997.379883
	Iteration 41Q: 3 clusters Score -2.454362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 176489 members 
Entering Unmasked Estep 
Score: -24543622.000000 Penalty: 5997.379883
	Iteration 42Q: 3 clusters Score -2.454362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 176491 members 
Entering Unmasked Estep 
Score: -24543622.000000 Penalty: 5997.379883
	Iteration 43Q: 3 clusters Score -2.454362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 176491 members 
Entering Unmasked Estep 
Score: -24543622.000000 Penalty: 5997.379883
	Iteration 44F: 3 clusters Score -2.454362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -122860.750000 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -122860.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -121155.015625 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -121155 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -122059.750000 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -122059.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -122775.953125 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -122776 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -123308.843750 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -123308.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -124040.023438 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -124040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -124440.367188 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -124440.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -124649.023438 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -124649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -124748.750000 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -124748.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -124841.953125 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -124842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -124926.960938 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -124927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -125053.250000 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -125053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -125098.039062 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -125098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -125098.039062 Penalty: 3456.549805
	Iteration 12F: 3 clusters Score -125098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 178348 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 57312 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 154063 members 
Mstep: Class 9 contains 17181 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3228 members 
Mstep: Class 13 contains 169232 members 
Mstep: Class 14 contains 108606 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 37479 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3758 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16060 members 
Mstep: Class 21 contains 68771 members 
Mstep: Class 24 contains 139193 members 
Entering Unmasked Estep 
Score: -137442304.000000 Penalty: 75454.375000
Splitting cluster 3 changes total score from -137441440.000000 to -137442304.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 4 (3782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Entering Unmasked Estep 
Score: -498712.968750 Penalty: 2043.026123
	Iteration 0F: 2 clusters Score -498713 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 1906 members 
Entering Unmasked Estep 
Score: -495082.125000 Penalty: 4086.052246
	Iteration 0F: 3 clusters Score -495082.1 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -496003.968750 Penalty: 4086.052246
	Iteration 1F: 3 clusters Score -496004 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -496270.281250 Penalty: 4086.052246
	Iteration 2F: 3 clusters Score -496270.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -496476.718750 Penalty: 4086.052246
	Iteration 3F: 3 clusters Score -496476.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -496632.312500 Penalty: 4086.052246
	Iteration 4F: 3 clusters Score -496632.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -496748.343750 Penalty: 4086.052246
	Iteration 5Q: 3 clusters Score -496748.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -496851.437500 Penalty: 4086.052246
	Iteration 6Q: 3 clusters Score -496851.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -496939.562500 Penalty: 4086.052246
	Iteration 7Q: 3 clusters Score -496939.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -496999.687500 Penalty: 4086.052246
	Iteration 8Q: 3 clusters Score -496999.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -497033.718750 Penalty: 4086.052246
	Iteration 9Q: 3 clusters Score -497033.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -497060.468750 Penalty: 4086.052246
	Iteration 10Q: 3 clusters Score -497060.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -497090.218750 Penalty: 4086.052246
	Iteration 11Q: 3 clusters Score -497090.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -497120.593750 Penalty: 4086.052246
	Iteration 12Q: 3 clusters Score -497120.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -497139.750000 Penalty: 4086.052246
	Iteration 13Q: 3 clusters Score -497139.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -497155.343750 Penalty: 4086.052246
	Iteration 14Q: 3 clusters Score -497155.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -497169.375000 Penalty: 4086.052246
	Iteration 15Q: 3 clusters Score -497169.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -497178.312500 Penalty: 4086.052246
	Iteration 16Q: 3 clusters Score -497178.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -497188.125000 Penalty: 4086.052246
	Iteration 17Q: 3 clusters Score -497188.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -497195.375000 Penalty: 4086.052246
	Iteration 18Q: 3 clusters Score -497195.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -497205.437500 Penalty: 4086.052246
	Iteration 19Q: 3 clusters Score -497205.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -497214.687500 Penalty: 4086.052246
	Iteration 20F: 3 clusters Score -497214.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -497220.281250 Penalty: 4086.052246
	Iteration 21Q: 3 clusters Score -497220.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -497227.406250 Penalty: 4086.052246
	Iteration 22Q: 3 clusters Score -497227.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -497230.968750 Penalty: 4086.052246
	Iteration 23Q: 3 clusters Score -497231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -497234.250000 Penalty: 4086.052246
	Iteration 24Q: 3 clusters Score -497234.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -497236.250000 Penalty: 4086.052246
	Iteration 25Q: 3 clusters Score -497236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -497238.468750 Penalty: 4086.052246
	Iteration 26Q: 3 clusters Score -497238.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -497242.593750 Penalty: 4086.052246
	Iteration 27Q: 3 clusters Score -497242.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -497244.718750 Penalty: 4086.052246
	Iteration 28Q: 3 clusters Score -497244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -497246.687500 Penalty: 4086.052246
	Iteration 29Q: 3 clusters Score -497246.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -497248.125000 Penalty: 4086.052246
	Iteration 30Q: 3 clusters Score -497248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -497248.687500 Penalty: 4086.052246
	Iteration 31Q: 3 clusters Score -497248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -497251.093750 Penalty: 4086.052246
	Iteration 32Q: 3 clusters Score -497251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -497251.875000 Penalty: 4086.052246
	Iteration 33Q: 3 clusters Score -497251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -497254.031250 Penalty: 4086.052246
	Iteration 34Q: 3 clusters Score -497254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -497256.875000 Penalty: 4086.052246
	Iteration 35Q: 3 clusters Score -497256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -497259.218750 Penalty: 4086.052246
	Iteration 36Q: 3 clusters Score -497259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -497258.843750 Penalty: 4086.052246
	Iteration 37Q: 3 clusters Score -497258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -497258.843750 Penalty: 4086.052246
	Iteration 38F: 3 clusters Score -497258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -221406.531250 Penalty: 1851.624390
	Iteration 0F: 2 clusters Score -221406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -219052.093750 Penalty: 3703.248779
	Iteration 0F: 3 clusters Score -219052.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -220166.750000 Penalty: 3703.248779
	Iteration 1F: 3 clusters Score -220166.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -221667.890625 Penalty: 3703.248779
	Iteration 2F: 3 clusters Score -221667.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -223174.140625 Penalty: 3703.248779
	Iteration 3F: 3 clusters Score -223174.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -224368.984375 Penalty: 3703.248779
	Iteration 4F: 3 clusters Score -224369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -225176.359375 Penalty: 3703.248779
	Iteration 5Q: 3 clusters Score -225176.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -225435.015625 Penalty: 3703.248779
	Iteration 6Q: 3 clusters Score -225435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -225461.875000 Penalty: 3703.248779
	Iteration 7Q: 3 clusters Score -225461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -225461.875000 Penalty: 3703.248779
	Iteration 8F: 3 clusters Score -225461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 178348 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 57312 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 154063 members 
Mstep: Class 9 contains 17181 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3228 members 
Mstep: Class 13 contains 169232 members 
Mstep: Class 14 contains 108606 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 37479 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3758 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16060 members 
Mstep: Class 21 contains 68771 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 24 contains 139193 members 
Entering Unmasked Estep 
Score: -137444272.000000 Penalty: 78884.125000
Splitting cluster 5 changes total score from -137441440.000000 to -137444272.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (57312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Entering Unmasked Estep 
Score: -7719037.000000 Penalty: 2717.153809
	Iteration 0F: 2 clusters Score -7719037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -7680521.000000 Penalty: 5434.307617
	Iteration 0F: 3 clusters Score -7680521 nChanged 26698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -7695260.000000 Penalty: 5434.307617
	Iteration 1F: 3 clusters Score -7695260 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -7695763.000000 Penalty: 5434.307617
	Iteration 2Q: 3 clusters Score -7695763 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -7696342.000000 Penalty: 5434.307617
	Iteration 3Q: 3 clusters Score -7696342 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -7697066.500000 Penalty: 5434.307617
	Iteration 4Q: 3 clusters Score -7697066 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -7698322.500000 Penalty: 5434.307617
	Iteration 5Q: 3 clusters Score -7698322 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -7700310.500000 Penalty: 5434.307617
	Iteration 6F: 3 clusters Score -7700310 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -7703558.500000 Penalty: 5434.307617
	Iteration 7F: 3 clusters Score -7703558 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -7707744.000000 Penalty: 5434.307617
	Iteration 8F: 3 clusters Score -7707744 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -7711968.500000 Penalty: 5434.307617
	Iteration 9F: 3 clusters Score -7711968 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -7714813.500000 Penalty: 5434.307617
	Iteration 10Q: 3 clusters Score -7714814 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -7716008.500000 Penalty: 5434.307617
	Iteration 11Q: 3 clusters Score -7716008 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -7716394.500000 Penalty: 5434.307617
	Iteration 12Q: 3 clusters Score -7716394 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -7716552.000000 Penalty: 5434.307617
	Iteration 13Q: 3 clusters Score -7716552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -7716636.000000 Penalty: 5434.307617
	Iteration 14Q: 3 clusters Score -7716636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -7716652.500000 Penalty: 5434.307617
	Iteration 15Q: 3 clusters Score -7716652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -7716670.500000 Penalty: 5434.307617
	Iteration 16Q: 3 clusters Score -7716670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -7716682.500000 Penalty: 5434.307617
	Iteration 17Q: 3 clusters Score -7716682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -7716698.000000 Penalty: 5434.307617
	Iteration 18Q: 3 clusters Score -7716698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -7716704.500000 Penalty: 5434.307617
	Iteration 19Q: 3 clusters Score -7716704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -7716711.500000 Penalty: 5434.307617
	Iteration 20F: 3 clusters Score -7716712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -7716710.500000 Penalty: 5434.307617
	Iteration 21Q: 3 clusters Score -7716710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -7716715.500000 Penalty: 5434.307617
	Iteration 22Q: 3 clusters Score -7716716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -7716717.000000 Penalty: 5434.307617
	Iteration 23Q: 3 clusters Score -7716717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -7716717.000000 Penalty: 5434.307617
	Iteration 24F: 3 clusters Score -7716717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -157953.703125 Penalty: 1766.670898
	Iteration 0F: 2 clusters Score -157953.7 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 625 members 
Entering Unmasked Estep 
Score: -155871.937500 Penalty: 3533.341797
	Iteration 0F: 3 clusters Score -155871.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -156324.609375 Penalty: 3533.341797
	Iteration 1F: 3 clusters Score -156324.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -156632.859375 Penalty: 3533.341797
	Iteration 2F: 3 clusters Score -156632.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -156850.609375 Penalty: 3533.341797
	Iteration 3F: 3 clusters Score -156850.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -156952.312500 Penalty: 3533.341797
	Iteration 4F: 3 clusters Score -156952.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -157020.875000 Penalty: 3533.341797
	Iteration 5Q: 3 clusters Score -157020.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -157079.500000 Penalty: 3533.341797
	Iteration 6Q: 3 clusters Score -157079.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -157160.515625 Penalty: 3533.341797
	Iteration 7Q: 3 clusters Score -157160.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -157249.062500 Penalty: 3533.341797
	Iteration 8Q: 3 clusters Score -157249.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -157331.781250 Penalty: 3533.341797
	Iteration 9Q: 3 clusters Score -157331.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -157386.187500 Penalty: 3533.341797
	Iteration 10Q: 3 clusters Score -157386.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -157403.640625 Penalty: 3533.341797
	Iteration 11Q: 3 clusters Score -157403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -157409.203125 Penalty: 3533.341797
	Iteration 12Q: 3 clusters Score -157409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -157410.921875 Penalty: 3533.341797
	Iteration 13Q: 3 clusters Score -157410.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -157410.921875 Penalty: 3533.341797
	Iteration 14F: 3 clusters Score -157410.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (154063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154063 members 
Entering Unmasked Estep 
Score: -21260138.000000 Penalty: 2962.388916
	Iteration 0F: 2 clusters Score -2.126014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -21158308.000000 Penalty: 5924.777832
	Iteration 0F: 3 clusters Score -2.115831e+07 nChanged 73535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 81061 members 
Entering Unmasked Estep 
Score: -21201054.000000 Penalty: 5924.777832
	Iteration 1F: 3 clusters Score -2.120105e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -21202590.000000 Penalty: 5924.777832
	Iteration 2Q: 3 clusters Score -2.120259e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 87001 members 
Entering Unmasked Estep 
Score: -21204702.000000 Penalty: 5924.777832
	Iteration 3Q: 3 clusters Score -2.12047e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 92246 members 
Entering Unmasked Estep 
Score: -21208292.000000 Penalty: 5924.777832
	Iteration 4Q: 3 clusters Score -2.120829e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 99342 members 
Entering Unmasked Estep 
Score: -21213594.000000 Penalty: 5924.777832
	Iteration 5F: 3 clusters Score -2.121359e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 108236 members 
Entering Unmasked Estep 
Score: -21220756.000000 Penalty: 5924.777832
	Iteration 6F: 3 clusters Score -2.122076e+07 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 118475 members 
Entering Unmasked Estep 
Score: -21229142.000000 Penalty: 5924.777832
	Iteration 7F: 3 clusters Score -2.122914e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 128372 members 
Entering Unmasked Estep 
Score: -21237534.000000 Penalty: 5924.777832
	Iteration 8F: 3 clusters Score -2.123753e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 136777 members 
Entering Unmasked Estep 
Score: -21245164.000000 Penalty: 5924.777832
	Iteration 9F: 3 clusters Score -2.124516e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 143280 members 
Entering Unmasked Estep 
Score: -21250670.000000 Penalty: 5924.777832
	Iteration 10Q: 3 clusters Score -2.125067e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -21253738.000000 Penalty: 5924.777832
	Iteration 11Q: 3 clusters Score -2.125374e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 150416 members 
Entering Unmasked Estep 
Score: -21255512.000000 Penalty: 5924.777832
	Iteration 12Q: 3 clusters Score -2.125551e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 151932 members 
Entering Unmasked Estep 
Score: -21256454.000000 Penalty: 5924.777832
	Iteration 13Q: 3 clusters Score -2.125645e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 152708 members 
Entering Unmasked Estep 
Score: -21256946.000000 Penalty: 5924.777832
	Iteration 14Q: 3 clusters Score -2.125695e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 153085 members 
Entering Unmasked Estep 
Score: -21257212.000000 Penalty: 5924.777832
	Iteration 15Q: 3 clusters Score -2.125721e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 153262 members 
Entering Unmasked Estep 
Score: -21257312.000000 Penalty: 5924.777832
	Iteration 16Q: 3 clusters Score -2.125731e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 153369 members 
Entering Unmasked Estep 
Score: -21257360.000000 Penalty: 5924.777832
	Iteration 17Q: 3 clusters Score -2.125736e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 153434 members 
Entering Unmasked Estep 
Score: -21257446.000000 Penalty: 5924.777832
	Iteration 18Q: 3 clusters Score -2.125745e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 153480 members 
Entering Unmasked Estep 
Score: -21257492.000000 Penalty: 5924.777832
	Iteration 19Q: 3 clusters Score -2.125749e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 153517 members 
Entering Unmasked Estep 
Score: -21257502.000000 Penalty: 5924.777832
	Iteration 20F: 3 clusters Score -2.12575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 153526 members 
Entering Unmasked Estep 
Score: -21257518.000000 Penalty: 5924.777832
	Iteration 21Q: 3 clusters Score -2.125752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -21257538.000000 Penalty: 5924.777832
	Iteration 22Q: 3 clusters Score -2.125754e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 153555 members 
Entering Unmasked Estep 
Score: -21257524.000000 Penalty: 5924.777832
	Iteration 23Q: 3 clusters Score -2.125752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 153567 members 
Entering Unmasked Estep 
Score: -21257530.000000 Penalty: 5924.777832
	Iteration 24Q: 3 clusters Score -2.125753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 153574 members 
Entering Unmasked Estep 
Score: -21257554.000000 Penalty: 5924.777832
	Iteration 25Q: 3 clusters Score -2.125755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 153581 members 
Entering Unmasked Estep 
Score: -21257550.000000 Penalty: 5924.777832
	Iteration 26Q: 3 clusters Score -2.125755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 153583 members 
Entering Unmasked Estep 
Score: -21257548.000000 Penalty: 5924.777832
	Iteration 27Q: 3 clusters Score -2.125755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 153582 members 
Entering Unmasked Estep 
Score: -21257540.000000 Penalty: 5924.777832
	Iteration 28Q: 3 clusters Score -2.125754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 153583 members 
Entering Unmasked Estep 
Score: -21257550.000000 Penalty: 5924.777832
	Iteration 29Q: 3 clusters Score -2.125755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 153583 members 
Entering Unmasked Estep 
Score: -21257550.000000 Penalty: 5924.777832
	Iteration 30F: 3 clusters Score -2.125755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Entering Unmasked Estep 
Score: -2391561.250000 Penalty: 2418.386719
	Iteration 0F: 2 clusters Score -2391561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2379234.000000 Penalty: 4836.773438
	Iteration 0F: 3 clusters Score -2379234 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2383291.500000 Penalty: 4836.773438
	Iteration 1F: 3 clusters Score -2383292 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2383615.250000 Penalty: 4836.773438
	Iteration 2F: 3 clusters Score -2383615 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2383849.000000 Penalty: 4836.773438
	Iteration 3Q: 3 clusters Score -2383849 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2384018.000000 Penalty: 4836.773438
	Iteration 4Q: 3 clusters Score -2384018 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2384131.000000 Penalty: 4836.773438
	Iteration 5Q: 3 clusters Score -2384131 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2384215.000000 Penalty: 4836.773438
	Iteration 6Q: 3 clusters Score -2384215 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2384299.000000 Penalty: 4836.773438
	Iteration 7Q: 3 clusters Score -2384299 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2384365.750000 Penalty: 4836.773438
	Iteration 8Q: 3 clusters Score -2384366 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2384461.750000 Penalty: 4836.773438
	Iteration 9Q: 3 clusters Score -2384462 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2384578.000000 Penalty: 4836.773438
	Iteration 10Q: 3 clusters Score -2384578 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2384738.500000 Penalty: 4836.773438
	Iteration 11Q: 3 clusters Score -2384738 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2384934.000000 Penalty: 4836.773438
	Iteration 12Q: 3 clusters Score -2384934 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2385169.500000 Penalty: 4836.773438
	Iteration 13Q: 3 clusters Score -2385170 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2385528.500000 Penalty: 4836.773438
	Iteration 14Q: 3 clusters Score -2385528 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2386073.500000 Penalty: 4836.773438
	Iteration 15Q: 3 clusters Score -2386074 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2386744.000000 Penalty: 4836.773438
	Iteration 16F: 3 clusters Score -2386744 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2387453.750000 Penalty: 4836.773438
	Iteration 17F: 3 clusters Score -2387454 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2388153.000000 Penalty: 4836.773438
	Iteration 18Q: 3 clusters Score -2388153 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2388681.750000 Penalty: 4836.773438
	Iteration 19Q: 3 clusters Score -2388682 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2389012.250000 Penalty: 4836.773438
	Iteration 20F: 3 clusters Score -2389012 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2389203.750000 Penalty: 4836.773438
	Iteration 21Q: 3 clusters Score -2389204 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2389329.000000 Penalty: 4836.773438
	Iteration 22Q: 3 clusters Score -2389329 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2389409.250000 Penalty: 4836.773438
	Iteration 23Q: 3 clusters Score -2389409 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2389456.500000 Penalty: 4836.773438
	Iteration 24Q: 3 clusters Score -2389456 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2389495.250000 Penalty: 4836.773438
	Iteration 25Q: 3 clusters Score -2389495 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2389528.000000 Penalty: 4836.773438
	Iteration 26Q: 3 clusters Score -2389528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2389553.000000 Penalty: 4836.773438
	Iteration 27Q: 3 clusters Score -2389553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2389574.250000 Penalty: 4836.773438
	Iteration 28Q: 3 clusters Score -2389574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2389585.250000 Penalty: 4836.773438
	Iteration 29Q: 3 clusters Score -2389585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2389590.000000 Penalty: 4836.773438
	Iteration 30Q: 3 clusters Score -2389590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2389602.750000 Penalty: 4836.773438
	Iteration 31Q: 3 clusters Score -2389603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2389625.000000 Penalty: 4836.773438
	Iteration 32Q: 3 clusters Score -2389625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2389632.250000 Penalty: 4836.773438
	Iteration 33Q: 3 clusters Score -2389632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2389640.250000 Penalty: 4836.773438
	Iteration 34Q: 3 clusters Score -2389640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2389644.750000 Penalty: 4836.773438
	Iteration 35Q: 3 clusters Score -2389645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2389646.500000 Penalty: 4836.773438
	Iteration 36Q: 3 clusters Score -2389646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2389646.250000 Penalty: 4836.773438
	Iteration 37Q: 3 clusters Score -2389646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2389654.250000 Penalty: 4836.773438
	Iteration 38Q: 3 clusters Score -2389654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2389654.000000 Penalty: 4836.773438
	Iteration 39Q: 3 clusters Score -2389654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2389659.750000 Penalty: 4836.773438
	Iteration 40F: 3 clusters Score -2389660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2389662.500000 Penalty: 4836.773438
	Iteration 41Q: 3 clusters Score -2389662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2389664.750000 Penalty: 4836.773438
	Iteration 42Q: 3 clusters Score -2389665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2389662.250000 Penalty: 4836.773438
	Iteration 43Q: 3 clusters Score -2389662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2389665.000000 Penalty: 4836.773438
	Iteration 44Q: 3 clusters Score -2389665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2389664.750000 Penalty: 4836.773438
	Iteration 45Q: 3 clusters Score -2389665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2389664.750000 Penalty: 4836.773438
	Iteration 46F: 3 clusters Score -2389665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -93585.781250 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -93585.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91872.710938 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -91872.71 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92490.976562 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -92490.98 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -93020.882812 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -93020.88 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -93286.898438 Penalty: 3308.071045
	Iteration 3F: 3 clusters Score -93286.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -93498.304688 Penalty: 3308.071045
	Iteration 4F: 3 clusters Score -93498.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -93609.726562 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -93609.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -93646.007812 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -93646.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -93674.039062 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -93674.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -93680.390625 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -93680.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -93683.304688 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -93683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -93686.710938 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -93686.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -93686.710938 Penalty: 3308.071045
	Iteration 11F: 3 clusters Score -93686.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 178348 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 57312 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 154063 members 
Mstep: Class 9 contains 17181 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 3228 members 
Mstep: Class 13 contains 169232 members 
Mstep: Class 14 contains 108606 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 37479 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3758 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16060 members 
Mstep: Class 21 contains 68771 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 117 members 
Mstep: Class 24 contains 139193 members 
Entering Unmasked Estep 
Score: -137442448.000000 Penalty: 82313.867188
Splitting cluster 10 changes total score from -137441440.000000 to -137442448.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -93970.960938 Penalty: 1659.636841
	Iteration 0F: 2 clusters Score -93970.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92250.507812 Penalty: 3319.273682
	Iteration 0F: 3 clusters Score -92250.51 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -92842.406250 Penalty: 3319.273682
	Iteration 1F: 3 clusters Score -92842.41 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -93194.203125 Penalty: 3319.273682
	Iteration 2F: 3 clusters Score -93194.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -93450.523438 Penalty: 3319.273682
	Iteration 3F: 3 clusters Score -93450.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -93587.632812 Penalty: 3319.273682
	Iteration 4F: 3 clusters Score -93587.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -93711.929688 Penalty: 3319.273682
	Iteration 5Q: 3 clusters Score -93711.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -93791.507812 Penalty: 3319.273682
	Iteration 6Q: 3 clusters Score -93791.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -93833.328125 Penalty: 3319.273682
	Iteration 7Q: 3 clusters Score -93833.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -93858.601562 Penalty: 3319.273682
	Iteration 8Q: 3 clusters Score -93858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -93893.390625 Penalty: 3319.273682
	Iteration 9Q: 3 clusters Score -93893.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -93955.570312 Penalty: 3319.273682
	Iteration 10Q: 3 clusters Score -93955.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -94038.953125 Penalty: 3319.273682
	Iteration 11Q: 3 clusters Score -94038.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -94206.171875 Penalty: 3319.273682
	Iteration 12Q: 3 clusters Score -94206.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -94304.445312 Penalty: 3319.273682
	Iteration 13Q: 3 clusters Score -94304.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -94442.460938 Penalty: 3319.273682
	Iteration 14Q: 3 clusters Score -94442.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -94704.992188 Penalty: 3319.273682
	Iteration 15Q: 3 clusters Score -94704.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -94791.804688 Penalty: 3319.273682
	Iteration 16Q: 3 clusters Score -94791.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -94877.546875 Penalty: 3319.273682
	Iteration 17Q: 3 clusters Score -94877.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -94967.398438 Penalty: 3319.273682
	Iteration 18Q: 3 clusters Score -94967.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -95028.039062 Penalty: 3319.273682
	Iteration 19Q: 3 clusters Score -95028.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -95061.054688 Penalty: 3319.273682
	Iteration 20F: 3 clusters Score -95061.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -95077.734375 Penalty: 3319.273682
	Iteration 21Q: 3 clusters Score -95077.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -95077.734375 Penalty: 3319.273682
	Iteration 22F: 3 clusters Score -95077.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 178348 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 57312 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 154063 members 
Mstep: Class 9 contains 17181 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 3228 members 
Mstep: Class 13 contains 169232 members 
Mstep: Class 14 contains 108606 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 37479 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3758 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16060 members 
Mstep: Class 21 contains 68771 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 117 members 
Mstep: Class 24 contains 139193 members 
Mstep: Class 25 contains 205 members 
Entering Unmasked Estep 
Score: -137441888.000000 Penalty: 85743.609375
Splitting cluster 11 changes total score from -137441440.000000 to -137441888.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (3228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Entering Unmasked Estep 
Score: -413746.375000 Penalty: 2003.745361
	Iteration 0F: 2 clusters Score -413746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -410379.906250 Penalty: 4007.490723
	Iteration 0F: 3 clusters Score -410379.9 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -411170.000000 Penalty: 4007.490723
	Iteration 1F: 3 clusters Score -411170 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -411432.000000 Penalty: 4007.490723
	Iteration 2F: 3 clusters Score -411432 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -411598.656250 Penalty: 4007.490723
	Iteration 3F: 3 clusters Score -411598.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -411719.687500 Penalty: 4007.490723
	Iteration 4Q: 3 clusters Score -411719.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -411836.875000 Penalty: 4007.490723
	Iteration 5Q: 3 clusters Score -411836.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -411962.031250 Penalty: 4007.490723
	Iteration 6Q: 3 clusters Score -411962 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -412071.781250 Penalty: 4007.490723
	Iteration 7Q: 3 clusters Score -412071.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -412192.281250 Penalty: 4007.490723
	Iteration 8Q: 3 clusters Score -412192.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -412350.218750 Penalty: 4007.490723
	Iteration 9Q: 3 clusters Score -412350.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -412481.687500 Penalty: 4007.490723
	Iteration 10Q: 3 clusters Score -412481.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -412588.937500 Penalty: 4007.490723
	Iteration 11Q: 3 clusters Score -412588.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -412670.593750 Penalty: 4007.490723
	Iteration 12Q: 3 clusters Score -412670.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -412731.812500 Penalty: 4007.490723
	Iteration 13Q: 3 clusters Score -412731.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -412769.750000 Penalty: 4007.490723
	Iteration 14Q: 3 clusters Score -412769.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -412796.531250 Penalty: 4007.490723
	Iteration 15Q: 3 clusters Score -412796.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -412820.625000 Penalty: 4007.490723
	Iteration 16Q: 3 clusters Score -412820.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -412837.937500 Penalty: 4007.490723
	Iteration 17Q: 3 clusters Score -412837.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -412847.593750 Penalty: 4007.490723
	Iteration 18Q: 3 clusters Score -412847.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -412852.406250 Penalty: 4007.490723
	Iteration 19Q: 3 clusters Score -412852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -412855.593750 Penalty: 4007.490723
	Iteration 20F: 3 clusters Score -412855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -412859.093750 Penalty: 4007.490723
	Iteration 21Q: 3 clusters Score -412859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -412862.156250 Penalty: 4007.490723
	Iteration 22Q: 3 clusters Score -412862.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -412865.812500 Penalty: 4007.490723
	Iteration 23Q: 3 clusters Score -412865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -412867.468750 Penalty: 4007.490723
	Iteration 24Q: 3 clusters Score -412867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -412868.718750 Penalty: 4007.490723
	Iteration 25Q: 3 clusters Score -412868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -412868.593750 Penalty: 4007.490723
	Iteration 26Q: 3 clusters Score -412868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -412869.593750 Penalty: 4007.490723
	Iteration 27Q: 3 clusters Score -412869.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -412870.187500 Penalty: 4007.490723
	Iteration 28Q: 3 clusters Score -412870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -412873.687500 Penalty: 4007.490723
	Iteration 29Q: 3 clusters Score -412873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -412876.031250 Penalty: 4007.490723
	Iteration 30Q: 3 clusters Score -412876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -412879.156250 Penalty: 4007.490723
	Iteration 31Q: 3 clusters Score -412879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -412882.125000 Penalty: 4007.490723
	Iteration 32Q: 3 clusters Score -412882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -412884.562500 Penalty: 4007.490723
	Iteration 33Q: 3 clusters Score -412884.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -412886.062500 Penalty: 4007.490723
	Iteration 34Q: 3 clusters Score -412886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -412888.812500 Penalty: 4007.490723
	Iteration 35Q: 3 clusters Score -412888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -412890.500000 Penalty: 4007.490723
	Iteration 36Q: 3 clusters Score -412890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -412891.937500 Penalty: 4007.490723
	Iteration 37Q: 3 clusters Score -412891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -412892.500000 Penalty: 4007.490723
	Iteration 38Q: 3 clusters Score -412892.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -412892.156250 Penalty: 4007.490723
	Iteration 39Q: 3 clusters Score -412892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -412892.312500 Penalty: 4007.490723
	Iteration 40F: 3 clusters Score -412892.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169232 members 
Entering Unmasked Estep 
Score: -23322066.000000 Penalty: 2985.678467
	Iteration 0F: 2 clusters Score -2.332207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -23211420.000000 Penalty: 5971.356934
	Iteration 0F: 3 clusters Score -2.321142e+07 nChanged 80877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -23258092.000000 Penalty: 5971.356934
	Iteration 1F: 3 clusters Score -2.325809e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87027 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -23258644.000000 Penalty: 5971.356934
	Iteration 2Q: 3 clusters Score -2.325864e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -23259308.000000 Penalty: 5971.356934
	Iteration 3Q: 3 clusters Score -2.325931e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -23260222.000000 Penalty: 5971.356934
	Iteration 4Q: 3 clusters Score -2.326022e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94237 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -23262112.000000 Penalty: 5971.356934
	Iteration 5Q: 3 clusters Score -2.326211e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -23265104.000000 Penalty: 5971.356934
	Iteration 6Q: 3 clusters Score -2.32651e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -23270188.000000 Penalty: 5971.356934
	Iteration 7Q: 3 clusters Score -2.327019e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116254 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -23277568.000000 Penalty: 5971.356934
	Iteration 8F: 3 clusters Score -2.327757e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127106 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -23286834.000000 Penalty: 5971.356934
	Iteration 9F: 3 clusters Score -2.328683e+07 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137958 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -23296644.000000 Penalty: 5971.356934
	Iteration 10F: 3 clusters Score -2.329664e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147388 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -23304568.000000 Penalty: 5971.356934
	Iteration 11F: 3 clusters Score -2.330457e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154386 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -23310138.000000 Penalty: 5971.356934
	Iteration 12Q: 3 clusters Score -2.331014e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159313 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -23313712.000000 Penalty: 5971.356934
	Iteration 13Q: 3 clusters Score -2.331371e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162657 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -23315944.000000 Penalty: 5971.356934
	Iteration 14Q: 3 clusters Score -2.331594e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164838 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -23317220.000000 Penalty: 5971.356934
	Iteration 15Q: 3 clusters Score -2.331722e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166339 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -23318096.000000 Penalty: 5971.356934
	Iteration 16Q: 3 clusters Score -2.33181e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167212 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -23318586.000000 Penalty: 5971.356934
	Iteration 17Q: 3 clusters Score -2.331859e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167759 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -23318864.000000 Penalty: 5971.356934
	Iteration 18Q: 3 clusters Score -2.331886e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168079 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -23319104.000000 Penalty: 5971.356934
	Iteration 19Q: 3 clusters Score -2.33191e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168259 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -23319238.000000 Penalty: 5971.356934
	Iteration 20F: 3 clusters Score -2.331924e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168371 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -23319328.000000 Penalty: 5971.356934
	Iteration 21Q: 3 clusters Score -2.331933e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168458 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -23319418.000000 Penalty: 5971.356934
	Iteration 22Q: 3 clusters Score -2.331942e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168521 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -23319444.000000 Penalty: 5971.356934
	Iteration 23Q: 3 clusters Score -2.331944e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168554 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -23319488.000000 Penalty: 5971.356934
	Iteration 24Q: 3 clusters Score -2.331949e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168580 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -23319504.000000 Penalty: 5971.356934
	Iteration 25Q: 3 clusters Score -2.33195e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168593 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -23319492.000000 Penalty: 5971.356934
	Iteration 26Q: 3 clusters Score -2.331949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168609 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -23319510.000000 Penalty: 5971.356934
	Iteration 27Q: 3 clusters Score -2.331951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168619 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -23319530.000000 Penalty: 5971.356934
	Iteration 28Q: 3 clusters Score -2.331953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168625 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -23319554.000000 Penalty: 5971.356934
	Iteration 29Q: 3 clusters Score -2.331955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168638 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -23319550.000000 Penalty: 5971.356934
	Iteration 30Q: 3 clusters Score -2.331955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168645 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -23319566.000000 Penalty: 5971.356934
	Iteration 31Q: 3 clusters Score -2.331957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -23319578.000000 Penalty: 5971.356934
	Iteration 32Q: 3 clusters Score -2.331958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168657 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -23319562.000000 Penalty: 5971.356934
	Iteration 33Q: 3 clusters Score -2.331956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -23319554.000000 Penalty: 5971.356934
	Iteration 34Q: 3 clusters Score -2.331955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168661 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -23319558.000000 Penalty: 5971.356934
	Iteration 35Q: 3 clusters Score -2.331956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168664 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -23319562.000000 Penalty: 5971.356934
	Iteration 36Q: 3 clusters Score -2.331956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168666 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -23319564.000000 Penalty: 5971.356934
	Iteration 37Q: 3 clusters Score -2.331956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168669 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -23319582.000000 Penalty: 5971.356934
	Iteration 38Q: 3 clusters Score -2.331958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168674 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -23319570.000000 Penalty: 5971.356934
	Iteration 39Q: 3 clusters Score -2.331957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168681 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -23319600.000000 Penalty: 5971.356934
	Iteration 40F: 3 clusters Score -2.33196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168687 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -23319588.000000 Penalty: 5971.356934
	Iteration 41Q: 3 clusters Score -2.331959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -23319590.000000 Penalty: 5971.356934
	Iteration 42Q: 3 clusters Score -2.331959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -23319596.000000 Penalty: 5971.356934
	Iteration 43Q: 3 clusters Score -2.33196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168690 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -23319588.000000 Penalty: 5971.356934
	Iteration 44Q: 3 clusters Score -2.331959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -23319600.000000 Penalty: 5971.356934
	Iteration 45Q: 3 clusters Score -2.33196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168692 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -23319596.000000 Penalty: 5971.356934
	Iteration 46Q: 3 clusters Score -2.33196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -23319596.000000 Penalty: 5971.356934
	Iteration 47Q: 3 clusters Score -2.33196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168694 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -23319596.000000 Penalty: 5971.356934
	Iteration 48Q: 3 clusters Score -2.33196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168695 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -23319602.000000 Penalty: 5971.356934
	Iteration 49Q: 3 clusters Score -2.33196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168699 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -23319602.000000 Penalty: 5971.356934
	Iteration 50Q: 3 clusters Score -2.33196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168701 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -23319590.000000 Penalty: 5971.356934
	Iteration 51Q: 3 clusters Score -2.331959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168704 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -23319590.000000 Penalty: 5971.356934
	Iteration 52Q: 3 clusters Score -2.331959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168708 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -23319578.000000 Penalty: 5971.356934
	Iteration 53Q: 3 clusters Score -2.331958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168714 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -23319580.000000 Penalty: 5971.356934
	Iteration 54Q: 3 clusters Score -2.331958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168717 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -23319572.000000 Penalty: 5971.356934
	Iteration 55Q: 3 clusters Score -2.331957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168716 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -23319562.000000 Penalty: 5971.356934
	Iteration 56Q: 3 clusters Score -2.331956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168715 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -23319562.000000 Penalty: 5971.356934
	Iteration 57Q: 3 clusters Score -2.331956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168717 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -23319572.000000 Penalty: 5971.356934
	Iteration 58Q: 3 clusters Score -2.331957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168716 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -23319574.000000 Penalty: 5971.356934
	Iteration 59Q: 3 clusters Score -2.331957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168716 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -23319574.000000 Penalty: 5971.356934
	Iteration 60F: 3 clusters Score -2.331957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (108606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Entering Unmasked Estep 
Score: -15051862.000000 Penalty: 2875.679443
	Iteration 0F: 2 clusters Score -1.505186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -14979204.000000 Penalty: 5751.358887
	Iteration 0F: 3 clusters Score -1.49792e+07 nChanged 51477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -15008965.000000 Penalty: 5751.358887
	Iteration 1F: 3 clusters Score -1.500896e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -15009899.000000 Penalty: 5751.358887
	Iteration 2Q: 3 clusters Score -1.50099e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -15011243.000000 Penalty: 5751.358887
	Iteration 3Q: 3 clusters Score -1.501124e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -15013116.000000 Penalty: 5751.358887
	Iteration 4Q: 3 clusters Score -1.501312e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -15015807.000000 Penalty: 5751.358887
	Iteration 5Q: 3 clusters Score -1.501581e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -15019339.000000 Penalty: 5751.358887
	Iteration 6F: 3 clusters Score -1.501934e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -15023880.000000 Penalty: 5751.358887
	Iteration 7F: 3 clusters Score -1.502388e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -15029219.000000 Penalty: 5751.358887
	Iteration 8F: 3 clusters Score -1.502922e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 89321 members 
Entering Unmasked Estep 
Score: -15034705.000000 Penalty: 5751.358887
	Iteration 9F: 3 clusters Score -1.50347e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -15039243.000000 Penalty: 5751.358887
	Iteration 10Q: 3 clusters Score -1.503924e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -15042639.000000 Penalty: 5751.358887
	Iteration 11Q: 3 clusters Score -1.504264e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -15044990.000000 Penalty: 5751.358887
	Iteration 12Q: 3 clusters Score -1.504499e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -15046454.000000 Penalty: 5751.358887
	Iteration 13Q: 3 clusters Score -1.504645e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 104552 members 
Entering Unmasked Estep 
Score: -15047575.000000 Penalty: 5751.358887
	Iteration 14Q: 3 clusters Score -1.504758e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 105458 members 
Entering Unmasked Estep 
Score: -15048154.000000 Penalty: 5751.358887
	Iteration 15Q: 3 clusters Score -1.504815e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 106051 members 
Entering Unmasked Estep 
Score: -15048618.000000 Penalty: 5751.358887
	Iteration 16Q: 3 clusters Score -1.504862e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -15048875.000000 Penalty: 5751.358887
	Iteration 17Q: 3 clusters Score -1.504888e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 106749 members 
Entering Unmasked Estep 
Score: -15049023.000000 Penalty: 5751.358887
	Iteration 18Q: 3 clusters Score -1.504902e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 106942 members 
Entering Unmasked Estep 
Score: -15049163.000000 Penalty: 5751.358887
	Iteration 19Q: 3 clusters Score -1.504916e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -15049254.000000 Penalty: 5751.358887
	Iteration 20F: 3 clusters Score -1.504925e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 107201 members 
Entering Unmasked Estep 
Score: -15049292.000000 Penalty: 5751.358887
	Iteration 21Q: 3 clusters Score -1.504929e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 107286 members 
Entering Unmasked Estep 
Score: -15049337.000000 Penalty: 5751.358887
	Iteration 22Q: 3 clusters Score -1.504934e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 107349 members 
Entering Unmasked Estep 
Score: -15049353.000000 Penalty: 5751.358887
	Iteration 23Q: 3 clusters Score -1.504935e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 107412 members 
Entering Unmasked Estep 
Score: -15049401.000000 Penalty: 5751.358887
	Iteration 24Q: 3 clusters Score -1.50494e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 107477 members 
Entering Unmasked Estep 
Score: -15049441.000000 Penalty: 5751.358887
	Iteration 25Q: 3 clusters Score -1.504944e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -15049480.000000 Penalty: 5751.358887
	Iteration 26Q: 3 clusters Score -1.504948e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 107553 members 
Entering Unmasked Estep 
Score: -15049502.000000 Penalty: 5751.358887
	Iteration 27Q: 3 clusters Score -1.50495e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -15049528.000000 Penalty: 5751.358887
	Iteration 28Q: 3 clusters Score -1.504953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -15049534.000000 Penalty: 5751.358887
	Iteration 29Q: 3 clusters Score -1.504953e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 107614 members 
Entering Unmasked Estep 
Score: -15049549.000000 Penalty: 5751.358887
	Iteration 30Q: 3 clusters Score -1.504955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -15049544.000000 Penalty: 5751.358887
	Iteration 31Q: 3 clusters Score -1.504954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 107634 members 
Entering Unmasked Estep 
Score: -15049560.000000 Penalty: 5751.358887
	Iteration 32Q: 3 clusters Score -1.504956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 107640 members 
Entering Unmasked Estep 
Score: -15049555.000000 Penalty: 5751.358887
	Iteration 33Q: 3 clusters Score -1.504956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 107642 members 
Entering Unmasked Estep 
Score: -15049572.000000 Penalty: 5751.358887
	Iteration 34Q: 3 clusters Score -1.504957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -15049570.000000 Penalty: 5751.358887
	Iteration 35Q: 3 clusters Score -1.504957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 107651 members 
Entering Unmasked Estep 
Score: -15049558.000000 Penalty: 5751.358887
	Iteration 36Q: 3 clusters Score -1.504956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 107654 members 
Entering Unmasked Estep 
Score: -15049563.000000 Penalty: 5751.358887
	Iteration 37Q: 3 clusters Score -1.504956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -15049567.000000 Penalty: 5751.358887
	Iteration 38Q: 3 clusters Score -1.504957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 107657 members 
Entering Unmasked Estep 
Score: -15049570.000000 Penalty: 5751.358887
	Iteration 39Q: 3 clusters Score -1.504957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 107659 members 
Entering Unmasked Estep 
Score: -15049566.000000 Penalty: 5751.358887
	Iteration 40F: 3 clusters Score -1.504957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 107661 members 
Entering Unmasked Estep 
Score: -15049567.000000 Penalty: 5751.358887
	Iteration 41Q: 3 clusters Score -1.504957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -15049561.000000 Penalty: 5751.358887
	Iteration 42Q: 3 clusters Score -1.504956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 107666 members 
Entering Unmasked Estep 
Score: -15049565.000000 Penalty: 5751.358887
	Iteration 43Q: 3 clusters Score -1.504956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 107667 members 
Entering Unmasked Estep 
Score: -15049575.000000 Penalty: 5751.358887
	Iteration 44Q: 3 clusters Score -1.504958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 107668 members 
Entering Unmasked Estep 
Score: -15049567.000000 Penalty: 5751.358887
	Iteration 45Q: 3 clusters Score -1.504957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 107668 members 
Entering Unmasked Estep 
Score: -15049567.000000 Penalty: 5751.358887
	Iteration 46F: 3 clusters Score -1.504957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Entering Unmasked Estep 
Score: -1541228.875000 Penalty: 2310.759766
	Iteration 0F: 2 clusters Score -1541229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1532818.500000 Penalty: 4621.519531
	Iteration 0F: 3 clusters Score -1532818 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1535384.375000 Penalty: 4621.519531
	Iteration 1F: 3 clusters Score -1535384 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1535665.625000 Penalty: 4621.519531
	Iteration 2F: 3 clusters Score -1535666 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1535865.750000 Penalty: 4621.519531
	Iteration 3Q: 3 clusters Score -1535866 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1536025.625000 Penalty: 4621.519531
	Iteration 4Q: 3 clusters Score -1536026 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1536179.375000 Penalty: 4621.519531
	Iteration 5Q: 3 clusters Score -1536179 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1536343.375000 Penalty: 4621.519531
	Iteration 6Q: 3 clusters Score -1536343 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1536551.875000 Penalty: 4621.519531
	Iteration 7Q: 3 clusters Score -1536552 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1536825.500000 Penalty: 4621.519531
	Iteration 8Q: 3 clusters Score -1536826 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1537191.625000 Penalty: 4621.519531
	Iteration 9Q: 3 clusters Score -1537192 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1537575.500000 Penalty: 4621.519531
	Iteration 10Q: 3 clusters Score -1537576 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1537954.250000 Penalty: 4621.519531
	Iteration 11Q: 3 clusters Score -1537954 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1538326.375000 Penalty: 4621.519531
	Iteration 12Q: 3 clusters Score -1538326 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1538598.500000 Penalty: 4621.519531
	Iteration 13Q: 3 clusters Score -1538598 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1538792.750000 Penalty: 4621.519531
	Iteration 14Q: 3 clusters Score -1538793 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1538917.375000 Penalty: 4621.519531
	Iteration 15Q: 3 clusters Score -1538917 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1538985.375000 Penalty: 4621.519531
	Iteration 16Q: 3 clusters Score -1538985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1539040.250000 Penalty: 4621.519531
	Iteration 17Q: 3 clusters Score -1539040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1539078.375000 Penalty: 4621.519531
	Iteration 18Q: 3 clusters Score -1539078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1539099.125000 Penalty: 4621.519531
	Iteration 19Q: 3 clusters Score -1539099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1539109.000000 Penalty: 4621.519531
	Iteration 20F: 3 clusters Score -1539109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1539113.125000 Penalty: 4621.519531
	Iteration 21Q: 3 clusters Score -1539113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1539117.250000 Penalty: 4621.519531
	Iteration 22Q: 3 clusters Score -1539117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1539118.500000 Penalty: 4621.519531
	Iteration 23Q: 3 clusters Score -1539118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1539121.375000 Penalty: 4621.519531
	Iteration 24Q: 3 clusters Score -1539121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1539124.500000 Penalty: 4621.519531
	Iteration 25Q: 3 clusters Score -1539124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1539124.500000 Penalty: 4621.519531
	Iteration 26F: 3 clusters Score -1539124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Entering Unmasked Estep 
Score: -5082554.500000 Penalty: 2611.821045
	Iteration 0F: 2 clusters Score -5082554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -5057136.500000 Penalty: 5223.642090
	Iteration 0F: 3 clusters Score -5057136 nChanged 17062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -5066502.000000 Penalty: 5223.642090
	Iteration 1F: 3 clusters Score -5066502 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -5067107.500000 Penalty: 5223.642090
	Iteration 2Q: 3 clusters Score -5067108 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -5067723.500000 Penalty: 5223.642090
	Iteration 3Q: 3 clusters Score -5067724 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -5068582.500000 Penalty: 5223.642090
	Iteration 4Q: 3 clusters Score -5068582 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -5069638.500000 Penalty: 5223.642090
	Iteration 5Q: 3 clusters Score -5069638 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -5070914.500000 Penalty: 5223.642090
	Iteration 6F: 3 clusters Score -5070914 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -5072352.000000 Penalty: 5223.642090
	Iteration 7F: 3 clusters Score -5072352 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -5073803.000000 Penalty: 5223.642090
	Iteration 8F: 3 clusters Score -5073803 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -5074833.500000 Penalty: 5223.642090
	Iteration 9F: 3 clusters Score -5074834 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -5075545.500000 Penalty: 5223.642090
	Iteration 10Q: 3 clusters Score -5075546 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -5075900.500000 Penalty: 5223.642090
	Iteration 11Q: 3 clusters Score -5075900 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -5076140.500000 Penalty: 5223.642090
	Iteration 12Q: 3 clusters Score -5076140 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -5076243.000000 Penalty: 5223.642090
	Iteration 13Q: 3 clusters Score -5076243 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -5076325.000000 Penalty: 5223.642090
	Iteration 14Q: 3 clusters Score -5076325 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -5076364.000000 Penalty: 5223.642090
	Iteration 15Q: 3 clusters Score -5076364 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -5076434.000000 Penalty: 5223.642090
	Iteration 16Q: 3 clusters Score -5076434 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -5076492.000000 Penalty: 5223.642090
	Iteration 17Q: 3 clusters Score -5076492 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -5076595.000000 Penalty: 5223.642090
	Iteration 18Q: 3 clusters Score -5076595 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -5076664.500000 Penalty: 5223.642090
	Iteration 19Q: 3 clusters Score -5076664 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5076762.000000 Penalty: 5223.642090
	Iteration 20F: 3 clusters Score -5076762 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -5076835.500000 Penalty: 5223.642090
	Iteration 21Q: 3 clusters Score -5076836 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -5076917.000000 Penalty: 5223.642090
	Iteration 22Q: 3 clusters Score -5076917 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -5077028.500000 Penalty: 5223.642090
	Iteration 23Q: 3 clusters Score -5077028 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -5077098.000000 Penalty: 5223.642090
	Iteration 24Q: 3 clusters Score -5077098 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -5077215.500000 Penalty: 5223.642090
	Iteration 25Q: 3 clusters Score -5077216 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -5077315.500000 Penalty: 5223.642090
	Iteration 26Q: 3 clusters Score -5077316 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -5077422.500000 Penalty: 5223.642090
	Iteration 27Q: 3 clusters Score -5077422 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5077521.000000 Penalty: 5223.642090
	Iteration 28Q: 3 clusters Score -5077521 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -5077629.000000 Penalty: 5223.642090
	Iteration 29Q: 3 clusters Score -5077629 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -5077714.000000 Penalty: 5223.642090
	Iteration 30Q: 3 clusters Score -5077714 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -5077830.000000 Penalty: 5223.642090
	Iteration 31Q: 3 clusters Score -5077830 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -5077960.500000 Penalty: 5223.642090
	Iteration 32Q: 3 clusters Score -5077960 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -5078082.500000 Penalty: 5223.642090
	Iteration 33Q: 3 clusters Score -5078082 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -5078173.500000 Penalty: 5223.642090
	Iteration 34Q: 3 clusters Score -5078174 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -5078267.000000 Penalty: 5223.642090
	Iteration 35Q: 3 clusters Score -5078267 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -5078335.000000 Penalty: 5223.642090
	Iteration 36Q: 3 clusters Score -5078335 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -5078408.000000 Penalty: 5223.642090
	Iteration 37Q: 3 clusters Score -5078408 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -5078558.500000 Penalty: 5223.642090
	Iteration 38Q: 3 clusters Score -5078558 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -5078663.500000 Penalty: 5223.642090
	Iteration 39Q: 3 clusters Score -5078664 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -5078797.000000 Penalty: 5223.642090
	Iteration 40F: 3 clusters Score -5078797 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -5078897.000000 Penalty: 5223.642090
	Iteration 41Q: 3 clusters Score -5078897 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -5079061.000000 Penalty: 5223.642090
	Iteration 42Q: 3 clusters Score -5079061 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -5079158.500000 Penalty: 5223.642090
	Iteration 43Q: 3 clusters Score -5079158 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -5079307.500000 Penalty: 5223.642090
	Iteration 44Q: 3 clusters Score -5079308 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -5079402.500000 Penalty: 5223.642090
	Iteration 45Q: 3 clusters Score -5079402 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -5079542.500000 Penalty: 5223.642090
	Iteration 46Q: 3 clusters Score -5079542 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -5079668.000000 Penalty: 5223.642090
	Iteration 47Q: 3 clusters Score -5079668 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -5079803.000000 Penalty: 5223.642090
	Iteration 48Q: 3 clusters Score -5079803 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -5079899.500000 Penalty: 5223.642090
	Iteration 49Q: 3 clusters Score -5079900 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -5080023.500000 Penalty: 5223.642090
	Iteration 50Q: 3 clusters Score -5080024 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -5080156.500000 Penalty: 5223.642090
	Iteration 51Q: 3 clusters Score -5080156 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -5080251.000000 Penalty: 5223.642090
	Iteration 52Q: 3 clusters Score -5080251 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -5080368.500000 Penalty: 5223.642090
	Iteration 53Q: 3 clusters Score -5080368 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -5080470.000000 Penalty: 5223.642090
	Iteration 54Q: 3 clusters Score -5080470 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -5080542.500000 Penalty: 5223.642090
	Iteration 55Q: 3 clusters Score -5080542 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5080661.500000 Penalty: 5223.642090
	Iteration 56Q: 3 clusters Score -5080662 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -5080761.500000 Penalty: 5223.642090
	Iteration 57Q: 3 clusters Score -5080762 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5080865.500000 Penalty: 5223.642090
	Iteration 58Q: 3 clusters Score -5080866 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -5080990.000000 Penalty: 5223.642090
	Iteration 59Q: 3 clusters Score -5080990 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5081088.500000 Penalty: 5223.642090
	Iteration 60F: 3 clusters Score -5081088 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5081230.000000 Penalty: 5223.642090
	Iteration 61Q: 3 clusters Score -5081230 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -5081407.500000 Penalty: 5223.642090
	Iteration 62Q: 3 clusters Score -5081408 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5081647.500000 Penalty: 5223.642090
	Iteration 63Q: 3 clusters Score -5081648 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5081904.000000 Penalty: 5223.642090
	Iteration 64Q: 3 clusters Score -5081904 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5082166.500000 Penalty: 5223.642090
	Iteration 65Q: 3 clusters Score -5082166 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5082291.000000 Penalty: 5223.642090
	Iteration 66Q: 3 clusters Score -5082291 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5082363.500000 Penalty: 5223.642090
	Iteration 67Q: 3 clusters Score -5082364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5082381.500000 Penalty: 5223.642090
	Iteration 68Q: 3 clusters Score -5082382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5082389.500000 Penalty: 5223.642090
	Iteration 69Q: 3 clusters Score -5082390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5082388.000000 Penalty: 5223.642090
	Iteration 70Q: 3 clusters Score -5082388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5082384.000000 Penalty: 5223.642090
	Iteration 71Q: 3 clusters Score -5082384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5082387.000000 Penalty: 5223.642090
	Iteration 72Q: 3 clusters Score -5082387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5082396.000000 Penalty: 5223.642090
	Iteration 73Q: 3 clusters Score -5082396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5082395.500000 Penalty: 5223.642090
	Iteration 74Q: 3 clusters Score -5082396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5082397.500000 Penalty: 5223.642090
	Iteration 75Q: 3 clusters Score -5082398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5082395.500000 Penalty: 5223.642090
	Iteration 76Q: 3 clusters Score -5082396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5082397.000000 Penalty: 5223.642090
	Iteration 77Q: 3 clusters Score -5082397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5082397.000000 Penalty: 5223.642090
	Iteration 78Q: 3 clusters Score -5082397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5082399.500000 Penalty: 5223.642090
	Iteration 79Q: 3 clusters Score -5082400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5082399.500000 Penalty: 5223.642090
	Iteration 80F: 3 clusters Score -5082400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -494391.656250 Penalty: 2041.447144
	Iteration 0F: 2 clusters Score -494391.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -490637.875000 Penalty: 4082.894287
	Iteration 0F: 3 clusters Score -490637.9 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -491497.718750 Penalty: 4082.894287
	Iteration 1F: 3 clusters Score -491497.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -491752.437500 Penalty: 4082.894287
	Iteration 2F: 3 clusters Score -491752.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -491939.375000 Penalty: 4082.894287
	Iteration 3F: 3 clusters Score -491939.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -492088.093750 Penalty: 4082.894287
	Iteration 4Q: 3 clusters Score -492088.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -492210.187500 Penalty: 4082.894287
	Iteration 5Q: 3 clusters Score -492210.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -492302.343750 Penalty: 4082.894287
	Iteration 6Q: 3 clusters Score -492302.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -492388.031250 Penalty: 4082.894287
	Iteration 7Q: 3 clusters Score -492388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -492444.062500 Penalty: 4082.894287
	Iteration 8Q: 3 clusters Score -492444.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -492482.343750 Penalty: 4082.894287
	Iteration 9Q: 3 clusters Score -492482.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -492517.125000 Penalty: 4082.894287
	Iteration 10Q: 3 clusters Score -492517.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -492560.593750 Penalty: 4082.894287
	Iteration 11Q: 3 clusters Score -492560.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -492605.500000 Penalty: 4082.894287
	Iteration 12Q: 3 clusters Score -492605.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -492636.500000 Penalty: 4082.894287
	Iteration 13Q: 3 clusters Score -492636.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -492664.812500 Penalty: 4082.894287
	Iteration 14Q: 3 clusters Score -492664.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -492694.593750 Penalty: 4082.894287
	Iteration 15Q: 3 clusters Score -492694.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -492726.718750 Penalty: 4082.894287
	Iteration 16Q: 3 clusters Score -492726.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -492761.000000 Penalty: 4082.894287
	Iteration 17Q: 3 clusters Score -492761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -492788.625000 Penalty: 4082.894287
	Iteration 18Q: 3 clusters Score -492788.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -492817.156250 Penalty: 4082.894287
	Iteration 19Q: 3 clusters Score -492817.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -492834.906250 Penalty: 4082.894287
	Iteration 20F: 3 clusters Score -492834.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -492855.781250 Penalty: 4082.894287
	Iteration 21Q: 3 clusters Score -492855.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -492878.406250 Penalty: 4082.894287
	Iteration 22Q: 3 clusters Score -492878.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -492899.937500 Penalty: 4082.894287
	Iteration 23Q: 3 clusters Score -492899.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -492923.687500 Penalty: 4082.894287
	Iteration 24Q: 3 clusters Score -492923.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -492940.750000 Penalty: 4082.894287
	Iteration 25Q: 3 clusters Score -492940.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -492964.437500 Penalty: 4082.894287
	Iteration 26Q: 3 clusters Score -492964.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -492980.625000 Penalty: 4082.894287
	Iteration 27Q: 3 clusters Score -492980.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -493000.656250 Penalty: 4082.894287
	Iteration 28Q: 3 clusters Score -493000.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -493015.843750 Penalty: 4082.894287
	Iteration 29Q: 3 clusters Score -493015.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -493025.375000 Penalty: 4082.894287
	Iteration 30Q: 3 clusters Score -493025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -493030.500000 Penalty: 4082.894287
	Iteration 31Q: 3 clusters Score -493030.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -493031.125000 Penalty: 4082.894287
	Iteration 32Q: 3 clusters Score -493031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -493032.531250 Penalty: 4082.894287
	Iteration 33Q: 3 clusters Score -493032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -493038.406250 Penalty: 4082.894287
	Iteration 34Q: 3 clusters Score -493038.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -493040.062500 Penalty: 4082.894287
	Iteration 35Q: 3 clusters Score -493040.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -493043.531250 Penalty: 4082.894287
	Iteration 36Q: 3 clusters Score -493043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -493047.718750 Penalty: 4082.894287
	Iteration 37Q: 3 clusters Score -493047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -493049.718750 Penalty: 4082.894287
	Iteration 38Q: 3 clusters Score -493049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -493050.843750 Penalty: 4082.894287
	Iteration 39Q: 3 clusters Score -493050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -493051.531250 Penalty: 4082.894287
	Iteration 40F: 3 clusters Score -493051.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -158648.625000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -156573.562500 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156573.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -156941.781250 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -156941.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -157154.031250 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157154 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -157294.187500 Penalty: 3509.601318
	Iteration 3F: 3 clusters Score -157294.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -157389.625000 Penalty: 3509.601318
	Iteration 4F: 3 clusters Score -157389.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -157452.265625 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157452.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -157498.890625 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157498.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -157526.500000 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157526.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -157550.343750 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157550.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -157568.125000 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157568.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -157580.250000 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -157587.828125 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -157587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -157599.859375 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -157599.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -157609.250000 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -157609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -157615.343750 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -157615.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -157620.718750 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -157620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -157622.984375 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -157623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -157626.843750 Penalty: 3509.601318
	Iteration 17Q: 3 clusters Score -157626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -157630.906250 Penalty: 3509.601318
	Iteration 18Q: 3 clusters Score -157630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -157637.203125 Penalty: 3509.601318
	Iteration 19Q: 3 clusters Score -157637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -157641.718750 Penalty: 3509.601318
	Iteration 20F: 3 clusters Score -157641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -157648.812500 Penalty: 3509.601318
	Iteration 21Q: 3 clusters Score -157648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -157658.796875 Penalty: 3509.601318
	Iteration 22Q: 3 clusters Score -157658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -157664.781250 Penalty: 3509.601318
	Iteration 23Q: 3 clusters Score -157664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -157668.015625 Penalty: 3509.601318
	Iteration 24Q: 3 clusters Score -157668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -157671.734375 Penalty: 3509.601318
	Iteration 25Q: 3 clusters Score -157671.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -157674.781250 Penalty: 3509.601318
	Iteration 26Q: 3 clusters Score -157674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -157676.125000 Penalty: 3509.601318
	Iteration 27Q: 3 clusters Score -157676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -157677.000000 Penalty: 3509.601318
	Iteration 28Q: 3 clusters Score -157677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -157677.000000 Penalty: 3509.601318
	Iteration 29F: 3 clusters Score -157677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Entering Unmasked Estep 
Score: -2286443.250000 Penalty: 2401.653564
	Iteration 0F: 2 clusters Score -2286443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2274910.500000 Penalty: 4803.307129
	Iteration 0F: 3 clusters Score -2274910 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2278625.250000 Penalty: 4803.307129
	Iteration 1F: 3 clusters Score -2278625 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2278944.500000 Penalty: 4803.307129
	Iteration 2F: 3 clusters Score -2278944 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2279179.750000 Penalty: 4803.307129
	Iteration 3Q: 3 clusters Score -2279180 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2279348.750000 Penalty: 4803.307129
	Iteration 4Q: 3 clusters Score -2279349 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2279495.750000 Penalty: 4803.307129
	Iteration 5Q: 3 clusters Score -2279496 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2279655.500000 Penalty: 4803.307129
	Iteration 6Q: 3 clusters Score -2279656 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2279784.750000 Penalty: 4803.307129
	Iteration 7Q: 3 clusters Score -2279785 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2279909.250000 Penalty: 4803.307129
	Iteration 8Q: 3 clusters Score -2279909 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2280072.000000 Penalty: 4803.307129
	Iteration 9Q: 3 clusters Score -2280072 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2280254.500000 Penalty: 4803.307129
	Iteration 10Q: 3 clusters Score -2280254 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2280489.250000 Penalty: 4803.307129
	Iteration 11Q: 3 clusters Score -2280489 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2280784.250000 Penalty: 4803.307129
	Iteration 12Q: 3 clusters Score -2280784 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2281185.750000 Penalty: 4803.307129
	Iteration 13Q: 3 clusters Score -2281186 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2281684.250000 Penalty: 4803.307129
	Iteration 14Q: 3 clusters Score -2281684 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2282271.500000 Penalty: 4803.307129
	Iteration 15Q: 3 clusters Score -2282272 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2282794.750000 Penalty: 4803.307129
	Iteration 16Q: 3 clusters Score -2282795 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2283282.500000 Penalty: 4803.307129
	Iteration 17Q: 3 clusters Score -2283282 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2283648.000000 Penalty: 4803.307129
	Iteration 18Q: 3 clusters Score -2283648 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2283869.000000 Penalty: 4803.307129
	Iteration 19Q: 3 clusters Score -2283869 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2284020.500000 Penalty: 4803.307129
	Iteration 20F: 3 clusters Score -2284020 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2284142.750000 Penalty: 4803.307129
	Iteration 21Q: 3 clusters Score -2284143 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2284235.250000 Penalty: 4803.307129
	Iteration 22Q: 3 clusters Score -2284235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2284285.750000 Penalty: 4803.307129
	Iteration 23Q: 3 clusters Score -2284286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2284312.500000 Penalty: 4803.307129
	Iteration 24Q: 3 clusters Score -2284312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2284327.500000 Penalty: 4803.307129
	Iteration 25Q: 3 clusters Score -2284328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2284335.250000 Penalty: 4803.307129
	Iteration 26Q: 3 clusters Score -2284335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2284336.750000 Penalty: 4803.307129
	Iteration 27Q: 3 clusters Score -2284337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2284337.750000 Penalty: 4803.307129
	Iteration 28Q: 3 clusters Score -2284338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2284337.750000 Penalty: 4803.307129
	Iteration 29F: 3 clusters Score -2284338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Entering Unmasked Estep 
Score: -9558456.000000 Penalty: 2762.357178
	Iteration 0F: 2 clusters Score -9558456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -9512489.000000 Penalty: 5524.714355
	Iteration 0F: 3 clusters Score -9512489 nChanged 32137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -9530235.000000 Penalty: 5524.714355
	Iteration 1F: 3 clusters Score -9530235 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -9530823.000000 Penalty: 5524.714355
	Iteration 2Q: 3 clusters Score -9530823 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -9531358.000000 Penalty: 5524.714355
	Iteration 3Q: 3 clusters Score -9531358 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -9531985.000000 Penalty: 5524.714355
	Iteration 4Q: 3 clusters Score -9531985 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -9532747.000000 Penalty: 5524.714355
	Iteration 5Q: 3 clusters Score -9532747 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -9533784.000000 Penalty: 5524.714355
	Iteration 6Q: 3 clusters Score -9533784 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -9535156.000000 Penalty: 5524.714355
	Iteration 7Q: 3 clusters Score -9535156 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -9537276.000000 Penalty: 5524.714355
	Iteration 8F: 3 clusters Score -9537276 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -9540227.000000 Penalty: 5524.714355
	Iteration 9F: 3 clusters Score -9540227 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -9543665.000000 Penalty: 5524.714355
	Iteration 10F: 3 clusters Score -9543665 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -9546917.000000 Penalty: 5524.714355
	Iteration 11F: 3 clusters Score -9546917 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -9549344.000000 Penalty: 5524.714355
	Iteration 12Q: 3 clusters Score -9549344 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -9550803.000000 Penalty: 5524.714355
	Iteration 13Q: 3 clusters Score -9550803 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -9551553.000000 Penalty: 5524.714355
	Iteration 14Q: 3 clusters Score -9551553 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -9552182.000000 Penalty: 5524.714355
	Iteration 15Q: 3 clusters Score -9552182 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -9552674.000000 Penalty: 5524.714355
	Iteration 16Q: 3 clusters Score -9552674 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -9553122.000000 Penalty: 5524.714355
	Iteration 17Q: 3 clusters Score -9553122 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -9553511.000000 Penalty: 5524.714355
	Iteration 18Q: 3 clusters Score -9553511 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -9553804.000000 Penalty: 5524.714355
	Iteration 19Q: 3 clusters Score -9553804 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -9554151.000000 Penalty: 5524.714355
	Iteration 20F: 3 clusters Score -9554151 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -9554430.000000 Penalty: 5524.714355
	Iteration 21Q: 3 clusters Score -9554430 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -9554637.000000 Penalty: 5524.714355
	Iteration 22Q: 3 clusters Score -9554637 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -9554858.000000 Penalty: 5524.714355
	Iteration 23Q: 3 clusters Score -9554858 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -9555041.000000 Penalty: 5524.714355
	Iteration 24Q: 3 clusters Score -9555041 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -9555227.000000 Penalty: 5524.714355
	Iteration 25Q: 3 clusters Score -9555227 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -9555370.000000 Penalty: 5524.714355
	Iteration 26Q: 3 clusters Score -9555370 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -9555464.000000 Penalty: 5524.714355
	Iteration 27Q: 3 clusters Score -9555464 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -9555581.000000 Penalty: 5524.714355
	Iteration 28Q: 3 clusters Score -9555581 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -9555690.000000 Penalty: 5524.714355
	Iteration 29Q: 3 clusters Score -9555690 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -9555751.000000 Penalty: 5524.714355
	Iteration 30Q: 3 clusters Score -9555751 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -9555833.000000 Penalty: 5524.714355
	Iteration 31Q: 3 clusters Score -9555833 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -9555923.000000 Penalty: 5524.714355
	Iteration 32Q: 3 clusters Score -9555923 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9555985.000000 Penalty: 5524.714355
	Iteration 33Q: 3 clusters Score -9555985 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -9556017.000000 Penalty: 5524.714355
	Iteration 34Q: 3 clusters Score -9556017 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9556054.000000 Penalty: 5524.714355
	Iteration 35Q: 3 clusters Score -9556054 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9556077.000000 Penalty: 5524.714355
	Iteration 36Q: 3 clusters Score -9556077 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9556170.000000 Penalty: 5524.714355
	Iteration 37Q: 3 clusters Score -9556170 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -9556202.000000 Penalty: 5524.714355
	Iteration 38Q: 3 clusters Score -9556202 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9556224.000000 Penalty: 5524.714355
	Iteration 39Q: 3 clusters Score -9556224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -9556239.000000 Penalty: 5524.714355
	Iteration 40F: 3 clusters Score -9556239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9556269.000000 Penalty: 5524.714355
	Iteration 41Q: 3 clusters Score -9556269 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9556288.000000 Penalty: 5524.714355
	Iteration 42Q: 3 clusters Score -9556288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9556299.000000 Penalty: 5524.714355
	Iteration 43Q: 3 clusters Score -9556299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9556307.000000 Penalty: 5524.714355
	Iteration 44Q: 3 clusters Score -9556307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9556332.000000 Penalty: 5524.714355
	Iteration 45Q: 3 clusters Score -9556332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67232 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -9556318.000000 Penalty: 5524.714355
	Iteration 46Q: 3 clusters Score -9556318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9556319.000000 Penalty: 5524.714355
	Iteration 47Q: 3 clusters Score -9556319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9556327.000000 Penalty: 5524.714355
	Iteration 48Q: 3 clusters Score -9556327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9556344.000000 Penalty: 5524.714355
	Iteration 49Q: 3 clusters Score -9556344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9556332.000000 Penalty: 5524.714355
	Iteration 50Q: 3 clusters Score -9556332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -9556336.000000 Penalty: 5524.714355
	Iteration 51Q: 3 clusters Score -9556336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9556345.000000 Penalty: 5524.714355
	Iteration 52Q: 3 clusters Score -9556345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9556365.000000 Penalty: 5524.714355
	Iteration 53Q: 3 clusters Score -9556365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -9556371.000000 Penalty: 5524.714355
	Iteration 54Q: 3 clusters Score -9556371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9556377.000000 Penalty: 5524.714355
	Iteration 55Q: 3 clusters Score -9556377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9556384.000000 Penalty: 5524.714355
	Iteration 56Q: 3 clusters Score -9556384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -9556385.000000 Penalty: 5524.714355
	Iteration 57Q: 3 clusters Score -9556385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9556385.000000 Penalty: 5524.714355
	Iteration 58Q: 3 clusters Score -9556385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9556378.000000 Penalty: 5524.714355
	Iteration 59Q: 3 clusters Score -9556378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9556376.000000 Penalty: 5524.714355
	Iteration 60F: 3 clusters Score -9556376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9556382.000000 Penalty: 5524.714355
	Iteration 61Q: 3 clusters Score -9556382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9556386.000000 Penalty: 5524.714355
	Iteration 62Q: 3 clusters Score -9556386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9556384.000000 Penalty: 5524.714355
	Iteration 63Q: 3 clusters Score -9556384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9556381.000000 Penalty: 5524.714355
	Iteration 64Q: 3 clusters Score -9556381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9556384.000000 Penalty: 5524.714355
	Iteration 65Q: 3 clusters Score -9556384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67467 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -9556378.000000 Penalty: 5524.714355
	Iteration 66Q: 3 clusters Score -9556378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9556382.000000 Penalty: 5524.714355
	Iteration 67Q: 3 clusters Score -9556382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67471 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9556382.000000 Penalty: 5524.714355
	Iteration 68Q: 3 clusters Score -9556382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9556377.000000 Penalty: 5524.714355
	Iteration 69Q: 3 clusters Score -9556377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9556380.000000 Penalty: 5524.714355
	Iteration 70Q: 3 clusters Score -9556380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9556380.000000 Penalty: 5524.714355
	Iteration 71Q: 3 clusters Score -9556380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9556381.000000 Penalty: 5524.714355
	Iteration 72Q: 3 clusters Score -9556381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67476 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9556391.000000 Penalty: 5524.714355
	Iteration 73Q: 3 clusters Score -9556391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -9556385.000000 Penalty: 5524.714355
	Iteration 74Q: 3 clusters Score -9556385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67482 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9556385.000000 Penalty: 5524.714355
	Iteration 75Q: 3 clusters Score -9556385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9556391.000000 Penalty: 5524.714355
	Iteration 76Q: 3 clusters Score -9556391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9556395.000000 Penalty: 5524.714355
	Iteration 77Q: 3 clusters Score -9556395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9556393.000000 Penalty: 5524.714355
	Iteration 78Q: 3 clusters Score -9556393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9556396.000000 Penalty: 5524.714355
	Iteration 79Q: 3 clusters Score -9556396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -9556393.000000 Penalty: 5524.714355
	Iteration 80F: 3 clusters Score -9556393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9556397.000000 Penalty: 5524.714355
	Iteration 81Q: 3 clusters Score -9556397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9556398.000000 Penalty: 5524.714355
	Iteration 82Q: 3 clusters Score -9556398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9556398.000000 Penalty: 5524.714355
	Iteration 83F: 3 clusters Score -9556398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (139193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139193 members 
Entering Unmasked Estep 
Score: -19290894.000000 Penalty: 2937.216797
	Iteration 0F: 2 clusters Score -1.929089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -19198406.000000 Penalty: 5874.433594
	Iteration 0F: 3 clusters Score -1.919841e+07 nChanged 66483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -19236538.000000 Penalty: 5874.433594
	Iteration 1F: 3 clusters Score -1.923654e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -19237398.000000 Penalty: 5874.433594
	Iteration 2Q: 3 clusters Score -1.92374e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73428 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -19238376.000000 Penalty: 5874.433594
	Iteration 3Q: 3 clusters Score -1.923838e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -19239654.000000 Penalty: 5874.433594
	Iteration 4Q: 3 clusters Score -1.923965e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -19241634.000000 Penalty: 5874.433594
	Iteration 5Q: 3 clusters Score -1.924163e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -19244536.000000 Penalty: 5874.433594
	Iteration 6Q: 3 clusters Score -1.924454e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -19249060.000000 Penalty: 5874.433594
	Iteration 7F: 3 clusters Score -1.924906e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93217 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -19255498.000000 Penalty: 5874.433594
	Iteration 8F: 3 clusters Score -1.92555e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99535 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -19263364.000000 Penalty: 5874.433594
	Iteration 9F: 3 clusters Score -1.926336e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104713 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -19270128.000000 Penalty: 5874.433594
	Iteration 10F: 3 clusters Score -1.927013e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108186 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -19274190.000000 Penalty: 5874.433594
	Iteration 11Q: 3 clusters Score -1.927419e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -19276206.000000 Penalty: 5874.433594
	Iteration 12Q: 3 clusters Score -1.927621e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113123 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -19277586.000000 Penalty: 5874.433594
	Iteration 13Q: 3 clusters Score -1.927759e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115234 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -19278790.000000 Penalty: 5874.433594
	Iteration 14Q: 3 clusters Score -1.927879e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117251 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -19279854.000000 Penalty: 5874.433594
	Iteration 15Q: 3 clusters Score -1.927985e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119177 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -19280884.000000 Penalty: 5874.433594
	Iteration 16Q: 3 clusters Score -1.928088e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121019 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -19281976.000000 Penalty: 5874.433594
	Iteration 17Q: 3 clusters Score -1.928198e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122734 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -19282754.000000 Penalty: 5874.433594
	Iteration 18Q: 3 clusters Score -1.928275e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124332 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -19283452.000000 Penalty: 5874.433594
	Iteration 19Q: 3 clusters Score -1.928345e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125756 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -19284214.000000 Penalty: 5874.433594
	Iteration 20F: 3 clusters Score -1.928421e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127046 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -19284988.000000 Penalty: 5874.433594
	Iteration 21Q: 3 clusters Score -1.928499e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128234 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -19285582.000000 Penalty: 5874.433594
	Iteration 22Q: 3 clusters Score -1.928558e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129308 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -19286064.000000 Penalty: 5874.433594
	Iteration 23Q: 3 clusters Score -1.928606e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130255 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -19286560.000000 Penalty: 5874.433594
	Iteration 24Q: 3 clusters Score -1.928656e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131110 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -19287048.000000 Penalty: 5874.433594
	Iteration 25Q: 3 clusters Score -1.928705e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131928 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -19287492.000000 Penalty: 5874.433594
	Iteration 26Q: 3 clusters Score -1.928749e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132650 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -19287766.000000 Penalty: 5874.433594
	Iteration 27Q: 3 clusters Score -1.928777e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133291 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -19288030.000000 Penalty: 5874.433594
	Iteration 28Q: 3 clusters Score -1.928803e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133840 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -19288308.000000 Penalty: 5874.433594
	Iteration 29Q: 3 clusters Score -1.928831e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134310 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -19288468.000000 Penalty: 5874.433594
	Iteration 30Q: 3 clusters Score -1.928847e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134740 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -19288622.000000 Penalty: 5874.433594
	Iteration 31Q: 3 clusters Score -1.928862e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135106 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -19288782.000000 Penalty: 5874.433594
	Iteration 32Q: 3 clusters Score -1.928878e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135408 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -19288878.000000 Penalty: 5874.433594
	Iteration 33Q: 3 clusters Score -1.928888e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135670 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -19288950.000000 Penalty: 5874.433594
	Iteration 34Q: 3 clusters Score -1.928895e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135880 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -19289012.000000 Penalty: 5874.433594
	Iteration 35Q: 3 clusters Score -1.928901e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136065 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -19289100.000000 Penalty: 5874.433594
	Iteration 36Q: 3 clusters Score -1.92891e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136223 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -19289162.000000 Penalty: 5874.433594
	Iteration 37Q: 3 clusters Score -1.928916e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136358 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -19289164.000000 Penalty: 5874.433594
	Iteration 38Q: 3 clusters Score -1.928916e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136482 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -19289198.000000 Penalty: 5874.433594
	Iteration 39Q: 3 clusters Score -1.92892e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136578 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -19289230.000000 Penalty: 5874.433594
	Iteration 40F: 3 clusters Score -1.928923e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136671 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -19289270.000000 Penalty: 5874.433594
	Iteration 41Q: 3 clusters Score -1.928927e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136744 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -19289298.000000 Penalty: 5874.433594
	Iteration 42Q: 3 clusters Score -1.92893e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136791 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -19289288.000000 Penalty: 5874.433594
	Iteration 43Q: 3 clusters Score -1.928929e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136820 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -19289320.000000 Penalty: 5874.433594
	Iteration 44Q: 3 clusters Score -1.928932e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136844 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -19289316.000000 Penalty: 5874.433594
	Iteration 45Q: 3 clusters Score -1.928932e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136866 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -19289350.000000 Penalty: 5874.433594
	Iteration 46Q: 3 clusters Score -1.928935e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136888 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -19289336.000000 Penalty: 5874.433594
	Iteration 47Q: 3 clusters Score -1.928934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136906 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -19289338.000000 Penalty: 5874.433594
	Iteration 48Q: 3 clusters Score -1.928934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136923 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19289330.000000 Penalty: 5874.433594
	Iteration 49Q: 3 clusters Score -1.928933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136936 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -19289330.000000 Penalty: 5874.433594
	Iteration 50Q: 3 clusters Score -1.928933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136943 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -19289342.000000 Penalty: 5874.433594
	Iteration 51Q: 3 clusters Score -1.928934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136955 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -19289334.000000 Penalty: 5874.433594
	Iteration 52Q: 3 clusters Score -1.928933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136966 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -19289336.000000 Penalty: 5874.433594
	Iteration 53Q: 3 clusters Score -1.928934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136978 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -19289318.000000 Penalty: 5874.433594
	Iteration 54Q: 3 clusters Score -1.928932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136987 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -19289326.000000 Penalty: 5874.433594
	Iteration 55Q: 3 clusters Score -1.928933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136997 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -19289334.000000 Penalty: 5874.433594
	Iteration 56Q: 3 clusters Score -1.928933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137009 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -19289336.000000 Penalty: 5874.433594
	Iteration 57Q: 3 clusters Score -1.928934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137021 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -19289322.000000 Penalty: 5874.433594
	Iteration 58Q: 3 clusters Score -1.928932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137032 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -19289314.000000 Penalty: 5874.433594
	Iteration 59Q: 3 clusters Score -1.928931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137043 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -19289336.000000 Penalty: 5874.433594
	Iteration 60F: 3 clusters Score -1.928934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137055 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -19289332.000000 Penalty: 5874.433594
	Iteration 61Q: 3 clusters Score -1.928933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137061 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19289324.000000 Penalty: 5874.433594
	Iteration 62Q: 3 clusters Score -1.928932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137067 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -19289324.000000 Penalty: 5874.433594
	Iteration 63Q: 3 clusters Score -1.928932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137071 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -19289336.000000 Penalty: 5874.433594
	Iteration 64Q: 3 clusters Score -1.928934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137076 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -19289336.000000 Penalty: 5874.433594
	Iteration 65Q: 3 clusters Score -1.928934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137082 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -19289342.000000 Penalty: 5874.433594
	Iteration 66Q: 3 clusters Score -1.928934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137086 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -19289342.000000 Penalty: 5874.433594
	Iteration 67Q: 3 clusters Score -1.928934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137090 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -19289344.000000 Penalty: 5874.433594
	Iteration 68Q: 3 clusters Score -1.928934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137094 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -19289336.000000 Penalty: 5874.433594
	Iteration 69Q: 3 clusters Score -1.928934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137099 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -19289338.000000 Penalty: 5874.433594
	Iteration 70Q: 3 clusters Score -1.928934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137102 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -19289334.000000 Penalty: 5874.433594
	Iteration 71Q: 3 clusters Score -1.928933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137102 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -19289344.000000 Penalty: 5874.433594
	Iteration 72Q: 3 clusters Score -1.928934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137107 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -19289330.000000 Penalty: 5874.433594
	Iteration 73Q: 3 clusters Score -1.928933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137113 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -19289322.000000 Penalty: 5874.433594
	Iteration 74Q: 3 clusters Score -1.928932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137114 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -19289324.000000 Penalty: 5874.433594
	Iteration 75Q: 3 clusters Score -1.928932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137119 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -19289322.000000 Penalty: 5874.433594
	Iteration 76Q: 3 clusters Score -1.928932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137119 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -19289316.000000 Penalty: 5874.433594
	Iteration 77Q: 3 clusters Score -1.928932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137119 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -19289316.000000 Penalty: 5874.433594
	Iteration 78F: 3 clusters Score -1.928932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 178348 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 57312 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 154063 members 
Mstep: Class 9 contains 17181 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 3228 members 
Mstep: Class 13 contains 169232 members 
Mstep: Class 14 contains 108606 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 37479 members 
Mstep: Class 18 contains 3758 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16060 members 
Mstep: Class 21 contains 68771 members 
Mstep: Class 24 contains 139193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137441952.000000 Penalty: 85743.609375
Iteration 79Q: 26 clusters Score -1.37442e+08 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 178375 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3785 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 57269 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 154120 members 
Mstep: Class 9 contains 17170 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 3220 members 
Mstep: Class 13 contains 169528 members 
Mstep: Class 14 contains 108348 members 
Mstep: Class 15 contains 11251 members 
Mstep: Class 16 contains 37476 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3762 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16092 members 
Mstep: Class 21 contains 69206 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 119 members 
Mstep: Class 24 contains 138461 members 
Mstep: Class 25 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137442240.000000 Penalty: 85743.609375
Iteration 80F: 26 clusters Score -1.374422e+08 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 178402 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3788 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 57221 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 154148 members 
Mstep: Class 9 contains 17163 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 3226 members 
Mstep: Class 13 contains 169818 members 
Mstep: Class 14 contains 108097 members 
Mstep: Class 15 contains 11376 members 
Mstep: Class 16 contains 37454 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3764 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16157 members 
Mstep: Class 21 contains 69609 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 122 members 
Mstep: Class 24 contains 137790 members 
Mstep: Class 25 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137442512.000000 Penalty: 85743.609375
Iteration 81Q: 26 clusters Score -1.374425e+08 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 178447 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3790 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 57191 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 154160 members 
Mstep: Class 9 contains 17154 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 3229 members 
Mstep: Class 13 contains 170143 members 
Mstep: Class 14 contains 107815 members 
Mstep: Class 15 contains 11478 members 
Mstep: Class 16 contains 37448 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3772 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16254 members 
Mstep: Class 21 contains 70002 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 122 members 
Mstep: Class 24 contains 137083 members 
Mstep: Class 25 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137442944.000000 Penalty: 85743.609375
Iteration 82Q: 26 clusters Score -1.374429e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 178501 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 57142 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 154164 members 
Mstep: Class 9 contains 17144 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3224 members 
Mstep: Class 13 contains 170500 members 
Mstep: Class 14 contains 107534 members 
Mstep: Class 15 contains 11571 members 
Mstep: Class 16 contains 37444 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16329 members 
Mstep: Class 21 contains 70390 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 136400 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443216.000000 Penalty: 85743.609375
Iteration 83Q: 26 clusters Score -1.374432e+08 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 178548 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 57074 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 154165 members 
Mstep: Class 9 contains 17124 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3215 members 
Mstep: Class 13 contains 170916 members 
Mstep: Class 14 contains 107254 members 
Mstep: Class 15 contains 11669 members 
Mstep: Class 16 contains 37439 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16398 members 
Mstep: Class 21 contains 70764 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 135731 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443456.000000 Penalty: 85743.609375
Iteration 84Q: 26 clusters Score -1.374435e+08 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 178616 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 57004 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 154167 members 
Mstep: Class 9 contains 17101 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3206 members 
Mstep: Class 13 contains 171316 members 
Mstep: Class 14 contains 107006 members 
Mstep: Class 15 contains 11741 members 
Mstep: Class 16 contains 37425 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16498 members 
Mstep: Class 21 contains 71115 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 135036 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443728.000000 Penalty: 85743.609375
Iteration 85Q: 26 clusters Score -1.374437e+08 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 178591 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56947 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 154201 members 
Mstep: Class 9 contains 17097 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3204 members 
Mstep: Class 13 contains 171655 members 
Mstep: Class 14 contains 106744 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 37417 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16604 members 
Mstep: Class 21 contains 71482 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 134387 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443536.000000 Penalty: 85743.609375
Iteration 86Q: 26 clusters Score -1.374435e+08 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 178663 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56879 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 154203 members 
Mstep: Class 9 contains 17096 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 171933 members 
Mstep: Class 14 contains 106555 members 
Mstep: Class 15 contains 11918 members 
Mstep: Class 16 contains 37398 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16699 members 
Mstep: Class 21 contains 71812 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 133724 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443392.000000 Penalty: 85743.609375
Iteration 87Q: 26 clusters Score -1.374434e+08 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 178720 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3807 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56843 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 154233 members 
Mstep: Class 9 contains 17093 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3194 members 
Mstep: Class 13 contains 172215 members 
Mstep: Class 14 contains 106367 members 
Mstep: Class 15 contains 11978 members 
Mstep: Class 16 contains 37376 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3791 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16818 members 
Mstep: Class 21 contains 72158 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 133047 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443392.000000 Penalty: 85743.609375
Iteration 88Q: 26 clusters Score -1.374434e+08 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 178740 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3812 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56766 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 154293 members 
Mstep: Class 9 contains 17096 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3194 members 
Mstep: Class 13 contains 172527 members 
Mstep: Class 14 contains 106224 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 37347 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3792 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 16947 members 
Mstep: Class 21 contains 72528 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 132318 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443440.000000 Penalty: 85743.609375
Iteration 89Q: 26 clusters Score -1.374434e+08 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 178769 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3816 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56679 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 154353 members 
Mstep: Class 9 contains 17099 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3193 members 
Mstep: Class 13 contains 172827 members 
Mstep: Class 14 contains 106112 members 
Mstep: Class 15 contains 12082 members 
Mstep: Class 16 contains 37315 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 17038 members 
Mstep: Class 21 contains 72911 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 131582 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443840.000000 Penalty: 85743.609375
Iteration 90Q: 26 clusters Score -1.374438e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 178754 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56617 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 154425 members 
Mstep: Class 9 contains 17098 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3187 members 
Mstep: Class 13 contains 173118 members 
Mstep: Class 14 contains 106026 members 
Mstep: Class 15 contains 12143 members 
Mstep: Class 16 contains 37289 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3786 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 17141 members 
Mstep: Class 21 contains 73275 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 130831 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443936.000000 Penalty: 85743.609375
Iteration 91Q: 26 clusters Score -1.374439e+08 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 178721 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56563 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 154502 members 
Mstep: Class 9 contains 17116 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 173433 members 
Mstep: Class 14 contains 105948 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 37274 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3786 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 17273 members 
Mstep: Class 21 contains 73645 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 129990 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443936.000000 Penalty: 85743.609375
Iteration 92Q: 26 clusters Score -1.374439e+08 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 178649 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3828 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56469 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 154594 members 
Mstep: Class 9 contains 17124 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 173826 members 
Mstep: Class 14 contains 105867 members 
Mstep: Class 15 contains 12232 members 
Mstep: Class 16 contains 37273 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 17413 members 
Mstep: Class 21 contains 74009 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 129149 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444000.000000 Penalty: 85743.609375
Iteration 93Q: 26 clusters Score -1.37444e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 178546 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56408 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 154704 members 
Mstep: Class 9 contains 17151 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 174191 members 
Mstep: Class 14 contains 105791 members 
Mstep: Class 15 contains 12287 members 
Mstep: Class 16 contains 37270 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 17547 members 
Mstep: Class 21 contains 74377 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 128265 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443760.000000 Penalty: 85743.609375
Iteration 94Q: 26 clusters Score -1.374438e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 178461 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3838 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56350 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 154815 members 
Mstep: Class 9 contains 17168 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 174575 members 
Mstep: Class 14 contains 105720 members 
Mstep: Class 15 contains 12341 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 17675 members 
Mstep: Class 21 contains 74745 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 127348 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443536.000000 Penalty: 85743.609375
Iteration 95Q: 26 clusters Score -1.374435e+08 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 178361 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3839 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56293 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 154922 members 
Mstep: Class 9 contains 17181 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 174948 members 
Mstep: Class 14 contains 105676 members 
Mstep: Class 15 contains 12391 members 
Mstep: Class 16 contains 37270 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 17810 members 
Mstep: Class 21 contains 75120 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 126420 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443984.000000 Penalty: 85743.609375
Iteration 96Q: 26 clusters Score -1.37444e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 178253 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56230 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 8 contains 154987 members 
Mstep: Class 9 contains 17179 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 175229 members 
Mstep: Class 14 contains 105646 members 
Mstep: Class 15 contains 12430 members 
Mstep: Class 16 contains 37286 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 17977 members 
Mstep: Class 21 contains 75508 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 125595 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444096.000000 Penalty: 85743.609375
Iteration 97Q: 26 clusters Score -1.374441e+08 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 178109 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56162 members 
Mstep: Class 7 contains 1219 members 
Mstep: Class 8 contains 155064 members 
Mstep: Class 9 contains 17181 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 175573 members 
Mstep: Class 14 contains 105593 members 
Mstep: Class 15 contains 12470 members 
Mstep: Class 16 contains 37308 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 18133 members 
Mstep: Class 21 contains 75855 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 124813 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444288.000000 Penalty: 85743.609375
Iteration 98Q: 26 clusters Score -1.374443e+08 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 178000 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3850 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56099 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 155138 members 
Mstep: Class 9 contains 17177 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 175900 members 
Mstep: Class 14 contains 105542 members 
Mstep: Class 15 contains 12495 members 
Mstep: Class 16 contains 37318 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3796 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 18303 members 
Mstep: Class 21 contains 76233 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 124002 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444208.000000 Penalty: 85743.609375
Iteration 99Q: 26 clusters Score -1.374442e+08 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 177929 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3850 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 56036 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 155188 members 
Mstep: Class 9 contains 17176 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 176225 members 
Mstep: Class 14 contains 105492 members 
Mstep: Class 15 contains 12508 members 
Mstep: Class 16 contains 37302 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3801 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 18509 members 
Mstep: Class 21 contains 76612 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 123171 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444160.000000 Penalty: 85743.609375
Iteration 100F: 26 clusters Score -1.374442e+08 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 177926 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55960 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 155227 members 
Mstep: Class 9 contains 17174 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 176558 members 
Mstep: Class 14 contains 105449 members 
Mstep: Class 15 contains 12540 members 
Mstep: Class 16 contains 37293 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3801 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 18718 members 
Mstep: Class 21 contains 76992 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 122247 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444352.000000 Penalty: 85743.609375
Iteration 101Q: 26 clusters Score -1.374444e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 177899 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55886 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 155287 members 
Mstep: Class 9 contains 17167 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 176809 members 
Mstep: Class 14 contains 105450 members 
Mstep: Class 15 contains 12562 members 
Mstep: Class 16 contains 37295 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3805 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 18948 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 121330 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444336.000000 Penalty: 85743.609375
Iteration 102Q: 26 clusters Score -1.374443e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 177855 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55804 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 155358 members 
Mstep: Class 9 contains 17155 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 177054 members 
Mstep: Class 14 contains 105466 members 
Mstep: Class 15 contains 12602 members 
Mstep: Class 16 contains 37302 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3805 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 19177 members 
Mstep: Class 21 contains 77794 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 120383 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444560.000000 Penalty: 85743.609375
Iteration 103Q: 26 clusters Score -1.374446e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 177815 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55742 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 155435 members 
Mstep: Class 9 contains 17144 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 177307 members 
Mstep: Class 14 contains 105493 members 
Mstep: Class 15 contains 12618 members 
Mstep: Class 16 contains 37310 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3809 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 19414 members 
Mstep: Class 21 contains 78193 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 119416 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444608.000000 Penalty: 85743.609375
Iteration 104Q: 26 clusters Score -1.374446e+08 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 177781 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55667 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 155493 members 
Mstep: Class 9 contains 17122 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 177590 members 
Mstep: Class 14 contains 105502 members 
Mstep: Class 15 contains 12634 members 
Mstep: Class 16 contains 37326 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 19622 members 
Mstep: Class 21 contains 78572 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 118530 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444640.000000 Penalty: 85743.609375
Iteration 105Q: 26 clusters Score -1.374446e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 177817 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55580 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 155528 members 
Mstep: Class 9 contains 17102 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 177863 members 
Mstep: Class 14 contains 105505 members 
Mstep: Class 15 contains 12652 members 
Mstep: Class 16 contains 37328 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3809 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 19830 members 
Mstep: Class 21 contains 78959 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 117625 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444208.000000 Penalty: 85743.609375
Iteration 106Q: 26 clusters Score -1.374442e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 177834 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55500 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 155593 members 
Mstep: Class 9 contains 17086 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 178075 members 
Mstep: Class 14 contains 105515 members 
Mstep: Class 15 contains 12669 members 
Mstep: Class 16 contains 37334 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 20048 members 
Mstep: Class 21 contains 79305 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 116808 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444080.000000 Penalty: 85743.609375
Iteration 107Q: 26 clusters Score -1.374441e+08 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 177798 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55414 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 155680 members 
Mstep: Class 9 contains 17052 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 178252 members 
Mstep: Class 14 contains 105550 members 
Mstep: Class 15 contains 12711 members 
Mstep: Class 16 contains 37325 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3801 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 20251 members 
Mstep: Class 21 contains 79653 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 116028 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443712.000000 Penalty: 85743.609375
Iteration 108Q: 26 clusters Score -1.374437e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 177755 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55319 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 155790 members 
Mstep: Class 9 contains 17029 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 178461 members 
Mstep: Class 14 contains 105547 members 
Mstep: Class 15 contains 12753 members 
Mstep: Class 16 contains 37315 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 20432 members 
Mstep: Class 21 contains 79981 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 115301 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443584.000000 Penalty: 85743.609375
Iteration 109Q: 26 clusters Score -1.374436e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 177705 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55231 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 155914 members 
Mstep: Class 9 contains 16999 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3154 members 
Mstep: Class 13 contains 178696 members 
Mstep: Class 14 contains 105533 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 37323 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3796 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 20618 members 
Mstep: Class 21 contains 80299 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 114572 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443952.000000 Penalty: 85743.609375
Iteration 110Q: 26 clusters Score -1.37444e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 177596 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55152 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 156057 members 
Mstep: Class 9 contains 16975 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3153 members 
Mstep: Class 13 contains 178908 members 
Mstep: Class 14 contains 105547 members 
Mstep: Class 15 contains 12764 members 
Mstep: Class 16 contains 37331 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 20779 members 
Mstep: Class 21 contains 80620 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 113871 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 26 clusters Score -1.374438e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 177504 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55094 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 156189 members 
Mstep: Class 9 contains 16946 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 179101 members 
Mstep: Class 14 contains 105583 members 
Mstep: Class 15 contains 12762 members 
Mstep: Class 16 contains 37346 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 21 contains 80922 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 113182 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 26 clusters Score -1.374439e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 177451 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55022 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 156314 members 
Mstep: Class 9 contains 16914 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 179287 members 
Mstep: Class 14 contains 105625 members 
Mstep: Class 15 contains 12753 members 
Mstep: Class 16 contains 37340 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 21086 members 
Mstep: Class 21 contains 81249 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 112486 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443680.000000 Penalty: 85743.609375
Iteration 113Q: 26 clusters Score -1.374437e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 177372 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3873 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54948 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 156379 members 
Mstep: Class 9 contains 16909 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 13 contains 179437 members 
Mstep: Class 14 contains 105673 members 
Mstep: Class 15 contains 12736 members 
Mstep: Class 16 contains 37329 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 21297 members 
Mstep: Class 21 contains 81573 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 111853 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443920.000000 Penalty: 85743.609375
Iteration 114Q: 26 clusters Score -1.374439e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 177272 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54894 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 156434 members 
Mstep: Class 9 contains 16888 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 179546 members 
Mstep: Class 14 contains 105722 members 
Mstep: Class 15 contains 12715 members 
Mstep: Class 16 contains 37319 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 21524 members 
Mstep: Class 21 contains 81900 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 111264 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443888.000000 Penalty: 85743.609375
Iteration 115Q: 26 clusters Score -1.374439e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 177195 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3884 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54849 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 156480 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 13 contains 179616 members 
Mstep: Class 14 contains 105761 members 
Mstep: Class 15 contains 12701 members 
Mstep: Class 16 contains 37321 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 21780 members 
Mstep: Class 21 contains 82232 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 110643 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443696.000000 Penalty: 85743.609375
Iteration 116Q: 26 clusters Score -1.374437e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 177097 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3888 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54806 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 156523 members 
Mstep: Class 9 contains 16843 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3149 members 
Mstep: Class 13 contains 179638 members 
Mstep: Class 14 contains 105803 members 
Mstep: Class 15 contains 12681 members 
Mstep: Class 16 contains 37325 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 22081 members 
Mstep: Class 21 contains 82556 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 110076 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443904.000000 Penalty: 85743.609375
Iteration 117Q: 26 clusters Score -1.374439e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 176982 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54775 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 156515 members 
Mstep: Class 9 contains 16821 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3149 members 
Mstep: Class 13 contains 179678 members 
Mstep: Class 14 contains 105843 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 37331 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 22397 members 
Mstep: Class 21 contains 82873 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 109528 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443584.000000 Penalty: 85743.609375
Iteration 118Q: 26 clusters Score -1.374436e+08 nChanged 2177
Entering ConstructFrom: 
Score: -137443584.000000 Penalty: 85743.609375
Entering ConstructFrom: 
Trying to split cluster 1 (41203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Entering Unmasked Estep 
Score: -5740243.000000 Penalty: 2635.313965
	Iteration 0F: 2 clusters Score -5740243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5712572.000000 Penalty: 5270.627930
	Iteration 0F: 3 clusters Score -5712572 nChanged 18821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -5722601.000000 Penalty: 5270.627930
	Iteration 1F: 3 clusters Score -5722601 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -5723032.500000 Penalty: 5270.627930
	Iteration 2Q: 3 clusters Score -5723032 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -5723435.000000 Penalty: 5270.627930
	Iteration 3Q: 3 clusters Score -5723435 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -5723841.500000 Penalty: 5270.627930
	Iteration 4Q: 3 clusters Score -5723842 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -5724347.000000 Penalty: 5270.627930
	Iteration 5Q: 3 clusters Score -5724347 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -5724993.000000 Penalty: 5270.627930
	Iteration 6Q: 3 clusters Score -5724993 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -5725814.000000 Penalty: 5270.627930
	Iteration 7Q: 3 clusters Score -5725814 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -5726888.000000 Penalty: 5270.627930
	Iteration 8F: 3 clusters Score -5726888 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -5728432.500000 Penalty: 5270.627930
	Iteration 9F: 3 clusters Score -5728432 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -5730400.500000 Penalty: 5270.627930
	Iteration 10F: 3 clusters Score -5730400 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -5732467.000000 Penalty: 5270.627930
	Iteration 11F: 3 clusters Score -5732467 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -5733968.000000 Penalty: 5270.627930
	Iteration 12F: 3 clusters Score -5733968 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5734709.000000 Penalty: 5270.627930
	Iteration 13Q: 3 clusters Score -5734709 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -5735100.000000 Penalty: 5270.627930
	Iteration 14Q: 3 clusters Score -5735100 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -5735366.000000 Penalty: 5270.627930
	Iteration 15Q: 3 clusters Score -5735366 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -5735552.000000 Penalty: 5270.627930
	Iteration 16Q: 3 clusters Score -5735552 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -5735686.500000 Penalty: 5270.627930
	Iteration 17Q: 3 clusters Score -5735686 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -5735801.500000 Penalty: 5270.627930
	Iteration 18Q: 3 clusters Score -5735802 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -5735939.000000 Penalty: 5270.627930
	Iteration 19Q: 3 clusters Score -5735939 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -5736118.500000 Penalty: 5270.627930
	Iteration 20F: 3 clusters Score -5736118 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -5736283.000000 Penalty: 5270.627930
	Iteration 21Q: 3 clusters Score -5736283 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -5736400.000000 Penalty: 5270.627930
	Iteration 22Q: 3 clusters Score -5736400 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -5736524.500000 Penalty: 5270.627930
	Iteration 23Q: 3 clusters Score -5736524 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -5736665.000000 Penalty: 5270.627930
	Iteration 24Q: 3 clusters Score -5736665 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -5736754.500000 Penalty: 5270.627930
	Iteration 25Q: 3 clusters Score -5736754 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -5736840.500000 Penalty: 5270.627930
	Iteration 26Q: 3 clusters Score -5736840 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -5736953.000000 Penalty: 5270.627930
	Iteration 27Q: 3 clusters Score -5736953 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -5737038.000000 Penalty: 5270.627930
	Iteration 28Q: 3 clusters Score -5737038 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -5737125.000000 Penalty: 5270.627930
	Iteration 29Q: 3 clusters Score -5737125 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -5737191.000000 Penalty: 5270.627930
	Iteration 30Q: 3 clusters Score -5737191 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -5737278.000000 Penalty: 5270.627930
	Iteration 31Q: 3 clusters Score -5737278 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -5737320.000000 Penalty: 5270.627930
	Iteration 32Q: 3 clusters Score -5737320 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -5737370.500000 Penalty: 5270.627930
	Iteration 33Q: 3 clusters Score -5737370 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -5737409.500000 Penalty: 5270.627930
	Iteration 34Q: 3 clusters Score -5737410 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -5737467.000000 Penalty: 5270.627930
	Iteration 35Q: 3 clusters Score -5737467 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -5737526.500000 Penalty: 5270.627930
	Iteration 36Q: 3 clusters Score -5737526 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5737560.500000 Penalty: 5270.627930
	Iteration 37Q: 3 clusters Score -5737560 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -5737595.000000 Penalty: 5270.627930
	Iteration 38Q: 3 clusters Score -5737595 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -5737650.500000 Penalty: 5270.627930
	Iteration 39Q: 3 clusters Score -5737650 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5737704.500000 Penalty: 5270.627930
	Iteration 40F: 3 clusters Score -5737704 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5737736.500000 Penalty: 5270.627930
	Iteration 41Q: 3 clusters Score -5737736 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5737786.000000 Penalty: 5270.627930
	Iteration 42Q: 3 clusters Score -5737786 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5737827.500000 Penalty: 5270.627930
	Iteration 43Q: 3 clusters Score -5737828 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5737858.500000 Penalty: 5270.627930
	Iteration 44Q: 3 clusters Score -5737858 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5737911.000000 Penalty: 5270.627930
	Iteration 45Q: 3 clusters Score -5737911 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5737957.000000 Penalty: 5270.627930
	Iteration 46Q: 3 clusters Score -5737957 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5737968.000000 Penalty: 5270.627930
	Iteration 47Q: 3 clusters Score -5737968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5738000.000000 Penalty: 5270.627930
	Iteration 48Q: 3 clusters Score -5738000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5738016.000000 Penalty: 5270.627930
	Iteration 49Q: 3 clusters Score -5738016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5738050.000000 Penalty: 5270.627930
	Iteration 50Q: 3 clusters Score -5738050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5738063.500000 Penalty: 5270.627930
	Iteration 51Q: 3 clusters Score -5738064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5738072.500000 Penalty: 5270.627930
	Iteration 52Q: 3 clusters Score -5738072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5738074.500000 Penalty: 5270.627930
	Iteration 53Q: 3 clusters Score -5738074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5738087.500000 Penalty: 5270.627930
	Iteration 54Q: 3 clusters Score -5738088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5738088.000000 Penalty: 5270.627930
	Iteration 55Q: 3 clusters Score -5738088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5738094.000000 Penalty: 5270.627930
	Iteration 56Q: 3 clusters Score -5738094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5738098.500000 Penalty: 5270.627930
	Iteration 57Q: 3 clusters Score -5738098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5738107.500000 Penalty: 5270.627930
	Iteration 58Q: 3 clusters Score -5738108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5738121.000000 Penalty: 5270.627930
	Iteration 59Q: 3 clusters Score -5738121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5738122.500000 Penalty: 5270.627930
	Iteration 60F: 3 clusters Score -5738122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5738125.500000 Penalty: 5270.627930
	Iteration 61Q: 3 clusters Score -5738126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5738132.000000 Penalty: 5270.627930
	Iteration 62Q: 3 clusters Score -5738132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5738131.000000 Penalty: 5270.627930
	Iteration 63Q: 3 clusters Score -5738131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5738147.500000 Penalty: 5270.627930
	Iteration 64Q: 3 clusters Score -5738148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5738151.500000 Penalty: 5270.627930
	Iteration 65Q: 3 clusters Score -5738152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5738144.000000 Penalty: 5270.627930
	Iteration 66Q: 3 clusters Score -5738144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5738148.000000 Penalty: 5270.627930
	Iteration 67Q: 3 clusters Score -5738148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5738154.500000 Penalty: 5270.627930
	Iteration 68Q: 3 clusters Score -5738154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5738160.000000 Penalty: 5270.627930
	Iteration 69Q: 3 clusters Score -5738160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5738165.500000 Penalty: 5270.627930
	Iteration 70Q: 3 clusters Score -5738166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5738168.000000 Penalty: 5270.627930
	Iteration 71Q: 3 clusters Score -5738168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5738176.500000 Penalty: 5270.627930
	Iteration 72Q: 3 clusters Score -5738176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5738183.500000 Penalty: 5270.627930
	Iteration 73Q: 3 clusters Score -5738184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5738179.500000 Penalty: 5270.627930
	Iteration 74Q: 3 clusters Score -5738180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5738188.500000 Penalty: 5270.627930
	Iteration 75Q: 3 clusters Score -5738188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5738188.500000 Penalty: 5270.627930
	Iteration 76Q: 3 clusters Score -5738188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5738193.000000 Penalty: 5270.627930
	Iteration 77Q: 3 clusters Score -5738193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5738192.000000 Penalty: 5270.627930
	Iteration 78Q: 3 clusters Score -5738192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5738191.500000 Penalty: 5270.627930
	Iteration 79Q: 3 clusters Score -5738192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5738191.000000 Penalty: 5270.627930
	Iteration 80F: 3 clusters Score -5738191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5738193.500000 Penalty: 5270.627930
	Iteration 81Q: 3 clusters Score -5738194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5738195.000000 Penalty: 5270.627930
	Iteration 82Q: 3 clusters Score -5738195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5738192.000000 Penalty: 5270.627930
	Iteration 83Q: 3 clusters Score -5738192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5738205.500000 Penalty: 5270.627930
	Iteration 84Q: 3 clusters Score -5738206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5738216.500000 Penalty: 5270.627930
	Iteration 85Q: 3 clusters Score -5738216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5738219.000000 Penalty: 5270.627930
	Iteration 86Q: 3 clusters Score -5738219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5738222.500000 Penalty: 5270.627930
	Iteration 87Q: 3 clusters Score -5738222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5738223.000000 Penalty: 5270.627930
	Iteration 88Q: 3 clusters Score -5738223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5738229.000000 Penalty: 5270.627930
	Iteration 89Q: 3 clusters Score -5738229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5738230.000000 Penalty: 5270.627930
	Iteration 90Q: 3 clusters Score -5738230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5738234.000000 Penalty: 5270.627930
	Iteration 91Q: 3 clusters Score -5738234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5738227.000000 Penalty: 5270.627930
	Iteration 92Q: 3 clusters Score -5738227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5738229.000000 Penalty: 5270.627930
	Iteration 93Q: 3 clusters Score -5738229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5738238.000000 Penalty: 5270.627930
	Iteration 94Q: 3 clusters Score -5738238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5738242.500000 Penalty: 5270.627930
	Iteration 95Q: 3 clusters Score -5738242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5738248.000000 Penalty: 5270.627930
	Iteration 96Q: 3 clusters Score -5738248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5738243.500000 Penalty: 5270.627930
	Iteration 97Q: 3 clusters Score -5738244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5738245.500000 Penalty: 5270.627930
	Iteration 98Q: 3 clusters Score -5738246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5738248.500000 Penalty: 5270.627930
	Iteration 99Q: 3 clusters Score -5738248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5738248.500000 Penalty: 5270.627930
	Iteration 100F: 3 clusters Score -5738248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176855 members 
Entering Unmasked Estep 
Score: -24332696.000000 Penalty: 2996.604980
	Iteration 0F: 2 clusters Score -2.43327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -24218778.000000 Penalty: 5993.209961
	Iteration 0F: 3 clusters Score -2.421878e+07 nChanged 84956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -24268418.000000 Penalty: 5993.209961
	Iteration 1F: 3 clusters Score -2.426842e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -24269158.000000 Penalty: 5993.209961
	Iteration 2Q: 3 clusters Score -2.426916e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -24269992.000000 Penalty: 5993.209961
	Iteration 3Q: 3 clusters Score -2.426999e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93732 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -24271256.000000 Penalty: 5993.209961
	Iteration 4Q: 3 clusters Score -2.427126e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -24273022.000000 Penalty: 5993.209961
	Iteration 5Q: 3 clusters Score -2.427302e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100298 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -24275910.000000 Penalty: 5993.209961
	Iteration 6Q: 3 clusters Score -2.427591e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105674 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -24280070.000000 Penalty: 5993.209961
	Iteration 7Q: 3 clusters Score -2.428007e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 64220 members 
Entering Unmasked Estep 
Score: -24286572.000000 Penalty: 5993.209961
	Iteration 8F: 3 clusters Score -2.428657e+07 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -24295358.000000 Penalty: 5993.209961
	Iteration 9F: 3 clusters Score -2.429536e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128264 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -24304384.000000 Penalty: 5993.209961
	Iteration 10F: 3 clusters Score -2.430438e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134021 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -24312056.000000 Penalty: 5993.209961
	Iteration 11F: 3 clusters Score -2.431206e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138131 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -24316660.000000 Penalty: 5993.209961
	Iteration 12Q: 3 clusters Score -2.431666e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141315 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -24319290.000000 Penalty: 5993.209961
	Iteration 13Q: 3 clusters Score -2.431929e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143878 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -24320710.000000 Penalty: 5993.209961
	Iteration 14Q: 3 clusters Score -2.432071e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146280 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -24321620.000000 Penalty: 5993.209961
	Iteration 15Q: 3 clusters Score -2.432162e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148545 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -24322382.000000 Penalty: 5993.209961
	Iteration 16Q: 3 clusters Score -2.432238e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -24322980.000000 Penalty: 5993.209961
	Iteration 17Q: 3 clusters Score -2.432298e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152587 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -24323558.000000 Penalty: 5993.209961
	Iteration 18Q: 3 clusters Score -2.432356e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154467 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -24324188.000000 Penalty: 5993.209961
	Iteration 19Q: 3 clusters Score -2.432419e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156198 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -24324628.000000 Penalty: 5993.209961
	Iteration 20F: 3 clusters Score -2.432463e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157854 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -24325100.000000 Penalty: 5993.209961
	Iteration 21Q: 3 clusters Score -2.43251e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159398 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -24325602.000000 Penalty: 5993.209961
	Iteration 22Q: 3 clusters Score -2.43256e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160820 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -24326030.000000 Penalty: 5993.209961
	Iteration 23Q: 3 clusters Score -2.432603e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162183 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -24326554.000000 Penalty: 5993.209961
	Iteration 24Q: 3 clusters Score -2.432655e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163436 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -24326992.000000 Penalty: 5993.209961
	Iteration 25Q: 3 clusters Score -2.432699e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164533 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -24327516.000000 Penalty: 5993.209961
	Iteration 26Q: 3 clusters Score -2.432752e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165474 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -24327810.000000 Penalty: 5993.209961
	Iteration 27Q: 3 clusters Score -2.432781e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166305 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -24328124.000000 Penalty: 5993.209961
	Iteration 28Q: 3 clusters Score -2.432812e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167056 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -24328380.000000 Penalty: 5993.209961
	Iteration 29Q: 3 clusters Score -2.432838e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167746 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -24328658.000000 Penalty: 5993.209961
	Iteration 30Q: 3 clusters Score -2.432866e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168332 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -24328920.000000 Penalty: 5993.209961
	Iteration 31Q: 3 clusters Score -2.432892e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168787 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -24329180.000000 Penalty: 5993.209961
	Iteration 32Q: 3 clusters Score -2.432918e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169198 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -24329472.000000 Penalty: 5993.209961
	Iteration 33Q: 3 clusters Score -2.432947e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -24329708.000000 Penalty: 5993.209961
	Iteration 34Q: 3 clusters Score -2.432971e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169789 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -24329784.000000 Penalty: 5993.209961
	Iteration 35Q: 3 clusters Score -2.432978e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170017 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -24329888.000000 Penalty: 5993.209961
	Iteration 36Q: 3 clusters Score -2.432989e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170221 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -24329926.000000 Penalty: 5993.209961
	Iteration 37Q: 3 clusters Score -2.432993e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170420 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -24329956.000000 Penalty: 5993.209961
	Iteration 38Q: 3 clusters Score -2.432996e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170556 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -24330078.000000 Penalty: 5993.209961
	Iteration 39Q: 3 clusters Score -2.433008e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170677 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -24330082.000000 Penalty: 5993.209961
	Iteration 40F: 3 clusters Score -2.433008e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170791 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -24330062.000000 Penalty: 5993.209961
	Iteration 41Q: 3 clusters Score -2.433006e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170869 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -24330064.000000 Penalty: 5993.209961
	Iteration 42Q: 3 clusters Score -2.433006e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170930 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -24330054.000000 Penalty: 5993.209961
	Iteration 43Q: 3 clusters Score -2.433005e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170979 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -24330054.000000 Penalty: 5993.209961
	Iteration 44Q: 3 clusters Score -2.433005e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171033 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -24330076.000000 Penalty: 5993.209961
	Iteration 45Q: 3 clusters Score -2.433008e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171091 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -24330088.000000 Penalty: 5993.209961
	Iteration 46Q: 3 clusters Score -2.433009e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171132 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -24330082.000000 Penalty: 5993.209961
	Iteration 47Q: 3 clusters Score -2.433008e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171170 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -24330068.000000 Penalty: 5993.209961
	Iteration 48Q: 3 clusters Score -2.433007e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171186 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -24330062.000000 Penalty: 5993.209961
	Iteration 49Q: 3 clusters Score -2.433006e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171207 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -24330078.000000 Penalty: 5993.209961
	Iteration 50Q: 3 clusters Score -2.433008e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171233 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -24330098.000000 Penalty: 5993.209961
	Iteration 51Q: 3 clusters Score -2.43301e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171252 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -24330102.000000 Penalty: 5993.209961
	Iteration 52Q: 3 clusters Score -2.43301e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171265 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -24330114.000000 Penalty: 5993.209961
	Iteration 53Q: 3 clusters Score -2.433011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171279 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -24330116.000000 Penalty: 5993.209961
	Iteration 54Q: 3 clusters Score -2.433012e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171291 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -24330102.000000 Penalty: 5993.209961
	Iteration 55Q: 3 clusters Score -2.43301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171296 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -24330100.000000 Penalty: 5993.209961
	Iteration 56Q: 3 clusters Score -2.43301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171303 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -24330092.000000 Penalty: 5993.209961
	Iteration 57Q: 3 clusters Score -2.433009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171311 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -24330094.000000 Penalty: 5993.209961
	Iteration 58Q: 3 clusters Score -2.433009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171311 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -24330078.000000 Penalty: 5993.209961
	Iteration 59Q: 3 clusters Score -2.433008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171318 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -24330092.000000 Penalty: 5993.209961
	Iteration 60F: 3 clusters Score -2.433009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171323 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -24330098.000000 Penalty: 5993.209961
	Iteration 61Q: 3 clusters Score -2.43301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171332 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -24330110.000000 Penalty: 5993.209961
	Iteration 62Q: 3 clusters Score -2.433011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171334 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -24330124.000000 Penalty: 5993.209961
	Iteration 63Q: 3 clusters Score -2.433012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171338 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -24330130.000000 Penalty: 5993.209961
	Iteration 64Q: 3 clusters Score -2.433013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171346 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -24330122.000000 Penalty: 5993.209961
	Iteration 65Q: 3 clusters Score -2.433012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171352 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -24330106.000000 Penalty: 5993.209961
	Iteration 66Q: 3 clusters Score -2.433011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171353 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -24330116.000000 Penalty: 5993.209961
	Iteration 67Q: 3 clusters Score -2.433012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171356 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -24330136.000000 Penalty: 5993.209961
	Iteration 68Q: 3 clusters Score -2.433014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171362 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -24330134.000000 Penalty: 5993.209961
	Iteration 69Q: 3 clusters Score -2.433013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171368 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -24330110.000000 Penalty: 5993.209961
	Iteration 70Q: 3 clusters Score -2.433011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171370 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -24330116.000000 Penalty: 5993.209961
	Iteration 71Q: 3 clusters Score -2.433012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171369 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -24330114.000000 Penalty: 5993.209961
	Iteration 72Q: 3 clusters Score -2.433011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171370 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -24330118.000000 Penalty: 5993.209961
	Iteration 73Q: 3 clusters Score -2.433012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -24330104.000000 Penalty: 5993.209961
	Iteration 74Q: 3 clusters Score -2.43301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171372 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -24330110.000000 Penalty: 5993.209961
	Iteration 75Q: 3 clusters Score -2.433011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171372 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -24330110.000000 Penalty: 5993.209961
	Iteration 76F: 3 clusters Score -2.433011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -102035.789062 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -102035.8 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 413 members 
Entering Unmasked Estep 
Score: -100311.375000 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -100311.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100727.734375 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -100727.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100956.539062 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -100956.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101191.250000 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -101191.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101372.335938 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -101372.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101491.382812 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -101491.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101578.234375 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -101578.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101643.500000 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -101643.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101681.242188 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -101681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101689.312500 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -101689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101691.421875 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -101691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101694.460938 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -101694.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101694.460938 Penalty: 3343.883545
	Iteration 12F: 3 clusters Score -101694.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -513347.468750 Penalty: 2050.136230
	Iteration 0F: 2 clusters Score -513347.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -509523.781250 Penalty: 4100.272461
	Iteration 0F: 3 clusters Score -509523.8 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -510358.687500 Penalty: 4100.272461
	Iteration 1F: 3 clusters Score -510358.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -510557.187500 Penalty: 4100.272461
	Iteration 2F: 3 clusters Score -510557.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -510700.906250 Penalty: 4100.272461
	Iteration 3F: 3 clusters Score -510700.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -510812.125000 Penalty: 4100.272461
	Iteration 4Q: 3 clusters Score -510812.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -510908.937500 Penalty: 4100.272461
	Iteration 5Q: 3 clusters Score -510908.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -511001.562500 Penalty: 4100.272461
	Iteration 6Q: 3 clusters Score -511001.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -511069.375000 Penalty: 4100.272461
	Iteration 7Q: 3 clusters Score -511069.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -511150.437500 Penalty: 4100.272461
	Iteration 8Q: 3 clusters Score -511150.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -511244.000000 Penalty: 4100.272461
	Iteration 9Q: 3 clusters Score -511244 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -511341.156250 Penalty: 4100.272461
	Iteration 10Q: 3 clusters Score -511341.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -511422.656250 Penalty: 4100.272461
	Iteration 11Q: 3 clusters Score -511422.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -511509.562500 Penalty: 4100.272461
	Iteration 12Q: 3 clusters Score -511509.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -511593.218750 Penalty: 4100.272461
	Iteration 13Q: 3 clusters Score -511593.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -511649.843750 Penalty: 4100.272461
	Iteration 14Q: 3 clusters Score -511649.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -511696.437500 Penalty: 4100.272461
	Iteration 15Q: 3 clusters Score -511696.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -511736.437500 Penalty: 4100.272461
	Iteration 16Q: 3 clusters Score -511736.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -511764.187500 Penalty: 4100.272461
	Iteration 17Q: 3 clusters Score -511764.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -511788.750000 Penalty: 4100.272461
	Iteration 18Q: 3 clusters Score -511788.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -511805.375000 Penalty: 4100.272461
	Iteration 19Q: 3 clusters Score -511805.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -511821.031250 Penalty: 4100.272461
	Iteration 20F: 3 clusters Score -511821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -511837.843750 Penalty: 4100.272461
	Iteration 21Q: 3 clusters Score -511837.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -511847.781250 Penalty: 4100.272461
	Iteration 22Q: 3 clusters Score -511847.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -511856.875000 Penalty: 4100.272461
	Iteration 23Q: 3 clusters Score -511856.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -511865.375000 Penalty: 4100.272461
	Iteration 24Q: 3 clusters Score -511865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -511869.562500 Penalty: 4100.272461
	Iteration 25Q: 3 clusters Score -511869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -511872.250000 Penalty: 4100.272461
	Iteration 26Q: 3 clusters Score -511872.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -511873.687500 Penalty: 4100.272461
	Iteration 27Q: 3 clusters Score -511873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -511875.750000 Penalty: 4100.272461
	Iteration 28Q: 3 clusters Score -511875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -511877.781250 Penalty: 4100.272461
	Iteration 29Q: 3 clusters Score -511877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -511879.593750 Penalty: 4100.272461
	Iteration 30Q: 3 clusters Score -511879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -511878.906250 Penalty: 4100.272461
	Iteration 31Q: 3 clusters Score -511878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -511878.906250 Penalty: 4100.272461
	Iteration 32F: 3 clusters Score -511878.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -66400.015625 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -66400.02 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 268 members 
Entering Unmasked Estep 
Score: -64877.601562 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -64877.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65124.367188 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -65124.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65196.437500 Penalty: 3116.004150
	Iteration 2Q: 3 clusters Score -65196.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65222.777344 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -65222.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65253.648438 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -65253.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65296.660156 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -65296.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65369.214844 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -65369.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65449.566406 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -65449.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65470.296875 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -65470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65491.398438 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -65491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65507.160156 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -65507.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -65523.281250 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -65523.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65544.945312 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -65544.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65565.570312 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -65565.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65655.429688 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -65655.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65843.148438 Penalty: 3116.004150
	Iteration 15Q: 3 clusters Score -65843.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65963.484375 Penalty: 3116.004150
	Iteration 16Q: 3 clusters Score -65963.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65972.812500 Penalty: 3116.004150
	Iteration 17Q: 3 clusters Score -65972.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65974.460938 Penalty: 3116.004150
	Iteration 18Q: 3 clusters Score -65974.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65979.531250 Penalty: 3116.004150
	Iteration 19Q: 3 clusters Score -65979.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65982.632812 Penalty: 3116.004150
	Iteration 20F: 3 clusters Score -65982.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65986.375000 Penalty: 3116.004150
	Iteration 21Q: 3 clusters Score -65986.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65990.960938 Penalty: 3116.004150
	Iteration 22Q: 3 clusters Score -65990.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65994.398438 Penalty: 3116.004150
	Iteration 23Q: 3 clusters Score -65994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65994.398438 Penalty: 3116.004150
	Iteration 24F: 3 clusters Score -65994.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Entering Unmasked Estep 
Score: -7373369.500000 Penalty: 2705.753174
	Iteration 0F: 2 clusters Score -7373370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -7336736.000000 Penalty: 5411.506348
	Iteration 0F: 3 clusters Score -7336736 nChanged 25224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -7350653.000000 Penalty: 5411.506348
	Iteration 1F: 3 clusters Score -7350653 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -7351189.000000 Penalty: 5411.506348
	Iteration 2Q: 3 clusters Score -7351189 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -7351813.500000 Penalty: 5411.506348
	Iteration 3Q: 3 clusters Score -7351814 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -7352390.500000 Penalty: 5411.506348
	Iteration 4Q: 3 clusters Score -7352390 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -7353117.000000 Penalty: 5411.506348
	Iteration 5Q: 3 clusters Score -7353117 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -7353929.000000 Penalty: 5411.506348
	Iteration 6Q: 3 clusters Score -7353929 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -7354890.500000 Penalty: 5411.506348
	Iteration 7Q: 3 clusters Score -7354890 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -7356122.000000 Penalty: 5411.506348
	Iteration 8Q: 3 clusters Score -7356122 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -7357529.500000 Penalty: 5411.506348
	Iteration 9F: 3 clusters Score -7357530 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -7358909.000000 Penalty: 5411.506348
	Iteration 10Q: 3 clusters Score -7358909 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -7360146.500000 Penalty: 5411.506348
	Iteration 11Q: 3 clusters Score -7360146 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -7360976.000000 Penalty: 5411.506348
	Iteration 12Q: 3 clusters Score -7360976 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -7361549.500000 Penalty: 5411.506348
	Iteration 13Q: 3 clusters Score -7361550 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -7361979.000000 Penalty: 5411.506348
	Iteration 14Q: 3 clusters Score -7361979 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -7362368.000000 Penalty: 5411.506348
	Iteration 15Q: 3 clusters Score -7362368 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -7362718.000000 Penalty: 5411.506348
	Iteration 16Q: 3 clusters Score -7362718 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -7363019.500000 Penalty: 5411.506348
	Iteration 17Q: 3 clusters Score -7363020 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -7363293.500000 Penalty: 5411.506348
	Iteration 18Q: 3 clusters Score -7363294 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -7363603.500000 Penalty: 5411.506348
	Iteration 19Q: 3 clusters Score -7363604 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -7363869.500000 Penalty: 5411.506348
	Iteration 20F: 3 clusters Score -7363870 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -7364127.500000 Penalty: 5411.506348
	Iteration 21Q: 3 clusters Score -7364128 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -7364395.000000 Penalty: 5411.506348
	Iteration 22Q: 3 clusters Score -7364395 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -7364648.500000 Penalty: 5411.506348
	Iteration 23Q: 3 clusters Score -7364648 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -7364908.500000 Penalty: 5411.506348
	Iteration 24Q: 3 clusters Score -7364908 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -7365231.000000 Penalty: 5411.506348
	Iteration 25Q: 3 clusters Score -7365231 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -7365622.500000 Penalty: 5411.506348
	Iteration 26Q: 3 clusters Score -7365622 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -7366032.500000 Penalty: 5411.506348
	Iteration 27Q: 3 clusters Score -7366032 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -7366425.500000 Penalty: 5411.506348
	Iteration 28Q: 3 clusters Score -7366426 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -7366820.000000 Penalty: 5411.506348
	Iteration 29Q: 3 clusters Score -7366820 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -7367227.000000 Penalty: 5411.506348
	Iteration 30Q: 3 clusters Score -7367227 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -7367604.000000 Penalty: 5411.506348
	Iteration 31Q: 3 clusters Score -7367604 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -7367962.500000 Penalty: 5411.506348
	Iteration 32Q: 3 clusters Score -7367962 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -7368258.000000 Penalty: 5411.506348
	Iteration 33Q: 3 clusters Score -7368258 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -7368595.000000 Penalty: 5411.506348
	Iteration 34Q: 3 clusters Score -7368595 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -7368894.000000 Penalty: 5411.506348
	Iteration 35Q: 3 clusters Score -7368894 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -7369148.500000 Penalty: 5411.506348
	Iteration 36Q: 3 clusters Score -7369148 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -7369370.000000 Penalty: 5411.506348
	Iteration 37Q: 3 clusters Score -7369370 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -7369569.000000 Penalty: 5411.506348
	Iteration 38Q: 3 clusters Score -7369569 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -7369758.000000 Penalty: 5411.506348
	Iteration 39Q: 3 clusters Score -7369758 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -7369915.000000 Penalty: 5411.506348
	Iteration 40F: 3 clusters Score -7369915 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -7370077.000000 Penalty: 5411.506348
	Iteration 41Q: 3 clusters Score -7370077 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -7370197.500000 Penalty: 5411.506348
	Iteration 42Q: 3 clusters Score -7370198 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -7370308.000000 Penalty: 5411.506348
	Iteration 43Q: 3 clusters Score -7370308 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -7370409.000000 Penalty: 5411.506348
	Iteration 44Q: 3 clusters Score -7370409 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -7370509.000000 Penalty: 5411.506348
	Iteration 45Q: 3 clusters Score -7370509 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -7370630.000000 Penalty: 5411.506348
	Iteration 46Q: 3 clusters Score -7370630 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -7370743.500000 Penalty: 5411.506348
	Iteration 47Q: 3 clusters Score -7370744 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -7370798.500000 Penalty: 5411.506348
	Iteration 48Q: 3 clusters Score -7370798 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -7370851.500000 Penalty: 5411.506348
	Iteration 49Q: 3 clusters Score -7370852 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -7370906.500000 Penalty: 5411.506348
	Iteration 50Q: 3 clusters Score -7370906 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -7370958.000000 Penalty: 5411.506348
	Iteration 51Q: 3 clusters Score -7370958 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -7370986.000000 Penalty: 5411.506348
	Iteration 52Q: 3 clusters Score -7370986 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -7370989.500000 Penalty: 5411.506348
	Iteration 53Q: 3 clusters Score -7370990 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7371004.000000 Penalty: 5411.506348
	Iteration 54Q: 3 clusters Score -7371004 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -7371014.500000 Penalty: 5411.506348
	Iteration 55Q: 3 clusters Score -7371014 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -7371038.500000 Penalty: 5411.506348
	Iteration 56Q: 3 clusters Score -7371038 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -7371064.000000 Penalty: 5411.506348
	Iteration 57Q: 3 clusters Score -7371064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -7371080.500000 Penalty: 5411.506348
	Iteration 58Q: 3 clusters Score -7371080 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7371089.500000 Penalty: 5411.506348
	Iteration 59Q: 3 clusters Score -7371090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7371117.500000 Penalty: 5411.506348
	Iteration 60F: 3 clusters Score -7371118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -7371121.500000 Penalty: 5411.506348
	Iteration 61Q: 3 clusters Score -7371122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7371125.500000 Penalty: 5411.506348
	Iteration 62Q: 3 clusters Score -7371126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7371135.500000 Penalty: 5411.506348
	Iteration 63Q: 3 clusters Score -7371136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -7371148.000000 Penalty: 5411.506348
	Iteration 64Q: 3 clusters Score -7371148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -7371157.000000 Penalty: 5411.506348
	Iteration 65Q: 3 clusters Score -7371157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -7371155.000000 Penalty: 5411.506348
	Iteration 66Q: 3 clusters Score -7371155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7371157.000000 Penalty: 5411.506348
	Iteration 67Q: 3 clusters Score -7371157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -7371152.000000 Penalty: 5411.506348
	Iteration 68Q: 3 clusters Score -7371152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -7371167.000000 Penalty: 5411.506348
	Iteration 69Q: 3 clusters Score -7371167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -7371169.500000 Penalty: 5411.506348
	Iteration 70Q: 3 clusters Score -7371170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -7371174.000000 Penalty: 5411.506348
	Iteration 71Q: 3 clusters Score -7371174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7371185.000000 Penalty: 5411.506348
	Iteration 72Q: 3 clusters Score -7371185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7371189.500000 Penalty: 5411.506348
	Iteration 73Q: 3 clusters Score -7371190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -7371199.500000 Penalty: 5411.506348
	Iteration 74Q: 3 clusters Score -7371200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7371205.000000 Penalty: 5411.506348
	Iteration 75Q: 3 clusters Score -7371205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7371212.000000 Penalty: 5411.506348
	Iteration 76Q: 3 clusters Score -7371212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -7371217.000000 Penalty: 5411.506348
	Iteration 77Q: 3 clusters Score -7371217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7371227.000000 Penalty: 5411.506348
	Iteration 78Q: 3 clusters Score -7371227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7371240.500000 Penalty: 5411.506348
	Iteration 79Q: 3 clusters Score -7371240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7371236.500000 Penalty: 5411.506348
	Iteration 80F: 3 clusters Score -7371236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7371241.500000 Penalty: 5411.506348
	Iteration 81Q: 3 clusters Score -7371242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -7371244.500000 Penalty: 5411.506348
	Iteration 82Q: 3 clusters Score -7371244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -7371253.500000 Penalty: 5411.506348
	Iteration 83Q: 3 clusters Score -7371254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7371250.000000 Penalty: 5411.506348
	Iteration 84Q: 3 clusters Score -7371250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7371250.000000 Penalty: 5411.506348
	Iteration 85Q: 3 clusters Score -7371250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -7371245.500000 Penalty: 5411.506348
	Iteration 86Q: 3 clusters Score -7371246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7371253.500000 Penalty: 5411.506348
	Iteration 87Q: 3 clusters Score -7371254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -7371249.500000 Penalty: 5411.506348
	Iteration 88Q: 3 clusters Score -7371250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7371253.500000 Penalty: 5411.506348
	Iteration 89Q: 3 clusters Score -7371254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -7371247.000000 Penalty: 5411.506348
	Iteration 90Q: 3 clusters Score -7371247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7371252.000000 Penalty: 5411.506348
	Iteration 91Q: 3 clusters Score -7371252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -7371252.000000 Penalty: 5411.506348
	Iteration 92Q: 3 clusters Score -7371252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -7371250.500000 Penalty: 5411.506348
	Iteration 93Q: 3 clusters Score -7371250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -7371261.000000 Penalty: 5411.506348
	Iteration 94Q: 3 clusters Score -7371261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -7371247.000000 Penalty: 5411.506348
	Iteration 95Q: 3 clusters Score -7371247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -7371256.000000 Penalty: 5411.506348
	Iteration 96Q: 3 clusters Score -7371256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7371253.000000 Penalty: 5411.506348
	Iteration 97Q: 3 clusters Score -7371253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7371248.500000 Penalty: 5411.506348
	Iteration 98Q: 3 clusters Score -7371248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7371263.000000 Penalty: 5411.506348
	Iteration 99Q: 3 clusters Score -7371263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7371265.000000 Penalty: 5411.506348
	Iteration 100F: 3 clusters Score -7371265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7371268.000000 Penalty: 5411.506348
	Iteration 101Q: 3 clusters Score -7371268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7371269.000000 Penalty: 5411.506348
	Iteration 102Q: 3 clusters Score -7371269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -7371274.000000 Penalty: 5411.506348
	Iteration 103Q: 3 clusters Score -7371274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7371282.500000 Penalty: 5411.506348
	Iteration 104Q: 3 clusters Score -7371282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -7371279.000000 Penalty: 5411.506348
	Iteration 105Q: 3 clusters Score -7371279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7371281.500000 Penalty: 5411.506348
	Iteration 106Q: 3 clusters Score -7371282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -7371274.500000 Penalty: 5411.506348
	Iteration 107Q: 3 clusters Score -7371274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -7371277.500000 Penalty: 5411.506348
	Iteration 108Q: 3 clusters Score -7371278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7371297.500000 Penalty: 5411.506348
	Iteration 109Q: 3 clusters Score -7371298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -7371294.500000 Penalty: 5411.506348
	Iteration 110Q: 3 clusters Score -7371294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7371284.000000 Penalty: 5411.506348
	Iteration 111Q: 3 clusters Score -7371284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7371284.000000 Penalty: 5411.506348
	Iteration 112Q: 3 clusters Score -7371284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7371282.000000 Penalty: 5411.506348
	Iteration 113Q: 3 clusters Score -7371282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7371280.500000 Penalty: 5411.506348
	Iteration 114Q: 3 clusters Score -7371280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -7371293.000000 Penalty: 5411.506348
	Iteration 115Q: 3 clusters Score -7371293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7371288.500000 Penalty: 5411.506348
	Iteration 116Q: 3 clusters Score -7371288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7371276.500000 Penalty: 5411.506348
	Iteration 117Q: 3 clusters Score -7371276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -7371282.000000 Penalty: 5411.506348
	Iteration 118Q: 3 clusters Score -7371282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7371289.500000 Penalty: 5411.506348
	Iteration 119Q: 3 clusters Score -7371290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7371285.500000 Penalty: 5411.506348
	Iteration 120F: 3 clusters Score -7371286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -7371294.000000 Penalty: 5411.506348
	Iteration 121Q: 3 clusters Score -7371294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7371296.000000 Penalty: 5411.506348
	Iteration 122Q: 3 clusters Score -7371296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7371288.500000 Penalty: 5411.506348
	Iteration 123Q: 3 clusters Score -7371288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7371292.500000 Penalty: 5411.506348
	Iteration 124Q: 3 clusters Score -7371292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7371288.500000 Penalty: 5411.506348
	Iteration 125Q: 3 clusters Score -7371288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7371288.500000 Penalty: 5411.506348
	Iteration 126Q: 3 clusters Score -7371288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7371293.500000 Penalty: 5411.506348
	Iteration 127Q: 3 clusters Score -7371294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -7371291.000000 Penalty: 5411.506348
	Iteration 128Q: 3 clusters Score -7371291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7371289.000000 Penalty: 5411.506348
	Iteration 129Q: 3 clusters Score -7371289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -7371290.500000 Penalty: 5411.506348
	Iteration 130Q: 3 clusters Score -7371290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7371295.000000 Penalty: 5411.506348
	Iteration 131Q: 3 clusters Score -7371295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7371302.500000 Penalty: 5411.506348
	Iteration 132Q: 3 clusters Score -7371302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7371299.000000 Penalty: 5411.506348
	Iteration 133Q: 3 clusters Score -7371299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7371305.000000 Penalty: 5411.506348
	Iteration 134Q: 3 clusters Score -7371305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -7371303.000000 Penalty: 5411.506348
	Iteration 135Q: 3 clusters Score -7371303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7371303.000000 Penalty: 5411.506348
	Iteration 136Q: 3 clusters Score -7371303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -7371311.500000 Penalty: 5411.506348
	Iteration 137Q: 3 clusters Score -7371312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7371310.000000 Penalty: 5411.506348
	Iteration 138Q: 3 clusters Score -7371310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -7371301.000000 Penalty: 5411.506348
	Iteration 139Q: 3 clusters Score -7371301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7371302.000000 Penalty: 5411.506348
	Iteration 140F: 3 clusters Score -7371302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -7371305.000000 Penalty: 5411.506348
	Iteration 141Q: 3 clusters Score -7371305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7371309.500000 Penalty: 5411.506348
	Iteration 142Q: 3 clusters Score -7371310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7371309.500000 Penalty: 5411.506348
	Iteration 143F: 3 clusters Score -7371310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -153834.093750 Penalty: 1760.397217
	Iteration 0F: 2 clusters Score -153834.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151788.203125 Penalty: 3520.794434
	Iteration 0F: 3 clusters Score -151788.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152152.328125 Penalty: 3520.794434
	Iteration 1F: 3 clusters Score -152152.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -152341.093750 Penalty: 3520.794434
	Iteration 2F: 3 clusters Score -152341.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -152568.671875 Penalty: 3520.794434
	Iteration 3Q: 3 clusters Score -152568.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152709.968750 Penalty: 3520.794434
	Iteration 4F: 3 clusters Score -152710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -152815.984375 Penalty: 3520.794434
	Iteration 5F: 3 clusters Score -152816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -152923.937500 Penalty: 3520.794434
	Iteration 6Q: 3 clusters Score -152923.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -153045.796875 Penalty: 3520.794434
	Iteration 7Q: 3 clusters Score -153045.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -153124.515625 Penalty: 3520.794434
	Iteration 8Q: 3 clusters Score -153124.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -153159.171875 Penalty: 3520.794434
	Iteration 9Q: 3 clusters Score -153159.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -153187.109375 Penalty: 3520.794434
	Iteration 10Q: 3 clusters Score -153187.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -153207.562500 Penalty: 3520.794434
	Iteration 11Q: 3 clusters Score -153207.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -153219.265625 Penalty: 3520.794434
	Iteration 12Q: 3 clusters Score -153219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -153235.000000 Penalty: 3520.794434
	Iteration 13Q: 3 clusters Score -153235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -153242.296875 Penalty: 3520.794434
	Iteration 14Q: 3 clusters Score -153242.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -153247.968750 Penalty: 3520.794434
	Iteration 15Q: 3 clusters Score -153248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -153248.640625 Penalty: 3520.794434
	Iteration 16Q: 3 clusters Score -153248.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -153248.640625 Penalty: 3520.794434
	Iteration 17F: 3 clusters Score -153248.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (156496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156496 members 
Entering Unmasked Estep 
Score: -21593938.000000 Penalty: 2966.274902
	Iteration 0F: 2 clusters Score -2.159394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -21490588.000000 Penalty: 5932.549805
	Iteration 0F: 3 clusters Score -2.149059e+07 nChanged 74760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 81801 members 
Entering Unmasked Estep 
Score: -21534896.000000 Penalty: 5932.549805
	Iteration 1F: 3 clusters Score -2.15349e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -21536134.000000 Penalty: 5932.549805
	Iteration 2Q: 3 clusters Score -2.153613e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69984 members 
Mstep: Class 2 contains 86512 members 
Entering Unmasked Estep 
Score: -21537598.000000 Penalty: 5932.549805
	Iteration 3Q: 3 clusters Score -2.15376e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -21540170.000000 Penalty: 5932.549805
	Iteration 4Q: 3 clusters Score -2.154017e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -21543868.000000 Penalty: 5932.549805
	Iteration 5Q: 3 clusters Score -2.154387e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 104043 members 
Entering Unmasked Estep 
Score: -21549332.000000 Penalty: 5932.549805
	Iteration 6F: 3 clusters Score -2.154933e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 113590 members 
Entering Unmasked Estep 
Score: -21556878.000000 Penalty: 5932.549805
	Iteration 7F: 3 clusters Score -2.155688e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 124003 members 
Entering Unmasked Estep 
Score: -21565784.000000 Penalty: 5932.549805
	Iteration 8F: 3 clusters Score -2.156578e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 133629 members 
Entering Unmasked Estep 
Score: -21574646.000000 Penalty: 5932.549805
	Iteration 9F: 3 clusters Score -2.157465e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 140901 members 
Entering Unmasked Estep 
Score: -21580844.000000 Penalty: 5932.549805
	Iteration 10Q: 3 clusters Score -2.158084e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 145831 members 
Entering Unmasked Estep 
Score: -21584658.000000 Penalty: 5932.549805
	Iteration 11Q: 3 clusters Score -2.158466e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 149186 members 
Entering Unmasked Estep 
Score: -21587184.000000 Penalty: 5932.549805
	Iteration 12Q: 3 clusters Score -2.158718e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -21588624.000000 Penalty: 5932.549805
	Iteration 13Q: 3 clusters Score -2.158862e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
Score: -21589642.000000 Penalty: 5932.549805
	Iteration 14Q: 3 clusters Score -2.158964e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 153935 members 
Entering Unmasked Estep 
Score: -21590346.000000 Penalty: 5932.549805
	Iteration 15Q: 3 clusters Score -2.159035e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 154549 members 
Entering Unmasked Estep 
Score: -21590736.000000 Penalty: 5932.549805
	Iteration 16Q: 3 clusters Score -2.159074e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -21590994.000000 Penalty: 5932.549805
	Iteration 17Q: 3 clusters Score -2.159099e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -21591162.000000 Penalty: 5932.549805
	Iteration 18Q: 3 clusters Score -2.159116e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 155344 members 
Entering Unmasked Estep 
Score: -21591202.000000 Penalty: 5932.549805
	Iteration 19Q: 3 clusters Score -2.15912e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 155449 members 
Entering Unmasked Estep 
Score: -21591294.000000 Penalty: 5932.549805
	Iteration 20F: 3 clusters Score -2.159129e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 155523 members 
Entering Unmasked Estep 
Score: -21591328.000000 Penalty: 5932.549805
	Iteration 21Q: 3 clusters Score -2.159133e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 155575 members 
Entering Unmasked Estep 
Score: -21591384.000000 Penalty: 5932.549805
	Iteration 22Q: 3 clusters Score -2.159138e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 155618 members 
Entering Unmasked Estep 
Score: -21591410.000000 Penalty: 5932.549805
	Iteration 23Q: 3 clusters Score -2.159141e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -21591458.000000 Penalty: 5932.549805
	Iteration 24Q: 3 clusters Score -2.159146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 155685 members 
Entering Unmasked Estep 
Score: -21591460.000000 Penalty: 5932.549805
	Iteration 25Q: 3 clusters Score -2.159146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 155703 members 
Entering Unmasked Estep 
Score: -21591478.000000 Penalty: 5932.549805
	Iteration 26Q: 3 clusters Score -2.159148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 155712 members 
Entering Unmasked Estep 
Score: -21591492.000000 Penalty: 5932.549805
	Iteration 27Q: 3 clusters Score -2.159149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 155721 members 
Entering Unmasked Estep 
Score: -21591488.000000 Penalty: 5932.549805
	Iteration 28Q: 3 clusters Score -2.159149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 155733 members 
Entering Unmasked Estep 
Score: -21591506.000000 Penalty: 5932.549805
	Iteration 29Q: 3 clusters Score -2.159151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 155737 members 
Entering Unmasked Estep 
Score: -21591502.000000 Penalty: 5932.549805
	Iteration 30Q: 3 clusters Score -2.15915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 155745 members 
Entering Unmasked Estep 
Score: -21591508.000000 Penalty: 5932.549805
	Iteration 31Q: 3 clusters Score -2.159151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 155754 members 
Entering Unmasked Estep 
Score: -21591512.000000 Penalty: 5932.549805
	Iteration 32Q: 3 clusters Score -2.159151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 155763 members 
Entering Unmasked Estep 
Score: -21591528.000000 Penalty: 5932.549805
	Iteration 33Q: 3 clusters Score -2.159153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 155772 members 
Entering Unmasked Estep 
Score: -21591530.000000 Penalty: 5932.549805
	Iteration 34Q: 3 clusters Score -2.159153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 155778 members 
Entering Unmasked Estep 
Score: -21591532.000000 Penalty: 5932.549805
	Iteration 35Q: 3 clusters Score -2.159153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 155786 members 
Entering Unmasked Estep 
Score: -21591556.000000 Penalty: 5932.549805
	Iteration 36Q: 3 clusters Score -2.159156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -21591540.000000 Penalty: 5932.549805
	Iteration 37Q: 3 clusters Score -2.159154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 155794 members 
Entering Unmasked Estep 
Score: -21591542.000000 Penalty: 5932.549805
	Iteration 38Q: 3 clusters Score -2.159154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 155797 members 
Entering Unmasked Estep 
Score: -21591546.000000 Penalty: 5932.549805
	Iteration 39Q: 3 clusters Score -2.159155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 155799 members 
Entering Unmasked Estep 
Score: -21591546.000000 Penalty: 5932.549805
	Iteration 40F: 3 clusters Score -2.159155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 155799 members 
Entering Unmasked Estep 
Score: -21591550.000000 Penalty: 5932.549805
	Iteration 41Q: 3 clusters Score -2.159155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 155799 members 
Entering Unmasked Estep 
Score: -21591550.000000 Penalty: 5932.549805
	Iteration 42F: 3 clusters Score -2.159155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Entering Unmasked Estep 
Score: -2338770.750000 Penalty: 2412.766357
	Iteration 0F: 2 clusters Score -2338771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2326812.500000 Penalty: 4825.532715
	Iteration 0F: 3 clusters Score -2326812 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2330712.500000 Penalty: 4825.532715
	Iteration 1F: 3 clusters Score -2330712 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2331084.500000 Penalty: 4825.532715
	Iteration 2F: 3 clusters Score -2331084 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2331413.500000 Penalty: 4825.532715
	Iteration 3Q: 3 clusters Score -2331414 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2331715.500000 Penalty: 4825.532715
	Iteration 4Q: 3 clusters Score -2331716 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2331994.250000 Penalty: 4825.532715
	Iteration 5Q: 3 clusters Score -2331994 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2332300.000000 Penalty: 4825.532715
	Iteration 6Q: 3 clusters Score -2332300 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2332613.250000 Penalty: 4825.532715
	Iteration 7Q: 3 clusters Score -2332613 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2332970.750000 Penalty: 4825.532715
	Iteration 8Q: 3 clusters Score -2332971 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2333361.750000 Penalty: 4825.532715
	Iteration 9Q: 3 clusters Score -2333362 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2333825.750000 Penalty: 4825.532715
	Iteration 10Q: 3 clusters Score -2333826 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2334399.250000 Penalty: 4825.532715
	Iteration 11Q: 3 clusters Score -2334399 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2334930.250000 Penalty: 4825.532715
	Iteration 12Q: 3 clusters Score -2334930 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2335297.000000 Penalty: 4825.532715
	Iteration 13Q: 3 clusters Score -2335297 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2335515.500000 Penalty: 4825.532715
	Iteration 14Q: 3 clusters Score -2335516 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2335621.750000 Penalty: 4825.532715
	Iteration 15Q: 3 clusters Score -2335622 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2335675.000000 Penalty: 4825.532715
	Iteration 16Q: 3 clusters Score -2335675 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2335727.500000 Penalty: 4825.532715
	Iteration 17Q: 3 clusters Score -2335728 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2335764.000000 Penalty: 4825.532715
	Iteration 18Q: 3 clusters Score -2335764 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2335791.000000 Penalty: 4825.532715
	Iteration 19Q: 3 clusters Score -2335791 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2335815.750000 Penalty: 4825.532715
	Iteration 20F: 3 clusters Score -2335816 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2335831.250000 Penalty: 4825.532715
	Iteration 21Q: 3 clusters Score -2335831 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2335858.500000 Penalty: 4825.532715
	Iteration 22Q: 3 clusters Score -2335858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2335874.500000 Penalty: 4825.532715
	Iteration 23Q: 3 clusters Score -2335874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2335890.750000 Penalty: 4825.532715
	Iteration 24Q: 3 clusters Score -2335891 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2335915.250000 Penalty: 4825.532715
	Iteration 25Q: 3 clusters Score -2335915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2335923.500000 Penalty: 4825.532715
	Iteration 26Q: 3 clusters Score -2335924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2335948.250000 Penalty: 4825.532715
	Iteration 27Q: 3 clusters Score -2335948 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2335959.000000 Penalty: 4825.532715
	Iteration 28Q: 3 clusters Score -2335959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2335965.000000 Penalty: 4825.532715
	Iteration 29Q: 3 clusters Score -2335965 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2335978.500000 Penalty: 4825.532715
	Iteration 30Q: 3 clusters Score -2335978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2335991.000000 Penalty: 4825.532715
	Iteration 31Q: 3 clusters Score -2335991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2336001.000000 Penalty: 4825.532715
	Iteration 32Q: 3 clusters Score -2336001 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2336005.250000 Penalty: 4825.532715
	Iteration 33Q: 3 clusters Score -2336005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2336010.500000 Penalty: 4825.532715
	Iteration 34Q: 3 clusters Score -2336010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2336016.750000 Penalty: 4825.532715
	Iteration 35Q: 3 clusters Score -2336017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2336018.500000 Penalty: 4825.532715
	Iteration 36Q: 3 clusters Score -2336018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2336027.500000 Penalty: 4825.532715
	Iteration 37Q: 3 clusters Score -2336028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2336047.000000 Penalty: 4825.532715
	Iteration 38Q: 3 clusters Score -2336047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2336049.000000 Penalty: 4825.532715
	Iteration 39Q: 3 clusters Score -2336049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2336057.000000 Penalty: 4825.532715
	Iteration 40F: 3 clusters Score -2336057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2336055.500000 Penalty: 4825.532715
	Iteration 41Q: 3 clusters Score -2336056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2336079.500000 Penalty: 4825.532715
	Iteration 42Q: 3 clusters Score -2336080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2336092.000000 Penalty: 4825.532715
	Iteration 43Q: 3 clusters Score -2336092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2336100.250000 Penalty: 4825.532715
	Iteration 44Q: 3 clusters Score -2336100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2336120.750000 Penalty: 4825.532715
	Iteration 45Q: 3 clusters Score -2336121 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2336135.000000 Penalty: 4825.532715
	Iteration 46Q: 3 clusters Score -2336135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2336162.750000 Penalty: 4825.532715
	Iteration 47Q: 3 clusters Score -2336163 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2336179.000000 Penalty: 4825.532715
	Iteration 48Q: 3 clusters Score -2336179 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2336200.250000 Penalty: 4825.532715
	Iteration 49Q: 3 clusters Score -2336200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2336215.500000 Penalty: 4825.532715
	Iteration 50Q: 3 clusters Score -2336216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2336230.500000 Penalty: 4825.532715
	Iteration 51Q: 3 clusters Score -2336230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2336250.750000 Penalty: 4825.532715
	Iteration 52Q: 3 clusters Score -2336251 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2336273.250000 Penalty: 4825.532715
	Iteration 53Q: 3 clusters Score -2336273 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2336282.500000 Penalty: 4825.532715
	Iteration 54Q: 3 clusters Score -2336282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2336297.250000 Penalty: 4825.532715
	Iteration 55Q: 3 clusters Score -2336297 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2336311.250000 Penalty: 4825.532715
	Iteration 56Q: 3 clusters Score -2336311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2336317.250000 Penalty: 4825.532715
	Iteration 57Q: 3 clusters Score -2336317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2336328.000000 Penalty: 4825.532715
	Iteration 58Q: 3 clusters Score -2336328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2336341.250000 Penalty: 4825.532715
	Iteration 59Q: 3 clusters Score -2336341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2336340.250000 Penalty: 4825.532715
	Iteration 60F: 3 clusters Score -2336340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2336354.000000 Penalty: 4825.532715
	Iteration 61Q: 3 clusters Score -2336354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2336360.000000 Penalty: 4825.532715
	Iteration 62Q: 3 clusters Score -2336360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2336364.750000 Penalty: 4825.532715
	Iteration 63Q: 3 clusters Score -2336365 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2336388.750000 Penalty: 4825.532715
	Iteration 64Q: 3 clusters Score -2336389 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2336400.000000 Penalty: 4825.532715
	Iteration 65Q: 3 clusters Score -2336400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2336414.500000 Penalty: 4825.532715
	Iteration 66Q: 3 clusters Score -2336414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2336421.250000 Penalty: 4825.532715
	Iteration 67Q: 3 clusters Score -2336421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2336428.250000 Penalty: 4825.532715
	Iteration 68Q: 3 clusters Score -2336428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2336441.000000 Penalty: 4825.532715
	Iteration 69Q: 3 clusters Score -2336441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2336446.000000 Penalty: 4825.532715
	Iteration 70Q: 3 clusters Score -2336446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2336456.250000 Penalty: 4825.532715
	Iteration 71Q: 3 clusters Score -2336456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2336463.750000 Penalty: 4825.532715
	Iteration 72Q: 3 clusters Score -2336464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2336468.250000 Penalty: 4825.532715
	Iteration 73Q: 3 clusters Score -2336468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2336469.000000 Penalty: 4825.532715
	Iteration 74Q: 3 clusters Score -2336469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2336479.250000 Penalty: 4825.532715
	Iteration 75Q: 3 clusters Score -2336479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2336496.000000 Penalty: 4825.532715
	Iteration 76Q: 3 clusters Score -2336496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2336499.250000 Penalty: 4825.532715
	Iteration 77Q: 3 clusters Score -2336499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2336508.250000 Penalty: 4825.532715
	Iteration 78Q: 3 clusters Score -2336508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2336504.750000 Penalty: 4825.532715
	Iteration 79Q: 3 clusters Score -2336505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2336513.000000 Penalty: 4825.532715
	Iteration 80F: 3 clusters Score -2336513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2336516.000000 Penalty: 4825.532715
	Iteration 81Q: 3 clusters Score -2336516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2336525.000000 Penalty: 4825.532715
	Iteration 82Q: 3 clusters Score -2336525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2336526.750000 Penalty: 4825.532715
	Iteration 83Q: 3 clusters Score -2336527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2336533.750000 Penalty: 4825.532715
	Iteration 84Q: 3 clusters Score -2336534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2336544.750000 Penalty: 4825.532715
	Iteration 85Q: 3 clusters Score -2336545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2336551.750000 Penalty: 4825.532715
	Iteration 86Q: 3 clusters Score -2336552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2336558.750000 Penalty: 4825.532715
	Iteration 87Q: 3 clusters Score -2336559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2336567.000000 Penalty: 4825.532715
	Iteration 88Q: 3 clusters Score -2336567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2336573.750000 Penalty: 4825.532715
	Iteration 89Q: 3 clusters Score -2336574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2336573.500000 Penalty: 4825.532715
	Iteration 90Q: 3 clusters Score -2336574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2336579.250000 Penalty: 4825.532715
	Iteration 91Q: 3 clusters Score -2336579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2336590.500000 Penalty: 4825.532715
	Iteration 92Q: 3 clusters Score -2336590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2336602.750000 Penalty: 4825.532715
	Iteration 93Q: 3 clusters Score -2336603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2336619.250000 Penalty: 4825.532715
	Iteration 94Q: 3 clusters Score -2336619 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2336635.500000 Penalty: 4825.532715
	Iteration 95Q: 3 clusters Score -2336636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2336649.000000 Penalty: 4825.532715
	Iteration 96Q: 3 clusters Score -2336649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2336655.750000 Penalty: 4825.532715
	Iteration 97Q: 3 clusters Score -2336656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2336658.000000 Penalty: 4825.532715
	Iteration 98Q: 3 clusters Score -2336658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2336666.500000 Penalty: 4825.532715
	Iteration 99Q: 3 clusters Score -2336666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2336674.000000 Penalty: 4825.532715
	Iteration 100F: 3 clusters Score -2336674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2336683.000000 Penalty: 4825.532715
	Iteration 101Q: 3 clusters Score -2336683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2336691.000000 Penalty: 4825.532715
	Iteration 102Q: 3 clusters Score -2336691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2336703.250000 Penalty: 4825.532715
	Iteration 103Q: 3 clusters Score -2336703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2336708.000000 Penalty: 4825.532715
	Iteration 104Q: 3 clusters Score -2336708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2336714.500000 Penalty: 4825.532715
	Iteration 105Q: 3 clusters Score -2336714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2336725.000000 Penalty: 4825.532715
	Iteration 106Q: 3 clusters Score -2336725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2336732.250000 Penalty: 4825.532715
	Iteration 107Q: 3 clusters Score -2336732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2336742.250000 Penalty: 4825.532715
	Iteration 108Q: 3 clusters Score -2336742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2336755.750000 Penalty: 4825.532715
	Iteration 109Q: 3 clusters Score -2336756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2336764.000000 Penalty: 4825.532715
	Iteration 110Q: 3 clusters Score -2336764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2336767.250000 Penalty: 4825.532715
	Iteration 111Q: 3 clusters Score -2336767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2336770.250000 Penalty: 4825.532715
	Iteration 112Q: 3 clusters Score -2336770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2336772.500000 Penalty: 4825.532715
	Iteration 113Q: 3 clusters Score -2336772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2336784.250000 Penalty: 4825.532715
	Iteration 114Q: 3 clusters Score -2336784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2336789.750000 Penalty: 4825.532715
	Iteration 115Q: 3 clusters Score -2336790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2336798.500000 Penalty: 4825.532715
	Iteration 116Q: 3 clusters Score -2336798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2336809.750000 Penalty: 4825.532715
	Iteration 117Q: 3 clusters Score -2336810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2336815.750000 Penalty: 4825.532715
	Iteration 118Q: 3 clusters Score -2336816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2336818.750000 Penalty: 4825.532715
	Iteration 119Q: 3 clusters Score -2336819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2336823.250000 Penalty: 4825.532715
	Iteration 120F: 3 clusters Score -2336823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2336830.750000 Penalty: 4825.532715
	Iteration 121Q: 3 clusters Score -2336831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2336836.500000 Penalty: 4825.532715
	Iteration 122Q: 3 clusters Score -2336836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2336841.500000 Penalty: 4825.532715
	Iteration 123Q: 3 clusters Score -2336842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2336842.750000 Penalty: 4825.532715
	Iteration 124Q: 3 clusters Score -2336843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2336843.750000 Penalty: 4825.532715
	Iteration 125Q: 3 clusters Score -2336844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2336847.000000 Penalty: 4825.532715
	Iteration 126Q: 3 clusters Score -2336847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2336855.000000 Penalty: 4825.532715
	Iteration 127Q: 3 clusters Score -2336855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2336855.250000 Penalty: 4825.532715
	Iteration 128Q: 3 clusters Score -2336855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2336862.000000 Penalty: 4825.532715
	Iteration 129Q: 3 clusters Score -2336862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2336863.000000 Penalty: 4825.532715
	Iteration 130Q: 3 clusters Score -2336863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2336862.000000 Penalty: 4825.532715
	Iteration 131Q: 3 clusters Score -2336862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2336865.500000 Penalty: 4825.532715
	Iteration 132Q: 3 clusters Score -2336866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2336862.000000 Penalty: 4825.532715
	Iteration 133Q: 3 clusters Score -2336862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2336861.750000 Penalty: 4825.532715
	Iteration 134Q: 3 clusters Score -2336862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2336861.250000 Penalty: 4825.532715
	Iteration 135Q: 3 clusters Score -2336861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2336861.250000 Penalty: 4825.532715
	Iteration 136F: 3 clusters Score -2336861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -80491.804688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -80491.8 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 330 members 
Entering Unmasked Estep 
Score: -78807.835938 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -78807.84 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79028.632812 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -79028.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79084.218750 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -79084.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79107.343750 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -79107.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79125.640625 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -79125.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79133.757812 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -79133.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79137.375000 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -79137.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79141.546875 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -79141.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79144.562500 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -79144.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79148.875000 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -79148.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79150.375000 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -79150.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79151.648438 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -79151.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79151.648438 Penalty: 3220.901855
	Iteration 12F: 3 clusters Score -79151.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -73181.859375 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -73181.86 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 314 members 
Entering Unmasked Estep 
Score: -71572.304688 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -71572.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71801.492188 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -71801.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71871.226562 Penalty: 3179.446777
	Iteration 2Q: 3 clusters Score -71871.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71916.070312 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -71916.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71959.492188 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -71959.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72002.835938 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -72002.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72072.898438 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -72072.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72141.414062 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -72141.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72248.375000 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -72248.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72350.437500 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -72350.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72433.648438 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -72433.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72535.320312 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -72535.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72603.070312 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -72603.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -72641.296875 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -72641.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72669.757812 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -72669.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72689.882812 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -72689.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72701.625000 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -72701.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72712.000000 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -72712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72714.695312 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -72714.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -72720.460938 Penalty: 3179.446777
	Iteration 19Q: 3 clusters Score -72720.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -72720.460938 Penalty: 3179.446777
	Iteration 20F: 3 clusters Score -72720.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -403403.218750 Penalty: 1997.600342
	Iteration 0F: 2 clusters Score -403403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -400022.343750 Penalty: 3995.200684
	Iteration 0F: 3 clusters Score -400022.3 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -400766.656250 Penalty: 3995.200684
	Iteration 1F: 3 clusters Score -400766.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -400944.687500 Penalty: 3995.200684
	Iteration 2F: 3 clusters Score -400944.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -401075.968750 Penalty: 3995.200684
	Iteration 3F: 3 clusters Score -401076 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -401180.187500 Penalty: 3995.200684
	Iteration 4Q: 3 clusters Score -401180.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -401263.875000 Penalty: 3995.200684
	Iteration 5Q: 3 clusters Score -401263.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -401328.343750 Penalty: 3995.200684
	Iteration 6Q: 3 clusters Score -401328.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -401401.187500 Penalty: 3995.200684
	Iteration 7Q: 3 clusters Score -401401.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -401460.781250 Penalty: 3995.200684
	Iteration 8Q: 3 clusters Score -401460.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -401519.375000 Penalty: 3995.200684
	Iteration 9Q: 3 clusters Score -401519.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -401598.031250 Penalty: 3995.200684
	Iteration 10Q: 3 clusters Score -401598 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -401668.687500 Penalty: 3995.200684
	Iteration 11Q: 3 clusters Score -401668.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -401724.125000 Penalty: 3995.200684
	Iteration 12Q: 3 clusters Score -401724.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -401771.718750 Penalty: 3995.200684
	Iteration 13Q: 3 clusters Score -401771.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -401824.156250 Penalty: 3995.200684
	Iteration 14Q: 3 clusters Score -401824.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -401889.062500 Penalty: 3995.200684
	Iteration 15Q: 3 clusters Score -401889.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -401975.343750 Penalty: 3995.200684
	Iteration 16Q: 3 clusters Score -401975.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -402063.593750 Penalty: 3995.200684
	Iteration 17Q: 3 clusters Score -402063.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -402150.937500 Penalty: 3995.200684
	Iteration 18Q: 3 clusters Score -402150.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -402216.625000 Penalty: 3995.200684
	Iteration 19Q: 3 clusters Score -402216.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -402274.187500 Penalty: 3995.200684
	Iteration 20F: 3 clusters Score -402274.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -402313.625000 Penalty: 3995.200684
	Iteration 21Q: 3 clusters Score -402313.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -402348.031250 Penalty: 3995.200684
	Iteration 22Q: 3 clusters Score -402348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -402389.687500 Penalty: 3995.200684
	Iteration 23Q: 3 clusters Score -402389.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -402426.250000 Penalty: 3995.200684
	Iteration 24Q: 3 clusters Score -402426.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -402459.593750 Penalty: 3995.200684
	Iteration 25Q: 3 clusters Score -402459.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -402480.562500 Penalty: 3995.200684
	Iteration 26Q: 3 clusters Score -402480.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -402495.312500 Penalty: 3995.200684
	Iteration 27Q: 3 clusters Score -402495.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -402510.125000 Penalty: 3995.200684
	Iteration 28Q: 3 clusters Score -402510.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -402519.750000 Penalty: 3995.200684
	Iteration 29Q: 3 clusters Score -402519.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -402529.687500 Penalty: 3995.200684
	Iteration 30Q: 3 clusters Score -402529.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -402534.781250 Penalty: 3995.200684
	Iteration 31Q: 3 clusters Score -402534.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -402540.156250 Penalty: 3995.200684
	Iteration 32Q: 3 clusters Score -402540.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -402545.531250 Penalty: 3995.200684
	Iteration 33Q: 3 clusters Score -402545.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -402551.468750 Penalty: 3995.200684
	Iteration 34Q: 3 clusters Score -402551.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -402554.968750 Penalty: 3995.200684
	Iteration 35Q: 3 clusters Score -402555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -402557.687500 Penalty: 3995.200684
	Iteration 36Q: 3 clusters Score -402557.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -402559.468750 Penalty: 3995.200684
	Iteration 37Q: 3 clusters Score -402559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -402561.093750 Penalty: 3995.200684
	Iteration 38Q: 3 clusters Score -402561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -402562.156250 Penalty: 3995.200684
	Iteration 39Q: 3 clusters Score -402562.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -402562.156250 Penalty: 3995.200684
	Iteration 40F: 3 clusters Score -402562.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (179716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179716 members 
Entering Unmasked Estep 
Score: -24764092.000000 Penalty: 3000.585205
	Iteration 0F: 2 clusters Score -2.476409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89890 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -24647088.000000 Penalty: 6001.170410
	Iteration 0F: 3 clusters Score -2.464709e+07 nChanged 86292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89552 members 
Mstep: Class 2 contains 90164 members 
Entering Unmasked Estep 
Score: -24697446.000000 Penalty: 6001.170410
	Iteration 1F: 3 clusters Score -2.469745e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -24698358.000000 Penalty: 6001.170410
	Iteration 2Q: 3 clusters Score -2.469836e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 90714 members 
Entering Unmasked Estep 
Score: -24699406.000000 Penalty: 6001.170410
	Iteration 3Q: 3 clusters Score -2.469941e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -24700528.000000 Penalty: 6001.170410
	Iteration 4Q: 3 clusters Score -2.470053e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87452 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -24702488.000000 Penalty: 6001.170410
	Iteration 5Q: 3 clusters Score -2.470249e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 93865 members 
Entering Unmasked Estep 
Score: -24705560.000000 Penalty: 6001.170410
	Iteration 6Q: 3 clusters Score -2.470556e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -24711014.000000 Penalty: 6001.170410
	Iteration 7Q: 3 clusters Score -2.471101e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 99500 members 
Entering Unmasked Estep 
Score: -24719986.000000 Penalty: 6001.170410
	Iteration 8F: 3 clusters Score -2.471999e+07 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 103579 members 
Entering Unmasked Estep 
Score: -24731498.000000 Penalty: 6001.170410
	Iteration 9F: 3 clusters Score -2.47315e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 107595 members 
Entering Unmasked Estep 
Score: -24741520.000000 Penalty: 6001.170410
	Iteration 10F: 3 clusters Score -2.474152e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 110903 members 
Entering Unmasked Estep 
Score: -24746426.000000 Penalty: 6001.170410
	Iteration 11F: 3 clusters Score -2.474643e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 113922 members 
Entering Unmasked Estep 
Score: -24748978.000000 Penalty: 6001.170410
	Iteration 12Q: 3 clusters Score -2.474898e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 116893 members 
Entering Unmasked Estep 
Score: -24750800.000000 Penalty: 6001.170410
	Iteration 13Q: 3 clusters Score -2.47508e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 119962 members 
Entering Unmasked Estep 
Score: -24752770.000000 Penalty: 6001.170410
	Iteration 14Q: 3 clusters Score -2.475277e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 122967 members 
Entering Unmasked Estep 
Score: -24754522.000000 Penalty: 6001.170410
	Iteration 15Q: 3 clusters Score -2.475452e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 125874 members 
Entering Unmasked Estep 
Score: -24756230.000000 Penalty: 6001.170410
	Iteration 16Q: 3 clusters Score -2.475623e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 128565 members 
Entering Unmasked Estep 
Score: -24757538.000000 Penalty: 6001.170410
	Iteration 17Q: 3 clusters Score -2.475754e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 131107 members 
Entering Unmasked Estep 
Score: -24758602.000000 Penalty: 6001.170410
	Iteration 18Q: 3 clusters Score -2.47586e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 133430 members 
Entering Unmasked Estep 
Score: -24759460.000000 Penalty: 6001.170410
	Iteration 19Q: 3 clusters Score -2.475946e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 135679 members 
Entering Unmasked Estep 
Score: -24760124.000000 Penalty: 6001.170410
	Iteration 20F: 3 clusters Score -2.476012e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 137757 members 
Entering Unmasked Estep 
Score: -24760596.000000 Penalty: 6001.170410
	Iteration 21Q: 3 clusters Score -2.47606e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 139745 members 
Entering Unmasked Estep 
Score: -24761198.000000 Penalty: 6001.170410
	Iteration 22Q: 3 clusters Score -2.47612e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 141760 members 
Entering Unmasked Estep 
Score: -24761696.000000 Penalty: 6001.170410
	Iteration 23Q: 3 clusters Score -2.47617e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 143816 members 
Entering Unmasked Estep 
Score: -24762180.000000 Penalty: 6001.170410
	Iteration 24Q: 3 clusters Score -2.476218e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 145723 members 
Entering Unmasked Estep 
Score: -24762562.000000 Penalty: 6001.170410
	Iteration 25Q: 3 clusters Score -2.476256e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 147503 members 
Entering Unmasked Estep 
Score: -24762838.000000 Penalty: 6001.170410
	Iteration 26Q: 3 clusters Score -2.476284e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 149212 members 
Entering Unmasked Estep 
Score: -24763152.000000 Penalty: 6001.170410
	Iteration 27Q: 3 clusters Score -2.476315e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 150787 members 
Entering Unmasked Estep 
Score: -24763400.000000 Penalty: 6001.170410
	Iteration 28Q: 3 clusters Score -2.47634e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 152220 members 
Entering Unmasked Estep 
Score: -24763452.000000 Penalty: 6001.170410
	Iteration 29Q: 3 clusters Score -2.476345e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 153647 members 
Entering Unmasked Estep 
Score: -24763640.000000 Penalty: 6001.170410
	Iteration 30Q: 3 clusters Score -2.476364e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 155016 members 
Entering Unmasked Estep 
Score: -24763754.000000 Penalty: 6001.170410
	Iteration 31Q: 3 clusters Score -2.476375e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 156336 members 
Entering Unmasked Estep 
Score: -24763836.000000 Penalty: 6001.170410
	Iteration 32Q: 3 clusters Score -2.476384e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 157573 members 
Entering Unmasked Estep 
Score: -24764020.000000 Penalty: 6001.170410
	Iteration 33Q: 3 clusters Score -2.476402e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 158770 members 
Entering Unmasked Estep 
Score: -24764122.000000 Penalty: 6001.170410
	Iteration 34Q: 3 clusters Score -2.476412e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 159879 members 
Entering Unmasked Estep 
Score: -24764080.000000 Penalty: 6001.170410
	Iteration 35Q: 3 clusters Score -2.476408e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 160965 members 
Entering Unmasked Estep 
Score: -24764260.000000 Penalty: 6001.170410
	Iteration 36Q: 3 clusters Score -2.476426e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 161981 members 
Entering Unmasked Estep 
Score: -24764192.000000 Penalty: 6001.170410
	Iteration 37Q: 3 clusters Score -2.476419e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 162933 members 
Entering Unmasked Estep 
Score: -24764160.000000 Penalty: 6001.170410
	Iteration 38Q: 3 clusters Score -2.476416e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -24764164.000000 Penalty: 6001.170410
	Iteration 39Q: 3 clusters Score -2.476416e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 164675 members 
Entering Unmasked Estep 
Score: -24764106.000000 Penalty: 6001.170410
	Iteration 40F: 3 clusters Score -2.476411e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 165468 members 
Entering Unmasked Estep 
Score: -24764018.000000 Penalty: 6001.170410
	Iteration 41Q: 3 clusters Score -2.476402e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 166195 members 
Entering Unmasked Estep 
Score: -24763928.000000 Penalty: 6001.170410
	Iteration 42Q: 3 clusters Score -2.476393e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 166887 members 
Entering Unmasked Estep 
Score: -24763886.000000 Penalty: 6001.170410
	Iteration 43Q: 3 clusters Score -2.476389e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 167543 members 
Entering Unmasked Estep 
Score: -24763874.000000 Penalty: 6001.170410
	Iteration 44Q: 3 clusters Score -2.476387e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 168190 members 
Entering Unmasked Estep 
Score: -24763882.000000 Penalty: 6001.170410
	Iteration 45Q: 3 clusters Score -2.476388e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 168760 members 
Entering Unmasked Estep 
Score: -24763828.000000 Penalty: 6001.170410
	Iteration 46Q: 3 clusters Score -2.476383e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 169277 members 
Entering Unmasked Estep 
Score: -24763830.000000 Penalty: 6001.170410
	Iteration 47Q: 3 clusters Score -2.476383e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 169756 members 
Entering Unmasked Estep 
Score: -24763772.000000 Penalty: 6001.170410
	Iteration 48Q: 3 clusters Score -2.476377e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 170188 members 
Entering Unmasked Estep 
Score: -24763774.000000 Penalty: 6001.170410
	Iteration 49Q: 3 clusters Score -2.476377e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 170595 members 
Entering Unmasked Estep 
Score: -24763684.000000 Penalty: 6001.170410
	Iteration 50Q: 3 clusters Score -2.476368e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 170977 members 
Entering Unmasked Estep 
Score: -24763578.000000 Penalty: 6001.170410
	Iteration 51Q: 3 clusters Score -2.476358e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 171339 members 
Entering Unmasked Estep 
Score: -24763606.000000 Penalty: 6001.170410
	Iteration 52Q: 3 clusters Score -2.476361e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 171685 members 
Entering Unmasked Estep 
Score: -24763548.000000 Penalty: 6001.170410
	Iteration 53Q: 3 clusters Score -2.476355e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 172003 members 
Entering Unmasked Estep 
Score: -24763496.000000 Penalty: 6001.170410
	Iteration 54Q: 3 clusters Score -2.47635e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 172291 members 
Entering Unmasked Estep 
Score: -24763416.000000 Penalty: 6001.170410
	Iteration 55Q: 3 clusters Score -2.476342e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 172573 members 
Entering Unmasked Estep 
Score: -24763380.000000 Penalty: 6001.170410
	Iteration 56Q: 3 clusters Score -2.476338e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 172820 members 
Entering Unmasked Estep 
Score: -24763366.000000 Penalty: 6001.170410
	Iteration 57Q: 3 clusters Score -2.476337e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 173011 members 
Entering Unmasked Estep 
Score: -24763346.000000 Penalty: 6001.170410
	Iteration 58Q: 3 clusters Score -2.476335e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 173182 members 
Entering Unmasked Estep 
Score: -24763272.000000 Penalty: 6001.170410
	Iteration 59Q: 3 clusters Score -2.476327e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 173349 members 
Entering Unmasked Estep 
Score: -24763268.000000 Penalty: 6001.170410
	Iteration 60F: 3 clusters Score -2.476327e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 173504 members 
Entering Unmasked Estep 
Score: -24763246.000000 Penalty: 6001.170410
	Iteration 61Q: 3 clusters Score -2.476325e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 173658 members 
Entering Unmasked Estep 
Score: -24763218.000000 Penalty: 6001.170410
	Iteration 62Q: 3 clusters Score -2.476322e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 173811 members 
Entering Unmasked Estep 
Score: -24763180.000000 Penalty: 6001.170410
	Iteration 63Q: 3 clusters Score -2.476318e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 173962 members 
Entering Unmasked Estep 
Score: -24763148.000000 Penalty: 6001.170410
	Iteration 64Q: 3 clusters Score -2.476315e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 174096 members 
Entering Unmasked Estep 
Score: -24763156.000000 Penalty: 6001.170410
	Iteration 65Q: 3 clusters Score -2.476316e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 174245 members 
Entering Unmasked Estep 
Score: -24763182.000000 Penalty: 6001.170410
	Iteration 66Q: 3 clusters Score -2.476318e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 174377 members 
Entering Unmasked Estep 
Score: -24763204.000000 Penalty: 6001.170410
	Iteration 67Q: 3 clusters Score -2.47632e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 174475 members 
Entering Unmasked Estep 
Score: -24763182.000000 Penalty: 6001.170410
	Iteration 68Q: 3 clusters Score -2.476318e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 174560 members 
Entering Unmasked Estep 
Score: -24763194.000000 Penalty: 6001.170410
	Iteration 69Q: 3 clusters Score -2.476319e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -24763188.000000 Penalty: 6001.170410
	Iteration 70Q: 3 clusters Score -2.476319e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 174714 members 
Entering Unmasked Estep 
Score: -24763148.000000 Penalty: 6001.170410
	Iteration 71Q: 3 clusters Score -2.476315e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 174771 members 
Entering Unmasked Estep 
Score: -24763150.000000 Penalty: 6001.170410
	Iteration 72Q: 3 clusters Score -2.476315e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 174811 members 
Entering Unmasked Estep 
Score: -24763156.000000 Penalty: 6001.170410
	Iteration 73Q: 3 clusters Score -2.476316e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 174851 members 
Entering Unmasked Estep 
Score: -24763148.000000 Penalty: 6001.170410
	Iteration 74Q: 3 clusters Score -2.476315e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 174899 members 
Entering Unmasked Estep 
Score: -24763166.000000 Penalty: 6001.170410
	Iteration 75Q: 3 clusters Score -2.476317e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 174949 members 
Entering Unmasked Estep 
Score: -24763126.000000 Penalty: 6001.170410
	Iteration 76Q: 3 clusters Score -2.476313e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 174989 members 
Entering Unmasked Estep 
Score: -24763138.000000 Penalty: 6001.170410
	Iteration 77Q: 3 clusters Score -2.476314e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 175027 members 
Entering Unmasked Estep 
Score: -24763134.000000 Penalty: 6001.170410
	Iteration 78Q: 3 clusters Score -2.476313e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 175065 members 
Entering Unmasked Estep 
Score: -24763154.000000 Penalty: 6001.170410
	Iteration 79Q: 3 clusters Score -2.476315e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 175098 members 
Entering Unmasked Estep 
Score: -24763150.000000 Penalty: 6001.170410
	Iteration 80F: 3 clusters Score -2.476315e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 175144 members 
Entering Unmasked Estep 
Score: -24763128.000000 Penalty: 6001.170410
	Iteration 81Q: 3 clusters Score -2.476313e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 175180 members 
Entering Unmasked Estep 
Score: -24763126.000000 Penalty: 6001.170410
	Iteration 82Q: 3 clusters Score -2.476313e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 175221 members 
Entering Unmasked Estep 
Score: -24763120.000000 Penalty: 6001.170410
	Iteration 83Q: 3 clusters Score -2.476312e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 175256 members 
Entering Unmasked Estep 
Score: -24763076.000000 Penalty: 6001.170410
	Iteration 84Q: 3 clusters Score -2.476308e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 175297 members 
Entering Unmasked Estep 
Score: -24763104.000000 Penalty: 6001.170410
	Iteration 85Q: 3 clusters Score -2.47631e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 175333 members 
Entering Unmasked Estep 
Score: -24763088.000000 Penalty: 6001.170410
	Iteration 86Q: 3 clusters Score -2.476309e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 175372 members 
Entering Unmasked Estep 
Score: -24763048.000000 Penalty: 6001.170410
	Iteration 87Q: 3 clusters Score -2.476305e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 175409 members 
Entering Unmasked Estep 
Score: -24763082.000000 Penalty: 6001.170410
	Iteration 88Q: 3 clusters Score -2.476308e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 175446 members 
Entering Unmasked Estep 
Score: -24763058.000000 Penalty: 6001.170410
	Iteration 89Q: 3 clusters Score -2.476306e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 175490 members 
Entering Unmasked Estep 
Score: -24763092.000000 Penalty: 6001.170410
	Iteration 90Q: 3 clusters Score -2.476309e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 175530 members 
Entering Unmasked Estep 
Score: -24763054.000000 Penalty: 6001.170410
	Iteration 91Q: 3 clusters Score -2.476305e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 175567 members 
Entering Unmasked Estep 
Score: -24763036.000000 Penalty: 6001.170410
	Iteration 92Q: 3 clusters Score -2.476304e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 175601 members 
Entering Unmasked Estep 
Score: -24763008.000000 Penalty: 6001.170410
	Iteration 93Q: 3 clusters Score -2.476301e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 175637 members 
Entering Unmasked Estep 
Score: -24763010.000000 Penalty: 6001.170410
	Iteration 94Q: 3 clusters Score -2.476301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 175661 members 
Entering Unmasked Estep 
Score: -24763000.000000 Penalty: 6001.170410
	Iteration 95Q: 3 clusters Score -2.4763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 175682 members 
Entering Unmasked Estep 
Score: -24762984.000000 Penalty: 6001.170410
	Iteration 96Q: 3 clusters Score -2.476298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 175708 members 
Entering Unmasked Estep 
Score: -24762998.000000 Penalty: 6001.170410
	Iteration 97Q: 3 clusters Score -2.4763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 175736 members 
Entering Unmasked Estep 
Score: -24763000.000000 Penalty: 6001.170410
	Iteration 98Q: 3 clusters Score -2.4763e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 175764 members 
Entering Unmasked Estep 
Score: -24762972.000000 Penalty: 6001.170410
	Iteration 99Q: 3 clusters Score -2.476297e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 175794 members 
Entering Unmasked Estep 
Score: -24762960.000000 Penalty: 6001.170410
	Iteration 100F: 3 clusters Score -2.476296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 175815 members 
Entering Unmasked Estep 
Score: -24762952.000000 Penalty: 6001.170410
	Iteration 101Q: 3 clusters Score -2.476295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 175834 members 
Entering Unmasked Estep 
Score: -24762936.000000 Penalty: 6001.170410
	Iteration 102Q: 3 clusters Score -2.476294e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 175859 members 
Entering Unmasked Estep 
Score: -24762932.000000 Penalty: 6001.170410
	Iteration 103Q: 3 clusters Score -2.476293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 175875 members 
Entering Unmasked Estep 
Score: -24762954.000000 Penalty: 6001.170410
	Iteration 104Q: 3 clusters Score -2.476295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 175888 members 
Entering Unmasked Estep 
Score: -24762956.000000 Penalty: 6001.170410
	Iteration 105Q: 3 clusters Score -2.476296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 175905 members 
Entering Unmasked Estep 
Score: -24762948.000000 Penalty: 6001.170410
	Iteration 106Q: 3 clusters Score -2.476295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 175921 members 
Entering Unmasked Estep 
Score: -24762934.000000 Penalty: 6001.170410
	Iteration 107Q: 3 clusters Score -2.476293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 175931 members 
Entering Unmasked Estep 
Score: -24762934.000000 Penalty: 6001.170410
	Iteration 108Q: 3 clusters Score -2.476293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 175940 members 
Entering Unmasked Estep 
Score: -24762948.000000 Penalty: 6001.170410
	Iteration 109Q: 3 clusters Score -2.476295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 175950 members 
Entering Unmasked Estep 
Score: -24762964.000000 Penalty: 6001.170410
	Iteration 110Q: 3 clusters Score -2.476296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 175957 members 
Entering Unmasked Estep 
Score: -24762964.000000 Penalty: 6001.170410
	Iteration 111Q: 3 clusters Score -2.476296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 175962 members 
Entering Unmasked Estep 
Score: -24762958.000000 Penalty: 6001.170410
	Iteration 112Q: 3 clusters Score -2.476296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 175971 members 
Entering Unmasked Estep 
Score: -24762956.000000 Penalty: 6001.170410
	Iteration 113Q: 3 clusters Score -2.476296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 175977 members 
Entering Unmasked Estep 
Score: -24762952.000000 Penalty: 6001.170410
	Iteration 114Q: 3 clusters Score -2.476295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 175982 members 
Entering Unmasked Estep 
Score: -24762950.000000 Penalty: 6001.170410
	Iteration 115Q: 3 clusters Score -2.476295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 175994 members 
Entering Unmasked Estep 
Score: -24762942.000000 Penalty: 6001.170410
	Iteration 116Q: 3 clusters Score -2.476294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 176010 members 
Entering Unmasked Estep 
Score: -24762938.000000 Penalty: 6001.170410
	Iteration 117Q: 3 clusters Score -2.476294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 176021 members 
Entering Unmasked Estep 
Score: -24762936.000000 Penalty: 6001.170410
	Iteration 118Q: 3 clusters Score -2.476294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 176027 members 
Entering Unmasked Estep 
Score: -24762940.000000 Penalty: 6001.170410
	Iteration 119Q: 3 clusters Score -2.476294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 176034 members 
Entering Unmasked Estep 
Score: -24762952.000000 Penalty: 6001.170410
	Iteration 120F: 3 clusters Score -2.476295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 176039 members 
Entering Unmasked Estep 
Score: -24762934.000000 Penalty: 6001.170410
	Iteration 121Q: 3 clusters Score -2.476293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 176048 members 
Entering Unmasked Estep 
Score: -24762946.000000 Penalty: 6001.170410
	Iteration 122Q: 3 clusters Score -2.476295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 176055 members 
Entering Unmasked Estep 
Score: -24762962.000000 Penalty: 6001.170410
	Iteration 123Q: 3 clusters Score -2.476296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 176060 members 
Entering Unmasked Estep 
Score: -24762962.000000 Penalty: 6001.170410
	Iteration 124Q: 3 clusters Score -2.476296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 176067 members 
Entering Unmasked Estep 
Score: -24762950.000000 Penalty: 6001.170410
	Iteration 125Q: 3 clusters Score -2.476295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 176071 members 
Entering Unmasked Estep 
Score: -24762946.000000 Penalty: 6001.170410
	Iteration 126Q: 3 clusters Score -2.476295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 176072 members 
Entering Unmasked Estep 
Score: -24762944.000000 Penalty: 6001.170410
	Iteration 127Q: 3 clusters Score -2.476294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 176074 members 
Entering Unmasked Estep 
Score: -24762938.000000 Penalty: 6001.170410
	Iteration 128Q: 3 clusters Score -2.476294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 176076 members 
Entering Unmasked Estep 
Score: -24762942.000000 Penalty: 6001.170410
	Iteration 129Q: 3 clusters Score -2.476294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 176082 members 
Entering Unmasked Estep 
Score: -24762960.000000 Penalty: 6001.170410
	Iteration 130Q: 3 clusters Score -2.476296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 176087 members 
Entering Unmasked Estep 
Score: -24762936.000000 Penalty: 6001.170410
	Iteration 131Q: 3 clusters Score -2.476294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 176090 members 
Entering Unmasked Estep 
Score: -24762944.000000 Penalty: 6001.170410
	Iteration 132Q: 3 clusters Score -2.476294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 176092 members 
Entering Unmasked Estep 
Score: -24762932.000000 Penalty: 6001.170410
	Iteration 133Q: 3 clusters Score -2.476293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 176092 members 
Entering Unmasked Estep 
Score: -24762932.000000 Penalty: 6001.170410
	Iteration 134F: 3 clusters Score -2.476293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (105885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105885 members 
Entering Unmasked Estep 
Score: -14683001.000000 Penalty: 2869.386963
	Iteration 0F: 2 clusters Score -1.4683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -14612051.000000 Penalty: 5738.773926
	Iteration 0F: 3 clusters Score -1.461205e+07 nChanged 50135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -14640827.000000 Penalty: 5738.773926
	Iteration 1F: 3 clusters Score -1.464083e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -14641933.000000 Penalty: 5738.773926
	Iteration 2Q: 3 clusters Score -1.464193e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -14643533.000000 Penalty: 5738.773926
	Iteration 3Q: 3 clusters Score -1.464353e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -14646561.000000 Penalty: 5738.773926
	Iteration 4F: 3 clusters Score -1.464656e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -14651888.000000 Penalty: 5738.773926
	Iteration 5F: 3 clusters Score -1.465189e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -14660492.000000 Penalty: 5738.773926
	Iteration 6F: 3 clusters Score -1.466049e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -14670006.000000 Penalty: 5738.773926
	Iteration 7F: 3 clusters Score -1.467001e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101555 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -14676461.000000 Penalty: 5738.773926
	Iteration 8F: 3 clusters Score -1.467646e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104316 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -14679183.000000 Penalty: 5738.773926
	Iteration 9Q: 3 clusters Score -1.467918e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -14679956.000000 Penalty: 5738.773926
	Iteration 10Q: 3 clusters Score -1.467996e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105428 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -14680208.000000 Penalty: 5738.773926
	Iteration 11Q: 3 clusters Score -1.468021e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -14680327.000000 Penalty: 5738.773926
	Iteration 12Q: 3 clusters Score -1.468033e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14680396.000000 Penalty: 5738.773926
	Iteration 13Q: 3 clusters Score -1.46804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105573 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -14680432.000000 Penalty: 5738.773926
	Iteration 14Q: 3 clusters Score -1.468043e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105591 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -14680460.000000 Penalty: 5738.773926
	Iteration 15Q: 3 clusters Score -1.468046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105600 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14680467.000000 Penalty: 5738.773926
	Iteration 16Q: 3 clusters Score -1.468047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105604 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14680477.000000 Penalty: 5738.773926
	Iteration 17Q: 3 clusters Score -1.468048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105607 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14680496.000000 Penalty: 5738.773926
	Iteration 18Q: 3 clusters Score -1.46805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14680495.000000 Penalty: 5738.773926
	Iteration 19Q: 3 clusters Score -1.46805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105609 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14680509.000000 Penalty: 5738.773926
	Iteration 20F: 3 clusters Score -1.468051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14680507.000000 Penalty: 5738.773926
	Iteration 21Q: 3 clusters Score -1.468051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105609 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14680509.000000 Penalty: 5738.773926
	Iteration 22Q: 3 clusters Score -1.468051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14680505.000000 Penalty: 5738.773926
	Iteration 23Q: 3 clusters Score -1.46805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14680506.000000 Penalty: 5738.773926
	Iteration 24Q: 3 clusters Score -1.468051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14680506.000000 Penalty: 5738.773926
	Iteration 25F: 3 clusters Score -1.468051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Entering Unmasked Estep 
Score: -1747274.000000 Penalty: 2341.971924
	Iteration 0F: 2 clusters Score -1747274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1737993.875000 Penalty: 4683.943848
	Iteration 0F: 3 clusters Score -1737994 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1740702.375000 Penalty: 4683.943848
	Iteration 1F: 3 clusters Score -1740702 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1741039.875000 Penalty: 4683.943848
	Iteration 2F: 3 clusters Score -1741040 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1741260.375000 Penalty: 4683.943848
	Iteration 3Q: 3 clusters Score -1741260 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1741422.750000 Penalty: 4683.943848
	Iteration 4Q: 3 clusters Score -1741423 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1741520.500000 Penalty: 4683.943848
	Iteration 5Q: 3 clusters Score -1741520 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1741608.000000 Penalty: 4683.943848
	Iteration 6Q: 3 clusters Score -1741608 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1741669.250000 Penalty: 4683.943848
	Iteration 7Q: 3 clusters Score -1741669 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1741722.375000 Penalty: 4683.943848
	Iteration 8Q: 3 clusters Score -1741722 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1741761.625000 Penalty: 4683.943848
	Iteration 9Q: 3 clusters Score -1741762 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1741807.500000 Penalty: 4683.943848
	Iteration 10Q: 3 clusters Score -1741808 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1741850.750000 Penalty: 4683.943848
	Iteration 11Q: 3 clusters Score -1741851 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1741902.375000 Penalty: 4683.943848
	Iteration 12Q: 3 clusters Score -1741902 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1741952.250000 Penalty: 4683.943848
	Iteration 13Q: 3 clusters Score -1741952 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1742006.375000 Penalty: 4683.943848
	Iteration 14Q: 3 clusters Score -1742006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1742085.000000 Penalty: 4683.943848
	Iteration 15Q: 3 clusters Score -1742085 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1742174.625000 Penalty: 4683.943848
	Iteration 16Q: 3 clusters Score -1742175 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1742283.500000 Penalty: 4683.943848
	Iteration 17Q: 3 clusters Score -1742284 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1742408.500000 Penalty: 4683.943848
	Iteration 18Q: 3 clusters Score -1742408 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1742549.500000 Penalty: 4683.943848
	Iteration 19Q: 3 clusters Score -1742550 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1742724.625000 Penalty: 4683.943848
	Iteration 20F: 3 clusters Score -1742725 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1742948.000000 Penalty: 4683.943848
	Iteration 21Q: 3 clusters Score -1742948 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1743231.125000 Penalty: 4683.943848
	Iteration 22Q: 3 clusters Score -1743231 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1743475.000000 Penalty: 4683.943848
	Iteration 23Q: 3 clusters Score -1743475 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1743718.250000 Penalty: 4683.943848
	Iteration 24Q: 3 clusters Score -1743718 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1743954.375000 Penalty: 4683.943848
	Iteration 25Q: 3 clusters Score -1743954 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1744211.000000 Penalty: 4683.943848
	Iteration 26Q: 3 clusters Score -1744211 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1744435.625000 Penalty: 4683.943848
	Iteration 27Q: 3 clusters Score -1744436 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1744603.750000 Penalty: 4683.943848
	Iteration 28Q: 3 clusters Score -1744604 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1744714.875000 Penalty: 4683.943848
	Iteration 29Q: 3 clusters Score -1744715 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1744817.125000 Penalty: 4683.943848
	Iteration 30Q: 3 clusters Score -1744817 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1744914.500000 Penalty: 4683.943848
	Iteration 31Q: 3 clusters Score -1744914 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1744993.875000 Penalty: 4683.943848
	Iteration 32Q: 3 clusters Score -1744994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1745056.375000 Penalty: 4683.943848
	Iteration 33Q: 3 clusters Score -1745056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1745108.625000 Penalty: 4683.943848
	Iteration 34Q: 3 clusters Score -1745109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1745139.875000 Penalty: 4683.943848
	Iteration 35Q: 3 clusters Score -1745140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1745159.750000 Penalty: 4683.943848
	Iteration 36Q: 3 clusters Score -1745160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1745172.250000 Penalty: 4683.943848
	Iteration 37Q: 3 clusters Score -1745172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1745184.125000 Penalty: 4683.943848
	Iteration 38Q: 3 clusters Score -1745184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1745192.875000 Penalty: 4683.943848
	Iteration 39Q: 3 clusters Score -1745193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1745206.750000 Penalty: 4683.943848
	Iteration 40F: 3 clusters Score -1745207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1745216.750000 Penalty: 4683.943848
	Iteration 41Q: 3 clusters Score -1745217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1745223.750000 Penalty: 4683.943848
	Iteration 42Q: 3 clusters Score -1745224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1745228.250000 Penalty: 4683.943848
	Iteration 43Q: 3 clusters Score -1745228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1745231.375000 Penalty: 4683.943848
	Iteration 44Q: 3 clusters Score -1745231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1745242.750000 Penalty: 4683.943848
	Iteration 45Q: 3 clusters Score -1745243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1745245.125000 Penalty: 4683.943848
	Iteration 46Q: 3 clusters Score -1745245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1745247.125000 Penalty: 4683.943848
	Iteration 47Q: 3 clusters Score -1745247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1745250.250000 Penalty: 4683.943848
	Iteration 48Q: 3 clusters Score -1745250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1745253.000000 Penalty: 4683.943848
	Iteration 49Q: 3 clusters Score -1745253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1745254.250000 Penalty: 4683.943848
	Iteration 50Q: 3 clusters Score -1745254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1745257.500000 Penalty: 4683.943848
	Iteration 51Q: 3 clusters Score -1745258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1745257.875000 Penalty: 4683.943848
	Iteration 52Q: 3 clusters Score -1745258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1745258.750000 Penalty: 4683.943848
	Iteration 53Q: 3 clusters Score -1745259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1745259.875000 Penalty: 4683.943848
	Iteration 54Q: 3 clusters Score -1745260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1745261.875000 Penalty: 4683.943848
	Iteration 55Q: 3 clusters Score -1745262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1745264.875000 Penalty: 4683.943848
	Iteration 56Q: 3 clusters Score -1745265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1745264.375000 Penalty: 4683.943848
	Iteration 57Q: 3 clusters Score -1745264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1745263.875000 Penalty: 4683.943848
	Iteration 58Q: 3 clusters Score -1745264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1745263.875000 Penalty: 4683.943848
	Iteration 59F: 3 clusters Score -1745264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Entering Unmasked Estep 
Score: -5061315.500000 Penalty: 2610.813232
	Iteration 0F: 2 clusters Score -5061316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -5036051.500000 Penalty: 5221.626465
	Iteration 0F: 3 clusters Score -5036052 nChanged 16924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -5045410.500000 Penalty: 5221.626465
	Iteration 1F: 3 clusters Score -5045410 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -5046243.000000 Penalty: 5221.626465
	Iteration 2Q: 3 clusters Score -5046243 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -5047177.500000 Penalty: 5221.626465
	Iteration 3Q: 3 clusters Score -5047178 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -5048229.500000 Penalty: 5221.626465
	Iteration 4F: 3 clusters Score -5048230 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -5049338.000000 Penalty: 5221.626465
	Iteration 5F: 3 clusters Score -5049338 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5050336.500000 Penalty: 5221.626465
	Iteration 6F: 3 clusters Score -5050336 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -5051274.000000 Penalty: 5221.626465
	Iteration 7F: 3 clusters Score -5051274 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -5052059.500000 Penalty: 5221.626465
	Iteration 8Q: 3 clusters Score -5052060 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -5052857.500000 Penalty: 5221.626465
	Iteration 9Q: 3 clusters Score -5052858 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -5053668.000000 Penalty: 5221.626465
	Iteration 10Q: 3 clusters Score -5053668 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5054425.000000 Penalty: 5221.626465
	Iteration 11Q: 3 clusters Score -5054425 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5055033.500000 Penalty: 5221.626465
	Iteration 12Q: 3 clusters Score -5055034 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -5055532.500000 Penalty: 5221.626465
	Iteration 13Q: 3 clusters Score -5055532 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -5055899.000000 Penalty: 5221.626465
	Iteration 14Q: 3 clusters Score -5055899 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -5056227.000000 Penalty: 5221.626465
	Iteration 15Q: 3 clusters Score -5056227 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -5056566.000000 Penalty: 5221.626465
	Iteration 16Q: 3 clusters Score -5056566 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -5056853.000000 Penalty: 5221.626465
	Iteration 17Q: 3 clusters Score -5056853 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -5057160.000000 Penalty: 5221.626465
	Iteration 18Q: 3 clusters Score -5057160 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -5057421.000000 Penalty: 5221.626465
	Iteration 19Q: 3 clusters Score -5057421 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -5057667.500000 Penalty: 5221.626465
	Iteration 20F: 3 clusters Score -5057668 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -5057900.000000 Penalty: 5221.626465
	Iteration 21Q: 3 clusters Score -5057900 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -5058110.000000 Penalty: 5221.626465
	Iteration 22Q: 3 clusters Score -5058110 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -5058286.000000 Penalty: 5221.626465
	Iteration 23Q: 3 clusters Score -5058286 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -5058410.500000 Penalty: 5221.626465
	Iteration 24Q: 3 clusters Score -5058410 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -5058589.000000 Penalty: 5221.626465
	Iteration 25Q: 3 clusters Score -5058589 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5058727.000000 Penalty: 5221.626465
	Iteration 26Q: 3 clusters Score -5058727 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -5058910.500000 Penalty: 5221.626465
	Iteration 27Q: 3 clusters Score -5058910 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -5059052.500000 Penalty: 5221.626465
	Iteration 28Q: 3 clusters Score -5059052 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -5059164.500000 Penalty: 5221.626465
	Iteration 29Q: 3 clusters Score -5059164 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -5059274.500000 Penalty: 5221.626465
	Iteration 30Q: 3 clusters Score -5059274 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -5059402.000000 Penalty: 5221.626465
	Iteration 31Q: 3 clusters Score -5059402 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -5059490.000000 Penalty: 5221.626465
	Iteration 32Q: 3 clusters Score -5059490 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -5059564.000000 Penalty: 5221.626465
	Iteration 33Q: 3 clusters Score -5059564 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -5059668.500000 Penalty: 5221.626465
	Iteration 34Q: 3 clusters Score -5059668 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -5059766.000000 Penalty: 5221.626465
	Iteration 35Q: 3 clusters Score -5059766 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5059904.500000 Penalty: 5221.626465
	Iteration 36Q: 3 clusters Score -5059904 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -5060034.500000 Penalty: 5221.626465
	Iteration 37Q: 3 clusters Score -5060034 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -5060193.000000 Penalty: 5221.626465
	Iteration 38Q: 3 clusters Score -5060193 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -5060411.000000 Penalty: 5221.626465
	Iteration 39Q: 3 clusters Score -5060411 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -5060684.000000 Penalty: 5221.626465
	Iteration 40F: 3 clusters Score -5060684 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -5060918.000000 Penalty: 5221.626465
	Iteration 41Q: 3 clusters Score -5060918 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -5061108.000000 Penalty: 5221.626465
	Iteration 42Q: 3 clusters Score -5061108 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -5061199.500000 Penalty: 5221.626465
	Iteration 43Q: 3 clusters Score -5061200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -5061220.000000 Penalty: 5221.626465
	Iteration 44Q: 3 clusters Score -5061220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -5061248.500000 Penalty: 5221.626465
	Iteration 45Q: 3 clusters Score -5061248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -5061250.000000 Penalty: 5221.626465
	Iteration 46Q: 3 clusters Score -5061250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -5061256.000000 Penalty: 5221.626465
	Iteration 47Q: 3 clusters Score -5061256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -5061256.000000 Penalty: 5221.626465
	Iteration 48Q: 3 clusters Score -5061256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -5061258.000000 Penalty: 5221.626465
	Iteration 49Q: 3 clusters Score -5061258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -5061256.500000 Penalty: 5221.626465
	Iteration 50Q: 3 clusters Score -5061256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -5061253.500000 Penalty: 5221.626465
	Iteration 51Q: 3 clusters Score -5061254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -5061255.500000 Penalty: 5221.626465
	Iteration 52Q: 3 clusters Score -5061256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -5061261.000000 Penalty: 5221.626465
	Iteration 53Q: 3 clusters Score -5061261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -5061262.500000 Penalty: 5221.626465
	Iteration 54Q: 3 clusters Score -5061262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -5061258.000000 Penalty: 5221.626465
	Iteration 55Q: 3 clusters Score -5061258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5061255.500000 Penalty: 5221.626465
	Iteration 56Q: 3 clusters Score -5061256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5061255.500000 Penalty: 5221.626465
	Iteration 57F: 3 clusters Score -5061256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -24049.376953 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -24049.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22906.324219 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22906.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23016.736328 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -23016.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23076.703125 Penalty: 2666.138184
	Iteration 2F: 3 clusters Score -23076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23088.863281 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -23088.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23098.667969 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -23098.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23098.667969 Penalty: 2666.138184
	Iteration 5F: 3 clusters Score -23098.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -497240.562500 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -497240.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -493446.218750 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -493446.2 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -494295.718750 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -494295.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -494484.156250 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -494484.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -494578.437500 Penalty: 4085.527100
	Iteration 3Q: 3 clusters Score -494578.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -494655.156250 Penalty: 4085.527100
	Iteration 4Q: 3 clusters Score -494655.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -494715.875000 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -494715.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -494758.687500 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -494758.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -494800.125000 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -494800.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -494826.906250 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -494826.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -494856.000000 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -494856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -494876.812500 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -494876.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -494891.968750 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -494892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -494904.531250 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -494904.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -494918.656250 Penalty: 4085.527100
	Iteration 13Q: 3 clusters Score -494918.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -494929.718750 Penalty: 4085.527100
	Iteration 14Q: 3 clusters Score -494929.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -494940.437500 Penalty: 4085.527100
	Iteration 15Q: 3 clusters Score -494940.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -494951.375000 Penalty: 4085.527100
	Iteration 16Q: 3 clusters Score -494951.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -494959.375000 Penalty: 4085.527100
	Iteration 17Q: 3 clusters Score -494959.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -494964.718750 Penalty: 4085.527100
	Iteration 18Q: 3 clusters Score -494964.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -494970.437500 Penalty: 4085.527100
	Iteration 19Q: 3 clusters Score -494970.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -494977.000000 Penalty: 4085.527100
	Iteration 20F: 3 clusters Score -494977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -494982.406250 Penalty: 4085.527100
	Iteration 21Q: 3 clusters Score -494982.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -494988.000000 Penalty: 4085.527100
	Iteration 22Q: 3 clusters Score -494988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -494992.562500 Penalty: 4085.527100
	Iteration 23Q: 3 clusters Score -494992.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -494996.968750 Penalty: 4085.527100
	Iteration 24Q: 3 clusters Score -494997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -495002.562500 Penalty: 4085.527100
	Iteration 25Q: 3 clusters Score -495002.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -495008.687500 Penalty: 4085.527100
	Iteration 26Q: 3 clusters Score -495008.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -495012.093750 Penalty: 4085.527100
	Iteration 27Q: 3 clusters Score -495012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -495016.125000 Penalty: 4085.527100
	Iteration 28Q: 3 clusters Score -495016.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -495022.687500 Penalty: 4085.527100
	Iteration 29Q: 3 clusters Score -495022.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -495032.281250 Penalty: 4085.527100
	Iteration 30Q: 3 clusters Score -495032.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -495044.468750 Penalty: 4085.527100
	Iteration 31Q: 3 clusters Score -495044.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -495058.500000 Penalty: 4085.527100
	Iteration 32Q: 3 clusters Score -495058.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -495071.875000 Penalty: 4085.527100
	Iteration 33Q: 3 clusters Score -495071.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -495084.000000 Penalty: 4085.527100
	Iteration 34Q: 3 clusters Score -495084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -495097.687500 Penalty: 4085.527100
	Iteration 35Q: 3 clusters Score -495097.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -495109.125000 Penalty: 4085.527100
	Iteration 36Q: 3 clusters Score -495109.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -495118.281250 Penalty: 4085.527100
	Iteration 37Q: 3 clusters Score -495118.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -495131.031250 Penalty: 4085.527100
	Iteration 38Q: 3 clusters Score -495131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -495138.562500 Penalty: 4085.527100
	Iteration 39Q: 3 clusters Score -495138.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -495146.718750 Penalty: 4085.527100
	Iteration 40F: 3 clusters Score -495146.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -495155.500000 Penalty: 4085.527100
	Iteration 41Q: 3 clusters Score -495155.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -495160.031250 Penalty: 4085.527100
	Iteration 42Q: 3 clusters Score -495160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -495168.031250 Penalty: 4085.527100
	Iteration 43Q: 3 clusters Score -495168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -495176.843750 Penalty: 4085.527100
	Iteration 44Q: 3 clusters Score -495176.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -495186.312500 Penalty: 4085.527100
	Iteration 45Q: 3 clusters Score -495186.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -495196.250000 Penalty: 4085.527100
	Iteration 46Q: 3 clusters Score -495196.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -495207.250000 Penalty: 4085.527100
	Iteration 47Q: 3 clusters Score -495207.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -495214.750000 Penalty: 4085.527100
	Iteration 48Q: 3 clusters Score -495214.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -495219.843750 Penalty: 4085.527100
	Iteration 49Q: 3 clusters Score -495219.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -495224.250000 Penalty: 4085.527100
	Iteration 50Q: 3 clusters Score -495224.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -495226.750000 Penalty: 4085.527100
	Iteration 51Q: 3 clusters Score -495226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -495229.187500 Penalty: 4085.527100
	Iteration 52Q: 3 clusters Score -495229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -495230.875000 Penalty: 4085.527100
	Iteration 53Q: 3 clusters Score -495230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -495230.843750 Penalty: 4085.527100
	Iteration 54Q: 3 clusters Score -495230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -495230.812500 Penalty: 4085.527100
	Iteration 55Q: 3 clusters Score -495230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -495232.937500 Penalty: 4085.527100
	Iteration 56Q: 3 clusters Score -495232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -495233.250000 Penalty: 4085.527100
	Iteration 57Q: 3 clusters Score -495233.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -495236.000000 Penalty: 4085.527100
	Iteration 58Q: 3 clusters Score -495236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -495236.812500 Penalty: 4085.527100
	Iteration 59Q: 3 clusters Score -495236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -495236.750000 Penalty: 4085.527100
	Iteration 60F: 3 clusters Score -495236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -495236.968750 Penalty: 4085.527100
	Iteration 61Q: 3 clusters Score -495237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -495238.312500 Penalty: 4085.527100
	Iteration 62Q: 3 clusters Score -495238.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -495237.781250 Penalty: 4085.527100
	Iteration 63Q: 3 clusters Score -495237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -495239.000000 Penalty: 4085.527100
	Iteration 64Q: 3 clusters Score -495239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -495239.062500 Penalty: 4085.527100
	Iteration 65Q: 3 clusters Score -495239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -495239.062500 Penalty: 4085.527100
	Iteration 66F: 3 clusters Score -495239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -158648.625000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158648.6 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 613 members 
Entering Unmasked Estep 
Score: -156653.218750 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156653.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156936.781250 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -156936.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157016.421875 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157016.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -157058.890625 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -157058.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -157088.859375 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -157088.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -157100.125000 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157100.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -157108.921875 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157108.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -157120.046875 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -157126.484375 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157126.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157129.343750 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -157131.031250 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -157133.031250 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -157133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157135.984375 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -157136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -157137.656250 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -157137.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -157142.593750 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -157142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -157144.343750 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -157144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -157148.500000 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -157148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -157151.625000 Penalty: 3509.601318
	Iteration 17Q: 3 clusters Score -157151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -157155.187500 Penalty: 3509.601318
	Iteration 18Q: 3 clusters Score -157155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -157157.515625 Penalty: 3509.601318
	Iteration 19Q: 3 clusters Score -157157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -157157.515625 Penalty: 3509.601318
	Iteration 20F: 3 clusters Score -157157.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Entering Unmasked Estep 
Score: -3226723.750000 Penalty: 2488.320557
	Iteration 0F: 2 clusters Score -3226724 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 11438 members 
Entering Unmasked Estep 
Score: -3210912.000000 Penalty: 4976.641113
	Iteration 0F: 3 clusters Score -3210912 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -3216201.750000 Penalty: 4976.641113
	Iteration 1F: 3 clusters Score -3216202 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3216573.500000 Penalty: 4976.641113
	Iteration 2Q: 3 clusters Score -3216574 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3216910.250000 Penalty: 4976.641113
	Iteration 3Q: 3 clusters Score -3216910 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3217208.750000 Penalty: 4976.641113
	Iteration 4Q: 3 clusters Score -3217209 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3217562.000000 Penalty: 4976.641113
	Iteration 5Q: 3 clusters Score -3217562 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -3218006.500000 Penalty: 4976.641113
	Iteration 6Q: 3 clusters Score -3218006 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3218629.000000 Penalty: 4976.641113
	Iteration 7Q: 3 clusters Score -3218629 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3219509.750000 Penalty: 4976.641113
	Iteration 8F: 3 clusters Score -3219510 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -3220652.000000 Penalty: 4976.641113
	Iteration 9F: 3 clusters Score -3220652 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -3221953.250000 Penalty: 4976.641113
	Iteration 10F: 3 clusters Score -3221953 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3223098.500000 Penalty: 4976.641113
	Iteration 11F: 3 clusters Score -3223098 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3223794.000000 Penalty: 4976.641113
	Iteration 12Q: 3 clusters Score -3223794 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3224107.000000 Penalty: 4976.641113
	Iteration 13Q: 3 clusters Score -3224107 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3224262.250000 Penalty: 4976.641113
	Iteration 14Q: 3 clusters Score -3224262 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3224364.250000 Penalty: 4976.641113
	Iteration 15Q: 3 clusters Score -3224364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3224402.250000 Penalty: 4976.641113
	Iteration 16Q: 3 clusters Score -3224402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3224435.000000 Penalty: 4976.641113
	Iteration 17Q: 3 clusters Score -3224435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3224452.250000 Penalty: 4976.641113
	Iteration 18Q: 3 clusters Score -3224452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3224467.500000 Penalty: 4976.641113
	Iteration 19Q: 3 clusters Score -3224468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3224480.000000 Penalty: 4976.641113
	Iteration 20F: 3 clusters Score -3224480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3224484.750000 Penalty: 4976.641113
	Iteration 21Q: 3 clusters Score -3224485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3224488.250000 Penalty: 4976.641113
	Iteration 22Q: 3 clusters Score -3224488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3224493.250000 Penalty: 4976.641113
	Iteration 23Q: 3 clusters Score -3224493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3224495.250000 Penalty: 4976.641113
	Iteration 24Q: 3 clusters Score -3224495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3224503.250000 Penalty: 4976.641113
	Iteration 25Q: 3 clusters Score -3224503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3224503.250000 Penalty: 4976.641113
	Iteration 26Q: 3 clusters Score -3224503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3224503.250000 Penalty: 4976.641113
	Iteration 27F: 3 clusters Score -3224503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (83210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83210 members 
Entering Unmasked Estep 
Score: -11542126.000000 Penalty: 2809.622314
	Iteration 0F: 2 clusters Score -1.154213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -11486404.000000 Penalty: 5619.244629
	Iteration 0F: 3 clusters Score -1.14864e+07 nChanged 39117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -11508358.000000 Penalty: 5619.244629
	Iteration 1F: 3 clusters Score -1.150836e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -11509068.000000 Penalty: 5619.244629
	Iteration 2Q: 3 clusters Score -1.150907e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -11510005.000000 Penalty: 5619.244629
	Iteration 3Q: 3 clusters Score -1.151e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -11511101.000000 Penalty: 5619.244629
	Iteration 4Q: 3 clusters Score -1.15111e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -11512481.000000 Penalty: 5619.244629
	Iteration 5Q: 3 clusters Score -1.151248e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -11514250.000000 Penalty: 5619.244629
	Iteration 6Q: 3 clusters Score -1.151425e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -11516712.000000 Penalty: 5619.244629
	Iteration 7F: 3 clusters Score -1.151671e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -11519780.000000 Penalty: 5619.244629
	Iteration 8F: 3 clusters Score -1.151978e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -11523346.000000 Penalty: 5619.244629
	Iteration 9F: 3 clusters Score -1.152335e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -11526234.000000 Penalty: 5619.244629
	Iteration 10F: 3 clusters Score -1.152623e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -11528046.000000 Penalty: 5619.244629
	Iteration 11Q: 3 clusters Score -1.152805e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -11528732.000000 Penalty: 5619.244629
	Iteration 12Q: 3 clusters Score -1.152873e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -11529079.000000 Penalty: 5619.244629
	Iteration 13Q: 3 clusters Score -1.152908e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -11529242.000000 Penalty: 5619.244629
	Iteration 14Q: 3 clusters Score -1.152924e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -11529422.000000 Penalty: 5619.244629
	Iteration 15Q: 3 clusters Score -1.152942e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -11529559.000000 Penalty: 5619.244629
	Iteration 16Q: 3 clusters Score -1.152956e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -11529695.000000 Penalty: 5619.244629
	Iteration 17Q: 3 clusters Score -1.15297e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -11529828.000000 Penalty: 5619.244629
	Iteration 18Q: 3 clusters Score -1.152983e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -11529933.000000 Penalty: 5619.244629
	Iteration 19Q: 3 clusters Score -1.152993e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -11530066.000000 Penalty: 5619.244629
	Iteration 20F: 3 clusters Score -1.153007e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -11530251.000000 Penalty: 5619.244629
	Iteration 21Q: 3 clusters Score -1.153025e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -11530496.000000 Penalty: 5619.244629
	Iteration 22Q: 3 clusters Score -1.15305e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -11530629.000000 Penalty: 5619.244629
	Iteration 23Q: 3 clusters Score -1.153063e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -11530734.000000 Penalty: 5619.244629
	Iteration 24Q: 3 clusters Score -1.153073e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -11530922.000000 Penalty: 5619.244629
	Iteration 25Q: 3 clusters Score -1.153092e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -11531041.000000 Penalty: 5619.244629
	Iteration 26Q: 3 clusters Score -1.153104e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -11531196.000000 Penalty: 5619.244629
	Iteration 27Q: 3 clusters Score -1.15312e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -11531330.000000 Penalty: 5619.244629
	Iteration 28Q: 3 clusters Score -1.153133e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -11531486.000000 Penalty: 5619.244629
	Iteration 29Q: 3 clusters Score -1.153149e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -11531649.000000 Penalty: 5619.244629
	Iteration 30Q: 3 clusters Score -1.153165e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -11531823.000000 Penalty: 5619.244629
	Iteration 31Q: 3 clusters Score -1.153182e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -11532046.000000 Penalty: 5619.244629
	Iteration 32Q: 3 clusters Score -1.153205e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -11532227.000000 Penalty: 5619.244629
	Iteration 33Q: 3 clusters Score -1.153223e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -11532438.000000 Penalty: 5619.244629
	Iteration 34Q: 3 clusters Score -1.153244e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -11532598.000000 Penalty: 5619.244629
	Iteration 35Q: 3 clusters Score -1.15326e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -11532855.000000 Penalty: 5619.244629
	Iteration 36Q: 3 clusters Score -1.153286e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -11533072.000000 Penalty: 5619.244629
	Iteration 37Q: 3 clusters Score -1.153307e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -11533407.000000 Penalty: 5619.244629
	Iteration 38Q: 3 clusters Score -1.153341e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -11533645.000000 Penalty: 5619.244629
	Iteration 39Q: 3 clusters Score -1.153364e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -11533752.000000 Penalty: 5619.244629
	Iteration 40F: 3 clusters Score -1.153375e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -11533999.000000 Penalty: 5619.244629
	Iteration 41Q: 3 clusters Score -1.1534e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -11534304.000000 Penalty: 5619.244629
	Iteration 42Q: 3 clusters Score -1.15343e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -11534529.000000 Penalty: 5619.244629
	Iteration 43Q: 3 clusters Score -1.153453e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -11534828.000000 Penalty: 5619.244629
	Iteration 44Q: 3 clusters Score -1.153483e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -11535110.000000 Penalty: 5619.244629
	Iteration 45Q: 3 clusters Score -1.153511e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -11535459.000000 Penalty: 5619.244629
	Iteration 46Q: 3 clusters Score -1.153546e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -11535739.000000 Penalty: 5619.244629
	Iteration 47Q: 3 clusters Score -1.153574e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -11536136.000000 Penalty: 5619.244629
	Iteration 48Q: 3 clusters Score -1.153614e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -11536481.000000 Penalty: 5619.244629
	Iteration 49Q: 3 clusters Score -1.153648e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -11536755.000000 Penalty: 5619.244629
	Iteration 50Q: 3 clusters Score -1.153676e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -11537045.000000 Penalty: 5619.244629
	Iteration 51Q: 3 clusters Score -1.153704e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -11537391.000000 Penalty: 5619.244629
	Iteration 52Q: 3 clusters Score -1.153739e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -11537693.000000 Penalty: 5619.244629
	Iteration 53Q: 3 clusters Score -1.153769e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -11538028.000000 Penalty: 5619.244629
	Iteration 54Q: 3 clusters Score -1.153803e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -11538251.000000 Penalty: 5619.244629
	Iteration 55Q: 3 clusters Score -1.153825e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -11538476.000000 Penalty: 5619.244629
	Iteration 56Q: 3 clusters Score -1.153848e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -11538649.000000 Penalty: 5619.244629
	Iteration 57Q: 3 clusters Score -1.153865e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77373 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -11538817.000000 Penalty: 5619.244629
	Iteration 58Q: 3 clusters Score -1.153882e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77876 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -11538947.000000 Penalty: 5619.244629
	Iteration 59Q: 3 clusters Score -1.153895e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -11539107.000000 Penalty: 5619.244629
	Iteration 60F: 3 clusters Score -1.153911e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -11539228.000000 Penalty: 5619.244629
	Iteration 61Q: 3 clusters Score -1.153923e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79092 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -11539352.000000 Penalty: 5619.244629
	Iteration 62Q: 3 clusters Score -1.153935e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79453 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -11539482.000000 Penalty: 5619.244629
	Iteration 63Q: 3 clusters Score -1.153948e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -11539564.000000 Penalty: 5619.244629
	Iteration 64Q: 3 clusters Score -1.153956e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -11539652.000000 Penalty: 5619.244629
	Iteration 65Q: 3 clusters Score -1.153965e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -11539730.000000 Penalty: 5619.244629
	Iteration 66Q: 3 clusters Score -1.153973e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -11539798.000000 Penalty: 5619.244629
	Iteration 67Q: 3 clusters Score -1.15398e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -11539885.000000 Penalty: 5619.244629
	Iteration 68Q: 3 clusters Score -1.153988e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -11539888.000000 Penalty: 5619.244629
	Iteration 69Q: 3 clusters Score -1.153989e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -11539912.000000 Penalty: 5619.244629
	Iteration 70Q: 3 clusters Score -1.153991e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80947 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -11539958.000000 Penalty: 5619.244629
	Iteration 71Q: 3 clusters Score -1.153996e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81043 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -11539978.000000 Penalty: 5619.244629
	Iteration 72Q: 3 clusters Score -1.153998e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11539994.000000 Penalty: 5619.244629
	Iteration 73Q: 3 clusters Score -1.153999e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -11540034.000000 Penalty: 5619.244629
	Iteration 74Q: 3 clusters Score -1.154003e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -11540043.000000 Penalty: 5619.244629
	Iteration 75Q: 3 clusters Score -1.154004e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -11540057.000000 Penalty: 5619.244629
	Iteration 76Q: 3 clusters Score -1.154006e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11540074.000000 Penalty: 5619.244629
	Iteration 77Q: 3 clusters Score -1.154007e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -11540095.000000 Penalty: 5619.244629
	Iteration 78Q: 3 clusters Score -1.15401e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -11540113.000000 Penalty: 5619.244629
	Iteration 79Q: 3 clusters Score -1.154011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -11540122.000000 Penalty: 5619.244629
	Iteration 80F: 3 clusters Score -1.154012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81493 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -11540120.000000 Penalty: 5619.244629
	Iteration 81Q: 3 clusters Score -1.154012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -11540126.000000 Penalty: 5619.244629
	Iteration 82Q: 3 clusters Score -1.154013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -11540128.000000 Penalty: 5619.244629
	Iteration 83Q: 3 clusters Score -1.154013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -11540125.000000 Penalty: 5619.244629
	Iteration 84Q: 3 clusters Score -1.154012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -11540145.000000 Penalty: 5619.244629
	Iteration 85Q: 3 clusters Score -1.154014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -11540140.000000 Penalty: 5619.244629
	Iteration 86Q: 3 clusters Score -1.154014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -11540125.000000 Penalty: 5619.244629
	Iteration 87Q: 3 clusters Score -1.154012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -11540144.000000 Penalty: 5619.244629
	Iteration 88Q: 3 clusters Score -1.154014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -11540151.000000 Penalty: 5619.244629
	Iteration 89Q: 3 clusters Score -1.154015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81606 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11540148.000000 Penalty: 5619.244629
	Iteration 90Q: 3 clusters Score -1.154015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -11540152.000000 Penalty: 5619.244629
	Iteration 91Q: 3 clusters Score -1.154015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11540156.000000 Penalty: 5619.244629
	Iteration 92Q: 3 clusters Score -1.154016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -11540158.000000 Penalty: 5619.244629
	Iteration 93Q: 3 clusters Score -1.154016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -11540171.000000 Penalty: 5619.244629
	Iteration 94Q: 3 clusters Score -1.154017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -11540176.000000 Penalty: 5619.244629
	Iteration 95Q: 3 clusters Score -1.154018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11540175.000000 Penalty: 5619.244629
	Iteration 96Q: 3 clusters Score -1.154018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -11540181.000000 Penalty: 5619.244629
	Iteration 97Q: 3 clusters Score -1.154018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81670 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11540181.000000 Penalty: 5619.244629
	Iteration 98Q: 3 clusters Score -1.154018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81672 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -11540185.000000 Penalty: 5619.244629
	Iteration 99Q: 3 clusters Score -1.154018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81672 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -11540185.000000 Penalty: 5619.244629
	Iteration 100F: 3 clusters Score -1.154018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -160521.531250 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -160521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -158450.921875 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -158450.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158732.687500 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -158732.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158838.578125 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -158838.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -158899.093750 Penalty: 3522.022705
	Iteration 3Q: 3 clusters Score -158899.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -158977.218750 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -158977.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -159076.375000 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -159076.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -159125.640625 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -159125.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -159158.406250 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -159158.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -159192.343750 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -159192.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -159200.156250 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -159200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -159205.453125 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -159205.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -159205.453125 Penalty: 3522.022705
	Iteration 11F: 3 clusters Score -159205.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -13573.099609 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -13573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12664.716797 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -12664.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12674.216797 Penalty: 2386.843506
	Iteration 1Q: 3 clusters Score -12674.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12683.377930 Penalty: 2386.843506
	Iteration 2Q: 3 clusters Score -12683.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12683.377930 Penalty: 2386.843506
	Iteration 3F: 3 clusters Score -12683.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (108951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108951 members 
Entering Unmasked Estep 
Score: -15129749.000000 Penalty: 2876.466064
	Iteration 0F: 2 clusters Score -1.512975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -15056784.000000 Penalty: 5752.932129
	Iteration 0F: 3 clusters Score -1.505678e+07 nChanged 51653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -15086658.000000 Penalty: 5752.932129
	Iteration 1F: 3 clusters Score -1.508666e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -15088127.000000 Penalty: 5752.932129
	Iteration 2Q: 3 clusters Score -1.508813e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -15090473.000000 Penalty: 5752.932129
	Iteration 3Q: 3 clusters Score -1.509047e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -15094544.000000 Penalty: 5752.932129
	Iteration 4F: 3 clusters Score -1.509454e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
Score: -15101826.000000 Penalty: 5752.932129
	Iteration 5F: 3 clusters Score -1.510183e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -15111524.000000 Penalty: 5752.932129
	Iteration 6F: 3 clusters Score -1.511152e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 98475 members 
Entering Unmasked Estep 
Score: -15120054.000000 Penalty: 5752.932129
	Iteration 7F: 3 clusters Score -1.512005e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 102984 members 
Entering Unmasked Estep 
Score: -15124752.000000 Penalty: 5752.932129
	Iteration 8Q: 3 clusters Score -1.512475e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 104891 members 
Entering Unmasked Estep 
Score: -15126607.000000 Penalty: 5752.932129
	Iteration 9Q: 3 clusters Score -1.512661e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 105749 members 
Entering Unmasked Estep 
Score: -15127301.000000 Penalty: 5752.932129
	Iteration 10Q: 3 clusters Score -1.51273e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 106215 members 
Entering Unmasked Estep 
Score: -15127637.000000 Penalty: 5752.932129
	Iteration 11Q: 3 clusters Score -1.512764e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 106471 members 
Entering Unmasked Estep 
Score: -15127856.000000 Penalty: 5752.932129
	Iteration 12Q: 3 clusters Score -1.512786e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 106649 members 
Entering Unmasked Estep 
Score: -15128002.000000 Penalty: 5752.932129
	Iteration 13Q: 3 clusters Score -1.5128e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -15128053.000000 Penalty: 5752.932129
	Iteration 14Q: 3 clusters Score -1.512805e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 106890 members 
Entering Unmasked Estep 
Score: -15128114.000000 Penalty: 5752.932129
	Iteration 15Q: 3 clusters Score -1.512811e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -15128136.000000 Penalty: 5752.932129
	Iteration 16Q: 3 clusters Score -1.512814e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 107023 members 
Entering Unmasked Estep 
Score: -15128149.000000 Penalty: 5752.932129
	Iteration 17Q: 3 clusters Score -1.512815e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 107086 members 
Entering Unmasked Estep 
Score: -15128172.000000 Penalty: 5752.932129
	Iteration 18Q: 3 clusters Score -1.512817e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 107135 members 
Entering Unmasked Estep 
Score: -15128227.000000 Penalty: 5752.932129
	Iteration 19Q: 3 clusters Score -1.512823e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 107161 members 
Entering Unmasked Estep 
Score: -15128218.000000 Penalty: 5752.932129
	Iteration 20F: 3 clusters Score -1.512822e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 107180 members 
Entering Unmasked Estep 
Score: -15128218.000000 Penalty: 5752.932129
	Iteration 21Q: 3 clusters Score -1.512822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 107195 members 
Entering Unmasked Estep 
Score: -15128227.000000 Penalty: 5752.932129
	Iteration 22Q: 3 clusters Score -1.512823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 107209 members 
Entering Unmasked Estep 
Score: -15128227.000000 Penalty: 5752.932129
	Iteration 23Q: 3 clusters Score -1.512823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 107222 members 
Entering Unmasked Estep 
Score: -15128231.000000 Penalty: 5752.932129
	Iteration 24Q: 3 clusters Score -1.512823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 107227 members 
Entering Unmasked Estep 
Score: -15128229.000000 Penalty: 5752.932129
	Iteration 25Q: 3 clusters Score -1.512823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 107231 members 
Entering Unmasked Estep 
Score: -15128228.000000 Penalty: 5752.932129
	Iteration 26Q: 3 clusters Score -1.512823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -15128220.000000 Penalty: 5752.932129
	Iteration 27Q: 3 clusters Score -1.512822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 107246 members 
Entering Unmasked Estep 
Score: -15128220.000000 Penalty: 5752.932129
	Iteration 28Q: 3 clusters Score -1.512822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -15128233.000000 Penalty: 5752.932129
	Iteration 29Q: 3 clusters Score -1.512823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 107259 members 
Entering Unmasked Estep 
Score: -15128231.000000 Penalty: 5752.932129
	Iteration 30Q: 3 clusters Score -1.512823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 107262 members 
Entering Unmasked Estep 
Score: -15128228.000000 Penalty: 5752.932129
	Iteration 31Q: 3 clusters Score -1.512823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 107264 members 
Entering Unmasked Estep 
Score: -15128234.000000 Penalty: 5752.932129
	Iteration 32Q: 3 clusters Score -1.512823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 107264 members 
Entering Unmasked Estep 
Score: -15128227.000000 Penalty: 5752.932129
	Iteration 33Q: 3 clusters Score -1.512823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 107265 members 
Entering Unmasked Estep 
Score: -15128230.000000 Penalty: 5752.932129
	Iteration 34Q: 3 clusters Score -1.512823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 107266 members 
Entering Unmasked Estep 
Score: -15128236.000000 Penalty: 5752.932129
	Iteration 35Q: 3 clusters Score -1.512824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 107266 members 
Entering Unmasked Estep 
Score: -15128236.000000 Penalty: 5752.932129
	Iteration 36F: 3 clusters Score -1.512824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -23335.710938 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -23335.71 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 94 members 
Entering Unmasked Estep 
Score: -22192.714844 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -22192.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22232.410156 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -22232.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22249.144531 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -22249.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22256.060547 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -22256.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22259.789062 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -22259.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22263.677734 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -22263.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22268.728516 Penalty: 2632.900635
	Iteration 6Q: 3 clusters Score -22268.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22270.839844 Penalty: 2632.900635
	Iteration 7Q: 3 clusters Score -22270.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22270.839844 Penalty: 2632.900635
	Iteration 8F: 3 clusters Score -22270.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 176855 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54737 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 156496 members 
Mstep: Class 9 contains 16796 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3149 members 
Mstep: Class 13 contains 179716 members 
Mstep: Class 14 contains 105885 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 37327 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 22778 members 
Mstep: Class 21 contains 83210 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 108951 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443552.000000 Penalty: 85743.609375
Iteration 119Q: 26 clusters Score -1.374436e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 176645 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54697 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 156490 members 
Mstep: Class 9 contains 16784 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 179782 members 
Mstep: Class 14 contains 105936 members 
Mstep: Class 15 contains 12605 members 
Mstep: Class 16 contains 37336 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 23102 members 
Mstep: Class 21 contains 83553 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 108425 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443488.000000 Penalty: 85743.609375
Iteration 120F: 26 clusters Score -1.374435e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 176405 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54649 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156504 members 
Mstep: Class 9 contains 16767 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3146 members 
Mstep: Class 13 contains 179872 members 
Mstep: Class 14 contains 105948 members 
Mstep: Class 15 contains 12586 members 
Mstep: Class 16 contains 37346 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3792 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 23465 members 
Mstep: Class 21 contains 83872 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 107898 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443456.000000 Penalty: 85743.609375
Iteration 121Q: 26 clusters Score -1.374435e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 176148 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54620 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 156532 members 
Mstep: Class 9 contains 16743 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 179960 members 
Mstep: Class 14 contains 105975 members 
Mstep: Class 15 contains 12556 members 
Mstep: Class 16 contains 37356 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3800 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 23864 members 
Mstep: Class 21 contains 84188 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 107344 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443408.000000 Penalty: 85743.609375
Iteration 122Q: 26 clusters Score -1.374434e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 175852 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54600 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156571 members 
Mstep: Class 9 contains 16726 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 180041 members 
Mstep: Class 14 contains 106003 members 
Mstep: Class 15 contains 12529 members 
Mstep: Class 16 contains 37379 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 24237 members 
Mstep: Class 21 contains 84536 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 106787 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443504.000000 Penalty: 85743.609375
Iteration 123Q: 26 clusters Score -1.374435e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 175623 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3898 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54553 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 156531 members 
Mstep: Class 9 contains 16712 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 180099 members 
Mstep: Class 14 contains 106042 members 
Mstep: Class 15 contains 12511 members 
Mstep: Class 16 contains 37411 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 24601 members 
Mstep: Class 21 contains 84906 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 106245 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443616.000000 Penalty: 85743.609375
Iteration 124Q: 26 clusters Score -1.374436e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 175334 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54490 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156492 members 
Mstep: Class 9 contains 16681 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 180178 members 
Mstep: Class 14 contains 106056 members 
Mstep: Class 15 contains 12493 members 
Mstep: Class 16 contains 37443 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3808 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 25048 members 
Mstep: Class 21 contains 85291 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 105714 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443184.000000 Penalty: 85743.609375
Iteration 125Q: 26 clusters Score -1.374432e+08 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 175088 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54442 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156473 members 
Mstep: Class 9 contains 16648 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3146 members 
Mstep: Class 13 contains 180235 members 
Mstep: Class 14 contains 106083 members 
Mstep: Class 15 contains 12450 members 
Mstep: Class 16 contains 37459 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3811 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 25499 members 
Mstep: Class 21 contains 85664 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 105171 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443264.000000 Penalty: 85743.609375
Iteration 126Q: 26 clusters Score -1.374433e+08 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 174848 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54411 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156462 members 
Mstep: Class 9 contains 16608 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 180322 members 
Mstep: Class 14 contains 106086 members 
Mstep: Class 15 contains 12406 members 
Mstep: Class 16 contains 37472 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3816 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 25969 members 
Mstep: Class 21 contains 85975 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 104654 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443056.000000 Penalty: 85743.609375
Iteration 127Q: 26 clusters Score -1.374431e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 174640 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54401 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156458 members 
Mstep: Class 9 contains 16576 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 180412 members 
Mstep: Class 14 contains 106090 members 
Mstep: Class 15 contains 12357 members 
Mstep: Class 16 contains 37486 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3820 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 26416 members 
Mstep: Class 21 contains 86296 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 104078 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443184.000000 Penalty: 85743.609375
Iteration 128Q: 26 clusters Score -1.374432e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 174473 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54391 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156466 members 
Mstep: Class 9 contains 16543 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3147 members 
Mstep: Class 13 contains 180465 members 
Mstep: Class 14 contains 106077 members 
Mstep: Class 15 contains 12316 members 
Mstep: Class 16 contains 37481 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 26853 members 
Mstep: Class 21 contains 86581 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 103549 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443584.000000 Penalty: 85743.609375
Iteration 129Q: 26 clusters Score -1.374436e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 174361 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54373 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 156441 members 
Mstep: Class 9 contains 16508 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 180501 members 
Mstep: Class 14 contains 106079 members 
Mstep: Class 15 contains 12292 members 
Mstep: Class 16 contains 37483 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 27293 members 
Mstep: Class 21 contains 86859 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 103008 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443632.000000 Penalty: 85743.609375
Iteration 130Q: 26 clusters Score -1.374436e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 174233 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3911 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54349 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 156388 members 
Mstep: Class 9 contains 16465 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 180580 members 
Mstep: Class 14 contains 106053 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 37498 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 27738 members 
Mstep: Class 21 contains 87125 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 102505 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137443856.000000 Penalty: 85743.609375
Iteration 131Q: 26 clusters Score -1.374439e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 174124 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3912 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54313 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 156368 members 
Mstep: Class 9 contains 16441 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 180594 members 
Mstep: Class 14 contains 106004 members 
Mstep: Class 15 contains 12246 members 
Mstep: Class 16 contains 37509 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3822 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 28245 members 
Mstep: Class 21 contains 87396 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 101981 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444080.000000 Penalty: 85743.609375
Iteration 132Q: 26 clusters Score -1.374441e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 173986 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54282 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 156349 members 
Mstep: Class 9 contains 16400 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 180584 members 
Mstep: Class 14 contains 105952 members 
Mstep: Class 15 contains 12224 members 
Mstep: Class 16 contains 37509 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3822 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 28752 members 
Mstep: Class 21 contains 87670 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 101504 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444080.000000 Penalty: 85743.609375
Iteration 133Q: 26 clusters Score -1.374441e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 173832 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54267 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156316 members 
Mstep: Class 9 contains 16362 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 180610 members 
Mstep: Class 14 contains 105907 members 
Mstep: Class 15 contains 12196 members 
Mstep: Class 16 contains 37508 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3827 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 29233 members 
Mstep: Class 21 contains 87931 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 101045 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444000.000000 Penalty: 85743.609375
Iteration 134Q: 26 clusters Score -1.37444e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 173717 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54266 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 156286 members 
Mstep: Class 9 contains 16332 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 180623 members 
Mstep: Class 14 contains 105873 members 
Mstep: Class 15 contains 12153 members 
Mstep: Class 16 contains 37504 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3822 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 29671 members 
Mstep: Class 21 contains 88197 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 100597 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444160.000000 Penalty: 85743.609375
Iteration 135Q: 26 clusters Score -1.374442e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 173606 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54248 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156234 members 
Mstep: Class 9 contains 16314 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 13 contains 180627 members 
Mstep: Class 14 contains 105811 members 
Mstep: Class 15 contains 12133 members 
Mstep: Class 16 contains 37503 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3819 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 30099 members 
Mstep: Class 21 contains 88477 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 100168 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444176.000000 Penalty: 85743.609375
Iteration 136Q: 26 clusters Score -1.374442e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 173449 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3916 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54245 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156210 members 
Mstep: Class 9 contains 16287 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 13 contains 180626 members 
Mstep: Class 14 contains 105744 members 
Mstep: Class 15 contains 12125 members 
Mstep: Class 16 contains 37513 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3818 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 30507 members 
Mstep: Class 21 contains 88751 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 99763 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444512.000000 Penalty: 85743.609375
Iteration 137Q: 26 clusters Score -1.374445e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 173310 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3917 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54233 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156170 members 
Mstep: Class 9 contains 16261 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 13 contains 180652 members 
Mstep: Class 14 contains 105672 members 
Mstep: Class 15 contains 12112 members 
Mstep: Class 16 contains 37511 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3813 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 30918 members 
Mstep: Class 21 contains 89028 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 99345 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444656.000000 Penalty: 85743.609375
Iteration 138Q: 26 clusters Score -1.374447e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 173152 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3918 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54223 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156144 members 
Mstep: Class 9 contains 16232 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3147 members 
Mstep: Class 13 contains 180626 members 
Mstep: Class 14 contains 105613 members 
Mstep: Class 15 contains 12109 members 
Mstep: Class 16 contains 37517 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3819 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 31335 members 
Mstep: Class 21 contains 89272 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 98974 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137444928.000000 Penalty: 85743.609375
Iteration 139Q: 26 clusters Score -1.374449e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 173022 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3919 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54213 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 156119 members 
Mstep: Class 9 contains 16200 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 180576 members 
Mstep: Class 14 contains 105538 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 37518 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 31777 members 
Mstep: Class 21 contains 89501 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 98638 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137445408.000000 Penalty: 85743.609375
Iteration 140F: 26 clusters Score -1.374454e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 172940 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54205 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 156075 members 
Mstep: Class 9 contains 16169 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3146 members 
Mstep: Class 13 contains 180542 members 
Mstep: Class 14 contains 105456 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 37517 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 32178 members 
Mstep: Class 21 contains 89755 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 98304 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137445296.000000 Penalty: 85743.609375
Iteration 141Q: 26 clusters Score -1.374453e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 172836 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3921 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54192 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 156022 members 
Mstep: Class 9 contains 16135 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 180489 members 
Mstep: Class 14 contains 105384 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 37522 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 32614 members 
Mstep: Class 21 contains 89995 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 97976 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137445232.000000 Penalty: 85743.609375
Iteration 142Q: 26 clusters Score -1.374452e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 172723 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54175 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 155948 members 
Mstep: Class 9 contains 16094 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 180417 members 
Mstep: Class 14 contains 105303 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 37525 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3827 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 33079 members 
Mstep: Class 21 contains 90246 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 97656 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137445248.000000 Penalty: 85743.609375
Iteration 143Q: 26 clusters Score -1.374452e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 172601 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3926 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54164 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 155884 members 
Mstep: Class 9 contains 16062 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 180340 members 
Mstep: Class 14 contains 105242 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 37528 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3833 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 33561 members 
Mstep: Class 21 contains 90456 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 97334 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137445280.000000 Penalty: 85743.609375
Iteration 144Q: 26 clusters Score -1.374453e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 172473 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54150 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 155795 members 
Mstep: Class 9 contains 16031 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3142 members 
Mstep: Class 13 contains 180255 members 
Mstep: Class 14 contains 105174 members 
Mstep: Class 15 contains 12007 members 
Mstep: Class 16 contains 37523 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 34077 members 
Mstep: Class 21 contains 90661 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 97047 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137445376.000000 Penalty: 85743.609375
Iteration 145Q: 26 clusters Score -1.374454e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 172328 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54151 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 155739 members 
Mstep: Class 9 contains 15992 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 13 contains 180128 members 
Mstep: Class 14 contains 105086 members 
Mstep: Class 15 contains 11995 members 
Mstep: Class 16 contains 37508 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3834 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 34612 members 
Mstep: Class 21 contains 90871 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 96788 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137445520.000000 Penalty: 85743.609375
Iteration 146Q: 26 clusters Score -1.374455e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 172157 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54148 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 8 contains 155675 members 
Mstep: Class 9 contains 15943 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 180009 members 
Mstep: Class 14 contains 104983 members 
Mstep: Class 15 contains 11994 members 
Mstep: Class 16 contains 37509 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3831 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 35175 members 
Mstep: Class 21 contains 91073 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 96547 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137445600.000000 Penalty: 85743.609375
Iteration 147Q: 26 clusters Score -1.374456e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 171972 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54154 members 
Mstep: Class 7 contains 1225 members 
Mstep: Class 8 contains 155618 members 
Mstep: Class 9 contains 15883 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 179900 members 
Mstep: Class 14 contains 104881 members 
Mstep: Class 15 contains 11986 members 
Mstep: Class 16 contains 37520 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3832 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 35718 members 
Mstep: Class 21 contains 91258 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 96338 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137445648.000000 Penalty: 85743.609375
Iteration 148Q: 26 clusters Score -1.374456e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 171784 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54152 members 
Mstep: Class 7 contains 1225 members 
Mstep: Class 8 contains 155514 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 179819 members 
Mstep: Class 14 contains 104792 members 
Mstep: Class 15 contains 11974 members 
Mstep: Class 16 contains 37517 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3829 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 36275 members 
Mstep: Class 21 contains 91442 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 96125 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137446192.000000 Penalty: 85743.609375
Iteration 149Q: 26 clusters Score -1.374462e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 171595 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54173 members 
Mstep: Class 7 contains 1225 members 
Mstep: Class 8 contains 155432 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 179726 members 
Mstep: Class 14 contains 104679 members 
Mstep: Class 15 contains 11977 members 
Mstep: Class 16 contains 37517 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3821 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 36855 members 
Mstep: Class 21 contains 91583 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 95921 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137446272.000000 Penalty: 85743.609375
Iteration 150Q: 26 clusters Score -1.374463e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 171390 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54187 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 155367 members 
Mstep: Class 9 contains 15750 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 179622 members 
Mstep: Class 14 contains 104548 members 
Mstep: Class 15 contains 11987 members 
Mstep: Class 16 contains 37522 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3819 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 37444 members 
Mstep: Class 21 contains 91733 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 95717 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137446368.000000 Penalty: 85743.609375
Iteration 151Q: 26 clusters Score -1.374464e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 171229 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54196 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 155287 members 
Mstep: Class 9 contains 15709 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3132 members 
Mstep: Class 13 contains 179533 members 
Mstep: Class 14 contains 104440 members 
Mstep: Class 15 contains 11969 members 
Mstep: Class 16 contains 37527 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3816 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 38053 members 
Mstep: Class 21 contains 91848 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 95503 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137446672.000000 Penalty: 85743.609375
Iteration 152Q: 26 clusters Score -1.374467e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 171073 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54201 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 155230 members 
Mstep: Class 9 contains 15665 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 179447 members 
Mstep: Class 14 contains 104332 members 
Mstep: Class 15 contains 11960 members 
Mstep: Class 16 contains 37533 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3820 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 38631 members 
Mstep: Class 21 contains 91955 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 95278 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447232.000000 Penalty: 85743.609375
Iteration 153Q: 26 clusters Score -1.374472e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 170968 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54208 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 155166 members 
Mstep: Class 9 contains 15625 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 179359 members 
Mstep: Class 14 contains 104213 members 
Mstep: Class 15 contains 11955 members 
Mstep: Class 16 contains 37541 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3822 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 39185 members 
Mstep: Class 21 contains 92056 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 95052 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447232.000000 Penalty: 85743.609375
Iteration 154Q: 26 clusters Score -1.374472e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 170895 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54207 members 
Mstep: Class 7 contains 1225 members 
Mstep: Class 8 contains 155141 members 
Mstep: Class 9 contains 15575 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 179314 members 
Mstep: Class 14 contains 104072 members 
Mstep: Class 15 contains 11937 members 
Mstep: Class 16 contains 37538 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3822 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 39718 members 
Mstep: Class 21 contains 92149 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 94813 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447472.000000 Penalty: 85743.609375
Iteration 155Q: 26 clusters Score -1.374475e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 170805 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54206 members 
Mstep: Class 7 contains 1225 members 
Mstep: Class 8 contains 155107 members 
Mstep: Class 9 contains 15530 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 179266 members 
Mstep: Class 14 contains 103940 members 
Mstep: Class 15 contains 11896 members 
Mstep: Class 16 contains 37539 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 40282 members 
Mstep: Class 21 contains 92233 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 94594 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447424.000000 Penalty: 85743.609375
Iteration 156Q: 26 clusters Score -1.374474e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 170695 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54215 members 
Mstep: Class 7 contains 1225 members 
Mstep: Class 8 contains 155052 members 
Mstep: Class 9 contains 15484 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3133 members 
Mstep: Class 13 contains 179251 members 
Mstep: Class 14 contains 103794 members 
Mstep: Class 15 contains 11869 members 
Mstep: Class 16 contains 37542 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 40824 members 
Mstep: Class 21 contains 92318 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 94378 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447712.000000 Penalty: 85743.609375
Iteration 157Q: 26 clusters Score -1.374477e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 170578 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54212 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 155011 members 
Mstep: Class 9 contains 15447 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 179235 members 
Mstep: Class 14 contains 103657 members 
Mstep: Class 15 contains 11827 members 
Mstep: Class 16 contains 37533 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3839 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 41342 members 
Mstep: Class 21 contains 92428 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 94161 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447488.000000 Penalty: 85743.609375
Iteration 158Q: 26 clusters Score -1.374475e+08 nChanged 1499
Entering ConstructFrom: 
Score: -137447488.000000 Penalty: 85743.609375
Entering ConstructFrom: 
Trying to split cluster 1 (41025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Entering Unmasked Estep 
Score: -5714508.500000 Penalty: 2634.240234
	Iteration 0F: 2 clusters Score -5714508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -5686692.500000 Penalty: 5268.480469
	Iteration 0F: 3 clusters Score -5686692 nChanged 18897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5696991.500000 Penalty: 5268.480469
	Iteration 1F: 3 clusters Score -5696992 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -5697504.000000 Penalty: 5268.480469
	Iteration 2Q: 3 clusters Score -5697504 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5698147.000000 Penalty: 5268.480469
	Iteration 3Q: 3 clusters Score -5698147 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -5698981.500000 Penalty: 5268.480469
	Iteration 4Q: 3 clusters Score -5698982 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -5700250.500000 Penalty: 5268.480469
	Iteration 5F: 3 clusters Score -5700250 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -5702211.500000 Penalty: 5268.480469
	Iteration 6F: 3 clusters Score -5702212 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -5704926.500000 Penalty: 5268.480469
	Iteration 7F: 3 clusters Score -5704926 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -5707835.500000 Penalty: 5268.480469
	Iteration 8F: 3 clusters Score -5707836 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -5710144.500000 Penalty: 5268.480469
	Iteration 9F: 3 clusters Score -5710144 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -5711251.000000 Penalty: 5268.480469
	Iteration 10Q: 3 clusters Score -5711251 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5711745.500000 Penalty: 5268.480469
	Iteration 11Q: 3 clusters Score -5711746 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5711942.500000 Penalty: 5268.480469
	Iteration 12Q: 3 clusters Score -5711942 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -5712057.500000 Penalty: 5268.480469
	Iteration 13Q: 3 clusters Score -5712058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -5712144.000000 Penalty: 5268.480469
	Iteration 14Q: 3 clusters Score -5712144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -5712190.500000 Penalty: 5268.480469
	Iteration 15Q: 3 clusters Score -5712190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -5712212.000000 Penalty: 5268.480469
	Iteration 16Q: 3 clusters Score -5712212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5712230.000000 Penalty: 5268.480469
	Iteration 17Q: 3 clusters Score -5712230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5712235.500000 Penalty: 5268.480469
	Iteration 18Q: 3 clusters Score -5712236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5712239.000000 Penalty: 5268.480469
	Iteration 19Q: 3 clusters Score -5712239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5712240.000000 Penalty: 5268.480469
	Iteration 20F: 3 clusters Score -5712240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5712242.000000 Penalty: 5268.480469
	Iteration 21Q: 3 clusters Score -5712242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5712240.500000 Penalty: 5268.480469
	Iteration 22Q: 3 clusters Score -5712240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5712244.500000 Penalty: 5268.480469
	Iteration 23Q: 3 clusters Score -5712244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5712244.500000 Penalty: 5268.480469
	Iteration 24Q: 3 clusters Score -5712244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5712244.500000 Penalty: 5268.480469
	Iteration 25F: 3 clusters Score -5712244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (170482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170482 members 
Entering Unmasked Estep 
Score: -23454990.000000 Penalty: 2987.503418
	Iteration 0F: 2 clusters Score -2.345499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85315 members 
Mstep: Class 2 contains 85167 members 
Entering Unmasked Estep 
Score: -23344394.000000 Penalty: 5975.006836
	Iteration 0F: 3 clusters Score -2.334439e+07 nChanged 81876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86319 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
Score: -23392192.000000 Penalty: 5975.006836
	Iteration 1F: 3 clusters Score -2.339219e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -23393784.000000 Penalty: 5975.006836
	Iteration 2Q: 3 clusters Score -2.339378e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -23395982.000000 Penalty: 5975.006836
	Iteration 3Q: 3 clusters Score -2.339598e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -23399124.000000 Penalty: 5975.006836
	Iteration 4Q: 3 clusters Score -2.339912e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -23403720.000000 Penalty: 5975.006836
	Iteration 5F: 3 clusters Score -2.340372e+07 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -23411018.000000 Penalty: 5975.006836
	Iteration 6F: 3 clusters Score -2.341102e+07 nChanged 12953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112112 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -23421810.000000 Penalty: 5975.006836
	Iteration 7F: 3 clusters Score -2.342181e+07 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120933 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -23435126.000000 Penalty: 5975.006836
	Iteration 8F: 3 clusters Score -2.343513e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126701 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -23444164.000000 Penalty: 5975.006836
	Iteration 9F: 3 clusters Score -2.344416e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129757 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -23447002.000000 Penalty: 5975.006836
	Iteration 10Q: 3 clusters Score -2.3447e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131935 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -23447922.000000 Penalty: 5975.006836
	Iteration 11Q: 3 clusters Score -2.344792e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134009 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -23448634.000000 Penalty: 5975.006836
	Iteration 12Q: 3 clusters Score -2.344863e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136149 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -23449276.000000 Penalty: 5975.006836
	Iteration 13Q: 3 clusters Score -2.344928e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138328 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -23449918.000000 Penalty: 5975.006836
	Iteration 14Q: 3 clusters Score -2.344992e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140556 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -23450504.000000 Penalty: 5975.006836
	Iteration 15Q: 3 clusters Score -2.34505e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142859 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -23451078.000000 Penalty: 5975.006836
	Iteration 16Q: 3 clusters Score -2.345108e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145261 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -23451620.000000 Penalty: 5975.006836
	Iteration 17Q: 3 clusters Score -2.345162e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147587 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -23452194.000000 Penalty: 5975.006836
	Iteration 18Q: 3 clusters Score -2.345219e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149816 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -23452486.000000 Penalty: 5975.006836
	Iteration 19Q: 3 clusters Score -2.345249e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151861 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -23452762.000000 Penalty: 5975.006836
	Iteration 20F: 3 clusters Score -2.345276e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153751 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -23453274.000000 Penalty: 5975.006836
	Iteration 21Q: 3 clusters Score -2.345327e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155476 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -23453434.000000 Penalty: 5975.006836
	Iteration 22Q: 3 clusters Score -2.345343e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -23453612.000000 Penalty: 5975.006836
	Iteration 23Q: 3 clusters Score -2.345361e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158609 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -23453750.000000 Penalty: 5975.006836
	Iteration 24Q: 3 clusters Score -2.345375e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159936 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -23453782.000000 Penalty: 5975.006836
	Iteration 25Q: 3 clusters Score -2.345378e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161072 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -23454016.000000 Penalty: 5975.006836
	Iteration 26Q: 3 clusters Score -2.345402e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162088 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -23454100.000000 Penalty: 5975.006836
	Iteration 27Q: 3 clusters Score -2.34541e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162967 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -23454196.000000 Penalty: 5975.006836
	Iteration 28Q: 3 clusters Score -2.34542e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163793 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -23454246.000000 Penalty: 5975.006836
	Iteration 29Q: 3 clusters Score -2.345425e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164487 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -23454292.000000 Penalty: 5975.006836
	Iteration 30Q: 3 clusters Score -2.345429e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165057 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -23454264.000000 Penalty: 5975.006836
	Iteration 31Q: 3 clusters Score -2.345426e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165541 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -23454286.000000 Penalty: 5975.006836
	Iteration 32Q: 3 clusters Score -2.345429e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165976 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -23454288.000000 Penalty: 5975.006836
	Iteration 33Q: 3 clusters Score -2.345429e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166336 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -23454196.000000 Penalty: 5975.006836
	Iteration 34Q: 3 clusters Score -2.34542e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -23454122.000000 Penalty: 5975.006836
	Iteration 35Q: 3 clusters Score -2.345412e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166910 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -23454176.000000 Penalty: 5975.006836
	Iteration 36Q: 3 clusters Score -2.345418e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167132 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -23454176.000000 Penalty: 5975.006836
	Iteration 37Q: 3 clusters Score -2.345418e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167305 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -23454114.000000 Penalty: 5975.006836
	Iteration 38Q: 3 clusters Score -2.345411e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -23454126.000000 Penalty: 5975.006836
	Iteration 39Q: 3 clusters Score -2.345413e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167576 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -23454112.000000 Penalty: 5975.006836
	Iteration 40F: 3 clusters Score -2.345411e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167673 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -23454132.000000 Penalty: 5975.006836
	Iteration 41Q: 3 clusters Score -2.345413e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167766 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -23454100.000000 Penalty: 5975.006836
	Iteration 42Q: 3 clusters Score -2.34541e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167849 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -23454046.000000 Penalty: 5975.006836
	Iteration 43Q: 3 clusters Score -2.345405e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167914 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -23454016.000000 Penalty: 5975.006836
	Iteration 44Q: 3 clusters Score -2.345402e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167970 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -23454004.000000 Penalty: 5975.006836
	Iteration 45Q: 3 clusters Score -2.3454e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168018 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -23453988.000000 Penalty: 5975.006836
	Iteration 46Q: 3 clusters Score -2.345399e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168062 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -23453998.000000 Penalty: 5975.006836
	Iteration 47Q: 3 clusters Score -2.3454e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168105 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -23453978.000000 Penalty: 5975.006836
	Iteration 48Q: 3 clusters Score -2.345398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168147 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -23453986.000000 Penalty: 5975.006836
	Iteration 49Q: 3 clusters Score -2.345399e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168189 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -23453962.000000 Penalty: 5975.006836
	Iteration 50Q: 3 clusters Score -2.345396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168215 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -23453970.000000 Penalty: 5975.006836
	Iteration 51Q: 3 clusters Score -2.345397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168230 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -23453962.000000 Penalty: 5975.006836
	Iteration 52Q: 3 clusters Score -2.345396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168244 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -23453950.000000 Penalty: 5975.006836
	Iteration 53Q: 3 clusters Score -2.345395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168253 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -23453946.000000 Penalty: 5975.006836
	Iteration 54Q: 3 clusters Score -2.345395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168261 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -23453982.000000 Penalty: 5975.006836
	Iteration 55Q: 3 clusters Score -2.345398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168265 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -23453992.000000 Penalty: 5975.006836
	Iteration 56Q: 3 clusters Score -2.345399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -23453972.000000 Penalty: 5975.006836
	Iteration 57Q: 3 clusters Score -2.345397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168274 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -23453960.000000 Penalty: 5975.006836
	Iteration 58Q: 3 clusters Score -2.345396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168280 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -23453952.000000 Penalty: 5975.006836
	Iteration 59Q: 3 clusters Score -2.345395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168285 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -23453942.000000 Penalty: 5975.006836
	Iteration 60F: 3 clusters Score -2.345394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168291 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -23453940.000000 Penalty: 5975.006836
	Iteration 61Q: 3 clusters Score -2.345394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168295 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -23453946.000000 Penalty: 5975.006836
	Iteration 62Q: 3 clusters Score -2.345395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168298 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -23453914.000000 Penalty: 5975.006836
	Iteration 63Q: 3 clusters Score -2.345391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168300 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -23453926.000000 Penalty: 5975.006836
	Iteration 64Q: 3 clusters Score -2.345393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168303 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -23453928.000000 Penalty: 5975.006836
	Iteration 65Q: 3 clusters Score -2.345393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168305 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -23453932.000000 Penalty: 5975.006836
	Iteration 66Q: 3 clusters Score -2.345393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168307 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -23453928.000000 Penalty: 5975.006836
	Iteration 67Q: 3 clusters Score -2.345393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168308 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -23453938.000000 Penalty: 5975.006836
	Iteration 68Q: 3 clusters Score -2.345394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168308 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -23453938.000000 Penalty: 5975.006836
	Iteration 69F: 3 clusters Score -2.345394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -102035.789062 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -102035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100275.343750 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -100275.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100654.460938 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -100654.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100817.335938 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -100817.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100925.492188 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -100925.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101052.500000 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -101052.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101272.781250 Penalty: 3343.883545
	Iteration 5F: 3 clusters Score -101272.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101555.070312 Penalty: 3343.883545
	Iteration 6F: 3 clusters Score -101555.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101799.226562 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -101799.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101933.054688 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -101933.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101980.796875 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -101980.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102016.453125 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -102016.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -102037.250000 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -102037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102048.257812 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -102048.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -102065.132812 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -102065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102068.468750 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -102068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102072.968750 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -102073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102072.968750 Penalty: 3343.883545
	Iteration 16F: 3 clusters Score -102073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 170482 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54206 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 154960 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 179249 members 
Mstep: Class 14 contains 103538 members 
Mstep: Class 15 contains 11788 members 
Mstep: Class 16 contains 37532 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 41831 members 
Mstep: Class 21 contains 92515 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 93938 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 467 members 
Entering Unmasked Estep 
Score: -137445584.000000 Penalty: 89173.351562
Splitting cluster 3 changes total score from -137447488.000000 to -137445584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -518415.281250 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -518415.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -514581.281250 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -514581.3 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -515488.531250 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -515488.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -515772.718750 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -515772.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -515992.531250 Penalty: 4105.091797
	Iteration 3F: 3 clusters Score -515992.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -516185.656250 Penalty: 4105.091797
	Iteration 4F: 3 clusters Score -516185.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -516322.843750 Penalty: 4105.091797
	Iteration 5Q: 3 clusters Score -516322.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -516436.093750 Penalty: 4105.091797
	Iteration 6Q: 3 clusters Score -516436.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -516540.656250 Penalty: 4105.091797
	Iteration 7Q: 3 clusters Score -516540.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -516641.375000 Penalty: 4105.091797
	Iteration 8Q: 3 clusters Score -516641.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -516708.250000 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -516708.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -516764.687500 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -516764.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -516804.218750 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -516804.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -516829.843750 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -516829.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -516856.250000 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -516856.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -516872.781250 Penalty: 4105.091797
	Iteration 14Q: 3 clusters Score -516872.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -516882.281250 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -516882.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -516891.093750 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -516891.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -516900.406250 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -516900.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -516910.000000 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -516910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -516915.375000 Penalty: 4105.091797
	Iteration 19Q: 3 clusters Score -516915.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -516919.406250 Penalty: 4105.091797
	Iteration 20F: 3 clusters Score -516919.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -516921.968750 Penalty: 4105.091797
	Iteration 21Q: 3 clusters Score -516922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -516922.718750 Penalty: 4105.091797
	Iteration 22Q: 3 clusters Score -516922.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -516923.468750 Penalty: 4105.091797
	Iteration 23Q: 3 clusters Score -516923.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -516924.125000 Penalty: 4105.091797
	Iteration 24Q: 3 clusters Score -516924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -516925.531250 Penalty: 4105.091797
	Iteration 25Q: 3 clusters Score -516925.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -516929.312500 Penalty: 4105.091797
	Iteration 26Q: 3 clusters Score -516929.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -516932.375000 Penalty: 4105.091797
	Iteration 27Q: 3 clusters Score -516932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -516933.343750 Penalty: 4105.091797
	Iteration 28Q: 3 clusters Score -516933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -516934.593750 Penalty: 4105.091797
	Iteration 29Q: 3 clusters Score -516934.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -516936.687500 Penalty: 4105.091797
	Iteration 30Q: 3 clusters Score -516936.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -516939.718750 Penalty: 4105.091797
	Iteration 31Q: 3 clusters Score -516939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -516943.062500 Penalty: 4105.091797
	Iteration 32Q: 3 clusters Score -516943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -516945.281250 Penalty: 4105.091797
	Iteration 33Q: 3 clusters Score -516945.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -516945.281250 Penalty: 4105.091797
	Iteration 34F: 3 clusters Score -516945.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -66400.015625 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -66400.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64860.523438 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -64860.52 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65103.269531 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -65103.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65199.535156 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -65199.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65292.214844 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -65292.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65361.660156 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -65361.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65421.433594 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -65421.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65499.535156 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -65499.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65668.921875 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -65668.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65772.929688 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -65772.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65868.195312 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -65868.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65927.203125 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -65927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65963.078125 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -65963.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66001.625000 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -66001.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66008.812500 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -66008.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66020.070312 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -66020.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66036.773438 Penalty: 3116.004150
	Iteration 15Q: 3 clusters Score -66036.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66057.804688 Penalty: 3116.004150
	Iteration 16Q: 3 clusters Score -66057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66071.273438 Penalty: 3116.004150
	Iteration 17Q: 3 clusters Score -66071.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66074.203125 Penalty: 3116.004150
	Iteration 18Q: 3 clusters Score -66074.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66077.421875 Penalty: 3116.004150
	Iteration 19Q: 3 clusters Score -66077.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66082.953125 Penalty: 3116.004150
	Iteration 20F: 3 clusters Score -66082.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66084.585938 Penalty: 3116.004150
	Iteration 21Q: 3 clusters Score -66084.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66091.570312 Penalty: 3116.004150
	Iteration 22Q: 3 clusters Score -66091.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66091.570312 Penalty: 3116.004150
	Iteration 23F: 3 clusters Score -66091.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Entering Unmasked Estep 
Score: -7303137.000000 Penalty: 2703.335693
	Iteration 0F: 2 clusters Score -7303137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -7266724.500000 Penalty: 5406.671387
	Iteration 0F: 3 clusters Score -7266724 nChanged 25193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -7281231.500000 Penalty: 5406.671387
	Iteration 1F: 3 clusters Score -7281232 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -7282086.500000 Penalty: 5406.671387
	Iteration 2Q: 3 clusters Score -7282086 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -7283153.000000 Penalty: 5406.671387
	Iteration 3Q: 3 clusters Score -7283153 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -7284418.500000 Penalty: 5406.671387
	Iteration 4F: 3 clusters Score -7284418 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -7285844.000000 Penalty: 5406.671387
	Iteration 5F: 3 clusters Score -7285844 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -7287449.000000 Penalty: 5406.671387
	Iteration 6F: 3 clusters Score -7287449 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -7289047.000000 Penalty: 5406.671387
	Iteration 7F: 3 clusters Score -7289047 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -7290405.000000 Penalty: 5406.671387
	Iteration 8Q: 3 clusters Score -7290405 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -7291428.000000 Penalty: 5406.671387
	Iteration 9Q: 3 clusters Score -7291428 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -7292332.000000 Penalty: 5406.671387
	Iteration 10Q: 3 clusters Score -7292332 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -7293196.000000 Penalty: 5406.671387
	Iteration 11Q: 3 clusters Score -7293196 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -7294155.000000 Penalty: 5406.671387
	Iteration 12Q: 3 clusters Score -7294155 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -7295490.000000 Penalty: 5406.671387
	Iteration 13Q: 3 clusters Score -7295490 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -7297114.500000 Penalty: 5406.671387
	Iteration 14Q: 3 clusters Score -7297114 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -7298784.000000 Penalty: 5406.671387
	Iteration 15Q: 3 clusters Score -7298784 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -7299917.500000 Penalty: 5406.671387
	Iteration 16Q: 3 clusters Score -7299918 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -7300425.500000 Penalty: 5406.671387
	Iteration 17Q: 3 clusters Score -7300426 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -7300634.500000 Penalty: 5406.671387
	Iteration 18Q: 3 clusters Score -7300634 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -7300732.500000 Penalty: 5406.671387
	Iteration 19Q: 3 clusters Score -7300732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -7300794.000000 Penalty: 5406.671387
	Iteration 20F: 3 clusters Score -7300794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -7300821.500000 Penalty: 5406.671387
	Iteration 21Q: 3 clusters Score -7300822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -7300865.500000 Penalty: 5406.671387
	Iteration 22Q: 3 clusters Score -7300866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -7300891.000000 Penalty: 5406.671387
	Iteration 23Q: 3 clusters Score -7300891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -7300900.000000 Penalty: 5406.671387
	Iteration 24Q: 3 clusters Score -7300900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -7300910.000000 Penalty: 5406.671387
	Iteration 25Q: 3 clusters Score -7300910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -7300919.500000 Penalty: 5406.671387
	Iteration 26Q: 3 clusters Score -7300920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -7300929.500000 Penalty: 5406.671387
	Iteration 27Q: 3 clusters Score -7300930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -7300945.500000 Penalty: 5406.671387
	Iteration 28Q: 3 clusters Score -7300946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -7300947.000000 Penalty: 5406.671387
	Iteration 29Q: 3 clusters Score -7300947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -7300946.000000 Penalty: 5406.671387
	Iteration 30Q: 3 clusters Score -7300946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -7300954.000000 Penalty: 5406.671387
	Iteration 31Q: 3 clusters Score -7300954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -7300952.000000 Penalty: 5406.671387
	Iteration 32Q: 3 clusters Score -7300952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -7300958.000000 Penalty: 5406.671387
	Iteration 33Q: 3 clusters Score -7300958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -7300962.500000 Penalty: 5406.671387
	Iteration 34Q: 3 clusters Score -7300962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -7300969.000000 Penalty: 5406.671387
	Iteration 35Q: 3 clusters Score -7300969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -7300965.500000 Penalty: 5406.671387
	Iteration 36Q: 3 clusters Score -7300966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -7300968.000000 Penalty: 5406.671387
	Iteration 37Q: 3 clusters Score -7300968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -7300972.500000 Penalty: 5406.671387
	Iteration 38Q: 3 clusters Score -7300972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -7300972.500000 Penalty: 5406.671387
	Iteration 39F: 3 clusters Score -7300972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -155980.203125 Penalty: 1763.857178
	Iteration 0F: 2 clusters Score -155980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153891.359375 Penalty: 3527.714355
	Iteration 0F: 3 clusters Score -153891.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -154242.718750 Penalty: 3527.714355
	Iteration 1F: 3 clusters Score -154242.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -154433.000000 Penalty: 3527.714355
	Iteration 2F: 3 clusters Score -154433 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -154597.750000 Penalty: 3527.714355
	Iteration 3F: 3 clusters Score -154597.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -154821.703125 Penalty: 3527.714355
	Iteration 4F: 3 clusters Score -154821.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155030.531250 Penalty: 3527.714355
	Iteration 5F: 3 clusters Score -155030.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155260.671875 Penalty: 3527.714355
	Iteration 6F: 3 clusters Score -155260.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155406.000000 Penalty: 3527.714355
	Iteration 7F: 3 clusters Score -155406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -155516.250000 Penalty: 3527.714355
	Iteration 8Q: 3 clusters Score -155516.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -155590.812500 Penalty: 3527.714355
	Iteration 9Q: 3 clusters Score -155590.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -155639.937500 Penalty: 3527.714355
	Iteration 10Q: 3 clusters Score -155639.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -155676.578125 Penalty: 3527.714355
	Iteration 11Q: 3 clusters Score -155676.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -155711.437500 Penalty: 3527.714355
	Iteration 12Q: 3 clusters Score -155711.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -155731.984375 Penalty: 3527.714355
	Iteration 13Q: 3 clusters Score -155732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -155743.703125 Penalty: 3527.714355
	Iteration 14Q: 3 clusters Score -155743.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -155756.437500 Penalty: 3527.714355
	Iteration 15Q: 3 clusters Score -155756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -155760.328125 Penalty: 3527.714355
	Iteration 16Q: 3 clusters Score -155760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -155762.531250 Penalty: 3527.714355
	Iteration 17Q: 3 clusters Score -155762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -155762.937500 Penalty: 3527.714355
	Iteration 18Q: 3 clusters Score -155762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -155762.937500 Penalty: 3527.714355
	Iteration 19F: 3 clusters Score -155762.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (154960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154960 members 
Entering Unmasked Estep 
Score: -21381542.000000 Penalty: 2963.828613
	Iteration 0F: 2 clusters Score -2.138154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77335 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -21279196.000000 Penalty: 5927.657227
	Iteration 0F: 3 clusters Score -2.12792e+07 nChanged 74306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -21322422.000000 Penalty: 5927.657227
	Iteration 1F: 3 clusters Score -2.132242e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -21323718.000000 Penalty: 5927.657227
	Iteration 2Q: 3 clusters Score -2.132372e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 80576 members 
Entering Unmasked Estep 
Score: -21325258.000000 Penalty: 5927.657227
	Iteration 3Q: 3 clusters Score -2.132526e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72195 members 
Mstep: Class 2 contains 82765 members 
Entering Unmasked Estep 
Score: -21327502.000000 Penalty: 5927.657227
	Iteration 4Q: 3 clusters Score -2.13275e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 86264 members 
Entering Unmasked Estep 
Score: -21330670.000000 Penalty: 5927.657227
	Iteration 5Q: 3 clusters Score -2.133067e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -21335874.000000 Penalty: 5927.657227
	Iteration 6F: 3 clusters Score -2.133587e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 98667 members 
Entering Unmasked Estep 
Score: -21343578.000000 Penalty: 5927.657227
	Iteration 7F: 3 clusters Score -2.134358e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 106532 members 
Entering Unmasked Estep 
Score: -21353090.000000 Penalty: 5927.657227
	Iteration 8F: 3 clusters Score -2.135309e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 113231 members 
Entering Unmasked Estep 
Score: -21362258.000000 Penalty: 5927.657227
	Iteration 9F: 3 clusters Score -2.136226e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 117692 members 
Entering Unmasked Estep 
Score: -21367746.000000 Penalty: 5927.657227
	Iteration 10Q: 3 clusters Score -2.136775e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 120749 members 
Entering Unmasked Estep 
Score: -21370322.000000 Penalty: 5927.657227
	Iteration 11Q: 3 clusters Score -2.137032e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 123204 members 
Entering Unmasked Estep 
Score: -21371712.000000 Penalty: 5927.657227
	Iteration 12Q: 3 clusters Score -2.137171e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 125260 members 
Entering Unmasked Estep 
Score: -21372516.000000 Penalty: 5927.657227
	Iteration 13Q: 3 clusters Score -2.137252e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 127177 members 
Entering Unmasked Estep 
Score: -21373424.000000 Penalty: 5927.657227
	Iteration 14Q: 3 clusters Score -2.137342e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 128909 members 
Entering Unmasked Estep 
Score: -21374096.000000 Penalty: 5927.657227
	Iteration 15Q: 3 clusters Score -2.13741e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 130508 members 
Entering Unmasked Estep 
Score: -21374688.000000 Penalty: 5927.657227
	Iteration 16Q: 3 clusters Score -2.137469e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 131994 members 
Entering Unmasked Estep 
Score: -21375254.000000 Penalty: 5927.657227
	Iteration 17Q: 3 clusters Score -2.137525e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 133456 members 
Entering Unmasked Estep 
Score: -21375730.000000 Penalty: 5927.657227
	Iteration 18Q: 3 clusters Score -2.137573e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 134903 members 
Entering Unmasked Estep 
Score: -21376258.000000 Penalty: 5927.657227
	Iteration 19Q: 3 clusters Score -2.137626e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 136342 members 
Entering Unmasked Estep 
Score: -21376628.000000 Penalty: 5927.657227
	Iteration 20F: 3 clusters Score -2.137663e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 137694 members 
Entering Unmasked Estep 
Score: -21376978.000000 Penalty: 5927.657227
	Iteration 21Q: 3 clusters Score -2.137698e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 139001 members 
Entering Unmasked Estep 
Score: -21377340.000000 Penalty: 5927.657227
	Iteration 22Q: 3 clusters Score -2.137734e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 140246 members 
Entering Unmasked Estep 
Score: -21377704.000000 Penalty: 5927.657227
	Iteration 23Q: 3 clusters Score -2.13777e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 141430 members 
Entering Unmasked Estep 
Score: -21378006.000000 Penalty: 5927.657227
	Iteration 24Q: 3 clusters Score -2.137801e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 142534 members 
Entering Unmasked Estep 
Score: -21378256.000000 Penalty: 5927.657227
	Iteration 25Q: 3 clusters Score -2.137826e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 143501 members 
Entering Unmasked Estep 
Score: -21378390.000000 Penalty: 5927.657227
	Iteration 26Q: 3 clusters Score -2.137839e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 144365 members 
Entering Unmasked Estep 
Score: -21378460.000000 Penalty: 5927.657227
	Iteration 27Q: 3 clusters Score -2.137846e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 145140 members 
Entering Unmasked Estep 
Score: -21378604.000000 Penalty: 5927.657227
	Iteration 28Q: 3 clusters Score -2.13786e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 145864 members 
Entering Unmasked Estep 
Score: -21378740.000000 Penalty: 5927.657227
	Iteration 29Q: 3 clusters Score -2.137874e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 146536 members 
Entering Unmasked Estep 
Score: -21378786.000000 Penalty: 5927.657227
	Iteration 30Q: 3 clusters Score -2.137879e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 147175 members 
Entering Unmasked Estep 
Score: -21378916.000000 Penalty: 5927.657227
	Iteration 31Q: 3 clusters Score -2.137892e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 147747 members 
Entering Unmasked Estep 
Score: -21379080.000000 Penalty: 5927.657227
	Iteration 32Q: 3 clusters Score -2.137908e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 148280 members 
Entering Unmasked Estep 
Score: -21379192.000000 Penalty: 5927.657227
	Iteration 33Q: 3 clusters Score -2.137919e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 148747 members 
Entering Unmasked Estep 
Score: -21379272.000000 Penalty: 5927.657227
	Iteration 34Q: 3 clusters Score -2.137927e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 149176 members 
Entering Unmasked Estep 
Score: -21379322.000000 Penalty: 5927.657227
	Iteration 35Q: 3 clusters Score -2.137932e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 149571 members 
Entering Unmasked Estep 
Score: -21379336.000000 Penalty: 5927.657227
	Iteration 36Q: 3 clusters Score -2.137934e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 149926 members 
Entering Unmasked Estep 
Score: -21379344.000000 Penalty: 5927.657227
	Iteration 37Q: 3 clusters Score -2.137934e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 150223 members 
Entering Unmasked Estep 
Score: -21379398.000000 Penalty: 5927.657227
	Iteration 38Q: 3 clusters Score -2.13794e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 150516 members 
Entering Unmasked Estep 
Score: -21379408.000000 Penalty: 5927.657227
	Iteration 39Q: 3 clusters Score -2.137941e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 150769 members 
Entering Unmasked Estep 
Score: -21379456.000000 Penalty: 5927.657227
	Iteration 40F: 3 clusters Score -2.137946e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 150994 members 
Entering Unmasked Estep 
Score: -21379528.000000 Penalty: 5927.657227
	Iteration 41Q: 3 clusters Score -2.137953e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 151205 members 
Entering Unmasked Estep 
Score: -21379502.000000 Penalty: 5927.657227
	Iteration 42Q: 3 clusters Score -2.13795e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 151405 members 
Entering Unmasked Estep 
Score: -21379568.000000 Penalty: 5927.657227
	Iteration 43Q: 3 clusters Score -2.137957e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 151589 members 
Entering Unmasked Estep 
Score: -21379586.000000 Penalty: 5927.657227
	Iteration 44Q: 3 clusters Score -2.137959e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 151753 members 
Entering Unmasked Estep 
Score: -21379618.000000 Penalty: 5927.657227
	Iteration 45Q: 3 clusters Score -2.137962e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 151900 members 
Entering Unmasked Estep 
Score: -21379632.000000 Penalty: 5927.657227
	Iteration 46Q: 3 clusters Score -2.137963e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 152046 members 
Entering Unmasked Estep 
Score: -21379642.000000 Penalty: 5927.657227
	Iteration 47Q: 3 clusters Score -2.137964e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 152165 members 
Entering Unmasked Estep 
Score: -21379668.000000 Penalty: 5927.657227
	Iteration 48Q: 3 clusters Score -2.137967e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 152259 members 
Entering Unmasked Estep 
Score: -21379694.000000 Penalty: 5927.657227
	Iteration 49Q: 3 clusters Score -2.137969e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 152340 members 
Entering Unmasked Estep 
Score: -21379732.000000 Penalty: 5927.657227
	Iteration 50Q: 3 clusters Score -2.137973e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 152418 members 
Entering Unmasked Estep 
Score: -21379702.000000 Penalty: 5927.657227
	Iteration 51Q: 3 clusters Score -2.13797e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 152474 members 
Entering Unmasked Estep 
Score: -21379728.000000 Penalty: 5927.657227
	Iteration 52Q: 3 clusters Score -2.137973e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 152522 members 
Entering Unmasked Estep 
Score: -21379744.000000 Penalty: 5927.657227
	Iteration 53Q: 3 clusters Score -2.137974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -21379736.000000 Penalty: 5927.657227
	Iteration 54Q: 3 clusters Score -2.137974e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 152622 members 
Entering Unmasked Estep 
Score: -21379722.000000 Penalty: 5927.657227
	Iteration 55Q: 3 clusters Score -2.137972e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 152672 members 
Entering Unmasked Estep 
Score: -21379708.000000 Penalty: 5927.657227
	Iteration 56Q: 3 clusters Score -2.137971e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 152725 members 
Entering Unmasked Estep 
Score: -21379704.000000 Penalty: 5927.657227
	Iteration 57Q: 3 clusters Score -2.13797e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 152770 members 
Entering Unmasked Estep 
Score: -21379732.000000 Penalty: 5927.657227
	Iteration 58Q: 3 clusters Score -2.137973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 152803 members 
Entering Unmasked Estep 
Score: -21379746.000000 Penalty: 5927.657227
	Iteration 59Q: 3 clusters Score -2.137975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 152835 members 
Entering Unmasked Estep 
Score: -21379726.000000 Penalty: 5927.657227
	Iteration 60F: 3 clusters Score -2.137973e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 152856 members 
Entering Unmasked Estep 
Score: -21379742.000000 Penalty: 5927.657227
	Iteration 61Q: 3 clusters Score -2.137974e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 152886 members 
Entering Unmasked Estep 
Score: -21379730.000000 Penalty: 5927.657227
	Iteration 62Q: 3 clusters Score -2.137973e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 152908 members 
Entering Unmasked Estep 
Score: -21379730.000000 Penalty: 5927.657227
	Iteration 63Q: 3 clusters Score -2.137973e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 152932 members 
Entering Unmasked Estep 
Score: -21379752.000000 Penalty: 5927.657227
	Iteration 64Q: 3 clusters Score -2.137975e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -21379726.000000 Penalty: 5927.657227
	Iteration 65Q: 3 clusters Score -2.137973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 152971 members 
Entering Unmasked Estep 
Score: -21379728.000000 Penalty: 5927.657227
	Iteration 66Q: 3 clusters Score -2.137973e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 152993 members 
Entering Unmasked Estep 
Score: -21379740.000000 Penalty: 5927.657227
	Iteration 67Q: 3 clusters Score -2.137974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 153007 members 
Entering Unmasked Estep 
Score: -21379746.000000 Penalty: 5927.657227
	Iteration 68Q: 3 clusters Score -2.137975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 153024 members 
Entering Unmasked Estep 
Score: -21379750.000000 Penalty: 5927.657227
	Iteration 69Q: 3 clusters Score -2.137975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 153041 members 
Entering Unmasked Estep 
Score: -21379784.000000 Penalty: 5927.657227
	Iteration 70Q: 3 clusters Score -2.137978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 153051 members 
Entering Unmasked Estep 
Score: -21379782.000000 Penalty: 5927.657227
	Iteration 71Q: 3 clusters Score -2.137978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 153060 members 
Entering Unmasked Estep 
Score: -21379764.000000 Penalty: 5927.657227
	Iteration 72Q: 3 clusters Score -2.137976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 153074 members 
Entering Unmasked Estep 
Score: -21379760.000000 Penalty: 5927.657227
	Iteration 73Q: 3 clusters Score -2.137976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 153084 members 
Entering Unmasked Estep 
Score: -21379774.000000 Penalty: 5927.657227
	Iteration 74Q: 3 clusters Score -2.137977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 153094 members 
Entering Unmasked Estep 
Score: -21379788.000000 Penalty: 5927.657227
	Iteration 75Q: 3 clusters Score -2.137979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 153099 members 
Entering Unmasked Estep 
Score: -21379794.000000 Penalty: 5927.657227
	Iteration 76Q: 3 clusters Score -2.137979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 153101 members 
Entering Unmasked Estep 
Score: -21379790.000000 Penalty: 5927.657227
	Iteration 77Q: 3 clusters Score -2.137979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 153103 members 
Entering Unmasked Estep 
Score: -21379780.000000 Penalty: 5927.657227
	Iteration 78Q: 3 clusters Score -2.137978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 153106 members 
Entering Unmasked Estep 
Score: -21379790.000000 Penalty: 5927.657227
	Iteration 79Q: 3 clusters Score -2.137979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 153111 members 
Entering Unmasked Estep 
Score: -21379784.000000 Penalty: 5927.657227
	Iteration 80F: 3 clusters Score -2.137978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 153113 members 
Entering Unmasked Estep 
Score: -21379788.000000 Penalty: 5927.657227
	Iteration 81Q: 3 clusters Score -2.137979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 153116 members 
Entering Unmasked Estep 
Score: -21379784.000000 Penalty: 5927.657227
	Iteration 82Q: 3 clusters Score -2.137978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 153118 members 
Entering Unmasked Estep 
Score: -21379788.000000 Penalty: 5927.657227
	Iteration 83Q: 3 clusters Score -2.137979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 153118 members 
Entering Unmasked Estep 
Score: -21379788.000000 Penalty: 5927.657227
	Iteration 84F: 3 clusters Score -2.137979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Entering Unmasked Estep 
Score: -2146981.250000 Penalty: 2391.471680
	Iteration 0F: 2 clusters Score -2146981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2135914.250000 Penalty: 4782.943359
	Iteration 0F: 3 clusters Score -2135914 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2139419.250000 Penalty: 4782.943359
	Iteration 1F: 3 clusters Score -2139419 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2139839.000000 Penalty: 4782.943359
	Iteration 2F: 3 clusters Score -2139839 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2140213.000000 Penalty: 4782.943359
	Iteration 3F: 3 clusters Score -2140213 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2140517.250000 Penalty: 4782.943359
	Iteration 4Q: 3 clusters Score -2140517 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2140872.250000 Penalty: 4782.943359
	Iteration 5Q: 3 clusters Score -2140872 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2141317.250000 Penalty: 4782.943359
	Iteration 6Q: 3 clusters Score -2141317 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2141849.500000 Penalty: 4782.943359
	Iteration 7F: 3 clusters Score -2141850 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2142464.250000 Penalty: 4782.943359
	Iteration 8F: 3 clusters Score -2142464 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2143198.250000 Penalty: 4782.943359
	Iteration 9F: 3 clusters Score -2143198 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2143862.000000 Penalty: 4782.943359
	Iteration 10Q: 3 clusters Score -2143862 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2144328.250000 Penalty: 4782.943359
	Iteration 11Q: 3 clusters Score -2144328 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2144584.500000 Penalty: 4782.943359
	Iteration 12Q: 3 clusters Score -2144584 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2144719.750000 Penalty: 4782.943359
	Iteration 13Q: 3 clusters Score -2144720 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2144795.750000 Penalty: 4782.943359
	Iteration 14Q: 3 clusters Score -2144796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2144846.250000 Penalty: 4782.943359
	Iteration 15Q: 3 clusters Score -2144846 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2144874.500000 Penalty: 4782.943359
	Iteration 16Q: 3 clusters Score -2144874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2144899.750000 Penalty: 4782.943359
	Iteration 17Q: 3 clusters Score -2144900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2144918.500000 Penalty: 4782.943359
	Iteration 18Q: 3 clusters Score -2144918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2144931.750000 Penalty: 4782.943359
	Iteration 19Q: 3 clusters Score -2144932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2144943.250000 Penalty: 4782.943359
	Iteration 20F: 3 clusters Score -2144943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2144954.750000 Penalty: 4782.943359
	Iteration 21Q: 3 clusters Score -2144955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2144969.250000 Penalty: 4782.943359
	Iteration 22Q: 3 clusters Score -2144969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2144982.000000 Penalty: 4782.943359
	Iteration 23Q: 3 clusters Score -2144982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2144994.750000 Penalty: 4782.943359
	Iteration 24Q: 3 clusters Score -2144995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2145003.750000 Penalty: 4782.943359
	Iteration 25Q: 3 clusters Score -2145004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2145010.250000 Penalty: 4782.943359
	Iteration 26Q: 3 clusters Score -2145010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2145014.750000 Penalty: 4782.943359
	Iteration 27Q: 3 clusters Score -2145015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2145024.750000 Penalty: 4782.943359
	Iteration 28Q: 3 clusters Score -2145025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2145029.500000 Penalty: 4782.943359
	Iteration 29Q: 3 clusters Score -2145030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2145040.750000 Penalty: 4782.943359
	Iteration 30Q: 3 clusters Score -2145041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2145045.000000 Penalty: 4782.943359
	Iteration 31Q: 3 clusters Score -2145045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2145050.750000 Penalty: 4782.943359
	Iteration 32Q: 3 clusters Score -2145051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2145050.000000 Penalty: 4782.943359
	Iteration 33Q: 3 clusters Score -2145050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2145053.500000 Penalty: 4782.943359
	Iteration 34Q: 3 clusters Score -2145054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2145059.500000 Penalty: 4782.943359
	Iteration 35Q: 3 clusters Score -2145060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2145062.000000 Penalty: 4782.943359
	Iteration 36Q: 3 clusters Score -2145062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2145067.500000 Penalty: 4782.943359
	Iteration 37Q: 3 clusters Score -2145068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2145070.750000 Penalty: 4782.943359
	Iteration 38Q: 3 clusters Score -2145071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2145069.500000 Penalty: 4782.943359
	Iteration 39Q: 3 clusters Score -2145070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2145072.250000 Penalty: 4782.943359
	Iteration 40F: 3 clusters Score -2145072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2145073.750000 Penalty: 4782.943359
	Iteration 41Q: 3 clusters Score -2145074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2145077.500000 Penalty: 4782.943359
	Iteration 42Q: 3 clusters Score -2145078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2145080.500000 Penalty: 4782.943359
	Iteration 43Q: 3 clusters Score -2145080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2145085.750000 Penalty: 4782.943359
	Iteration 44Q: 3 clusters Score -2145086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2145088.750000 Penalty: 4782.943359
	Iteration 45Q: 3 clusters Score -2145089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2145090.000000 Penalty: 4782.943359
	Iteration 46Q: 3 clusters Score -2145090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2145089.250000 Penalty: 4782.943359
	Iteration 47Q: 3 clusters Score -2145089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2145086.750000 Penalty: 4782.943359
	Iteration 48Q: 3 clusters Score -2145087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2145087.750000 Penalty: 4782.943359
	Iteration 49Q: 3 clusters Score -2145088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2145087.500000 Penalty: 4782.943359
	Iteration 50Q: 3 clusters Score -2145088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2145088.250000 Penalty: 4782.943359
	Iteration 51Q: 3 clusters Score -2145088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2145091.000000 Penalty: 4782.943359
	Iteration 52Q: 3 clusters Score -2145091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2145091.250000 Penalty: 4782.943359
	Iteration 53Q: 3 clusters Score -2145091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2145091.250000 Penalty: 4782.943359
	Iteration 54F: 3 clusters Score -2145091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -80491.804688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -80491.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78827.046875 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -78827.05 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79087.421875 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -79087.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79188.171875 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -79188.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79283.257812 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -79283.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79411.156250 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -79411.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79539.203125 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -79539.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79598.046875 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -79598.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -79649.703125 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -79649.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79691.929688 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -79691.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -79716.101562 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -79716.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79729.273438 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -79729.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79737.085938 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -79737.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79746.437500 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -79746.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79764.062500 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -79764.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79777.156250 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -79777.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79794.703125 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -79794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79860.593750 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -79860.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80011.507812 Penalty: 3220.901855
	Iteration 17Q: 3 clusters Score -80011.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -80146.359375 Penalty: 3220.901855
	Iteration 18Q: 3 clusters Score -80146.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80177.609375 Penalty: 3220.901855
	Iteration 19Q: 3 clusters Score -80177.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80206.937500 Penalty: 3220.901855
	Iteration 20F: 3 clusters Score -80206.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -80244.406250 Penalty: 3220.901855
	Iteration 21Q: 3 clusters Score -80244.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80268.656250 Penalty: 3220.901855
	Iteration 22Q: 3 clusters Score -80268.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80287.843750 Penalty: 3220.901855
	Iteration 23Q: 3 clusters Score -80287.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80298.546875 Penalty: 3220.901855
	Iteration 24Q: 3 clusters Score -80298.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -80300.593750 Penalty: 3220.901855
	Iteration 25Q: 3 clusters Score -80300.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -80300.593750 Penalty: 3220.901855
	Iteration 26F: 3 clusters Score -80300.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -73181.859375 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -73181.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71569.812500 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -71569.81 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71802.664062 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -71802.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71886.507812 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -71886.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71979.164062 Penalty: 3179.446777
	Iteration 3F: 3 clusters Score -71979.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72075.578125 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -72075.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72235.273438 Penalty: 3179.446777
	Iteration 5F: 3 clusters Score -72235.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72412.257812 Penalty: 3179.446777
	Iteration 6F: 3 clusters Score -72412.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72558.578125 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -72558.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72657.718750 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -72657.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72700.406250 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -72700.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72714.679688 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -72714.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72735.257812 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -72735.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72752.773438 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -72752.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72760.570312 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -72760.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72762.750000 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -72762.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72762.750000 Penalty: 3179.446777
	Iteration 15F: 3 clusters Score -72762.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Entering Unmasked Estep 
Score: -401620.437500 Penalty: 1996.495361
	Iteration 0F: 2 clusters Score -401620.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -398280.125000 Penalty: 3992.990723
	Iteration 0F: 3 clusters Score -398280.1 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -398973.093750 Penalty: 3992.990723
	Iteration 1F: 3 clusters Score -398973.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -399163.656250 Penalty: 3992.990723
	Iteration 2F: 3 clusters Score -399163.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -399302.500000 Penalty: 3992.990723
	Iteration 3Q: 3 clusters Score -399302.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -399407.406250 Penalty: 3992.990723
	Iteration 4Q: 3 clusters Score -399407.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -399514.218750 Penalty: 3992.990723
	Iteration 5Q: 3 clusters Score -399514.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -399621.187500 Penalty: 3992.990723
	Iteration 6Q: 3 clusters Score -399621.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -399718.656250 Penalty: 3992.990723
	Iteration 7Q: 3 clusters Score -399718.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -399820.281250 Penalty: 3992.990723
	Iteration 8Q: 3 clusters Score -399820.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -399944.437500 Penalty: 3992.990723
	Iteration 9Q: 3 clusters Score -399944.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -400097.312500 Penalty: 3992.990723
	Iteration 10Q: 3 clusters Score -400097.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -400272.187500 Penalty: 3992.990723
	Iteration 11Q: 3 clusters Score -400272.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -400419.531250 Penalty: 3992.990723
	Iteration 12Q: 3 clusters Score -400419.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -400506.187500 Penalty: 3992.990723
	Iteration 13Q: 3 clusters Score -400506.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -400555.375000 Penalty: 3992.990723
	Iteration 14Q: 3 clusters Score -400555.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -400591.125000 Penalty: 3992.990723
	Iteration 15Q: 3 clusters Score -400591.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -400620.406250 Penalty: 3992.990723
	Iteration 16Q: 3 clusters Score -400620.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -400646.687500 Penalty: 3992.990723
	Iteration 17Q: 3 clusters Score -400646.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -400663.500000 Penalty: 3992.990723
	Iteration 18Q: 3 clusters Score -400663.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -400675.250000 Penalty: 3992.990723
	Iteration 19Q: 3 clusters Score -400675.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -400685.875000 Penalty: 3992.990723
	Iteration 20F: 3 clusters Score -400685.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -400698.812500 Penalty: 3992.990723
	Iteration 21Q: 3 clusters Score -400698.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -400716.562500 Penalty: 3992.990723
	Iteration 22Q: 3 clusters Score -400716.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -400735.000000 Penalty: 3992.990723
	Iteration 23Q: 3 clusters Score -400735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -400751.625000 Penalty: 3992.990723
	Iteration 24Q: 3 clusters Score -400751.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -400758.156250 Penalty: 3992.990723
	Iteration 25Q: 3 clusters Score -400758.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -400764.281250 Penalty: 3992.990723
	Iteration 26Q: 3 clusters Score -400764.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -400767.500000 Penalty: 3992.990723
	Iteration 27Q: 3 clusters Score -400767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -400769.500000 Penalty: 3992.990723
	Iteration 28Q: 3 clusters Score -400769.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -400769.562500 Penalty: 3992.990723
	Iteration 29Q: 3 clusters Score -400769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -400771.968750 Penalty: 3992.990723
	Iteration 30Q: 3 clusters Score -400772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -400774.593750 Penalty: 3992.990723
	Iteration 31Q: 3 clusters Score -400774.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -400777.562500 Penalty: 3992.990723
	Iteration 32Q: 3 clusters Score -400777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -400780.312500 Penalty: 3992.990723
	Iteration 33Q: 3 clusters Score -400780.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -400783.750000 Penalty: 3992.990723
	Iteration 34Q: 3 clusters Score -400783.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -400791.437500 Penalty: 3992.990723
	Iteration 35Q: 3 clusters Score -400791.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -400798.187500 Penalty: 3992.990723
	Iteration 36Q: 3 clusters Score -400798.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -400805.812500 Penalty: 3992.990723
	Iteration 37Q: 3 clusters Score -400805.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -400813.875000 Penalty: 3992.990723
	Iteration 38Q: 3 clusters Score -400813.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -400829.656250 Penalty: 3992.990723
	Iteration 39Q: 3 clusters Score -400829.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -400844.843750 Penalty: 3992.990723
	Iteration 40F: 3 clusters Score -400844.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -400852.406250 Penalty: 3992.990723
	Iteration 41Q: 3 clusters Score -400852.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -400871.812500 Penalty: 3992.990723
	Iteration 42Q: 3 clusters Score -400871.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -400885.562500 Penalty: 3992.990723
	Iteration 43Q: 3 clusters Score -400885.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -400896.718750 Penalty: 3992.990723
	Iteration 44Q: 3 clusters Score -400896.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -400904.500000 Penalty: 3992.990723
	Iteration 45Q: 3 clusters Score -400904.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -400906.937500 Penalty: 3992.990723
	Iteration 46Q: 3 clusters Score -400906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -400908.781250 Penalty: 3992.990723
	Iteration 47Q: 3 clusters Score -400908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -400911.625000 Penalty: 3992.990723
	Iteration 48Q: 3 clusters Score -400911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -400912.218750 Penalty: 3992.990723
	Iteration 49Q: 3 clusters Score -400912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -400913.750000 Penalty: 3992.990723
	Iteration 50Q: 3 clusters Score -400913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -400913.750000 Penalty: 3992.990723
	Iteration 51F: 3 clusters Score -400913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (179249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179249 members 
Entering Unmasked Estep 
Score: -24699386.000000 Penalty: 2999.939697
	Iteration 0F: 2 clusters Score -2.469939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -24582456.000000 Penalty: 5999.879395
	Iteration 0F: 3 clusters Score -2.458246e+07 nChanged 86283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93519 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -24633720.000000 Penalty: 5999.879395
	Iteration 1F: 3 clusters Score -2.463372e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95995 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -24635494.000000 Penalty: 5999.879395
	Iteration 2Q: 3 clusters Score -2.463549e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99944 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -24638862.000000 Penalty: 5999.879395
	Iteration 3Q: 3 clusters Score -2.463886e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -24644556.000000 Penalty: 5999.879395
	Iteration 4F: 3 clusters Score -2.464456e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114089 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -24653958.000000 Penalty: 5999.879395
	Iteration 5F: 3 clusters Score -2.465396e+07 nChanged 15224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124119 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -24667932.000000 Penalty: 5999.879395
	Iteration 6F: 3 clusters Score -2.466793e+07 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132911 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -24684448.000000 Penalty: 5999.879395
	Iteration 7F: 3 clusters Score -2.468445e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137329 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -24694396.000000 Penalty: 5999.879395
	Iteration 8F: 3 clusters Score -2.46944e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139561 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -24696888.000000 Penalty: 5999.879395
	Iteration 9Q: 3 clusters Score -2.469689e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141481 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -24697872.000000 Penalty: 5999.879395
	Iteration 10Q: 3 clusters Score -2.469787e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143303 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -24698534.000000 Penalty: 5999.879395
	Iteration 11Q: 3 clusters Score -2.469853e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145052 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -24698946.000000 Penalty: 5999.879395
	Iteration 12Q: 3 clusters Score -2.469895e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146664 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -24699250.000000 Penalty: 5999.879395
	Iteration 13Q: 3 clusters Score -2.469925e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148079 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -24699314.000000 Penalty: 5999.879395
	Iteration 14Q: 3 clusters Score -2.469931e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149458 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -24699516.000000 Penalty: 5999.879395
	Iteration 15Q: 3 clusters Score -2.469952e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150727 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -24699636.000000 Penalty: 5999.879395
	Iteration 16Q: 3 clusters Score -2.469964e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151923 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -24699758.000000 Penalty: 5999.879395
	Iteration 17Q: 3 clusters Score -2.469976e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153012 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -24699768.000000 Penalty: 5999.879395
	Iteration 18Q: 3 clusters Score -2.469977e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154106 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -24699934.000000 Penalty: 5999.879395
	Iteration 19Q: 3 clusters Score -2.469993e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -24700066.000000 Penalty: 5999.879395
	Iteration 20F: 3 clusters Score -2.470007e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -24700096.000000 Penalty: 5999.879395
	Iteration 21Q: 3 clusters Score -2.47001e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -24700194.000000 Penalty: 5999.879395
	Iteration 22Q: 3 clusters Score -2.470019e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158009 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -24700274.000000 Penalty: 5999.879395
	Iteration 23Q: 3 clusters Score -2.470027e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158910 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -24700108.000000 Penalty: 5999.879395
	Iteration 24Q: 3 clusters Score -2.470011e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159725 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -24700106.000000 Penalty: 5999.879395
	Iteration 25Q: 3 clusters Score -2.470011e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160499 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -24700060.000000 Penalty: 5999.879395
	Iteration 26Q: 3 clusters Score -2.470006e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161251 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -24699970.000000 Penalty: 5999.879395
	Iteration 27Q: 3 clusters Score -2.469997e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161956 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -24699874.000000 Penalty: 5999.879395
	Iteration 28Q: 3 clusters Score -2.469987e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162602 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -24699778.000000 Penalty: 5999.879395
	Iteration 29Q: 3 clusters Score -2.469978e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163251 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -24699622.000000 Penalty: 5999.879395
	Iteration 30Q: 3 clusters Score -2.469962e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163835 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -24699546.000000 Penalty: 5999.879395
	Iteration 31Q: 3 clusters Score -2.469955e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164395 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -24699576.000000 Penalty: 5999.879395
	Iteration 32Q: 3 clusters Score -2.469958e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164941 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -24699600.000000 Penalty: 5999.879395
	Iteration 33Q: 3 clusters Score -2.46996e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165486 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -24699520.000000 Penalty: 5999.879395
	Iteration 34Q: 3 clusters Score -2.469952e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166060 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -24699400.000000 Penalty: 5999.879395
	Iteration 35Q: 3 clusters Score -2.46994e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -24699406.000000 Penalty: 5999.879395
	Iteration 36Q: 3 clusters Score -2.469941e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167031 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -24699352.000000 Penalty: 5999.879395
	Iteration 37Q: 3 clusters Score -2.469935e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167484 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -24699276.000000 Penalty: 5999.879395
	Iteration 38Q: 3 clusters Score -2.469928e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167885 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -24699260.000000 Penalty: 5999.879395
	Iteration 39Q: 3 clusters Score -2.469926e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168285 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -24699312.000000 Penalty: 5999.879395
	Iteration 40F: 3 clusters Score -2.469931e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168643 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -24699266.000000 Penalty: 5999.879395
	Iteration 41Q: 3 clusters Score -2.469927e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168985 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -24699266.000000 Penalty: 5999.879395
	Iteration 42Q: 3 clusters Score -2.469927e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169295 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -24699206.000000 Penalty: 5999.879395
	Iteration 43Q: 3 clusters Score -2.469921e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169604 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -24699144.000000 Penalty: 5999.879395
	Iteration 44Q: 3 clusters Score -2.469914e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169903 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -24699112.000000 Penalty: 5999.879395
	Iteration 45Q: 3 clusters Score -2.469911e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170199 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -24699080.000000 Penalty: 5999.879395
	Iteration 46Q: 3 clusters Score -2.469908e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170482 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -24699028.000000 Penalty: 5999.879395
	Iteration 47Q: 3 clusters Score -2.469903e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170752 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -24698978.000000 Penalty: 5999.879395
	Iteration 48Q: 3 clusters Score -2.469898e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171017 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -24698958.000000 Penalty: 5999.879395
	Iteration 49Q: 3 clusters Score -2.469896e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -24698956.000000 Penalty: 5999.879395
	Iteration 50Q: 3 clusters Score -2.469896e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171489 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -24698968.000000 Penalty: 5999.879395
	Iteration 51Q: 3 clusters Score -2.469897e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171710 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -24698892.000000 Penalty: 5999.879395
	Iteration 52Q: 3 clusters Score -2.469889e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171888 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -24698852.000000 Penalty: 5999.879395
	Iteration 53Q: 3 clusters Score -2.469885e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172056 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -24698780.000000 Penalty: 5999.879395
	Iteration 54Q: 3 clusters Score -2.469878e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172207 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -24698738.000000 Penalty: 5999.879395
	Iteration 55Q: 3 clusters Score -2.469874e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172347 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -24698654.000000 Penalty: 5999.879395
	Iteration 56Q: 3 clusters Score -2.469865e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -24698580.000000 Penalty: 5999.879395
	Iteration 57Q: 3 clusters Score -2.469858e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172583 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -24698580.000000 Penalty: 5999.879395
	Iteration 58Q: 3 clusters Score -2.469858e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172699 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -24698626.000000 Penalty: 5999.879395
	Iteration 59Q: 3 clusters Score -2.469863e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172807 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -24698602.000000 Penalty: 5999.879395
	Iteration 60F: 3 clusters Score -2.46986e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172910 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -24698608.000000 Penalty: 5999.879395
	Iteration 61Q: 3 clusters Score -2.469861e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173018 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -24698588.000000 Penalty: 5999.879395
	Iteration 62Q: 3 clusters Score -2.469859e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173135 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -24698622.000000 Penalty: 5999.879395
	Iteration 63Q: 3 clusters Score -2.469862e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173243 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -24698620.000000 Penalty: 5999.879395
	Iteration 64Q: 3 clusters Score -2.469862e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173349 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -24698606.000000 Penalty: 5999.879395
	Iteration 65Q: 3 clusters Score -2.469861e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173440 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -24698596.000000 Penalty: 5999.879395
	Iteration 66Q: 3 clusters Score -2.46986e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173529 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -24698546.000000 Penalty: 5999.879395
	Iteration 67Q: 3 clusters Score -2.469855e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -24698550.000000 Penalty: 5999.879395
	Iteration 68Q: 3 clusters Score -2.469855e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173712 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -24698522.000000 Penalty: 5999.879395
	Iteration 69Q: 3 clusters Score -2.469852e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173804 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -24698540.000000 Penalty: 5999.879395
	Iteration 70Q: 3 clusters Score -2.469854e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173897 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -24698562.000000 Penalty: 5999.879395
	Iteration 71Q: 3 clusters Score -2.469856e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173978 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -24698562.000000 Penalty: 5999.879395
	Iteration 72Q: 3 clusters Score -2.469856e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174056 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -24698600.000000 Penalty: 5999.879395
	Iteration 73Q: 3 clusters Score -2.46986e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174130 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -24698568.000000 Penalty: 5999.879395
	Iteration 74Q: 3 clusters Score -2.469857e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174194 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -24698542.000000 Penalty: 5999.879395
	Iteration 75Q: 3 clusters Score -2.469854e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174250 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -24698532.000000 Penalty: 5999.879395
	Iteration 76Q: 3 clusters Score -2.469853e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174302 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -24698550.000000 Penalty: 5999.879395
	Iteration 77Q: 3 clusters Score -2.469855e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174356 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -24698510.000000 Penalty: 5999.879395
	Iteration 78Q: 3 clusters Score -2.469851e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174397 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -24698508.000000 Penalty: 5999.879395
	Iteration 79Q: 3 clusters Score -2.469851e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174436 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -24698472.000000 Penalty: 5999.879395
	Iteration 80F: 3 clusters Score -2.469847e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174481 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -24698476.000000 Penalty: 5999.879395
	Iteration 81Q: 3 clusters Score -2.469848e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174524 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -24698496.000000 Penalty: 5999.879395
	Iteration 82Q: 3 clusters Score -2.46985e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174568 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -24698462.000000 Penalty: 5999.879395
	Iteration 83Q: 3 clusters Score -2.469846e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174608 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -24698452.000000 Penalty: 5999.879395
	Iteration 84Q: 3 clusters Score -2.469845e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174639 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -24698440.000000 Penalty: 5999.879395
	Iteration 85Q: 3 clusters Score -2.469844e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174673 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -24698444.000000 Penalty: 5999.879395
	Iteration 86Q: 3 clusters Score -2.469844e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174706 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -24698454.000000 Penalty: 5999.879395
	Iteration 87Q: 3 clusters Score -2.469845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174741 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -24698470.000000 Penalty: 5999.879395
	Iteration 88Q: 3 clusters Score -2.469847e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -24698440.000000 Penalty: 5999.879395
	Iteration 89Q: 3 clusters Score -2.469844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174797 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -24698424.000000 Penalty: 5999.879395
	Iteration 90Q: 3 clusters Score -2.469842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174820 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -24698428.000000 Penalty: 5999.879395
	Iteration 91Q: 3 clusters Score -2.469843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174842 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -24698402.000000 Penalty: 5999.879395
	Iteration 92Q: 3 clusters Score -2.46984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174872 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -24698382.000000 Penalty: 5999.879395
	Iteration 93Q: 3 clusters Score -2.469838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174897 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -24698376.000000 Penalty: 5999.879395
	Iteration 94Q: 3 clusters Score -2.469838e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174922 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -24698370.000000 Penalty: 5999.879395
	Iteration 95Q: 3 clusters Score -2.469837e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174945 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -24698362.000000 Penalty: 5999.879395
	Iteration 96Q: 3 clusters Score -2.469836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174969 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -24698350.000000 Penalty: 5999.879395
	Iteration 97Q: 3 clusters Score -2.469835e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174997 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -24698332.000000 Penalty: 5999.879395
	Iteration 98Q: 3 clusters Score -2.469833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175021 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -24698324.000000 Penalty: 5999.879395
	Iteration 99Q: 3 clusters Score -2.469832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175044 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -24698330.000000 Penalty: 5999.879395
	Iteration 100F: 3 clusters Score -2.469833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175061 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -24698314.000000 Penalty: 5999.879395
	Iteration 101Q: 3 clusters Score -2.469831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175080 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -24698322.000000 Penalty: 5999.879395
	Iteration 102Q: 3 clusters Score -2.469832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175098 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -24698308.000000 Penalty: 5999.879395
	Iteration 103Q: 3 clusters Score -2.469831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175114 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -24698298.000000 Penalty: 5999.879395
	Iteration 104Q: 3 clusters Score -2.46983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175127 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -24698320.000000 Penalty: 5999.879395
	Iteration 105Q: 3 clusters Score -2.469832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175141 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -24698324.000000 Penalty: 5999.879395
	Iteration 106Q: 3 clusters Score -2.469832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175155 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -24698298.000000 Penalty: 5999.879395
	Iteration 107Q: 3 clusters Score -2.46983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175165 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -24698308.000000 Penalty: 5999.879395
	Iteration 108Q: 3 clusters Score -2.469831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175170 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -24698312.000000 Penalty: 5999.879395
	Iteration 109Q: 3 clusters Score -2.469831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175174 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -24698300.000000 Penalty: 5999.879395
	Iteration 110Q: 3 clusters Score -2.46983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175178 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -24698304.000000 Penalty: 5999.879395
	Iteration 111Q: 3 clusters Score -2.46983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175184 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -24698304.000000 Penalty: 5999.879395
	Iteration 112Q: 3 clusters Score -2.46983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175193 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -24698296.000000 Penalty: 5999.879395
	Iteration 113Q: 3 clusters Score -2.46983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175204 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -24698276.000000 Penalty: 5999.879395
	Iteration 114Q: 3 clusters Score -2.469828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175213 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -24698284.000000 Penalty: 5999.879395
	Iteration 115Q: 3 clusters Score -2.469828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175219 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -24698276.000000 Penalty: 5999.879395
	Iteration 116Q: 3 clusters Score -2.469828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175222 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -24698262.000000 Penalty: 5999.879395
	Iteration 117Q: 3 clusters Score -2.469826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175226 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -24698274.000000 Penalty: 5999.879395
	Iteration 118Q: 3 clusters Score -2.469827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175233 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -24698274.000000 Penalty: 5999.879395
	Iteration 119Q: 3 clusters Score -2.469827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175239 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -24698280.000000 Penalty: 5999.879395
	Iteration 120F: 3 clusters Score -2.469828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175245 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -24698280.000000 Penalty: 5999.879395
	Iteration 121Q: 3 clusters Score -2.469828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175250 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -24698270.000000 Penalty: 5999.879395
	Iteration 122Q: 3 clusters Score -2.469827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175258 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -24698256.000000 Penalty: 5999.879395
	Iteration 123Q: 3 clusters Score -2.469826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175264 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -24698250.000000 Penalty: 5999.879395
	Iteration 124Q: 3 clusters Score -2.469825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175271 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -24698250.000000 Penalty: 5999.879395
	Iteration 125Q: 3 clusters Score -2.469825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175279 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -24698244.000000 Penalty: 5999.879395
	Iteration 126Q: 3 clusters Score -2.469824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175290 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -24698226.000000 Penalty: 5999.879395
	Iteration 127Q: 3 clusters Score -2.469823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175297 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -24698244.000000 Penalty: 5999.879395
	Iteration 128Q: 3 clusters Score -2.469824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175307 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -24698250.000000 Penalty: 5999.879395
	Iteration 129Q: 3 clusters Score -2.469825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175312 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -24698262.000000 Penalty: 5999.879395
	Iteration 130Q: 3 clusters Score -2.469826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175317 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -24698248.000000 Penalty: 5999.879395
	Iteration 131Q: 3 clusters Score -2.469825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175328 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -24698258.000000 Penalty: 5999.879395
	Iteration 132Q: 3 clusters Score -2.469826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175345 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -24698268.000000 Penalty: 5999.879395
	Iteration 133Q: 3 clusters Score -2.469827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175364 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -24698290.000000 Penalty: 5999.879395
	Iteration 134Q: 3 clusters Score -2.469829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175379 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -24698284.000000 Penalty: 5999.879395
	Iteration 135Q: 3 clusters Score -2.469828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175391 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -24698286.000000 Penalty: 5999.879395
	Iteration 136Q: 3 clusters Score -2.469829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175404 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -24698286.000000 Penalty: 5999.879395
	Iteration 137Q: 3 clusters Score -2.469829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175410 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -24698264.000000 Penalty: 5999.879395
	Iteration 138Q: 3 clusters Score -2.469826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175416 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -24698268.000000 Penalty: 5999.879395
	Iteration 139Q: 3 clusters Score -2.469827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175423 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -24698272.000000 Penalty: 5999.879395
	Iteration 140F: 3 clusters Score -2.469827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175427 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -24698270.000000 Penalty: 5999.879395
	Iteration 141Q: 3 clusters Score -2.469827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175430 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -24698274.000000 Penalty: 5999.879395
	Iteration 142Q: 3 clusters Score -2.469827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175434 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -24698270.000000 Penalty: 5999.879395
	Iteration 143Q: 3 clusters Score -2.469827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175438 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -24698264.000000 Penalty: 5999.879395
	Iteration 144Q: 3 clusters Score -2.469826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175444 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -24698252.000000 Penalty: 5999.879395
	Iteration 145Q: 3 clusters Score -2.469825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175452 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -24698252.000000 Penalty: 5999.879395
	Iteration 146Q: 3 clusters Score -2.469825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175457 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -24698240.000000 Penalty: 5999.879395
	Iteration 147Q: 3 clusters Score -2.469824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -24698240.000000 Penalty: 5999.879395
	Iteration 148Q: 3 clusters Score -2.469824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175466 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -24698228.000000 Penalty: 5999.879395
	Iteration 149Q: 3 clusters Score -2.469823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175473 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -24698218.000000 Penalty: 5999.879395
	Iteration 150Q: 3 clusters Score -2.469822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175480 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -24698212.000000 Penalty: 5999.879395
	Iteration 151Q: 3 clusters Score -2.469821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175490 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -24698222.000000 Penalty: 5999.879395
	Iteration 152Q: 3 clusters Score -2.469822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175503 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -24698224.000000 Penalty: 5999.879395
	Iteration 153Q: 3 clusters Score -2.469822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175517 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -24698190.000000 Penalty: 5999.879395
	Iteration 154Q: 3 clusters Score -2.469819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175529 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -24698200.000000 Penalty: 5999.879395
	Iteration 155Q: 3 clusters Score -2.46982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175540 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -24698186.000000 Penalty: 5999.879395
	Iteration 156Q: 3 clusters Score -2.469819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175551 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -24698190.000000 Penalty: 5999.879395
	Iteration 157Q: 3 clusters Score -2.469819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175561 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -24698190.000000 Penalty: 5999.879395
	Iteration 158Q: 3 clusters Score -2.469819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175567 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -24698180.000000 Penalty: 5999.879395
	Iteration 159Q: 3 clusters Score -2.469818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175571 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -24698192.000000 Penalty: 5999.879395
	Iteration 160F: 3 clusters Score -2.469819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175578 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -24698184.000000 Penalty: 5999.879395
	Iteration 161Q: 3 clusters Score -2.469818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175581 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -24698178.000000 Penalty: 5999.879395
	Iteration 162Q: 3 clusters Score -2.469818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175584 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -24698164.000000 Penalty: 5999.879395
	Iteration 163Q: 3 clusters Score -2.469816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175586 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -24698162.000000 Penalty: 5999.879395
	Iteration 164Q: 3 clusters Score -2.469816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175589 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -24698180.000000 Penalty: 5999.879395
	Iteration 165Q: 3 clusters Score -2.469818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175591 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -24698162.000000 Penalty: 5999.879395
	Iteration 166Q: 3 clusters Score -2.469816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175594 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -24698194.000000 Penalty: 5999.879395
	Iteration 167Q: 3 clusters Score -2.469819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175595 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -24698178.000000 Penalty: 5999.879395
	Iteration 168Q: 3 clusters Score -2.469818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175598 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -24698172.000000 Penalty: 5999.879395
	Iteration 169Q: 3 clusters Score -2.469817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175601 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -24698172.000000 Penalty: 5999.879395
	Iteration 170Q: 3 clusters Score -2.469817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175603 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -24698170.000000 Penalty: 5999.879395
	Iteration 171Q: 3 clusters Score -2.469817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175604 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -24698180.000000 Penalty: 5999.879395
	Iteration 172Q: 3 clusters Score -2.469818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175605 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -24698176.000000 Penalty: 5999.879395
	Iteration 173Q: 3 clusters Score -2.469818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175607 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -24698176.000000 Penalty: 5999.879395
	Iteration 174Q: 3 clusters Score -2.469818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175607 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -24698176.000000 Penalty: 5999.879395
	Iteration 175F: 3 clusters Score -2.469818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (103538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Entering Unmasked Estep 
Score: -14360430.000000 Penalty: 2863.828125
	Iteration 0F: 2 clusters Score -1.436043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -14291187.000000 Penalty: 5727.656250
	Iteration 0F: 3 clusters Score -1.429119e+07 nChanged 49022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -14319291.000000 Penalty: 5727.656250
	Iteration 1F: 3 clusters Score -1.431929e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -14320098.000000 Penalty: 5727.656250
	Iteration 2Q: 3 clusters Score -1.43201e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -14320868.000000 Penalty: 5727.656250
	Iteration 3Q: 3 clusters Score -1.432087e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -14322269.000000 Penalty: 5727.656250
	Iteration 4Q: 3 clusters Score -1.432227e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -14324553.000000 Penalty: 5727.656250
	Iteration 5Q: 3 clusters Score -1.432455e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -14328089.000000 Penalty: 5727.656250
	Iteration 6F: 3 clusters Score -1.432809e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -14333644.000000 Penalty: 5727.656250
	Iteration 7F: 3 clusters Score -1.433364e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -14341236.000000 Penalty: 5727.656250
	Iteration 8F: 3 clusters Score -1.434124e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93464 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -14348706.000000 Penalty: 5727.656250
	Iteration 9F: 3 clusters Score -1.434871e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98829 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -14353843.000000 Penalty: 5727.656250
	Iteration 10F: 3 clusters Score -1.435384e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101528 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -14356291.000000 Penalty: 5727.656250
	Iteration 11Q: 3 clusters Score -1.435629e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -14357319.000000 Penalty: 5727.656250
	Iteration 12Q: 3 clusters Score -1.435732e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14357649.000000 Penalty: 5727.656250
	Iteration 13Q: 3 clusters Score -1.435765e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14357807.000000 Penalty: 5727.656250
	Iteration 14Q: 3 clusters Score -1.435781e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -14357881.000000 Penalty: 5727.656250
	Iteration 15Q: 3 clusters Score -1.435788e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103072 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -14357977.000000 Penalty: 5727.656250
	Iteration 16Q: 3 clusters Score -1.435798e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103092 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -14357996.000000 Penalty: 5727.656250
	Iteration 17Q: 3 clusters Score -1.4358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103101 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -14358011.000000 Penalty: 5727.656250
	Iteration 18Q: 3 clusters Score -1.435801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103104 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -14358018.000000 Penalty: 5727.656250
	Iteration 19Q: 3 clusters Score -1.435802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103105 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -14358016.000000 Penalty: 5727.656250
	Iteration 20F: 3 clusters Score -1.435802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103105 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -14358020.000000 Penalty: 5727.656250
	Iteration 21Q: 3 clusters Score -1.435802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103106 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -14358019.000000 Penalty: 5727.656250
	Iteration 22Q: 3 clusters Score -1.435802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103111 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -14358034.000000 Penalty: 5727.656250
	Iteration 23Q: 3 clusters Score -1.435803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14358041.000000 Penalty: 5727.656250
	Iteration 24Q: 3 clusters Score -1.435804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103114 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14358050.000000 Penalty: 5727.656250
	Iteration 25Q: 3 clusters Score -1.435805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14358043.000000 Penalty: 5727.656250
	Iteration 26Q: 3 clusters Score -1.435804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -14358058.000000 Penalty: 5727.656250
	Iteration 27Q: 3 clusters Score -1.435806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14358066.000000 Penalty: 5727.656250
	Iteration 28Q: 3 clusters Score -1.435807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103121 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14358074.000000 Penalty: 5727.656250
	Iteration 29Q: 3 clusters Score -1.435807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103123 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14358063.000000 Penalty: 5727.656250
	Iteration 30Q: 3 clusters Score -1.435806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103128 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14358077.000000 Penalty: 5727.656250
	Iteration 31Q: 3 clusters Score -1.435808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103134 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -14358081.000000 Penalty: 5727.656250
	Iteration 32Q: 3 clusters Score -1.435808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -14358079.000000 Penalty: 5727.656250
	Iteration 33Q: 3 clusters Score -1.435808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -14358079.000000 Penalty: 5727.656250
	Iteration 34F: 3 clusters Score -1.435808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Entering Unmasked Estep 
Score: -1630427.000000 Penalty: 2324.959473
	Iteration 0F: 2 clusters Score -1630427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1621589.500000 Penalty: 4649.918945
	Iteration 0F: 3 clusters Score -1621590 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1624261.875000 Penalty: 4649.918945
	Iteration 1F: 3 clusters Score -1624262 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1624526.250000 Penalty: 4649.918945
	Iteration 2F: 3 clusters Score -1624526 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1624735.750000 Penalty: 4649.918945
	Iteration 3Q: 3 clusters Score -1624736 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1624898.000000 Penalty: 4649.918945
	Iteration 4Q: 3 clusters Score -1624898 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1625059.750000 Penalty: 4649.918945
	Iteration 5Q: 3 clusters Score -1625060 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1625229.125000 Penalty: 4649.918945
	Iteration 6Q: 3 clusters Score -1625229 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1625395.500000 Penalty: 4649.918945
	Iteration 7Q: 3 clusters Score -1625396 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1625577.750000 Penalty: 4649.918945
	Iteration 8Q: 3 clusters Score -1625578 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1625781.250000 Penalty: 4649.918945
	Iteration 9Q: 3 clusters Score -1625781 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1625991.000000 Penalty: 4649.918945
	Iteration 10Q: 3 clusters Score -1625991 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1626254.875000 Penalty: 4649.918945
	Iteration 11Q: 3 clusters Score -1626255 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1626565.625000 Penalty: 4649.918945
	Iteration 12Q: 3 clusters Score -1626566 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1626899.125000 Penalty: 4649.918945
	Iteration 13Q: 3 clusters Score -1626899 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1627191.750000 Penalty: 4649.918945
	Iteration 14Q: 3 clusters Score -1627192 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1627433.250000 Penalty: 4649.918945
	Iteration 15Q: 3 clusters Score -1627433 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1627619.000000 Penalty: 4649.918945
	Iteration 16Q: 3 clusters Score -1627619 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1627776.375000 Penalty: 4649.918945
	Iteration 17Q: 3 clusters Score -1627776 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1627907.375000 Penalty: 4649.918945
	Iteration 18Q: 3 clusters Score -1627907 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1628011.000000 Penalty: 4649.918945
	Iteration 19Q: 3 clusters Score -1628011 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1628087.750000 Penalty: 4649.918945
	Iteration 20F: 3 clusters Score -1628088 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1628141.125000 Penalty: 4649.918945
	Iteration 21Q: 3 clusters Score -1628141 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1628183.000000 Penalty: 4649.918945
	Iteration 22Q: 3 clusters Score -1628183 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1628213.375000 Penalty: 4649.918945
	Iteration 23Q: 3 clusters Score -1628213 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1628241.875000 Penalty: 4649.918945
	Iteration 24Q: 3 clusters Score -1628242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1628263.375000 Penalty: 4649.918945
	Iteration 25Q: 3 clusters Score -1628263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1628277.375000 Penalty: 4649.918945
	Iteration 26Q: 3 clusters Score -1628277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1628283.750000 Penalty: 4649.918945
	Iteration 27Q: 3 clusters Score -1628284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1628291.125000 Penalty: 4649.918945
	Iteration 28Q: 3 clusters Score -1628291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1628293.750000 Penalty: 4649.918945
	Iteration 29Q: 3 clusters Score -1628294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1628298.000000 Penalty: 4649.918945
	Iteration 30Q: 3 clusters Score -1628298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1628304.125000 Penalty: 4649.918945
	Iteration 31Q: 3 clusters Score -1628304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1628306.000000 Penalty: 4649.918945
	Iteration 32Q: 3 clusters Score -1628306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1628309.125000 Penalty: 4649.918945
	Iteration 33Q: 3 clusters Score -1628309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1628309.125000 Penalty: 4649.918945
	Iteration 34Q: 3 clusters Score -1628309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1628312.000000 Penalty: 4649.918945
	Iteration 35Q: 3 clusters Score -1628312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1628309.250000 Penalty: 4649.918945
	Iteration 36Q: 3 clusters Score -1628309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1628315.250000 Penalty: 4649.918945
	Iteration 37Q: 3 clusters Score -1628315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1628315.500000 Penalty: 4649.918945
	Iteration 38Q: 3 clusters Score -1628316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1628313.625000 Penalty: 4649.918945
	Iteration 39Q: 3 clusters Score -1628314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1628312.125000 Penalty: 4649.918945
	Iteration 40F: 3 clusters Score -1628312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1628315.375000 Penalty: 4649.918945
	Iteration 41Q: 3 clusters Score -1628315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1628317.625000 Penalty: 4649.918945
	Iteration 42Q: 3 clusters Score -1628318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1628319.125000 Penalty: 4649.918945
	Iteration 43Q: 3 clusters Score -1628319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1628321.625000 Penalty: 4649.918945
	Iteration 44Q: 3 clusters Score -1628322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1628326.375000 Penalty: 4649.918945
	Iteration 45Q: 3 clusters Score -1628326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1628328.250000 Penalty: 4649.918945
	Iteration 46Q: 3 clusters Score -1628328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1628333.750000 Penalty: 4649.918945
	Iteration 47Q: 3 clusters Score -1628334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1628331.750000 Penalty: 4649.918945
	Iteration 48Q: 3 clusters Score -1628332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1628332.750000 Penalty: 4649.918945
	Iteration 49Q: 3 clusters Score -1628333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1628334.250000 Penalty: 4649.918945
	Iteration 50Q: 3 clusters Score -1628334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1628334.125000 Penalty: 4649.918945
	Iteration 51Q: 3 clusters Score -1628334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1628337.250000 Penalty: 4649.918945
	Iteration 52Q: 3 clusters Score -1628337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1628336.250000 Penalty: 4649.918945
	Iteration 53Q: 3 clusters Score -1628336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1628335.750000 Penalty: 4649.918945
	Iteration 54Q: 3 clusters Score -1628336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1628335.875000 Penalty: 4649.918945
	Iteration 55Q: 3 clusters Score -1628336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1628336.750000 Penalty: 4649.918945
	Iteration 56Q: 3 clusters Score -1628337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1628341.500000 Penalty: 4649.918945
	Iteration 57Q: 3 clusters Score -1628342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1628337.625000 Penalty: 4649.918945
	Iteration 58Q: 3 clusters Score -1628338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1628338.750000 Penalty: 4649.918945
	Iteration 59Q: 3 clusters Score -1628339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1628338.875000 Penalty: 4649.918945
	Iteration 60F: 3 clusters Score -1628339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1628343.125000 Penalty: 4649.918945
	Iteration 61Q: 3 clusters Score -1628343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1628342.500000 Penalty: 4649.918945
	Iteration 62Q: 3 clusters Score -1628342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1628341.750000 Penalty: 4649.918945
	Iteration 63Q: 3 clusters Score -1628342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1628346.750000 Penalty: 4649.918945
	Iteration 64Q: 3 clusters Score -1628347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1628346.750000 Penalty: 4649.918945
	Iteration 65Q: 3 clusters Score -1628347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1628345.375000 Penalty: 4649.918945
	Iteration 66Q: 3 clusters Score -1628345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1628345.375000 Penalty: 4649.918945
	Iteration 67F: 3 clusters Score -1628345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Entering Unmasked Estep 
Score: -5089349.000000 Penalty: 2612.171387
	Iteration 0F: 2 clusters Score -5089349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -5063898.000000 Penalty: 5224.342773
	Iteration 0F: 3 clusters Score -5063898 nChanged 17090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -5073591.500000 Penalty: 5224.342773
	Iteration 1F: 3 clusters Score -5073592 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -5074477.000000 Penalty: 5224.342773
	Iteration 2F: 3 clusters Score -5074477 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5075643.000000 Penalty: 5224.342773
	Iteration 3F: 3 clusters Score -5075643 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -5077168.500000 Penalty: 5224.342773
	Iteration 4F: 3 clusters Score -5077168 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -5078745.500000 Penalty: 5224.342773
	Iteration 5F: 3 clusters Score -5078746 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5080242.000000 Penalty: 5224.342773
	Iteration 6F: 3 clusters Score -5080242 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -5081450.000000 Penalty: 5224.342773
	Iteration 7F: 3 clusters Score -5081450 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5082552.500000 Penalty: 5224.342773
	Iteration 8F: 3 clusters Score -5082552 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -5083578.500000 Penalty: 5224.342773
	Iteration 9Q: 3 clusters Score -5083578 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -5084429.500000 Penalty: 5224.342773
	Iteration 10Q: 3 clusters Score -5084430 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5085056.500000 Penalty: 5224.342773
	Iteration 11Q: 3 clusters Score -5085056 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -5085552.000000 Penalty: 5224.342773
	Iteration 12Q: 3 clusters Score -5085552 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -5086005.500000 Penalty: 5224.342773
	Iteration 13Q: 3 clusters Score -5086006 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -5086383.500000 Penalty: 5224.342773
	Iteration 14Q: 3 clusters Score -5086384 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -5086672.500000 Penalty: 5224.342773
	Iteration 15Q: 3 clusters Score -5086672 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -5086981.000000 Penalty: 5224.342773
	Iteration 16Q: 3 clusters Score -5086981 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -5087260.500000 Penalty: 5224.342773
	Iteration 17Q: 3 clusters Score -5087260 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -5087515.000000 Penalty: 5224.342773
	Iteration 18Q: 3 clusters Score -5087515 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -5087719.500000 Penalty: 5224.342773
	Iteration 19Q: 3 clusters Score -5087720 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -5087897.000000 Penalty: 5224.342773
	Iteration 20F: 3 clusters Score -5087897 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -5088040.500000 Penalty: 5224.342773
	Iteration 21Q: 3 clusters Score -5088040 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -5088158.000000 Penalty: 5224.342773
	Iteration 22Q: 3 clusters Score -5088158 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -5088312.000000 Penalty: 5224.342773
	Iteration 23Q: 3 clusters Score -5088312 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -5088440.500000 Penalty: 5224.342773
	Iteration 24Q: 3 clusters Score -5088440 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -5088543.000000 Penalty: 5224.342773
	Iteration 25Q: 3 clusters Score -5088543 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -5088634.500000 Penalty: 5224.342773
	Iteration 26Q: 3 clusters Score -5088634 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -5088711.500000 Penalty: 5224.342773
	Iteration 27Q: 3 clusters Score -5088712 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -5088807.000000 Penalty: 5224.342773
	Iteration 28Q: 3 clusters Score -5088807 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -5088923.500000 Penalty: 5224.342773
	Iteration 29Q: 3 clusters Score -5088924 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -5089045.000000 Penalty: 5224.342773
	Iteration 30Q: 3 clusters Score -5089045 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5089152.500000 Penalty: 5224.342773
	Iteration 31Q: 3 clusters Score -5089152 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -5089220.500000 Penalty: 5224.342773
	Iteration 32Q: 3 clusters Score -5089220 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -5089270.500000 Penalty: 5224.342773
	Iteration 33Q: 3 clusters Score -5089270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -5089297.500000 Penalty: 5224.342773
	Iteration 34Q: 3 clusters Score -5089298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -5089323.500000 Penalty: 5224.342773
	Iteration 35Q: 3 clusters Score -5089324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -5089327.000000 Penalty: 5224.342773
	Iteration 36Q: 3 clusters Score -5089327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -5089334.000000 Penalty: 5224.342773
	Iteration 37Q: 3 clusters Score -5089334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -5089337.500000 Penalty: 5224.342773
	Iteration 38Q: 3 clusters Score -5089338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -5089338.000000 Penalty: 5224.342773
	Iteration 39Q: 3 clusters Score -5089338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -5089340.000000 Penalty: 5224.342773
	Iteration 40F: 3 clusters Score -5089340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -5089336.500000 Penalty: 5224.342773
	Iteration 41Q: 3 clusters Score -5089336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -5089336.000000 Penalty: 5224.342773
	Iteration 42Q: 3 clusters Score -5089336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -5089339.000000 Penalty: 5224.342773
	Iteration 43Q: 3 clusters Score -5089339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -5089339.000000 Penalty: 5224.342773
	Iteration 44F: 3 clusters Score -5089339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -24049.376953 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -24049.38 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 99 members 
Entering Unmasked Estep 
Score: -22874.255859 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22874.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22957.509766 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -22957.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22980.226562 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -22980.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22993.978516 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -22993.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22997.767578 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -22997.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22997.767578 Penalty: 2666.138184
	Iteration 5F: 3 clusters Score -22997.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Entering Unmasked Estep 
Score: -505286.281250 Penalty: 2046.671265
	Iteration 0F: 2 clusters Score -505286.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -501512.687500 Penalty: 4093.342529
	Iteration 0F: 3 clusters Score -501512.7 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -502345.687500 Penalty: 4093.342529
	Iteration 1F: 3 clusters Score -502345.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -502558.437500 Penalty: 4093.342529
	Iteration 2F: 3 clusters Score -502558.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -502695.281250 Penalty: 4093.342529
	Iteration 3F: 3 clusters Score -502695.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -502799.125000 Penalty: 4093.342529
	Iteration 4Q: 3 clusters Score -502799.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -502871.187500 Penalty: 4093.342529
	Iteration 5Q: 3 clusters Score -502871.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -502912.750000 Penalty: 4093.342529
	Iteration 6Q: 3 clusters Score -502912.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -502954.250000 Penalty: 4093.342529
	Iteration 7Q: 3 clusters Score -502954.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -502987.187500 Penalty: 4093.342529
	Iteration 8Q: 3 clusters Score -502987.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -503013.750000 Penalty: 4093.342529
	Iteration 9Q: 3 clusters Score -503013.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -503042.906250 Penalty: 4093.342529
	Iteration 10Q: 3 clusters Score -503042.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -503070.812500 Penalty: 4093.342529
	Iteration 11Q: 3 clusters Score -503070.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -503093.250000 Penalty: 4093.342529
	Iteration 12Q: 3 clusters Score -503093.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -503110.968750 Penalty: 4093.342529
	Iteration 13Q: 3 clusters Score -503111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -503126.593750 Penalty: 4093.342529
	Iteration 14Q: 3 clusters Score -503126.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -503142.125000 Penalty: 4093.342529
	Iteration 15Q: 3 clusters Score -503142.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -503154.843750 Penalty: 4093.342529
	Iteration 16Q: 3 clusters Score -503154.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -503163.937500 Penalty: 4093.342529
	Iteration 17Q: 3 clusters Score -503163.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -503179.250000 Penalty: 4093.342529
	Iteration 18Q: 3 clusters Score -503179.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -503205.968750 Penalty: 4093.342529
	Iteration 19Q: 3 clusters Score -503206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -503230.781250 Penalty: 4093.342529
	Iteration 20F: 3 clusters Score -503230.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -503258.437500 Penalty: 4093.342529
	Iteration 21Q: 3 clusters Score -503258.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -503296.781250 Penalty: 4093.342529
	Iteration 22Q: 3 clusters Score -503296.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -503343.281250 Penalty: 4093.342529
	Iteration 23Q: 3 clusters Score -503343.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -503379.375000 Penalty: 4093.342529
	Iteration 24Q: 3 clusters Score -503379.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -503408.625000 Penalty: 4093.342529
	Iteration 25Q: 3 clusters Score -503408.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -503436.406250 Penalty: 4093.342529
	Iteration 26Q: 3 clusters Score -503436.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -503465.375000 Penalty: 4093.342529
	Iteration 27Q: 3 clusters Score -503465.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -503500.500000 Penalty: 4093.342529
	Iteration 28Q: 3 clusters Score -503500.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -503526.718750 Penalty: 4093.342529
	Iteration 29Q: 3 clusters Score -503526.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -503548.593750 Penalty: 4093.342529
	Iteration 30Q: 3 clusters Score -503548.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -503572.531250 Penalty: 4093.342529
	Iteration 31Q: 3 clusters Score -503572.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -503597.968750 Penalty: 4093.342529
	Iteration 32Q: 3 clusters Score -503598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -503625.562500 Penalty: 4093.342529
	Iteration 33Q: 3 clusters Score -503625.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -503655.562500 Penalty: 4093.342529
	Iteration 34Q: 3 clusters Score -503655.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -503678.687500 Penalty: 4093.342529
	Iteration 35Q: 3 clusters Score -503678.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -503693.812500 Penalty: 4093.342529
	Iteration 36Q: 3 clusters Score -503693.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -503707.843750 Penalty: 4093.342529
	Iteration 37Q: 3 clusters Score -503707.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -503727.281250 Penalty: 4093.342529
	Iteration 38Q: 3 clusters Score -503727.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -503743.750000 Penalty: 4093.342529
	Iteration 39Q: 3 clusters Score -503743.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -503759.156250 Penalty: 4093.342529
	Iteration 40F: 3 clusters Score -503759.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -503772.687500 Penalty: 4093.342529
	Iteration 41Q: 3 clusters Score -503772.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -503784.375000 Penalty: 4093.342529
	Iteration 42Q: 3 clusters Score -503784.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -503802.000000 Penalty: 4093.342529
	Iteration 43Q: 3 clusters Score -503802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -503809.718750 Penalty: 4093.342529
	Iteration 44Q: 3 clusters Score -503809.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -503813.750000 Penalty: 4093.342529
	Iteration 45Q: 3 clusters Score -503813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -503813.937500 Penalty: 4093.342529
	Iteration 46Q: 3 clusters Score -503813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -503814.937500 Penalty: 4093.342529
	Iteration 47Q: 3 clusters Score -503814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -503817.000000 Penalty: 4093.342529
	Iteration 48Q: 3 clusters Score -503817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -503818.375000 Penalty: 4093.342529
	Iteration 49Q: 3 clusters Score -503818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -503818.906250 Penalty: 4093.342529
	Iteration 50Q: 3 clusters Score -503818.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -503818.906250 Penalty: 4093.342529
	Iteration 51F: 3 clusters Score -503818.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -158648.625000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -156563.453125 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156563.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -156932.500000 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -156932.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -157108.625000 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157108.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -157248.984375 Penalty: 3509.601318
	Iteration 3F: 3 clusters Score -157249 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -157318.218750 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -157318.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -157369.625000 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157369.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -157404.109375 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157404.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -157438.140625 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157438.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -157454.531250 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157454.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -157473.593750 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157473.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -157481.218750 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157481.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -157490.203125 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -157490.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -157507.000000 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -157507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -157515.187500 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -157515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -157519.640625 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -157519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -157522.265625 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -157522.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -157524.750000 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -157524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -157530.734375 Penalty: 3509.601318
	Iteration 17Q: 3 clusters Score -157530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -157533.468750 Penalty: 3509.601318
	Iteration 18Q: 3 clusters Score -157533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -157533.859375 Penalty: 3509.601318
	Iteration 19Q: 3 clusters Score -157533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -157534.781250 Penalty: 3509.601318
	Iteration 20F: 3 clusters Score -157534.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Entering Unmasked Estep 
Score: -5884108.500000 Penalty: 2639.065430
	Iteration 0F: 2 clusters Score -5884108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -5855758.000000 Penalty: 5278.130859
	Iteration 0F: 3 clusters Score -5855758 nChanged 19227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5866363.000000 Penalty: 5278.130859
	Iteration 1F: 3 clusters Score -5866363 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -5866753.500000 Penalty: 5278.130859
	Iteration 2Q: 3 clusters Score -5866754 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -5867224.500000 Penalty: 5278.130859
	Iteration 3Q: 3 clusters Score -5867224 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -5867619.500000 Penalty: 5278.130859
	Iteration 4Q: 3 clusters Score -5867620 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -5868174.000000 Penalty: 5278.130859
	Iteration 5Q: 3 clusters Score -5868174 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -5868925.000000 Penalty: 5278.130859
	Iteration 6Q: 3 clusters Score -5868925 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -5870076.000000 Penalty: 5278.130859
	Iteration 7F: 3 clusters Score -5870076 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -5872043.000000 Penalty: 5278.130859
	Iteration 8F: 3 clusters Score -5872043 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -5874786.500000 Penalty: 5278.130859
	Iteration 9F: 3 clusters Score -5874786 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -5877794.000000 Penalty: 5278.130859
	Iteration 10F: 3 clusters Score -5877794 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -5879977.500000 Penalty: 5278.130859
	Iteration 11F: 3 clusters Score -5879978 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -5881039.500000 Penalty: 5278.130859
	Iteration 12Q: 3 clusters Score -5881040 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -5881451.500000 Penalty: 5278.130859
	Iteration 13Q: 3 clusters Score -5881452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5881606.500000 Penalty: 5278.130859
	Iteration 14Q: 3 clusters Score -5881606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -5881675.000000 Penalty: 5278.130859
	Iteration 15Q: 3 clusters Score -5881675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -5881719.500000 Penalty: 5278.130859
	Iteration 16Q: 3 clusters Score -5881720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -5881752.000000 Penalty: 5278.130859
	Iteration 17Q: 3 clusters Score -5881752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -5881775.000000 Penalty: 5278.130859
	Iteration 18Q: 3 clusters Score -5881775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -5881784.500000 Penalty: 5278.130859
	Iteration 19Q: 3 clusters Score -5881784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5881788.000000 Penalty: 5278.130859
	Iteration 20F: 3 clusters Score -5881788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -5881787.500000 Penalty: 5278.130859
	Iteration 21Q: 3 clusters Score -5881788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -5881792.500000 Penalty: 5278.130859
	Iteration 22Q: 3 clusters Score -5881792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -5881792.500000 Penalty: 5278.130859
	Iteration 23F: 3 clusters Score -5881792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Entering Unmasked Estep 
Score: -12817842.000000 Penalty: 2835.911377
	Iteration 0F: 2 clusters Score -1.281784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -12755618.000000 Penalty: 5671.822754
	Iteration 0F: 3 clusters Score -1.275562e+07 nChanged 43793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -12780786.000000 Penalty: 5671.822754
	Iteration 1F: 3 clusters Score -1.278079e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -12781688.000000 Penalty: 5671.822754
	Iteration 2Q: 3 clusters Score -1.278169e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -12782744.000000 Penalty: 5671.822754
	Iteration 3Q: 3 clusters Score -1.278274e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -12784178.000000 Penalty: 5671.822754
	Iteration 4Q: 3 clusters Score -1.278418e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -12786227.000000 Penalty: 5671.822754
	Iteration 5Q: 3 clusters Score -1.278623e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -12789407.000000 Penalty: 5671.822754
	Iteration 6F: 3 clusters Score -1.278941e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -12793924.000000 Penalty: 5671.822754
	Iteration 7F: 3 clusters Score -1.279392e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -12799092.000000 Penalty: 5671.822754
	Iteration 8F: 3 clusters Score -1.279909e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 73294 members 
Entering Unmasked Estep 
Score: -12803577.000000 Penalty: 5671.822754
	Iteration 9F: 3 clusters Score -1.280358e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -12807149.000000 Penalty: 5671.822754
	Iteration 10Q: 3 clusters Score -1.280715e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -12809851.000000 Penalty: 5671.822754
	Iteration 11Q: 3 clusters Score -1.280985e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -12811647.000000 Penalty: 5671.822754
	Iteration 12Q: 3 clusters Score -1.281165e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
Score: -12812708.000000 Penalty: 5671.822754
	Iteration 13Q: 3 clusters Score -1.281271e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -12813409.000000 Penalty: 5671.822754
	Iteration 14Q: 3 clusters Score -1.281341e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -12813945.000000 Penalty: 5671.822754
	Iteration 15Q: 3 clusters Score -1.281394e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -12814288.000000 Penalty: 5671.822754
	Iteration 16Q: 3 clusters Score -1.281429e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -12814574.000000 Penalty: 5671.822754
	Iteration 17Q: 3 clusters Score -1.281457e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -12814804.000000 Penalty: 5671.822754
	Iteration 18Q: 3 clusters Score -1.28148e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -12814952.000000 Penalty: 5671.822754
	Iteration 19Q: 3 clusters Score -1.281495e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 88334 members 
Entering Unmasked Estep 
Score: -12815064.000000 Penalty: 5671.822754
	Iteration 20F: 3 clusters Score -1.281506e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -12815180.000000 Penalty: 5671.822754
	Iteration 21Q: 3 clusters Score -1.281518e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 88918 members 
Entering Unmasked Estep 
Score: -12815313.000000 Penalty: 5671.822754
	Iteration 22Q: 3 clusters Score -1.281531e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -12815376.000000 Penalty: 5671.822754
	Iteration 23Q: 3 clusters Score -1.281538e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -12815462.000000 Penalty: 5671.822754
	Iteration 24Q: 3 clusters Score -1.281546e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -12815537.000000 Penalty: 5671.822754
	Iteration 25Q: 3 clusters Score -1.281554e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -12815573.000000 Penalty: 5671.822754
	Iteration 26Q: 3 clusters Score -1.281557e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 89792 members 
Entering Unmasked Estep 
Score: -12815622.000000 Penalty: 5671.822754
	Iteration 27Q: 3 clusters Score -1.281562e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 89886 members 
Entering Unmasked Estep 
Score: -12815670.000000 Penalty: 5671.822754
	Iteration 28Q: 3 clusters Score -1.281567e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 89975 members 
Entering Unmasked Estep 
Score: -12815698.000000 Penalty: 5671.822754
	Iteration 29Q: 3 clusters Score -1.28157e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 90068 members 
Entering Unmasked Estep 
Score: -12815713.000000 Penalty: 5671.822754
	Iteration 30Q: 3 clusters Score -1.281571e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 90147 members 
Entering Unmasked Estep 
Score: -12815721.000000 Penalty: 5671.822754
	Iteration 31Q: 3 clusters Score -1.281572e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 90212 members 
Entering Unmasked Estep 
Score: -12815751.000000 Penalty: 5671.822754
	Iteration 32Q: 3 clusters Score -1.281575e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -12815757.000000 Penalty: 5671.822754
	Iteration 33Q: 3 clusters Score -1.281576e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -12815793.000000 Penalty: 5671.822754
	Iteration 34Q: 3 clusters Score -1.281579e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -12815819.000000 Penalty: 5671.822754
	Iteration 35Q: 3 clusters Score -1.281582e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
Score: -12815829.000000 Penalty: 5671.822754
	Iteration 36Q: 3 clusters Score -1.281583e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 90521 members 
Entering Unmasked Estep 
Score: -12815850.000000 Penalty: 5671.822754
	Iteration 37Q: 3 clusters Score -1.281585e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -12815851.000000 Penalty: 5671.822754
	Iteration 38Q: 3 clusters Score -1.281585e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -12815875.000000 Penalty: 5671.822754
	Iteration 39Q: 3 clusters Score -1.281588e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -12815881.000000 Penalty: 5671.822754
	Iteration 40F: 3 clusters Score -1.281588e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 90692 members 
Entering Unmasked Estep 
Score: -12815901.000000 Penalty: 5671.822754
	Iteration 41Q: 3 clusters Score -1.28159e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 90715 members 
Entering Unmasked Estep 
Score: -12815909.000000 Penalty: 5671.822754
	Iteration 42Q: 3 clusters Score -1.281591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -12815899.000000 Penalty: 5671.822754
	Iteration 43Q: 3 clusters Score -1.28159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -12815919.000000 Penalty: 5671.822754
	Iteration 44Q: 3 clusters Score -1.281592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -12815924.000000 Penalty: 5671.822754
	Iteration 45Q: 3 clusters Score -1.281592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 90759 members 
Entering Unmasked Estep 
Score: -12815930.000000 Penalty: 5671.822754
	Iteration 46Q: 3 clusters Score -1.281593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 90771 members 
Entering Unmasked Estep 
Score: -12815940.000000 Penalty: 5671.822754
	Iteration 47Q: 3 clusters Score -1.281594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -12815942.000000 Penalty: 5671.822754
	Iteration 48Q: 3 clusters Score -1.281594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -12815942.000000 Penalty: 5671.822754
	Iteration 49Q: 3 clusters Score -1.281594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -12815945.000000 Penalty: 5671.822754
	Iteration 50Q: 3 clusters Score -1.281594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 90810 members 
Entering Unmasked Estep 
Score: -12815940.000000 Penalty: 5671.822754
	Iteration 51Q: 3 clusters Score -1.281594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -12815950.000000 Penalty: 5671.822754
	Iteration 52Q: 3 clusters Score -1.281595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -12815938.000000 Penalty: 5671.822754
	Iteration 53Q: 3 clusters Score -1.281594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -12815943.000000 Penalty: 5671.822754
	Iteration 54Q: 3 clusters Score -1.281594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 90830 members 
Entering Unmasked Estep 
Score: -12815939.000000 Penalty: 5671.822754
	Iteration 55Q: 3 clusters Score -1.281594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -12815941.000000 Penalty: 5671.822754
	Iteration 56Q: 3 clusters Score -1.281594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -12815954.000000 Penalty: 5671.822754
	Iteration 57Q: 3 clusters Score -1.281595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
Score: -12815948.000000 Penalty: 5671.822754
	Iteration 58Q: 3 clusters Score -1.281595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 90841 members 
Entering Unmasked Estep 
Score: -12815955.000000 Penalty: 5671.822754
	Iteration 59Q: 3 clusters Score -1.281596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 90841 members 
Entering Unmasked Estep 
Score: -12815955.000000 Penalty: 5671.822754
	Iteration 60F: 3 clusters Score -1.281596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -160521.531250 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -160521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -158411.531250 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -158411.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -158696.515625 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -158696.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -158779.781250 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -158779.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -158827.062500 Penalty: 3522.022705
	Iteration 3Q: 3 clusters Score -158827.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158874.546875 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -158874.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158973.453125 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -158973.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -159047.328125 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -159047.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159099.281250 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -159099.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -159124.437500 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -159124.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -159137.734375 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -159137.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159142.578125 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -159142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -159145.140625 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -159145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159145.906250 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -159145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159145.906250 Penalty: 3522.022705
	Iteration 13F: 3 clusters Score -159145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -13573.099609 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -13573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12669.806641 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -12669.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12679.445312 Penalty: 2386.843506
	Iteration 1Q: 3 clusters Score -12679.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12679.445312 Penalty: 2386.843506
	Iteration 2F: 3 clusters Score -12679.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (93938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Entering Unmasked Estep 
Score: -13064019.000000 Penalty: 2839.696777
	Iteration 0F: 2 clusters Score -1.306402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -13001391.000000 Penalty: 5679.393555
	Iteration 0F: 3 clusters Score -1.300139e+07 nChanged 44132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -13026152.000000 Penalty: 5679.393555
	Iteration 1F: 3 clusters Score -1.302615e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -13026728.000000 Penalty: 5679.393555
	Iteration 2Q: 3 clusters Score -1.302673e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -13027310.000000 Penalty: 5679.393555
	Iteration 3Q: 3 clusters Score -1.302731e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -13027894.000000 Penalty: 5679.393555
	Iteration 4Q: 3 clusters Score -1.302789e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -13028504.000000 Penalty: 5679.393555
	Iteration 5Q: 3 clusters Score -1.30285e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -13029372.000000 Penalty: 5679.393555
	Iteration 6Q: 3 clusters Score -1.302937e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -13030588.000000 Penalty: 5679.393555
	Iteration 7Q: 3 clusters Score -1.303059e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -13032306.000000 Penalty: 5679.393555
	Iteration 8Q: 3 clusters Score -1.303231e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -13034647.000000 Penalty: 5679.393555
	Iteration 9Q: 3 clusters Score -1.303465e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -13037239.000000 Penalty: 5679.393555
	Iteration 10Q: 3 clusters Score -1.303724e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -13040201.000000 Penalty: 5679.393555
	Iteration 11F: 3 clusters Score -1.30402e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -13043218.000000 Penalty: 5679.393555
	Iteration 12F: 3 clusters Score -1.304322e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -13046156.000000 Penalty: 5679.393555
	Iteration 13F: 3 clusters Score -1.304616e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -13048119.000000 Penalty: 5679.393555
	Iteration 14Q: 3 clusters Score -1.304812e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -13049595.000000 Penalty: 5679.393555
	Iteration 15Q: 3 clusters Score -1.30496e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -13050466.000000 Penalty: 5679.393555
	Iteration 16Q: 3 clusters Score -1.305047e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -13051139.000000 Penalty: 5679.393555
	Iteration 17Q: 3 clusters Score -1.305114e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -13051501.000000 Penalty: 5679.393555
	Iteration 18Q: 3 clusters Score -1.30515e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -13051881.000000 Penalty: 5679.393555
	Iteration 19Q: 3 clusters Score -1.305188e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -13052247.000000 Penalty: 5679.393555
	Iteration 20F: 3 clusters Score -1.305225e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -13052612.000000 Penalty: 5679.393555
	Iteration 21Q: 3 clusters Score -1.305261e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -13052951.000000 Penalty: 5679.393555
	Iteration 22Q: 3 clusters Score -1.305295e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -13053301.000000 Penalty: 5679.393555
	Iteration 23Q: 3 clusters Score -1.30533e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -13053621.000000 Penalty: 5679.393555
	Iteration 24Q: 3 clusters Score -1.305362e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -13054004.000000 Penalty: 5679.393555
	Iteration 25Q: 3 clusters Score -1.3054e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76765 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -13054496.000000 Penalty: 5679.393555
	Iteration 26Q: 3 clusters Score -1.30545e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -13054828.000000 Penalty: 5679.393555
	Iteration 27Q: 3 clusters Score -1.305483e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -13055280.000000 Penalty: 5679.393555
	Iteration 28Q: 3 clusters Score -1.305528e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -13055640.000000 Penalty: 5679.393555
	Iteration 29Q: 3 clusters Score -1.305564e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -13056103.000000 Penalty: 5679.393555
	Iteration 30Q: 3 clusters Score -1.30561e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82550 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -13056555.000000 Penalty: 5679.393555
	Iteration 31Q: 3 clusters Score -1.305656e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -13057094.000000 Penalty: 5679.393555
	Iteration 32Q: 3 clusters Score -1.305709e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -13057610.000000 Penalty: 5679.393555
	Iteration 33Q: 3 clusters Score -1.305761e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -13058108.000000 Penalty: 5679.393555
	Iteration 34Q: 3 clusters Score -1.305811e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -13058591.000000 Penalty: 5679.393555
	Iteration 35Q: 3 clusters Score -1.305859e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -13059057.000000 Penalty: 5679.393555
	Iteration 36Q: 3 clusters Score -1.305906e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -13059542.000000 Penalty: 5679.393555
	Iteration 37Q: 3 clusters Score -1.305954e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -13059925.000000 Penalty: 5679.393555
	Iteration 38Q: 3 clusters Score -1.305992e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90735 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -13060261.000000 Penalty: 5679.393555
	Iteration 39Q: 3 clusters Score -1.306026e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -13060543.000000 Penalty: 5679.393555
	Iteration 40F: 3 clusters Score -1.306054e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -13060744.000000 Penalty: 5679.393555
	Iteration 41Q: 3 clusters Score -1.306074e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92088 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -13060897.000000 Penalty: 5679.393555
	Iteration 42Q: 3 clusters Score -1.30609e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -13061045.000000 Penalty: 5679.393555
	Iteration 43Q: 3 clusters Score -1.306104e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -13061138.000000 Penalty: 5679.393555
	Iteration 44Q: 3 clusters Score -1.306114e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -13061216.000000 Penalty: 5679.393555
	Iteration 45Q: 3 clusters Score -1.306122e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13061296.000000 Penalty: 5679.393555
	Iteration 46Q: 3 clusters Score -1.30613e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13061357.000000 Penalty: 5679.393555
	Iteration 47Q: 3 clusters Score -1.306136e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92944 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13061398.000000 Penalty: 5679.393555
	Iteration 48Q: 3 clusters Score -1.30614e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13061426.000000 Penalty: 5679.393555
	Iteration 49Q: 3 clusters Score -1.306143e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13061460.000000 Penalty: 5679.393555
	Iteration 50Q: 3 clusters Score -1.306146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13061484.000000 Penalty: 5679.393555
	Iteration 51Q: 3 clusters Score -1.306148e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13061511.000000 Penalty: 5679.393555
	Iteration 52Q: 3 clusters Score -1.306151e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -13061539.000000 Penalty: 5679.393555
	Iteration 53Q: 3 clusters Score -1.306154e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -13061549.000000 Penalty: 5679.393555
	Iteration 54Q: 3 clusters Score -1.306155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13061555.000000 Penalty: 5679.393555
	Iteration 55Q: 3 clusters Score -1.306156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -13061561.000000 Penalty: 5679.393555
	Iteration 56Q: 3 clusters Score -1.306156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93166 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13061566.000000 Penalty: 5679.393555
	Iteration 57Q: 3 clusters Score -1.306157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13061569.000000 Penalty: 5679.393555
	Iteration 58Q: 3 clusters Score -1.306157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13061574.000000 Penalty: 5679.393555
	Iteration 59Q: 3 clusters Score -1.306157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13061572.000000 Penalty: 5679.393555
	Iteration 60F: 3 clusters Score -1.306157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13061567.000000 Penalty: 5679.393555
	Iteration 61Q: 3 clusters Score -1.306157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -13061567.000000 Penalty: 5679.393555
	Iteration 62Q: 3 clusters Score -1.306157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93202 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -13061572.000000 Penalty: 5679.393555
	Iteration 63Q: 3 clusters Score -1.306157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93205 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13061581.000000 Penalty: 5679.393555
	Iteration 64Q: 3 clusters Score -1.306158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -13061574.000000 Penalty: 5679.393555
	Iteration 65Q: 3 clusters Score -1.306157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13061566.000000 Penalty: 5679.393555
	Iteration 66Q: 3 clusters Score -1.306157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13061578.000000 Penalty: 5679.393555
	Iteration 67Q: 3 clusters Score -1.306158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -13061588.000000 Penalty: 5679.393555
	Iteration 68Q: 3 clusters Score -1.306159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13061584.000000 Penalty: 5679.393555
	Iteration 69Q: 3 clusters Score -1.306158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13061592.000000 Penalty: 5679.393555
	Iteration 70Q: 3 clusters Score -1.306159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -13061598.000000 Penalty: 5679.393555
	Iteration 71Q: 3 clusters Score -1.30616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93231 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13061600.000000 Penalty: 5679.393555
	Iteration 72Q: 3 clusters Score -1.30616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93232 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -13061600.000000 Penalty: 5679.393555
	Iteration 73Q: 3 clusters Score -1.30616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -13061599.000000 Penalty: 5679.393555
	Iteration 74Q: 3 clusters Score -1.30616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -13061599.000000 Penalty: 5679.393555
	Iteration 75F: 3 clusters Score -1.30616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -23335.710938 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -23335.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22252.521484 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -22252.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22306.822266 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -22306.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22319.744141 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -22319.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22319.744141 Penalty: 2632.900635
	Iteration 3F: 3 clusters Score -22319.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 170482 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54206 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 154960 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 179249 members 
Mstep: Class 14 contains 103538 members 
Mstep: Class 15 contains 11788 members 
Mstep: Class 16 contains 37532 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 41831 members 
Mstep: Class 21 contains 92515 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 93938 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447424.000000 Penalty: 85743.609375
Iteration 159Q: 26 clusters Score -1.374474e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 170400 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54186 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 154939 members 
Mstep: Class 9 contains 15375 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 179239 members 
Mstep: Class 14 contains 103408 members 
Mstep: Class 15 contains 11740 members 
Mstep: Class 16 contains 37517 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 42342 members 
Mstep: Class 21 contains 92613 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 93725 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447616.000000 Penalty: 85743.609375
Iteration 160F: 26 clusters Score -1.374476e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 170257 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3932 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54162 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 154905 members 
Mstep: Class 9 contains 15341 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3133 members 
Mstep: Class 13 contains 179254 members 
Mstep: Class 14 contains 103294 members 
Mstep: Class 15 contains 11696 members 
Mstep: Class 16 contains 37520 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3833 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 42828 members 
Mstep: Class 21 contains 92718 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 93540 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447632.000000 Penalty: 85743.609375
Iteration 161Q: 26 clusters Score -1.374476e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 170065 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3936 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54149 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 154886 members 
Mstep: Class 9 contains 15306 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3133 members 
Mstep: Class 13 contains 179245 members 
Mstep: Class 14 contains 103169 members 
Mstep: Class 15 contains 11655 members 
Mstep: Class 16 contains 37519 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3834 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 43372 members 
Mstep: Class 21 contains 92822 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 93353 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447648.000000 Penalty: 85743.609375
Iteration 162Q: 26 clusters Score -1.374476e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 169822 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54124 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 154888 members 
Mstep: Class 9 contains 15272 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 179213 members 
Mstep: Class 14 contains 103059 members 
Mstep: Class 15 contains 11630 members 
Mstep: Class 16 contains 37520 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 43912 members 
Mstep: Class 21 contains 92945 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 93175 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447424.000000 Penalty: 85743.609375
Iteration 163Q: 26 clusters Score -1.374474e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 169584 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3944 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54101 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 154884 members 
Mstep: Class 9 contains 15238 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3128 members 
Mstep: Class 13 contains 179179 members 
Mstep: Class 14 contains 102960 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 37515 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 44433 members 
Mstep: Class 21 contains 93070 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 93036 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447760.000000 Penalty: 85743.609375
Iteration 164Q: 26 clusters Score -1.374478e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 169353 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3948 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54075 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 154812 members 
Mstep: Class 9 contains 15206 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 179140 members 
Mstep: Class 14 contains 102880 members 
Mstep: Class 15 contains 11557 members 
Mstep: Class 16 contains 37515 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3836 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 44991 members 
Mstep: Class 21 contains 93186 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 92890 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448064.000000 Penalty: 85743.609375
Iteration 165Q: 26 clusters Score -1.374481e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 169084 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3951 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54057 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 154731 members 
Mstep: Class 9 contains 15169 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 179116 members 
Mstep: Class 14 contains 102794 members 
Mstep: Class 15 contains 11526 members 
Mstep: Class 16 contains 37507 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3834 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 45598 members 
Mstep: Class 21 contains 93279 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 92762 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447808.000000 Penalty: 85743.609375
Iteration 166Q: 26 clusters Score -1.374478e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 168803 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3957 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54031 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 154649 members 
Mstep: Class 9 contains 15139 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 179126 members 
Mstep: Class 14 contains 102689 members 
Mstep: Class 15 contains 11489 members 
Mstep: Class 16 contains 37511 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3831 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 46175 members 
Mstep: Class 21 contains 93391 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 92634 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448080.000000 Penalty: 85743.609375
Iteration 167Q: 26 clusters Score -1.374481e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 168566 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3960 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54011 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 154527 members 
Mstep: Class 9 contains 15112 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3124 members 
Mstep: Class 13 contains 179158 members 
Mstep: Class 14 contains 102587 members 
Mstep: Class 15 contains 11456 members 
Mstep: Class 16 contains 37509 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 46762 members 
Mstep: Class 21 contains 93481 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 92504 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447872.000000 Penalty: 85743.609375
Iteration 168Q: 26 clusters Score -1.374479e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 168335 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3961 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53995 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 154400 members 
Mstep: Class 9 contains 15086 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 179164 members 
Mstep: Class 14 contains 102479 members 
Mstep: Class 15 contains 11429 members 
Mstep: Class 16 contains 37505 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3839 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 47355 members 
Mstep: Class 21 contains 93576 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 92384 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448016.000000 Penalty: 85743.609375
Iteration 169Q: 26 clusters Score -1.37448e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 168086 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3963 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53962 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 154304 members 
Mstep: Class 9 contains 15069 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3124 members 
Mstep: Class 13 contains 179157 members 
Mstep: Class 14 contains 102360 members 
Mstep: Class 15 contains 11402 members 
Mstep: Class 16 contains 37505 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 47954 members 
Mstep: Class 21 contains 93670 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 92257 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447872.000000 Penalty: 85743.609375
Iteration 170Q: 26 clusters Score -1.374479e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 167786 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3968 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53952 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 154244 members 
Mstep: Class 9 contains 15058 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 179118 members 
Mstep: Class 14 contains 102268 members 
Mstep: Class 15 contains 11365 members 
Mstep: Class 16 contains 37511 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 48540 members 
Mstep: Class 21 contains 93763 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 92139 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448320.000000 Penalty: 85743.609375
Iteration 171Q: 26 clusters Score -1.374483e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 167489 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53941 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 154200 members 
Mstep: Class 9 contains 15045 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 179079 members 
Mstep: Class 14 contains 102172 members 
Mstep: Class 15 contains 11333 members 
Mstep: Class 16 contains 37518 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 49130 members 
Mstep: Class 21 contains 93858 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 92020 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448160.000000 Penalty: 85743.609375
Iteration 172Q: 26 clusters Score -1.374482e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 167204 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3973 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53929 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 154158 members 
Mstep: Class 9 contains 15029 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3124 members 
Mstep: Class 13 contains 179055 members 
Mstep: Class 14 contains 102079 members 
Mstep: Class 15 contains 11291 members 
Mstep: Class 16 contains 37519 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 49705 members 
Mstep: Class 21 contains 93935 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 91909 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137447984.000000 Penalty: 85743.609375
Iteration 173Q: 26 clusters Score -1.37448e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 166951 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3976 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53915 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 154126 members 
Mstep: Class 9 contains 15007 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 179038 members 
Mstep: Class 14 contains 101982 members 
Mstep: Class 15 contains 11242 members 
Mstep: Class 16 contains 37528 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3842 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 50314 members 
Mstep: Class 21 contains 93982 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 91761 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448432.000000 Penalty: 85743.609375
Iteration 174Q: 26 clusters Score -1.374484e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 166664 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3977 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53904 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 154109 members 
Mstep: Class 9 contains 14978 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3119 members 
Mstep: Class 13 contains 179034 members 
Mstep: Class 14 contains 101897 members 
Mstep: Class 15 contains 11207 members 
Mstep: Class 16 contains 37538 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 50934 members 
Mstep: Class 21 contains 94021 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 91613 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448544.000000 Penalty: 85743.609375
Iteration 175Q: 26 clusters Score -1.374485e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 166422 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3979 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53893 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 154050 members 
Mstep: Class 9 contains 14951 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 179029 members 
Mstep: Class 14 contains 101808 members 
Mstep: Class 15 contains 11167 members 
Mstep: Class 16 contains 37548 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 51538 members 
Mstep: Class 21 contains 94066 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 91463 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448384.000000 Penalty: 85743.609375
Iteration 176Q: 26 clusters Score -1.374484e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 166176 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3980 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53889 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 153974 members 
Mstep: Class 9 contains 14932 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 13 contains 179016 members 
Mstep: Class 14 contains 101727 members 
Mstep: Class 15 contains 11129 members 
Mstep: Class 16 contains 37556 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3846 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 52146 members 
Mstep: Class 21 contains 94088 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 91317 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448704.000000 Penalty: 85743.609375
Iteration 177Q: 26 clusters Score -1.374487e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 165925 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53883 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 153907 members 
Mstep: Class 9 contains 14906 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 178952 members 
Mstep: Class 14 contains 101630 members 
Mstep: Class 15 contains 11092 members 
Mstep: Class 16 contains 37566 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3846 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 52790 members 
Mstep: Class 21 contains 94126 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 91181 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448608.000000 Penalty: 85743.609375
Iteration 178Q: 26 clusters Score -1.374486e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 165673 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3984 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53877 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 153821 members 
Mstep: Class 9 contains 14872 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 178900 members 
Mstep: Class 14 contains 101537 members 
Mstep: Class 15 contains 11051 members 
Mstep: Class 16 contains 37559 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3847 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 53458 members 
Mstep: Class 21 contains 94175 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 91046 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448992.000000 Penalty: 85743.609375
Iteration 179Q: 26 clusters Score -1.37449e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 165441 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53874 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 153732 members 
Mstep: Class 9 contains 14851 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 13 contains 178828 members 
Mstep: Class 14 contains 101430 members 
Mstep: Class 15 contains 11009 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3850 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 54156 members 
Mstep: Class 21 contains 94186 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 90905 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449120.000000 Penalty: 85743.609375
Iteration 180F: 26 clusters Score -1.374491e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 165293 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3989 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53880 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 153668 members 
Mstep: Class 9 contains 14836 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 178731 members 
Mstep: Class 14 contains 101314 members 
Mstep: Class 15 contains 10957 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 54821 members 
Mstep: Class 21 contains 94184 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 90742 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449072.000000 Penalty: 85743.609375
Iteration 181Q: 26 clusters Score -1.374491e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 165111 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53886 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 153600 members 
Mstep: Class 9 contains 14811 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 178642 members 
Mstep: Class 14 contains 101207 members 
Mstep: Class 15 contains 10897 members 
Mstep: Class 16 contains 37588 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3848 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 55489 members 
Mstep: Class 21 contains 94194 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 90603 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449040.000000 Penalty: 85743.609375
Iteration 182Q: 26 clusters Score -1.37449e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 164904 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53881 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 153539 members 
Mstep: Class 9 contains 14792 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 178561 members 
Mstep: Class 14 contains 101110 members 
Mstep: Class 15 contains 10845 members 
Mstep: Class 16 contains 37591 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3848 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 56154 members 
Mstep: Class 21 contains 94210 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 90470 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449104.000000 Penalty: 85743.609375
Iteration 183Q: 26 clusters Score -1.374491e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 164681 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53886 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 153461 members 
Mstep: Class 9 contains 14765 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 178493 members 
Mstep: Class 14 contains 101014 members 
Mstep: Class 15 contains 10789 members 
Mstep: Class 16 contains 37601 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3852 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 56824 members 
Mstep: Class 21 contains 94229 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 90332 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448896.000000 Penalty: 85743.609375
Iteration 184Q: 26 clusters Score -1.374489e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 164458 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53887 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 153387 members 
Mstep: Class 9 contains 14735 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 13 contains 178433 members 
Mstep: Class 14 contains 100934 members 
Mstep: Class 15 contains 10732 members 
Mstep: Class 16 contains 37596 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3856 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 57510 members 
Mstep: Class 21 contains 94226 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 90206 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449024.000000 Penalty: 85743.609375
Iteration 185Q: 26 clusters Score -1.37449e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 164254 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53880 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 153315 members 
Mstep: Class 9 contains 14715 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 178370 members 
Mstep: Class 14 contains 100834 members 
Mstep: Class 15 contains 10684 members 
Mstep: Class 16 contains 37587 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3861 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 58204 members 
Mstep: Class 21 contains 94218 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 90081 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449088.000000 Penalty: 85743.609375
Iteration 186Q: 26 clusters Score -1.374491e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 164080 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53880 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 153225 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 178313 members 
Mstep: Class 14 contains 100733 members 
Mstep: Class 15 contains 10637 members 
Mstep: Class 16 contains 37594 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 58871 members 
Mstep: Class 21 contains 94195 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 89948 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449248.000000 Penalty: 85743.609375
Iteration 187Q: 26 clusters Score -1.374492e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 163940 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53879 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 153121 members 
Mstep: Class 9 contains 14659 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 178264 members 
Mstep: Class 14 contains 100631 members 
Mstep: Class 15 contains 10600 members 
Mstep: Class 16 contains 37593 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 59553 members 
Mstep: Class 21 contains 94157 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 89804 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449424.000000 Penalty: 85743.609375
Iteration 188Q: 26 clusters Score -1.374494e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 163819 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 3998 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53885 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 153020 members 
Mstep: Class 9 contains 14641 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 178137 members 
Mstep: Class 14 contains 100549 members 
Mstep: Class 15 contains 10538 members 
Mstep: Class 16 contains 37598 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 60267 members 
Mstep: Class 21 contains 94123 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 89654 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449616.000000 Penalty: 85743.609375
Iteration 189Q: 26 clusters Score -1.374496e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 163737 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53908 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 152912 members 
Mstep: Class 9 contains 14614 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 178010 members 
Mstep: Class 14 contains 100449 members 
Mstep: Class 15 contains 10472 members 
Mstep: Class 16 contains 37593 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 60994 members 
Mstep: Class 21 contains 94042 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 89521 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449712.000000 Penalty: 85743.609375
Iteration 190Q: 26 clusters Score -1.374497e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 163614 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53935 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 152807 members 
Mstep: Class 9 contains 14585 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 177872 members 
Mstep: Class 14 contains 100331 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 37593 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 61772 members 
Mstep: Class 21 contains 93980 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 89386 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449920.000000 Penalty: 85743.609375
Iteration 191Q: 26 clusters Score -1.374499e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 163479 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53953 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 152683 members 
Mstep: Class 9 contains 14565 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 177751 members 
Mstep: Class 14 contains 100239 members 
Mstep: Class 15 contains 10358 members 
Mstep: Class 16 contains 37588 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 62565 members 
Mstep: Class 21 contains 93904 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 89252 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449808.000000 Penalty: 85743.609375
Iteration 192Q: 26 clusters Score -1.374498e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 163323 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53979 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 152539 members 
Mstep: Class 9 contains 14538 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 177631 members 
Mstep: Class 14 contains 100128 members 
Mstep: Class 15 contains 10316 members 
Mstep: Class 16 contains 37591 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 63415 members 
Mstep: Class 21 contains 93833 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 89092 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449632.000000 Penalty: 85743.609375
Iteration 193Q: 26 clusters Score -1.374496e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 163181 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4004 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 53994 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 152384 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 177505 members 
Mstep: Class 14 contains 100023 members 
Mstep: Class 15 contains 10263 members 
Mstep: Class 16 contains 37585 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 64245 members 
Mstep: Class 21 contains 93776 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 88954 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449344.000000 Penalty: 85743.609375
Iteration 194Q: 26 clusters Score -1.374493e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 163025 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54006 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 152225 members 
Mstep: Class 9 contains 14498 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 177368 members 
Mstep: Class 14 contains 99928 members 
Mstep: Class 15 contains 10215 members 
Mstep: Class 16 contains 37565 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 65068 members 
Mstep: Class 21 contains 93717 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 88855 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449648.000000 Penalty: 85743.609375
Iteration 195Q: 26 clusters Score -1.374496e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 162946 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4007 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54027 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 152065 members 
Mstep: Class 9 contains 14464 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 177162 members 
Mstep: Class 14 contains 99818 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 37544 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3898 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 65915 members 
Mstep: Class 21 contains 93665 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 88742 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449392.000000 Penalty: 85743.609375
Iteration 196Q: 26 clusters Score -1.374494e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 162816 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54034 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 151901 members 
Mstep: Class 9 contains 14441 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 177002 members 
Mstep: Class 14 contains 99696 members 
Mstep: Class 15 contains 10121 members 
Mstep: Class 16 contains 37541 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3900 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 66745 members 
Mstep: Class 21 contains 93623 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 88634 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449712.000000 Penalty: 85743.609375
Iteration 197Q: 26 clusters Score -1.374497e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 162649 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54032 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 151751 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 176837 members 
Mstep: Class 14 contains 99586 members 
Mstep: Class 15 contains 10077 members 
Mstep: Class 16 contains 37542 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 67616 members 
Mstep: Class 21 contains 93559 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 88528 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449664.000000 Penalty: 85743.609375
Iteration 198Q: 26 clusters Score -1.374497e+08 nChanged 1771
Entering ConstructFrom: 
Score: -137449664.000000 Penalty: 85743.609375
Entering ConstructFrom: 
Trying to split cluster 1 (39694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Entering Unmasked Estep 
Score: -5529797.500000 Penalty: 2626.060791
	Iteration 0F: 2 clusters Score -5529798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -5502913.500000 Penalty: 5252.121582
	Iteration 0F: 3 clusters Score -5502914 nChanged 18117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -5512820.000000 Penalty: 5252.121582
	Iteration 1F: 3 clusters Score -5512820 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -5513225.500000 Penalty: 5252.121582
	Iteration 2Q: 3 clusters Score -5513226 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5513637.000000 Penalty: 5252.121582
	Iteration 3Q: 3 clusters Score -5513637 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -5513971.000000 Penalty: 5252.121582
	Iteration 4Q: 3 clusters Score -5513971 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -5514305.000000 Penalty: 5252.121582
	Iteration 5Q: 3 clusters Score -5514305 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -5514696.500000 Penalty: 5252.121582
	Iteration 6Q: 3 clusters Score -5514696 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -5515218.000000 Penalty: 5252.121582
	Iteration 7Q: 3 clusters Score -5515218 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5515930.000000 Penalty: 5252.121582
	Iteration 8Q: 3 clusters Score -5515930 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -5517024.000000 Penalty: 5252.121582
	Iteration 9Q: 3 clusters Score -5517024 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -5518579.500000 Penalty: 5252.121582
	Iteration 10F: 3 clusters Score -5518580 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -5520515.000000 Penalty: 5252.121582
	Iteration 11F: 3 clusters Score -5520515 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -5522562.000000 Penalty: 5252.121582
	Iteration 12F: 3 clusters Score -5522562 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -5524301.500000 Penalty: 5252.121582
	Iteration 13F: 3 clusters Score -5524302 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5525510.000000 Penalty: 5252.121582
	Iteration 14Q: 3 clusters Score -5525510 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5526289.500000 Penalty: 5252.121582
	Iteration 15Q: 3 clusters Score -5526290 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5526755.000000 Penalty: 5252.121582
	Iteration 16Q: 3 clusters Score -5526755 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5527022.000000 Penalty: 5252.121582
	Iteration 17Q: 3 clusters Score -5527022 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5527198.500000 Penalty: 5252.121582
	Iteration 18Q: 3 clusters Score -5527198 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5527323.000000 Penalty: 5252.121582
	Iteration 19Q: 3 clusters Score -5527323 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5527396.000000 Penalty: 5252.121582
	Iteration 20F: 3 clusters Score -5527396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5527442.000000 Penalty: 5252.121582
	Iteration 21Q: 3 clusters Score -5527442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5527474.500000 Penalty: 5252.121582
	Iteration 22Q: 3 clusters Score -5527474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5527508.000000 Penalty: 5252.121582
	Iteration 23Q: 3 clusters Score -5527508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5527527.500000 Penalty: 5252.121582
	Iteration 24Q: 3 clusters Score -5527528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5527544.500000 Penalty: 5252.121582
	Iteration 25Q: 3 clusters Score -5527544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5527561.500000 Penalty: 5252.121582
	Iteration 26Q: 3 clusters Score -5527562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5527567.500000 Penalty: 5252.121582
	Iteration 27Q: 3 clusters Score -5527568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5527567.500000 Penalty: 5252.121582
	Iteration 28Q: 3 clusters Score -5527568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5527572.000000 Penalty: 5252.121582
	Iteration 29Q: 3 clusters Score -5527572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5527589.000000 Penalty: 5252.121582
	Iteration 30Q: 3 clusters Score -5527589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5527597.500000 Penalty: 5252.121582
	Iteration 31Q: 3 clusters Score -5527598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5527606.000000 Penalty: 5252.121582
	Iteration 32Q: 3 clusters Score -5527606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5527608.000000 Penalty: 5252.121582
	Iteration 33Q: 3 clusters Score -5527608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5527607.000000 Penalty: 5252.121582
	Iteration 34Q: 3 clusters Score -5527607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5527606.000000 Penalty: 5252.121582
	Iteration 35Q: 3 clusters Score -5527606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5527606.000000 Penalty: 5252.121582
	Iteration 36F: 3 clusters Score -5527606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (162537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162537 members 
Entering Unmasked Estep 
Score: -22362094.000000 Penalty: 2975.667969
	Iteration 0F: 2 clusters Score -2.236209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -22255112.000000 Penalty: 5951.335938
	Iteration 0F: 3 clusters Score -2.225511e+07 nChanged 77959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 82075 members 
Entering Unmasked Estep 
Score: -22300632.000000 Penalty: 5951.335938
	Iteration 1F: 3 clusters Score -2.230063e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 82762 members 
Entering Unmasked Estep 
Score: -22301714.000000 Penalty: 5951.335938
	Iteration 2Q: 3 clusters Score -2.230171e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78829 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -22303120.000000 Penalty: 5951.335938
	Iteration 3Q: 3 clusters Score -2.230312e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -22305370.000000 Penalty: 5951.335938
	Iteration 4Q: 3 clusters Score -2.230537e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -22308520.000000 Penalty: 5951.335938
	Iteration 5Q: 3 clusters Score -2.230852e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -22312702.000000 Penalty: 5951.335938
	Iteration 6Q: 3 clusters Score -2.23127e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -22317898.000000 Penalty: 5951.335938
	Iteration 7F: 3 clusters Score -2.23179e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -22324354.000000 Penalty: 5951.335938
	Iteration 8F: 3 clusters Score -2.232435e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 94996 members 
Entering Unmasked Estep 
Score: -22331858.000000 Penalty: 5951.335938
	Iteration 9F: 3 clusters Score -2.233186e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -22337994.000000 Penalty: 5951.335938
	Iteration 10F: 3 clusters Score -2.233799e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 95572 members 
Entering Unmasked Estep 
Score: -22341508.000000 Penalty: 5951.335938
	Iteration 11Q: 3 clusters Score -2.234151e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -22342976.000000 Penalty: 5951.335938
	Iteration 12Q: 3 clusters Score -2.234298e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -22343406.000000 Penalty: 5951.335938
	Iteration 13Q: 3 clusters Score -2.234341e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 96570 members 
Entering Unmasked Estep 
Score: -22343588.000000 Penalty: 5951.335938
	Iteration 14Q: 3 clusters Score -2.234359e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 96994 members 
Entering Unmasked Estep 
Score: -22343636.000000 Penalty: 5951.335938
	Iteration 15Q: 3 clusters Score -2.234364e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -22343624.000000 Penalty: 5951.335938
	Iteration 16Q: 3 clusters Score -2.234362e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 98008 members 
Entering Unmasked Estep 
Score: -22343758.000000 Penalty: 5951.335938
	Iteration 17Q: 3 clusters Score -2.234376e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -22343900.000000 Penalty: 5951.335938
	Iteration 18Q: 3 clusters Score -2.23439e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -22344102.000000 Penalty: 5951.335938
	Iteration 19Q: 3 clusters Score -2.23441e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 100056 members 
Entering Unmasked Estep 
Score: -22344266.000000 Penalty: 5951.335938
	Iteration 20F: 3 clusters Score -2.234427e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -22344536.000000 Penalty: 5951.335938
	Iteration 21Q: 3 clusters Score -2.234454e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -22344850.000000 Penalty: 5951.335938
	Iteration 22Q: 3 clusters Score -2.234485e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 102640 members 
Entering Unmasked Estep 
Score: -22345250.000000 Penalty: 5951.335938
	Iteration 23Q: 3 clusters Score -2.234525e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58858 members 
Mstep: Class 2 contains 103679 members 
Entering Unmasked Estep 
Score: -22345592.000000 Penalty: 5951.335938
	Iteration 24Q: 3 clusters Score -2.234559e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 104756 members 
Entering Unmasked Estep 
Score: -22346008.000000 Penalty: 5951.335938
	Iteration 25Q: 3 clusters Score -2.234601e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -22346206.000000 Penalty: 5951.335938
	Iteration 26Q: 3 clusters Score -2.234621e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 107049 members 
Entering Unmasked Estep 
Score: -22346624.000000 Penalty: 5951.335938
	Iteration 27Q: 3 clusters Score -2.234662e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -22347024.000000 Penalty: 5951.335938
	Iteration 28Q: 3 clusters Score -2.234702e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 109478 members 
Entering Unmasked Estep 
Score: -22347302.000000 Penalty: 5951.335938
	Iteration 29Q: 3 clusters Score -2.23473e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 110711 members 
Entering Unmasked Estep 
Score: -22347736.000000 Penalty: 5951.335938
	Iteration 30Q: 3 clusters Score -2.234774e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 111902 members 
Entering Unmasked Estep 
Score: -22348102.000000 Penalty: 5951.335938
	Iteration 31Q: 3 clusters Score -2.23481e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 113006 members 
Entering Unmasked Estep 
Score: -22348542.000000 Penalty: 5951.335938
	Iteration 32Q: 3 clusters Score -2.234854e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 114117 members 
Entering Unmasked Estep 
Score: -22348794.000000 Penalty: 5951.335938
	Iteration 33Q: 3 clusters Score -2.234879e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 115240 members 
Entering Unmasked Estep 
Score: -22349110.000000 Penalty: 5951.335938
	Iteration 34Q: 3 clusters Score -2.234911e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 116339 members 
Entering Unmasked Estep 
Score: -22349436.000000 Penalty: 5951.335938
	Iteration 35Q: 3 clusters Score -2.234944e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 117456 members 
Entering Unmasked Estep 
Score: -22349690.000000 Penalty: 5951.335938
	Iteration 36Q: 3 clusters Score -2.234969e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 118556 members 
Entering Unmasked Estep 
Score: -22349924.000000 Penalty: 5951.335938
	Iteration 37Q: 3 clusters Score -2.234992e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 119622 members 
Entering Unmasked Estep 
Score: -22350158.000000 Penalty: 5951.335938
	Iteration 38Q: 3 clusters Score -2.235016e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 120728 members 
Entering Unmasked Estep 
Score: -22350376.000000 Penalty: 5951.335938
	Iteration 39Q: 3 clusters Score -2.235038e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -22350554.000000 Penalty: 5951.335938
	Iteration 40F: 3 clusters Score -2.235055e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 122965 members 
Entering Unmasked Estep 
Score: -22350808.000000 Penalty: 5951.335938
	Iteration 41Q: 3 clusters Score -2.235081e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 124089 members 
Entering Unmasked Estep 
Score: -22351060.000000 Penalty: 5951.335938
	Iteration 42Q: 3 clusters Score -2.235106e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 125322 members 
Entering Unmasked Estep 
Score: -22351190.000000 Penalty: 5951.335938
	Iteration 43Q: 3 clusters Score -2.235119e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 126524 members 
Entering Unmasked Estep 
Score: -22351384.000000 Penalty: 5951.335938
	Iteration 44Q: 3 clusters Score -2.235138e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 127725 members 
Entering Unmasked Estep 
Score: -22351590.000000 Penalty: 5951.335938
	Iteration 45Q: 3 clusters Score -2.235159e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 128992 members 
Entering Unmasked Estep 
Score: -22351842.000000 Penalty: 5951.335938
	Iteration 46Q: 3 clusters Score -2.235184e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 130325 members 
Entering Unmasked Estep 
Score: -22352156.000000 Penalty: 5951.335938
	Iteration 47Q: 3 clusters Score -2.235216e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 131700 members 
Entering Unmasked Estep 
Score: -22352398.000000 Penalty: 5951.335938
	Iteration 48Q: 3 clusters Score -2.23524e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 133111 members 
Entering Unmasked Estep 
Score: -22352698.000000 Penalty: 5951.335938
	Iteration 49Q: 3 clusters Score -2.23527e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 134533 members 
Entering Unmasked Estep 
Score: -22353082.000000 Penalty: 5951.335938
	Iteration 50Q: 3 clusters Score -2.235308e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 135967 members 
Entering Unmasked Estep 
Score: -22353312.000000 Penalty: 5951.335938
	Iteration 51Q: 3 clusters Score -2.235331e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -22353650.000000 Penalty: 5951.335938
	Iteration 52Q: 3 clusters Score -2.235365e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 138824 members 
Entering Unmasked Estep 
Score: -22354040.000000 Penalty: 5951.335938
	Iteration 53Q: 3 clusters Score -2.235404e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 140301 members 
Entering Unmasked Estep 
Score: -22354466.000000 Penalty: 5951.335938
	Iteration 54Q: 3 clusters Score -2.235447e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 141768 members 
Entering Unmasked Estep 
Score: -22354758.000000 Penalty: 5951.335938
	Iteration 55Q: 3 clusters Score -2.235476e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 143213 members 
Entering Unmasked Estep 
Score: -22355156.000000 Penalty: 5951.335938
	Iteration 56Q: 3 clusters Score -2.235516e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 144646 members 
Entering Unmasked Estep 
Score: -22355504.000000 Penalty: 5951.335938
	Iteration 57Q: 3 clusters Score -2.23555e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 146096 members 
Entering Unmasked Estep 
Score: -22355918.000000 Penalty: 5951.335938
	Iteration 58Q: 3 clusters Score -2.235592e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 147459 members 
Entering Unmasked Estep 
Score: -22356250.000000 Penalty: 5951.335938
	Iteration 59Q: 3 clusters Score -2.235625e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 148729 members 
Entering Unmasked Estep 
Score: -22356664.000000 Penalty: 5951.335938
	Iteration 60F: 3 clusters Score -2.235666e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 149906 members 
Entering Unmasked Estep 
Score: -22357070.000000 Penalty: 5951.335938
	Iteration 61Q: 3 clusters Score -2.235707e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 151015 members 
Entering Unmasked Estep 
Score: -22357440.000000 Penalty: 5951.335938
	Iteration 62Q: 3 clusters Score -2.235744e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 152042 members 
Entering Unmasked Estep 
Score: -22357674.000000 Penalty: 5951.335938
	Iteration 63Q: 3 clusters Score -2.235767e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 152932 members 
Entering Unmasked Estep 
Score: -22357950.000000 Penalty: 5951.335938
	Iteration 64Q: 3 clusters Score -2.235795e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 153693 members 
Entering Unmasked Estep 
Score: -22358108.000000 Penalty: 5951.335938
	Iteration 65Q: 3 clusters Score -2.235811e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -22358340.000000 Penalty: 5951.335938
	Iteration 66Q: 3 clusters Score -2.235834e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 154973 members 
Entering Unmasked Estep 
Score: -22358608.000000 Penalty: 5951.335938
	Iteration 67Q: 3 clusters Score -2.235861e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 155500 members 
Entering Unmasked Estep 
Score: -22358790.000000 Penalty: 5951.335938
	Iteration 68Q: 3 clusters Score -2.235879e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 155997 members 
Entering Unmasked Estep 
Score: -22359058.000000 Penalty: 5951.335938
	Iteration 69Q: 3 clusters Score -2.235906e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 156442 members 
Entering Unmasked Estep 
Score: -22359250.000000 Penalty: 5951.335938
	Iteration 70Q: 3 clusters Score -2.235925e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 156854 members 
Entering Unmasked Estep 
Score: -22359440.000000 Penalty: 5951.335938
	Iteration 71Q: 3 clusters Score -2.235944e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 157236 members 
Entering Unmasked Estep 
Score: -22359720.000000 Penalty: 5951.335938
	Iteration 72Q: 3 clusters Score -2.235972e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 157542 members 
Entering Unmasked Estep 
Score: -22359936.000000 Penalty: 5951.335938
	Iteration 73Q: 3 clusters Score -2.235994e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 157809 members 
Entering Unmasked Estep 
Score: -22360082.000000 Penalty: 5951.335938
	Iteration 74Q: 3 clusters Score -2.236008e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 157985 members 
Entering Unmasked Estep 
Score: -22360134.000000 Penalty: 5951.335938
	Iteration 75Q: 3 clusters Score -2.236013e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -22360214.000000 Penalty: 5951.335938
	Iteration 76Q: 3 clusters Score -2.236021e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 158225 members 
Entering Unmasked Estep 
Score: -22360272.000000 Penalty: 5951.335938
	Iteration 77Q: 3 clusters Score -2.236027e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 158291 members 
Entering Unmasked Estep 
Score: -22360298.000000 Penalty: 5951.335938
	Iteration 78Q: 3 clusters Score -2.23603e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -22360318.000000 Penalty: 5951.335938
	Iteration 79Q: 3 clusters Score -2.236032e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 158374 members 
Entering Unmasked Estep 
Score: -22360334.000000 Penalty: 5951.335938
	Iteration 80F: 3 clusters Score -2.236033e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 158402 members 
Entering Unmasked Estep 
Score: -22360330.000000 Penalty: 5951.335938
	Iteration 81Q: 3 clusters Score -2.236033e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 158426 members 
Entering Unmasked Estep 
Score: -22360346.000000 Penalty: 5951.335938
	Iteration 82Q: 3 clusters Score -2.236035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 158438 members 
Entering Unmasked Estep 
Score: -22360338.000000 Penalty: 5951.335938
	Iteration 83Q: 3 clusters Score -2.236034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -22360342.000000 Penalty: 5951.335938
	Iteration 84Q: 3 clusters Score -2.236034e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 158465 members 
Entering Unmasked Estep 
Score: -22360348.000000 Penalty: 5951.335938
	Iteration 85Q: 3 clusters Score -2.236035e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 158477 members 
Entering Unmasked Estep 
Score: -22360354.000000 Penalty: 5951.335938
	Iteration 86Q: 3 clusters Score -2.236035e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 158488 members 
Entering Unmasked Estep 
Score: -22360342.000000 Penalty: 5951.335938
	Iteration 87Q: 3 clusters Score -2.236034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 158501 members 
Entering Unmasked Estep 
Score: -22360352.000000 Penalty: 5951.335938
	Iteration 88Q: 3 clusters Score -2.236035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 158507 members 
Entering Unmasked Estep 
Score: -22360342.000000 Penalty: 5951.335938
	Iteration 89Q: 3 clusters Score -2.236034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 158514 members 
Entering Unmasked Estep 
Score: -22360340.000000 Penalty: 5951.335938
	Iteration 90Q: 3 clusters Score -2.236034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 158516 members 
Entering Unmasked Estep 
Score: -22360340.000000 Penalty: 5951.335938
	Iteration 91Q: 3 clusters Score -2.236034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 158516 members 
Entering Unmasked Estep 
Score: -22360338.000000 Penalty: 5951.335938
	Iteration 92Q: 3 clusters Score -2.236034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -22360336.000000 Penalty: 5951.335938
	Iteration 93Q: 3 clusters Score -2.236034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 158520 members 
Entering Unmasked Estep 
Score: -22360336.000000 Penalty: 5951.335938
	Iteration 94Q: 3 clusters Score -2.236034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 158519 members 
Entering Unmasked Estep 
Score: -22360340.000000 Penalty: 5951.335938
	Iteration 95Q: 3 clusters Score -2.236034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 158519 members 
Entering Unmasked Estep 
Score: -22360340.000000 Penalty: 5951.335938
	Iteration 96F: 3 clusters Score -2.236034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -102035.789062 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -102035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100228.210938 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -100228.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100603.328125 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -100603.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100817.906250 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -100817.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101065.484375 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -101065.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101352.421875 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -101352.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101562.109375 Penalty: 3343.883545
	Iteration 5F: 3 clusters Score -101562.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101796.625000 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -101796.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -102007.906250 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -102007.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102072.367188 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -102072.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102090.742188 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -102090.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -102106.007812 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -102106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102114.406250 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -102114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102119.992188 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -102120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -102121.375000 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -102121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -102121.375000 Penalty: 3343.883545
	Iteration 14F: 3 clusters Score -102121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 162537 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54038 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 151598 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 176659 members 
Mstep: Class 14 contains 99442 members 
Mstep: Class 15 contains 10031 members 
Mstep: Class 16 contains 37528 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3906 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 68507 members 
Mstep: Class 21 contains 93511 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 88409 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 461 members 
Entering Unmasked Estep 
Score: -137448016.000000 Penalty: 89173.351562
Splitting cluster 3 changes total score from -137449664.000000 to -137448016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -529900.812500 Penalty: 2057.914307
	Iteration 0F: 2 clusters Score -529900.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -526044.062500 Penalty: 4115.828613
	Iteration 0F: 3 clusters Score -526044.1 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -526976.250000 Penalty: 4115.828613
	Iteration 1F: 3 clusters Score -526976.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -527289.812500 Penalty: 4115.828613
	Iteration 2F: 3 clusters Score -527289.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -527524.562500 Penalty: 4115.828613
	Iteration 3F: 3 clusters Score -527524.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -527704.562500 Penalty: 4115.828613
	Iteration 4F: 3 clusters Score -527704.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -527856.875000 Penalty: 4115.828613
	Iteration 5Q: 3 clusters Score -527856.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -527957.000000 Penalty: 4115.828613
	Iteration 6Q: 3 clusters Score -527957 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -528048.125000 Penalty: 4115.828613
	Iteration 7Q: 3 clusters Score -528048.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -528121.375000 Penalty: 4115.828613
	Iteration 8Q: 3 clusters Score -528121.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -528183.375000 Penalty: 4115.828613
	Iteration 9Q: 3 clusters Score -528183.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -528227.625000 Penalty: 4115.828613
	Iteration 10Q: 3 clusters Score -528227.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -528263.062500 Penalty: 4115.828613
	Iteration 11Q: 3 clusters Score -528263.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -528287.312500 Penalty: 4115.828613
	Iteration 12Q: 3 clusters Score -528287.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -528310.625000 Penalty: 4115.828613
	Iteration 13Q: 3 clusters Score -528310.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -528324.000000 Penalty: 4115.828613
	Iteration 14Q: 3 clusters Score -528324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -528336.875000 Penalty: 4115.828613
	Iteration 15Q: 3 clusters Score -528336.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -528345.125000 Penalty: 4115.828613
	Iteration 16Q: 3 clusters Score -528345.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -528354.937500 Penalty: 4115.828613
	Iteration 17Q: 3 clusters Score -528354.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -528361.875000 Penalty: 4115.828613
	Iteration 18Q: 3 clusters Score -528361.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -528368.187500 Penalty: 4115.828613
	Iteration 19Q: 3 clusters Score -528368.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -528371.312500 Penalty: 4115.828613
	Iteration 20F: 3 clusters Score -528371.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -528375.125000 Penalty: 4115.828613
	Iteration 21Q: 3 clusters Score -528375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -528377.812500 Penalty: 4115.828613
	Iteration 22Q: 3 clusters Score -528377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -528380.750000 Penalty: 4115.828613
	Iteration 23Q: 3 clusters Score -528380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -528382.937500 Penalty: 4115.828613
	Iteration 24Q: 3 clusters Score -528382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -528385.875000 Penalty: 4115.828613
	Iteration 25Q: 3 clusters Score -528385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -528390.062500 Penalty: 4115.828613
	Iteration 26Q: 3 clusters Score -528390.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -528394.625000 Penalty: 4115.828613
	Iteration 27Q: 3 clusters Score -528394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -528400.125000 Penalty: 4115.828613
	Iteration 28Q: 3 clusters Score -528400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -528403.562500 Penalty: 4115.828613
	Iteration 29Q: 3 clusters Score -528403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -528406.125000 Penalty: 4115.828613
	Iteration 30Q: 3 clusters Score -528406.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -528408.500000 Penalty: 4115.828613
	Iteration 31Q: 3 clusters Score -528408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -528410.625000 Penalty: 4115.828613
	Iteration 32Q: 3 clusters Score -528410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -528411.750000 Penalty: 4115.828613
	Iteration 33Q: 3 clusters Score -528411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -528412.000000 Penalty: 4115.828613
	Iteration 34Q: 3 clusters Score -528412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -528414.125000 Penalty: 4115.828613
	Iteration 35Q: 3 clusters Score -528414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -528414.250000 Penalty: 4115.828613
	Iteration 36Q: 3 clusters Score -528414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -528415.062500 Penalty: 4115.828613
	Iteration 37Q: 3 clusters Score -528415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -528415.625000 Penalty: 4115.828613
	Iteration 38Q: 3 clusters Score -528415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -528418.562500 Penalty: 4115.828613
	Iteration 39Q: 3 clusters Score -528418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -528418.875000 Penalty: 4115.828613
	Iteration 40F: 3 clusters Score -528418.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -528422.250000 Penalty: 4115.828613
	Iteration 41Q: 3 clusters Score -528422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -528426.125000 Penalty: 4115.828613
	Iteration 42Q: 3 clusters Score -528426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -528427.625000 Penalty: 4115.828613
	Iteration 43Q: 3 clusters Score -528427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -528427.812500 Penalty: 4115.828613
	Iteration 44Q: 3 clusters Score -528427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -528428.750000 Penalty: 4115.828613
	Iteration 45Q: 3 clusters Score -528428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -528429.687500 Penalty: 4115.828613
	Iteration 46Q: 3 clusters Score -528429.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -528430.750000 Penalty: 4115.828613
	Iteration 47Q: 3 clusters Score -528430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -528433.812500 Penalty: 4115.828613
	Iteration 48Q: 3 clusters Score -528433.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -528435.812500 Penalty: 4115.828613
	Iteration 49Q: 3 clusters Score -528435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -528437.812500 Penalty: 4115.828613
	Iteration 50Q: 3 clusters Score -528437.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -528443.437500 Penalty: 4115.828613
	Iteration 51Q: 3 clusters Score -528443.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -528447.687500 Penalty: 4115.828613
	Iteration 52Q: 3 clusters Score -528447.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -528450.625000 Penalty: 4115.828613
	Iteration 53Q: 3 clusters Score -528450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -528452.187500 Penalty: 4115.828613
	Iteration 54Q: 3 clusters Score -528452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -528452.312500 Penalty: 4115.828613
	Iteration 55Q: 3 clusters Score -528452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -528452.562500 Penalty: 4115.828613
	Iteration 56Q: 3 clusters Score -528452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -528452.562500 Penalty: 4115.828613
	Iteration 57F: 3 clusters Score -528452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -66400.015625 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -66400.02 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 274 members 
Entering Unmasked Estep 
Score: -64805.511719 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -64805.51 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65003.242188 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -65003.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65096.945312 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -65096.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65194.542969 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -65194.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65286.593750 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -65286.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65335.429688 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -65335.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65361.968750 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -65361.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65378.226562 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -65378.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65383.960938 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -65383.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65384.656250 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -65384.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65384.656250 Penalty: 3116.004150
	Iteration 10F: 3 clusters Score -65384.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Entering Unmasked Estep 
Score: -7282249.500000 Penalty: 2702.565918
	Iteration 0F: 2 clusters Score -7282250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -7245787.000000 Penalty: 5405.131836
	Iteration 0F: 3 clusters Score -7245787 nChanged 24995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -7259648.500000 Penalty: 5405.131836
	Iteration 1F: 3 clusters Score -7259648 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -7260268.000000 Penalty: 5405.131836
	Iteration 2Q: 3 clusters Score -7260268 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -7260969.000000 Penalty: 5405.131836
	Iteration 3Q: 3 clusters Score -7260969 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -7261777.500000 Penalty: 5405.131836
	Iteration 4Q: 3 clusters Score -7261778 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -7262927.500000 Penalty: 5405.131836
	Iteration 5Q: 3 clusters Score -7262928 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -7264612.000000 Penalty: 5405.131836
	Iteration 6F: 3 clusters Score -7264612 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -7267065.500000 Penalty: 5405.131836
	Iteration 7F: 3 clusters Score -7267066 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -7270501.000000 Penalty: 5405.131836
	Iteration 8F: 3 clusters Score -7270501 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -7274152.000000 Penalty: 5405.131836
	Iteration 9F: 3 clusters Score -7274152 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -7277008.500000 Penalty: 5405.131836
	Iteration 10F: 3 clusters Score -7277008 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -7278669.500000 Penalty: 5405.131836
	Iteration 11Q: 3 clusters Score -7278670 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -7279383.000000 Penalty: 5405.131836
	Iteration 12Q: 3 clusters Score -7279383 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -7279708.000000 Penalty: 5405.131836
	Iteration 13Q: 3 clusters Score -7279708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -7279858.000000 Penalty: 5405.131836
	Iteration 14Q: 3 clusters Score -7279858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -7279935.000000 Penalty: 5405.131836
	Iteration 15Q: 3 clusters Score -7279935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -7279969.500000 Penalty: 5405.131836
	Iteration 16Q: 3 clusters Score -7279970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -7280000.500000 Penalty: 5405.131836
	Iteration 17Q: 3 clusters Score -7280000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -7280017.500000 Penalty: 5405.131836
	Iteration 18Q: 3 clusters Score -7280018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -7280024.500000 Penalty: 5405.131836
	Iteration 19Q: 3 clusters Score -7280024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -7280036.500000 Penalty: 5405.131836
	Iteration 20F: 3 clusters Score -7280036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -7280035.500000 Penalty: 5405.131836
	Iteration 21Q: 3 clusters Score -7280036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -7280035.500000 Penalty: 5405.131836
	Iteration 22F: 3 clusters Score -7280036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -157111.546875 Penalty: 1765.669678
	Iteration 0F: 2 clusters Score -157111.5 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 620 members 
Entering Unmasked Estep 
Score: -155073.625000 Penalty: 3531.339355
	Iteration 0F: 3 clusters Score -155073.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -155580.921875 Penalty: 3531.339355
	Iteration 1F: 3 clusters Score -155580.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -155929.312500 Penalty: 3531.339355
	Iteration 2F: 3 clusters Score -155929.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -156151.906250 Penalty: 3531.339355
	Iteration 3F: 3 clusters Score -156151.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -156255.718750 Penalty: 3531.339355
	Iteration 4Q: 3 clusters Score -156255.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -156307.718750 Penalty: 3531.339355
	Iteration 5Q: 3 clusters Score -156307.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -156351.328125 Penalty: 3531.339355
	Iteration 6Q: 3 clusters Score -156351.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -156374.687500 Penalty: 3531.339355
	Iteration 7Q: 3 clusters Score -156374.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -156385.093750 Penalty: 3531.339355
	Iteration 8Q: 3 clusters Score -156385.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -156393.093750 Penalty: 3531.339355
	Iteration 9Q: 3 clusters Score -156393.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -156400.437500 Penalty: 3531.339355
	Iteration 10Q: 3 clusters Score -156400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -156405.671875 Penalty: 3531.339355
	Iteration 11Q: 3 clusters Score -156405.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -156410.125000 Penalty: 3531.339355
	Iteration 12Q: 3 clusters Score -156410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -156413.984375 Penalty: 3531.339355
	Iteration 13Q: 3 clusters Score -156414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -156415.906250 Penalty: 3531.339355
	Iteration 14Q: 3 clusters Score -156415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -156417.359375 Penalty: 3531.339355
	Iteration 15Q: 3 clusters Score -156417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -156417.359375 Penalty: 3531.339355
	Iteration 16F: 3 clusters Score -156417.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (151598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151598 members 
Entering Unmasked Estep 
Score: -20921128.000000 Penalty: 2958.388916
	Iteration 0F: 2 clusters Score -2.092113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 76005 members 
Entering Unmasked Estep 
Score: -20821058.000000 Penalty: 5916.777832
	Iteration 0F: 3 clusters Score -2.082106e+07 nChanged 72508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73409 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -20862788.000000 Penalty: 5916.777832
	Iteration 1F: 3 clusters Score -2.086279e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -20863896.000000 Penalty: 5916.777832
	Iteration 2Q: 3 clusters Score -2.08639e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -20865330.000000 Penalty: 5916.777832
	Iteration 3Q: 3 clusters Score -2.086533e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -20867208.000000 Penalty: 5916.777832
	Iteration 4Q: 3 clusters Score -2.086721e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 88112 members 
Entering Unmasked Estep 
Score: -20869854.000000 Penalty: 5916.777832
	Iteration 5Q: 3 clusters Score -2.086985e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -20873602.000000 Penalty: 5916.777832
	Iteration 6Q: 3 clusters Score -2.08736e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 101097 members 
Entering Unmasked Estep 
Score: -20879030.000000 Penalty: 5916.777832
	Iteration 7F: 3 clusters Score -2.087903e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 109743 members 
Entering Unmasked Estep 
Score: -20886374.000000 Penalty: 5916.777832
	Iteration 8F: 3 clusters Score -2.088637e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 118499 members 
Entering Unmasked Estep 
Score: -20893758.000000 Penalty: 5916.777832
	Iteration 9F: 3 clusters Score -2.089376e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 126296 members 
Entering Unmasked Estep 
Score: -20900162.000000 Penalty: 5916.777832
	Iteration 10F: 3 clusters Score -2.090016e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 132697 members 
Entering Unmasked Estep 
Score: -20905302.000000 Penalty: 5916.777832
	Iteration 11Q: 3 clusters Score -2.09053e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 137789 members 
Entering Unmasked Estep 
Score: -20909184.000000 Penalty: 5916.777832
	Iteration 12Q: 3 clusters Score -2.090918e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 141730 members 
Entering Unmasked Estep 
Score: -20912194.000000 Penalty: 5916.777832
	Iteration 13Q: 3 clusters Score -2.091219e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 144783 members 
Entering Unmasked Estep 
Score: -20914306.000000 Penalty: 5916.777832
	Iteration 14Q: 3 clusters Score -2.091431e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 147002 members 
Entering Unmasked Estep 
Score: -20915720.000000 Penalty: 5916.777832
	Iteration 15Q: 3 clusters Score -2.091572e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 148489 members 
Entering Unmasked Estep 
Score: -20916798.000000 Penalty: 5916.777832
	Iteration 16Q: 3 clusters Score -2.09168e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 149489 members 
Entering Unmasked Estep 
Score: -20917466.000000 Penalty: 5916.777832
	Iteration 17Q: 3 clusters Score -2.091747e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 150088 members 
Entering Unmasked Estep 
Score: -20917936.000000 Penalty: 5916.777832
	Iteration 18Q: 3 clusters Score -2.091794e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 150427 members 
Entering Unmasked Estep 
Score: -20918132.000000 Penalty: 5916.777832
	Iteration 19Q: 3 clusters Score -2.091813e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 150644 members 
Entering Unmasked Estep 
Score: -20918268.000000 Penalty: 5916.777832
	Iteration 20F: 3 clusters Score -2.091827e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 150796 members 
Entering Unmasked Estep 
Score: -20918360.000000 Penalty: 5916.777832
	Iteration 21Q: 3 clusters Score -2.091836e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 150906 members 
Entering Unmasked Estep 
Score: -20918484.000000 Penalty: 5916.777832
	Iteration 22Q: 3 clusters Score -2.091848e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 150976 members 
Entering Unmasked Estep 
Score: -20918528.000000 Penalty: 5916.777832
	Iteration 23Q: 3 clusters Score -2.091853e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 151017 members 
Entering Unmasked Estep 
Score: -20918520.000000 Penalty: 5916.777832
	Iteration 24Q: 3 clusters Score -2.091852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 151049 members 
Entering Unmasked Estep 
Score: -20918546.000000 Penalty: 5916.777832
	Iteration 25Q: 3 clusters Score -2.091855e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 151068 members 
Entering Unmasked Estep 
Score: -20918546.000000 Penalty: 5916.777832
	Iteration 26Q: 3 clusters Score -2.091855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 151090 members 
Entering Unmasked Estep 
Score: -20918558.000000 Penalty: 5916.777832
	Iteration 27Q: 3 clusters Score -2.091856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 151103 members 
Entering Unmasked Estep 
Score: -20918564.000000 Penalty: 5916.777832
	Iteration 28Q: 3 clusters Score -2.091856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 151109 members 
Entering Unmasked Estep 
Score: -20918564.000000 Penalty: 5916.777832
	Iteration 29Q: 3 clusters Score -2.091856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 151118 members 
Entering Unmasked Estep 
Score: -20918588.000000 Penalty: 5916.777832
	Iteration 30Q: 3 clusters Score -2.091859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 151124 members 
Entering Unmasked Estep 
Score: -20918588.000000 Penalty: 5916.777832
	Iteration 31Q: 3 clusters Score -2.091859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 151129 members 
Entering Unmasked Estep 
Score: -20918600.000000 Penalty: 5916.777832
	Iteration 32Q: 3 clusters Score -2.09186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -20918598.000000 Penalty: 5916.777832
	Iteration 33Q: 3 clusters Score -2.09186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 151135 members 
Entering Unmasked Estep 
Score: -20918606.000000 Penalty: 5916.777832
	Iteration 34Q: 3 clusters Score -2.091861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -20918604.000000 Penalty: 5916.777832
	Iteration 35Q: 3 clusters Score -2.09186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -20918604.000000 Penalty: 5916.777832
	Iteration 36F: 3 clusters Score -2.09186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Entering Unmasked Estep 
Score: -2005516.500000 Penalty: 2374.458008
	Iteration 0F: 2 clusters Score -2005516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1994965.000000 Penalty: 4748.916016
	Iteration 0F: 3 clusters Score -1994965 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1998307.500000 Penalty: 4748.916016
	Iteration 1F: 3 clusters Score -1998308 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1998673.375000 Penalty: 4748.916016
	Iteration 2F: 3 clusters Score -1998673 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1998959.500000 Penalty: 4748.916016
	Iteration 3Q: 3 clusters Score -1998960 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1999187.875000 Penalty: 4748.916016
	Iteration 4Q: 3 clusters Score -1999188 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1999413.000000 Penalty: 4748.916016
	Iteration 5Q: 3 clusters Score -1999413 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1999632.500000 Penalty: 4748.916016
	Iteration 6Q: 3 clusters Score -1999632 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1999913.875000 Penalty: 4748.916016
	Iteration 7Q: 3 clusters Score -1999914 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2000203.625000 Penalty: 4748.916016
	Iteration 8Q: 3 clusters Score -2000204 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2000496.500000 Penalty: 4748.916016
	Iteration 9Q: 3 clusters Score -2000496 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2000768.500000 Penalty: 4748.916016
	Iteration 10Q: 3 clusters Score -2000768 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2001031.125000 Penalty: 4748.916016
	Iteration 11Q: 3 clusters Score -2001031 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2001297.000000 Penalty: 4748.916016
	Iteration 12Q: 3 clusters Score -2001297 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2001553.000000 Penalty: 4748.916016
	Iteration 13Q: 3 clusters Score -2001553 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2001790.375000 Penalty: 4748.916016
	Iteration 14Q: 3 clusters Score -2001790 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2001998.625000 Penalty: 4748.916016
	Iteration 15Q: 3 clusters Score -2001999 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2002134.625000 Penalty: 4748.916016
	Iteration 16Q: 3 clusters Score -2002135 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2002225.375000 Penalty: 4748.916016
	Iteration 17Q: 3 clusters Score -2002225 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2002284.375000 Penalty: 4748.916016
	Iteration 18Q: 3 clusters Score -2002284 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2002317.750000 Penalty: 4748.916016
	Iteration 19Q: 3 clusters Score -2002318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2002343.125000 Penalty: 4748.916016
	Iteration 20F: 3 clusters Score -2002343 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2002364.000000 Penalty: 4748.916016
	Iteration 21Q: 3 clusters Score -2002364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2002375.125000 Penalty: 4748.916016
	Iteration 22Q: 3 clusters Score -2002375 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2002389.250000 Penalty: 4748.916016
	Iteration 23Q: 3 clusters Score -2002389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2002393.125000 Penalty: 4748.916016
	Iteration 24Q: 3 clusters Score -2002393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2002404.625000 Penalty: 4748.916016
	Iteration 25Q: 3 clusters Score -2002405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2002404.000000 Penalty: 4748.916016
	Iteration 26Q: 3 clusters Score -2002404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2002410.875000 Penalty: 4748.916016
	Iteration 27Q: 3 clusters Score -2002411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2002424.750000 Penalty: 4748.916016
	Iteration 28Q: 3 clusters Score -2002425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2002428.250000 Penalty: 4748.916016
	Iteration 29Q: 3 clusters Score -2002428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2002434.750000 Penalty: 4748.916016
	Iteration 30Q: 3 clusters Score -2002435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2002440.875000 Penalty: 4748.916016
	Iteration 31Q: 3 clusters Score -2002441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2002451.000000 Penalty: 4748.916016
	Iteration 32Q: 3 clusters Score -2002451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2002454.250000 Penalty: 4748.916016
	Iteration 33Q: 3 clusters Score -2002454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2002460.375000 Penalty: 4748.916016
	Iteration 34Q: 3 clusters Score -2002460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2002471.625000 Penalty: 4748.916016
	Iteration 35Q: 3 clusters Score -2002472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2002488.500000 Penalty: 4748.916016
	Iteration 36Q: 3 clusters Score -2002488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2002491.500000 Penalty: 4748.916016
	Iteration 37Q: 3 clusters Score -2002492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2002490.875000 Penalty: 4748.916016
	Iteration 38Q: 3 clusters Score -2002491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2002491.125000 Penalty: 4748.916016
	Iteration 39Q: 3 clusters Score -2002491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2002499.625000 Penalty: 4748.916016
	Iteration 40F: 3 clusters Score -2002500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2002507.000000 Penalty: 4748.916016
	Iteration 41Q: 3 clusters Score -2002507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2002512.625000 Penalty: 4748.916016
	Iteration 42Q: 3 clusters Score -2002513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2002514.000000 Penalty: 4748.916016
	Iteration 43Q: 3 clusters Score -2002514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2002516.875000 Penalty: 4748.916016
	Iteration 44Q: 3 clusters Score -2002517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2002522.000000 Penalty: 4748.916016
	Iteration 45Q: 3 clusters Score -2002522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2002524.625000 Penalty: 4748.916016
	Iteration 46Q: 3 clusters Score -2002525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2002528.875000 Penalty: 4748.916016
	Iteration 47Q: 3 clusters Score -2002529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2002539.500000 Penalty: 4748.916016
	Iteration 48Q: 3 clusters Score -2002540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2002544.875000 Penalty: 4748.916016
	Iteration 49Q: 3 clusters Score -2002545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2002544.250000 Penalty: 4748.916016
	Iteration 50Q: 3 clusters Score -2002544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2002548.375000 Penalty: 4748.916016
	Iteration 51Q: 3 clusters Score -2002548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2002551.500000 Penalty: 4748.916016
	Iteration 52Q: 3 clusters Score -2002552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2002552.750000 Penalty: 4748.916016
	Iteration 53Q: 3 clusters Score -2002553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2002557.375000 Penalty: 4748.916016
	Iteration 54Q: 3 clusters Score -2002557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2002561.750000 Penalty: 4748.916016
	Iteration 55Q: 3 clusters Score -2002562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2002563.000000 Penalty: 4748.916016
	Iteration 56Q: 3 clusters Score -2002563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2002561.750000 Penalty: 4748.916016
	Iteration 57Q: 3 clusters Score -2002562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2002563.375000 Penalty: 4748.916016
	Iteration 58Q: 3 clusters Score -2002563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2002565.125000 Penalty: 4748.916016
	Iteration 59Q: 3 clusters Score -2002565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2002566.625000 Penalty: 4748.916016
	Iteration 60F: 3 clusters Score -2002567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2002566.750000 Penalty: 4748.916016
	Iteration 61Q: 3 clusters Score -2002567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2002568.750000 Penalty: 4748.916016
	Iteration 62Q: 3 clusters Score -2002569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2002572.000000 Penalty: 4748.916016
	Iteration 63Q: 3 clusters Score -2002572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2002570.750000 Penalty: 4748.916016
	Iteration 64Q: 3 clusters Score -2002571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2002568.500000 Penalty: 4748.916016
	Iteration 65Q: 3 clusters Score -2002568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2002566.125000 Penalty: 4748.916016
	Iteration 66Q: 3 clusters Score -2002566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2002564.625000 Penalty: 4748.916016
	Iteration 67Q: 3 clusters Score -2002565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2002564.750000 Penalty: 4748.916016
	Iteration 68Q: 3 clusters Score -2002565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2002567.000000 Penalty: 4748.916016
	Iteration 69Q: 3 clusters Score -2002567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2002567.000000 Penalty: 4748.916016
	Iteration 70F: 3 clusters Score -2002567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -80491.804688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -80491.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78868.523438 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -78868.52 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79162.156250 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -79162.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79282.953125 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -79282.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79349.304688 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -79349.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79423.031250 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -79423.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79511.117188 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -79511.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79558.953125 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -79558.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -79589.968750 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -79589.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -79626.875000 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -79626.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79674.289062 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -79674.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -79706.179688 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -79706.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79777.445312 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -79777.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79859.187500 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -79859.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -79938.203125 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -79938.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -80025.859375 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -80025.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -80096.226562 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -80096.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80226.242188 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -80226.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -80319.281250 Penalty: 3220.901855
	Iteration 17Q: 3 clusters Score -80319.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -80323.148438 Penalty: 3220.901855
	Iteration 18Q: 3 clusters Score -80323.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -80330.046875 Penalty: 3220.901855
	Iteration 19Q: 3 clusters Score -80330.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -80331.664062 Penalty: 3220.901855
	Iteration 20F: 3 clusters Score -80331.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -73181.859375 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -73181.86 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 325 members 
Entering Unmasked Estep 
Score: -71601.593750 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -71601.59 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71871.445312 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -71871.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71984.523438 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -71984.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72053.460938 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -72053.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72108.906250 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -72108.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72159.921875 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -72159.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72189.679688 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -72189.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72209.929688 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -72209.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72235.171875 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -72235.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72253.218750 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -72253.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72266.929688 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -72266.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72284.726562 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -72284.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72299.375000 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -72299.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72301.484375 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -72301.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72304.054688 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -72304.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72305.328125 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -72305.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72305.328125 Penalty: 3179.446777
	Iteration 16F: 3 clusters Score -72305.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -397680.781250 Penalty: 1994.030884
	Iteration 0F: 2 clusters Score -397680.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -394364.843750 Penalty: 3988.061768
	Iteration 0F: 3 clusters Score -394364.8 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -395090.531250 Penalty: 3988.061768
	Iteration 1F: 3 clusters Score -395090.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -395315.562500 Penalty: 3988.061768
	Iteration 2F: 3 clusters Score -395315.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -395503.468750 Penalty: 3988.061768
	Iteration 3F: 3 clusters Score -395503.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -395664.281250 Penalty: 3988.061768
	Iteration 4Q: 3 clusters Score -395664.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -395793.562500 Penalty: 3988.061768
	Iteration 5Q: 3 clusters Score -395793.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -395909.406250 Penalty: 3988.061768
	Iteration 6Q: 3 clusters Score -395909.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -395995.250000 Penalty: 3988.061768
	Iteration 7Q: 3 clusters Score -395995.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -396088.062500 Penalty: 3988.061768
	Iteration 8Q: 3 clusters Score -396088.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -396176.187500 Penalty: 3988.061768
	Iteration 9Q: 3 clusters Score -396176.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -396303.093750 Penalty: 3988.061768
	Iteration 10Q: 3 clusters Score -396303.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -396454.062500 Penalty: 3988.061768
	Iteration 11Q: 3 clusters Score -396454.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -396555.375000 Penalty: 3988.061768
	Iteration 12Q: 3 clusters Score -396555.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -396610.218750 Penalty: 3988.061768
	Iteration 13Q: 3 clusters Score -396610.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -396646.343750 Penalty: 3988.061768
	Iteration 14Q: 3 clusters Score -396646.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -396670.093750 Penalty: 3988.061768
	Iteration 15Q: 3 clusters Score -396670.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -396682.312500 Penalty: 3988.061768
	Iteration 16Q: 3 clusters Score -396682.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -396691.812500 Penalty: 3988.061768
	Iteration 17Q: 3 clusters Score -396691.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -396699.187500 Penalty: 3988.061768
	Iteration 18Q: 3 clusters Score -396699.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -396704.312500 Penalty: 3988.061768
	Iteration 19Q: 3 clusters Score -396704.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -396709.343750 Penalty: 3988.061768
	Iteration 20F: 3 clusters Score -396709.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -396712.843750 Penalty: 3988.061768
	Iteration 21Q: 3 clusters Score -396712.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -396715.937500 Penalty: 3988.061768
	Iteration 22Q: 3 clusters Score -396715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -396718.406250 Penalty: 3988.061768
	Iteration 23Q: 3 clusters Score -396718.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -396719.562500 Penalty: 3988.061768
	Iteration 24Q: 3 clusters Score -396719.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -396719.562500 Penalty: 3988.061768
	Iteration 25F: 3 clusters Score -396719.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (176659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176659 members 
Entering Unmasked Estep 
Score: -24342406.000000 Penalty: 2996.330322
	Iteration 0F: 2 clusters Score -2.434241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -24226958.000000 Penalty: 5992.660645
	Iteration 0F: 3 clusters Score -2.422696e+07 nChanged 84785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 86052 members 
Entering Unmasked Estep 
Score: -24276454.000000 Penalty: 5992.660645
	Iteration 1F: 3 clusters Score -2.427645e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92075 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -24277188.000000 Penalty: 5992.660645
	Iteration 2Q: 3 clusters Score -2.427719e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94426 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -24278240.000000 Penalty: 5992.660645
	Iteration 3Q: 3 clusters Score -2.427824e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97994 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -24279530.000000 Penalty: 5992.660645
	Iteration 4Q: 3 clusters Score -2.427953e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103370 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -24281748.000000 Penalty: 5992.660645
	Iteration 5Q: 3 clusters Score -2.428175e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111255 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -24285526.000000 Penalty: 5992.660645
	Iteration 6Q: 3 clusters Score -2.428553e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122340 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -24292534.000000 Penalty: 5992.660645
	Iteration 7F: 3 clusters Score -2.429253e+07 nChanged 14164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136458 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -24303584.000000 Penalty: 5992.660645
	Iteration 8F: 3 clusters Score -2.430358e+07 nChanged 15193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151643 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -24317342.000000 Penalty: 5992.660645
	Iteration 9F: 3 clusters Score -2.431734e+07 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164515 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -24329326.000000 Penalty: 5992.660645
	Iteration 10F: 3 clusters Score -2.432933e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172146 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -24335986.000000 Penalty: 5992.660645
	Iteration 11Q: 3 clusters Score -2.433599e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175179 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -24338520.000000 Penalty: 5992.660645
	Iteration 12Q: 3 clusters Score -2.433852e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176061 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -24339234.000000 Penalty: 5992.660645
	Iteration 13Q: 3 clusters Score -2.433923e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176317 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -24339476.000000 Penalty: 5992.660645
	Iteration 14Q: 3 clusters Score -2.433948e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176394 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24339592.000000 Penalty: 5992.660645
	Iteration 15Q: 3 clusters Score -2.433959e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176412 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24339638.000000 Penalty: 5992.660645
	Iteration 16Q: 3 clusters Score -2.433964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176419 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24339670.000000 Penalty: 5992.660645
	Iteration 17Q: 3 clusters Score -2.433967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176426 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24339688.000000 Penalty: 5992.660645
	Iteration 18Q: 3 clusters Score -2.433969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176433 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24339682.000000 Penalty: 5992.660645
	Iteration 19Q: 3 clusters Score -2.433968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176436 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24339684.000000 Penalty: 5992.660645
	Iteration 20F: 3 clusters Score -2.433968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176437 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24339684.000000 Penalty: 5992.660645
	Iteration 21Q: 3 clusters Score -2.433968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176440 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24339688.000000 Penalty: 5992.660645
	Iteration 22Q: 3 clusters Score -2.433969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176440 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24339698.000000 Penalty: 5992.660645
	Iteration 23Q: 3 clusters Score -2.43397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176442 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24339698.000000 Penalty: 5992.660645
	Iteration 24Q: 3 clusters Score -2.43397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176443 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24339712.000000 Penalty: 5992.660645
	Iteration 25Q: 3 clusters Score -2.433971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176444 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24339716.000000 Penalty: 5992.660645
	Iteration 26Q: 3 clusters Score -2.433972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176444 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24339716.000000 Penalty: 5992.660645
	Iteration 27F: 3 clusters Score -2.433972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (99442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Entering Unmasked Estep 
Score: -13796327.000000 Penalty: 2853.817871
	Iteration 0F: 2 clusters Score -1.379633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -13729890.000000 Penalty: 5707.635742
	Iteration 0F: 3 clusters Score -1.372989e+07 nChanged 47046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -13756751.000000 Penalty: 5707.635742
	Iteration 1F: 3 clusters Score -1.375675e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -13757615.000000 Penalty: 5707.635742
	Iteration 2Q: 3 clusters Score -1.375762e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -13758837.000000 Penalty: 5707.635742
	Iteration 3Q: 3 clusters Score -1.375884e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -13761041.000000 Penalty: 5707.635742
	Iteration 4Q: 3 clusters Score -1.376104e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -13764870.000000 Penalty: 5707.635742
	Iteration 5F: 3 clusters Score -1.376487e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -13771003.000000 Penalty: 5707.635742
	Iteration 6F: 3 clusters Score -1.3771e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
Score: -13779020.000000 Penalty: 5707.635742
	Iteration 7F: 3 clusters Score -1.377902e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -13786334.000000 Penalty: 5707.635742
	Iteration 8F: 3 clusters Score -1.378633e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 94351 members 
Entering Unmasked Estep 
Score: -13790632.000000 Penalty: 5707.635742
	Iteration 9Q: 3 clusters Score -1.379063e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 96170 members 
Entering Unmasked Estep 
Score: -13792535.000000 Penalty: 5707.635742
	Iteration 10Q: 3 clusters Score -1.379254e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 96959 members 
Entering Unmasked Estep 
Score: -13793329.000000 Penalty: 5707.635742
	Iteration 11Q: 3 clusters Score -1.379333e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
Score: -13793617.000000 Penalty: 5707.635742
	Iteration 12Q: 3 clusters Score -1.379362e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -13793790.000000 Penalty: 5707.635742
	Iteration 13Q: 3 clusters Score -1.379379e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -13793895.000000 Penalty: 5707.635742
	Iteration 14Q: 3 clusters Score -1.37939e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -13793969.000000 Penalty: 5707.635742
	Iteration 15Q: 3 clusters Score -1.379397e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -13794000.000000 Penalty: 5707.635742
	Iteration 16Q: 3 clusters Score -1.3794e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 98005 members 
Entering Unmasked Estep 
Score: -13794015.000000 Penalty: 5707.635742
	Iteration 17Q: 3 clusters Score -1.379402e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 98056 members 
Entering Unmasked Estep 
Score: -13794042.000000 Penalty: 5707.635742
	Iteration 18Q: 3 clusters Score -1.379404e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -13794055.000000 Penalty: 5707.635742
	Iteration 19Q: 3 clusters Score -1.379406e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -13794062.000000 Penalty: 5707.635742
	Iteration 20F: 3 clusters Score -1.379406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -13794074.000000 Penalty: 5707.635742
	Iteration 21Q: 3 clusters Score -1.379407e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 98183 members 
Entering Unmasked Estep 
Score: -13794085.000000 Penalty: 5707.635742
	Iteration 22Q: 3 clusters Score -1.379408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -13794087.000000 Penalty: 5707.635742
	Iteration 23Q: 3 clusters Score -1.379409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 98204 members 
Entering Unmasked Estep 
Score: -13794094.000000 Penalty: 5707.635742
	Iteration 24Q: 3 clusters Score -1.379409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -13794095.000000 Penalty: 5707.635742
	Iteration 25Q: 3 clusters Score -1.37941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 98220 members 
Entering Unmasked Estep 
Score: -13794097.000000 Penalty: 5707.635742
	Iteration 26Q: 3 clusters Score -1.37941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -13794099.000000 Penalty: 5707.635742
	Iteration 27Q: 3 clusters Score -1.37941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -13794097.000000 Penalty: 5707.635742
	Iteration 28Q: 3 clusters Score -1.37941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 98226 members 
Entering Unmasked Estep 
Score: -13794104.000000 Penalty: 5707.635742
	Iteration 29Q: 3 clusters Score -1.37941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -13794096.000000 Penalty: 5707.635742
	Iteration 30Q: 3 clusters Score -1.37941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 98241 members 
Entering Unmasked Estep 
Score: -13794109.000000 Penalty: 5707.635742
	Iteration 31Q: 3 clusters Score -1.379411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 98245 members 
Entering Unmasked Estep 
Score: -13794101.000000 Penalty: 5707.635742
	Iteration 32Q: 3 clusters Score -1.37941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -13794103.000000 Penalty: 5707.635742
	Iteration 33Q: 3 clusters Score -1.37941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 98252 members 
Entering Unmasked Estep 
Score: -13794108.000000 Penalty: 5707.635742
	Iteration 34Q: 3 clusters Score -1.379411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -13794102.000000 Penalty: 5707.635742
	Iteration 35Q: 3 clusters Score -1.37941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -13794107.000000 Penalty: 5707.635742
	Iteration 36Q: 3 clusters Score -1.379411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
Score: -13794111.000000 Penalty: 5707.635742
	Iteration 37Q: 3 clusters Score -1.379411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -13794111.000000 Penalty: 5707.635742
	Iteration 38Q: 3 clusters Score -1.379411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 98269 members 
Entering Unmasked Estep 
Score: -13794107.000000 Penalty: 5707.635742
	Iteration 39Q: 3 clusters Score -1.379411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -13794105.000000 Penalty: 5707.635742
	Iteration 40F: 3 clusters Score -1.37941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -13794113.000000 Penalty: 5707.635742
	Iteration 41Q: 3 clusters Score -1.379411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -13794117.000000 Penalty: 5707.635742
	Iteration 42Q: 3 clusters Score -1.379412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -13794110.000000 Penalty: 5707.635742
	Iteration 43Q: 3 clusters Score -1.379411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -13794108.000000 Penalty: 5707.635742
	Iteration 44Q: 3 clusters Score -1.379411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -13794108.000000 Penalty: 5707.635742
	Iteration 45F: 3 clusters Score -1.379411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Entering Unmasked Estep 
Score: -1385427.375000 Penalty: 2284.931885
	Iteration 0F: 2 clusters Score -1385427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1377665.250000 Penalty: 4569.863770
	Iteration 0F: 3 clusters Score -1377665 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1379847.375000 Penalty: 4569.863770
	Iteration 1F: 3 clusters Score -1379847 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1380159.625000 Penalty: 4569.863770
	Iteration 2F: 3 clusters Score -1380160 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1380341.000000 Penalty: 4569.863770
	Iteration 3Q: 3 clusters Score -1380341 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1380468.625000 Penalty: 4569.863770
	Iteration 4Q: 3 clusters Score -1380469 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1380587.125000 Penalty: 4569.863770
	Iteration 5Q: 3 clusters Score -1380587 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1380701.875000 Penalty: 4569.863770
	Iteration 6Q: 3 clusters Score -1380702 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1380806.500000 Penalty: 4569.863770
	Iteration 7Q: 3 clusters Score -1380806 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1380904.875000 Penalty: 4569.863770
	Iteration 8Q: 3 clusters Score -1380905 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1380993.500000 Penalty: 4569.863770
	Iteration 9Q: 3 clusters Score -1380994 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1381073.125000 Penalty: 4569.863770
	Iteration 10Q: 3 clusters Score -1381073 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1381183.625000 Penalty: 4569.863770
	Iteration 11Q: 3 clusters Score -1381184 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1381315.625000 Penalty: 4569.863770
	Iteration 12Q: 3 clusters Score -1381316 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1381492.000000 Penalty: 4569.863770
	Iteration 13Q: 3 clusters Score -1381492 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1381665.500000 Penalty: 4569.863770
	Iteration 14Q: 3 clusters Score -1381666 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1381884.250000 Penalty: 4569.863770
	Iteration 15Q: 3 clusters Score -1381884 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1382133.250000 Penalty: 4569.863770
	Iteration 16Q: 3 clusters Score -1382133 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1382363.500000 Penalty: 4569.863770
	Iteration 17Q: 3 clusters Score -1382364 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1382596.875000 Penalty: 4569.863770
	Iteration 18Q: 3 clusters Score -1382597 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1382793.500000 Penalty: 4569.863770
	Iteration 19Q: 3 clusters Score -1382794 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1382958.125000 Penalty: 4569.863770
	Iteration 20F: 3 clusters Score -1382958 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1383087.875000 Penalty: 4569.863770
	Iteration 21Q: 3 clusters Score -1383088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1383193.000000 Penalty: 4569.863770
	Iteration 22Q: 3 clusters Score -1383193 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1383272.625000 Penalty: 4569.863770
	Iteration 23Q: 3 clusters Score -1383273 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1383343.250000 Penalty: 4569.863770
	Iteration 24Q: 3 clusters Score -1383343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1383394.875000 Penalty: 4569.863770
	Iteration 25Q: 3 clusters Score -1383395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1383441.000000 Penalty: 4569.863770
	Iteration 26Q: 3 clusters Score -1383441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1383464.125000 Penalty: 4569.863770
	Iteration 27Q: 3 clusters Score -1383464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1383476.250000 Penalty: 4569.863770
	Iteration 28Q: 3 clusters Score -1383476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1383483.750000 Penalty: 4569.863770
	Iteration 29Q: 3 clusters Score -1383484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1383492.875000 Penalty: 4569.863770
	Iteration 30Q: 3 clusters Score -1383493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1383501.500000 Penalty: 4569.863770
	Iteration 31Q: 3 clusters Score -1383502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1383508.125000 Penalty: 4569.863770
	Iteration 32Q: 3 clusters Score -1383508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1383514.625000 Penalty: 4569.863770
	Iteration 33Q: 3 clusters Score -1383515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1383518.375000 Penalty: 4569.863770
	Iteration 34Q: 3 clusters Score -1383518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1383519.250000 Penalty: 4569.863770
	Iteration 35Q: 3 clusters Score -1383519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1383522.125000 Penalty: 4569.863770
	Iteration 36Q: 3 clusters Score -1383522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1383522.375000 Penalty: 4569.863770
	Iteration 37Q: 3 clusters Score -1383522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1383525.625000 Penalty: 4569.863770
	Iteration 38Q: 3 clusters Score -1383526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1383526.250000 Penalty: 4569.863770
	Iteration 39Q: 3 clusters Score -1383526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1383527.125000 Penalty: 4569.863770
	Iteration 40F: 3 clusters Score -1383527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1383529.000000 Penalty: 4569.863770
	Iteration 41Q: 3 clusters Score -1383529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1383529.000000 Penalty: 4569.863770
	Iteration 42F: 3 clusters Score -1383529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Entering Unmasked Estep 
Score: -5088930.500000 Penalty: 2612.145020
	Iteration 0F: 2 clusters Score -5088930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -5063412.500000 Penalty: 5224.290039
	Iteration 0F: 3 clusters Score -5063412 nChanged 17171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5073156.500000 Penalty: 5224.290039
	Iteration 1F: 3 clusters Score -5073156 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -5073987.000000 Penalty: 5224.290039
	Iteration 2F: 3 clusters Score -5073987 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -5075047.000000 Penalty: 5224.290039
	Iteration 3F: 3 clusters Score -5075047 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -5076351.500000 Penalty: 5224.290039
	Iteration 4F: 3 clusters Score -5076352 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -5077897.500000 Penalty: 5224.290039
	Iteration 5F: 3 clusters Score -5077898 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -5079305.500000 Penalty: 5224.290039
	Iteration 6F: 3 clusters Score -5079306 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -5080774.500000 Penalty: 5224.290039
	Iteration 7F: 3 clusters Score -5080774 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -5082208.000000 Penalty: 5224.290039
	Iteration 8F: 3 clusters Score -5082208 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -5083460.000000 Penalty: 5224.290039
	Iteration 9Q: 3 clusters Score -5083460 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -5084463.000000 Penalty: 5224.290039
	Iteration 10Q: 3 clusters Score -5084463 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -5085182.500000 Penalty: 5224.290039
	Iteration 11Q: 3 clusters Score -5085182 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -5085727.000000 Penalty: 5224.290039
	Iteration 12Q: 3 clusters Score -5085727 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -5086183.000000 Penalty: 5224.290039
	Iteration 13Q: 3 clusters Score -5086183 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -5086598.500000 Penalty: 5224.290039
	Iteration 14Q: 3 clusters Score -5086598 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -5086852.000000 Penalty: 5224.290039
	Iteration 15Q: 3 clusters Score -5086852 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -5087074.500000 Penalty: 5224.290039
	Iteration 16Q: 3 clusters Score -5087074 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -5087255.500000 Penalty: 5224.290039
	Iteration 17Q: 3 clusters Score -5087256 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5087403.500000 Penalty: 5224.290039
	Iteration 18Q: 3 clusters Score -5087404 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -5087525.500000 Penalty: 5224.290039
	Iteration 19Q: 3 clusters Score -5087526 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5087637.000000 Penalty: 5224.290039
	Iteration 20F: 3 clusters Score -5087637 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5087734.500000 Penalty: 5224.290039
	Iteration 21Q: 3 clusters Score -5087734 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -5087836.500000 Penalty: 5224.290039
	Iteration 22Q: 3 clusters Score -5087836 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5087903.500000 Penalty: 5224.290039
	Iteration 23Q: 3 clusters Score -5087904 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5087990.000000 Penalty: 5224.290039
	Iteration 24Q: 3 clusters Score -5087990 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5088105.000000 Penalty: 5224.290039
	Iteration 25Q: 3 clusters Score -5088105 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5088248.500000 Penalty: 5224.290039
	Iteration 26Q: 3 clusters Score -5088248 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5088463.000000 Penalty: 5224.290039
	Iteration 27Q: 3 clusters Score -5088463 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5088709.500000 Penalty: 5224.290039
	Iteration 28Q: 3 clusters Score -5088710 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5088874.000000 Penalty: 5224.290039
	Iteration 29Q: 3 clusters Score -5088874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5088910.500000 Penalty: 5224.290039
	Iteration 30Q: 3 clusters Score -5088910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5088932.500000 Penalty: 5224.290039
	Iteration 31Q: 3 clusters Score -5088932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5088934.500000 Penalty: 5224.290039
	Iteration 32Q: 3 clusters Score -5088934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5088933.500000 Penalty: 5224.290039
	Iteration 33Q: 3 clusters Score -5088934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5088931.000000 Penalty: 5224.290039
	Iteration 34Q: 3 clusters Score -5088931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5088933.000000 Penalty: 5224.290039
	Iteration 35Q: 3 clusters Score -5088933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5088935.500000 Penalty: 5224.290039
	Iteration 36Q: 3 clusters Score -5088936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5088935.500000 Penalty: 5224.290039
	Iteration 37F: 3 clusters Score -5088936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 162537 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54038 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 151598 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 176659 members 
Mstep: Class 14 contains 99442 members 
Mstep: Class 15 contains 10031 members 
Mstep: Class 16 contains 35256 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3906 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 68507 members 
Mstep: Class 21 contains 93511 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 88409 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 2272 members 
Entering Unmasked Estep 
Score: -137449056.000000 Penalty: 89173.351562
Splitting cluster 16 changes total score from -137449664.000000 to -137449056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -24049.376953 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -24049.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22939.601562 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22939.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23006.097656 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -23006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23029.548828 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -23029.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23047.037109 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -23047.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23047.037109 Penalty: 2666.138184
	Iteration 4F: 3 clusters Score -23047.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Entering Unmasked Estep 
Score: -514111.875000 Penalty: 2051.026855
	Iteration 0F: 2 clusters Score -514111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -510297.062500 Penalty: 4102.053711
	Iteration 0F: 3 clusters Score -510297.1 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -511147.312500 Penalty: 4102.053711
	Iteration 1F: 3 clusters Score -511147.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -511363.625000 Penalty: 4102.053711
	Iteration 2F: 3 clusters Score -511363.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -511509.375000 Penalty: 4102.053711
	Iteration 3F: 3 clusters Score -511509.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -511596.812500 Penalty: 4102.053711
	Iteration 4Q: 3 clusters Score -511596.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -511660.250000 Penalty: 4102.053711
	Iteration 5Q: 3 clusters Score -511660.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -511706.906250 Penalty: 4102.053711
	Iteration 6Q: 3 clusters Score -511706.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -511736.812500 Penalty: 4102.053711
	Iteration 7Q: 3 clusters Score -511736.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -511764.687500 Penalty: 4102.053711
	Iteration 8Q: 3 clusters Score -511764.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -511787.343750 Penalty: 4102.053711
	Iteration 9Q: 3 clusters Score -511787.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -511804.937500 Penalty: 4102.053711
	Iteration 10Q: 3 clusters Score -511804.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -511822.125000 Penalty: 4102.053711
	Iteration 11Q: 3 clusters Score -511822.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -511836.906250 Penalty: 4102.053711
	Iteration 12Q: 3 clusters Score -511836.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -511848.000000 Penalty: 4102.053711
	Iteration 13Q: 3 clusters Score -511848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -511857.406250 Penalty: 4102.053711
	Iteration 14Q: 3 clusters Score -511857.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -511869.375000 Penalty: 4102.053711
	Iteration 15Q: 3 clusters Score -511869.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -511877.531250 Penalty: 4102.053711
	Iteration 16Q: 3 clusters Score -511877.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -511886.312500 Penalty: 4102.053711
	Iteration 17Q: 3 clusters Score -511886.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -511890.812500 Penalty: 4102.053711
	Iteration 18Q: 3 clusters Score -511890.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -511894.500000 Penalty: 4102.053711
	Iteration 19Q: 3 clusters Score -511894.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -511900.218750 Penalty: 4102.053711
	Iteration 20F: 3 clusters Score -511900.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -511906.218750 Penalty: 4102.053711
	Iteration 21Q: 3 clusters Score -511906.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -511913.687500 Penalty: 4102.053711
	Iteration 22Q: 3 clusters Score -511913.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -511923.750000 Penalty: 4102.053711
	Iteration 23Q: 3 clusters Score -511923.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -511932.406250 Penalty: 4102.053711
	Iteration 24Q: 3 clusters Score -511932.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -511939.687500 Penalty: 4102.053711
	Iteration 25Q: 3 clusters Score -511939.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -511945.125000 Penalty: 4102.053711
	Iteration 26Q: 3 clusters Score -511945.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -511951.437500 Penalty: 4102.053711
	Iteration 27Q: 3 clusters Score -511951.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -511957.468750 Penalty: 4102.053711
	Iteration 28Q: 3 clusters Score -511957.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -511963.031250 Penalty: 4102.053711
	Iteration 29Q: 3 clusters Score -511963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -511967.718750 Penalty: 4102.053711
	Iteration 30Q: 3 clusters Score -511967.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -511969.093750 Penalty: 4102.053711
	Iteration 31Q: 3 clusters Score -511969.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -511971.531250 Penalty: 4102.053711
	Iteration 32Q: 3 clusters Score -511971.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -511973.406250 Penalty: 4102.053711
	Iteration 33Q: 3 clusters Score -511973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -511973.968750 Penalty: 4102.053711
	Iteration 34Q: 3 clusters Score -511974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -511973.687500 Penalty: 4102.053711
	Iteration 35Q: 3 clusters Score -511973.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -511975.031250 Penalty: 4102.053711
	Iteration 36Q: 3 clusters Score -511975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -511976.125000 Penalty: 4102.053711
	Iteration 37Q: 3 clusters Score -511976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -511978.843750 Penalty: 4102.053711
	Iteration 38Q: 3 clusters Score -511978.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -511981.687500 Penalty: 4102.053711
	Iteration 39Q: 3 clusters Score -511981.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -511984.187500 Penalty: 4102.053711
	Iteration 40F: 3 clusters Score -511984.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -511986.968750 Penalty: 4102.053711
	Iteration 41Q: 3 clusters Score -511987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -511988.625000 Penalty: 4102.053711
	Iteration 42Q: 3 clusters Score -511988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -511990.093750 Penalty: 4102.053711
	Iteration 43Q: 3 clusters Score -511990.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -511991.375000 Penalty: 4102.053711
	Iteration 44Q: 3 clusters Score -511991.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -511991.375000 Penalty: 4102.053711
	Iteration 45F: 3 clusters Score -511991.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -158648.625000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158648.6 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 602 members 
Entering Unmasked Estep 
Score: -156666.468750 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156666.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -157108.000000 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -157108 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -157270.890625 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157270.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -157367.437500 Penalty: 3509.601318
	Iteration 3F: 3 clusters Score -157367.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -157409.531250 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -157409.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -157433.343750 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157433.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -157448.843750 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157448.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -157462.140625 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -157472.890625 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157472.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -157480.562500 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -157486.484375 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157486.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -157496.671875 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -157496.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -157509.343750 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -157509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -157515.031250 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -157515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -157517.000000 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -157517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -157518.328125 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -157518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -157519.640625 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -157519.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -157519.640625 Penalty: 3509.601318
	Iteration 17F: 3 clusters Score -157519.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (68507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Entering Unmasked Estep 
Score: -9583350.000000 Penalty: 2761.403320
	Iteration 0F: 2 clusters Score -9583350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -9537529.000000 Penalty: 5522.806641
	Iteration 0F: 3 clusters Score -9537529 nChanged 31931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -9555317.000000 Penalty: 5522.806641
	Iteration 1F: 3 clusters Score -9555317 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -9555870.000000 Penalty: 5522.806641
	Iteration 2Q: 3 clusters Score -9555870 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -9556328.000000 Penalty: 5522.806641
	Iteration 3Q: 3 clusters Score -9556328 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -9556791.000000 Penalty: 5522.806641
	Iteration 4Q: 3 clusters Score -9556791 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -9557269.000000 Penalty: 5522.806641
	Iteration 5Q: 3 clusters Score -9557269 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -9557891.000000 Penalty: 5522.806641
	Iteration 6Q: 3 clusters Score -9557891 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -9558753.000000 Penalty: 5522.806641
	Iteration 7Q: 3 clusters Score -9558753 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -9560044.000000 Penalty: 5522.806641
	Iteration 8Q: 3 clusters Score -9560044 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -9562249.000000 Penalty: 5522.806641
	Iteration 9F: 3 clusters Score -9562249 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -9565535.000000 Penalty: 5522.806641
	Iteration 10F: 3 clusters Score -9565535 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -9570022.000000 Penalty: 5522.806641
	Iteration 11F: 3 clusters Score -9570022 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -9574726.000000 Penalty: 5522.806641
	Iteration 12F: 3 clusters Score -9574726 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -9578052.000000 Penalty: 5522.806641
	Iteration 13Q: 3 clusters Score -9578052 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -9579662.000000 Penalty: 5522.806641
	Iteration 14Q: 3 clusters Score -9579662 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9580386.000000 Penalty: 5522.806641
	Iteration 15Q: 3 clusters Score -9580386 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9580683.000000 Penalty: 5522.806641
	Iteration 16Q: 3 clusters Score -9580683 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9580794.000000 Penalty: 5522.806641
	Iteration 17Q: 3 clusters Score -9580794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9580867.000000 Penalty: 5522.806641
	Iteration 18Q: 3 clusters Score -9580867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9580904.000000 Penalty: 5522.806641
	Iteration 19Q: 3 clusters Score -9580904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9580937.000000 Penalty: 5522.806641
	Iteration 20F: 3 clusters Score -9580937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9580954.000000 Penalty: 5522.806641
	Iteration 21Q: 3 clusters Score -9580954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68157 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9580969.000000 Penalty: 5522.806641
	Iteration 22Q: 3 clusters Score -9580969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9580979.000000 Penalty: 5522.806641
	Iteration 23Q: 3 clusters Score -9580979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9580994.000000 Penalty: 5522.806641
	Iteration 24Q: 3 clusters Score -9580994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9580999.000000 Penalty: 5522.806641
	Iteration 25Q: 3 clusters Score -9580999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9581001.000000 Penalty: 5522.806641
	Iteration 26Q: 3 clusters Score -9581001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9581004.000000 Penalty: 5522.806641
	Iteration 27Q: 3 clusters Score -9581004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9581006.000000 Penalty: 5522.806641
	Iteration 28Q: 3 clusters Score -9581006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9581015.000000 Penalty: 5522.806641
	Iteration 29Q: 3 clusters Score -9581015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9581012.000000 Penalty: 5522.806641
	Iteration 30Q: 3 clusters Score -9581012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9581012.000000 Penalty: 5522.806641
	Iteration 31F: 3 clusters Score -9581012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Entering Unmasked Estep 
Score: -12949349.000000 Penalty: 2838.566895
	Iteration 0F: 2 clusters Score -1.294935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -12886700.000000 Penalty: 5677.133789
	Iteration 0F: 3 clusters Score -1.28867e+07 nChanged 43961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -12911798.000000 Penalty: 5677.133789
	Iteration 1F: 3 clusters Score -1.29118e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -12912581.000000 Penalty: 5677.133789
	Iteration 2Q: 3 clusters Score -1.291258e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -12913508.000000 Penalty: 5677.133789
	Iteration 3Q: 3 clusters Score -1.291351e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -12914661.000000 Penalty: 5677.133789
	Iteration 4Q: 3 clusters Score -1.291466e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -12916243.000000 Penalty: 5677.133789
	Iteration 5Q: 3 clusters Score -1.291624e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -12918254.000000 Penalty: 5677.133789
	Iteration 6Q: 3 clusters Score -1.291825e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -12920948.000000 Penalty: 5677.133789
	Iteration 7Q: 3 clusters Score -1.292095e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -12924224.000000 Penalty: 5677.133789
	Iteration 8F: 3 clusters Score -1.292422e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -12928122.000000 Penalty: 5677.133789
	Iteration 9F: 3 clusters Score -1.292812e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -12931673.000000 Penalty: 5677.133789
	Iteration 10F: 3 clusters Score -1.293167e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -12934452.000000 Penalty: 5677.133789
	Iteration 11Q: 3 clusters Score -1.293445e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -12936292.000000 Penalty: 5677.133789
	Iteration 12Q: 3 clusters Score -1.293629e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -12937581.000000 Penalty: 5677.133789
	Iteration 13Q: 3 clusters Score -1.293758e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -12938570.000000 Penalty: 5677.133789
	Iteration 14Q: 3 clusters Score -1.293857e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -12939540.000000 Penalty: 5677.133789
	Iteration 15Q: 3 clusters Score -1.293954e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -12940391.000000 Penalty: 5677.133789
	Iteration 16Q: 3 clusters Score -1.294039e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -12941317.000000 Penalty: 5677.133789
	Iteration 17Q: 3 clusters Score -1.294132e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -12942143.000000 Penalty: 5677.133789
	Iteration 18Q: 3 clusters Score -1.294214e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -12942927.000000 Penalty: 5677.133789
	Iteration 19Q: 3 clusters Score -1.294293e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -12943662.000000 Penalty: 5677.133789
	Iteration 20F: 3 clusters Score -1.294366e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -12944236.000000 Penalty: 5677.133789
	Iteration 21Q: 3 clusters Score -1.294424e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -12944759.000000 Penalty: 5677.133789
	Iteration 22Q: 3 clusters Score -1.294476e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -12945240.000000 Penalty: 5677.133789
	Iteration 23Q: 3 clusters Score -1.294524e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -12945589.000000 Penalty: 5677.133789
	Iteration 24Q: 3 clusters Score -1.294559e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -12945850.000000 Penalty: 5677.133789
	Iteration 25Q: 3 clusters Score -1.294585e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -12946069.000000 Penalty: 5677.133789
	Iteration 26Q: 3 clusters Score -1.294607e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -12946207.000000 Penalty: 5677.133789
	Iteration 27Q: 3 clusters Score -1.294621e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -12946356.000000 Penalty: 5677.133789
	Iteration 28Q: 3 clusters Score -1.294636e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12946454.000000 Penalty: 5677.133789
	Iteration 29Q: 3 clusters Score -1.294645e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12946532.000000 Penalty: 5677.133789
	Iteration 30Q: 3 clusters Score -1.294653e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92402 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -12946615.000000 Penalty: 5677.133789
	Iteration 31Q: 3 clusters Score -1.294662e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92487 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -12946676.000000 Penalty: 5677.133789
	Iteration 32Q: 3 clusters Score -1.294668e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12946745.000000 Penalty: 5677.133789
	Iteration 33Q: 3 clusters Score -1.294674e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12946767.000000 Penalty: 5677.133789
	Iteration 34Q: 3 clusters Score -1.294677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12946769.000000 Penalty: 5677.133789
	Iteration 35Q: 3 clusters Score -1.294677e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92656 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12946789.000000 Penalty: 5677.133789
	Iteration 36Q: 3 clusters Score -1.294679e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12946808.000000 Penalty: 5677.133789
	Iteration 37Q: 3 clusters Score -1.294681e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92699 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12946810.000000 Penalty: 5677.133789
	Iteration 38Q: 3 clusters Score -1.294681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -12946820.000000 Penalty: 5677.133789
	Iteration 39Q: 3 clusters Score -1.294682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12946825.000000 Penalty: 5677.133789
	Iteration 40F: 3 clusters Score -1.294682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92735 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12946822.000000 Penalty: 5677.133789
	Iteration 41Q: 3 clusters Score -1.294682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12946829.000000 Penalty: 5677.133789
	Iteration 42Q: 3 clusters Score -1.294683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12946845.000000 Penalty: 5677.133789
	Iteration 43Q: 3 clusters Score -1.294684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12946856.000000 Penalty: 5677.133789
	Iteration 44Q: 3 clusters Score -1.294686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92768 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -12946866.000000 Penalty: 5677.133789
	Iteration 45Q: 3 clusters Score -1.294687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12946862.000000 Penalty: 5677.133789
	Iteration 46Q: 3 clusters Score -1.294686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92782 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -12946866.000000 Penalty: 5677.133789
	Iteration 47Q: 3 clusters Score -1.294687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -12946870.000000 Penalty: 5677.133789
	Iteration 48Q: 3 clusters Score -1.294687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92789 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12946855.000000 Penalty: 5677.133789
	Iteration 49Q: 3 clusters Score -1.294686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92791 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12946868.000000 Penalty: 5677.133789
	Iteration 50Q: 3 clusters Score -1.294687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -12946878.000000 Penalty: 5677.133789
	Iteration 51Q: 3 clusters Score -1.294688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92793 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12946883.000000 Penalty: 5677.133789
	Iteration 52Q: 3 clusters Score -1.294688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -12946886.000000 Penalty: 5677.133789
	Iteration 53Q: 3 clusters Score -1.294689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92805 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12946897.000000 Penalty: 5677.133789
	Iteration 54Q: 3 clusters Score -1.29469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92805 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12946902.000000 Penalty: 5677.133789
	Iteration 55Q: 3 clusters Score -1.29469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12946899.000000 Penalty: 5677.133789
	Iteration 56Q: 3 clusters Score -1.29469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -12946895.000000 Penalty: 5677.133789
	Iteration 57Q: 3 clusters Score -1.29469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12946898.000000 Penalty: 5677.133789
	Iteration 58Q: 3 clusters Score -1.29469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12946895.000000 Penalty: 5677.133789
	Iteration 59Q: 3 clusters Score -1.29469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -12946901.000000 Penalty: 5677.133789
	Iteration 60F: 3 clusters Score -1.29469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92812 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12946907.000000 Penalty: 5677.133789
	Iteration 61Q: 3 clusters Score -1.294691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92815 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12946908.000000 Penalty: 5677.133789
	Iteration 62Q: 3 clusters Score -1.294691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92815 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12946909.000000 Penalty: 5677.133789
	Iteration 63Q: 3 clusters Score -1.294691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12946906.000000 Penalty: 5677.133789
	Iteration 64Q: 3 clusters Score -1.294691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12946906.000000 Penalty: 5677.133789
	Iteration 65F: 3 clusters Score -1.294691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -160521.531250 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -160521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158461.343750 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -158461.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -158904.937500 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -158904.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -159085.046875 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -159085 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -159158.062500 Penalty: 3522.022705
	Iteration 3Q: 3 clusters Score -159158.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -159202.593750 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -159202.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159234.781250 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -159234.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -159268.656250 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -159268.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -159297.125000 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -159297.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -159317.140625 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -159317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -159322.562500 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -159322.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -159328.796875 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -159328.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -159335.375000 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -159335.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -159346.484375 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -159346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -159374.593750 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -159374.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -159394.906250 Penalty: 3522.022705
	Iteration 14Q: 3 clusters Score -159394.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -159407.531250 Penalty: 3522.022705
	Iteration 15Q: 3 clusters Score -159407.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -159414.000000 Penalty: 3522.022705
	Iteration 16Q: 3 clusters Score -159414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -159424.109375 Penalty: 3522.022705
	Iteration 17Q: 3 clusters Score -159424.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -159432.046875 Penalty: 3522.022705
	Iteration 18Q: 3 clusters Score -159432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -159439.875000 Penalty: 3522.022705
	Iteration 19Q: 3 clusters Score -159439.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -159448.468750 Penalty: 3522.022705
	Iteration 20F: 3 clusters Score -159448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -159453.406250 Penalty: 3522.022705
	Iteration 21Q: 3 clusters Score -159453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -159459.203125 Penalty: 3522.022705
	Iteration 22Q: 3 clusters Score -159459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -159463.625000 Penalty: 3522.022705
	Iteration 23Q: 3 clusters Score -159463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -159471.531250 Penalty: 3522.022705
	Iteration 24Q: 3 clusters Score -159471.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -159486.109375 Penalty: 3522.022705
	Iteration 25Q: 3 clusters Score -159486.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -159496.921875 Penalty: 3522.022705
	Iteration 26Q: 3 clusters Score -159496.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -159503.437500 Penalty: 3522.022705
	Iteration 27Q: 3 clusters Score -159503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -159512.203125 Penalty: 3522.022705
	Iteration 28Q: 3 clusters Score -159512.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -159520.828125 Penalty: 3522.022705
	Iteration 29Q: 3 clusters Score -159520.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -159530.312500 Penalty: 3522.022705
	Iteration 30Q: 3 clusters Score -159530.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -159536.453125 Penalty: 3522.022705
	Iteration 31Q: 3 clusters Score -159536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -159538.406250 Penalty: 3522.022705
	Iteration 32Q: 3 clusters Score -159538.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -159542.046875 Penalty: 3522.022705
	Iteration 33Q: 3 clusters Score -159542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -159544.343750 Penalty: 3522.022705
	Iteration 34Q: 3 clusters Score -159544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -159546.328125 Penalty: 3522.022705
	Iteration 35Q: 3 clusters Score -159546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -159548.968750 Penalty: 3522.022705
	Iteration 36Q: 3 clusters Score -159549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -159553.218750 Penalty: 3522.022705
	Iteration 37Q: 3 clusters Score -159553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -159553.218750 Penalty: 3522.022705
	Iteration 38F: 3 clusters Score -159553.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -13573.099609 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -13573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12652.036133 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -12652.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12675.726562 Penalty: 2386.843506
	Iteration 1Q: 3 clusters Score -12675.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12675.726562 Penalty: 2386.843506
	Iteration 2F: 3 clusters Score -12675.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (88409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Entering Unmasked Estep 
Score: -12302038.000000 Penalty: 2824.652832
	Iteration 0F: 2 clusters Score -1.230204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -12242895.000000 Penalty: 5649.305664
	Iteration 0F: 3 clusters Score -1.22429e+07 nChanged 41500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -12266572.000000 Penalty: 5649.305664
	Iteration 1F: 3 clusters Score -1.226657e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -12267324.000000 Penalty: 5649.305664
	Iteration 2Q: 3 clusters Score -1.226732e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -12268373.000000 Penalty: 5649.305664
	Iteration 3Q: 3 clusters Score -1.226837e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -12269972.000000 Penalty: 5649.305664
	Iteration 4Q: 3 clusters Score -1.226997e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -12272357.000000 Penalty: 5649.305664
	Iteration 5F: 3 clusters Score -1.227236e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -12276167.000000 Penalty: 5649.305664
	Iteration 6F: 3 clusters Score -1.227617e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -12281377.000000 Penalty: 5649.305664
	Iteration 7F: 3 clusters Score -1.228138e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -12287403.000000 Penalty: 5649.305664
	Iteration 8F: 3 clusters Score -1.22874e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -12292563.000000 Penalty: 5649.305664
	Iteration 9F: 3 clusters Score -1.229256e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -12295463.000000 Penalty: 5649.305664
	Iteration 10Q: 3 clusters Score -1.229546e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -12296527.000000 Penalty: 5649.305664
	Iteration 11Q: 3 clusters Score -1.229653e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -12297165.000000 Penalty: 5649.305664
	Iteration 12Q: 3 clusters Score -1.229716e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -12297710.000000 Penalty: 5649.305664
	Iteration 13Q: 3 clusters Score -1.229771e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -12298159.000000 Penalty: 5649.305664
	Iteration 14Q: 3 clusters Score -1.229816e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -12298506.000000 Penalty: 5649.305664
	Iteration 15Q: 3 clusters Score -1.229851e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -12298795.000000 Penalty: 5649.305664
	Iteration 16Q: 3 clusters Score -1.22988e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -12299138.000000 Penalty: 5649.305664
	Iteration 17Q: 3 clusters Score -1.229914e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -12299356.000000 Penalty: 5649.305664
	Iteration 18Q: 3 clusters Score -1.229936e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -12299523.000000 Penalty: 5649.305664
	Iteration 19Q: 3 clusters Score -1.229952e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84479 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -12299655.000000 Penalty: 5649.305664
	Iteration 20F: 3 clusters Score -1.229966e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -12299801.000000 Penalty: 5649.305664
	Iteration 21Q: 3 clusters Score -1.22998e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -12299892.000000 Penalty: 5649.305664
	Iteration 22Q: 3 clusters Score -1.229989e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85363 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -12300014.000000 Penalty: 5649.305664
	Iteration 23Q: 3 clusters Score -1.230001e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -12300079.000000 Penalty: 5649.305664
	Iteration 24Q: 3 clusters Score -1.230008e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85755 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -12300162.000000 Penalty: 5649.305664
	Iteration 25Q: 3 clusters Score -1.230016e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -12300218.000000 Penalty: 5649.305664
	Iteration 26Q: 3 clusters Score -1.230022e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -12300251.000000 Penalty: 5649.305664
	Iteration 27Q: 3 clusters Score -1.230025e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -12300288.000000 Penalty: 5649.305664
	Iteration 28Q: 3 clusters Score -1.230029e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -12300302.000000 Penalty: 5649.305664
	Iteration 29Q: 3 clusters Score -1.23003e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -12300338.000000 Penalty: 5649.305664
	Iteration 30Q: 3 clusters Score -1.230034e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -12300394.000000 Penalty: 5649.305664
	Iteration 31Q: 3 clusters Score -1.230039e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -12300431.000000 Penalty: 5649.305664
	Iteration 32Q: 3 clusters Score -1.230043e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86491 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -12300449.000000 Penalty: 5649.305664
	Iteration 33Q: 3 clusters Score -1.230045e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -12300464.000000 Penalty: 5649.305664
	Iteration 34Q: 3 clusters Score -1.230046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -12300470.000000 Penalty: 5649.305664
	Iteration 35Q: 3 clusters Score -1.230047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -12300476.000000 Penalty: 5649.305664
	Iteration 36Q: 3 clusters Score -1.230048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -12300487.000000 Penalty: 5649.305664
	Iteration 37Q: 3 clusters Score -1.230049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -12300486.000000 Penalty: 5649.305664
	Iteration 38Q: 3 clusters Score -1.230049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86638 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -12300484.000000 Penalty: 5649.305664
	Iteration 39Q: 3 clusters Score -1.230048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -12300489.000000 Penalty: 5649.305664
	Iteration 40F: 3 clusters Score -1.230049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -12300478.000000 Penalty: 5649.305664
	Iteration 41Q: 3 clusters Score -1.230048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -12300485.000000 Penalty: 5649.305664
	Iteration 42Q: 3 clusters Score -1.230048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -12300488.000000 Penalty: 5649.305664
	Iteration 43Q: 3 clusters Score -1.230049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -12300493.000000 Penalty: 5649.305664
	Iteration 44Q: 3 clusters Score -1.230049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -12300485.000000 Penalty: 5649.305664
	Iteration 45Q: 3 clusters Score -1.230048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -12300493.000000 Penalty: 5649.305664
	Iteration 46Q: 3 clusters Score -1.230049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -12300488.000000 Penalty: 5649.305664
	Iteration 47Q: 3 clusters Score -1.230049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86707 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -12300491.000000 Penalty: 5649.305664
	Iteration 48Q: 3 clusters Score -1.230049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -12300494.000000 Penalty: 5649.305664
	Iteration 49Q: 3 clusters Score -1.230049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -12300477.000000 Penalty: 5649.305664
	Iteration 50Q: 3 clusters Score -1.230048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -12300484.000000 Penalty: 5649.305664
	Iteration 51Q: 3 clusters Score -1.230048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -12300484.000000 Penalty: 5649.305664
	Iteration 52F: 3 clusters Score -1.230048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -23335.710938 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -23335.71 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 98 members 
Entering Unmasked Estep 
Score: -22256.294922 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -22256.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22324.408203 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -22324.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22349.658203 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -22349.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22378.068359 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -22378.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22387.824219 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -22387.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22387.824219 Penalty: 2632.900635
	Iteration 5F: 3 clusters Score -22387.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 162537 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54038 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 151598 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 176659 members 
Mstep: Class 14 contains 99442 members 
Mstep: Class 15 contains 10031 members 
Mstep: Class 16 contains 37528 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3906 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 68507 members 
Mstep: Class 21 contains 93511 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 88409 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449776.000000 Penalty: 85743.609375
Iteration 199Q: 26 clusters Score -1.374498e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 162411 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54044 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 151429 members 
Mstep: Class 9 contains 14363 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 176424 members 
Mstep: Class 14 contains 99304 members 
Mstep: Class 15 contains 9987 members 
Mstep: Class 16 contains 37519 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 69469 members 
Mstep: Class 21 contains 93483 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 88262 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450112.000000 Penalty: 85743.609375
Iteration 200F: 26 clusters Score -1.374501e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 162294 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4031 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54045 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 151265 members 
Mstep: Class 9 contains 14330 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 176198 members 
Mstep: Class 14 contains 99162 members 
Mstep: Class 15 contains 9938 members 
Mstep: Class 16 contains 37503 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 70416 members 
Mstep: Class 21 contains 93461 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 88118 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450464.000000 Penalty: 85743.609375
Iteration 201Q: 26 clusters Score -1.374505e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 162145 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4039 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54049 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 151067 members 
Mstep: Class 9 contains 14302 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 175973 members 
Mstep: Class 14 contains 99038 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 37495 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3902 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 71410 members 
Mstep: Class 21 contains 93446 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 87979 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450336.000000 Penalty: 85743.609375
Iteration 202Q: 26 clusters Score -1.374503e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 161985 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54057 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 150893 members 
Mstep: Class 9 contains 14267 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 175734 members 
Mstep: Class 14 contains 98890 members 
Mstep: Class 15 contains 9825 members 
Mstep: Class 16 contains 37497 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 72466 members 
Mstep: Class 21 contains 93406 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 87821 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450672.000000 Penalty: 85743.609375
Iteration 203Q: 26 clusters Score -1.374507e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 161787 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54065 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 150727 members 
Mstep: Class 9 contains 14241 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 175521 members 
Mstep: Class 14 contains 98766 members 
Mstep: Class 15 contains 9758 members 
Mstep: Class 16 contains 37489 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3900 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 73544 members 
Mstep: Class 21 contains 93356 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 87658 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450784.000000 Penalty: 85743.609375
Iteration 204Q: 26 clusters Score -1.374508e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 161568 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4053 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54082 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 150520 members 
Mstep: Class 9 contains 14216 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 175297 members 
Mstep: Class 14 contains 98637 members 
Mstep: Class 15 contains 9707 members 
Mstep: Class 16 contains 37482 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3906 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 74652 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 87514 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450416.000000 Penalty: 85743.609375
Iteration 205Q: 26 clusters Score -1.374504e+08 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 161344 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4060 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54093 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 150319 members 
Mstep: Class 9 contains 14186 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3094 members 
Mstep: Class 13 contains 175118 members 
Mstep: Class 14 contains 98490 members 
Mstep: Class 15 contains 9641 members 
Mstep: Class 16 contains 37476 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 75768 members 
Mstep: Class 21 contains 93228 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 87371 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450656.000000 Penalty: 85743.609375
Iteration 206Q: 26 clusters Score -1.374507e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 161097 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4067 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54116 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 150157 members 
Mstep: Class 9 contains 14158 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3091 members 
Mstep: Class 13 contains 174799 members 
Mstep: Class 14 contains 98356 members 
Mstep: Class 15 contains 9611 members 
Mstep: Class 16 contains 37473 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3923 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 76923 members 
Mstep: Class 21 contains 93186 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 87229 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450848.000000 Penalty: 85743.609375
Iteration 207Q: 26 clusters Score -1.374508e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 160813 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4071 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54147 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 149992 members 
Mstep: Class 9 contains 14126 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 174424 members 
Mstep: Class 14 contains 98218 members 
Mstep: Class 15 contains 9587 members 
Mstep: Class 16 contains 37477 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3931 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 78141 members 
Mstep: Class 21 contains 93142 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 87103 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450880.000000 Penalty: 85743.609375
Iteration 208Q: 26 clusters Score -1.374509e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 160525 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4079 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54184 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 149802 members 
Mstep: Class 9 contains 14089 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 174010 members 
Mstep: Class 14 contains 98099 members 
Mstep: Class 15 contains 9548 members 
Mstep: Class 16 contains 37477 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3929 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 79447 members 
Mstep: Class 21 contains 93099 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 86974 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450976.000000 Penalty: 85743.609375
Iteration 209Q: 26 clusters Score -1.37451e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 160270 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54214 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 149611 members 
Mstep: Class 9 contains 14054 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 173619 members 
Mstep: Class 14 contains 97966 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 37474 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3923 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 80724 members 
Mstep: Class 21 contains 93060 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 86844 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450960.000000 Penalty: 85743.609375
Iteration 210Q: 26 clusters Score -1.37451e+08 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 160023 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54224 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 149381 members 
Mstep: Class 9 contains 14017 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 173256 members 
Mstep: Class 14 contains 97843 members 
Mstep: Class 15 contains 9460 members 
Mstep: Class 16 contains 37466 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3928 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 82011 members 
Mstep: Class 21 contains 93019 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 86720 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451248.000000 Penalty: 85743.609375
Iteration 211Q: 26 clusters Score -1.374512e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 159781 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54252 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 149143 members 
Mstep: Class 9 contains 13979 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 172858 members 
Mstep: Class 14 contains 97722 members 
Mstep: Class 15 contains 9414 members 
Mstep: Class 16 contains 37445 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3930 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 83335 members 
Mstep: Class 21 contains 92963 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 86598 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451488.000000 Penalty: 85743.609375
Iteration 212Q: 26 clusters Score -1.374515e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 159539 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54269 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 148910 members 
Mstep: Class 9 contains 13935 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 172398 members 
Mstep: Class 14 contains 97605 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 37426 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3931 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 84747 members 
Mstep: Class 21 contains 92888 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 86469 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451920.000000 Penalty: 85743.609375
Iteration 213Q: 26 clusters Score -1.374519e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 159301 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54288 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 148709 members 
Mstep: Class 9 contains 13889 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 171925 members 
Mstep: Class 14 contains 97486 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 37405 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3929 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 86192 members 
Mstep: Class 21 contains 92802 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 86327 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451904.000000 Penalty: 85743.609375
Iteration 214Q: 26 clusters Score -1.374519e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 159072 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54332 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 148487 members 
Mstep: Class 9 contains 13841 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 171486 members 
Mstep: Class 14 contains 97372 members 
Mstep: Class 15 contains 9233 members 
Mstep: Class 16 contains 37382 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3934 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 87597 members 
Mstep: Class 21 contains 92695 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 86204 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451984.000000 Penalty: 85743.609375
Iteration 215Q: 26 clusters Score -1.37452e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 158897 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4128 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54367 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 148251 members 
Mstep: Class 9 contains 13801 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 171033 members 
Mstep: Class 14 contains 97260 members 
Mstep: Class 15 contains 9171 members 
Mstep: Class 16 contains 37356 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 88997 members 
Mstep: Class 21 contains 92579 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 86072 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451760.000000 Penalty: 85743.609375
Iteration 216Q: 26 clusters Score -1.374518e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 158696 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4135 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54400 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 148026 members 
Mstep: Class 9 contains 13746 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 170664 members 
Mstep: Class 14 contains 97106 members 
Mstep: Class 15 contains 9100 members 
Mstep: Class 16 contains 37314 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 90404 members 
Mstep: Class 21 contains 92464 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 85959 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452112.000000 Penalty: 85743.609375
Iteration 217Q: 26 clusters Score -1.374521e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 158469 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4138 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54423 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 147770 members 
Mstep: Class 9 contains 13706 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 170342 members 
Mstep: Class 14 contains 96943 members 
Mstep: Class 15 contains 9022 members 
Mstep: Class 16 contains 37288 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3934 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 91826 members 
Mstep: Class 21 contains 92359 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 85833 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452496.000000 Penalty: 85743.609375
Iteration 218Q: 26 clusters Score -1.374525e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 158271 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54459 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 147495 members 
Mstep: Class 9 contains 13669 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 169949 members 
Mstep: Class 14 contains 96779 members 
Mstep: Class 15 contains 8939 members 
Mstep: Class 16 contains 37276 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3933 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 93332 members 
Mstep: Class 21 contains 92228 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 85683 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452160.000000 Penalty: 85743.609375
Iteration 219Q: 26 clusters Score -1.374522e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 158077 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54491 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 147204 members 
Mstep: Class 9 contains 13637 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 169503 members 
Mstep: Class 14 contains 96634 members 
Mstep: Class 15 contains 8866 members 
Mstep: Class 16 contains 37256 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3931 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 94848 members 
Mstep: Class 21 contains 92115 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 85535 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452384.000000 Penalty: 85743.609375
Iteration 220F: 26 clusters Score -1.374524e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 157917 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54533 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 146885 members 
Mstep: Class 9 contains 13607 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3064 members 
Mstep: Class 13 contains 168964 members 
Mstep: Class 14 contains 96485 members 
Mstep: Class 15 contains 8799 members 
Mstep: Class 16 contains 37226 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3934 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 96435 members 
Mstep: Class 21 contains 91995 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 85410 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452240.000000 Penalty: 85743.609375
Iteration 221Q: 26 clusters Score -1.374522e+08 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 157747 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4152 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54578 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 146553 members 
Mstep: Class 9 contains 13551 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3061 members 
Mstep: Class 13 contains 168394 members 
Mstep: Class 14 contains 96352 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 37211 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 98087 members 
Mstep: Class 21 contains 91874 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 85265 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452576.000000 Penalty: 85743.609375
Iteration 222Q: 26 clusters Score -1.374526e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 157578 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54623 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 146173 members 
Mstep: Class 9 contains 13496 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 167760 members 
Mstep: Class 14 contains 96227 members 
Mstep: Class 15 contains 8666 members 
Mstep: Class 16 contains 37194 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 99844 members 
Mstep: Class 21 contains 91740 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 85125 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452560.000000 Penalty: 85743.609375
Iteration 223Q: 26 clusters Score -1.374526e+08 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 157426 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54676 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 145797 members 
Mstep: Class 9 contains 13444 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3052 members 
Mstep: Class 13 contains 167106 members 
Mstep: Class 14 contains 96086 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 37171 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 101710 members 
Mstep: Class 21 contains 91577 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 84981 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453008.000000 Penalty: 85743.609375
Iteration 224Q: 26 clusters Score -1.37453e+08 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 157265 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4165 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54734 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 145439 members 
Mstep: Class 9 contains 13377 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3046 members 
Mstep: Class 13 contains 166422 members 
Mstep: Class 14 contains 95929 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 37141 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 103683 members 
Mstep: Class 21 contains 91378 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 84835 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453264.000000 Penalty: 85743.609375
Iteration 225Q: 26 clusters Score -1.374533e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 157102 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54780 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 145097 members 
Mstep: Class 9 contains 13306 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 165691 members 
Mstep: Class 14 contains 95758 members 
Mstep: Class 15 contains 8335 members 
Mstep: Class 16 contains 37118 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3929 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 105720 members 
Mstep: Class 21 contains 91186 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 84677 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453488.000000 Penalty: 85743.609375
Iteration 226Q: 26 clusters Score -1.374535e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 156921 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54829 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 144708 members 
Mstep: Class 9 contains 13239 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3036 members 
Mstep: Class 13 contains 164995 members 
Mstep: Class 14 contains 95610 members 
Mstep: Class 15 contains 8223 members 
Mstep: Class 16 contains 37086 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3926 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 107842 members 
Mstep: Class 21 contains 90975 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 84502 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453888.000000 Penalty: 85743.609375
Iteration 227Q: 26 clusters Score -1.374539e+08 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 156717 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54875 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 144289 members 
Mstep: Class 9 contains 13166 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3035 members 
Mstep: Class 13 contains 164336 members 
Mstep: Class 14 contains 95447 members 
Mstep: Class 15 contains 8115 members 
Mstep: Class 16 contains 37063 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 110020 members 
Mstep: Class 21 contains 90728 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 84341 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454016.000000 Penalty: 85743.609375
Iteration 228Q: 26 clusters Score -1.37454e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 156509 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4195 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54931 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 143856 members 
Mstep: Class 9 contains 13095 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3030 members 
Mstep: Class 13 contains 163643 members 
Mstep: Class 14 contains 95298 members 
Mstep: Class 15 contains 7999 members 
Mstep: Class 16 contains 37042 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3918 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 112240 members 
Mstep: Class 21 contains 90455 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 84165 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454608.000000 Penalty: 85743.609375
Iteration 229Q: 26 clusters Score -1.374546e+08 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 156288 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4205 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54982 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 143359 members 
Mstep: Class 9 contains 13035 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 162898 members 
Mstep: Class 14 contains 95147 members 
Mstep: Class 15 contains 7899 members 
Mstep: Class 16 contains 37031 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3919 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 114568 members 
Mstep: Class 21 contains 90189 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 83967 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455120.000000 Penalty: 85743.609375
Iteration 230Q: 26 clusters Score -1.374551e+08 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 156144 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55034 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 142839 members 
Mstep: Class 9 contains 12973 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 13 contains 162090 members 
Mstep: Class 14 contains 94992 members 
Mstep: Class 15 contains 7805 members 
Mstep: Class 16 contains 37006 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 116954 members 
Mstep: Class 21 contains 89899 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 83766 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455840.000000 Penalty: 85743.609375
Iteration 231Q: 26 clusters Score -1.374558e+08 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 155945 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4217 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55072 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 142337 members 
Mstep: Class 9 contains 12903 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3019 members 
Mstep: Class 13 contains 161228 members 
Mstep: Class 14 contains 94877 members 
Mstep: Class 15 contains 7699 members 
Mstep: Class 16 contains 36986 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3902 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 119512 members 
Mstep: Class 21 contains 89555 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 83525 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455888.000000 Penalty: 85743.609375
Iteration 232Q: 26 clusters Score -1.374559e+08 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 155773 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4223 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55112 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 141844 members 
Mstep: Class 9 contains 12829 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 160401 members 
Mstep: Class 14 contains 94740 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 36955 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3898 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 122029 members 
Mstep: Class 21 contains 89163 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 83302 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456528.000000 Penalty: 85743.609375
Iteration 233Q: 26 clusters Score -1.374565e+08 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 155550 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4231 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55176 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 141309 members 
Mstep: Class 9 contains 12763 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 159674 members 
Mstep: Class 14 contains 94608 members 
Mstep: Class 15 contains 7491 members 
Mstep: Class 16 contains 36937 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3898 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 124596 members 
Mstep: Class 21 contains 88721 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 83031 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456624.000000 Penalty: 85743.609375
Iteration 234Q: 26 clusters Score -1.374566e+08 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 155295 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4246 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55216 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 140772 members 
Mstep: Class 9 contains 12706 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 158941 members 
Mstep: Class 14 contains 94431 members 
Mstep: Class 15 contains 7378 members 
Mstep: Class 16 contains 36903 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3906 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 127303 members 
Mstep: Class 21 contains 88242 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82773 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456832.000000 Penalty: 85743.609375
Iteration 235Q: 26 clusters Score -1.374568e+08 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 155078 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4258 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55255 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 140268 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 158179 members 
Mstep: Class 14 contains 94257 members 
Mstep: Class 15 contains 7256 members 
Mstep: Class 16 contains 36863 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3902 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 130052 members 
Mstep: Class 21 contains 87735 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82518 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456800.000000 Penalty: 85743.609375
Iteration 236Q: 26 clusters Score -1.374568e+08 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 154856 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4274 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55298 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 139736 members 
Mstep: Class 9 contains 12575 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 157395 members 
Mstep: Class 14 contains 94076 members 
Mstep: Class 15 contains 7170 members 
Mstep: Class 16 contains 36814 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3901 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 132856 members 
Mstep: Class 21 contains 87212 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82243 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457024.000000 Penalty: 85743.609375
Iteration 237Q: 26 clusters Score -1.37457e+08 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 154622 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4293 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55358 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 139159 members 
Mstep: Class 9 contains 12507 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 156589 members 
Mstep: Class 14 contains 93892 members 
Mstep: Class 15 contains 7077 members 
Mstep: Class 16 contains 36768 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 135751 members 
Mstep: Class 21 contains 86647 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81981 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456976.000000 Penalty: 85743.609375
Iteration 238Q: 26 clusters Score -1.37457e+08 nChanged 4553
Entering ConstructFrom: 
Score: -137456976.000000 Penalty: 85743.609375
Entering ConstructFrom: 
Trying to split cluster 1 (35695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Entering Unmasked Estep 
Score: -4975146.000000 Penalty: 2599.726074
	Iteration 0F: 2 clusters Score -4975146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4950787.500000 Penalty: 5199.452148
	Iteration 0F: 3 clusters Score -4950788 nChanged 16243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4959679.500000 Penalty: 5199.452148
	Iteration 1F: 3 clusters Score -4959680 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4960068.000000 Penalty: 5199.452148
	Iteration 2Q: 3 clusters Score -4960068 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -4960422.500000 Penalty: 5199.452148
	Iteration 3Q: 3 clusters Score -4960422 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -4960776.000000 Penalty: 5199.452148
	Iteration 4Q: 3 clusters Score -4960776 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -4961111.500000 Penalty: 5199.452148
	Iteration 5Q: 3 clusters Score -4961112 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4961525.000000 Penalty: 5199.452148
	Iteration 6Q: 3 clusters Score -4961525 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -4961971.500000 Penalty: 5199.452148
	Iteration 7Q: 3 clusters Score -4961972 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -4962578.000000 Penalty: 5199.452148
	Iteration 8Q: 3 clusters Score -4962578 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -4963358.000000 Penalty: 5199.452148
	Iteration 9Q: 3 clusters Score -4963358 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -4964277.000000 Penalty: 5199.452148
	Iteration 10Q: 3 clusters Score -4964277 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4965372.000000 Penalty: 5199.452148
	Iteration 11Q: 3 clusters Score -4965372 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -4966579.500000 Penalty: 5199.452148
	Iteration 12Q: 3 clusters Score -4966580 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -4967753.000000 Penalty: 5199.452148
	Iteration 13Q: 3 clusters Score -4967753 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -4968547.500000 Penalty: 5199.452148
	Iteration 14Q: 3 clusters Score -4968548 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -4969020.000000 Penalty: 5199.452148
	Iteration 15Q: 3 clusters Score -4969020 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -4969273.000000 Penalty: 5199.452148
	Iteration 16Q: 3 clusters Score -4969273 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -4969430.000000 Penalty: 5199.452148
	Iteration 17Q: 3 clusters Score -4969430 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -4969547.500000 Penalty: 5199.452148
	Iteration 18Q: 3 clusters Score -4969548 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -4969664.000000 Penalty: 5199.452148
	Iteration 19Q: 3 clusters Score -4969664 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -4969748.000000 Penalty: 5199.452148
	Iteration 20F: 3 clusters Score -4969748 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -4969904.000000 Penalty: 5199.452148
	Iteration 21Q: 3 clusters Score -4969904 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -4970076.500000 Penalty: 5199.452148
	Iteration 22Q: 3 clusters Score -4970076 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -4970213.000000 Penalty: 5199.452148
	Iteration 23Q: 3 clusters Score -4970213 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -4970342.500000 Penalty: 5199.452148
	Iteration 24Q: 3 clusters Score -4970342 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -4970478.500000 Penalty: 5199.452148
	Iteration 25Q: 3 clusters Score -4970478 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -4970588.000000 Penalty: 5199.452148
	Iteration 26Q: 3 clusters Score -4970588 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -4970693.500000 Penalty: 5199.452148
	Iteration 27Q: 3 clusters Score -4970694 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -4970795.000000 Penalty: 5199.452148
	Iteration 28Q: 3 clusters Score -4970795 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4970890.000000 Penalty: 5199.452148
	Iteration 29Q: 3 clusters Score -4970890 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4970997.000000 Penalty: 5199.452148
	Iteration 30Q: 3 clusters Score -4970997 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -4971088.500000 Penalty: 5199.452148
	Iteration 31Q: 3 clusters Score -4971088 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4971179.000000 Penalty: 5199.452148
	Iteration 32Q: 3 clusters Score -4971179 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -4971288.000000 Penalty: 5199.452148
	Iteration 33Q: 3 clusters Score -4971288 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4971376.000000 Penalty: 5199.452148
	Iteration 34Q: 3 clusters Score -4971376 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4971465.500000 Penalty: 5199.452148
	Iteration 35Q: 3 clusters Score -4971466 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4971578.500000 Penalty: 5199.452148
	Iteration 36Q: 3 clusters Score -4971578 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -4971677.000000 Penalty: 5199.452148
	Iteration 37Q: 3 clusters Score -4971677 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -4971803.500000 Penalty: 5199.452148
	Iteration 38Q: 3 clusters Score -4971804 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4971927.500000 Penalty: 5199.452148
	Iteration 39Q: 3 clusters Score -4971928 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4972041.500000 Penalty: 5199.452148
	Iteration 40F: 3 clusters Score -4972042 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -4972137.000000 Penalty: 5199.452148
	Iteration 41Q: 3 clusters Score -4972137 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4972220.500000 Penalty: 5199.452148
	Iteration 42Q: 3 clusters Score -4972220 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -4972326.000000 Penalty: 5199.452148
	Iteration 43Q: 3 clusters Score -4972326 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -4972400.500000 Penalty: 5199.452148
	Iteration 44Q: 3 clusters Score -4972400 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -4972475.500000 Penalty: 5199.452148
	Iteration 45Q: 3 clusters Score -4972476 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -4972542.000000 Penalty: 5199.452148
	Iteration 46Q: 3 clusters Score -4972542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4972605.000000 Penalty: 5199.452148
	Iteration 47Q: 3 clusters Score -4972605 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -4972647.500000 Penalty: 5199.452148
	Iteration 48Q: 3 clusters Score -4972648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4972681.000000 Penalty: 5199.452148
	Iteration 49Q: 3 clusters Score -4972681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -4972721.000000 Penalty: 5199.452148
	Iteration 50Q: 3 clusters Score -4972721 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -4972750.500000 Penalty: 5199.452148
	Iteration 51Q: 3 clusters Score -4972750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4972779.000000 Penalty: 5199.452148
	Iteration 52Q: 3 clusters Score -4972779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -4972793.500000 Penalty: 5199.452148
	Iteration 53Q: 3 clusters Score -4972794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -4972810.500000 Penalty: 5199.452148
	Iteration 54Q: 3 clusters Score -4972810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4972823.000000 Penalty: 5199.452148
	Iteration 55Q: 3 clusters Score -4972823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -4972825.500000 Penalty: 5199.452148
	Iteration 56Q: 3 clusters Score -4972826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4972837.000000 Penalty: 5199.452148
	Iteration 57Q: 3 clusters Score -4972837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -4972849.000000 Penalty: 5199.452148
	Iteration 58Q: 3 clusters Score -4972849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4972861.000000 Penalty: 5199.452148
	Iteration 59Q: 3 clusters Score -4972861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -4972868.500000 Penalty: 5199.452148
	Iteration 60F: 3 clusters Score -4972868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4972875.500000 Penalty: 5199.452148
	Iteration 61Q: 3 clusters Score -4972876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -4972884.500000 Penalty: 5199.452148
	Iteration 62Q: 3 clusters Score -4972884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -4972896.500000 Penalty: 5199.452148
	Iteration 63Q: 3 clusters Score -4972896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4972901.000000 Penalty: 5199.452148
	Iteration 64Q: 3 clusters Score -4972901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4972900.500000 Penalty: 5199.452148
	Iteration 65Q: 3 clusters Score -4972900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4972898.500000 Penalty: 5199.452148
	Iteration 66Q: 3 clusters Score -4972898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -4972901.000000 Penalty: 5199.452148
	Iteration 67Q: 3 clusters Score -4972901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4972906.500000 Penalty: 5199.452148
	Iteration 68Q: 3 clusters Score -4972906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -4972909.500000 Penalty: 5199.452148
	Iteration 69Q: 3 clusters Score -4972910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4972909.000000 Penalty: 5199.452148
	Iteration 70Q: 3 clusters Score -4972909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -4972911.500000 Penalty: 5199.452148
	Iteration 71Q: 3 clusters Score -4972912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -4972909.500000 Penalty: 5199.452148
	Iteration 72Q: 3 clusters Score -4972910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4972915.000000 Penalty: 5199.452148
	Iteration 73Q: 3 clusters Score -4972915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -4972922.000000 Penalty: 5199.452148
	Iteration 74Q: 3 clusters Score -4972922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -4972922.500000 Penalty: 5199.452148
	Iteration 75Q: 3 clusters Score -4972922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -4972924.500000 Penalty: 5199.452148
	Iteration 76Q: 3 clusters Score -4972924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -4972925.000000 Penalty: 5199.452148
	Iteration 77Q: 3 clusters Score -4972925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -4972926.000000 Penalty: 5199.452148
	Iteration 78Q: 3 clusters Score -4972926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -4972929.500000 Penalty: 5199.452148
	Iteration 79Q: 3 clusters Score -4972930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -4972933.000000 Penalty: 5199.452148
	Iteration 80F: 3 clusters Score -4972933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (154385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154385 members 
Entering Unmasked Estep 
Score: -21241610.000000 Penalty: 2962.906738
	Iteration 0F: 2 clusters Score -2.124161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -21139892.000000 Penalty: 5925.813477
	Iteration 0F: 3 clusters Score -2.113989e+07 nChanged 73612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -21182378.000000 Penalty: 5925.813477
	Iteration 1F: 3 clusters Score -2.118238e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -21183382.000000 Penalty: 5925.813477
	Iteration 2Q: 3 clusters Score -2.118338e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72260 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -21184674.000000 Penalty: 5925.813477
	Iteration 3Q: 3 clusters Score -2.118467e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -21186140.000000 Penalty: 5925.813477
	Iteration 4Q: 3 clusters Score -2.118614e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -21188414.000000 Penalty: 5925.813477
	Iteration 5Q: 3 clusters Score -2.118841e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -21191982.000000 Penalty: 5925.813477
	Iteration 6Q: 3 clusters Score -2.119198e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -21197412.000000 Penalty: 5925.813477
	Iteration 7F: 3 clusters Score -2.119741e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 111709 members 
Entering Unmasked Estep 
Score: -21204752.000000 Penalty: 5925.813477
	Iteration 8F: 3 clusters Score -2.120475e+07 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 121707 members 
Entering Unmasked Estep 
Score: -21213316.000000 Penalty: 5925.813477
	Iteration 9F: 3 clusters Score -2.121332e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 131086 members 
Entering Unmasked Estep 
Score: -21221778.000000 Penalty: 5925.813477
	Iteration 10F: 3 clusters Score -2.122178e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 138752 members 
Entering Unmasked Estep 
Score: -21228962.000000 Penalty: 5925.813477
	Iteration 11F: 3 clusters Score -2.122896e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 144120 members 
Entering Unmasked Estep 
Score: -21233816.000000 Penalty: 5925.813477
	Iteration 12Q: 3 clusters Score -2.123382e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -21236460.000000 Penalty: 5925.813477
	Iteration 13Q: 3 clusters Score -2.123646e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 148867 members 
Entering Unmasked Estep 
Score: -21237974.000000 Penalty: 5925.813477
	Iteration 14Q: 3 clusters Score -2.123797e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 149614 members 
Entering Unmasked Estep 
Score: -21238810.000000 Penalty: 5925.813477
	Iteration 15Q: 3 clusters Score -2.123881e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 150020 members 
Entering Unmasked Estep 
Score: -21239242.000000 Penalty: 5925.813477
	Iteration 16Q: 3 clusters Score -2.123924e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 150285 members 
Entering Unmasked Estep 
Score: -21239512.000000 Penalty: 5925.813477
	Iteration 17Q: 3 clusters Score -2.123951e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 150475 members 
Entering Unmasked Estep 
Score: -21239738.000000 Penalty: 5925.813477
	Iteration 18Q: 3 clusters Score -2.123974e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 150625 members 
Entering Unmasked Estep 
Score: -21239888.000000 Penalty: 5925.813477
	Iteration 19Q: 3 clusters Score -2.123989e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 150746 members 
Entering Unmasked Estep 
Score: -21239974.000000 Penalty: 5925.813477
	Iteration 20F: 3 clusters Score -2.123997e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 150829 members 
Entering Unmasked Estep 
Score: -21240058.000000 Penalty: 5925.813477
	Iteration 21Q: 3 clusters Score -2.124006e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 150893 members 
Entering Unmasked Estep 
Score: -21240136.000000 Penalty: 5925.813477
	Iteration 22Q: 3 clusters Score -2.124014e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 150928 members 
Entering Unmasked Estep 
Score: -21240150.000000 Penalty: 5925.813477
	Iteration 23Q: 3 clusters Score -2.124015e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 150934 members 
Entering Unmasked Estep 
Score: -21240162.000000 Penalty: 5925.813477
	Iteration 24Q: 3 clusters Score -2.124016e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 150949 members 
Entering Unmasked Estep 
Score: -21240190.000000 Penalty: 5925.813477
	Iteration 25Q: 3 clusters Score -2.124019e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 150945 members 
Entering Unmasked Estep 
Score: -21240222.000000 Penalty: 5925.813477
	Iteration 26Q: 3 clusters Score -2.124022e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 150961 members 
Entering Unmasked Estep 
Score: -21240244.000000 Penalty: 5925.813477
	Iteration 27Q: 3 clusters Score -2.124024e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 150976 members 
Entering Unmasked Estep 
Score: -21240244.000000 Penalty: 5925.813477
	Iteration 28Q: 3 clusters Score -2.124024e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 150998 members 
Entering Unmasked Estep 
Score: -21240266.000000 Penalty: 5925.813477
	Iteration 29Q: 3 clusters Score -2.124027e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 151010 members 
Entering Unmasked Estep 
Score: -21240268.000000 Penalty: 5925.813477
	Iteration 30Q: 3 clusters Score -2.124027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 151017 members 
Entering Unmasked Estep 
Score: -21240262.000000 Penalty: 5925.813477
	Iteration 31Q: 3 clusters Score -2.124026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 151019 members 
Entering Unmasked Estep 
Score: -21240262.000000 Penalty: 5925.813477
	Iteration 32Q: 3 clusters Score -2.124026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 151022 members 
Entering Unmasked Estep 
Score: -21240276.000000 Penalty: 5925.813477
	Iteration 33Q: 3 clusters Score -2.124028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 151024 members 
Entering Unmasked Estep 
Score: -21240286.000000 Penalty: 5925.813477
	Iteration 34Q: 3 clusters Score -2.124029e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 151014 members 
Entering Unmasked Estep 
Score: -21240292.000000 Penalty: 5925.813477
	Iteration 35Q: 3 clusters Score -2.124029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 151016 members 
Entering Unmasked Estep 
Score: -21240294.000000 Penalty: 5925.813477
	Iteration 36Q: 3 clusters Score -2.124029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 151019 members 
Entering Unmasked Estep 
Score: -21240288.000000 Penalty: 5925.813477
	Iteration 37Q: 3 clusters Score -2.124029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 151026 members 
Entering Unmasked Estep 
Score: -21240286.000000 Penalty: 5925.813477
	Iteration 38Q: 3 clusters Score -2.124029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 151022 members 
Entering Unmasked Estep 
Score: -21240278.000000 Penalty: 5925.813477
	Iteration 39Q: 3 clusters Score -2.124028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 151018 members 
Entering Unmasked Estep 
Score: -21240288.000000 Penalty: 5925.813477
	Iteration 40F: 3 clusters Score -2.124029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 151025 members 
Entering Unmasked Estep 
Score: -21240302.000000 Penalty: 5925.813477
	Iteration 41Q: 3 clusters Score -2.12403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 151022 members 
Entering Unmasked Estep 
Score: -21240312.000000 Penalty: 5925.813477
	Iteration 42Q: 3 clusters Score -2.124031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 151022 members 
Entering Unmasked Estep 
Score: -21240312.000000 Penalty: 5925.813477
	Iteration 43Q: 3 clusters Score -2.124031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 151022 members 
Entering Unmasked Estep 
Score: -21240314.000000 Penalty: 5925.813477
	Iteration 44Q: 3 clusters Score -2.124031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 151026 members 
Entering Unmasked Estep 
Score: -21240310.000000 Penalty: 5925.813477
	Iteration 45Q: 3 clusters Score -2.124031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 151030 members 
Entering Unmasked Estep 
Score: -21240298.000000 Penalty: 5925.813477
	Iteration 46Q: 3 clusters Score -2.12403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 151034 members 
Entering Unmasked Estep 
Score: -21240318.000000 Penalty: 5925.813477
	Iteration 47Q: 3 clusters Score -2.124032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 151033 members 
Entering Unmasked Estep 
Score: -21240322.000000 Penalty: 5925.813477
	Iteration 48Q: 3 clusters Score -2.124032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 151034 members 
Entering Unmasked Estep 
Score: -21240330.000000 Penalty: 5925.813477
	Iteration 49Q: 3 clusters Score -2.124033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 151034 members 
Entering Unmasked Estep 
Score: -21240324.000000 Penalty: 5925.813477
	Iteration 50Q: 3 clusters Score -2.124032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 151035 members 
Entering Unmasked Estep 
Score: -21240338.000000 Penalty: 5925.813477
	Iteration 51Q: 3 clusters Score -2.124034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 151036 members 
Entering Unmasked Estep 
Score: -21240342.000000 Penalty: 5925.813477
	Iteration 52Q: 3 clusters Score -2.124034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 151037 members 
Entering Unmasked Estep 
Score: -21240330.000000 Penalty: 5925.813477
	Iteration 53Q: 3 clusters Score -2.124033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 151037 members 
Entering Unmasked Estep 
Score: -21240330.000000 Penalty: 5925.813477
	Iteration 54F: 3 clusters Score -2.124033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -102035.789062 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -102035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -100218.109375 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -100218.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100592.968750 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -100593 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100889.531250 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -100889.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101090.156250 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -101090.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101259.851562 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -101259.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101430.273438 Penalty: 3343.883545
	Iteration 5F: 3 clusters Score -101430.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101533.898438 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -101533.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101640.812500 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -101640.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101731.320312 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -101731.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101789.421875 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -101789.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101838.085938 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -101838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101916.468750 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -101916.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101969.507812 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -101969.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102022.968750 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -102023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102041.539062 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -102041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102050.000000 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -102050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102053.148438 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -102053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102054.632812 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -102054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102054.632812 Penalty: 3343.883545
	Iteration 18F: 3 clusters Score -102054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 154385 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55423 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 138502 members 
Mstep: Class 9 contains 12445 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 155784 members 
Mstep: Class 14 contains 93707 members 
Mstep: Class 15 contains 6986 members 
Mstep: Class 16 contains 36714 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 138759 members 
Mstep: Class 21 contains 86033 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81720 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
Score: -137455856.000000 Penalty: 89173.351562
Splitting cluster 3 changes total score from -137456976.000000 to -137455856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Entering Unmasked Estep 
Score: -569299.312500 Penalty: 2075.493408
	Iteration 0F: 2 clusters Score -569299.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -565197.500000 Penalty: 4150.986816
	Iteration 0F: 3 clusters Score -565197.5 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -566080.000000 Penalty: 4150.986816
	Iteration 1F: 3 clusters Score -566080 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -566261.687500 Penalty: 4150.986816
	Iteration 2F: 3 clusters Score -566261.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -566423.000000 Penalty: 4150.986816
	Iteration 3F: 3 clusters Score -566423 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -566583.687500 Penalty: 4150.986816
	Iteration 4Q: 3 clusters Score -566583.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -566747.625000 Penalty: 4150.986816
	Iteration 5Q: 3 clusters Score -566747.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -566887.562500 Penalty: 4150.986816
	Iteration 6Q: 3 clusters Score -566887.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -566996.312500 Penalty: 4150.986816
	Iteration 7Q: 3 clusters Score -566996.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -567080.375000 Penalty: 4150.986816
	Iteration 8Q: 3 clusters Score -567080.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -567158.062500 Penalty: 4150.986816
	Iteration 9Q: 3 clusters Score -567158.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -567223.375000 Penalty: 4150.986816
	Iteration 10Q: 3 clusters Score -567223.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -567295.437500 Penalty: 4150.986816
	Iteration 11Q: 3 clusters Score -567295.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -567357.812500 Penalty: 4150.986816
	Iteration 12Q: 3 clusters Score -567357.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -567417.375000 Penalty: 4150.986816
	Iteration 13Q: 3 clusters Score -567417.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -567466.625000 Penalty: 4150.986816
	Iteration 14Q: 3 clusters Score -567466.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -567514.875000 Penalty: 4150.986816
	Iteration 15Q: 3 clusters Score -567514.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -567561.437500 Penalty: 4150.986816
	Iteration 16Q: 3 clusters Score -567561.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -567603.500000 Penalty: 4150.986816
	Iteration 17Q: 3 clusters Score -567603.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -567649.000000 Penalty: 4150.986816
	Iteration 18Q: 3 clusters Score -567649 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -567686.187500 Penalty: 4150.986816
	Iteration 19Q: 3 clusters Score -567686.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -567721.500000 Penalty: 4150.986816
	Iteration 20F: 3 clusters Score -567721.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -567742.000000 Penalty: 4150.986816
	Iteration 21Q: 3 clusters Score -567742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -567750.187500 Penalty: 4150.986816
	Iteration 22Q: 3 clusters Score -567750.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -567755.187500 Penalty: 4150.986816
	Iteration 23Q: 3 clusters Score -567755.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -567758.562500 Penalty: 4150.986816
	Iteration 24Q: 3 clusters Score -567758.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -567765.937500 Penalty: 4150.986816
	Iteration 25Q: 3 clusters Score -567765.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -567770.562500 Penalty: 4150.986816
	Iteration 26Q: 3 clusters Score -567770.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -567777.562500 Penalty: 4150.986816
	Iteration 27Q: 3 clusters Score -567777.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -567783.312500 Penalty: 4150.986816
	Iteration 28Q: 3 clusters Score -567783.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -567786.250000 Penalty: 4150.986816
	Iteration 29Q: 3 clusters Score -567786.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -567788.875000 Penalty: 4150.986816
	Iteration 30Q: 3 clusters Score -567788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -567791.625000 Penalty: 4150.986816
	Iteration 31Q: 3 clusters Score -567791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -567792.125000 Penalty: 4150.986816
	Iteration 32Q: 3 clusters Score -567792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -567795.625000 Penalty: 4150.986816
	Iteration 33Q: 3 clusters Score -567795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -567797.375000 Penalty: 4150.986816
	Iteration 34Q: 3 clusters Score -567797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -567797.375000 Penalty: 4150.986816
	Iteration 35F: 3 clusters Score -567797.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -66400.015625 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -66400.02 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 256 members 
Entering Unmasked Estep 
Score: -64818.058594 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -64818.06 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64998.304688 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -64998.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65082.570312 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -65082.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65123.246094 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -65123.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -65155.023438 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -65155.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65185.621094 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -65185.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65221.261719 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -65221.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -65283.875000 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -65283.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65365.371094 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -65365.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65504.371094 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -65504.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -65621.695312 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -65621.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65695.039062 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -65695.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65764.593750 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -65764.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65808.796875 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -65808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65820.507812 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -65820.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65831.562500 Penalty: 3116.004150
	Iteration 15Q: 3 clusters Score -65831.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65842.250000 Penalty: 3116.004150
	Iteration 16Q: 3 clusters Score -65842.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65848.453125 Penalty: 3116.004150
	Iteration 17Q: 3 clusters Score -65848.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65855.484375 Penalty: 3116.004150
	Iteration 18Q: 3 clusters Score -65855.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65858.156250 Penalty: 3116.004150
	Iteration 19Q: 3 clusters Score -65858.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65858.156250 Penalty: 3116.004150
	Iteration 20F: 3 clusters Score -65858.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Entering Unmasked Estep 
Score: -7472144.000000 Penalty: 2708.841797
	Iteration 0F: 2 clusters Score -7472144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -7434737.500000 Penalty: 5417.683594
	Iteration 0F: 3 clusters Score -7434738 nChanged 25832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -7449174.000000 Penalty: 5417.683594
	Iteration 1F: 3 clusters Score -7449174 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -7449680.500000 Penalty: 5417.683594
	Iteration 2Q: 3 clusters Score -7449680 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -7450177.500000 Penalty: 5417.683594
	Iteration 3Q: 3 clusters Score -7450178 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -7450822.500000 Penalty: 5417.683594
	Iteration 4Q: 3 clusters Score -7450822 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -7451581.000000 Penalty: 5417.683594
	Iteration 5Q: 3 clusters Score -7451581 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -7452631.500000 Penalty: 5417.683594
	Iteration 6Q: 3 clusters Score -7452632 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -7453746.500000 Penalty: 5417.683594
	Iteration 7Q: 3 clusters Score -7453746 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -7455257.500000 Penalty: 5417.683594
	Iteration 8F: 3 clusters Score -7455258 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -7456915.500000 Penalty: 5417.683594
	Iteration 9F: 3 clusters Score -7456916 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -7458522.000000 Penalty: 5417.683594
	Iteration 10F: 3 clusters Score -7458522 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -7459841.000000 Penalty: 5417.683594
	Iteration 11Q: 3 clusters Score -7459841 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -7460881.500000 Penalty: 5417.683594
	Iteration 12Q: 3 clusters Score -7460882 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -7461833.000000 Penalty: 5417.683594
	Iteration 13Q: 3 clusters Score -7461833 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -7462704.500000 Penalty: 5417.683594
	Iteration 14Q: 3 clusters Score -7462704 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -7463769.000000 Penalty: 5417.683594
	Iteration 15Q: 3 clusters Score -7463769 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -7465171.500000 Penalty: 5417.683594
	Iteration 16Q: 3 clusters Score -7465172 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7466826.000000 Penalty: 5417.683594
	Iteration 17Q: 3 clusters Score -7466826 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7468434.500000 Penalty: 5417.683594
	Iteration 18Q: 3 clusters Score -7468434 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7469203.000000 Penalty: 5417.683594
	Iteration 19Q: 3 clusters Score -7469203 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7469539.000000 Penalty: 5417.683594
	Iteration 20F: 3 clusters Score -7469539 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7469710.000000 Penalty: 5417.683594
	Iteration 21Q: 3 clusters Score -7469710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7469799.000000 Penalty: 5417.683594
	Iteration 22Q: 3 clusters Score -7469799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7469840.500000 Penalty: 5417.683594
	Iteration 23Q: 3 clusters Score -7469840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7469860.000000 Penalty: 5417.683594
	Iteration 24Q: 3 clusters Score -7469860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7469879.500000 Penalty: 5417.683594
	Iteration 25Q: 3 clusters Score -7469880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7469893.000000 Penalty: 5417.683594
	Iteration 26Q: 3 clusters Score -7469893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7469903.500000 Penalty: 5417.683594
	Iteration 27Q: 3 clusters Score -7469904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7469914.500000 Penalty: 5417.683594
	Iteration 28Q: 3 clusters Score -7469914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7469915.500000 Penalty: 5417.683594
	Iteration 29Q: 3 clusters Score -7469916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7469913.000000 Penalty: 5417.683594
	Iteration 30Q: 3 clusters Score -7469913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7469913.500000 Penalty: 5417.683594
	Iteration 31Q: 3 clusters Score -7469914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7469913.500000 Penalty: 5417.683594
	Iteration 32F: 3 clusters Score -7469914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -155739.765625 Penalty: 1763.655029
	Iteration 0F: 2 clusters Score -155739.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -153655.359375 Penalty: 3527.310059
	Iteration 0F: 3 clusters Score -153655.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -154090.828125 Penalty: 3527.310059
	Iteration 1F: 3 clusters Score -154090.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -154407.453125 Penalty: 3527.310059
	Iteration 2F: 3 clusters Score -154407.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -154753.968750 Penalty: 3527.310059
	Iteration 3F: 3 clusters Score -154754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -154948.468750 Penalty: 3527.310059
	Iteration 4F: 3 clusters Score -154948.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -155095.000000 Penalty: 3527.310059
	Iteration 5F: 3 clusters Score -155095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -155229.687500 Penalty: 3527.310059
	Iteration 6Q: 3 clusters Score -155229.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -155305.765625 Penalty: 3527.310059
	Iteration 7Q: 3 clusters Score -155305.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -155348.546875 Penalty: 3527.310059
	Iteration 8Q: 3 clusters Score -155348.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -155373.546875 Penalty: 3527.310059
	Iteration 9Q: 3 clusters Score -155373.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -155385.890625 Penalty: 3527.310059
	Iteration 10Q: 3 clusters Score -155385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -155390.031250 Penalty: 3527.310059
	Iteration 11Q: 3 clusters Score -155390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -155398.734375 Penalty: 3527.310059
	Iteration 12Q: 3 clusters Score -155398.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -155404.031250 Penalty: 3527.310059
	Iteration 13Q: 3 clusters Score -155404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -155404.468750 Penalty: 3527.310059
	Iteration 14Q: 3 clusters Score -155404.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -155405.734375 Penalty: 3527.310059
	Iteration 15Q: 3 clusters Score -155405.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -155405.734375 Penalty: 3527.310059
	Iteration 16F: 3 clusters Score -155405.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (138502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138502 members 
Entering Unmasked Estep 
Score: -19122826.000000 Penalty: 2935.982666
	Iteration 0F: 2 clusters Score -1.912283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
Score: -19030668.000000 Penalty: 5871.965332
	Iteration 0F: 3 clusters Score -1.903067e+07 nChanged 65838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -19068278.000000 Penalty: 5871.965332
	Iteration 1F: 3 clusters Score -1.906828e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -19069454.000000 Penalty: 5871.965332
	Iteration 2Q: 3 clusters Score -1.906945e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -19070938.000000 Penalty: 5871.965332
	Iteration 3Q: 3 clusters Score -1.907094e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 83180 members 
Entering Unmasked Estep 
Score: -19073586.000000 Penalty: 5871.965332
	Iteration 4Q: 3 clusters Score -1.907359e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -19078040.000000 Penalty: 5871.965332
	Iteration 5F: 3 clusters Score -1.907804e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 100607 members 
Entering Unmasked Estep 
Score: -19085404.000000 Penalty: 5871.965332
	Iteration 6F: 3 clusters Score -1.90854e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 112423 members 
Entering Unmasked Estep 
Score: -19095858.000000 Penalty: 5871.965332
	Iteration 7F: 3 clusters Score -1.909586e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 123401 members 
Entering Unmasked Estep 
Score: -19106484.000000 Penalty: 5871.965332
	Iteration 8F: 3 clusters Score -1.910648e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 131245 members 
Entering Unmasked Estep 
Score: -19114176.000000 Penalty: 5871.965332
	Iteration 9F: 3 clusters Score -1.911418e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 135163 members 
Entering Unmasked Estep 
Score: -19117966.000000 Penalty: 5871.965332
	Iteration 10Q: 3 clusters Score -1.911797e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 136765 members 
Entering Unmasked Estep 
Score: -19119300.000000 Penalty: 5871.965332
	Iteration 11Q: 3 clusters Score -1.91193e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 137360 members 
Entering Unmasked Estep 
Score: -19119794.000000 Penalty: 5871.965332
	Iteration 12Q: 3 clusters Score -1.911979e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 137578 members 
Entering Unmasked Estep 
Score: -19119992.000000 Penalty: 5871.965332
	Iteration 13Q: 3 clusters Score -1.911999e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 137682 members 
Entering Unmasked Estep 
Score: -19120146.000000 Penalty: 5871.965332
	Iteration 14Q: 3 clusters Score -1.912015e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 137740 members 
Entering Unmasked Estep 
Score: -19120210.000000 Penalty: 5871.965332
	Iteration 15Q: 3 clusters Score -1.912021e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 137771 members 
Entering Unmasked Estep 
Score: -19120286.000000 Penalty: 5871.965332
	Iteration 16Q: 3 clusters Score -1.912029e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 137805 members 
Entering Unmasked Estep 
Score: -19120344.000000 Penalty: 5871.965332
	Iteration 17Q: 3 clusters Score -1.912034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 137821 members 
Entering Unmasked Estep 
Score: -19120394.000000 Penalty: 5871.965332
	Iteration 18Q: 3 clusters Score -1.912039e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 137840 members 
Entering Unmasked Estep 
Score: -19120392.000000 Penalty: 5871.965332
	Iteration 19Q: 3 clusters Score -1.912039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 137839 members 
Entering Unmasked Estep 
Score: -19120408.000000 Penalty: 5871.965332
	Iteration 20F: 3 clusters Score -1.912041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 137839 members 
Entering Unmasked Estep 
Score: -19120418.000000 Penalty: 5871.965332
	Iteration 21Q: 3 clusters Score -1.912042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 137840 members 
Entering Unmasked Estep 
Score: -19120434.000000 Penalty: 5871.965332
	Iteration 22Q: 3 clusters Score -1.912043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 137843 members 
Entering Unmasked Estep 
Score: -19120436.000000 Penalty: 5871.965332
	Iteration 23Q: 3 clusters Score -1.912044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 137846 members 
Entering Unmasked Estep 
Score: -19120444.000000 Penalty: 5871.965332
	Iteration 24Q: 3 clusters Score -1.912044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 137848 members 
Entering Unmasked Estep 
Score: -19120432.000000 Penalty: 5871.965332
	Iteration 25Q: 3 clusters Score -1.912043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 137849 members 
Entering Unmasked Estep 
Score: -19120424.000000 Penalty: 5871.965332
	Iteration 26Q: 3 clusters Score -1.912042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 137849 members 
Entering Unmasked Estep 
Score: -19120420.000000 Penalty: 5871.965332
	Iteration 27Q: 3 clusters Score -1.912042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 137848 members 
Entering Unmasked Estep 
Score: -19120424.000000 Penalty: 5871.965332
	Iteration 28Q: 3 clusters Score -1.912042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 137847 members 
Entering Unmasked Estep 
Score: -19120430.000000 Penalty: 5871.965332
	Iteration 29Q: 3 clusters Score -1.912043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 137847 members 
Entering Unmasked Estep 
Score: -19120430.000000 Penalty: 5871.965332
	Iteration 30F: 3 clusters Score -1.912043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Entering Unmasked Estep 
Score: -1734804.750000 Penalty: 2338.410400
	Iteration 0F: 2 clusters Score -1734805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1725541.125000 Penalty: 4676.820801
	Iteration 0F: 3 clusters Score -1725541 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1728432.625000 Penalty: 4676.820801
	Iteration 1F: 3 clusters Score -1728433 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1728836.375000 Penalty: 4676.820801
	Iteration 2F: 3 clusters Score -1728836 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1729175.125000 Penalty: 4676.820801
	Iteration 3F: 3 clusters Score -1729175 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1729518.125000 Penalty: 4676.820801
	Iteration 4F: 3 clusters Score -1729518 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1729910.500000 Penalty: 4676.820801
	Iteration 5F: 3 clusters Score -1729910 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1730346.375000 Penalty: 4676.820801
	Iteration 6F: 3 clusters Score -1730346 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1730772.000000 Penalty: 4676.820801
	Iteration 7F: 3 clusters Score -1730772 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1731232.000000 Penalty: 4676.820801
	Iteration 8Q: 3 clusters Score -1731232 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1731695.625000 Penalty: 4676.820801
	Iteration 9Q: 3 clusters Score -1731696 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1732121.125000 Penalty: 4676.820801
	Iteration 10Q: 3 clusters Score -1732121 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1732404.125000 Penalty: 4676.820801
	Iteration 11Q: 3 clusters Score -1732404 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1732541.750000 Penalty: 4676.820801
	Iteration 12Q: 3 clusters Score -1732542 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1732615.750000 Penalty: 4676.820801
	Iteration 13Q: 3 clusters Score -1732616 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1732660.875000 Penalty: 4676.820801
	Iteration 14Q: 3 clusters Score -1732661 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1732694.000000 Penalty: 4676.820801
	Iteration 15Q: 3 clusters Score -1732694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1732713.750000 Penalty: 4676.820801
	Iteration 16Q: 3 clusters Score -1732714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1732721.500000 Penalty: 4676.820801
	Iteration 17Q: 3 clusters Score -1732722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1732731.125000 Penalty: 4676.820801
	Iteration 18Q: 3 clusters Score -1732731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1732730.625000 Penalty: 4676.820801
	Iteration 19Q: 3 clusters Score -1732731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1732737.625000 Penalty: 4676.820801
	Iteration 20F: 3 clusters Score -1732738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1732738.375000 Penalty: 4676.820801
	Iteration 21Q: 3 clusters Score -1732738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1732744.625000 Penalty: 4676.820801
	Iteration 22Q: 3 clusters Score -1732745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1732750.375000 Penalty: 4676.820801
	Iteration 23Q: 3 clusters Score -1732750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1732753.750000 Penalty: 4676.820801
	Iteration 24Q: 3 clusters Score -1732754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1732760.750000 Penalty: 4676.820801
	Iteration 25Q: 3 clusters Score -1732761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1732762.750000 Penalty: 4676.820801
	Iteration 26Q: 3 clusters Score -1732763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1732766.250000 Penalty: 4676.820801
	Iteration 27Q: 3 clusters Score -1732766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1732775.375000 Penalty: 4676.820801
	Iteration 28Q: 3 clusters Score -1732775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1732782.125000 Penalty: 4676.820801
	Iteration 29Q: 3 clusters Score -1732782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1732790.750000 Penalty: 4676.820801
	Iteration 30Q: 3 clusters Score -1732791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1732796.875000 Penalty: 4676.820801
	Iteration 31Q: 3 clusters Score -1732797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1732800.750000 Penalty: 4676.820801
	Iteration 32Q: 3 clusters Score -1732801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1732804.875000 Penalty: 4676.820801
	Iteration 33Q: 3 clusters Score -1732805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1732806.250000 Penalty: 4676.820801
	Iteration 34Q: 3 clusters Score -1732806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1732813.000000 Penalty: 4676.820801
	Iteration 35Q: 3 clusters Score -1732813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1732814.000000 Penalty: 4676.820801
	Iteration 36Q: 3 clusters Score -1732814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1732815.500000 Penalty: 4676.820801
	Iteration 37Q: 3 clusters Score -1732816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1732821.125000 Penalty: 4676.820801
	Iteration 38Q: 3 clusters Score -1732821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1732824.375000 Penalty: 4676.820801
	Iteration 39Q: 3 clusters Score -1732824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1732829.625000 Penalty: 4676.820801
	Iteration 40F: 3 clusters Score -1732830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1732832.750000 Penalty: 4676.820801
	Iteration 41Q: 3 clusters Score -1732833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1732841.250000 Penalty: 4676.820801
	Iteration 42Q: 3 clusters Score -1732841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1732845.500000 Penalty: 4676.820801
	Iteration 43Q: 3 clusters Score -1732846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1732848.875000 Penalty: 4676.820801
	Iteration 44Q: 3 clusters Score -1732849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1732853.625000 Penalty: 4676.820801
	Iteration 45Q: 3 clusters Score -1732854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1732855.875000 Penalty: 4676.820801
	Iteration 46Q: 3 clusters Score -1732856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1732864.250000 Penalty: 4676.820801
	Iteration 47Q: 3 clusters Score -1732864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1732872.125000 Penalty: 4676.820801
	Iteration 48Q: 3 clusters Score -1732872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1732877.000000 Penalty: 4676.820801
	Iteration 49Q: 3 clusters Score -1732877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1732883.500000 Penalty: 4676.820801
	Iteration 50Q: 3 clusters Score -1732884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1732885.875000 Penalty: 4676.820801
	Iteration 51Q: 3 clusters Score -1732886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1732889.000000 Penalty: 4676.820801
	Iteration 52Q: 3 clusters Score -1732889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1732892.750000 Penalty: 4676.820801
	Iteration 53Q: 3 clusters Score -1732893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1732893.875000 Penalty: 4676.820801
	Iteration 54Q: 3 clusters Score -1732894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1732899.625000 Penalty: 4676.820801
	Iteration 55Q: 3 clusters Score -1732900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1732904.750000 Penalty: 4676.820801
	Iteration 56Q: 3 clusters Score -1732905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1732903.375000 Penalty: 4676.820801
	Iteration 57Q: 3 clusters Score -1732903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1732905.625000 Penalty: 4676.820801
	Iteration 58Q: 3 clusters Score -1732906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1732904.000000 Penalty: 4676.820801
	Iteration 59Q: 3 clusters Score -1732904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1732906.000000 Penalty: 4676.820801
	Iteration 60F: 3 clusters Score -1732906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1732908.250000 Penalty: 4676.820801
	Iteration 61Q: 3 clusters Score -1732908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1732909.000000 Penalty: 4676.820801
	Iteration 62Q: 3 clusters Score -1732909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1732908.500000 Penalty: 4676.820801
	Iteration 63Q: 3 clusters Score -1732908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1732909.875000 Penalty: 4676.820801
	Iteration 64Q: 3 clusters Score -1732910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1732908.000000 Penalty: 4676.820801
	Iteration 65Q: 3 clusters Score -1732908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1732908.000000 Penalty: 4676.820801
	Iteration 66F: 3 clusters Score -1732908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -80491.804688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -80491.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78855.500000 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -78855.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79098.335938 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -79098.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79225.945312 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -79225.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79283.195312 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -79283.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79311.335938 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -79311.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79325.648438 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -79325.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79337.070312 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -79337.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79342.750000 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -79342.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79346.640625 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -79346.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79346.640625 Penalty: 3220.901855
	Iteration 9F: 3 clusters Score -79346.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -73181.859375 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -73181.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71564.578125 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -71564.58 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71816.109375 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -71816.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71920.132812 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -71920.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71998.632812 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -71998.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72039.375000 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -72039.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72058.976562 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -72058.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72083.523438 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -72083.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72100.054688 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -72100.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72118.921875 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -72118.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72129.890625 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -72129.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72137.343750 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -72137.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72137.343750 Penalty: 3179.446777
	Iteration 11F: 3 clusters Score -72137.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -386231.187500 Penalty: 1986.816162
	Iteration 0F: 2 clusters Score -386231.2 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 1540 members 
Entering Unmasked Estep 
Score: -382950.718750 Penalty: 3973.632324
	Iteration 0F: 3 clusters Score -382950.7 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -383689.906250 Penalty: 3973.632324
	Iteration 1F: 3 clusters Score -383689.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -383937.718750 Penalty: 3973.632324
	Iteration 2F: 3 clusters Score -383937.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -384135.625000 Penalty: 3973.632324
	Iteration 3F: 3 clusters Score -384135.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -384299.187500 Penalty: 3973.632324
	Iteration 4Q: 3 clusters Score -384299.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -384466.937500 Penalty: 3973.632324
	Iteration 5Q: 3 clusters Score -384466.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -384615.781250 Penalty: 3973.632324
	Iteration 6Q: 3 clusters Score -384615.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -384720.437500 Penalty: 3973.632324
	Iteration 7Q: 3 clusters Score -384720.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -384798.281250 Penalty: 3973.632324
	Iteration 8Q: 3 clusters Score -384798.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -384856.562500 Penalty: 3973.632324
	Iteration 9Q: 3 clusters Score -384856.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -384913.562500 Penalty: 3973.632324
	Iteration 10Q: 3 clusters Score -384913.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -384952.250000 Penalty: 3973.632324
	Iteration 11Q: 3 clusters Score -384952.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -384980.093750 Penalty: 3973.632324
	Iteration 12Q: 3 clusters Score -384980.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -385004.937500 Penalty: 3973.632324
	Iteration 13Q: 3 clusters Score -385004.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -385036.625000 Penalty: 3973.632324
	Iteration 14Q: 3 clusters Score -385036.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -385061.375000 Penalty: 3973.632324
	Iteration 15Q: 3 clusters Score -385061.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -385083.781250 Penalty: 3973.632324
	Iteration 16Q: 3 clusters Score -385083.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -385099.031250 Penalty: 3973.632324
	Iteration 17Q: 3 clusters Score -385099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -385108.406250 Penalty: 3973.632324
	Iteration 18Q: 3 clusters Score -385108.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -385115.187500 Penalty: 3973.632324
	Iteration 19Q: 3 clusters Score -385115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -385118.062500 Penalty: 3973.632324
	Iteration 20F: 3 clusters Score -385118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -385121.062500 Penalty: 3973.632324
	Iteration 21Q: 3 clusters Score -385121.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -385127.218750 Penalty: 3973.632324
	Iteration 22Q: 3 clusters Score -385127.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -385133.093750 Penalty: 3973.632324
	Iteration 23Q: 3 clusters Score -385133.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -385137.500000 Penalty: 3973.632324
	Iteration 24Q: 3 clusters Score -385137.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -385141.968750 Penalty: 3973.632324
	Iteration 25Q: 3 clusters Score -385142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -385145.000000 Penalty: 3973.632324
	Iteration 26Q: 3 clusters Score -385145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -385147.531250 Penalty: 3973.632324
	Iteration 27Q: 3 clusters Score -385147.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -385151.187500 Penalty: 3973.632324
	Iteration 28Q: 3 clusters Score -385151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -385154.687500 Penalty: 3973.632324
	Iteration 29Q: 3 clusters Score -385154.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -385156.781250 Penalty: 3973.632324
	Iteration 30Q: 3 clusters Score -385156.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -385160.250000 Penalty: 3973.632324
	Iteration 31Q: 3 clusters Score -385160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -385162.250000 Penalty: 3973.632324
	Iteration 32Q: 3 clusters Score -385162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -385162.812500 Penalty: 3973.632324
	Iteration 33Q: 3 clusters Score -385162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -385162.937500 Penalty: 3973.632324
	Iteration 34Q: 3 clusters Score -385162.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -385162.937500 Penalty: 3973.632324
	Iteration 35F: 3 clusters Score -385162.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (155784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155784 members 
Entering Unmasked Estep 
Score: -21470298.000000 Penalty: 2965.143799
	Iteration 0F: 2 clusters Score -2.14703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77463 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -21367202.000000 Penalty: 5930.287598
	Iteration 0F: 3 clusters Score -2.13672e+07 nChanged 74186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -21411188.000000 Penalty: 5930.287598
	Iteration 1F: 3 clusters Score -2.141119e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -21413508.000000 Penalty: 5930.287598
	Iteration 2Q: 3 clusters Score -2.141351e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -21417410.000000 Penalty: 5930.287598
	Iteration 3F: 3 clusters Score -2.141741e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 103805 members 
Entering Unmasked Estep 
Score: -21424914.000000 Penalty: 5930.287598
	Iteration 4F: 3 clusters Score -2.142491e+07 nChanged 13808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -21436898.000000 Penalty: 5930.287598
	Iteration 5F: 3 clusters Score -2.14369e+07 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 126361 members 
Entering Unmasked Estep 
Score: -21451012.000000 Penalty: 5930.287598
	Iteration 6F: 3 clusters Score -2.145101e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 132550 members 
Entering Unmasked Estep 
Score: -21463548.000000 Penalty: 5930.287598
	Iteration 7F: 3 clusters Score -2.146355e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 133810 members 
Entering Unmasked Estep 
Score: -21468402.000000 Penalty: 5930.287598
	Iteration 8Q: 3 clusters Score -2.14684e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 134226 members 
Entering Unmasked Estep 
Score: -21469348.000000 Penalty: 5930.287598
	Iteration 9Q: 3 clusters Score -2.146935e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 134610 members 
Entering Unmasked Estep 
Score: -21469638.000000 Penalty: 5930.287598
	Iteration 10Q: 3 clusters Score -2.146964e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 134984 members 
Entering Unmasked Estep 
Score: -21469830.000000 Penalty: 5930.287598
	Iteration 11Q: 3 clusters Score -2.146983e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 135342 members 
Entering Unmasked Estep 
Score: -21469908.000000 Penalty: 5930.287598
	Iteration 12Q: 3 clusters Score -2.146991e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 135692 members 
Entering Unmasked Estep 
Score: -21469876.000000 Penalty: 5930.287598
	Iteration 13Q: 3 clusters Score -2.146988e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 136014 members 
Entering Unmasked Estep 
Score: -21469926.000000 Penalty: 5930.287598
	Iteration 14Q: 3 clusters Score -2.146993e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 136296 members 
Entering Unmasked Estep 
Score: -21469952.000000 Penalty: 5930.287598
	Iteration 15Q: 3 clusters Score -2.146995e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 136574 members 
Entering Unmasked Estep 
Score: -21469946.000000 Penalty: 5930.287598
	Iteration 16Q: 3 clusters Score -2.146995e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 136860 members 
Entering Unmasked Estep 
Score: -21469954.000000 Penalty: 5930.287598
	Iteration 17Q: 3 clusters Score -2.146995e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 137128 members 
Entering Unmasked Estep 
Score: -21469984.000000 Penalty: 5930.287598
	Iteration 18Q: 3 clusters Score -2.146998e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 137389 members 
Entering Unmasked Estep 
Score: -21470014.000000 Penalty: 5930.287598
	Iteration 19Q: 3 clusters Score -2.147001e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 137625 members 
Entering Unmasked Estep 
Score: -21470030.000000 Penalty: 5930.287598
	Iteration 20F: 3 clusters Score -2.147003e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 137866 members 
Entering Unmasked Estep 
Score: -21470012.000000 Penalty: 5930.287598
	Iteration 21Q: 3 clusters Score -2.147001e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 138104 members 
Entering Unmasked Estep 
Score: -21470010.000000 Penalty: 5930.287598
	Iteration 22Q: 3 clusters Score -2.147001e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 138343 members 
Entering Unmasked Estep 
Score: -21470016.000000 Penalty: 5930.287598
	Iteration 23Q: 3 clusters Score -2.147002e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 138590 members 
Entering Unmasked Estep 
Score: -21469992.000000 Penalty: 5930.287598
	Iteration 24Q: 3 clusters Score -2.146999e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 138811 members 
Entering Unmasked Estep 
Score: -21469978.000000 Penalty: 5930.287598
	Iteration 25Q: 3 clusters Score -2.146998e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 139029 members 
Entering Unmasked Estep 
Score: -21470002.000000 Penalty: 5930.287598
	Iteration 26Q: 3 clusters Score -2.147e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 139244 members 
Entering Unmasked Estep 
Score: -21470020.000000 Penalty: 5930.287598
	Iteration 27Q: 3 clusters Score -2.147002e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 139451 members 
Entering Unmasked Estep 
Score: -21469990.000000 Penalty: 5930.287598
	Iteration 28Q: 3 clusters Score -2.146999e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 139648 members 
Entering Unmasked Estep 
Score: -21469956.000000 Penalty: 5930.287598
	Iteration 29Q: 3 clusters Score -2.146996e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 139829 members 
Entering Unmasked Estep 
Score: -21469966.000000 Penalty: 5930.287598
	Iteration 30Q: 3 clusters Score -2.146997e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 140003 members 
Entering Unmasked Estep 
Score: -21469974.000000 Penalty: 5930.287598
	Iteration 31Q: 3 clusters Score -2.146997e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 140171 members 
Entering Unmasked Estep 
Score: -21469974.000000 Penalty: 5930.287598
	Iteration 32Q: 3 clusters Score -2.146997e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 140336 members 
Entering Unmasked Estep 
Score: -21470008.000000 Penalty: 5930.287598
	Iteration 33Q: 3 clusters Score -2.147001e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 140509 members 
Entering Unmasked Estep 
Score: -21470078.000000 Penalty: 5930.287598
	Iteration 34Q: 3 clusters Score -2.147008e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 140689 members 
Entering Unmasked Estep 
Score: -21470078.000000 Penalty: 5930.287598
	Iteration 35Q: 3 clusters Score -2.147008e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 140872 members 
Entering Unmasked Estep 
Score: -21470032.000000 Penalty: 5930.287598
	Iteration 36Q: 3 clusters Score -2.147003e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
Score: -21470056.000000 Penalty: 5930.287598
	Iteration 37Q: 3 clusters Score -2.147006e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 141200 members 
Entering Unmasked Estep 
Score: -21470060.000000 Penalty: 5930.287598
	Iteration 38Q: 3 clusters Score -2.147006e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 141378 members 
Entering Unmasked Estep 
Score: -21470102.000000 Penalty: 5930.287598
	Iteration 39Q: 3 clusters Score -2.14701e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 141560 members 
Entering Unmasked Estep 
Score: -21470074.000000 Penalty: 5930.287598
	Iteration 40F: 3 clusters Score -2.147007e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 141752 members 
Entering Unmasked Estep 
Score: -21470076.000000 Penalty: 5930.287598
	Iteration 41Q: 3 clusters Score -2.147008e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 141941 members 
Entering Unmasked Estep 
Score: -21470074.000000 Penalty: 5930.287598
	Iteration 42Q: 3 clusters Score -2.147007e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 142099 members 
Entering Unmasked Estep 
Score: -21470064.000000 Penalty: 5930.287598
	Iteration 43Q: 3 clusters Score -2.147006e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 142231 members 
Entering Unmasked Estep 
Score: -21470110.000000 Penalty: 5930.287598
	Iteration 44Q: 3 clusters Score -2.147011e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 142351 members 
Entering Unmasked Estep 
Score: -21470092.000000 Penalty: 5930.287598
	Iteration 45Q: 3 clusters Score -2.147009e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 142465 members 
Entering Unmasked Estep 
Score: -21470082.000000 Penalty: 5930.287598
	Iteration 46Q: 3 clusters Score -2.147008e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 142566 members 
Entering Unmasked Estep 
Score: -21470092.000000 Penalty: 5930.287598
	Iteration 47Q: 3 clusters Score -2.147009e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 142653 members 
Entering Unmasked Estep 
Score: -21470086.000000 Penalty: 5930.287598
	Iteration 48Q: 3 clusters Score -2.147009e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 142759 members 
Entering Unmasked Estep 
Score: -21470092.000000 Penalty: 5930.287598
	Iteration 49Q: 3 clusters Score -2.147009e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 142874 members 
Entering Unmasked Estep 
Score: -21470106.000000 Penalty: 5930.287598
	Iteration 50Q: 3 clusters Score -2.147011e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 142987 members 
Entering Unmasked Estep 
Score: -21470114.000000 Penalty: 5930.287598
	Iteration 51Q: 3 clusters Score -2.147011e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -21470102.000000 Penalty: 5930.287598
	Iteration 52Q: 3 clusters Score -2.14701e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -21470088.000000 Penalty: 5930.287598
	Iteration 53Q: 3 clusters Score -2.147009e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 143275 members 
Entering Unmasked Estep 
Score: -21470110.000000 Penalty: 5930.287598
	Iteration 54Q: 3 clusters Score -2.147011e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 143358 members 
Entering Unmasked Estep 
Score: -21470094.000000 Penalty: 5930.287598
	Iteration 55Q: 3 clusters Score -2.147009e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 143437 members 
Entering Unmasked Estep 
Score: -21470110.000000 Penalty: 5930.287598
	Iteration 56Q: 3 clusters Score -2.147011e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 143521 members 
Entering Unmasked Estep 
Score: -21470090.000000 Penalty: 5930.287598
	Iteration 57Q: 3 clusters Score -2.147009e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 143615 members 
Entering Unmasked Estep 
Score: -21470120.000000 Penalty: 5930.287598
	Iteration 58Q: 3 clusters Score -2.147012e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 143711 members 
Entering Unmasked Estep 
Score: -21470142.000000 Penalty: 5930.287598
	Iteration 59Q: 3 clusters Score -2.147014e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 143799 members 
Entering Unmasked Estep 
Score: -21470144.000000 Penalty: 5930.287598
	Iteration 60F: 3 clusters Score -2.147014e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 143883 members 
Entering Unmasked Estep 
Score: -21470170.000000 Penalty: 5930.287598
	Iteration 61Q: 3 clusters Score -2.147017e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 143962 members 
Entering Unmasked Estep 
Score: -21470178.000000 Penalty: 5930.287598
	Iteration 62Q: 3 clusters Score -2.147018e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 144052 members 
Entering Unmasked Estep 
Score: -21470182.000000 Penalty: 5930.287598
	Iteration 63Q: 3 clusters Score -2.147018e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 144131 members 
Entering Unmasked Estep 
Score: -21470162.000000 Penalty: 5930.287598
	Iteration 64Q: 3 clusters Score -2.147016e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 144210 members 
Entering Unmasked Estep 
Score: -21470200.000000 Penalty: 5930.287598
	Iteration 65Q: 3 clusters Score -2.14702e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 144285 members 
Entering Unmasked Estep 
Score: -21470186.000000 Penalty: 5930.287598
	Iteration 66Q: 3 clusters Score -2.147019e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 144344 members 
Entering Unmasked Estep 
Score: -21470178.000000 Penalty: 5930.287598
	Iteration 67Q: 3 clusters Score -2.147018e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 144396 members 
Entering Unmasked Estep 
Score: -21470166.000000 Penalty: 5930.287598
	Iteration 68Q: 3 clusters Score -2.147017e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 144449 members 
Entering Unmasked Estep 
Score: -21470182.000000 Penalty: 5930.287598
	Iteration 69Q: 3 clusters Score -2.147018e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 144497 members 
Entering Unmasked Estep 
Score: -21470190.000000 Penalty: 5930.287598
	Iteration 70Q: 3 clusters Score -2.147019e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 144535 members 
Entering Unmasked Estep 
Score: -21470186.000000 Penalty: 5930.287598
	Iteration 71Q: 3 clusters Score -2.147019e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 144573 members 
Entering Unmasked Estep 
Score: -21470156.000000 Penalty: 5930.287598
	Iteration 72Q: 3 clusters Score -2.147016e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 144618 members 
Entering Unmasked Estep 
Score: -21470148.000000 Penalty: 5930.287598
	Iteration 73Q: 3 clusters Score -2.147015e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 144662 members 
Entering Unmasked Estep 
Score: -21470154.000000 Penalty: 5930.287598
	Iteration 74Q: 3 clusters Score -2.147015e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 144698 members 
Entering Unmasked Estep 
Score: -21470162.000000 Penalty: 5930.287598
	Iteration 75Q: 3 clusters Score -2.147016e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 144741 members 
Entering Unmasked Estep 
Score: -21470180.000000 Penalty: 5930.287598
	Iteration 76Q: 3 clusters Score -2.147018e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 144799 members 
Entering Unmasked Estep 
Score: -21470158.000000 Penalty: 5930.287598
	Iteration 77Q: 3 clusters Score -2.147016e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 144856 members 
Entering Unmasked Estep 
Score: -21470144.000000 Penalty: 5930.287598
	Iteration 78Q: 3 clusters Score -2.147014e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 144908 members 
Entering Unmasked Estep 
Score: -21470152.000000 Penalty: 5930.287598
	Iteration 79Q: 3 clusters Score -2.147015e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 144953 members 
Entering Unmasked Estep 
Score: -21470136.000000 Penalty: 5930.287598
	Iteration 80F: 3 clusters Score -2.147014e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 144993 members 
Entering Unmasked Estep 
Score: -21470118.000000 Penalty: 5930.287598
	Iteration 81Q: 3 clusters Score -2.147012e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 145039 members 
Entering Unmasked Estep 
Score: -21470148.000000 Penalty: 5930.287598
	Iteration 82Q: 3 clusters Score -2.147015e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 145077 members 
Entering Unmasked Estep 
Score: -21470184.000000 Penalty: 5930.287598
	Iteration 83Q: 3 clusters Score -2.147018e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 145108 members 
Entering Unmasked Estep 
Score: -21470188.000000 Penalty: 5930.287598
	Iteration 84Q: 3 clusters Score -2.147019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 145132 members 
Entering Unmasked Estep 
Score: -21470178.000000 Penalty: 5930.287598
	Iteration 85Q: 3 clusters Score -2.147018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 145160 members 
Entering Unmasked Estep 
Score: -21470208.000000 Penalty: 5930.287598
	Iteration 86Q: 3 clusters Score -2.147021e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 145191 members 
Entering Unmasked Estep 
Score: -21470196.000000 Penalty: 5930.287598
	Iteration 87Q: 3 clusters Score -2.14702e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 145222 members 
Entering Unmasked Estep 
Score: -21470184.000000 Penalty: 5930.287598
	Iteration 88Q: 3 clusters Score -2.147018e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 145252 members 
Entering Unmasked Estep 
Score: -21470190.000000 Penalty: 5930.287598
	Iteration 89Q: 3 clusters Score -2.147019e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 145280 members 
Entering Unmasked Estep 
Score: -21470170.000000 Penalty: 5930.287598
	Iteration 90Q: 3 clusters Score -2.147017e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 145307 members 
Entering Unmasked Estep 
Score: -21470164.000000 Penalty: 5930.287598
	Iteration 91Q: 3 clusters Score -2.147016e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 145337 members 
Entering Unmasked Estep 
Score: -21470194.000000 Penalty: 5930.287598
	Iteration 92Q: 3 clusters Score -2.147019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 145364 members 
Entering Unmasked Estep 
Score: -21470214.000000 Penalty: 5930.287598
	Iteration 93Q: 3 clusters Score -2.147021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 145383 members 
Entering Unmasked Estep 
Score: -21470202.000000 Penalty: 5930.287598
	Iteration 94Q: 3 clusters Score -2.14702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 145404 members 
Entering Unmasked Estep 
Score: -21470202.000000 Penalty: 5930.287598
	Iteration 95Q: 3 clusters Score -2.14702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 145427 members 
Entering Unmasked Estep 
Score: -21470200.000000 Penalty: 5930.287598
	Iteration 96Q: 3 clusters Score -2.14702e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 145451 members 
Entering Unmasked Estep 
Score: -21470196.000000 Penalty: 5930.287598
	Iteration 97Q: 3 clusters Score -2.14702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 145474 members 
Entering Unmasked Estep 
Score: -21470180.000000 Penalty: 5930.287598
	Iteration 98Q: 3 clusters Score -2.147018e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 145498 members 
Entering Unmasked Estep 
Score: -21470190.000000 Penalty: 5930.287598
	Iteration 99Q: 3 clusters Score -2.147019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 145520 members 
Entering Unmasked Estep 
Score: -21470186.000000 Penalty: 5930.287598
	Iteration 100F: 3 clusters Score -2.147019e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 145546 members 
Entering Unmasked Estep 
Score: -21470182.000000 Penalty: 5930.287598
	Iteration 101Q: 3 clusters Score -2.147018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 145575 members 
Entering Unmasked Estep 
Score: -21470178.000000 Penalty: 5930.287598
	Iteration 102Q: 3 clusters Score -2.147018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 145603 members 
Entering Unmasked Estep 
Score: -21470160.000000 Penalty: 5930.287598
	Iteration 103Q: 3 clusters Score -2.147016e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 145631 members 
Entering Unmasked Estep 
Score: -21470138.000000 Penalty: 5930.287598
	Iteration 104Q: 3 clusters Score -2.147014e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 145656 members 
Entering Unmasked Estep 
Score: -21470150.000000 Penalty: 5930.287598
	Iteration 105Q: 3 clusters Score -2.147015e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 145682 members 
Entering Unmasked Estep 
Score: -21470172.000000 Penalty: 5930.287598
	Iteration 106Q: 3 clusters Score -2.147017e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 145708 members 
Entering Unmasked Estep 
Score: -21470174.000000 Penalty: 5930.287598
	Iteration 107Q: 3 clusters Score -2.147017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 145728 members 
Entering Unmasked Estep 
Score: -21470158.000000 Penalty: 5930.287598
	Iteration 108Q: 3 clusters Score -2.147016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 145749 members 
Entering Unmasked Estep 
Score: -21470144.000000 Penalty: 5930.287598
	Iteration 109Q: 3 clusters Score -2.147014e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 145773 members 
Entering Unmasked Estep 
Score: -21470160.000000 Penalty: 5930.287598
	Iteration 110Q: 3 clusters Score -2.147016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 145791 members 
Entering Unmasked Estep 
Score: -21470146.000000 Penalty: 5930.287598
	Iteration 111Q: 3 clusters Score -2.147015e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 145812 members 
Entering Unmasked Estep 
Score: -21470142.000000 Penalty: 5930.287598
	Iteration 112Q: 3 clusters Score -2.147014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 145833 members 
Entering Unmasked Estep 
Score: -21470114.000000 Penalty: 5930.287598
	Iteration 113Q: 3 clusters Score -2.147011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 145857 members 
Entering Unmasked Estep 
Score: -21470116.000000 Penalty: 5930.287598
	Iteration 114Q: 3 clusters Score -2.147012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 145884 members 
Entering Unmasked Estep 
Score: -21470120.000000 Penalty: 5930.287598
	Iteration 115Q: 3 clusters Score -2.147012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 145911 members 
Entering Unmasked Estep 
Score: -21470128.000000 Penalty: 5930.287598
	Iteration 116Q: 3 clusters Score -2.147013e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 145938 members 
Entering Unmasked Estep 
Score: -21470158.000000 Penalty: 5930.287598
	Iteration 117Q: 3 clusters Score -2.147016e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 145973 members 
Entering Unmasked Estep 
Score: -21470150.000000 Penalty: 5930.287598
	Iteration 118Q: 3 clusters Score -2.147015e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 146002 members 
Entering Unmasked Estep 
Score: -21470150.000000 Penalty: 5930.287598
	Iteration 119Q: 3 clusters Score -2.147015e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 146031 members 
Entering Unmasked Estep 
Score: -21470134.000000 Penalty: 5930.287598
	Iteration 120F: 3 clusters Score -2.147013e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 146060 members 
Entering Unmasked Estep 
Score: -21470154.000000 Penalty: 5930.287598
	Iteration 121Q: 3 clusters Score -2.147015e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 146086 members 
Entering Unmasked Estep 
Score: -21470152.000000 Penalty: 5930.287598
	Iteration 122Q: 3 clusters Score -2.147015e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 146115 members 
Entering Unmasked Estep 
Score: -21470150.000000 Penalty: 5930.287598
	Iteration 123Q: 3 clusters Score -2.147015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 146148 members 
Entering Unmasked Estep 
Score: -21470154.000000 Penalty: 5930.287598
	Iteration 124Q: 3 clusters Score -2.147015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 146179 members 
Entering Unmasked Estep 
Score: -21470144.000000 Penalty: 5930.287598
	Iteration 125Q: 3 clusters Score -2.147014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 146207 members 
Entering Unmasked Estep 
Score: -21470128.000000 Penalty: 5930.287598
	Iteration 126Q: 3 clusters Score -2.147013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 146226 members 
Entering Unmasked Estep 
Score: -21470108.000000 Penalty: 5930.287598
	Iteration 127Q: 3 clusters Score -2.147011e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 146252 members 
Entering Unmasked Estep 
Score: -21470112.000000 Penalty: 5930.287598
	Iteration 128Q: 3 clusters Score -2.147011e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 146275 members 
Entering Unmasked Estep 
Score: -21470120.000000 Penalty: 5930.287598
	Iteration 129Q: 3 clusters Score -2.147012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 146289 members 
Entering Unmasked Estep 
Score: -21470106.000000 Penalty: 5930.287598
	Iteration 130Q: 3 clusters Score -2.147011e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 146312 members 
Entering Unmasked Estep 
Score: -21470114.000000 Penalty: 5930.287598
	Iteration 131Q: 3 clusters Score -2.147011e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 146344 members 
Entering Unmasked Estep 
Score: -21470106.000000 Penalty: 5930.287598
	Iteration 132Q: 3 clusters Score -2.147011e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 146372 members 
Entering Unmasked Estep 
Score: -21470106.000000 Penalty: 5930.287598
	Iteration 133Q: 3 clusters Score -2.147011e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 146404 members 
Entering Unmasked Estep 
Score: -21470100.000000 Penalty: 5930.287598
	Iteration 134Q: 3 clusters Score -2.14701e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 146439 members 
Entering Unmasked Estep 
Score: -21470106.000000 Penalty: 5930.287598
	Iteration 135Q: 3 clusters Score -2.147011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 146463 members 
Entering Unmasked Estep 
Score: -21470094.000000 Penalty: 5930.287598
	Iteration 136Q: 3 clusters Score -2.147009e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 146487 members 
Entering Unmasked Estep 
Score: -21470088.000000 Penalty: 5930.287598
	Iteration 137Q: 3 clusters Score -2.147009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 146509 members 
Entering Unmasked Estep 
Score: -21470068.000000 Penalty: 5930.287598
	Iteration 138Q: 3 clusters Score -2.147007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 146527 members 
Entering Unmasked Estep 
Score: -21470074.000000 Penalty: 5930.287598
	Iteration 139Q: 3 clusters Score -2.147007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 146541 members 
Entering Unmasked Estep 
Score: -21470066.000000 Penalty: 5930.287598
	Iteration 140F: 3 clusters Score -2.147007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 146555 members 
Entering Unmasked Estep 
Score: -21470050.000000 Penalty: 5930.287598
	Iteration 141Q: 3 clusters Score -2.147005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 146568 members 
Entering Unmasked Estep 
Score: -21470042.000000 Penalty: 5930.287598
	Iteration 142Q: 3 clusters Score -2.147004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 146579 members 
Entering Unmasked Estep 
Score: -21470048.000000 Penalty: 5930.287598
	Iteration 143Q: 3 clusters Score -2.147005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 146591 members 
Entering Unmasked Estep 
Score: -21470042.000000 Penalty: 5930.287598
	Iteration 144Q: 3 clusters Score -2.147004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 146597 members 
Entering Unmasked Estep 
Score: -21470046.000000 Penalty: 5930.287598
	Iteration 145Q: 3 clusters Score -2.147005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 146604 members 
Entering Unmasked Estep 
Score: -21470048.000000 Penalty: 5930.287598
	Iteration 146Q: 3 clusters Score -2.147005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -21470040.000000 Penalty: 5930.287598
	Iteration 147Q: 3 clusters Score -2.147004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 146612 members 
Entering Unmasked Estep 
Score: -21470034.000000 Penalty: 5930.287598
	Iteration 148Q: 3 clusters Score -2.147003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 146613 members 
Entering Unmasked Estep 
Score: -21470040.000000 Penalty: 5930.287598
	Iteration 149Q: 3 clusters Score -2.147004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 146614 members 
Entering Unmasked Estep 
Score: -21470044.000000 Penalty: 5930.287598
	Iteration 150Q: 3 clusters Score -2.147004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 146615 members 
Entering Unmasked Estep 
Score: -21470042.000000 Penalty: 5930.287598
	Iteration 151Q: 3 clusters Score -2.147004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 146617 members 
Entering Unmasked Estep 
Score: -21470024.000000 Penalty: 5930.287598
	Iteration 152Q: 3 clusters Score -2.147002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 146618 members 
Entering Unmasked Estep 
Score: -21470032.000000 Penalty: 5930.287598
	Iteration 153Q: 3 clusters Score -2.147003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 146618 members 
Entering Unmasked Estep 
Score: -21470032.000000 Penalty: 5930.287598
	Iteration 154F: 3 clusters Score -2.147003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (93707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Entering Unmasked Estep 
Score: -13005542.000000 Penalty: 2839.086182
	Iteration 0F: 2 clusters Score -1.300554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -12942662.000000 Penalty: 5678.172363
	Iteration 0F: 3 clusters Score -1.294266e+07 nChanged 44240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -12968240.000000 Penalty: 5678.172363
	Iteration 1F: 3 clusters Score -1.296824e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -12968775.000000 Penalty: 5678.172363
	Iteration 2Q: 3 clusters Score -1.296878e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -12969479.000000 Penalty: 5678.172363
	Iteration 3Q: 3 clusters Score -1.296948e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -12970266.000000 Penalty: 5678.172363
	Iteration 4Q: 3 clusters Score -1.297027e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -12971582.000000 Penalty: 5678.172363
	Iteration 5Q: 3 clusters Score -1.297158e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -12973687.000000 Penalty: 5678.172363
	Iteration 6Q: 3 clusters Score -1.297369e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -12977305.000000 Penalty: 5678.172363
	Iteration 7F: 3 clusters Score -1.29773e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71466 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -12982603.000000 Penalty: 5678.172363
	Iteration 8F: 3 clusters Score -1.29826e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -12989476.000000 Penalty: 5678.172363
	Iteration 9F: 3 clusters Score -1.298948e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85387 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -12995719.000000 Penalty: 5678.172363
	Iteration 10F: 3 clusters Score -1.299572e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89573 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -12999706.000000 Penalty: 5678.172363
	Iteration 11Q: 3 clusters Score -1.299971e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91695 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -13001588.000000 Penalty: 5678.172363
	Iteration 12Q: 3 clusters Score -1.300159e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -13002478.000000 Penalty: 5678.172363
	Iteration 13Q: 3 clusters Score -1.300248e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92907 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -13002810.000000 Penalty: 5678.172363
	Iteration 14Q: 3 clusters Score -1.300281e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13002998.000000 Penalty: 5678.172363
	Iteration 15Q: 3 clusters Score -1.3003e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93091 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -13003092.000000 Penalty: 5678.172363
	Iteration 16Q: 3 clusters Score -1.300309e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -13003126.000000 Penalty: 5678.172363
	Iteration 17Q: 3 clusters Score -1.300313e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93130 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -13003149.000000 Penalty: 5678.172363
	Iteration 18Q: 3 clusters Score -1.300315e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13003187.000000 Penalty: 5678.172363
	Iteration 19Q: 3 clusters Score -1.300319e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13003211.000000 Penalty: 5678.172363
	Iteration 20F: 3 clusters Score -1.300321e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93177 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13003252.000000 Penalty: 5678.172363
	Iteration 21Q: 3 clusters Score -1.300325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -13003264.000000 Penalty: 5678.172363
	Iteration 22Q: 3 clusters Score -1.300326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13003279.000000 Penalty: 5678.172363
	Iteration 23Q: 3 clusters Score -1.300328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93197 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13003298.000000 Penalty: 5678.172363
	Iteration 24Q: 3 clusters Score -1.30033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13003283.000000 Penalty: 5678.172363
	Iteration 25Q: 3 clusters Score -1.300328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13003297.000000 Penalty: 5678.172363
	Iteration 26Q: 3 clusters Score -1.30033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13003302.000000 Penalty: 5678.172363
	Iteration 27Q: 3 clusters Score -1.30033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93202 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -13003294.000000 Penalty: 5678.172363
	Iteration 28Q: 3 clusters Score -1.300329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13003304.000000 Penalty: 5678.172363
	Iteration 29Q: 3 clusters Score -1.30033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93204 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13003312.000000 Penalty: 5678.172363
	Iteration 30Q: 3 clusters Score -1.300331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93204 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13003312.000000 Penalty: 5678.172363
	Iteration 31F: 3 clusters Score -1.300331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Entering Unmasked Estep 
Score: -964194.125000 Penalty: 2195.212646
	Iteration 0F: 2 clusters Score -964194.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -958438.062500 Penalty: 4390.425293
	Iteration 0F: 3 clusters Score -958438.1 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -959899.375000 Penalty: 4390.425293
	Iteration 1F: 3 clusters Score -959899.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -960139.750000 Penalty: 4390.425293
	Iteration 2F: 3 clusters Score -960139.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -960284.312500 Penalty: 4390.425293
	Iteration 3Q: 3 clusters Score -960284.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -960395.875000 Penalty: 4390.425293
	Iteration 4Q: 3 clusters Score -960395.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -960477.000000 Penalty: 4390.425293
	Iteration 5Q: 3 clusters Score -960477 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -960540.687500 Penalty: 4390.425293
	Iteration 6Q: 3 clusters Score -960540.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -960587.562500 Penalty: 4390.425293
	Iteration 7Q: 3 clusters Score -960587.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -960633.937500 Penalty: 4390.425293
	Iteration 8Q: 3 clusters Score -960633.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -960685.750000 Penalty: 4390.425293
	Iteration 9Q: 3 clusters Score -960685.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -960737.000000 Penalty: 4390.425293
	Iteration 10Q: 3 clusters Score -960737 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -960782.312500 Penalty: 4390.425293
	Iteration 11Q: 3 clusters Score -960782.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -960812.062500 Penalty: 4390.425293
	Iteration 12Q: 3 clusters Score -960812.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -960851.000000 Penalty: 4390.425293
	Iteration 13Q: 3 clusters Score -960851 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -960880.000000 Penalty: 4390.425293
	Iteration 14Q: 3 clusters Score -960880 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -960915.312500 Penalty: 4390.425293
	Iteration 15Q: 3 clusters Score -960915.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -960957.812500 Penalty: 4390.425293
	Iteration 16Q: 3 clusters Score -960957.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -961006.937500 Penalty: 4390.425293
	Iteration 17Q: 3 clusters Score -961006.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -961065.000000 Penalty: 4390.425293
	Iteration 18Q: 3 clusters Score -961065 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -961130.125000 Penalty: 4390.425293
	Iteration 19Q: 3 clusters Score -961130.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -961207.750000 Penalty: 4390.425293
	Iteration 20F: 3 clusters Score -961207.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -961268.562500 Penalty: 4390.425293
	Iteration 21Q: 3 clusters Score -961268.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -961341.875000 Penalty: 4390.425293
	Iteration 22Q: 3 clusters Score -961341.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -961428.250000 Penalty: 4390.425293
	Iteration 23Q: 3 clusters Score -961428.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -961525.187500 Penalty: 4390.425293
	Iteration 24Q: 3 clusters Score -961525.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -961617.937500 Penalty: 4390.425293
	Iteration 25Q: 3 clusters Score -961617.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -961698.437500 Penalty: 4390.425293
	Iteration 26Q: 3 clusters Score -961698.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -961777.125000 Penalty: 4390.425293
	Iteration 27Q: 3 clusters Score -961777.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -961835.437500 Penalty: 4390.425293
	Iteration 28Q: 3 clusters Score -961835.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -961887.125000 Penalty: 4390.425293
	Iteration 29Q: 3 clusters Score -961887.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -961943.875000 Penalty: 4390.425293
	Iteration 30Q: 3 clusters Score -961943.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -961993.750000 Penalty: 4390.425293
	Iteration 31Q: 3 clusters Score -961993.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -962051.500000 Penalty: 4390.425293
	Iteration 32Q: 3 clusters Score -962051.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -962095.875000 Penalty: 4390.425293
	Iteration 33Q: 3 clusters Score -962095.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -962120.437500 Penalty: 4390.425293
	Iteration 34Q: 3 clusters Score -962120.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -962148.812500 Penalty: 4390.425293
	Iteration 35Q: 3 clusters Score -962148.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -962170.000000 Penalty: 4390.425293
	Iteration 36Q: 3 clusters Score -962170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -962181.375000 Penalty: 4390.425293
	Iteration 37Q: 3 clusters Score -962181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -962196.312500 Penalty: 4390.425293
	Iteration 38Q: 3 clusters Score -962196.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -962202.750000 Penalty: 4390.425293
	Iteration 39Q: 3 clusters Score -962202.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -962212.937500 Penalty: 4390.425293
	Iteration 40F: 3 clusters Score -962212.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -962221.250000 Penalty: 4390.425293
	Iteration 41Q: 3 clusters Score -962221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -962227.125000 Penalty: 4390.425293
	Iteration 42Q: 3 clusters Score -962227.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -962234.375000 Penalty: 4390.425293
	Iteration 43Q: 3 clusters Score -962234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -962240.375000 Penalty: 4390.425293
	Iteration 44Q: 3 clusters Score -962240.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -962242.500000 Penalty: 4390.425293
	Iteration 45Q: 3 clusters Score -962242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -962242.500000 Penalty: 4390.425293
	Iteration 46F: 3 clusters Score -962242.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Entering Unmasked Estep 
Score: -4977256.500000 Penalty: 2606.706543
	Iteration 0F: 2 clusters Score -4977256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4952248.500000 Penalty: 5213.413086
	Iteration 0F: 3 clusters Score -4952248 nChanged 16684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4961911.000000 Penalty: 5213.413086
	Iteration 1F: 3 clusters Score -4961911 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -4962873.000000 Penalty: 5213.413086
	Iteration 2F: 3 clusters Score -4962873 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -4963989.000000 Penalty: 5213.413086
	Iteration 3F: 3 clusters Score -4963989 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -4965037.000000 Penalty: 5213.413086
	Iteration 4F: 3 clusters Score -4965037 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -4966063.000000 Penalty: 5213.413086
	Iteration 5F: 3 clusters Score -4966063 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -4967107.000000 Penalty: 5213.413086
	Iteration 6F: 3 clusters Score -4967107 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -4968134.000000 Penalty: 5213.413086
	Iteration 7F: 3 clusters Score -4968134 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4969153.000000 Penalty: 5213.413086
	Iteration 8Q: 3 clusters Score -4969153 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -4970071.000000 Penalty: 5213.413086
	Iteration 9Q: 3 clusters Score -4970071 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -4970874.000000 Penalty: 5213.413086
	Iteration 10Q: 3 clusters Score -4970874 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -4971399.500000 Penalty: 5213.413086
	Iteration 11Q: 3 clusters Score -4971400 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4971733.500000 Penalty: 5213.413086
	Iteration 12Q: 3 clusters Score -4971734 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4971946.500000 Penalty: 5213.413086
	Iteration 13Q: 3 clusters Score -4971946 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -4972075.000000 Penalty: 5213.413086
	Iteration 14Q: 3 clusters Score -4972075 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4972202.000000 Penalty: 5213.413086
	Iteration 15Q: 3 clusters Score -4972202 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -4972313.500000 Penalty: 5213.413086
	Iteration 16Q: 3 clusters Score -4972314 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4972433.000000 Penalty: 5213.413086
	Iteration 17Q: 3 clusters Score -4972433 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -4972544.000000 Penalty: 5213.413086
	Iteration 18Q: 3 clusters Score -4972544 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -4972650.500000 Penalty: 5213.413086
	Iteration 19Q: 3 clusters Score -4972650 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -4972777.000000 Penalty: 5213.413086
	Iteration 20F: 3 clusters Score -4972777 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -4972879.000000 Penalty: 5213.413086
	Iteration 21Q: 3 clusters Score -4972879 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -4973006.500000 Penalty: 5213.413086
	Iteration 22Q: 3 clusters Score -4973006 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -4973118.000000 Penalty: 5213.413086
	Iteration 23Q: 3 clusters Score -4973118 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -4973243.500000 Penalty: 5213.413086
	Iteration 24Q: 3 clusters Score -4973244 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -4973392.500000 Penalty: 5213.413086
	Iteration 25Q: 3 clusters Score -4973392 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -4973525.500000 Penalty: 5213.413086
	Iteration 26Q: 3 clusters Score -4973526 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -4973639.000000 Penalty: 5213.413086
	Iteration 27Q: 3 clusters Score -4973639 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -4973783.500000 Penalty: 5213.413086
	Iteration 28Q: 3 clusters Score -4973784 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -4973906.500000 Penalty: 5213.413086
	Iteration 29Q: 3 clusters Score -4973906 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4973995.500000 Penalty: 5213.413086
	Iteration 30Q: 3 clusters Score -4973996 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4974096.500000 Penalty: 5213.413086
	Iteration 31Q: 3 clusters Score -4974096 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -4974211.500000 Penalty: 5213.413086
	Iteration 32Q: 3 clusters Score -4974212 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4974300.000000 Penalty: 5213.413086
	Iteration 33Q: 3 clusters Score -4974300 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4974415.000000 Penalty: 5213.413086
	Iteration 34Q: 3 clusters Score -4974415 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4974509.500000 Penalty: 5213.413086
	Iteration 35Q: 3 clusters Score -4974510 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -4974582.500000 Penalty: 5213.413086
	Iteration 36Q: 3 clusters Score -4974582 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4974643.000000 Penalty: 5213.413086
	Iteration 37Q: 3 clusters Score -4974643 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -4974711.000000 Penalty: 5213.413086
	Iteration 38Q: 3 clusters Score -4974711 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4974768.000000 Penalty: 5213.413086
	Iteration 39Q: 3 clusters Score -4974768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4974829.000000 Penalty: 5213.413086
	Iteration 40F: 3 clusters Score -4974829 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4974865.000000 Penalty: 5213.413086
	Iteration 41Q: 3 clusters Score -4974865 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4974891.000000 Penalty: 5213.413086
	Iteration 42Q: 3 clusters Score -4974891 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4974903.500000 Penalty: 5213.413086
	Iteration 43Q: 3 clusters Score -4974904 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4974923.500000 Penalty: 5213.413086
	Iteration 44Q: 3 clusters Score -4974924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4974958.500000 Penalty: 5213.413086
	Iteration 45Q: 3 clusters Score -4974958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4974989.500000 Penalty: 5213.413086
	Iteration 46Q: 3 clusters Score -4974990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4975013.000000 Penalty: 5213.413086
	Iteration 47Q: 3 clusters Score -4975013 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4975043.500000 Penalty: 5213.413086
	Iteration 48Q: 3 clusters Score -4975044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4975074.500000 Penalty: 5213.413086
	Iteration 49Q: 3 clusters Score -4975074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4975092.500000 Penalty: 5213.413086
	Iteration 50Q: 3 clusters Score -4975092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4975116.000000 Penalty: 5213.413086
	Iteration 51Q: 3 clusters Score -4975116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4975135.000000 Penalty: 5213.413086
	Iteration 52Q: 3 clusters Score -4975135 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4975137.500000 Penalty: 5213.413086
	Iteration 53Q: 3 clusters Score -4975138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4975162.500000 Penalty: 5213.413086
	Iteration 54Q: 3 clusters Score -4975162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4975167.500000 Penalty: 5213.413086
	Iteration 55Q: 3 clusters Score -4975168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4975187.500000 Penalty: 5213.413086
	Iteration 56Q: 3 clusters Score -4975188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4975190.000000 Penalty: 5213.413086
	Iteration 57Q: 3 clusters Score -4975190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4975206.500000 Penalty: 5213.413086
	Iteration 58Q: 3 clusters Score -4975206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4975213.500000 Penalty: 5213.413086
	Iteration 59Q: 3 clusters Score -4975214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4975206.000000 Penalty: 5213.413086
	Iteration 60F: 3 clusters Score -4975206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4975216.000000 Penalty: 5213.413086
	Iteration 61Q: 3 clusters Score -4975216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4975226.500000 Penalty: 5213.413086
	Iteration 62Q: 3 clusters Score -4975226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4975221.000000 Penalty: 5213.413086
	Iteration 63Q: 3 clusters Score -4975221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4975227.000000 Penalty: 5213.413086
	Iteration 64Q: 3 clusters Score -4975227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4975235.000000 Penalty: 5213.413086
	Iteration 65Q: 3 clusters Score -4975235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4975240.500000 Penalty: 5213.413086
	Iteration 66Q: 3 clusters Score -4975240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4975244.000000 Penalty: 5213.413086
	Iteration 67Q: 3 clusters Score -4975244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4975255.000000 Penalty: 5213.413086
	Iteration 68Q: 3 clusters Score -4975255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4975261.000000 Penalty: 5213.413086
	Iteration 69Q: 3 clusters Score -4975261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4975267.500000 Penalty: 5213.413086
	Iteration 70Q: 3 clusters Score -4975268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4975269.500000 Penalty: 5213.413086
	Iteration 71Q: 3 clusters Score -4975270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4975268.500000 Penalty: 5213.413086
	Iteration 72Q: 3 clusters Score -4975268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4975273.000000 Penalty: 5213.413086
	Iteration 73Q: 3 clusters Score -4975273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4975275.000000 Penalty: 5213.413086
	Iteration 74Q: 3 clusters Score -4975275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4975278.500000 Penalty: 5213.413086
	Iteration 75Q: 3 clusters Score -4975278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4975274.500000 Penalty: 5213.413086
	Iteration 76Q: 3 clusters Score -4975274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4975271.500000 Penalty: 5213.413086
	Iteration 77Q: 3 clusters Score -4975272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4975270.500000 Penalty: 5213.413086
	Iteration 78Q: 3 clusters Score -4975270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4975269.000000 Penalty: 5213.413086
	Iteration 79Q: 3 clusters Score -4975269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4975272.000000 Penalty: 5213.413086
	Iteration 80F: 3 clusters Score -4975272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4975273.000000 Penalty: 5213.413086
	Iteration 81Q: 3 clusters Score -4975273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4975277.000000 Penalty: 5213.413086
	Iteration 82Q: 3 clusters Score -4975277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4975277.000000 Penalty: 5213.413086
	Iteration 83F: 3 clusters Score -4975277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -24049.376953 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -24049.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22913.750000 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22913.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22990.005859 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -22990.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23002.894531 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -23002.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23008.939453 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -23008.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23010.455078 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -23010.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23010.455078 Penalty: 2666.138184
	Iteration 5F: 3 clusters Score -23010.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -513324.937500 Penalty: 2050.836182
	Iteration 0F: 2 clusters Score -513324.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -509486.937500 Penalty: 4101.672363
	Iteration 0F: 3 clusters Score -509486.9 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -510401.343750 Penalty: 4101.672363
	Iteration 1F: 3 clusters Score -510401.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -510654.718750 Penalty: 4101.672363
	Iteration 2F: 3 clusters Score -510654.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -510811.468750 Penalty: 4101.672363
	Iteration 3F: 3 clusters Score -510811.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -510965.000000 Penalty: 4101.672363
	Iteration 4Q: 3 clusters Score -510965 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -511069.562500 Penalty: 4101.672363
	Iteration 5Q: 3 clusters Score -511069.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -511144.625000 Penalty: 4101.672363
	Iteration 6Q: 3 clusters Score -511144.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -511210.625000 Penalty: 4101.672363
	Iteration 7Q: 3 clusters Score -511210.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -511273.562500 Penalty: 4101.672363
	Iteration 8Q: 3 clusters Score -511273.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -511333.687500 Penalty: 4101.672363
	Iteration 9Q: 3 clusters Score -511333.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -511384.875000 Penalty: 4101.672363
	Iteration 10Q: 3 clusters Score -511384.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -511424.375000 Penalty: 4101.672363
	Iteration 11Q: 3 clusters Score -511424.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -511475.718750 Penalty: 4101.672363
	Iteration 12Q: 3 clusters Score -511475.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -511526.125000 Penalty: 4101.672363
	Iteration 13Q: 3 clusters Score -511526.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -511567.625000 Penalty: 4101.672363
	Iteration 14Q: 3 clusters Score -511567.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -511595.687500 Penalty: 4101.672363
	Iteration 15Q: 3 clusters Score -511595.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -511622.218750 Penalty: 4101.672363
	Iteration 16Q: 3 clusters Score -511622.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -511644.750000 Penalty: 4101.672363
	Iteration 17Q: 3 clusters Score -511644.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -511673.437500 Penalty: 4101.672363
	Iteration 18Q: 3 clusters Score -511673.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -511697.625000 Penalty: 4101.672363
	Iteration 19Q: 3 clusters Score -511697.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -511713.781250 Penalty: 4101.672363
	Iteration 20F: 3 clusters Score -511713.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -511723.156250 Penalty: 4101.672363
	Iteration 21Q: 3 clusters Score -511723.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -511732.562500 Penalty: 4101.672363
	Iteration 22Q: 3 clusters Score -511732.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -511740.187500 Penalty: 4101.672363
	Iteration 23Q: 3 clusters Score -511740.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -511745.562500 Penalty: 4101.672363
	Iteration 24Q: 3 clusters Score -511745.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -511751.937500 Penalty: 4101.672363
	Iteration 25Q: 3 clusters Score -511751.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -511759.937500 Penalty: 4101.672363
	Iteration 26Q: 3 clusters Score -511759.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -511775.156250 Penalty: 4101.672363
	Iteration 27Q: 3 clusters Score -511775.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -511788.062500 Penalty: 4101.672363
	Iteration 28Q: 3 clusters Score -511788.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -511792.718750 Penalty: 4101.672363
	Iteration 29Q: 3 clusters Score -511792.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -511797.031250 Penalty: 4101.672363
	Iteration 30Q: 3 clusters Score -511797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -511799.687500 Penalty: 4101.672363
	Iteration 31Q: 3 clusters Score -511799.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -511805.562500 Penalty: 4101.672363
	Iteration 32Q: 3 clusters Score -511805.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -511814.718750 Penalty: 4101.672363
	Iteration 33Q: 3 clusters Score -511814.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -511820.843750 Penalty: 4101.672363
	Iteration 34Q: 3 clusters Score -511820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -511825.062500 Penalty: 4101.672363
	Iteration 35Q: 3 clusters Score -511825.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -511832.500000 Penalty: 4101.672363
	Iteration 36Q: 3 clusters Score -511832.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -511840.187500 Penalty: 4101.672363
	Iteration 37Q: 3 clusters Score -511840.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -511846.781250 Penalty: 4101.672363
	Iteration 38Q: 3 clusters Score -511846.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -511853.812500 Penalty: 4101.672363
	Iteration 39Q: 3 clusters Score -511853.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -511861.093750 Penalty: 4101.672363
	Iteration 40F: 3 clusters Score -511861.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -511865.593750 Penalty: 4101.672363
	Iteration 41Q: 3 clusters Score -511865.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -511872.312500 Penalty: 4101.672363
	Iteration 42Q: 3 clusters Score -511872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -511873.156250 Penalty: 4101.672363
	Iteration 43Q: 3 clusters Score -511873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -511874.812500 Penalty: 4101.672363
	Iteration 44Q: 3 clusters Score -511874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -511874.937500 Penalty: 4101.672363
	Iteration 45Q: 3 clusters Score -511874.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -511874.562500 Penalty: 4101.672363
	Iteration 46Q: 3 clusters Score -511874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -511875.281250 Penalty: 4101.672363
	Iteration 47Q: 3 clusters Score -511875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -511877.750000 Penalty: 4101.672363
	Iteration 48Q: 3 clusters Score -511877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -511878.468750 Penalty: 4101.672363
	Iteration 49Q: 3 clusters Score -511878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -511878.687500 Penalty: 4101.672363
	Iteration 50Q: 3 clusters Score -511878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -511878.687500 Penalty: 4101.672363
	Iteration 51F: 3 clusters Score -511878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -158648.625000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156603.375000 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156603.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -156948.421875 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -156948.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -157092.765625 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157092.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -157211.531250 Penalty: 3509.601318
	Iteration 3F: 3 clusters Score -157211.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -157292.640625 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -157292.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -157351.218750 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157351.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -157390.359375 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157390.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -157432.968750 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -157461.187500 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157461.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -157482.078125 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157482.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -157494.187500 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157494.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -157519.187500 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -157519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -157547.171875 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -157547.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -157569.671875 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -157569.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -157579.218750 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -157579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -157581.265625 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -157581.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -157581.515625 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -157581.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -157581.515625 Penalty: 3509.601318
	Iteration 17F: 3 clusters Score -157581.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (138759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138759 members 
Entering Unmasked Estep 
Score: -19270166.000000 Penalty: 2936.442627
	Iteration 0F: 2 clusters Score -1.927017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -19177428.000000 Penalty: 5872.885254
	Iteration 0F: 3 clusters Score -1.917743e+07 nChanged 66011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 70446 members 
Entering Unmasked Estep 
Score: -19215658.000000 Penalty: 5872.885254
	Iteration 1F: 3 clusters Score -1.921566e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -19216262.000000 Penalty: 5872.885254
	Iteration 2Q: 3 clusters Score -1.921626e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -19216912.000000 Penalty: 5872.885254
	Iteration 3Q: 3 clusters Score -1.921691e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -19217442.000000 Penalty: 5872.885254
	Iteration 4Q: 3 clusters Score -1.921744e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -19218272.000000 Penalty: 5872.885254
	Iteration 5Q: 3 clusters Score -1.921827e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 77853 members 
Entering Unmasked Estep 
Score: -19219358.000000 Penalty: 5872.885254
	Iteration 6Q: 3 clusters Score -1.921936e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -19220900.000000 Penalty: 5872.885254
	Iteration 7Q: 3 clusters Score -1.92209e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -19223532.000000 Penalty: 5872.885254
	Iteration 8Q: 3 clusters Score -1.922353e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 96209 members 
Entering Unmasked Estep 
Score: -19228526.000000 Penalty: 5872.885254
	Iteration 9F: 3 clusters Score -1.922853e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 106855 members 
Entering Unmasked Estep 
Score: -19236948.000000 Penalty: 5872.885254
	Iteration 10F: 3 clusters Score -1.923695e+07 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 118792 members 
Entering Unmasked Estep 
Score: -19247856.000000 Penalty: 5872.885254
	Iteration 11F: 3 clusters Score -1.924786e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 129073 members 
Entering Unmasked Estep 
Score: -19258298.000000 Penalty: 5872.885254
	Iteration 12F: 3 clusters Score -1.92583e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 135177 members 
Entering Unmasked Estep 
Score: -19264286.000000 Penalty: 5872.885254
	Iteration 13Q: 3 clusters Score -1.926429e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 137564 members 
Entering Unmasked Estep 
Score: -19266464.000000 Penalty: 5872.885254
	Iteration 14Q: 3 clusters Score -1.926646e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 138280 members 
Entering Unmasked Estep 
Score: -19267120.000000 Penalty: 5872.885254
	Iteration 15Q: 3 clusters Score -1.926712e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 138446 members 
Entering Unmasked Estep 
Score: -19267310.000000 Penalty: 5872.885254
	Iteration 16Q: 3 clusters Score -1.926731e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 138503 members 
Entering Unmasked Estep 
Score: -19267410.000000 Penalty: 5872.885254
	Iteration 17Q: 3 clusters Score -1.926741e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 138525 members 
Entering Unmasked Estep 
Score: -19267432.000000 Penalty: 5872.885254
	Iteration 18Q: 3 clusters Score -1.926743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 138537 members 
Entering Unmasked Estep 
Score: -19267466.000000 Penalty: 5872.885254
	Iteration 19Q: 3 clusters Score -1.926747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 138542 members 
Entering Unmasked Estep 
Score: -19267468.000000 Penalty: 5872.885254
	Iteration 20F: 3 clusters Score -1.926747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 138542 members 
Entering Unmasked Estep 
Score: -19267492.000000 Penalty: 5872.885254
	Iteration 21Q: 3 clusters Score -1.926749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 138546 members 
Entering Unmasked Estep 
Score: -19267514.000000 Penalty: 5872.885254
	Iteration 22Q: 3 clusters Score -1.926751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 138554 members 
Entering Unmasked Estep 
Score: -19267524.000000 Penalty: 5872.885254
	Iteration 23Q: 3 clusters Score -1.926752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 138556 members 
Entering Unmasked Estep 
Score: -19267532.000000 Penalty: 5872.885254
	Iteration 24Q: 3 clusters Score -1.926753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 138558 members 
Entering Unmasked Estep 
Score: -19267538.000000 Penalty: 5872.885254
	Iteration 25Q: 3 clusters Score -1.926754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 138558 members 
Entering Unmasked Estep 
Score: -19267538.000000 Penalty: 5872.885254
	Iteration 26F: 3 clusters Score -1.926754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (86033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86033 members 
Entering Unmasked Estep 
Score: -11919774.000000 Penalty: 2817.896484
	Iteration 0F: 2 clusters Score -1.191977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -11862299.000000 Penalty: 5635.792969
	Iteration 0F: 3 clusters Score -1.18623e+07 nChanged 40378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -11884965.000000 Penalty: 5635.792969
	Iteration 1F: 3 clusters Score -1.188496e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -11885734.000000 Penalty: 5635.792969
	Iteration 2Q: 3 clusters Score -1.188573e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -11886524.000000 Penalty: 5635.792969
	Iteration 3Q: 3 clusters Score -1.188652e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -11887548.000000 Penalty: 5635.792969
	Iteration 4Q: 3 clusters Score -1.188755e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -11888856.000000 Penalty: 5635.792969
	Iteration 5Q: 3 clusters Score -1.188886e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -11890367.000000 Penalty: 5635.792969
	Iteration 6Q: 3 clusters Score -1.189037e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -11892481.000000 Penalty: 5635.792969
	Iteration 7Q: 3 clusters Score -1.189248e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -11894986.000000 Penalty: 5635.792969
	Iteration 8F: 3 clusters Score -1.189499e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -11898020.000000 Penalty: 5635.792969
	Iteration 9F: 3 clusters Score -1.189802e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -11901703.000000 Penalty: 5635.792969
	Iteration 10F: 3 clusters Score -1.19017e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -11905062.000000 Penalty: 5635.792969
	Iteration 11F: 3 clusters Score -1.190506e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -11907240.000000 Penalty: 5635.792969
	Iteration 12Q: 3 clusters Score -1.190724e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -11908082.000000 Penalty: 5635.792969
	Iteration 13Q: 3 clusters Score -1.190808e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -11908598.000000 Penalty: 5635.792969
	Iteration 14Q: 3 clusters Score -1.19086e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -11908904.000000 Penalty: 5635.792969
	Iteration 15Q: 3 clusters Score -1.19089e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -11909188.000000 Penalty: 5635.792969
	Iteration 16Q: 3 clusters Score -1.190919e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -11909474.000000 Penalty: 5635.792969
	Iteration 17Q: 3 clusters Score -1.190947e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -11909756.000000 Penalty: 5635.792969
	Iteration 18Q: 3 clusters Score -1.190976e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -11910030.000000 Penalty: 5635.792969
	Iteration 19Q: 3 clusters Score -1.191003e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -11910276.000000 Penalty: 5635.792969
	Iteration 20F: 3 clusters Score -1.191028e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -11910584.000000 Penalty: 5635.792969
	Iteration 21Q: 3 clusters Score -1.191058e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -11910896.000000 Penalty: 5635.792969
	Iteration 22Q: 3 clusters Score -1.19109e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -11911151.000000 Penalty: 5635.792969
	Iteration 23Q: 3 clusters Score -1.191115e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -11911400.000000 Penalty: 5635.792969
	Iteration 24Q: 3 clusters Score -1.19114e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -11911591.000000 Penalty: 5635.792969
	Iteration 25Q: 3 clusters Score -1.191159e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -11911909.000000 Penalty: 5635.792969
	Iteration 26Q: 3 clusters Score -1.191191e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -11912144.000000 Penalty: 5635.792969
	Iteration 27Q: 3 clusters Score -1.191214e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -11912391.000000 Penalty: 5635.792969
	Iteration 28Q: 3 clusters Score -1.191239e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -11912678.000000 Penalty: 5635.792969
	Iteration 29Q: 3 clusters Score -1.191268e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -11912915.000000 Penalty: 5635.792969
	Iteration 30Q: 3 clusters Score -1.191292e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -11913215.000000 Penalty: 5635.792969
	Iteration 31Q: 3 clusters Score -1.191322e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -11913523.000000 Penalty: 5635.792969
	Iteration 32Q: 3 clusters Score -1.191352e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
Score: -11913794.000000 Penalty: 5635.792969
	Iteration 33Q: 3 clusters Score -1.191379e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 72361 members 
Entering Unmasked Estep 
Score: -11914106.000000 Penalty: 5635.792969
	Iteration 34Q: 3 clusters Score -1.191411e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -11914364.000000 Penalty: 5635.792969
	Iteration 35Q: 3 clusters Score -1.191436e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -11914592.000000 Penalty: 5635.792969
	Iteration 36Q: 3 clusters Score -1.191459e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -11914803.000000 Penalty: 5635.792969
	Iteration 37Q: 3 clusters Score -1.19148e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -11915080.000000 Penalty: 5635.792969
	Iteration 38Q: 3 clusters Score -1.191508e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -11915324.000000 Penalty: 5635.792969
	Iteration 39Q: 3 clusters Score -1.191532e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -11915544.000000 Penalty: 5635.792969
	Iteration 40F: 3 clusters Score -1.191554e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -11915773.000000 Penalty: 5635.792969
	Iteration 41Q: 3 clusters Score -1.191577e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 78640 members 
Entering Unmasked Estep 
Score: -11915991.000000 Penalty: 5635.792969
	Iteration 42Q: 3 clusters Score -1.191599e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
Score: -11916275.000000 Penalty: 5635.792969
	Iteration 43Q: 3 clusters Score -1.191628e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -11916466.000000 Penalty: 5635.792969
	Iteration 44Q: 3 clusters Score -1.191647e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -11916659.000000 Penalty: 5635.792969
	Iteration 45Q: 3 clusters Score -1.191666e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -11916787.000000 Penalty: 5635.792969
	Iteration 46Q: 3 clusters Score -1.191679e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -11916870.000000 Penalty: 5635.792969
	Iteration 47Q: 3 clusters Score -1.191687e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -11916987.000000 Penalty: 5635.792969
	Iteration 48Q: 3 clusters Score -1.191699e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
Score: -11917095.000000 Penalty: 5635.792969
	Iteration 49Q: 3 clusters Score -1.19171e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 82117 members 
Entering Unmasked Estep 
Score: -11917176.000000 Penalty: 5635.792969
	Iteration 50Q: 3 clusters Score -1.191718e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -11917249.000000 Penalty: 5635.792969
	Iteration 51Q: 3 clusters Score -1.191725e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -11917324.000000 Penalty: 5635.792969
	Iteration 52Q: 3 clusters Score -1.191732e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -11917369.000000 Penalty: 5635.792969
	Iteration 53Q: 3 clusters Score -1.191737e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
Score: -11917410.000000 Penalty: 5635.792969
	Iteration 54Q: 3 clusters Score -1.191741e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
Score: -11917409.000000 Penalty: 5635.792969
	Iteration 55Q: 3 clusters Score -1.191741e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -11917427.000000 Penalty: 5635.792969
	Iteration 56Q: 3 clusters Score -1.191743e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 83186 members 
Entering Unmasked Estep 
Score: -11917449.000000 Penalty: 5635.792969
	Iteration 57Q: 3 clusters Score -1.191745e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -11917490.000000 Penalty: 5635.792969
	Iteration 58Q: 3 clusters Score -1.191749e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -11917504.000000 Penalty: 5635.792969
	Iteration 59Q: 3 clusters Score -1.19175e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -11917519.000000 Penalty: 5635.792969
	Iteration 60F: 3 clusters Score -1.191752e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -11917536.000000 Penalty: 5635.792969
	Iteration 61Q: 3 clusters Score -1.191754e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 83566 members 
Entering Unmasked Estep 
Score: -11917543.000000 Penalty: 5635.792969
	Iteration 62Q: 3 clusters Score -1.191754e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -11917541.000000 Penalty: 5635.792969
	Iteration 63Q: 3 clusters Score -1.191754e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -11917570.000000 Penalty: 5635.792969
	Iteration 64Q: 3 clusters Score -1.191757e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -11917568.000000 Penalty: 5635.792969
	Iteration 65Q: 3 clusters Score -1.191757e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -11917609.000000 Penalty: 5635.792969
	Iteration 66Q: 3 clusters Score -1.191761e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -11917605.000000 Penalty: 5635.792969
	Iteration 67Q: 3 clusters Score -1.19176e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -11917593.000000 Penalty: 5635.792969
	Iteration 68Q: 3 clusters Score -1.191759e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -11917600.000000 Penalty: 5635.792969
	Iteration 69Q: 3 clusters Score -1.19176e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -11917601.000000 Penalty: 5635.792969
	Iteration 70Q: 3 clusters Score -1.19176e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -11917631.000000 Penalty: 5635.792969
	Iteration 71Q: 3 clusters Score -1.191763e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 83939 members 
Entering Unmasked Estep 
Score: -11917641.000000 Penalty: 5635.792969
	Iteration 72Q: 3 clusters Score -1.191764e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -11917645.000000 Penalty: 5635.792969
	Iteration 73Q: 3 clusters Score -1.191764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -11917658.000000 Penalty: 5635.792969
	Iteration 74Q: 3 clusters Score -1.191766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -11917662.000000 Penalty: 5635.792969
	Iteration 75Q: 3 clusters Score -1.191766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 84028 members 
Entering Unmasked Estep 
Score: -11917659.000000 Penalty: 5635.792969
	Iteration 76Q: 3 clusters Score -1.191766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -11917651.000000 Penalty: 5635.792969
	Iteration 77Q: 3 clusters Score -1.191765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 84052 members 
Entering Unmasked Estep 
Score: -11917660.000000 Penalty: 5635.792969
	Iteration 78Q: 3 clusters Score -1.191766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -11917651.000000 Penalty: 5635.792969
	Iteration 79Q: 3 clusters Score -1.191765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -11917662.000000 Penalty: 5635.792969
	Iteration 80F: 3 clusters Score -1.191766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -11917661.000000 Penalty: 5635.792969
	Iteration 81Q: 3 clusters Score -1.191766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -11917653.000000 Penalty: 5635.792969
	Iteration 82Q: 3 clusters Score -1.191765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -11917663.000000 Penalty: 5635.792969
	Iteration 83Q: 3 clusters Score -1.191766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -11917694.000000 Penalty: 5635.792969
	Iteration 84Q: 3 clusters Score -1.191769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -11917698.000000 Penalty: 5635.792969
	Iteration 85Q: 3 clusters Score -1.19177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
Score: -11917710.000000 Penalty: 5635.792969
	Iteration 86Q: 3 clusters Score -1.191771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -11917716.000000 Penalty: 5635.792969
	Iteration 87Q: 3 clusters Score -1.191772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -11917723.000000 Penalty: 5635.792969
	Iteration 88Q: 3 clusters Score -1.191772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -11917716.000000 Penalty: 5635.792969
	Iteration 89Q: 3 clusters Score -1.191772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -11917724.000000 Penalty: 5635.792969
	Iteration 90Q: 3 clusters Score -1.191772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -11917712.000000 Penalty: 5635.792969
	Iteration 91Q: 3 clusters Score -1.191771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -11917720.000000 Penalty: 5635.792969
	Iteration 92Q: 3 clusters Score -1.191772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -11917721.000000 Penalty: 5635.792969
	Iteration 93Q: 3 clusters Score -1.191772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -11917713.000000 Penalty: 5635.792969
	Iteration 94Q: 3 clusters Score -1.191771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 84214 members 
Entering Unmasked Estep 
Score: -11917712.000000 Penalty: 5635.792969
	Iteration 95Q: 3 clusters Score -1.191771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -11917718.000000 Penalty: 5635.792969
	Iteration 96Q: 3 clusters Score -1.191772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
Score: -11917722.000000 Penalty: 5635.792969
	Iteration 97Q: 3 clusters Score -1.191772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -11917729.000000 Penalty: 5635.792969
	Iteration 98Q: 3 clusters Score -1.191773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -11917726.000000 Penalty: 5635.792969
	Iteration 99Q: 3 clusters Score -1.191773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -11917729.000000 Penalty: 5635.792969
	Iteration 100F: 3 clusters Score -1.191773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -11917730.000000 Penalty: 5635.792969
	Iteration 101Q: 3 clusters Score -1.191773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 84283 members 
Entering Unmasked Estep 
Score: -11917738.000000 Penalty: 5635.792969
	Iteration 102Q: 3 clusters Score -1.191774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -11917741.000000 Penalty: 5635.792969
	Iteration 103Q: 3 clusters Score -1.191774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -11917741.000000 Penalty: 5635.792969
	Iteration 104Q: 3 clusters Score -1.191774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 84298 members 
Entering Unmasked Estep 
Score: -11917742.000000 Penalty: 5635.792969
	Iteration 105Q: 3 clusters Score -1.191774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -11917740.000000 Penalty: 5635.792969
	Iteration 106Q: 3 clusters Score -1.191774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -11917741.000000 Penalty: 5635.792969
	Iteration 107Q: 3 clusters Score -1.191774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -11917745.000000 Penalty: 5635.792969
	Iteration 108Q: 3 clusters Score -1.191774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 84306 members 
Entering Unmasked Estep 
Score: -11917744.000000 Penalty: 5635.792969
	Iteration 109Q: 3 clusters Score -1.191774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 84307 members 
Entering Unmasked Estep 
Score: -11917746.000000 Penalty: 5635.792969
	Iteration 110Q: 3 clusters Score -1.191775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 84307 members 
Entering Unmasked Estep 
Score: -11917746.000000 Penalty: 5635.792969
	Iteration 111F: 3 clusters Score -1.191775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -160521.531250 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -160521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -158543.859375 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -158543.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -159048.406250 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -159048.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -159230.312500 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -159230.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -159355.265625 Penalty: 3522.022705
	Iteration 3F: 3 clusters Score -159355.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -159456.203125 Penalty: 3522.022705
	Iteration 4F: 3 clusters Score -159456.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -159529.859375 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -159529.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -159569.265625 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -159569.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -159591.578125 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -159591.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -159606.656250 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -159606.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -159616.078125 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -159616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -159617.687500 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -159617.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -159621.515625 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -159621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -159623.140625 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -159623.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -159624.156250 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -159624.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -159624.156250 Penalty: 3522.022705
	Iteration 14F: 3 clusters Score -159624.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -13573.099609 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -13573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12694.040039 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -12694.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12702.023438 Penalty: 2386.843506
	Iteration 1Q: 3 clusters Score -12702.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12708.492188 Penalty: 2386.843506
	Iteration 2Q: 3 clusters Score -12708.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12708.492188 Penalty: 2386.843506
	Iteration 3F: 3 clusters Score -12708.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (81720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81720 members 
Entering Unmasked Estep 
Score: -11378766.000000 Penalty: 2805.141357
	Iteration 0F: 2 clusters Score -1.137877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -11324268.000000 Penalty: 5610.282715
	Iteration 0F: 3 clusters Score -1.132427e+07 nChanged 38228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -11345473.000000 Penalty: 5610.282715
	Iteration 1F: 3 clusters Score -1.134547e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -11346198.000000 Penalty: 5610.282715
	Iteration 2Q: 3 clusters Score -1.13462e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -11347046.000000 Penalty: 5610.282715
	Iteration 3Q: 3 clusters Score -1.134705e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -11348158.000000 Penalty: 5610.282715
	Iteration 4Q: 3 clusters Score -1.134816e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -11349587.000000 Penalty: 5610.282715
	Iteration 5Q: 3 clusters Score -1.134959e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -11351528.000000 Penalty: 5610.282715
	Iteration 6Q: 3 clusters Score -1.135153e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -11354019.000000 Penalty: 5610.282715
	Iteration 7F: 3 clusters Score -1.135402e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -11357356.000000 Penalty: 5610.282715
	Iteration 8F: 3 clusters Score -1.135736e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -11361430.000000 Penalty: 5610.282715
	Iteration 9F: 3 clusters Score -1.136143e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -11365088.000000 Penalty: 5610.282715
	Iteration 10F: 3 clusters Score -1.136509e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -11367132.000000 Penalty: 5610.282715
	Iteration 11Q: 3 clusters Score -1.136713e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -11368271.000000 Penalty: 5610.282715
	Iteration 12Q: 3 clusters Score -1.136827e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -11369072.000000 Penalty: 5610.282715
	Iteration 13Q: 3 clusters Score -1.136907e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -11369744.000000 Penalty: 5610.282715
	Iteration 14Q: 3 clusters Score -1.136974e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -11370428.000000 Penalty: 5610.282715
	Iteration 15Q: 3 clusters Score -1.137043e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -11371039.000000 Penalty: 5610.282715
	Iteration 16Q: 3 clusters Score -1.137104e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -11371579.000000 Penalty: 5610.282715
	Iteration 17Q: 3 clusters Score -1.137158e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -11372118.000000 Penalty: 5610.282715
	Iteration 18Q: 3 clusters Score -1.137212e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -11372608.000000 Penalty: 5610.282715
	Iteration 19Q: 3 clusters Score -1.137261e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -11372988.000000 Penalty: 5610.282715
	Iteration 20F: 3 clusters Score -1.137299e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -11373445.000000 Penalty: 5610.282715
	Iteration 21Q: 3 clusters Score -1.137344e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -11373871.000000 Penalty: 5610.282715
	Iteration 22Q: 3 clusters Score -1.137387e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -11374220.000000 Penalty: 5610.282715
	Iteration 23Q: 3 clusters Score -1.137422e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -11374567.000000 Penalty: 5610.282715
	Iteration 24Q: 3 clusters Score -1.137457e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 73810 members 
Entering Unmasked Estep 
Score: -11374848.000000 Penalty: 5610.282715
	Iteration 25Q: 3 clusters Score -1.137485e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -11375164.000000 Penalty: 5610.282715
	Iteration 26Q: 3 clusters Score -1.137516e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 75326 members 
Entering Unmasked Estep 
Score: -11375477.000000 Penalty: 5610.282715
	Iteration 27Q: 3 clusters Score -1.137548e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -11375757.000000 Penalty: 5610.282715
	Iteration 28Q: 3 clusters Score -1.137576e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -11376012.000000 Penalty: 5610.282715
	Iteration 29Q: 3 clusters Score -1.137601e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -11376229.000000 Penalty: 5610.282715
	Iteration 30Q: 3 clusters Score -1.137623e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -11376408.000000 Penalty: 5610.282715
	Iteration 31Q: 3 clusters Score -1.137641e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -11376537.000000 Penalty: 5610.282715
	Iteration 32Q: 3 clusters Score -1.137654e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -11376677.000000 Penalty: 5610.282715
	Iteration 33Q: 3 clusters Score -1.137668e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -11376794.000000 Penalty: 5610.282715
	Iteration 34Q: 3 clusters Score -1.137679e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -11376940.000000 Penalty: 5610.282715
	Iteration 35Q: 3 clusters Score -1.137694e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -11377010.000000 Penalty: 5610.282715
	Iteration 36Q: 3 clusters Score -1.137701e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -11377084.000000 Penalty: 5610.282715
	Iteration 37Q: 3 clusters Score -1.137708e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -11377123.000000 Penalty: 5610.282715
	Iteration 38Q: 3 clusters Score -1.137712e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -11377134.000000 Penalty: 5610.282715
	Iteration 39Q: 3 clusters Score -1.137713e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -11377175.000000 Penalty: 5610.282715
	Iteration 40F: 3 clusters Score -1.137718e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -11377190.000000 Penalty: 5610.282715
	Iteration 41Q: 3 clusters Score -1.137719e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -11377223.000000 Penalty: 5610.282715
	Iteration 42Q: 3 clusters Score -1.137722e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -11377236.000000 Penalty: 5610.282715
	Iteration 43Q: 3 clusters Score -1.137724e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -11377260.000000 Penalty: 5610.282715
	Iteration 44Q: 3 clusters Score -1.137726e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 79881 members 
Entering Unmasked Estep 
Score: -11377270.000000 Penalty: 5610.282715
	Iteration 45Q: 3 clusters Score -1.137727e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 79910 members 
Entering Unmasked Estep 
Score: -11377260.000000 Penalty: 5610.282715
	Iteration 46Q: 3 clusters Score -1.137726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -11377267.000000 Penalty: 5610.282715
	Iteration 47Q: 3 clusters Score -1.137727e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 79959 members 
Entering Unmasked Estep 
Score: -11377264.000000 Penalty: 5610.282715
	Iteration 48Q: 3 clusters Score -1.137726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -11377254.000000 Penalty: 5610.282715
	Iteration 49Q: 3 clusters Score -1.137725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -11377246.000000 Penalty: 5610.282715
	Iteration 50Q: 3 clusters Score -1.137725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 79998 members 
Entering Unmasked Estep 
Score: -11377253.000000 Penalty: 5610.282715
	Iteration 51Q: 3 clusters Score -1.137725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 80013 members 
Entering Unmasked Estep 
Score: -11377259.000000 Penalty: 5610.282715
	Iteration 52Q: 3 clusters Score -1.137726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 80027 members 
Entering Unmasked Estep 
Score: -11377259.000000 Penalty: 5610.282715
	Iteration 53Q: 3 clusters Score -1.137726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -11377261.000000 Penalty: 5610.282715
	Iteration 54Q: 3 clusters Score -1.137726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -11377273.000000 Penalty: 5610.282715
	Iteration 55Q: 3 clusters Score -1.137727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -11377282.000000 Penalty: 5610.282715
	Iteration 56Q: 3 clusters Score -1.137728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -11377286.000000 Penalty: 5610.282715
	Iteration 57Q: 3 clusters Score -1.137729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -11377278.000000 Penalty: 5610.282715
	Iteration 58Q: 3 clusters Score -1.137728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -11377283.000000 Penalty: 5610.282715
	Iteration 59Q: 3 clusters Score -1.137728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -11377295.000000 Penalty: 5610.282715
	Iteration 60F: 3 clusters Score -1.13773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -11377305.000000 Penalty: 5610.282715
	Iteration 61Q: 3 clusters Score -1.13773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 80093 members 
Entering Unmasked Estep 
Score: -11377304.000000 Penalty: 5610.282715
	Iteration 62Q: 3 clusters Score -1.13773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -11377300.000000 Penalty: 5610.282715
	Iteration 63Q: 3 clusters Score -1.13773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -11377299.000000 Penalty: 5610.282715
	Iteration 64Q: 3 clusters Score -1.13773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -11377301.000000 Penalty: 5610.282715
	Iteration 65Q: 3 clusters Score -1.13773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 80104 members 
Entering Unmasked Estep 
Score: -11377305.000000 Penalty: 5610.282715
	Iteration 66Q: 3 clusters Score -1.13773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -11377306.000000 Penalty: 5610.282715
	Iteration 67Q: 3 clusters Score -1.137731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -11377308.000000 Penalty: 5610.282715
	Iteration 68Q: 3 clusters Score -1.137731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 80113 members 
Entering Unmasked Estep 
Score: -11377305.000000 Penalty: 5610.282715
	Iteration 69Q: 3 clusters Score -1.13773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -11377307.000000 Penalty: 5610.282715
	Iteration 70Q: 3 clusters Score -1.137731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -11377298.000000 Penalty: 5610.282715
	Iteration 71Q: 3 clusters Score -1.13773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -11377298.000000 Penalty: 5610.282715
	Iteration 72Q: 3 clusters Score -1.13773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -11377298.000000 Penalty: 5610.282715
	Iteration 73F: 3 clusters Score -1.13773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -23335.710938 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -23335.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22203.511719 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -22203.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22256.179688 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -22256.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22313.648438 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -22313.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22353.658203 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -22353.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22363.863281 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -22363.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22363.863281 Penalty: 2632.900635
	Iteration 5F: 3 clusters Score -22363.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 154385 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55423 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 138502 members 
Mstep: Class 9 contains 12445 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 155784 members 
Mstep: Class 14 contains 93707 members 
Mstep: Class 15 contains 6986 members 
Mstep: Class 16 contains 36714 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 138759 members 
Mstep: Class 21 contains 86033 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81720 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457792.000000 Penalty: 85743.609375
Iteration 239Q: 26 clusters Score -1.374578e+08 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 153988 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55480 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 137823 members 
Mstep: Class 9 contains 12375 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 155214 members 
Mstep: Class 14 contains 93495 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 36664 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3906 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 141760 members 
Mstep: Class 21 contains 85441 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81448 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458128.000000 Penalty: 85743.609375
Iteration 240F: 26 clusters Score -1.374581e+08 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 153459 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4339 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55519 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 137103 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 154794 members 
Mstep: Class 14 contains 93272 members 
Mstep: Class 15 contains 6811 members 
Mstep: Class 16 contains 36616 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 144750 members 
Mstep: Class 21 contains 84860 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81203 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458608.000000 Penalty: 85743.609375
Iteration 241Q: 26 clusters Score -1.374586e+08 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 152733 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55554 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 136298 members 
Mstep: Class 9 contains 12241 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 154681 members 
Mstep: Class 14 contains 93027 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 36578 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 147787 members 
Mstep: Class 21 contains 84274 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80926 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458944.000000 Penalty: 85743.609375
Iteration 242Q: 26 clusters Score -1.374589e+08 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 151944 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55575 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 135488 members 
Mstep: Class 9 contains 12173 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 154689 members 
Mstep: Class 14 contains 92802 members 
Mstep: Class 15 contains 6622 members 
Mstep: Class 16 contains 36529 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 150764 members 
Mstep: Class 21 contains 83686 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80653 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458912.000000 Penalty: 85743.609375
Iteration 243Q: 26 clusters Score -1.374589e+08 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 151036 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55589 members 
Mstep: Class 7 contains 1225 members 
Mstep: Class 8 contains 134697 members 
Mstep: Class 9 contains 12097 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3019 members 
Mstep: Class 13 contains 154883 members 
Mstep: Class 14 contains 92580 members 
Mstep: Class 15 contains 6538 members 
Mstep: Class 16 contains 36461 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 153716 members 
Mstep: Class 21 contains 83034 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80412 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458944.000000 Penalty: 85743.609375
Iteration 244Q: 26 clusters Score -1.374589e+08 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 150150 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55608 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 8 contains 133925 members 
Mstep: Class 9 contains 12024 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 155249 members 
Mstep: Class 14 contains 92409 members 
Mstep: Class 15 contains 6454 members 
Mstep: Class 16 contains 36390 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 156479 members 
Mstep: Class 21 contains 82348 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80143 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137459024.000000 Penalty: 85743.609375
Iteration 245Q: 26 clusters Score -1.37459e+08 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 149128 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55623 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 8 contains 133168 members 
Mstep: Class 9 contains 11968 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 155689 members 
Mstep: Class 14 contains 92239 members 
Mstep: Class 15 contains 6393 members 
Mstep: Class 16 contains 36322 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 159226 members 
Mstep: Class 21 contains 81634 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79878 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458560.000000 Penalty: 85743.609375
Iteration 246Q: 26 clusters Score -1.374586e+08 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 147881 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55637 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 8 contains 132430 members 
Mstep: Class 9 contains 11927 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3024 members 
Mstep: Class 13 contains 156341 members 
Mstep: Class 14 contains 92112 members 
Mstep: Class 15 contains 6322 members 
Mstep: Class 16 contains 36260 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3857 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 161922 members 
Mstep: Class 21 contains 80898 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79615 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137458160.000000 Penalty: 85743.609375
Iteration 247Q: 26 clusters Score -1.374582e+08 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 146660 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55672 members 
Mstep: Class 7 contains 1222 members 
Mstep: Class 8 contains 131700 members 
Mstep: Class 9 contains 11892 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 13 contains 157100 members 
Mstep: Class 14 contains 91945 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 16 contains 36198 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 164544 members 
Mstep: Class 21 contains 80132 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79391 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457888.000000 Penalty: 85743.609375
Iteration 248Q: 26 clusters Score -1.374579e+08 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 145455 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55677 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 8 contains 130981 members 
Mstep: Class 9 contains 11881 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 157923 members 
Mstep: Class 14 contains 91791 members 
Mstep: Class 15 contains 6102 members 
Mstep: Class 16 contains 36113 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 166997 members 
Mstep: Class 21 contains 79391 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79190 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457200.000000 Penalty: 85743.609375
Iteration 249Q: 26 clusters Score -1.374572e+08 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 144228 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55694 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 130289 members 
Mstep: Class 9 contains 11901 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 158850 members 
Mstep: Class 14 contains 91688 members 
Mstep: Class 15 contains 6014 members 
Mstep: Class 16 contains 36025 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169210 members 
Mstep: Class 21 contains 78690 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78991 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137457104.000000 Penalty: 85743.609375
Iteration 250Q: 26 clusters Score -1.374571e+08 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 142989 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55715 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 129581 members 
Mstep: Class 9 contains 11940 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 159827 members 
Mstep: Class 14 contains 91597 members 
Mstep: Class 15 contains 5940 members 
Mstep: Class 16 contains 35962 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 171247 members 
Mstep: Class 21 contains 78049 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78810 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137456752.000000 Penalty: 85743.609375
Iteration 251Q: 26 clusters Score -1.374568e+08 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 141845 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55735 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 128890 members 
Mstep: Class 9 contains 12013 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 160806 members 
Mstep: Class 14 contains 91495 members 
Mstep: Class 15 contains 5874 members 
Mstep: Class 16 contains 35895 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3821 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173019 members 
Mstep: Class 21 contains 77406 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78670 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455728.000000 Penalty: 85743.609375
Iteration 252Q: 26 clusters Score -1.374557e+08 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 140747 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55725 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 128231 members 
Mstep: Class 9 contains 12088 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3006 members 
Mstep: Class 13 contains 161818 members 
Mstep: Class 14 contains 91439 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 35822 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174613 members 
Mstep: Class 21 contains 76801 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78553 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454544.000000 Penalty: 85743.609375
Iteration 253Q: 26 clusters Score -1.374545e+08 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 139752 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55714 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 127629 members 
Mstep: Class 9 contains 12173 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3005 members 
Mstep: Class 13 contains 162789 members 
Mstep: Class 14 contains 91378 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 35745 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3817 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175985 members 
Mstep: Class 21 contains 76241 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78459 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453552.000000 Penalty: 85743.609375
Iteration 254Q: 26 clusters Score -1.374536e+08 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 138824 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55701 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 127089 members 
Mstep: Class 9 contains 12256 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3005 members 
Mstep: Class 13 contains 163685 members 
Mstep: Class 14 contains 91351 members 
Mstep: Class 15 contains 5763 members 
Mstep: Class 16 contains 35684 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3817 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 177186 members 
Mstep: Class 21 contains 75740 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78384 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453072.000000 Penalty: 85743.609375
Iteration 255Q: 26 clusters Score -1.374531e+08 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 138060 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55673 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 126665 members 
Mstep: Class 9 contains 12354 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2999 members 
Mstep: Class 13 contains 164582 members 
Mstep: Class 14 contains 91330 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 35620 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3811 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 178013 members 
Mstep: Class 21 contains 75274 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78350 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452304.000000 Penalty: 85743.609375
Iteration 256Q: 26 clusters Score -1.374523e+08 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 137372 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55639 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 8 contains 126304 members 
Mstep: Class 9 contains 12432 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 165383 members 
Mstep: Class 14 contains 91361 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 35573 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3815 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 178643 members 
Mstep: Class 21 contains 74870 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78349 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452144.000000 Penalty: 85743.609375
Iteration 257Q: 26 clusters Score -1.374521e+08 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 136719 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 126063 members 
Mstep: Class 9 contains 12538 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3004 members 
Mstep: Class 13 contains 166109 members 
Mstep: Class 14 contains 91362 members 
Mstep: Class 15 contains 5702 members 
Mstep: Class 16 contains 35548 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179110 members 
Mstep: Class 21 contains 74513 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78359 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451792.000000 Penalty: 85743.609375
Iteration 258Q: 26 clusters Score -1.374518e+08 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 136105 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55567 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 125868 members 
Mstep: Class 9 contains 12624 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 166717 members 
Mstep: Class 14 contains 91373 members 
Mstep: Class 15 contains 5697 members 
Mstep: Class 16 contains 35522 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179523 members 
Mstep: Class 21 contains 74213 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78401 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450784.000000 Penalty: 85743.609375
Iteration 259Q: 26 clusters Score -1.374508e+08 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 135601 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55515 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 125652 members 
Mstep: Class 9 contains 12696 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2993 members 
Mstep: Class 13 contains 167278 members 
Mstep: Class 14 contains 91430 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 35491 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3812 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179787 members 
Mstep: Class 21 contains 73963 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78496 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450256.000000 Penalty: 85743.609375
Iteration 260F: 26 clusters Score -1.374503e+08 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 135154 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55471 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 125513 members 
Mstep: Class 9 contains 12780 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2989 members 
Mstep: Class 13 contains 167737 members 
Mstep: Class 14 contains 91488 members 
Mstep: Class 15 contains 5649 members 
Mstep: Class 16 contains 35471 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3817 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179979 members 
Mstep: Class 21 contains 73723 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78593 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449776.000000 Penalty: 85743.609375
Iteration 261Q: 26 clusters Score -1.374498e+08 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 134820 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 125425 members 
Mstep: Class 9 contains 12866 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2980 members 
Mstep: Class 13 contains 168175 members 
Mstep: Class 14 contains 91549 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 35437 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3816 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 180040 members 
Mstep: Class 21 contains 73486 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78688 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449664.000000 Penalty: 85743.609375
Iteration 262Q: 26 clusters Score -1.374497e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 134588 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55391 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 125296 members 
Mstep: Class 9 contains 12968 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2977 members 
Mstep: Class 13 contains 168567 members 
Mstep: Class 14 contains 91623 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 35428 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179965 members 
Mstep: Class 21 contains 73277 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78779 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449312.000000 Penalty: 85743.609375
Iteration 263Q: 26 clusters Score -1.374493e+08 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 134381 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55345 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 125220 members 
Mstep: Class 9 contains 13083 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2977 members 
Mstep: Class 13 contains 168895 members 
Mstep: Class 14 contains 91676 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 35408 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3817 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179863 members 
Mstep: Class 21 contains 73117 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78871 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449136.000000 Penalty: 85743.609375
Iteration 264Q: 26 clusters Score -1.374491e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 134223 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55309 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 125202 members 
Mstep: Class 9 contains 13198 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2972 members 
Mstep: Class 13 contains 169149 members 
Mstep: Class 14 contains 91743 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 35399 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3813 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179669 members 
Mstep: Class 21 contains 72987 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 78965 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449264.000000 Penalty: 85743.609375
Iteration 265Q: 26 clusters Score -1.374493e+08 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 134050 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55273 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 125197 members 
Mstep: Class 9 contains 13296 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2969 members 
Mstep: Class 13 contains 169350 members 
Mstep: Class 14 contains 91824 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 35381 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3819 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179498 members 
Mstep: Class 21 contains 72862 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79064 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449040.000000 Penalty: 85743.609375
Iteration 266Q: 26 clusters Score -1.37449e+08 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 133888 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55232 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 125207 members 
Mstep: Class 9 contains 13388 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2970 members 
Mstep: Class 13 contains 169429 members 
Mstep: Class 14 contains 91919 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 35368 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179406 members 
Mstep: Class 21 contains 72780 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79154 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449152.000000 Penalty: 85743.609375
Iteration 267Q: 26 clusters Score -1.374492e+08 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 133747 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55193 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 125222 members 
Mstep: Class 9 contains 13453 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2969 members 
Mstep: Class 13 contains 169443 members 
Mstep: Class 14 contains 92017 members 
Mstep: Class 15 contains 5629 members 
Mstep: Class 16 contains 35347 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3833 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179363 members 
Mstep: Class 21 contains 72694 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79247 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449072.000000 Penalty: 85743.609375
Iteration 268Q: 26 clusters Score -1.374491e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 133660 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55155 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 125258 members 
Mstep: Class 9 contains 13513 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2970 members 
Mstep: Class 13 contains 169360 members 
Mstep: Class 14 contains 92111 members 
Mstep: Class 15 contains 5629 members 
Mstep: Class 16 contains 35305 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179383 members 
Mstep: Class 21 contains 72618 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79320 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449184.000000 Penalty: 85743.609375
Iteration 269Q: 26 clusters Score -1.374492e+08 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 133588 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55126 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 125322 members 
Mstep: Class 9 contains 13574 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2970 members 
Mstep: Class 13 contains 169211 members 
Mstep: Class 14 contains 92201 members 
Mstep: Class 15 contains 5627 members 
Mstep: Class 16 contains 35249 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179396 members 
Mstep: Class 21 contains 72555 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79408 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449120.000000 Penalty: 85743.609375
Iteration 270Q: 26 clusters Score -1.374491e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 133558 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55086 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 125366 members 
Mstep: Class 9 contains 13656 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2972 members 
Mstep: Class 13 contains 169068 members 
Mstep: Class 14 contains 92276 members 
Mstep: Class 15 contains 5641 members 
Mstep: Class 16 contains 35198 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3842 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179408 members 
Mstep: Class 21 contains 72479 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79481 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448768.000000 Penalty: 85743.609375
Iteration 271Q: 26 clusters Score -1.374488e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 133556 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55044 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 125430 members 
Mstep: Class 9 contains 13734 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2971 members 
Mstep: Class 13 contains 168863 members 
Mstep: Class 14 contains 92380 members 
Mstep: Class 15 contains 5656 members 
Mstep: Class 16 contains 35162 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179375 members 
Mstep: Class 21 contains 72425 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79555 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448544.000000 Penalty: 85743.609375
Iteration 272Q: 26 clusters Score -1.374485e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 133592 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55010 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 125493 members 
Mstep: Class 9 contains 13802 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2970 members 
Mstep: Class 13 contains 168636 members 
Mstep: Class 14 contains 92481 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 35123 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3852 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179324 members 
Mstep: Class 21 contains 72399 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79620 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448800.000000 Penalty: 85743.609375
Iteration 273Q: 26 clusters Score -1.374488e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 133663 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54974 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 125584 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2968 members 
Mstep: Class 13 contains 168422 members 
Mstep: Class 14 contains 92556 members 
Mstep: Class 15 contains 5666 members 
Mstep: Class 16 contains 35085 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3851 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179202 members 
Mstep: Class 21 contains 72379 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79705 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448800.000000 Penalty: 85743.609375
Iteration 274Q: 26 clusters Score -1.374488e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 133729 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54934 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 125708 members 
Mstep: Class 9 contains 13938 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2968 members 
Mstep: Class 13 contains 168214 members 
Mstep: Class 14 contains 92659 members 
Mstep: Class 15 contains 5668 members 
Mstep: Class 16 contains 35039 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 179053 members 
Mstep: Class 21 contains 72342 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79791 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448912.000000 Penalty: 85743.609375
Iteration 275Q: 26 clusters Score -1.374489e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 133787 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54893 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 125839 members 
Mstep: Class 9 contains 13989 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2969 members 
Mstep: Class 13 contains 168001 members 
Mstep: Class 14 contains 92739 members 
Mstep: Class 15 contains 5669 members 
Mstep: Class 16 contains 34994 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3851 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 178896 members 
Mstep: Class 21 contains 72334 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 79901 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448624.000000 Penalty: 85743.609375
Iteration 276Q: 26 clusters Score -1.374486e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 133838 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54860 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 125989 members 
Mstep: Class 9 contains 14039 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2969 members 
Mstep: Class 13 contains 167785 members 
Mstep: Class 14 contains 92812 members 
Mstep: Class 15 contains 5667 members 
Mstep: Class 16 contains 34956 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3854 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 178715 members 
Mstep: Class 21 contains 72341 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80020 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448672.000000 Penalty: 85743.609375
Iteration 277Q: 26 clusters Score -1.374487e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 133892 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54838 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 126138 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2964 members 
Mstep: Class 13 contains 167572 members 
Mstep: Class 14 contains 92877 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 34922 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 178525 members 
Mstep: Class 21 contains 72361 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80126 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448912.000000 Penalty: 85743.609375
Iteration 278Q: 26 clusters Score -1.374489e+08 nChanged 1465
Entering ConstructFrom: 
Score: -137448912.000000 Penalty: 85743.609375
Entering ConstructFrom: 
Trying to split cluster 1 (35078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Entering Unmasked Estep 
Score: -4890770.000000 Penalty: 2595.401611
	Iteration 0F: 2 clusters Score -4890770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -4867017.000000 Penalty: 5190.803223
	Iteration 0F: 3 clusters Score -4867017 nChanged 15849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4875416.500000 Penalty: 5190.803223
	Iteration 1F: 3 clusters Score -4875416 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4875799.000000 Penalty: 5190.803223
	Iteration 2Q: 3 clusters Score -4875799 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4876137.500000 Penalty: 5190.803223
	Iteration 3Q: 3 clusters Score -4876138 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4876456.000000 Penalty: 5190.803223
	Iteration 4Q: 3 clusters Score -4876456 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -4876798.000000 Penalty: 5190.803223
	Iteration 5Q: 3 clusters Score -4876798 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -4877185.500000 Penalty: 5190.803223
	Iteration 6Q: 3 clusters Score -4877186 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -4877674.000000 Penalty: 5190.803223
	Iteration 7Q: 3 clusters Score -4877674 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -4878392.000000 Penalty: 5190.803223
	Iteration 8Q: 3 clusters Score -4878392 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -4879319.500000 Penalty: 5190.803223
	Iteration 9Q: 3 clusters Score -4879320 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -4880545.000000 Penalty: 5190.803223
	Iteration 10F: 3 clusters Score -4880545 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -4882169.000000 Penalty: 5190.803223
	Iteration 11F: 3 clusters Score -4882169 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4884031.000000 Penalty: 5190.803223
	Iteration 12F: 3 clusters Score -4884031 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4885752.500000 Penalty: 5190.803223
	Iteration 13F: 3 clusters Score -4885752 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4887011.500000 Penalty: 5190.803223
	Iteration 14Q: 3 clusters Score -4887012 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4887665.500000 Penalty: 5190.803223
	Iteration 15Q: 3 clusters Score -4887666 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4887988.500000 Penalty: 5190.803223
	Iteration 16Q: 3 clusters Score -4887988 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4888191.500000 Penalty: 5190.803223
	Iteration 17Q: 3 clusters Score -4888192 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4888305.000000 Penalty: 5190.803223
	Iteration 18Q: 3 clusters Score -4888305 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4888370.000000 Penalty: 5190.803223
	Iteration 19Q: 3 clusters Score -4888370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4888408.000000 Penalty: 5190.803223
	Iteration 20F: 3 clusters Score -4888408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4888452.000000 Penalty: 5190.803223
	Iteration 21Q: 3 clusters Score -4888452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4888464.000000 Penalty: 5190.803223
	Iteration 22Q: 3 clusters Score -4888464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4888474.500000 Penalty: 5190.803223
	Iteration 23Q: 3 clusters Score -4888474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4888486.000000 Penalty: 5190.803223
	Iteration 24Q: 3 clusters Score -4888486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4888496.000000 Penalty: 5190.803223
	Iteration 25Q: 3 clusters Score -4888496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4888504.000000 Penalty: 5190.803223
	Iteration 26Q: 3 clusters Score -4888504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4888510.500000 Penalty: 5190.803223
	Iteration 27Q: 3 clusters Score -4888510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4888518.500000 Penalty: 5190.803223
	Iteration 28Q: 3 clusters Score -4888518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4888516.500000 Penalty: 5190.803223
	Iteration 29Q: 3 clusters Score -4888516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4888519.500000 Penalty: 5190.803223
	Iteration 30Q: 3 clusters Score -4888520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4888519.500000 Penalty: 5190.803223
	Iteration 31F: 3 clusters Score -4888520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (133950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133950 members 
Entering Unmasked Estep 
Score: -18443414.000000 Penalty: 2927.694824
	Iteration 0F: 2 clusters Score -1.844341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -18353940.000000 Penalty: 5855.389648
	Iteration 0F: 3 clusters Score -1.835394e+07 nChanged 63821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -18391294.000000 Penalty: 5855.389648
	Iteration 1F: 3 clusters Score -1.839129e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -18393370.000000 Penalty: 5855.389648
	Iteration 2Q: 3 clusters Score -1.839337e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -18396660.000000 Penalty: 5855.389648
	Iteration 3Q: 3 clusters Score -1.839666e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -18401296.000000 Penalty: 5855.389648
	Iteration 4F: 3 clusters Score -1.84013e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -18407908.000000 Penalty: 5855.389648
	Iteration 5F: 3 clusters Score -1.840791e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86963 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -18416310.000000 Penalty: 5855.389648
	Iteration 6F: 3 clusters Score -1.841631e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92174 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -18424868.000000 Penalty: 5855.389648
	Iteration 7F: 3 clusters Score -1.842487e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -18430596.000000 Penalty: 5855.389648
	Iteration 8F: 3 clusters Score -1.84306e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98329 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -18432990.000000 Penalty: 5855.389648
	Iteration 9Q: 3 clusters Score -1.843299e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100390 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -18434028.000000 Penalty: 5855.389648
	Iteration 10Q: 3 clusters Score -1.843403e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102221 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -18434954.000000 Penalty: 5855.389648
	Iteration 11Q: 3 clusters Score -1.843495e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -18435568.000000 Penalty: 5855.389648
	Iteration 12Q: 3 clusters Score -1.843557e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -18436220.000000 Penalty: 5855.389648
	Iteration 13Q: 3 clusters Score -1.843622e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -18436740.000000 Penalty: 5855.389648
	Iteration 14Q: 3 clusters Score -1.843674e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108589 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -18437092.000000 Penalty: 5855.389648
	Iteration 15Q: 3 clusters Score -1.843709e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109927 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -18437550.000000 Penalty: 5855.389648
	Iteration 16Q: 3 clusters Score -1.843755e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -18437986.000000 Penalty: 5855.389648
	Iteration 17Q: 3 clusters Score -1.843799e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112278 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -18438328.000000 Penalty: 5855.389648
	Iteration 18Q: 3 clusters Score -1.843833e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113270 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -18438592.000000 Penalty: 5855.389648
	Iteration 19Q: 3 clusters Score -1.843859e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114194 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -18438802.000000 Penalty: 5855.389648
	Iteration 20F: 3 clusters Score -1.84388e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115109 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -18438954.000000 Penalty: 5855.389648
	Iteration 21Q: 3 clusters Score -1.843895e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115939 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -18439180.000000 Penalty: 5855.389648
	Iteration 22Q: 3 clusters Score -1.843918e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116691 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -18439282.000000 Penalty: 5855.389648
	Iteration 23Q: 3 clusters Score -1.843928e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117424 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -18439464.000000 Penalty: 5855.389648
	Iteration 24Q: 3 clusters Score -1.843946e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118103 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -18439592.000000 Penalty: 5855.389648
	Iteration 25Q: 3 clusters Score -1.843959e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118726 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -18439722.000000 Penalty: 5855.389648
	Iteration 26Q: 3 clusters Score -1.843972e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119386 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -18439870.000000 Penalty: 5855.389648
	Iteration 27Q: 3 clusters Score -1.843987e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120032 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -18440028.000000 Penalty: 5855.389648
	Iteration 28Q: 3 clusters Score -1.844003e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120660 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -18440182.000000 Penalty: 5855.389648
	Iteration 29Q: 3 clusters Score -1.844018e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121289 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -18440330.000000 Penalty: 5855.389648
	Iteration 30Q: 3 clusters Score -1.844033e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121890 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -18440398.000000 Penalty: 5855.389648
	Iteration 31Q: 3 clusters Score -1.84404e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122446 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -18440504.000000 Penalty: 5855.389648
	Iteration 32Q: 3 clusters Score -1.84405e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122957 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -18440548.000000 Penalty: 5855.389648
	Iteration 33Q: 3 clusters Score -1.844055e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123432 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -18440666.000000 Penalty: 5855.389648
	Iteration 34Q: 3 clusters Score -1.844067e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123831 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -18440804.000000 Penalty: 5855.389648
	Iteration 35Q: 3 clusters Score -1.84408e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124195 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -18440886.000000 Penalty: 5855.389648
	Iteration 36Q: 3 clusters Score -1.844089e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124500 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -18440884.000000 Penalty: 5855.389648
	Iteration 37Q: 3 clusters Score -1.844088e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124799 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -18440960.000000 Penalty: 5855.389648
	Iteration 38Q: 3 clusters Score -1.844096e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -18440974.000000 Penalty: 5855.389648
	Iteration 39Q: 3 clusters Score -1.844097e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125310 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -18441034.000000 Penalty: 5855.389648
	Iteration 40F: 3 clusters Score -1.844103e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125514 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -18441048.000000 Penalty: 5855.389648
	Iteration 41Q: 3 clusters Score -1.844105e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125718 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -18441064.000000 Penalty: 5855.389648
	Iteration 42Q: 3 clusters Score -1.844106e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125919 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -18441112.000000 Penalty: 5855.389648
	Iteration 43Q: 3 clusters Score -1.844111e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126112 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -18441104.000000 Penalty: 5855.389648
	Iteration 44Q: 3 clusters Score -1.84411e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126307 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -18441152.000000 Penalty: 5855.389648
	Iteration 45Q: 3 clusters Score -1.844115e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126509 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -18441212.000000 Penalty: 5855.389648
	Iteration 46Q: 3 clusters Score -1.844121e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126700 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -18441258.000000 Penalty: 5855.389648
	Iteration 47Q: 3 clusters Score -1.844126e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126882 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -18441280.000000 Penalty: 5855.389648
	Iteration 48Q: 3 clusters Score -1.844128e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127036 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -18441274.000000 Penalty: 5855.389648
	Iteration 49Q: 3 clusters Score -1.844127e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127180 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -18441248.000000 Penalty: 5855.389648
	Iteration 50Q: 3 clusters Score -1.844125e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127304 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -18441260.000000 Penalty: 5855.389648
	Iteration 51Q: 3 clusters Score -1.844126e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127447 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -18441280.000000 Penalty: 5855.389648
	Iteration 52Q: 3 clusters Score -1.844128e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127596 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -18441338.000000 Penalty: 5855.389648
	Iteration 53Q: 3 clusters Score -1.844134e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127756 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -18441376.000000 Penalty: 5855.389648
	Iteration 54Q: 3 clusters Score -1.844138e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127894 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -18441394.000000 Penalty: 5855.389648
	Iteration 55Q: 3 clusters Score -1.844139e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128039 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -18441442.000000 Penalty: 5855.389648
	Iteration 56Q: 3 clusters Score -1.844144e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128168 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -18441468.000000 Penalty: 5855.389648
	Iteration 57Q: 3 clusters Score -1.844147e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128273 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -18441460.000000 Penalty: 5855.389648
	Iteration 58Q: 3 clusters Score -1.844146e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128371 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -18441464.000000 Penalty: 5855.389648
	Iteration 59Q: 3 clusters Score -1.844146e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -18441484.000000 Penalty: 5855.389648
	Iteration 60F: 3 clusters Score -1.844148e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128527 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -18441490.000000 Penalty: 5855.389648
	Iteration 61Q: 3 clusters Score -1.844149e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128580 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -18441490.000000 Penalty: 5855.389648
	Iteration 62Q: 3 clusters Score -1.844149e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128631 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -18441506.000000 Penalty: 5855.389648
	Iteration 63Q: 3 clusters Score -1.844151e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128672 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -18441488.000000 Penalty: 5855.389648
	Iteration 64Q: 3 clusters Score -1.844149e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128716 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -18441496.000000 Penalty: 5855.389648
	Iteration 65Q: 3 clusters Score -1.84415e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128762 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -18441506.000000 Penalty: 5855.389648
	Iteration 66Q: 3 clusters Score -1.844151e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128802 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -18441510.000000 Penalty: 5855.389648
	Iteration 67Q: 3 clusters Score -1.844151e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128848 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -18441510.000000 Penalty: 5855.389648
	Iteration 68Q: 3 clusters Score -1.844151e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128890 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -18441518.000000 Penalty: 5855.389648
	Iteration 69Q: 3 clusters Score -1.844152e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128930 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -18441528.000000 Penalty: 5855.389648
	Iteration 70Q: 3 clusters Score -1.844153e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128969 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -18441520.000000 Penalty: 5855.389648
	Iteration 71Q: 3 clusters Score -1.844152e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129013 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -18441542.000000 Penalty: 5855.389648
	Iteration 72Q: 3 clusters Score -1.844154e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129052 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -18441554.000000 Penalty: 5855.389648
	Iteration 73Q: 3 clusters Score -1.844155e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -18441540.000000 Penalty: 5855.389648
	Iteration 74Q: 3 clusters Score -1.844154e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129125 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -18441562.000000 Penalty: 5855.389648
	Iteration 75Q: 3 clusters Score -1.844156e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129153 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -18441570.000000 Penalty: 5855.389648
	Iteration 76Q: 3 clusters Score -1.844157e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129191 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -18441574.000000 Penalty: 5855.389648
	Iteration 77Q: 3 clusters Score -1.844157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129210 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -18441566.000000 Penalty: 5855.389648
	Iteration 78Q: 3 clusters Score -1.844157e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129238 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -18441566.000000 Penalty: 5855.389648
	Iteration 79Q: 3 clusters Score -1.844157e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129272 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -18441576.000000 Penalty: 5855.389648
	Iteration 80F: 3 clusters Score -1.844158e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129305 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -18441586.000000 Penalty: 5855.389648
	Iteration 81Q: 3 clusters Score -1.844159e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129339 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -18441560.000000 Penalty: 5855.389648
	Iteration 82Q: 3 clusters Score -1.844156e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129372 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -18441574.000000 Penalty: 5855.389648
	Iteration 83Q: 3 clusters Score -1.844157e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129396 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -18441564.000000 Penalty: 5855.389648
	Iteration 84Q: 3 clusters Score -1.844156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129411 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -18441562.000000 Penalty: 5855.389648
	Iteration 85Q: 3 clusters Score -1.844156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129423 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -18441560.000000 Penalty: 5855.389648
	Iteration 86Q: 3 clusters Score -1.844156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129442 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -18441550.000000 Penalty: 5855.389648
	Iteration 87Q: 3 clusters Score -1.844155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129456 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -18441558.000000 Penalty: 5855.389648
	Iteration 88Q: 3 clusters Score -1.844156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129469 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -18441572.000000 Penalty: 5855.389648
	Iteration 89Q: 3 clusters Score -1.844157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129479 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -18441574.000000 Penalty: 5855.389648
	Iteration 90Q: 3 clusters Score -1.844157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129486 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -18441566.000000 Penalty: 5855.389648
	Iteration 91Q: 3 clusters Score -1.844157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129492 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -18441572.000000 Penalty: 5855.389648
	Iteration 92Q: 3 clusters Score -1.844157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129499 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -18441572.000000 Penalty: 5855.389648
	Iteration 93Q: 3 clusters Score -1.844157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129506 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -18441576.000000 Penalty: 5855.389648
	Iteration 94Q: 3 clusters Score -1.844158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129516 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -18441578.000000 Penalty: 5855.389648
	Iteration 95Q: 3 clusters Score -1.844158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129520 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -18441578.000000 Penalty: 5855.389648
	Iteration 96Q: 3 clusters Score -1.844158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129526 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -18441582.000000 Penalty: 5855.389648
	Iteration 97Q: 3 clusters Score -1.844158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129530 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -18441578.000000 Penalty: 5855.389648
	Iteration 98Q: 3 clusters Score -1.844158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129533 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -18441572.000000 Penalty: 5855.389648
	Iteration 99Q: 3 clusters Score -1.844157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129535 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -18441582.000000 Penalty: 5855.389648
	Iteration 100F: 3 clusters Score -1.844158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129537 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -18441576.000000 Penalty: 5855.389648
	Iteration 101Q: 3 clusters Score -1.844158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129537 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -18441576.000000 Penalty: 5855.389648
	Iteration 102F: 3 clusters Score -1.844158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -102035.789062 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -102035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -100253.906250 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -100253.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -100573.226562 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -100573.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100746.523438 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -100746.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100904.210938 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -100904.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101000.195312 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -101000.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101101.703125 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -101101.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -101209.203125 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -101209.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101395.617188 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -101395.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101594.757812 Penalty: 3343.883545
	Iteration 8F: 3 clusters Score -101594.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -101695.976562 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -101696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -101811.179688 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -101811.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -101940.015625 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -101940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102039.070312 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -102039.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102071.804688 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -102071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102079.640625 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -102079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102080.351562 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -102080.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102080.351562 Penalty: 3343.883545
	Iteration 16F: 3 clusters Score -102080.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 133950 members 
Mstep: Class 3 contains 405 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54826 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 126296 members 
Mstep: Class 9 contains 14101 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 167339 members 
Mstep: Class 14 contains 92942 members 
Mstep: Class 15 contains 5667 members 
Mstep: Class 16 contains 34883 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3862 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 178357 members 
Mstep: Class 21 contains 72384 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80216 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 442 members 
Entering Unmasked Estep 
Score: -137447184.000000 Penalty: 89173.351562
Splitting cluster 3 changes total score from -137448912.000000 to -137447184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Entering Unmasked Estep 
Score: -595869.562500 Penalty: 2086.739990
	Iteration 0F: 2 clusters Score -595869.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -591682.500000 Penalty: 4173.479980
	Iteration 0F: 3 clusters Score -591682.5 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -592636.687500 Penalty: 4173.479980
	Iteration 1F: 3 clusters Score -592636.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -592834.000000 Penalty: 4173.479980
	Iteration 2F: 3 clusters Score -592834 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -592987.625000 Penalty: 4173.479980
	Iteration 3Q: 3 clusters Score -592987.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -593115.250000 Penalty: 4173.479980
	Iteration 4Q: 3 clusters Score -593115.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -593220.812500 Penalty: 4173.479980
	Iteration 5Q: 3 clusters Score -593220.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -593322.500000 Penalty: 4173.479980
	Iteration 6Q: 3 clusters Score -593322.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -593410.312500 Penalty: 4173.479980
	Iteration 7Q: 3 clusters Score -593410.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -593490.562500 Penalty: 4173.479980
	Iteration 8Q: 3 clusters Score -593490.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -593559.562500 Penalty: 4173.479980
	Iteration 9Q: 3 clusters Score -593559.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -593621.000000 Penalty: 4173.479980
	Iteration 10Q: 3 clusters Score -593621 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -593683.500000 Penalty: 4173.479980
	Iteration 11Q: 3 clusters Score -593683.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -593747.250000 Penalty: 4173.479980
	Iteration 12Q: 3 clusters Score -593747.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -593811.625000 Penalty: 4173.479980
	Iteration 13Q: 3 clusters Score -593811.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -593853.187500 Penalty: 4173.479980
	Iteration 14Q: 3 clusters Score -593853.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -593891.125000 Penalty: 4173.479980
	Iteration 15Q: 3 clusters Score -593891.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -593939.750000 Penalty: 4173.479980
	Iteration 16Q: 3 clusters Score -593939.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -593974.437500 Penalty: 4173.479980
	Iteration 17Q: 3 clusters Score -593974.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -594003.250000 Penalty: 4173.479980
	Iteration 18Q: 3 clusters Score -594003.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -594043.187500 Penalty: 4173.479980
	Iteration 19Q: 3 clusters Score -594043.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -594082.000000 Penalty: 4173.479980
	Iteration 20F: 3 clusters Score -594082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -594120.062500 Penalty: 4173.479980
	Iteration 21Q: 3 clusters Score -594120.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -594154.125000 Penalty: 4173.479980
	Iteration 22Q: 3 clusters Score -594154.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -594188.750000 Penalty: 4173.479980
	Iteration 23Q: 3 clusters Score -594188.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -594227.000000 Penalty: 4173.479980
	Iteration 24Q: 3 clusters Score -594227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -594260.312500 Penalty: 4173.479980
	Iteration 25Q: 3 clusters Score -594260.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -594292.812500 Penalty: 4173.479980
	Iteration 26Q: 3 clusters Score -594292.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -594315.562500 Penalty: 4173.479980
	Iteration 27Q: 3 clusters Score -594315.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -594334.062500 Penalty: 4173.479980
	Iteration 28Q: 3 clusters Score -594334.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -594342.500000 Penalty: 4173.479980
	Iteration 29Q: 3 clusters Score -594342.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -594352.500000 Penalty: 4173.479980
	Iteration 30Q: 3 clusters Score -594352.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -594368.125000 Penalty: 4173.479980
	Iteration 31Q: 3 clusters Score -594368.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -594377.562500 Penalty: 4173.479980
	Iteration 32Q: 3 clusters Score -594377.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -594383.437500 Penalty: 4173.479980
	Iteration 33Q: 3 clusters Score -594383.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -594393.562500 Penalty: 4173.479980
	Iteration 34Q: 3 clusters Score -594393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -594398.875000 Penalty: 4173.479980
	Iteration 35Q: 3 clusters Score -594398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -594401.437500 Penalty: 4173.479980
	Iteration 36Q: 3 clusters Score -594401.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -594408.375000 Penalty: 4173.479980
	Iteration 37Q: 3 clusters Score -594408.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -594416.125000 Penalty: 4173.479980
	Iteration 38Q: 3 clusters Score -594416.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -594421.250000 Penalty: 4173.479980
	Iteration 39Q: 3 clusters Score -594421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -594422.812500 Penalty: 4173.479980
	Iteration 40F: 3 clusters Score -594422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -594425.500000 Penalty: 4173.479980
	Iteration 41Q: 3 clusters Score -594425.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -594430.937500 Penalty: 4173.479980
	Iteration 42Q: 3 clusters Score -594430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -594432.500000 Penalty: 4173.479980
	Iteration 43Q: 3 clusters Score -594432.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -594433.562500 Penalty: 4173.479980
	Iteration 44Q: 3 clusters Score -594433.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -594436.312500 Penalty: 4173.479980
	Iteration 45Q: 3 clusters Score -594436.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -594439.375000 Penalty: 4173.479980
	Iteration 46Q: 3 clusters Score -594439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -594441.187500 Penalty: 4173.479980
	Iteration 47Q: 3 clusters Score -594441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -594441.562500 Penalty: 4173.479980
	Iteration 48Q: 3 clusters Score -594441.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -594441.500000 Penalty: 4173.479980
	Iteration 49Q: 3 clusters Score -594441.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -594441.500000 Penalty: 4173.479980
	Iteration 50F: 3 clusters Score -594441.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -66400.015625 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -66400.02 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 266 members 
Entering Unmasked Estep 
Score: -64814.402344 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -64814.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65121.292969 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -65121.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65276.179688 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -65276.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65338.265625 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -65338.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65392.281250 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -65392.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65430.632812 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -65430.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65456.171875 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -65456.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65492.773438 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -65492.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65522.167969 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -65522.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65542.437500 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -65542.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65571.898438 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -65571.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65590.382812 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -65590.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65593.710938 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -65593.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65594.843750 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -65594.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65596.109375 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -65596.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65599.132812 Penalty: 3116.004150
	Iteration 15Q: 3 clusters Score -65599.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65599.132812 Penalty: 3116.004150
	Iteration 16F: 3 clusters Score -65599.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Entering Unmasked Estep 
Score: -7392408.000000 Penalty: 2706.156006
	Iteration 0F: 2 clusters Score -7392408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -7355575.500000 Penalty: 5412.312012
	Iteration 0F: 3 clusters Score -7355576 nChanged 25316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -7369799.000000 Penalty: 5412.312012
	Iteration 1F: 3 clusters Score -7369799 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -7370438.000000 Penalty: 5412.312012
	Iteration 2Q: 3 clusters Score -7370438 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -7371149.500000 Penalty: 5412.312012
	Iteration 3Q: 3 clusters Score -7371150 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -7371960.000000 Penalty: 5412.312012
	Iteration 4Q: 3 clusters Score -7371960 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -7373029.500000 Penalty: 5412.312012
	Iteration 5Q: 3 clusters Score -7373030 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -7374456.500000 Penalty: 5412.312012
	Iteration 6F: 3 clusters Score -7374456 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -7376086.500000 Penalty: 5412.312012
	Iteration 7F: 3 clusters Score -7376086 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -7377815.500000 Penalty: 5412.312012
	Iteration 8F: 3 clusters Score -7377816 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -7379136.500000 Penalty: 5412.312012
	Iteration 9F: 3 clusters Score -7379136 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -7380042.500000 Penalty: 5412.312012
	Iteration 10Q: 3 clusters Score -7380042 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -7380493.000000 Penalty: 5412.312012
	Iteration 11Q: 3 clusters Score -7380493 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -7380669.500000 Penalty: 5412.312012
	Iteration 12Q: 3 clusters Score -7380670 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -7380776.500000 Penalty: 5412.312012
	Iteration 13Q: 3 clusters Score -7380776 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -7380898.500000 Penalty: 5412.312012
	Iteration 14Q: 3 clusters Score -7380898 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -7380946.500000 Penalty: 5412.312012
	Iteration 15Q: 3 clusters Score -7380946 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -7380986.500000 Penalty: 5412.312012
	Iteration 16Q: 3 clusters Score -7380986 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -7381074.500000 Penalty: 5412.312012
	Iteration 17Q: 3 clusters Score -7381074 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -7381182.500000 Penalty: 5412.312012
	Iteration 18Q: 3 clusters Score -7381182 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -7381296.000000 Penalty: 5412.312012
	Iteration 19Q: 3 clusters Score -7381296 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -7381413.000000 Penalty: 5412.312012
	Iteration 20F: 3 clusters Score -7381413 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -7381639.500000 Penalty: 5412.312012
	Iteration 21Q: 3 clusters Score -7381640 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -7381869.500000 Penalty: 5412.312012
	Iteration 22Q: 3 clusters Score -7381870 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -7382233.500000 Penalty: 5412.312012
	Iteration 23Q: 3 clusters Score -7382234 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -7382697.000000 Penalty: 5412.312012
	Iteration 24Q: 3 clusters Score -7382697 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -7383345.000000 Penalty: 5412.312012
	Iteration 25Q: 3 clusters Score -7383345 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -7384236.500000 Penalty: 5412.312012
	Iteration 26Q: 3 clusters Score -7384236 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -7385350.000000 Penalty: 5412.312012
	Iteration 27Q: 3 clusters Score -7385350 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7386654.500000 Penalty: 5412.312012
	Iteration 28Q: 3 clusters Score -7386654 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -7387905.000000 Penalty: 5412.312012
	Iteration 29Q: 3 clusters Score -7387905 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7388745.500000 Penalty: 5412.312012
	Iteration 30Q: 3 clusters Score -7388746 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7389288.500000 Penalty: 5412.312012
	Iteration 31Q: 3 clusters Score -7389288 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7389568.000000 Penalty: 5412.312012
	Iteration 32Q: 3 clusters Score -7389568 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7389715.500000 Penalty: 5412.312012
	Iteration 33Q: 3 clusters Score -7389716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7389771.500000 Penalty: 5412.312012
	Iteration 34Q: 3 clusters Score -7389772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7389810.000000 Penalty: 5412.312012
	Iteration 35Q: 3 clusters Score -7389810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7389837.500000 Penalty: 5412.312012
	Iteration 36Q: 3 clusters Score -7389838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7389845.500000 Penalty: 5412.312012
	Iteration 37Q: 3 clusters Score -7389846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7389869.000000 Penalty: 5412.312012
	Iteration 38Q: 3 clusters Score -7389869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7389874.500000 Penalty: 5412.312012
	Iteration 39Q: 3 clusters Score -7389874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7389887.500000 Penalty: 5412.312012
	Iteration 40F: 3 clusters Score -7389888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7389898.500000 Penalty: 5412.312012
	Iteration 41Q: 3 clusters Score -7389898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7389912.500000 Penalty: 5412.312012
	Iteration 42Q: 3 clusters Score -7389912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7389919.500000 Penalty: 5412.312012
	Iteration 43Q: 3 clusters Score -7389920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7389938.000000 Penalty: 5412.312012
	Iteration 44Q: 3 clusters Score -7389938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7389941.500000 Penalty: 5412.312012
	Iteration 45Q: 3 clusters Score -7389942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7389949.500000 Penalty: 5412.312012
	Iteration 46Q: 3 clusters Score -7389950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7389945.500000 Penalty: 5412.312012
	Iteration 47Q: 3 clusters Score -7389946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7389945.500000 Penalty: 5412.312012
	Iteration 48F: 3 clusters Score -7389946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -156867.703125 Penalty: 1765.468994
	Iteration 0F: 2 clusters Score -156867.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -154797.250000 Penalty: 3530.937988
	Iteration 0F: 3 clusters Score -154797.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155237.078125 Penalty: 3530.937988
	Iteration 1F: 3 clusters Score -155237.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -155439.140625 Penalty: 3530.937988
	Iteration 2F: 3 clusters Score -155439.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155590.265625 Penalty: 3530.937988
	Iteration 3F: 3 clusters Score -155590.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -155763.921875 Penalty: 3530.937988
	Iteration 4F: 3 clusters Score -155763.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155926.218750 Penalty: 3530.937988
	Iteration 5F: 3 clusters Score -155926.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -156102.640625 Penalty: 3530.937988
	Iteration 6F: 3 clusters Score -156102.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -156243.140625 Penalty: 3530.937988
	Iteration 7Q: 3 clusters Score -156243.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -156319.734375 Penalty: 3530.937988
	Iteration 8Q: 3 clusters Score -156319.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -156359.843750 Penalty: 3530.937988
	Iteration 9Q: 3 clusters Score -156359.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -156411.921875 Penalty: 3530.937988
	Iteration 10Q: 3 clusters Score -156411.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -156454.421875 Penalty: 3530.937988
	Iteration 11Q: 3 clusters Score -156454.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -156490.234375 Penalty: 3530.937988
	Iteration 12Q: 3 clusters Score -156490.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -156511.203125 Penalty: 3530.937988
	Iteration 13Q: 3 clusters Score -156511.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -156530.296875 Penalty: 3530.937988
	Iteration 14Q: 3 clusters Score -156530.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -156546.656250 Penalty: 3530.937988
	Iteration 15Q: 3 clusters Score -156546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -156554.968750 Penalty: 3530.937988
	Iteration 16Q: 3 clusters Score -156555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -156570.546875 Penalty: 3530.937988
	Iteration 17Q: 3 clusters Score -156570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -156575.687500 Penalty: 3530.937988
	Iteration 18Q: 3 clusters Score -156575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -156578.781250 Penalty: 3530.937988
	Iteration 19Q: 3 clusters Score -156578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -156592.265625 Penalty: 3530.937988
	Iteration 20F: 3 clusters Score -156592.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -156635.250000 Penalty: 3530.937988
	Iteration 21Q: 3 clusters Score -156635.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -156642.765625 Penalty: 3530.937988
	Iteration 22Q: 3 clusters Score -156642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -156644.703125 Penalty: 3530.937988
	Iteration 23Q: 3 clusters Score -156644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -156645.343750 Penalty: 3530.937988
	Iteration 24Q: 3 clusters Score -156645.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -156645.343750 Penalty: 3530.937988
	Iteration 25F: 3 clusters Score -156645.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126296 members 
Entering Unmasked Estep 
Score: -17441074.000000 Penalty: 2913.103027
	Iteration 0F: 2 clusters Score -1.744107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -17356578.000000 Penalty: 5826.206055
	Iteration 0F: 3 clusters Score -1.735658e+07 nChanged 60299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -17391352.000000 Penalty: 5826.206055
	Iteration 1F: 3 clusters Score -1.739135e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -17392100.000000 Penalty: 5826.206055
	Iteration 2Q: 3 clusters Score -1.73921e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -17392964.000000 Penalty: 5826.206055
	Iteration 3Q: 3 clusters Score -1.739296e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -17394024.000000 Penalty: 5826.206055
	Iteration 4Q: 3 clusters Score -1.739402e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -17395230.000000 Penalty: 5826.206055
	Iteration 5Q: 3 clusters Score -1.739523e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -17396614.000000 Penalty: 5826.206055
	Iteration 6Q: 3 clusters Score -1.739661e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -17398410.000000 Penalty: 5826.206055
	Iteration 7Q: 3 clusters Score -1.739841e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -17400706.000000 Penalty: 5826.206055
	Iteration 8Q: 3 clusters Score -1.740071e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -17403782.000000 Penalty: 5826.206055
	Iteration 9Q: 3 clusters Score -1.740378e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -17407486.000000 Penalty: 5826.206055
	Iteration 10Q: 3 clusters Score -1.740749e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -17411662.000000 Penalty: 5826.206055
	Iteration 11F: 3 clusters Score -1.741166e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -17415792.000000 Penalty: 5826.206055
	Iteration 12F: 3 clusters Score -1.741579e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -17419344.000000 Penalty: 5826.206055
	Iteration 13Q: 3 clusters Score -1.741934e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -17421568.000000 Penalty: 5826.206055
	Iteration 14Q: 3 clusters Score -1.742157e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -17422694.000000 Penalty: 5826.206055
	Iteration 15Q: 3 clusters Score -1.742269e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -17423476.000000 Penalty: 5826.206055
	Iteration 16Q: 3 clusters Score -1.742348e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 91161 members 
Entering Unmasked Estep 
Score: -17424072.000000 Penalty: 5826.206055
	Iteration 17Q: 3 clusters Score -1.742407e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -17424672.000000 Penalty: 5826.206055
	Iteration 18Q: 3 clusters Score -1.742467e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -17425054.000000 Penalty: 5826.206055
	Iteration 19Q: 3 clusters Score -1.742505e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -17425626.000000 Penalty: 5826.206055
	Iteration 20F: 3 clusters Score -1.742563e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 98667 members 
Entering Unmasked Estep 
Score: -17426318.000000 Penalty: 5826.206055
	Iteration 21Q: 3 clusters Score -1.742632e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 100803 members 
Entering Unmasked Estep 
Score: -17427054.000000 Penalty: 5826.206055
	Iteration 22Q: 3 clusters Score -1.742705e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 103021 members 
Entering Unmasked Estep 
Score: -17427860.000000 Penalty: 5826.206055
	Iteration 23Q: 3 clusters Score -1.742786e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 105238 members 
Entering Unmasked Estep 
Score: -17428788.000000 Penalty: 5826.206055
	Iteration 24Q: 3 clusters Score -1.742879e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 107404 members 
Entering Unmasked Estep 
Score: -17429706.000000 Penalty: 5826.206055
	Iteration 25Q: 3 clusters Score -1.742971e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -17430868.000000 Penalty: 5826.206055
	Iteration 26Q: 3 clusters Score -1.743087e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 111780 members 
Entering Unmasked Estep 
Score: -17431858.000000 Penalty: 5826.206055
	Iteration 27Q: 3 clusters Score -1.743186e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -17432856.000000 Penalty: 5826.206055
	Iteration 28Q: 3 clusters Score -1.743286e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 115589 members 
Entering Unmasked Estep 
Score: -17433848.000000 Penalty: 5826.206055
	Iteration 29Q: 3 clusters Score -1.743385e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -17434692.000000 Penalty: 5826.206055
	Iteration 30Q: 3 clusters Score -1.743469e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 118673 members 
Entering Unmasked Estep 
Score: -17435450.000000 Penalty: 5826.206055
	Iteration 31Q: 3 clusters Score -1.743545e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 119941 members 
Entering Unmasked Estep 
Score: -17436066.000000 Penalty: 5826.206055
	Iteration 32Q: 3 clusters Score -1.743607e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 120986 members 
Entering Unmasked Estep 
Score: -17436604.000000 Penalty: 5826.206055
	Iteration 33Q: 3 clusters Score -1.74366e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 121865 members 
Entering Unmasked Estep 
Score: -17437038.000000 Penalty: 5826.206055
	Iteration 34Q: 3 clusters Score -1.743704e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 122578 members 
Entering Unmasked Estep 
Score: -17437318.000000 Penalty: 5826.206055
	Iteration 35Q: 3 clusters Score -1.743732e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -17437694.000000 Penalty: 5826.206055
	Iteration 36Q: 3 clusters Score -1.743769e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 123603 members 
Entering Unmasked Estep 
Score: -17437890.000000 Penalty: 5826.206055
	Iteration 37Q: 3 clusters Score -1.743789e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 123979 members 
Entering Unmasked Estep 
Score: -17438062.000000 Penalty: 5826.206055
	Iteration 38Q: 3 clusters Score -1.743806e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 124257 members 
Entering Unmasked Estep 
Score: -17438158.000000 Penalty: 5826.206055
	Iteration 39Q: 3 clusters Score -1.743816e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 124459 members 
Entering Unmasked Estep 
Score: -17438268.000000 Penalty: 5826.206055
	Iteration 40F: 3 clusters Score -1.743827e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 124613 members 
Entering Unmasked Estep 
Score: -17438364.000000 Penalty: 5826.206055
	Iteration 41Q: 3 clusters Score -1.743836e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 124751 members 
Entering Unmasked Estep 
Score: -17438414.000000 Penalty: 5826.206055
	Iteration 42Q: 3 clusters Score -1.743841e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
Score: -17438482.000000 Penalty: 5826.206055
	Iteration 43Q: 3 clusters Score -1.743848e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 124911 members 
Entering Unmasked Estep 
Score: -17438532.000000 Penalty: 5826.206055
	Iteration 44Q: 3 clusters Score -1.743853e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 124956 members 
Entering Unmasked Estep 
Score: -17438554.000000 Penalty: 5826.206055
	Iteration 45Q: 3 clusters Score -1.743855e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 125001 members 
Entering Unmasked Estep 
Score: -17438594.000000 Penalty: 5826.206055
	Iteration 46Q: 3 clusters Score -1.743859e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 125030 members 
Entering Unmasked Estep 
Score: -17438602.000000 Penalty: 5826.206055
	Iteration 47Q: 3 clusters Score -1.74386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 125055 members 
Entering Unmasked Estep 
Score: -17438632.000000 Penalty: 5826.206055
	Iteration 48Q: 3 clusters Score -1.743863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 125074 members 
Entering Unmasked Estep 
Score: -17438626.000000 Penalty: 5826.206055
	Iteration 49Q: 3 clusters Score -1.743863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -17438640.000000 Penalty: 5826.206055
	Iteration 50Q: 3 clusters Score -1.743864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 125110 members 
Entering Unmasked Estep 
Score: -17438644.000000 Penalty: 5826.206055
	Iteration 51Q: 3 clusters Score -1.743864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 125124 members 
Entering Unmasked Estep 
Score: -17438658.000000 Penalty: 5826.206055
	Iteration 52Q: 3 clusters Score -1.743866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 125138 members 
Entering Unmasked Estep 
Score: -17438650.000000 Penalty: 5826.206055
	Iteration 53Q: 3 clusters Score -1.743865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 125155 members 
Entering Unmasked Estep 
Score: -17438674.000000 Penalty: 5826.206055
	Iteration 54Q: 3 clusters Score -1.743867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 125166 members 
Entering Unmasked Estep 
Score: -17438666.000000 Penalty: 5826.206055
	Iteration 55Q: 3 clusters Score -1.743867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 125177 members 
Entering Unmasked Estep 
Score: -17438686.000000 Penalty: 5826.206055
	Iteration 56Q: 3 clusters Score -1.743869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 125187 members 
Entering Unmasked Estep 
Score: -17438684.000000 Penalty: 5826.206055
	Iteration 57Q: 3 clusters Score -1.743868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 125196 members 
Entering Unmasked Estep 
Score: -17438694.000000 Penalty: 5826.206055
	Iteration 58Q: 3 clusters Score -1.743869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 125208 members 
Entering Unmasked Estep 
Score: -17438698.000000 Penalty: 5826.206055
	Iteration 59Q: 3 clusters Score -1.74387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 125224 members 
Entering Unmasked Estep 
Score: -17438696.000000 Penalty: 5826.206055
	Iteration 60F: 3 clusters Score -1.74387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 125232 members 
Entering Unmasked Estep 
Score: -17438682.000000 Penalty: 5826.206055
	Iteration 61Q: 3 clusters Score -1.743868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 125245 members 
Entering Unmasked Estep 
Score: -17438698.000000 Penalty: 5826.206055
	Iteration 62Q: 3 clusters Score -1.74387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 125256 members 
Entering Unmasked Estep 
Score: -17438688.000000 Penalty: 5826.206055
	Iteration 63Q: 3 clusters Score -1.743869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 125262 members 
Entering Unmasked Estep 
Score: -17438690.000000 Penalty: 5826.206055
	Iteration 64Q: 3 clusters Score -1.743869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 125264 members 
Entering Unmasked Estep 
Score: -17438690.000000 Penalty: 5826.206055
	Iteration 65Q: 3 clusters Score -1.743869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 125271 members 
Entering Unmasked Estep 
Score: -17438712.000000 Penalty: 5826.206055
	Iteration 66Q: 3 clusters Score -1.743871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 125280 members 
Entering Unmasked Estep 
Score: -17438718.000000 Penalty: 5826.206055
	Iteration 67Q: 3 clusters Score -1.743872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 125289 members 
Entering Unmasked Estep 
Score: -17438734.000000 Penalty: 5826.206055
	Iteration 68Q: 3 clusters Score -1.743873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 125299 members 
Entering Unmasked Estep 
Score: -17438736.000000 Penalty: 5826.206055
	Iteration 69Q: 3 clusters Score -1.743874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 125309 members 
Entering Unmasked Estep 
Score: -17438750.000000 Penalty: 5826.206055
	Iteration 70Q: 3 clusters Score -1.743875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 125320 members 
Entering Unmasked Estep 
Score: -17438760.000000 Penalty: 5826.206055
	Iteration 71Q: 3 clusters Score -1.743876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 125326 members 
Entering Unmasked Estep 
Score: -17438770.000000 Penalty: 5826.206055
	Iteration 72Q: 3 clusters Score -1.743877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 125330 members 
Entering Unmasked Estep 
Score: -17438776.000000 Penalty: 5826.206055
	Iteration 73Q: 3 clusters Score -1.743878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 125334 members 
Entering Unmasked Estep 
Score: -17438776.000000 Penalty: 5826.206055
	Iteration 74Q: 3 clusters Score -1.743878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 125338 members 
Entering Unmasked Estep 
Score: -17438776.000000 Penalty: 5826.206055
	Iteration 75Q: 3 clusters Score -1.743878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 125343 members 
Entering Unmasked Estep 
Score: -17438776.000000 Penalty: 5826.206055
	Iteration 76Q: 3 clusters Score -1.743878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 125346 members 
Entering Unmasked Estep 
Score: -17438776.000000 Penalty: 5826.206055
	Iteration 77Q: 3 clusters Score -1.743878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 125349 members 
Entering Unmasked Estep 
Score: -17438766.000000 Penalty: 5826.206055
	Iteration 78Q: 3 clusters Score -1.743877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 125353 members 
Entering Unmasked Estep 
Score: -17438784.000000 Penalty: 5826.206055
	Iteration 79Q: 3 clusters Score -1.743878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -17438784.000000 Penalty: 5826.206055
	Iteration 80F: 3 clusters Score -1.743878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 125354 members 
Entering Unmasked Estep 
Score: -17438778.000000 Penalty: 5826.206055
	Iteration 81Q: 3 clusters Score -1.743878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 125351 members 
Entering Unmasked Estep 
Score: -17438790.000000 Penalty: 5826.206055
	Iteration 82Q: 3 clusters Score -1.743879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 125352 members 
Entering Unmasked Estep 
Score: -17438786.000000 Penalty: 5826.206055
	Iteration 83Q: 3 clusters Score -1.743879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 125353 members 
Entering Unmasked Estep 
Score: -17438786.000000 Penalty: 5826.206055
	Iteration 84Q: 3 clusters Score -1.743879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -17438782.000000 Penalty: 5826.206055
	Iteration 85Q: 3 clusters Score -1.743878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 125357 members 
Entering Unmasked Estep 
Score: -17438780.000000 Penalty: 5826.206055
	Iteration 86Q: 3 clusters Score -1.743878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -17438774.000000 Penalty: 5826.206055
	Iteration 87Q: 3 clusters Score -1.743877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -17438774.000000 Penalty: 5826.206055
	Iteration 88F: 3 clusters Score -1.743877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Entering Unmasked Estep 
Score: -1967025.500000 Penalty: 2369.392090
	Iteration 0F: 2 clusters Score -1967026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1956820.250000 Penalty: 4738.784180
	Iteration 0F: 3 clusters Score -1956820 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1960005.625000 Penalty: 4738.784180
	Iteration 1F: 3 clusters Score -1960006 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1960404.125000 Penalty: 4738.784180
	Iteration 2F: 3 clusters Score -1960404 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1960724.125000 Penalty: 4738.784180
	Iteration 3F: 3 clusters Score -1960724 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1960998.250000 Penalty: 4738.784180
	Iteration 4Q: 3 clusters Score -1960998 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1961269.125000 Penalty: 4738.784180
	Iteration 5Q: 3 clusters Score -1961269 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1961553.125000 Penalty: 4738.784180
	Iteration 6Q: 3 clusters Score -1961553 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1961855.000000 Penalty: 4738.784180
	Iteration 7Q: 3 clusters Score -1961855 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1962205.750000 Penalty: 4738.784180
	Iteration 8Q: 3 clusters Score -1962206 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1962602.000000 Penalty: 4738.784180
	Iteration 9Q: 3 clusters Score -1962602 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1963098.625000 Penalty: 4738.784180
	Iteration 10Q: 3 clusters Score -1963099 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1963592.625000 Penalty: 4738.784180
	Iteration 11Q: 3 clusters Score -1963593 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1963986.000000 Penalty: 4738.784180
	Iteration 12Q: 3 clusters Score -1963986 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1964254.625000 Penalty: 4738.784180
	Iteration 13Q: 3 clusters Score -1964255 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1964418.375000 Penalty: 4738.784180
	Iteration 14Q: 3 clusters Score -1964418 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1964524.875000 Penalty: 4738.784180
	Iteration 15Q: 3 clusters Score -1964525 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1964617.125000 Penalty: 4738.784180
	Iteration 16Q: 3 clusters Score -1964617 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1964660.250000 Penalty: 4738.784180
	Iteration 17Q: 3 clusters Score -1964660 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1964707.250000 Penalty: 4738.784180
	Iteration 18Q: 3 clusters Score -1964707 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1964748.250000 Penalty: 4738.784180
	Iteration 19Q: 3 clusters Score -1964748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1964768.875000 Penalty: 4738.784180
	Iteration 20F: 3 clusters Score -1964769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1964789.625000 Penalty: 4738.784180
	Iteration 21Q: 3 clusters Score -1964790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1964815.250000 Penalty: 4738.784180
	Iteration 22Q: 3 clusters Score -1964815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1964837.625000 Penalty: 4738.784180
	Iteration 23Q: 3 clusters Score -1964838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1964862.500000 Penalty: 4738.784180
	Iteration 24Q: 3 clusters Score -1964862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1964878.125000 Penalty: 4738.784180
	Iteration 25Q: 3 clusters Score -1964878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1964893.375000 Penalty: 4738.784180
	Iteration 26Q: 3 clusters Score -1964893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1964910.125000 Penalty: 4738.784180
	Iteration 27Q: 3 clusters Score -1964910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1964922.625000 Penalty: 4738.784180
	Iteration 28Q: 3 clusters Score -1964923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1964938.125000 Penalty: 4738.784180
	Iteration 29Q: 3 clusters Score -1964938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1964945.625000 Penalty: 4738.784180
	Iteration 30Q: 3 clusters Score -1964946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1964958.875000 Penalty: 4738.784180
	Iteration 31Q: 3 clusters Score -1964959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1964970.375000 Penalty: 4738.784180
	Iteration 32Q: 3 clusters Score -1964970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1964976.250000 Penalty: 4738.784180
	Iteration 33Q: 3 clusters Score -1964976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1964988.625000 Penalty: 4738.784180
	Iteration 34Q: 3 clusters Score -1964989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1964996.375000 Penalty: 4738.784180
	Iteration 35Q: 3 clusters Score -1964996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1965005.375000 Penalty: 4738.784180
	Iteration 36Q: 3 clusters Score -1965005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1965006.625000 Penalty: 4738.784180
	Iteration 37Q: 3 clusters Score -1965007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1965008.750000 Penalty: 4738.784180
	Iteration 38Q: 3 clusters Score -1965009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1965012.875000 Penalty: 4738.784180
	Iteration 39Q: 3 clusters Score -1965013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1965015.875000 Penalty: 4738.784180
	Iteration 40F: 3 clusters Score -1965016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1965022.750000 Penalty: 4738.784180
	Iteration 41Q: 3 clusters Score -1965023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1965019.500000 Penalty: 4738.784180
	Iteration 42Q: 3 clusters Score -1965020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1965026.625000 Penalty: 4738.784180
	Iteration 43Q: 3 clusters Score -1965027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1965036.000000 Penalty: 4738.784180
	Iteration 44Q: 3 clusters Score -1965036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1965034.250000 Penalty: 4738.784180
	Iteration 45Q: 3 clusters Score -1965034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1965035.875000 Penalty: 4738.784180
	Iteration 46Q: 3 clusters Score -1965036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1965044.125000 Penalty: 4738.784180
	Iteration 47Q: 3 clusters Score -1965044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1965046.000000 Penalty: 4738.784180
	Iteration 48Q: 3 clusters Score -1965046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1965046.125000 Penalty: 4738.784180
	Iteration 49Q: 3 clusters Score -1965046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1965048.625000 Penalty: 4738.784180
	Iteration 50Q: 3 clusters Score -1965049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1965050.500000 Penalty: 4738.784180
	Iteration 51Q: 3 clusters Score -1965050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1965052.250000 Penalty: 4738.784180
	Iteration 52Q: 3 clusters Score -1965052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1965055.375000 Penalty: 4738.784180
	Iteration 53Q: 3 clusters Score -1965055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1965058.375000 Penalty: 4738.784180
	Iteration 54Q: 3 clusters Score -1965058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1965059.875000 Penalty: 4738.784180
	Iteration 55Q: 3 clusters Score -1965060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1965065.875000 Penalty: 4738.784180
	Iteration 56Q: 3 clusters Score -1965066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1965071.625000 Penalty: 4738.784180
	Iteration 57Q: 3 clusters Score -1965072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1965071.125000 Penalty: 4738.784180
	Iteration 58Q: 3 clusters Score -1965071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1965076.000000 Penalty: 4738.784180
	Iteration 59Q: 3 clusters Score -1965076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1965076.625000 Penalty: 4738.784180
	Iteration 60F: 3 clusters Score -1965077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1965080.250000 Penalty: 4738.784180
	Iteration 61Q: 3 clusters Score -1965080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1965080.625000 Penalty: 4738.784180
	Iteration 62Q: 3 clusters Score -1965081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1965079.500000 Penalty: 4738.784180
	Iteration 63Q: 3 clusters Score -1965080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1965079.625000 Penalty: 4738.784180
	Iteration 64Q: 3 clusters Score -1965080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1965080.125000 Penalty: 4738.784180
	Iteration 65Q: 3 clusters Score -1965080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1965080.500000 Penalty: 4738.784180
	Iteration 66Q: 3 clusters Score -1965080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1965081.125000 Penalty: 4738.784180
	Iteration 67Q: 3 clusters Score -1965081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1965081.500000 Penalty: 4738.784180
	Iteration 68Q: 3 clusters Score -1965082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1965081.125000 Penalty: 4738.784180
	Iteration 69Q: 3 clusters Score -1965081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1965082.875000 Penalty: 4738.784180
	Iteration 70Q: 3 clusters Score -1965083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1965082.875000 Penalty: 4738.784180
	Iteration 71F: 3 clusters Score -1965083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -80491.804688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -80491.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78836.890625 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -78836.89 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79067.539062 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -79067.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79171.476562 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -79171.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79232.640625 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -79232.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79274.265625 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -79274.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79313.671875 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -79313.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79343.929688 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -79343.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79402.359375 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -79402.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79477.867188 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -79477.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79512.437500 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -79512.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -79526.156250 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -79526.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79535.773438 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -79535.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79551.906250 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -79551.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -79574.843750 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -79574.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79609.343750 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -79609.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79631.351562 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -79631.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -79660.656250 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -79660.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -79706.617188 Penalty: 3220.901855
	Iteration 17Q: 3 clusters Score -79706.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -79726.226562 Penalty: 3220.901855
	Iteration 18Q: 3 clusters Score -79726.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79732.546875 Penalty: 3220.901855
	Iteration 19Q: 3 clusters Score -79732.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -79737.039062 Penalty: 3220.901855
	Iteration 20F: 3 clusters Score -79737.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -79738.375000 Penalty: 3220.901855
	Iteration 21Q: 3 clusters Score -79738.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -79738.375000 Penalty: 3220.901855
	Iteration 22F: 3 clusters Score -79738.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -73181.859375 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -73181.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71536.570312 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -71536.57 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71840.742188 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -71840.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71999.804688 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -71999.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72088.218750 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -72088.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72195.414062 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -72195.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72288.328125 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -72288.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72344.203125 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -72344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -72395.632812 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -72395.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72430.578125 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -72430.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -72455.382812 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -72455.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72468.007812 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -72468.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72484.148438 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -72484.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72492.382812 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -72492.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72497.492188 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -72497.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72499.265625 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -72499.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72499.265625 Penalty: 3179.446777
	Iteration 15F: 3 clusters Score -72499.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Entering Unmasked Estep 
Score: -379348.687500 Penalty: 1982.333984
	Iteration 0F: 2 clusters Score -379348.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -376102.875000 Penalty: 3964.667969
	Iteration 0F: 3 clusters Score -376102.9 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -376786.843750 Penalty: 3964.667969
	Iteration 1F: 3 clusters Score -376786.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -376979.500000 Penalty: 3964.667969
	Iteration 2F: 3 clusters Score -376979.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -377114.281250 Penalty: 3964.667969
	Iteration 3F: 3 clusters Score -377114.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -377191.718750 Penalty: 3964.667969
	Iteration 4Q: 3 clusters Score -377191.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -377267.875000 Penalty: 3964.667969
	Iteration 5Q: 3 clusters Score -377267.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -377347.218750 Penalty: 3964.667969
	Iteration 6Q: 3 clusters Score -377347.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -377419.031250 Penalty: 3964.667969
	Iteration 7Q: 3 clusters Score -377419 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -377491.656250 Penalty: 3964.667969
	Iteration 8Q: 3 clusters Score -377491.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -377570.312500 Penalty: 3964.667969
	Iteration 9Q: 3 clusters Score -377570.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -377639.031250 Penalty: 3964.667969
	Iteration 10Q: 3 clusters Score -377639 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -377711.031250 Penalty: 3964.667969
	Iteration 11Q: 3 clusters Score -377711 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -377797.031250 Penalty: 3964.667969
	Iteration 12Q: 3 clusters Score -377797 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -377870.156250 Penalty: 3964.667969
	Iteration 13Q: 3 clusters Score -377870.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -377924.500000 Penalty: 3964.667969
	Iteration 14Q: 3 clusters Score -377924.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -377972.875000 Penalty: 3964.667969
	Iteration 15Q: 3 clusters Score -377972.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -378021.062500 Penalty: 3964.667969
	Iteration 16Q: 3 clusters Score -378021.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -378053.968750 Penalty: 3964.667969
	Iteration 17Q: 3 clusters Score -378054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -378080.343750 Penalty: 3964.667969
	Iteration 18Q: 3 clusters Score -378080.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -378107.218750 Penalty: 3964.667969
	Iteration 19Q: 3 clusters Score -378107.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -378131.281250 Penalty: 3964.667969
	Iteration 20F: 3 clusters Score -378131.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -378160.968750 Penalty: 3964.667969
	Iteration 21Q: 3 clusters Score -378161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -378186.031250 Penalty: 3964.667969
	Iteration 22Q: 3 clusters Score -378186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -378203.343750 Penalty: 3964.667969
	Iteration 23Q: 3 clusters Score -378203.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -378217.468750 Penalty: 3964.667969
	Iteration 24Q: 3 clusters Score -378217.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -378234.187500 Penalty: 3964.667969
	Iteration 25Q: 3 clusters Score -378234.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -378246.187500 Penalty: 3964.667969
	Iteration 26Q: 3 clusters Score -378246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -378255.718750 Penalty: 3964.667969
	Iteration 27Q: 3 clusters Score -378255.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -378267.968750 Penalty: 3964.667969
	Iteration 28Q: 3 clusters Score -378268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -378275.093750 Penalty: 3964.667969
	Iteration 29Q: 3 clusters Score -378275.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -378275.812500 Penalty: 3964.667969
	Iteration 30Q: 3 clusters Score -378275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -378277.187500 Penalty: 3964.667969
	Iteration 31Q: 3 clusters Score -378277.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -378278.687500 Penalty: 3964.667969
	Iteration 32Q: 3 clusters Score -378278.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -378281.375000 Penalty: 3964.667969
	Iteration 33Q: 3 clusters Score -378281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -378282.937500 Penalty: 3964.667969
	Iteration 34Q: 3 clusters Score -378282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -378284.968750 Penalty: 3964.667969
	Iteration 35Q: 3 clusters Score -378285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -378286.781250 Penalty: 3964.667969
	Iteration 36Q: 3 clusters Score -378286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -378286.781250 Penalty: 3964.667969
	Iteration 37F: 3 clusters Score -378286.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167339 members 
Entering Unmasked Estep 
Score: -23059602.000000 Penalty: 2982.888672
	Iteration 0F: 2 clusters Score -2.30596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -22950780.000000 Penalty: 5965.777344
	Iteration 0F: 3 clusters Score -2.295078e+07 nChanged 80087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85271 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -22996566.000000 Penalty: 5965.777344
	Iteration 1F: 3 clusters Score -2.299657e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -22997634.000000 Penalty: 5965.777344
	Iteration 2Q: 3 clusters Score -2.299763e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -22999074.000000 Penalty: 5965.777344
	Iteration 3Q: 3 clusters Score -2.299907e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 78348 members 
Entering Unmasked Estep 
Score: -23001046.000000 Penalty: 5965.777344
	Iteration 4Q: 3 clusters Score -2.300105e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -23003824.000000 Penalty: 5965.777344
	Iteration 5Q: 3 clusters Score -2.300382e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -23008316.000000 Penalty: 5965.777344
	Iteration 6Q: 3 clusters Score -2.300832e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96582 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -23014602.000000 Penalty: 5965.777344
	Iteration 7F: 3 clusters Score -2.30146e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -23022732.000000 Penalty: 5965.777344
	Iteration 8F: 3 clusters Score -2.302273e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99595 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -23031588.000000 Penalty: 5965.777344
	Iteration 9F: 3 clusters Score -2.303159e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -23037944.000000 Penalty: 5965.777344
	Iteration 10F: 3 clusters Score -2.303794e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 68862 members 
Entering Unmasked Estep 
Score: -23040890.000000 Penalty: 5965.777344
	Iteration 11Q: 3 clusters Score -2.304089e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97635 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -23041906.000000 Penalty: 5965.777344
	Iteration 12Q: 3 clusters Score -2.304191e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -23042558.000000 Penalty: 5965.777344
	Iteration 13Q: 3 clusters Score -2.304256e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95501 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -23043160.000000 Penalty: 5965.777344
	Iteration 14Q: 3 clusters Score -2.304316e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -23043588.000000 Penalty: 5965.777344
	Iteration 15Q: 3 clusters Score -2.304359e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -23044362.000000 Penalty: 5965.777344
	Iteration 16Q: 3 clusters Score -2.304436e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -23045216.000000 Penalty: 5965.777344
	Iteration 17Q: 3 clusters Score -2.304522e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -23046188.000000 Penalty: 5965.777344
	Iteration 18Q: 3 clusters Score -2.304619e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86940 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -23047124.000000 Penalty: 5965.777344
	Iteration 19Q: 3 clusters Score -2.304712e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84791 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -23048266.000000 Penalty: 5965.777344
	Iteration 20F: 3 clusters Score -2.304827e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82645 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -23049298.000000 Penalty: 5965.777344
	Iteration 21Q: 3 clusters Score -2.30493e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -23050294.000000 Penalty: 5965.777344
	Iteration 22Q: 3 clusters Score -2.305029e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -23051132.000000 Penalty: 5965.777344
	Iteration 23Q: 3 clusters Score -2.305113e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -23051834.000000 Penalty: 5965.777344
	Iteration 24Q: 3 clusters Score -2.305183e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 91984 members 
Entering Unmasked Estep 
Score: -23052328.000000 Penalty: 5965.777344
	Iteration 25Q: 3 clusters Score -2.305233e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 93517 members 
Entering Unmasked Estep 
Score: -23052690.000000 Penalty: 5965.777344
	Iteration 26Q: 3 clusters Score -2.305269e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 94957 members 
Entering Unmasked Estep 
Score: -23052942.000000 Penalty: 5965.777344
	Iteration 27Q: 3 clusters Score -2.305294e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -23053250.000000 Penalty: 5965.777344
	Iteration 28Q: 3 clusters Score -2.305325e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 97701 members 
Entering Unmasked Estep 
Score: -23053540.000000 Penalty: 5965.777344
	Iteration 29Q: 3 clusters Score -2.305354e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -23053652.000000 Penalty: 5965.777344
	Iteration 30Q: 3 clusters Score -2.305365e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -23053840.000000 Penalty: 5965.777344
	Iteration 31Q: 3 clusters Score -2.305384e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 101360 members 
Entering Unmasked Estep 
Score: -23054092.000000 Penalty: 5965.777344
	Iteration 32Q: 3 clusters Score -2.305409e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 102526 members 
Entering Unmasked Estep 
Score: -23054302.000000 Penalty: 5965.777344
	Iteration 33Q: 3 clusters Score -2.30543e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -23054404.000000 Penalty: 5965.777344
	Iteration 34Q: 3 clusters Score -2.30544e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 104723 members 
Entering Unmasked Estep 
Score: -23054518.000000 Penalty: 5965.777344
	Iteration 35Q: 3 clusters Score -2.305452e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -23054604.000000 Penalty: 5965.777344
	Iteration 36Q: 3 clusters Score -2.30546e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -23054656.000000 Penalty: 5965.777344
	Iteration 37Q: 3 clusters Score -2.305466e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 108044 members 
Entering Unmasked Estep 
Score: -23054844.000000 Penalty: 5965.777344
	Iteration 38Q: 3 clusters Score -2.305484e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 109196 members 
Entering Unmasked Estep 
Score: -23054986.000000 Penalty: 5965.777344
	Iteration 39Q: 3 clusters Score -2.305499e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 110288 members 
Entering Unmasked Estep 
Score: -23055226.000000 Penalty: 5965.777344
	Iteration 40F: 3 clusters Score -2.305523e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 111336 members 
Entering Unmasked Estep 
Score: -23055296.000000 Penalty: 5965.777344
	Iteration 41Q: 3 clusters Score -2.30553e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 112397 members 
Entering Unmasked Estep 
Score: -23055440.000000 Penalty: 5965.777344
	Iteration 42Q: 3 clusters Score -2.305544e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 113453 members 
Entering Unmasked Estep 
Score: -23055666.000000 Penalty: 5965.777344
	Iteration 43Q: 3 clusters Score -2.305567e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 114491 members 
Entering Unmasked Estep 
Score: -23055856.000000 Penalty: 5965.777344
	Iteration 44Q: 3 clusters Score -2.305586e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -23055962.000000 Penalty: 5965.777344
	Iteration 45Q: 3 clusters Score -2.305596e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 116631 members 
Entering Unmasked Estep 
Score: -23056124.000000 Penalty: 5965.777344
	Iteration 46Q: 3 clusters Score -2.305612e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 117651 members 
Entering Unmasked Estep 
Score: -23056324.000000 Penalty: 5965.777344
	Iteration 47Q: 3 clusters Score -2.305632e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -23056540.000000 Penalty: 5965.777344
	Iteration 48Q: 3 clusters Score -2.305654e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 119702 members 
Entering Unmasked Estep 
Score: -23056668.000000 Penalty: 5965.777344
	Iteration 49Q: 3 clusters Score -2.305667e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 120715 members 
Entering Unmasked Estep 
Score: -23056808.000000 Penalty: 5965.777344
	Iteration 50Q: 3 clusters Score -2.305681e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 121712 members 
Entering Unmasked Estep 
Score: -23057042.000000 Penalty: 5965.777344
	Iteration 51Q: 3 clusters Score -2.305704e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 122693 members 
Entering Unmasked Estep 
Score: -23057138.000000 Penalty: 5965.777344
	Iteration 52Q: 3 clusters Score -2.305714e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 123620 members 
Entering Unmasked Estep 
Score: -23057272.000000 Penalty: 5965.777344
	Iteration 53Q: 3 clusters Score -2.305727e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 124519 members 
Entering Unmasked Estep 
Score: -23057466.000000 Penalty: 5965.777344
	Iteration 54Q: 3 clusters Score -2.305747e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 125389 members 
Entering Unmasked Estep 
Score: -23057582.000000 Penalty: 5965.777344
	Iteration 55Q: 3 clusters Score -2.305758e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 126284 members 
Entering Unmasked Estep 
Score: -23057700.000000 Penalty: 5965.777344
	Iteration 56Q: 3 clusters Score -2.30577e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 127156 members 
Entering Unmasked Estep 
Score: -23057804.000000 Penalty: 5965.777344
	Iteration 57Q: 3 clusters Score -2.30578e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 127992 members 
Entering Unmasked Estep 
Score: -23057894.000000 Penalty: 5965.777344
	Iteration 58Q: 3 clusters Score -2.305789e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 128808 members 
Entering Unmasked Estep 
Score: -23058072.000000 Penalty: 5965.777344
	Iteration 59Q: 3 clusters Score -2.305807e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 129581 members 
Entering Unmasked Estep 
Score: -23058148.000000 Penalty: 5965.777344
	Iteration 60F: 3 clusters Score -2.305815e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 130316 members 
Entering Unmasked Estep 
Score: -23058332.000000 Penalty: 5965.777344
	Iteration 61Q: 3 clusters Score -2.305833e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -23058422.000000 Penalty: 5965.777344
	Iteration 62Q: 3 clusters Score -2.305842e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 131717 members 
Entering Unmasked Estep 
Score: -23058522.000000 Penalty: 5965.777344
	Iteration 63Q: 3 clusters Score -2.305852e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 132464 members 
Entering Unmasked Estep 
Score: -23058592.000000 Penalty: 5965.777344
	Iteration 64Q: 3 clusters Score -2.305859e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 133210 members 
Entering Unmasked Estep 
Score: -23058764.000000 Penalty: 5965.777344
	Iteration 65Q: 3 clusters Score -2.305876e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 133971 members 
Entering Unmasked Estep 
Score: -23058908.000000 Penalty: 5965.777344
	Iteration 66Q: 3 clusters Score -2.305891e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 134768 members 
Entering Unmasked Estep 
Score: -23058978.000000 Penalty: 5965.777344
	Iteration 67Q: 3 clusters Score -2.305898e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 135555 members 
Entering Unmasked Estep 
Score: -23059080.000000 Penalty: 5965.777344
	Iteration 68Q: 3 clusters Score -2.305908e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 136379 members 
Entering Unmasked Estep 
Score: -23059170.000000 Penalty: 5965.777344
	Iteration 69Q: 3 clusters Score -2.305917e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 137171 members 
Entering Unmasked Estep 
Score: -23059316.000000 Penalty: 5965.777344
	Iteration 70Q: 3 clusters Score -2.305932e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 137909 members 
Entering Unmasked Estep 
Score: -23059394.000000 Penalty: 5965.777344
	Iteration 71Q: 3 clusters Score -2.305939e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 138610 members 
Entering Unmasked Estep 
Score: -23059460.000000 Penalty: 5965.777344
	Iteration 72Q: 3 clusters Score -2.305946e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 139319 members 
Entering Unmasked Estep 
Score: -23059538.000000 Penalty: 5965.777344
	Iteration 73Q: 3 clusters Score -2.305954e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 140075 members 
Entering Unmasked Estep 
Score: -23059578.000000 Penalty: 5965.777344
	Iteration 74Q: 3 clusters Score -2.305958e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 140852 members 
Entering Unmasked Estep 
Score: -23059704.000000 Penalty: 5965.777344
	Iteration 75Q: 3 clusters Score -2.30597e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 141639 members 
Entering Unmasked Estep 
Score: -23059846.000000 Penalty: 5965.777344
	Iteration 76Q: 3 clusters Score -2.305985e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 142504 members 
Entering Unmasked Estep 
Score: -23059948.000000 Penalty: 5965.777344
	Iteration 77Q: 3 clusters Score -2.305995e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 143342 members 
Entering Unmasked Estep 
Score: -23060026.000000 Penalty: 5965.777344
	Iteration 78Q: 3 clusters Score -2.306003e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 144167 members 
Entering Unmasked Estep 
Score: -23060054.000000 Penalty: 5965.777344
	Iteration 79Q: 3 clusters Score -2.306005e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 144926 members 
Entering Unmasked Estep 
Score: -23060152.000000 Penalty: 5965.777344
	Iteration 80F: 3 clusters Score -2.306015e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 145622 members 
Entering Unmasked Estep 
Score: -23060270.000000 Penalty: 5965.777344
	Iteration 81Q: 3 clusters Score -2.306027e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 146338 members 
Entering Unmasked Estep 
Score: -23060292.000000 Penalty: 5965.777344
	Iteration 82Q: 3 clusters Score -2.306029e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 147030 members 
Entering Unmasked Estep 
Score: -23060258.000000 Penalty: 5965.777344
	Iteration 83Q: 3 clusters Score -2.306026e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 147661 members 
Entering Unmasked Estep 
Score: -23060222.000000 Penalty: 5965.777344
	Iteration 84Q: 3 clusters Score -2.306022e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 148240 members 
Entering Unmasked Estep 
Score: -23060210.000000 Penalty: 5965.777344
	Iteration 85Q: 3 clusters Score -2.306021e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 148847 members 
Entering Unmasked Estep 
Score: -23060258.000000 Penalty: 5965.777344
	Iteration 86Q: 3 clusters Score -2.306026e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 149399 members 
Entering Unmasked Estep 
Score: -23060236.000000 Penalty: 5965.777344
	Iteration 87Q: 3 clusters Score -2.306024e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 149956 members 
Entering Unmasked Estep 
Score: -23060274.000000 Penalty: 5965.777344
	Iteration 88Q: 3 clusters Score -2.306027e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 150496 members 
Entering Unmasked Estep 
Score: -23060272.000000 Penalty: 5965.777344
	Iteration 89Q: 3 clusters Score -2.306027e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 150996 members 
Entering Unmasked Estep 
Score: -23060294.000000 Penalty: 5965.777344
	Iteration 90Q: 3 clusters Score -2.306029e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 151472 members 
Entering Unmasked Estep 
Score: -23060324.000000 Penalty: 5965.777344
	Iteration 91Q: 3 clusters Score -2.306032e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 151933 members 
Entering Unmasked Estep 
Score: -23060260.000000 Penalty: 5965.777344
	Iteration 92Q: 3 clusters Score -2.306026e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 152384 members 
Entering Unmasked Estep 
Score: -23060240.000000 Penalty: 5965.777344
	Iteration 93Q: 3 clusters Score -2.306024e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 152854 members 
Entering Unmasked Estep 
Score: -23060244.000000 Penalty: 5965.777344
	Iteration 94Q: 3 clusters Score -2.306024e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 153288 members 
Entering Unmasked Estep 
Score: -23060230.000000 Penalty: 5965.777344
	Iteration 95Q: 3 clusters Score -2.306023e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 153704 members 
Entering Unmasked Estep 
Score: -23060236.000000 Penalty: 5965.777344
	Iteration 96Q: 3 clusters Score -2.306024e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 154112 members 
Entering Unmasked Estep 
Score: -23060282.000000 Penalty: 5965.777344
	Iteration 97Q: 3 clusters Score -2.306028e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 154502 members 
Entering Unmasked Estep 
Score: -23060298.000000 Penalty: 5965.777344
	Iteration 98Q: 3 clusters Score -2.30603e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 154876 members 
Entering Unmasked Estep 
Score: -23060294.000000 Penalty: 5965.777344
	Iteration 99Q: 3 clusters Score -2.306029e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 155206 members 
Entering Unmasked Estep 
Score: -23060278.000000 Penalty: 5965.777344
	Iteration 100F: 3 clusters Score -2.306028e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 155526 members 
Entering Unmasked Estep 
Score: -23060262.000000 Penalty: 5965.777344
	Iteration 101Q: 3 clusters Score -2.306026e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 155840 members 
Entering Unmasked Estep 
Score: -23060160.000000 Penalty: 5965.777344
	Iteration 102Q: 3 clusters Score -2.306016e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 156108 members 
Entering Unmasked Estep 
Score: -23060172.000000 Penalty: 5965.777344
	Iteration 103Q: 3 clusters Score -2.306017e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 156350 members 
Entering Unmasked Estep 
Score: -23060118.000000 Penalty: 5965.777344
	Iteration 104Q: 3 clusters Score -2.306012e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 156615 members 
Entering Unmasked Estep 
Score: -23060068.000000 Penalty: 5965.777344
	Iteration 105Q: 3 clusters Score -2.306007e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 156881 members 
Entering Unmasked Estep 
Score: -23060056.000000 Penalty: 5965.777344
	Iteration 106Q: 3 clusters Score -2.306006e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 157100 members 
Entering Unmasked Estep 
Score: -23059992.000000 Penalty: 5965.777344
	Iteration 107Q: 3 clusters Score -2.305999e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 157297 members 
Entering Unmasked Estep 
Score: -23059974.000000 Penalty: 5965.777344
	Iteration 108Q: 3 clusters Score -2.305997e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 157519 members 
Entering Unmasked Estep 
Score: -23059862.000000 Penalty: 5965.777344
	Iteration 109Q: 3 clusters Score -2.305986e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -23059848.000000 Penalty: 5965.777344
	Iteration 110Q: 3 clusters Score -2.305985e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 157893 members 
Entering Unmasked Estep 
Score: -23059800.000000 Penalty: 5965.777344
	Iteration 111Q: 3 clusters Score -2.30598e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 158067 members 
Entering Unmasked Estep 
Score: -23059780.000000 Penalty: 5965.777344
	Iteration 112Q: 3 clusters Score -2.305978e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 158220 members 
Entering Unmasked Estep 
Score: -23059744.000000 Penalty: 5965.777344
	Iteration 113Q: 3 clusters Score -2.305974e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 158349 members 
Entering Unmasked Estep 
Score: -23059768.000000 Penalty: 5965.777344
	Iteration 114Q: 3 clusters Score -2.305977e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 158484 members 
Entering Unmasked Estep 
Score: -23059744.000000 Penalty: 5965.777344
	Iteration 115Q: 3 clusters Score -2.305974e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 158616 members 
Entering Unmasked Estep 
Score: -23059746.000000 Penalty: 5965.777344
	Iteration 116Q: 3 clusters Score -2.305975e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 158733 members 
Entering Unmasked Estep 
Score: -23059700.000000 Penalty: 5965.777344
	Iteration 117Q: 3 clusters Score -2.30597e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 158849 members 
Entering Unmasked Estep 
Score: -23059726.000000 Penalty: 5965.777344
	Iteration 118Q: 3 clusters Score -2.305973e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 158959 members 
Entering Unmasked Estep 
Score: -23059720.000000 Penalty: 5965.777344
	Iteration 119Q: 3 clusters Score -2.305972e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 159071 members 
Entering Unmasked Estep 
Score: -23059674.000000 Penalty: 5965.777344
	Iteration 120F: 3 clusters Score -2.305967e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 159183 members 
Entering Unmasked Estep 
Score: -23059698.000000 Penalty: 5965.777344
	Iteration 121Q: 3 clusters Score -2.30597e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 159297 members 
Entering Unmasked Estep 
Score: -23059700.000000 Penalty: 5965.777344
	Iteration 122Q: 3 clusters Score -2.30597e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 159409 members 
Entering Unmasked Estep 
Score: -23059718.000000 Penalty: 5965.777344
	Iteration 123Q: 3 clusters Score -2.305972e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 159511 members 
Entering Unmasked Estep 
Score: -23059700.000000 Penalty: 5965.777344
	Iteration 124Q: 3 clusters Score -2.30597e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 159606 members 
Entering Unmasked Estep 
Score: -23059690.000000 Penalty: 5965.777344
	Iteration 125Q: 3 clusters Score -2.305969e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 159704 members 
Entering Unmasked Estep 
Score: -23059710.000000 Penalty: 5965.777344
	Iteration 126Q: 3 clusters Score -2.305971e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 159804 members 
Entering Unmasked Estep 
Score: -23059642.000000 Penalty: 5965.777344
	Iteration 127Q: 3 clusters Score -2.305964e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 159897 members 
Entering Unmasked Estep 
Score: -23059630.000000 Penalty: 5965.777344
	Iteration 128Q: 3 clusters Score -2.305963e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 159990 members 
Entering Unmasked Estep 
Score: -23059588.000000 Penalty: 5965.777344
	Iteration 129Q: 3 clusters Score -2.305959e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 160083 members 
Entering Unmasked Estep 
Score: -23059574.000000 Penalty: 5965.777344
	Iteration 130Q: 3 clusters Score -2.305957e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 160186 members 
Entering Unmasked Estep 
Score: -23059556.000000 Penalty: 5965.777344
	Iteration 131Q: 3 clusters Score -2.305956e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 160271 members 
Entering Unmasked Estep 
Score: -23059502.000000 Penalty: 5965.777344
	Iteration 132Q: 3 clusters Score -2.30595e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 160348 members 
Entering Unmasked Estep 
Score: -23059466.000000 Penalty: 5965.777344
	Iteration 133Q: 3 clusters Score -2.305947e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 160417 members 
Entering Unmasked Estep 
Score: -23059426.000000 Penalty: 5965.777344
	Iteration 134Q: 3 clusters Score -2.305943e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 160497 members 
Entering Unmasked Estep 
Score: -23059422.000000 Penalty: 5965.777344
	Iteration 135Q: 3 clusters Score -2.305942e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 160567 members 
Entering Unmasked Estep 
Score: -23059378.000000 Penalty: 5965.777344
	Iteration 136Q: 3 clusters Score -2.305938e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 160628 members 
Entering Unmasked Estep 
Score: -23059334.000000 Penalty: 5965.777344
	Iteration 137Q: 3 clusters Score -2.305933e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 160696 members 
Entering Unmasked Estep 
Score: -23059328.000000 Penalty: 5965.777344
	Iteration 138Q: 3 clusters Score -2.305933e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 160746 members 
Entering Unmasked Estep 
Score: -23059324.000000 Penalty: 5965.777344
	Iteration 139Q: 3 clusters Score -2.305932e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 160795 members 
Entering Unmasked Estep 
Score: -23059308.000000 Penalty: 5965.777344
	Iteration 140F: 3 clusters Score -2.305931e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 160846 members 
Entering Unmasked Estep 
Score: -23059296.000000 Penalty: 5965.777344
	Iteration 141Q: 3 clusters Score -2.30593e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 160912 members 
Entering Unmasked Estep 
Score: -23059258.000000 Penalty: 5965.777344
	Iteration 142Q: 3 clusters Score -2.305926e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 160964 members 
Entering Unmasked Estep 
Score: -23059228.000000 Penalty: 5965.777344
	Iteration 143Q: 3 clusters Score -2.305923e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -23059226.000000 Penalty: 5965.777344
	Iteration 144Q: 3 clusters Score -2.305923e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 161053 members 
Entering Unmasked Estep 
Score: -23059234.000000 Penalty: 5965.777344
	Iteration 145Q: 3 clusters Score -2.305923e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 161103 members 
Entering Unmasked Estep 
Score: -23059228.000000 Penalty: 5965.777344
	Iteration 146Q: 3 clusters Score -2.305923e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 161142 members 
Entering Unmasked Estep 
Score: -23059228.000000 Penalty: 5965.777344
	Iteration 147Q: 3 clusters Score -2.305923e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 161175 members 
Entering Unmasked Estep 
Score: -23059240.000000 Penalty: 5965.777344
	Iteration 148Q: 3 clusters Score -2.305924e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 161209 members 
Entering Unmasked Estep 
Score: -23059256.000000 Penalty: 5965.777344
	Iteration 149Q: 3 clusters Score -2.305926e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 161256 members 
Entering Unmasked Estep 
Score: -23059274.000000 Penalty: 5965.777344
	Iteration 150Q: 3 clusters Score -2.305927e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -23059246.000000 Penalty: 5965.777344
	Iteration 151Q: 3 clusters Score -2.305925e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 161352 members 
Entering Unmasked Estep 
Score: -23059220.000000 Penalty: 5965.777344
	Iteration 152Q: 3 clusters Score -2.305922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 161385 members 
Entering Unmasked Estep 
Score: -23059244.000000 Penalty: 5965.777344
	Iteration 153Q: 3 clusters Score -2.305924e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 161416 members 
Entering Unmasked Estep 
Score: -23059242.000000 Penalty: 5965.777344
	Iteration 154Q: 3 clusters Score -2.305924e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 161441 members 
Entering Unmasked Estep 
Score: -23059242.000000 Penalty: 5965.777344
	Iteration 155Q: 3 clusters Score -2.305924e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 161473 members 
Entering Unmasked Estep 
Score: -23059198.000000 Penalty: 5965.777344
	Iteration 156Q: 3 clusters Score -2.30592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 161507 members 
Entering Unmasked Estep 
Score: -23059192.000000 Penalty: 5965.777344
	Iteration 157Q: 3 clusters Score -2.305919e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 161538 members 
Entering Unmasked Estep 
Score: -23059174.000000 Penalty: 5965.777344
	Iteration 158Q: 3 clusters Score -2.305917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 161566 members 
Entering Unmasked Estep 
Score: -23059166.000000 Penalty: 5965.777344
	Iteration 159Q: 3 clusters Score -2.305917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 161592 members 
Entering Unmasked Estep 
Score: -23059164.000000 Penalty: 5965.777344
	Iteration 160F: 3 clusters Score -2.305916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 161616 members 
Entering Unmasked Estep 
Score: -23059180.000000 Penalty: 5965.777344
	Iteration 161Q: 3 clusters Score -2.305918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 161639 members 
Entering Unmasked Estep 
Score: -23059164.000000 Penalty: 5965.777344
	Iteration 162Q: 3 clusters Score -2.305916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 161661 members 
Entering Unmasked Estep 
Score: -23059140.000000 Penalty: 5965.777344
	Iteration 163Q: 3 clusters Score -2.305914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 161678 members 
Entering Unmasked Estep 
Score: -23059140.000000 Penalty: 5965.777344
	Iteration 164Q: 3 clusters Score -2.305914e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -23059142.000000 Penalty: 5965.777344
	Iteration 165Q: 3 clusters Score -2.305914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 161730 members 
Entering Unmasked Estep 
Score: -23059142.000000 Penalty: 5965.777344
	Iteration 166Q: 3 clusters Score -2.305914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 161763 members 
Entering Unmasked Estep 
Score: -23059148.000000 Penalty: 5965.777344
	Iteration 167Q: 3 clusters Score -2.305915e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 161811 members 
Entering Unmasked Estep 
Score: -23059160.000000 Penalty: 5965.777344
	Iteration 168Q: 3 clusters Score -2.305916e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 161862 members 
Entering Unmasked Estep 
Score: -23059154.000000 Penalty: 5965.777344
	Iteration 169Q: 3 clusters Score -2.305915e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 161910 members 
Entering Unmasked Estep 
Score: -23059136.000000 Penalty: 5965.777344
	Iteration 170Q: 3 clusters Score -2.305914e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 161956 members 
Entering Unmasked Estep 
Score: -23059128.000000 Penalty: 5965.777344
	Iteration 171Q: 3 clusters Score -2.305913e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 162004 members 
Entering Unmasked Estep 
Score: -23059102.000000 Penalty: 5965.777344
	Iteration 172Q: 3 clusters Score -2.30591e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 162041 members 
Entering Unmasked Estep 
Score: -23059118.000000 Penalty: 5965.777344
	Iteration 173Q: 3 clusters Score -2.305912e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 162074 members 
Entering Unmasked Estep 
Score: -23059094.000000 Penalty: 5965.777344
	Iteration 174Q: 3 clusters Score -2.305909e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 162112 members 
Entering Unmasked Estep 
Score: -23059096.000000 Penalty: 5965.777344
	Iteration 175Q: 3 clusters Score -2.30591e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 162153 members 
Entering Unmasked Estep 
Score: -23059058.000000 Penalty: 5965.777344
	Iteration 176Q: 3 clusters Score -2.305906e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 162182 members 
Entering Unmasked Estep 
Score: -23059030.000000 Penalty: 5965.777344
	Iteration 177Q: 3 clusters Score -2.305903e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 162211 members 
Entering Unmasked Estep 
Score: -23059008.000000 Penalty: 5965.777344
	Iteration 178Q: 3 clusters Score -2.305901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 162233 members 
Entering Unmasked Estep 
Score: -23059038.000000 Penalty: 5965.777344
	Iteration 179Q: 3 clusters Score -2.305904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 162254 members 
Entering Unmasked Estep 
Score: -23059040.000000 Penalty: 5965.777344
	Iteration 180F: 3 clusters Score -2.305904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 162268 members 
Entering Unmasked Estep 
Score: -23059018.000000 Penalty: 5965.777344
	Iteration 181Q: 3 clusters Score -2.305902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 162284 members 
Entering Unmasked Estep 
Score: -23059038.000000 Penalty: 5965.777344
	Iteration 182Q: 3 clusters Score -2.305904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 162304 members 
Entering Unmasked Estep 
Score: -23059028.000000 Penalty: 5965.777344
	Iteration 183Q: 3 clusters Score -2.305903e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 162324 members 
Entering Unmasked Estep 
Score: -23059042.000000 Penalty: 5965.777344
	Iteration 184Q: 3 clusters Score -2.305904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 162340 members 
Entering Unmasked Estep 
Score: -23059038.000000 Penalty: 5965.777344
	Iteration 185Q: 3 clusters Score -2.305904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 162357 members 
Entering Unmasked Estep 
Score: -23059018.000000 Penalty: 5965.777344
	Iteration 186Q: 3 clusters Score -2.305902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 162376 members 
Entering Unmasked Estep 
Score: -23059006.000000 Penalty: 5965.777344
	Iteration 187Q: 3 clusters Score -2.305901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 162386 members 
Entering Unmasked Estep 
Score: -23059022.000000 Penalty: 5965.777344
	Iteration 188Q: 3 clusters Score -2.305902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 162396 members 
Entering Unmasked Estep 
Score: -23059022.000000 Penalty: 5965.777344
	Iteration 189Q: 3 clusters Score -2.305902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 162403 members 
Entering Unmasked Estep 
Score: -23059032.000000 Penalty: 5965.777344
	Iteration 190Q: 3 clusters Score -2.305903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 162408 members 
Entering Unmasked Estep 
Score: -23059024.000000 Penalty: 5965.777344
	Iteration 191Q: 3 clusters Score -2.305902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 162415 members 
Entering Unmasked Estep 
Score: -23059038.000000 Penalty: 5965.777344
	Iteration 192Q: 3 clusters Score -2.305904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 162422 members 
Entering Unmasked Estep 
Score: -23059020.000000 Penalty: 5965.777344
	Iteration 193Q: 3 clusters Score -2.305902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 162428 members 
Entering Unmasked Estep 
Score: -23059024.000000 Penalty: 5965.777344
	Iteration 194Q: 3 clusters Score -2.305902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 162433 members 
Entering Unmasked Estep 
Score: -23059038.000000 Penalty: 5965.777344
	Iteration 195Q: 3 clusters Score -2.305904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 162436 members 
Entering Unmasked Estep 
Score: -23059032.000000 Penalty: 5965.777344
	Iteration 196Q: 3 clusters Score -2.305903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 162437 members 
Entering Unmasked Estep 
Score: -23059020.000000 Penalty: 5965.777344
	Iteration 197Q: 3 clusters Score -2.305902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 162440 members 
Entering Unmasked Estep 
Score: -23059006.000000 Penalty: 5965.777344
	Iteration 198Q: 3 clusters Score -2.305901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 162441 members 
Entering Unmasked Estep 
Score: -23059010.000000 Penalty: 5965.777344
	Iteration 199Q: 3 clusters Score -2.305901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 162444 members 
Entering Unmasked Estep 
Score: -23059004.000000 Penalty: 5965.777344
	Iteration 200F: 3 clusters Score -2.3059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 162448 members 
Entering Unmasked Estep 
Score: -23059022.000000 Penalty: 5965.777344
	Iteration 201Q: 3 clusters Score -2.305902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 162451 members 
Entering Unmasked Estep 
Score: -23059022.000000 Penalty: 5965.777344
	Iteration 202Q: 3 clusters Score -2.305902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 162451 members 
Entering Unmasked Estep 
Score: -23059022.000000 Penalty: 5965.777344
	Iteration 203F: 3 clusters Score -2.305902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (92942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Entering Unmasked Estep 
Score: -12902187.000000 Penalty: 2837.053223
	Iteration 0F: 2 clusters Score -1.290219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -12840280.000000 Penalty: 5674.106445
	Iteration 0F: 3 clusters Score -1.284028e+07 nChanged 43770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -12864986.000000 Penalty: 5674.106445
	Iteration 1F: 3 clusters Score -1.286499e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -12865698.000000 Penalty: 5674.106445
	Iteration 2Q: 3 clusters Score -1.28657e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -12866421.000000 Penalty: 5674.106445
	Iteration 3Q: 3 clusters Score -1.286642e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -12867345.000000 Penalty: 5674.106445
	Iteration 4Q: 3 clusters Score -1.286734e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -12868675.000000 Penalty: 5674.106445
	Iteration 5Q: 3 clusters Score -1.286868e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -12870795.000000 Penalty: 5674.106445
	Iteration 6Q: 3 clusters Score -1.28708e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -12874136.000000 Penalty: 5674.106445
	Iteration 7F: 3 clusters Score -1.287414e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -12879046.000000 Penalty: 5674.106445
	Iteration 8F: 3 clusters Score -1.287905e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -12884933.000000 Penalty: 5674.106445
	Iteration 9F: 3 clusters Score -1.288493e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -12890838.000000 Penalty: 5674.106445
	Iteration 10F: 3 clusters Score -1.289084e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -12895201.000000 Penalty: 5674.106445
	Iteration 11F: 3 clusters Score -1.28952e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 90105 members 
Entering Unmasked Estep 
Score: -12897668.000000 Penalty: 5674.106445
	Iteration 12Q: 3 clusters Score -1.289767e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -12898688.000000 Penalty: 5674.106445
	Iteration 13Q: 3 clusters Score -1.289869e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -12899225.000000 Penalty: 5674.106445
	Iteration 14Q: 3 clusters Score -1.289922e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -12899459.000000 Penalty: 5674.106445
	Iteration 15Q: 3 clusters Score -1.289946e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 92241 members 
Entering Unmasked Estep 
Score: -12899600.000000 Penalty: 5674.106445
	Iteration 16Q: 3 clusters Score -1.28996e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 92311 members 
Entering Unmasked Estep 
Score: -12899651.000000 Penalty: 5674.106445
	Iteration 17Q: 3 clusters Score -1.289965e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -12899692.000000 Penalty: 5674.106445
	Iteration 18Q: 3 clusters Score -1.289969e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -12899749.000000 Penalty: 5674.106445
	Iteration 19Q: 3 clusters Score -1.289975e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -12899751.000000 Penalty: 5674.106445
	Iteration 20F: 3 clusters Score -1.289975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -12899785.000000 Penalty: 5674.106445
	Iteration 21Q: 3 clusters Score -1.289978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 92429 members 
Entering Unmasked Estep 
Score: -12899796.000000 Penalty: 5674.106445
	Iteration 22Q: 3 clusters Score -1.28998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -12899810.000000 Penalty: 5674.106445
	Iteration 23Q: 3 clusters Score -1.289981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 92442 members 
Entering Unmasked Estep 
Score: -12899825.000000 Penalty: 5674.106445
	Iteration 24Q: 3 clusters Score -1.289982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -12899840.000000 Penalty: 5674.106445
	Iteration 25Q: 3 clusters Score -1.289984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -12899840.000000 Penalty: 5674.106445
	Iteration 26Q: 3 clusters Score -1.289984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -12899835.000000 Penalty: 5674.106445
	Iteration 27Q: 3 clusters Score -1.289984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -12899835.000000 Penalty: 5674.106445
	Iteration 28F: 3 clusters Score -1.289984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -780532.750000 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -780532.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -775545.562500 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -775545.6 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -776767.187500 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -776767.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -776990.375000 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -776990.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -777125.375000 Penalty: 4286.637695
	Iteration 3Q: 3 clusters Score -777125.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -777213.125000 Penalty: 4286.637695
	Iteration 4Q: 3 clusters Score -777213.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -777291.812500 Penalty: 4286.637695
	Iteration 5Q: 3 clusters Score -777291.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -777364.875000 Penalty: 4286.637695
	Iteration 6Q: 3 clusters Score -777364.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -777423.750000 Penalty: 4286.637695
	Iteration 7Q: 3 clusters Score -777423.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -777494.312500 Penalty: 4286.637695
	Iteration 8Q: 3 clusters Score -777494.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -777567.500000 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -777567.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -777644.750000 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -777644.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -777715.500000 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -777715.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -777781.937500 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -777781.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -777841.437500 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -777841.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -777889.500000 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -777889.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -777933.937500 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -777933.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -777975.312500 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -777975.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -778028.312500 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -778028.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -778092.625000 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -778092.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -778164.500000 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -778164.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -778224.187500 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -778224.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -778296.125000 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -778296.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -778366.312500 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -778366.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -778423.437500 Penalty: 4286.637695
	Iteration 23Q: 3 clusters Score -778423.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -778465.062500 Penalty: 4286.637695
	Iteration 24Q: 3 clusters Score -778465.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -778490.812500 Penalty: 4286.637695
	Iteration 25Q: 3 clusters Score -778490.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -778512.750000 Penalty: 4286.637695
	Iteration 26Q: 3 clusters Score -778512.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -778533.375000 Penalty: 4286.637695
	Iteration 27Q: 3 clusters Score -778533.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -778560.500000 Penalty: 4286.637695
	Iteration 28Q: 3 clusters Score -778560.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -778569.875000 Penalty: 4286.637695
	Iteration 29Q: 3 clusters Score -778569.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -778575.000000 Penalty: 4286.637695
	Iteration 30Q: 3 clusters Score -778575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -778582.687500 Penalty: 4286.637695
	Iteration 31Q: 3 clusters Score -778582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -778588.312500 Penalty: 4286.637695
	Iteration 32Q: 3 clusters Score -778588.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -778592.312500 Penalty: 4286.637695
	Iteration 33Q: 3 clusters Score -778592.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -778594.062500 Penalty: 4286.637695
	Iteration 34Q: 3 clusters Score -778594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -778596.500000 Penalty: 4286.637695
	Iteration 35Q: 3 clusters Score -778596.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -778602.687500 Penalty: 4286.637695
	Iteration 36Q: 3 clusters Score -778602.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -778607.750000 Penalty: 4286.637695
	Iteration 37Q: 3 clusters Score -778607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -778609.125000 Penalty: 4286.637695
	Iteration 38Q: 3 clusters Score -778609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -778611.812500 Penalty: 4286.637695
	Iteration 39Q: 3 clusters Score -778611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -778613.875000 Penalty: 4286.637695
	Iteration 40F: 3 clusters Score -778613.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -778616.125000 Penalty: 4286.637695
	Iteration 41Q: 3 clusters Score -778616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -778616.875000 Penalty: 4286.637695
	Iteration 42Q: 3 clusters Score -778616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -778622.437500 Penalty: 4286.637695
	Iteration 43Q: 3 clusters Score -778622.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -778627.125000 Penalty: 4286.637695
	Iteration 44Q: 3 clusters Score -778627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -778628.062500 Penalty: 4286.637695
	Iteration 45Q: 3 clusters Score -778628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -778629.500000 Penalty: 4286.637695
	Iteration 46Q: 3 clusters Score -778629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -778630.125000 Penalty: 4286.637695
	Iteration 47Q: 3 clusters Score -778630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -778630.125000 Penalty: 4286.637695
	Iteration 48F: 3 clusters Score -778630.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Entering Unmasked Estep 
Score: -4725488.000000 Penalty: 2594.019287
	Iteration 0F: 2 clusters Score -4725488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4701758.000000 Penalty: 5188.038574
	Iteration 0F: 3 clusters Score -4701758 nChanged 15893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4711294.500000 Penalty: 5188.038574
	Iteration 1F: 3 clusters Score -4711294 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -4712748.000000 Penalty: 5188.038574
	Iteration 2F: 3 clusters Score -4712748 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -4714403.500000 Penalty: 5188.038574
	Iteration 3F: 3 clusters Score -4714404 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -4716334.000000 Penalty: 5188.038574
	Iteration 4F: 3 clusters Score -4716334 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -4718454.000000 Penalty: 5188.038574
	Iteration 5F: 3 clusters Score -4718454 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -4720576.000000 Penalty: 5188.038574
	Iteration 6F: 3 clusters Score -4720576 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4722362.000000 Penalty: 5188.038574
	Iteration 7F: 3 clusters Score -4722362 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -4723590.000000 Penalty: 5188.038574
	Iteration 8Q: 3 clusters Score -4723590 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -4724484.000000 Penalty: 5188.038574
	Iteration 9Q: 3 clusters Score -4724484 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4725092.000000 Penalty: 5188.038574
	Iteration 10Q: 3 clusters Score -4725092 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4725401.500000 Penalty: 5188.038574
	Iteration 11Q: 3 clusters Score -4725402 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4725544.500000 Penalty: 5188.038574
	Iteration 12Q: 3 clusters Score -4725544 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4725595.500000 Penalty: 5188.038574
	Iteration 13Q: 3 clusters Score -4725596 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4725618.500000 Penalty: 5188.038574
	Iteration 14Q: 3 clusters Score -4725618 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4725636.500000 Penalty: 5188.038574
	Iteration 15Q: 3 clusters Score -4725636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4725644.000000 Penalty: 5188.038574
	Iteration 16Q: 3 clusters Score -4725644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4725647.000000 Penalty: 5188.038574
	Iteration 17Q: 3 clusters Score -4725647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4725648.000000 Penalty: 5188.038574
	Iteration 18Q: 3 clusters Score -4725648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4725651.500000 Penalty: 5188.038574
	Iteration 19Q: 3 clusters Score -4725652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4725653.500000 Penalty: 5188.038574
	Iteration 20F: 3 clusters Score -4725654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4725653.500000 Penalty: 5188.038574
	Iteration 21Q: 3 clusters Score -4725654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4725656.000000 Penalty: 5188.038574
	Iteration 22Q: 3 clusters Score -4725656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4725658.500000 Penalty: 5188.038574
	Iteration 23Q: 3 clusters Score -4725658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4725662.000000 Penalty: 5188.038574
	Iteration 24Q: 3 clusters Score -4725662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4725662.500000 Penalty: 5188.038574
	Iteration 25Q: 3 clusters Score -4725662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4725663.500000 Penalty: 5188.038574
	Iteration 26Q: 3 clusters Score -4725664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4725663.500000 Penalty: 5188.038574
	Iteration 27F: 3 clusters Score -4725664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 133950 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54826 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 126296 members 
Mstep: Class 9 contains 14101 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 167339 members 
Mstep: Class 14 contains 92942 members 
Mstep: Class 15 contains 5667 members 
Mstep: Class 16 contains 32312 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3862 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 178357 members 
Mstep: Class 21 contains 72384 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80216 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 2571 members 
Entering Unmasked Estep 
Score: -137448400.000000 Penalty: 89173.351562
Splitting cluster 16 changes total score from -137448912.000000 to -137448400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -24049.376953 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -24049.38 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 104 members 
Entering Unmasked Estep 
Score: -22943.109375 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22943.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23016.714844 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -23016.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23037.451172 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -23037.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23043.552734 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -23043.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23048.398438 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -23048.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23048.398438 Penalty: 2666.138184
	Iteration 5F: 3 clusters Score -23048.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -507537.593750 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -507537.6 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 1933 members 
Entering Unmasked Estep 
Score: -503733.000000 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -503733 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -504570.375000 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -504570.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -504772.218750 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -504772.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -504905.718750 Penalty: 4096.434570
	Iteration 3F: 3 clusters Score -504905.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -505004.375000 Penalty: 4096.434570
	Iteration 4Q: 3 clusters Score -505004.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -505084.312500 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -505084.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -505139.750000 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -505139.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -505183.781250 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -505183.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -505217.406250 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -505217.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -505246.031250 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -505246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -505263.093750 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -505263.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -505276.593750 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -505276.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -505287.125000 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -505287.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -505293.937500 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -505293.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -505306.718750 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -505306.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -505318.281250 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -505318.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -505329.562500 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -505329.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -505341.218750 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -505341.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -505349.562500 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -505349.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -505355.343750 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -505355.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -505360.093750 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -505360.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -505367.406250 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -505367.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -505374.875000 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -505374.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -505380.781250 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -505380.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -505384.812500 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -505384.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -505391.750000 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -505391.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -505395.531250 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -505395.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -505402.906250 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -505402.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -505410.062500 Penalty: 4096.434570
	Iteration 28Q: 3 clusters Score -505410.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -505417.031250 Penalty: 4096.434570
	Iteration 29Q: 3 clusters Score -505417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -505422.406250 Penalty: 4096.434570
	Iteration 30Q: 3 clusters Score -505422.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -505426.687500 Penalty: 4096.434570
	Iteration 31Q: 3 clusters Score -505426.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -505432.312500 Penalty: 4096.434570
	Iteration 32Q: 3 clusters Score -505432.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -505441.031250 Penalty: 4096.434570
	Iteration 33Q: 3 clusters Score -505441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -505448.000000 Penalty: 4096.434570
	Iteration 34Q: 3 clusters Score -505448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -505454.625000 Penalty: 4096.434570
	Iteration 35Q: 3 clusters Score -505454.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -505462.812500 Penalty: 4096.434570
	Iteration 36Q: 3 clusters Score -505462.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -505472.843750 Penalty: 4096.434570
	Iteration 37Q: 3 clusters Score -505472.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -505478.406250 Penalty: 4096.434570
	Iteration 38Q: 3 clusters Score -505478.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -505483.250000 Penalty: 4096.434570
	Iteration 39Q: 3 clusters Score -505483.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -505487.281250 Penalty: 4096.434570
	Iteration 40F: 3 clusters Score -505487.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -505492.750000 Penalty: 4096.434570
	Iteration 41Q: 3 clusters Score -505492.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -505502.593750 Penalty: 4096.434570
	Iteration 42Q: 3 clusters Score -505502.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -505508.593750 Penalty: 4096.434570
	Iteration 43Q: 3 clusters Score -505508.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -505518.343750 Penalty: 4096.434570
	Iteration 44Q: 3 clusters Score -505518.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -505526.906250 Penalty: 4096.434570
	Iteration 45Q: 3 clusters Score -505526.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -505535.187500 Penalty: 4096.434570
	Iteration 46Q: 3 clusters Score -505535.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -505548.531250 Penalty: 4096.434570
	Iteration 47Q: 3 clusters Score -505548.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -505560.593750 Penalty: 4096.434570
	Iteration 48Q: 3 clusters Score -505560.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -505575.656250 Penalty: 4096.434570
	Iteration 49Q: 3 clusters Score -505575.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -505590.218750 Penalty: 4096.434570
	Iteration 50Q: 3 clusters Score -505590.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -505602.687500 Penalty: 4096.434570
	Iteration 51Q: 3 clusters Score -505602.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -505622.718750 Penalty: 4096.434570
	Iteration 52Q: 3 clusters Score -505622.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -505646.500000 Penalty: 4096.434570
	Iteration 53Q: 3 clusters Score -505646.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -505669.500000 Penalty: 4096.434570
	Iteration 54Q: 3 clusters Score -505669.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -505701.875000 Penalty: 4096.434570
	Iteration 55Q: 3 clusters Score -505701.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -505738.218750 Penalty: 4096.434570
	Iteration 56Q: 3 clusters Score -505738.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -505768.375000 Penalty: 4096.434570
	Iteration 57Q: 3 clusters Score -505768.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -505805.625000 Penalty: 4096.434570
	Iteration 58Q: 3 clusters Score -505805.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -505846.062500 Penalty: 4096.434570
	Iteration 59Q: 3 clusters Score -505846.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -505885.843750 Penalty: 4096.434570
	Iteration 60F: 3 clusters Score -505885.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -505927.312500 Penalty: 4096.434570
	Iteration 61Q: 3 clusters Score -505927.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -505970.937500 Penalty: 4096.434570
	Iteration 62Q: 3 clusters Score -505970.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -506002.281250 Penalty: 4096.434570
	Iteration 63Q: 3 clusters Score -506002.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -506032.812500 Penalty: 4096.434570
	Iteration 64Q: 3 clusters Score -506032.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -506055.656250 Penalty: 4096.434570
	Iteration 65Q: 3 clusters Score -506055.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -506069.031250 Penalty: 4096.434570
	Iteration 66Q: 3 clusters Score -506069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -506081.500000 Penalty: 4096.434570
	Iteration 67Q: 3 clusters Score -506081.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -506096.593750 Penalty: 4096.434570
	Iteration 68Q: 3 clusters Score -506096.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -506109.687500 Penalty: 4096.434570
	Iteration 69Q: 3 clusters Score -506109.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -506118.812500 Penalty: 4096.434570
	Iteration 70Q: 3 clusters Score -506118.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -506126.125000 Penalty: 4096.434570
	Iteration 71Q: 3 clusters Score -506126.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -506132.062500 Penalty: 4096.434570
	Iteration 72Q: 3 clusters Score -506132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -506141.781250 Penalty: 4096.434570
	Iteration 73Q: 3 clusters Score -506141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -506146.656250 Penalty: 4096.434570
	Iteration 74Q: 3 clusters Score -506146.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -506150.375000 Penalty: 4096.434570
	Iteration 75Q: 3 clusters Score -506150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -506152.718750 Penalty: 4096.434570
	Iteration 76Q: 3 clusters Score -506152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -506154.312500 Penalty: 4096.434570
	Iteration 77Q: 3 clusters Score -506154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -506158.000000 Penalty: 4096.434570
	Iteration 78Q: 3 clusters Score -506158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -506159.187500 Penalty: 4096.434570
	Iteration 79Q: 3 clusters Score -506159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -506160.500000 Penalty: 4096.434570
	Iteration 80F: 3 clusters Score -506160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -506161.656250 Penalty: 4096.434570
	Iteration 81Q: 3 clusters Score -506161.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -506162.250000 Penalty: 4096.434570
	Iteration 82Q: 3 clusters Score -506162.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -506162.250000 Penalty: 4096.434570
	Iteration 83F: 3 clusters Score -506162.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -158648.625000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158648.6 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 602 members 
Entering Unmasked Estep 
Score: -156619.656250 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156619.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -157004.796875 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -157004.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -157158.609375 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157158.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -157278.187500 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -157278.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -157334.593750 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -157334.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -157358.921875 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157358.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -157370.234375 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -157383.656250 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157383.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -157396.343750 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157396.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -157406.171875 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -157420.171875 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -157428.968750 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -157429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -157437.234375 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -157437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -157443.656250 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -157443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -157447.234375 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -157447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -157450.359375 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -157450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -157452.359375 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -157452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -157456.093750 Penalty: 3509.601318
	Iteration 17Q: 3 clusters Score -157456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -157461.453125 Penalty: 3509.601318
	Iteration 18Q: 3 clusters Score -157461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -157465.812500 Penalty: 3509.601318
	Iteration 19Q: 3 clusters Score -157465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -157468.484375 Penalty: 3509.601318
	Iteration 20F: 3 clusters Score -157468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -157469.046875 Penalty: 3509.601318
	Iteration 21Q: 3 clusters Score -157469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -157469.046875 Penalty: 3509.601318
	Iteration 22F: 3 clusters Score -157469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (178357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178357 members 
Entering Unmasked Estep 
Score: -24666718.000000 Penalty: 2998.702393
	Iteration 0F: 2 clusters Score -2.466672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -24552220.000000 Penalty: 5997.404785
	Iteration 0F: 3 clusters Score -2.455222e+07 nChanged 85498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -24602114.000000 Penalty: 5997.404785
	Iteration 1F: 3 clusters Score -2.460211e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90316 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -24603046.000000 Penalty: 5997.404785
	Iteration 2Q: 3 clusters Score -2.460305e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91031 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -24604250.000000 Penalty: 5997.404785
	Iteration 3Q: 3 clusters Score -2.460425e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91946 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -24605918.000000 Penalty: 5997.404785
	Iteration 4Q: 3 clusters Score -2.460592e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93115 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -24607688.000000 Penalty: 5997.404785
	Iteration 5Q: 3 clusters Score -2.460769e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -24609622.000000 Penalty: 5997.404785
	Iteration 6Q: 3 clusters Score -2.460962e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -24612580.000000 Penalty: 5997.404785
	Iteration 7Q: 3 clusters Score -2.461258e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99684 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -24616298.000000 Penalty: 5997.404785
	Iteration 8Q: 3 clusters Score -2.46163e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103175 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -24621158.000000 Penalty: 5997.404785
	Iteration 9F: 3 clusters Score -2.462116e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107143 members 
Mstep: Class 2 contains 71214 members 
Entering Unmasked Estep 
Score: -24627816.000000 Penalty: 5997.404785
	Iteration 10F: 3 clusters Score -2.462782e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110957 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -24635682.000000 Penalty: 5997.404785
	Iteration 11F: 3 clusters Score -2.463568e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -24641562.000000 Penalty: 5997.404785
	Iteration 12F: 3 clusters Score -2.464156e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116262 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -24644720.000000 Penalty: 5997.404785
	Iteration 13Q: 3 clusters Score -2.464472e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118466 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -24646016.000000 Penalty: 5997.404785
	Iteration 14Q: 3 clusters Score -2.464602e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120717 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -24646824.000000 Penalty: 5997.404785
	Iteration 15Q: 3 clusters Score -2.464682e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123108 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -24647602.000000 Penalty: 5997.404785
	Iteration 16Q: 3 clusters Score -2.46476e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125546 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -24648152.000000 Penalty: 5997.404785
	Iteration 17Q: 3 clusters Score -2.464815e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128056 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -24648906.000000 Penalty: 5997.404785
	Iteration 18Q: 3 clusters Score -2.464891e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130705 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -24649616.000000 Penalty: 5997.404785
	Iteration 19Q: 3 clusters Score -2.464962e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133397 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -24650372.000000 Penalty: 5997.404785
	Iteration 20F: 3 clusters Score -2.465037e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136140 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -24651132.000000 Penalty: 5997.404785
	Iteration 21Q: 3 clusters Score -2.465113e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139117 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -24651966.000000 Penalty: 5997.404785
	Iteration 22Q: 3 clusters Score -2.465197e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142237 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -24652950.000000 Penalty: 5997.404785
	Iteration 23Q: 3 clusters Score -2.465295e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145459 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -24653806.000000 Penalty: 5997.404785
	Iteration 24Q: 3 clusters Score -2.465381e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148737 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -24654908.000000 Penalty: 5997.404785
	Iteration 25Q: 3 clusters Score -2.465491e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151891 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -24655858.000000 Penalty: 5997.404785
	Iteration 26Q: 3 clusters Score -2.465586e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154904 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -24656984.000000 Penalty: 5997.404785
	Iteration 27Q: 3 clusters Score -2.465698e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157799 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -24658076.000000 Penalty: 5997.404785
	Iteration 28Q: 3 clusters Score -2.465808e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160469 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -24659064.000000 Penalty: 5997.404785
	Iteration 29Q: 3 clusters Score -2.465906e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162932 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -24660006.000000 Penalty: 5997.404785
	Iteration 30Q: 3 clusters Score -2.466001e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165085 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -24660984.000000 Penalty: 5997.404785
	Iteration 31Q: 3 clusters Score -2.466098e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -24661620.000000 Penalty: 5997.404785
	Iteration 32Q: 3 clusters Score -2.466162e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168513 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -24662194.000000 Penalty: 5997.404785
	Iteration 33Q: 3 clusters Score -2.466219e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -24662626.000000 Penalty: 5997.404785
	Iteration 34Q: 3 clusters Score -2.466263e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170913 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -24663030.000000 Penalty: 5997.404785
	Iteration 35Q: 3 clusters Score -2.466303e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171783 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -24663328.000000 Penalty: 5997.404785
	Iteration 36Q: 3 clusters Score -2.466333e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172516 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -24663578.000000 Penalty: 5997.404785
	Iteration 37Q: 3 clusters Score -2.466358e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -24663888.000000 Penalty: 5997.404785
	Iteration 38Q: 3 clusters Score -2.466389e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173545 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -24664006.000000 Penalty: 5997.404785
	Iteration 39Q: 3 clusters Score -2.466401e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173891 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -24664130.000000 Penalty: 5997.404785
	Iteration 40F: 3 clusters Score -2.466413e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174205 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -24664224.000000 Penalty: 5997.404785
	Iteration 41Q: 3 clusters Score -2.466422e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174479 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -24664364.000000 Penalty: 5997.404785
	Iteration 42Q: 3 clusters Score -2.466436e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174680 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -24664366.000000 Penalty: 5997.404785
	Iteration 43Q: 3 clusters Score -2.466437e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174851 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -24664350.000000 Penalty: 5997.404785
	Iteration 44Q: 3 clusters Score -2.466435e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174984 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -24664404.000000 Penalty: 5997.404785
	Iteration 45Q: 3 clusters Score -2.46644e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175095 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -24664454.000000 Penalty: 5997.404785
	Iteration 46Q: 3 clusters Score -2.466445e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175179 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -24664464.000000 Penalty: 5997.404785
	Iteration 47Q: 3 clusters Score -2.466446e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175240 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -24664534.000000 Penalty: 5997.404785
	Iteration 48Q: 3 clusters Score -2.466453e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175301 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -24664550.000000 Penalty: 5997.404785
	Iteration 49Q: 3 clusters Score -2.466455e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175355 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -24664572.000000 Penalty: 5997.404785
	Iteration 50Q: 3 clusters Score -2.466457e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175398 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -24664594.000000 Penalty: 5997.404785
	Iteration 51Q: 3 clusters Score -2.466459e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175435 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -24664596.000000 Penalty: 5997.404785
	Iteration 52Q: 3 clusters Score -2.46646e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -24664636.000000 Penalty: 5997.404785
	Iteration 53Q: 3 clusters Score -2.466464e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175498 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -24664620.000000 Penalty: 5997.404785
	Iteration 54Q: 3 clusters Score -2.466462e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175527 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -24664636.000000 Penalty: 5997.404785
	Iteration 55Q: 3 clusters Score -2.466464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175556 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -24664662.000000 Penalty: 5997.404785
	Iteration 56Q: 3 clusters Score -2.466466e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175585 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -24664668.000000 Penalty: 5997.404785
	Iteration 57Q: 3 clusters Score -2.466467e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175608 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -24664692.000000 Penalty: 5997.404785
	Iteration 58Q: 3 clusters Score -2.466469e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -24664690.000000 Penalty: 5997.404785
	Iteration 59Q: 3 clusters Score -2.466469e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175641 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -24664698.000000 Penalty: 5997.404785
	Iteration 60F: 3 clusters Score -2.46647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175659 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -24664710.000000 Penalty: 5997.404785
	Iteration 61Q: 3 clusters Score -2.466471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175677 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -24664700.000000 Penalty: 5997.404785
	Iteration 62Q: 3 clusters Score -2.46647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175688 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -24664696.000000 Penalty: 5997.404785
	Iteration 63Q: 3 clusters Score -2.46647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175695 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -24664696.000000 Penalty: 5997.404785
	Iteration 64Q: 3 clusters Score -2.46647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175707 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -24664696.000000 Penalty: 5997.404785
	Iteration 65Q: 3 clusters Score -2.46647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175715 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -24664706.000000 Penalty: 5997.404785
	Iteration 66Q: 3 clusters Score -2.466471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175717 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -24664714.000000 Penalty: 5997.404785
	Iteration 67Q: 3 clusters Score -2.466471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175720 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -24664720.000000 Penalty: 5997.404785
	Iteration 68Q: 3 clusters Score -2.466472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175722 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -24664718.000000 Penalty: 5997.404785
	Iteration 69Q: 3 clusters Score -2.466472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175723 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -24664722.000000 Penalty: 5997.404785
	Iteration 70Q: 3 clusters Score -2.466472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175724 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -24664728.000000 Penalty: 5997.404785
	Iteration 71Q: 3 clusters Score -2.466473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175724 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -24664728.000000 Penalty: 5997.404785
	Iteration 72F: 3 clusters Score -2.466473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (72384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Entering Unmasked Estep 
Score: -10048863.000000 Penalty: 2775.055664
	Iteration 0F: 2 clusters Score -1.004886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -10000358.000000 Penalty: 5550.111328
	Iteration 0F: 3 clusters Score -1.000036e+07 nChanged 34022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -10019384.000000 Penalty: 5550.111328
	Iteration 1F: 3 clusters Score -1.001938e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -10020052.000000 Penalty: 5550.111328
	Iteration 2Q: 3 clusters Score -1.002005e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -10020710.000000 Penalty: 5550.111328
	Iteration 3Q: 3 clusters Score -1.002071e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -10021502.000000 Penalty: 5550.111328
	Iteration 4Q: 3 clusters Score -1.00215e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -10022577.000000 Penalty: 5550.111328
	Iteration 5Q: 3 clusters Score -1.002258e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -10023958.000000 Penalty: 5550.111328
	Iteration 6Q: 3 clusters Score -1.002396e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -10026331.000000 Penalty: 5550.111328
	Iteration 7F: 3 clusters Score -1.002633e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -10029707.000000 Penalty: 5550.111328
	Iteration 8F: 3 clusters Score -1.002971e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -10033995.000000 Penalty: 5550.111328
	Iteration 9F: 3 clusters Score -1.0034e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -10038135.000000 Penalty: 5550.111328
	Iteration 10F: 3 clusters Score -1.003814e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -10041238.000000 Penalty: 5550.111328
	Iteration 11Q: 3 clusters Score -1.004124e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -10042801.000000 Penalty: 5550.111328
	Iteration 12Q: 3 clusters Score -1.00428e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -10043602.000000 Penalty: 5550.111328
	Iteration 13Q: 3 clusters Score -1.00436e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -10044133.000000 Penalty: 5550.111328
	Iteration 14Q: 3 clusters Score -1.004413e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -10044547.000000 Penalty: 5550.111328
	Iteration 15Q: 3 clusters Score -1.004455e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 65320 members 
Entering Unmasked Estep 
Score: -10044859.000000 Penalty: 5550.111328
	Iteration 16Q: 3 clusters Score -1.004486e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -10045154.000000 Penalty: 5550.111328
	Iteration 17Q: 3 clusters Score -1.004515e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -10045406.000000 Penalty: 5550.111328
	Iteration 18Q: 3 clusters Score -1.004541e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
Score: -10045619.000000 Penalty: 5550.111328
	Iteration 19Q: 3 clusters Score -1.004562e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -10045814.000000 Penalty: 5550.111328
	Iteration 20F: 3 clusters Score -1.004581e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -10045964.000000 Penalty: 5550.111328
	Iteration 21Q: 3 clusters Score -1.004596e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -10046161.000000 Penalty: 5550.111328
	Iteration 22Q: 3 clusters Score -1.004616e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -10046278.000000 Penalty: 5550.111328
	Iteration 23Q: 3 clusters Score -1.004628e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -10046362.000000 Penalty: 5550.111328
	Iteration 24Q: 3 clusters Score -1.004636e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -10046420.000000 Penalty: 5550.111328
	Iteration 25Q: 3 clusters Score -1.004642e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -10046499.000000 Penalty: 5550.111328
	Iteration 26Q: 3 clusters Score -1.00465e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -10046529.000000 Penalty: 5550.111328
	Iteration 27Q: 3 clusters Score -1.004653e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -10046586.000000 Penalty: 5550.111328
	Iteration 28Q: 3 clusters Score -1.004659e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -10046614.000000 Penalty: 5550.111328
	Iteration 29Q: 3 clusters Score -1.004661e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -10046613.000000 Penalty: 5550.111328
	Iteration 30Q: 3 clusters Score -1.004661e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -10046619.000000 Penalty: 5550.111328
	Iteration 31Q: 3 clusters Score -1.004662e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -10046644.000000 Penalty: 5550.111328
	Iteration 32Q: 3 clusters Score -1.004664e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -10046642.000000 Penalty: 5550.111328
	Iteration 33Q: 3 clusters Score -1.004664e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -10046662.000000 Penalty: 5550.111328
	Iteration 34Q: 3 clusters Score -1.004666e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -10046692.000000 Penalty: 5550.111328
	Iteration 35Q: 3 clusters Score -1.004669e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -10046705.000000 Penalty: 5550.111328
	Iteration 36Q: 3 clusters Score -1.00467e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -10046710.000000 Penalty: 5550.111328
	Iteration 37Q: 3 clusters Score -1.004671e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -10046712.000000 Penalty: 5550.111328
	Iteration 38Q: 3 clusters Score -1.004671e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -10046723.000000 Penalty: 5550.111328
	Iteration 39Q: 3 clusters Score -1.004672e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -10046731.000000 Penalty: 5550.111328
	Iteration 40F: 3 clusters Score -1.004673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 70395 members 
Entering Unmasked Estep 
Score: -10046765.000000 Penalty: 5550.111328
	Iteration 41Q: 3 clusters Score -1.004676e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 70433 members 
Entering Unmasked Estep 
Score: -10046799.000000 Penalty: 5550.111328
	Iteration 42Q: 3 clusters Score -1.00468e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -10046803.000000 Penalty: 5550.111328
	Iteration 43Q: 3 clusters Score -1.00468e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -10046809.000000 Penalty: 5550.111328
	Iteration 44Q: 3 clusters Score -1.004681e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -10046816.000000 Penalty: 5550.111328
	Iteration 45Q: 3 clusters Score -1.004682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -10046826.000000 Penalty: 5550.111328
	Iteration 46Q: 3 clusters Score -1.004683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -10046836.000000 Penalty: 5550.111328
	Iteration 47Q: 3 clusters Score -1.004684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -10046843.000000 Penalty: 5550.111328
	Iteration 48Q: 3 clusters Score -1.004684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -10046841.000000 Penalty: 5550.111328
	Iteration 49Q: 3 clusters Score -1.004684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -10046838.000000 Penalty: 5550.111328
	Iteration 50Q: 3 clusters Score -1.004684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -10046836.000000 Penalty: 5550.111328
	Iteration 51Q: 3 clusters Score -1.004684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -10046837.000000 Penalty: 5550.111328
	Iteration 52Q: 3 clusters Score -1.004684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -10046832.000000 Penalty: 5550.111328
	Iteration 53Q: 3 clusters Score -1.004683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -10046830.000000 Penalty: 5550.111328
	Iteration 54Q: 3 clusters Score -1.004683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -10046833.000000 Penalty: 5550.111328
	Iteration 55Q: 3 clusters Score -1.004683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -10046835.000000 Penalty: 5550.111328
	Iteration 56Q: 3 clusters Score -1.004684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -10046835.000000 Penalty: 5550.111328
	Iteration 57Q: 3 clusters Score -1.004684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 70666 members 
Entering Unmasked Estep 
Score: -10046833.000000 Penalty: 5550.111328
	Iteration 58Q: 3 clusters Score -1.004683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -10046837.000000 Penalty: 5550.111328
	Iteration 59Q: 3 clusters Score -1.004684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -10046839.000000 Penalty: 5550.111328
	Iteration 60F: 3 clusters Score -1.004684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -10046834.000000 Penalty: 5550.111328
	Iteration 61Q: 3 clusters Score -1.004683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -10046835.000000 Penalty: 5550.111328
	Iteration 62Q: 3 clusters Score -1.004684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -10046835.000000 Penalty: 5550.111328
	Iteration 63F: 3 clusters Score -1.004684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -160521.531250 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -160521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -158459.750000 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -158459.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -158893.703125 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -158893.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159033.390625 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -159033.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -159114.937500 Penalty: 3522.022705
	Iteration 3F: 3 clusters Score -159114.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -159178.609375 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -159178.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159234.765625 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -159234.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -159276.968750 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -159277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -159315.312500 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -159315.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -159353.875000 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -159353.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -159393.218750 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -159393.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -159431.046875 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -159431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -159460.968750 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -159461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -159490.796875 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -159490.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -159507.859375 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -159507.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -159513.250000 Penalty: 3522.022705
	Iteration 14Q: 3 clusters Score -159513.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -159519.687500 Penalty: 3522.022705
	Iteration 15Q: 3 clusters Score -159519.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -159529.437500 Penalty: 3522.022705
	Iteration 16Q: 3 clusters Score -159529.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -159541.093750 Penalty: 3522.022705
	Iteration 17Q: 3 clusters Score -159541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -159549.984375 Penalty: 3522.022705
	Iteration 18Q: 3 clusters Score -159550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -159562.718750 Penalty: 3522.022705
	Iteration 19Q: 3 clusters Score -159562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -159576.875000 Penalty: 3522.022705
	Iteration 20F: 3 clusters Score -159576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -159597.140625 Penalty: 3522.022705
	Iteration 21Q: 3 clusters Score -159597.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -159611.578125 Penalty: 3522.022705
	Iteration 22Q: 3 clusters Score -159611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -159619.640625 Penalty: 3522.022705
	Iteration 23Q: 3 clusters Score -159619.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -159636.390625 Penalty: 3522.022705
	Iteration 24Q: 3 clusters Score -159636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -159645.187500 Penalty: 3522.022705
	Iteration 25Q: 3 clusters Score -159645.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -159645.187500 Penalty: 3522.022705
	Iteration 26F: 3 clusters Score -159645.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -13573.099609 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -13573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12672.847656 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -12672.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12686.189453 Penalty: 2386.843506
	Iteration 1Q: 3 clusters Score -12686.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12692.575195 Penalty: 2386.843506
	Iteration 2Q: 3 clusters Score -12692.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12692.575195 Penalty: 2386.843506
	Iteration 3F: 3 clusters Score -12692.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (80216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Entering Unmasked Estep 
Score: -11171944.000000 Penalty: 2800.534668
	Iteration 0F: 2 clusters Score -1.117194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -11118200.000000 Penalty: 5601.069336
	Iteration 0F: 3 clusters Score -1.11182e+07 nChanged 37677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -11139947.000000 Penalty: 5601.069336
	Iteration 1F: 3 clusters Score -1.113995e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -11140756.000000 Penalty: 5601.069336
	Iteration 2Q: 3 clusters Score -1.114076e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -11142046.000000 Penalty: 5601.069336
	Iteration 3Q: 3 clusters Score -1.114205e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -11144115.000000 Penalty: 5601.069336
	Iteration 4F: 3 clusters Score -1.114412e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -11148028.000000 Penalty: 5601.069336
	Iteration 5F: 3 clusters Score -1.114803e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -11154270.000000 Penalty: 5601.069336
	Iteration 6F: 3 clusters Score -1.115427e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -11161380.000000 Penalty: 5601.069336
	Iteration 7F: 3 clusters Score -1.116138e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -11166550.000000 Penalty: 5601.069336
	Iteration 8F: 3 clusters Score -1.116655e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -11168682.000000 Penalty: 5601.069336
	Iteration 9Q: 3 clusters Score -1.116868e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -11169575.000000 Penalty: 5601.069336
	Iteration 10Q: 3 clusters Score -1.116958e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -11169975.000000 Penalty: 5601.069336
	Iteration 11Q: 3 clusters Score -1.116998e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -11170177.000000 Penalty: 5601.069336
	Iteration 12Q: 3 clusters Score -1.117018e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -11170246.000000 Penalty: 5601.069336
	Iteration 13Q: 3 clusters Score -1.117025e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -11170324.000000 Penalty: 5601.069336
	Iteration 14Q: 3 clusters Score -1.117032e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -11170364.000000 Penalty: 5601.069336
	Iteration 15Q: 3 clusters Score -1.117036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -11170383.000000 Penalty: 5601.069336
	Iteration 16Q: 3 clusters Score -1.117038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -11170410.000000 Penalty: 5601.069336
	Iteration 17Q: 3 clusters Score -1.117041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -11170430.000000 Penalty: 5601.069336
	Iteration 18Q: 3 clusters Score -1.117043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 79319 members 
Entering Unmasked Estep 
Score: -11170437.000000 Penalty: 5601.069336
	Iteration 19Q: 3 clusters Score -1.117044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -11170437.000000 Penalty: 5601.069336
	Iteration 20F: 3 clusters Score -1.117044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
Score: -11170429.000000 Penalty: 5601.069336
	Iteration 21Q: 3 clusters Score -1.117043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -11170434.000000 Penalty: 5601.069336
	Iteration 22Q: 3 clusters Score -1.117043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 79319 members 
Entering Unmasked Estep 
Score: -11170431.000000 Penalty: 5601.069336
	Iteration 23Q: 3 clusters Score -1.117043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -11170429.000000 Penalty: 5601.069336
	Iteration 24Q: 3 clusters Score -1.117043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 79319 members 
Entering Unmasked Estep 
Score: -11170437.000000 Penalty: 5601.069336
	Iteration 25Q: 3 clusters Score -1.117044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 79319 members 
Entering Unmasked Estep 
Score: -11170437.000000 Penalty: 5601.069336
	Iteration 26F: 3 clusters Score -1.117044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -23335.710938 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -23335.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22240.689453 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -22240.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22315.484375 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -22315.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22325.042969 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -22325.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22325.042969 Penalty: 2632.900635
	Iteration 3F: 3 clusters Score -22325.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 133950 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54826 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 126296 members 
Mstep: Class 9 contains 14101 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 167339 members 
Mstep: Class 14 contains 92942 members 
Mstep: Class 15 contains 5667 members 
Mstep: Class 16 contains 34883 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3862 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 178357 members 
Mstep: Class 21 contains 72384 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80216 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448928.000000 Penalty: 85743.609375
Iteration 279Q: 26 clusters Score -1.374489e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 134024 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54810 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 126462 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 167131 members 
Mstep: Class 14 contains 93009 members 
Mstep: Class 15 contains 5668 members 
Mstep: Class 16 contains 34856 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3863 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 178149 members 
Mstep: Class 21 contains 72419 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80277 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448928.000000 Penalty: 85743.609375
Iteration 280F: 26 clusters Score -1.374489e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 134066 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54792 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 126594 members 
Mstep: Class 9 contains 14165 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 166951 members 
Mstep: Class 14 contains 93062 members 
Mstep: Class 15 contains 5669 members 
Mstep: Class 16 contains 34825 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3864 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 177964 members 
Mstep: Class 21 contains 72466 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448816.000000 Penalty: 85743.609375
Iteration 281Q: 26 clusters Score -1.374488e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 134101 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54756 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 126718 members 
Mstep: Class 9 contains 14187 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 166793 members 
Mstep: Class 14 contains 93101 members 
Mstep: Class 15 contains 5670 members 
Mstep: Class 16 contains 34806 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 177812 members 
Mstep: Class 21 contains 72526 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80406 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448864.000000 Penalty: 85743.609375
Iteration 282Q: 26 clusters Score -1.374489e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 134121 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54729 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 126830 members 
Mstep: Class 9 contains 14204 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 166642 members 
Mstep: Class 14 contains 93149 members 
Mstep: Class 15 contains 5679 members 
Mstep: Class 16 contains 34783 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 177645 members 
Mstep: Class 21 contains 72582 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80479 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449152.000000 Penalty: 85743.609375
Iteration 283Q: 26 clusters Score -1.374492e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 134131 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54704 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 126951 members 
Mstep: Class 9 contains 14220 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 166465 members 
Mstep: Class 14 contains 93211 members 
Mstep: Class 15 contains 5691 members 
Mstep: Class 16 contains 34767 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 177487 members 
Mstep: Class 21 contains 72645 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80541 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449200.000000 Penalty: 85743.609375
Iteration 284Q: 26 clusters Score -1.374492e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 134158 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54690 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 127060 members 
Mstep: Class 9 contains 14241 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 166281 members 
Mstep: Class 14 contains 93261 members 
Mstep: Class 15 contains 5696 members 
Mstep: Class 16 contains 34760 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 177351 members 
Mstep: Class 21 contains 72692 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80603 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449024.000000 Penalty: 85743.609375
Iteration 285Q: 26 clusters Score -1.37449e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 134182 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54687 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 127168 members 
Mstep: Class 9 contains 14266 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 166114 members 
Mstep: Class 14 contains 93309 members 
Mstep: Class 15 contains 5695 members 
Mstep: Class 16 contains 34740 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 177220 members 
Mstep: Class 21 contains 72746 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80646 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449104.000000 Penalty: 85743.609375
Iteration 286Q: 26 clusters Score -1.374491e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 134208 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54667 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 127281 members 
Mstep: Class 9 contains 14298 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 165964 members 
Mstep: Class 14 contains 93353 members 
Mstep: Class 15 contains 5689 members 
Mstep: Class 16 contains 34729 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 177079 members 
Mstep: Class 21 contains 72798 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80687 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448960.000000 Penalty: 85743.609375
Iteration 287Q: 26 clusters Score -1.37449e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 134223 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54650 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 127401 members 
Mstep: Class 9 contains 14303 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 165806 members 
Mstep: Class 14 contains 93392 members 
Mstep: Class 15 contains 5687 members 
Mstep: Class 16 contains 34715 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 176973 members 
Mstep: Class 21 contains 72848 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80729 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449088.000000 Penalty: 85743.609375
Iteration 288Q: 26 clusters Score -1.374491e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 134277 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54640 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 127503 members 
Mstep: Class 9 contains 14312 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 165655 members 
Mstep: Class 14 contains 93438 members 
Mstep: Class 15 contains 5686 members 
Mstep: Class 16 contains 34681 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 176836 members 
Mstep: Class 21 contains 72912 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80768 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449104.000000 Penalty: 85743.609375
Iteration 289Q: 26 clusters Score -1.374491e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 134305 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54642 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 127611 members 
Mstep: Class 9 contains 14327 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 165511 members 
Mstep: Class 14 contains 93462 members 
Mstep: Class 15 contains 5686 members 
Mstep: Class 16 contains 34663 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 176691 members 
Mstep: Class 21 contains 72957 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80820 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448848.000000 Penalty: 85743.609375
Iteration 290Q: 26 clusters Score -1.374488e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 134307 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54637 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 127711 members 
Mstep: Class 9 contains 14338 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 165362 members 
Mstep: Class 14 contains 93503 members 
Mstep: Class 15 contains 5687 members 
Mstep: Class 16 contains 34645 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 176561 members 
Mstep: Class 21 contains 73012 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80882 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448928.000000 Penalty: 85743.609375
Iteration 291Q: 26 clusters Score -1.374489e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 134308 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54636 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 127814 members 
Mstep: Class 9 contains 14345 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 165232 members 
Mstep: Class 14 contains 93532 members 
Mstep: Class 15 contains 5686 members 
Mstep: Class 16 contains 34629 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 176410 members 
Mstep: Class 21 contains 73073 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 80953 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449088.000000 Penalty: 85743.609375
Iteration 292Q: 26 clusters Score -1.374491e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 134311 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54627 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 127914 members 
Mstep: Class 9 contains 14350 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 165146 members 
Mstep: Class 14 contains 93555 members 
Mstep: Class 15 contains 5687 members 
Mstep: Class 16 contains 34616 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 176243 members 
Mstep: Class 21 contains 73141 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81000 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448976.000000 Penalty: 85743.609375
Iteration 293Q: 26 clusters Score -1.37449e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 134308 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54621 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128010 members 
Mstep: Class 9 contains 14353 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 165037 members 
Mstep: Class 14 contains 93599 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 34603 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 176108 members 
Mstep: Class 21 contains 73187 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81050 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448832.000000 Penalty: 85743.609375
Iteration 294Q: 26 clusters Score -1.374488e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 134313 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54605 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128108 members 
Mstep: Class 9 contains 14356 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 164943 members 
Mstep: Class 14 contains 93625 members 
Mstep: Class 15 contains 5682 members 
Mstep: Class 16 contains 34588 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175955 members 
Mstep: Class 21 contains 73264 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81097 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448960.000000 Penalty: 85743.609375
Iteration 295Q: 26 clusters Score -1.37449e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 134314 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54585 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128197 members 
Mstep: Class 9 contains 14360 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 164827 members 
Mstep: Class 14 contains 93638 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 34569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3902 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175855 members 
Mstep: Class 21 contains 73334 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81149 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449216.000000 Penalty: 85743.609375
Iteration 296Q: 26 clusters Score -1.374492e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 134327 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54570 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128259 members 
Mstep: Class 9 contains 14365 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 164717 members 
Mstep: Class 14 contains 93649 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 34559 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175800 members 
Mstep: Class 21 contains 73385 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81184 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449296.000000 Penalty: 85743.609375
Iteration 297Q: 26 clusters Score -1.374493e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 134352 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54555 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128322 members 
Mstep: Class 9 contains 14365 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 164632 members 
Mstep: Class 14 contains 93663 members 
Mstep: Class 15 contains 5671 members 
Mstep: Class 16 contains 34552 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175754 members 
Mstep: Class 21 contains 73415 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81198 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449136.000000 Penalty: 85743.609375
Iteration 298Q: 26 clusters Score -1.374491e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 134370 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54539 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128385 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 164528 members 
Mstep: Class 14 contains 93668 members 
Mstep: Class 15 contains 5664 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175713 members 
Mstep: Class 21 contains 73467 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81222 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448944.000000 Penalty: 85743.609375
Iteration 299Q: 26 clusters Score -1.374489e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 134377 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54523 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128458 members 
Mstep: Class 9 contains 14381 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 164453 members 
Mstep: Class 14 contains 93674 members 
Mstep: Class 15 contains 5664 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175621 members 
Mstep: Class 21 contains 73520 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81250 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137448944.000000 Penalty: 85743.609375
Iteration 300F: 26 clusters Score -1.374489e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 134378 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54506 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128542 members 
Mstep: Class 9 contains 14389 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 164386 members 
Mstep: Class 14 contains 93668 members 
Mstep: Class 15 contains 5670 members 
Mstep: Class 16 contains 34518 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175545 members 
Mstep: Class 21 contains 73571 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81264 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449120.000000 Penalty: 85743.609375
Iteration 301Q: 26 clusters Score -1.374491e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 134373 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54495 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128629 members 
Mstep: Class 9 contains 14390 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 164327 members 
Mstep: Class 14 contains 93679 members 
Mstep: Class 15 contains 5670 members 
Mstep: Class 16 contains 34513 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175469 members 
Mstep: Class 21 contains 73603 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81279 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449120.000000 Penalty: 85743.609375
Iteration 302Q: 26 clusters Score -1.374491e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 134337 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54489 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128723 members 
Mstep: Class 9 contains 14395 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 164261 members 
Mstep: Class 14 contains 93686 members 
Mstep: Class 15 contains 5669 members 
Mstep: Class 16 contains 34507 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175433 members 
Mstep: Class 21 contains 73627 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81289 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449232.000000 Penalty: 85743.609375
Iteration 303Q: 26 clusters Score -1.374492e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 134322 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54486 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128805 members 
Mstep: Class 9 contains 14402 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 164219 members 
Mstep: Class 14 contains 93685 members 
Mstep: Class 15 contains 5662 members 
Mstep: Class 16 contains 34500 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175377 members 
Mstep: Class 21 contains 73651 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81303 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449168.000000 Penalty: 85743.609375
Iteration 304Q: 26 clusters Score -1.374492e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 134323 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54483 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128884 members 
Mstep: Class 9 contains 14406 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 164194 members 
Mstep: Class 14 contains 93679 members 
Mstep: Class 15 contains 5663 members 
Mstep: Class 16 contains 34492 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3918 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175280 members 
Mstep: Class 21 contains 73668 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81320 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449216.000000 Penalty: 85743.609375
Iteration 305Q: 26 clusters Score -1.374492e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 134325 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54474 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 128949 members 
Mstep: Class 9 contains 14409 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 164192 members 
Mstep: Class 14 contains 93677 members 
Mstep: Class 15 contains 5665 members 
Mstep: Class 16 contains 34486 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3922 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175169 members 
Mstep: Class 21 contains 73693 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81343 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449248.000000 Penalty: 85743.609375
Iteration 306Q: 26 clusters Score -1.374492e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 134323 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54468 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 129017 members 
Mstep: Class 9 contains 14415 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 164160 members 
Mstep: Class 14 contains 93674 members 
Mstep: Class 15 contains 5662 members 
Mstep: Class 16 contains 34472 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3925 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175093 members 
Mstep: Class 21 contains 73722 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81367 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449328.000000 Penalty: 85743.609375
Iteration 307Q: 26 clusters Score -1.374493e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 134322 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54469 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 129065 members 
Mstep: Class 9 contains 14424 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 164133 members 
Mstep: Class 14 contains 93679 members 
Mstep: Class 15 contains 5665 members 
Mstep: Class 16 contains 34464 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3923 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 175011 members 
Mstep: Class 21 contains 73746 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81393 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449360.000000 Penalty: 85743.609375
Iteration 308Q: 26 clusters Score -1.374494e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 134326 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54458 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 129107 members 
Mstep: Class 9 contains 14423 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 164118 members 
Mstep: Class 14 contains 93677 members 
Mstep: Class 15 contains 5663 members 
Mstep: Class 16 contains 34460 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3925 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174950 members 
Mstep: Class 21 contains 73778 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81405 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449424.000000 Penalty: 85743.609375
Iteration 309Q: 26 clusters Score -1.374494e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 134326 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54449 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 129158 members 
Mstep: Class 9 contains 14429 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 164118 members 
Mstep: Class 14 contains 93677 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 34458 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3927 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174862 members 
Mstep: Class 21 contains 73798 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81428 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449440.000000 Penalty: 85743.609375
Iteration 310Q: 26 clusters Score -1.374494e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 134333 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54447 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 129227 members 
Mstep: Class 9 contains 14433 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 164128 members 
Mstep: Class 14 contains 93665 members 
Mstep: Class 15 contains 5655 members 
Mstep: Class 16 contains 34457 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3930 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174718 members 
Mstep: Class 21 contains 73826 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81455 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449344.000000 Penalty: 85743.609375
Iteration 311Q: 26 clusters Score -1.374493e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 134334 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54437 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 129291 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 164098 members 
Mstep: Class 14 contains 93651 members 
Mstep: Class 15 contains 5652 members 
Mstep: Class 16 contains 34450 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174640 members 
Mstep: Class 21 contains 73855 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81474 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449424.000000 Penalty: 85743.609375
Iteration 312Q: 26 clusters Score -1.374494e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 134353 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54435 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 129357 members 
Mstep: Class 9 contains 14453 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 164042 members 
Mstep: Class 14 contains 93644 members 
Mstep: Class 15 contains 5653 members 
Mstep: Class 16 contains 34445 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3933 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174535 members 
Mstep: Class 21 contains 73900 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81495 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449600.000000 Penalty: 85743.609375
Iteration 313Q: 26 clusters Score -1.374496e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 134349 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54429 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 129428 members 
Mstep: Class 9 contains 14455 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 163981 members 
Mstep: Class 14 contains 93628 members 
Mstep: Class 15 contains 5650 members 
Mstep: Class 16 contains 34436 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174474 members 
Mstep: Class 21 contains 73938 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81525 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449584.000000 Penalty: 85743.609375
Iteration 314Q: 26 clusters Score -1.374496e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 134322 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54424 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 129491 members 
Mstep: Class 9 contains 14458 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 163954 members 
Mstep: Class 14 contains 93596 members 
Mstep: Class 15 contains 5650 members 
Mstep: Class 16 contains 34425 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174445 members 
Mstep: Class 21 contains 73973 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81552 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449632.000000 Penalty: 85743.609375
Iteration 315Q: 26 clusters Score -1.374496e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 134292 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54423 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 129552 members 
Mstep: Class 9 contains 14459 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 163938 members 
Mstep: Class 14 contains 93562 members 
Mstep: Class 15 contains 5650 members 
Mstep: Class 16 contains 34416 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174411 members 
Mstep: Class 21 contains 74006 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81572 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449664.000000 Penalty: 85743.609375
Iteration 316Q: 26 clusters Score -1.374497e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 134257 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54431 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 129611 members 
Mstep: Class 9 contains 14462 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 163917 members 
Mstep: Class 14 contains 93544 members 
Mstep: Class 15 contains 5651 members 
Mstep: Class 16 contains 34407 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174354 members 
Mstep: Class 21 contains 74049 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81592 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449680.000000 Penalty: 85743.609375
Iteration 317Q: 26 clusters Score -1.374497e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 134222 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54438 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 129682 members 
Mstep: Class 9 contains 14463 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 163881 members 
Mstep: Class 14 contains 93523 members 
Mstep: Class 15 contains 5651 members 
Mstep: Class 16 contains 34386 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174323 members 
Mstep: Class 21 contains 74090 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81608 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449888.000000 Penalty: 85743.609375
Iteration 318Q: 26 clusters Score -1.374499e+08 nChanged 588
Entering ConstructFrom: 
Score: -137449888.000000 Penalty: 85743.609375
Entering ConstructFrom: 
Trying to split cluster 1 (35689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Entering Unmasked Estep 
Score: -4976115.000000 Penalty: 2599.684082
	Iteration 0F: 2 clusters Score -4976115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -4951939.000000 Penalty: 5199.368164
	Iteration 0F: 3 clusters Score -4951939 nChanged 16176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4960845.000000 Penalty: 5199.368164
	Iteration 1F: 3 clusters Score -4960845 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -4961439.000000 Penalty: 5199.368164
	Iteration 2Q: 3 clusters Score -4961439 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4962078.500000 Penalty: 5199.368164
	Iteration 3Q: 3 clusters Score -4962078 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4962931.000000 Penalty: 5199.368164
	Iteration 4Q: 3 clusters Score -4962931 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -4964123.000000 Penalty: 5199.368164
	Iteration 5F: 3 clusters Score -4964123 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -4965887.000000 Penalty: 5199.368164
	Iteration 6F: 3 clusters Score -4965887 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -4968226.500000 Penalty: 5199.368164
	Iteration 7F: 3 clusters Score -4968226 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -4970469.000000 Penalty: 5199.368164
	Iteration 8F: 3 clusters Score -4970469 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4972066.500000 Penalty: 5199.368164
	Iteration 9Q: 3 clusters Score -4972066 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4973003.500000 Penalty: 5199.368164
	Iteration 10Q: 3 clusters Score -4973004 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -4973434.500000 Penalty: 5199.368164
	Iteration 11Q: 3 clusters Score -4973434 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -4973683.000000 Penalty: 5199.368164
	Iteration 12Q: 3 clusters Score -4973683 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -4973833.000000 Penalty: 5199.368164
	Iteration 13Q: 3 clusters Score -4973833 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -4973922.500000 Penalty: 5199.368164
	Iteration 14Q: 3 clusters Score -4973922 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4973980.500000 Penalty: 5199.368164
	Iteration 15Q: 3 clusters Score -4973980 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -4974008.500000 Penalty: 5199.368164
	Iteration 16Q: 3 clusters Score -4974008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -4974033.500000 Penalty: 5199.368164
	Iteration 17Q: 3 clusters Score -4974034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4974054.500000 Penalty: 5199.368164
	Iteration 18Q: 3 clusters Score -4974054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -4974074.500000 Penalty: 5199.368164
	Iteration 19Q: 3 clusters Score -4974074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4974089.000000 Penalty: 5199.368164
	Iteration 20F: 3 clusters Score -4974089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4974090.500000 Penalty: 5199.368164
	Iteration 21Q: 3 clusters Score -4974090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -4974091.500000 Penalty: 5199.368164
	Iteration 22Q: 3 clusters Score -4974092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -4974095.500000 Penalty: 5199.368164
	Iteration 23Q: 3 clusters Score -4974096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4974097.500000 Penalty: 5199.368164
	Iteration 24Q: 3 clusters Score -4974098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -4974112.000000 Penalty: 5199.368164
	Iteration 25Q: 3 clusters Score -4974112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -4974111.500000 Penalty: 5199.368164
	Iteration 26Q: 3 clusters Score -4974112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4974123.500000 Penalty: 5199.368164
	Iteration 27Q: 3 clusters Score -4974124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4974117.500000 Penalty: 5199.368164
	Iteration 28Q: 3 clusters Score -4974118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4974127.500000 Penalty: 5199.368164
	Iteration 29Q: 3 clusters Score -4974128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -4974126.500000 Penalty: 5199.368164
	Iteration 30Q: 3 clusters Score -4974126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4974129.000000 Penalty: 5199.368164
	Iteration 31Q: 3 clusters Score -4974129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4974118.000000 Penalty: 5199.368164
	Iteration 32Q: 3 clusters Score -4974118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4974118.000000 Penalty: 5199.368164
	Iteration 33Q: 3 clusters Score -4974118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -4974122.000000 Penalty: 5199.368164
	Iteration 34Q: 3 clusters Score -4974122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4974128.500000 Penalty: 5199.368164
	Iteration 35Q: 3 clusters Score -4974128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4974127.500000 Penalty: 5199.368164
	Iteration 36Q: 3 clusters Score -4974128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4974134.000000 Penalty: 5199.368164
	Iteration 37Q: 3 clusters Score -4974134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -4974133.000000 Penalty: 5199.368164
	Iteration 38Q: 3 clusters Score -4974133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -4974134.500000 Penalty: 5199.368164
	Iteration 39Q: 3 clusters Score -4974134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4974135.500000 Penalty: 5199.368164
	Iteration 40F: 3 clusters Score -4974136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -4974133.000000 Penalty: 5199.368164
	Iteration 41Q: 3 clusters Score -4974133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4974129.500000 Penalty: 5199.368164
	Iteration 42Q: 3 clusters Score -4974130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4974134.000000 Penalty: 5199.368164
	Iteration 43Q: 3 clusters Score -4974134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -4974133.000000 Penalty: 5199.368164
	Iteration 44Q: 3 clusters Score -4974133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4974132.500000 Penalty: 5199.368164
	Iteration 45Q: 3 clusters Score -4974132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4974134.500000 Penalty: 5199.368164
	Iteration 46Q: 3 clusters Score -4974134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4974132.000000 Penalty: 5199.368164
	Iteration 47Q: 3 clusters Score -4974132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4974133.000000 Penalty: 5199.368164
	Iteration 48Q: 3 clusters Score -4974133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4974133.000000 Penalty: 5199.368164
	Iteration 49F: 3 clusters Score -4974133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (134185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134185 members 
Entering Unmasked Estep 
Score: -18477972.000000 Penalty: 2928.129639
	Iteration 0F: 2 clusters Score -1.847797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -18387996.000000 Penalty: 5856.259277
	Iteration 0F: 3 clusters Score -1.8388e+07 nChanged 64170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -18425820.000000 Penalty: 5856.259277
	Iteration 1F: 3 clusters Score -1.842582e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -18427336.000000 Penalty: 5856.259277
	Iteration 2Q: 3 clusters Score -1.842734e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -18429458.000000 Penalty: 5856.259277
	Iteration 3Q: 3 clusters Score -1.842946e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56310 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -18432970.000000 Penalty: 5856.259277
	Iteration 4F: 3 clusters Score -1.843297e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -18438850.000000 Penalty: 5856.259277
	Iteration 5F: 3 clusters Score -1.843885e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -18446700.000000 Penalty: 5856.259277
	Iteration 6F: 3 clusters Score -1.84467e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 96549 members 
Entering Unmasked Estep 
Score: -18455754.000000 Penalty: 5856.259277
	Iteration 7F: 3 clusters Score -1.845575e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 101618 members 
Entering Unmasked Estep 
Score: -18462928.000000 Penalty: 5856.259277
	Iteration 8F: 3 clusters Score -1.846293e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -18466746.000000 Penalty: 5856.259277
	Iteration 9Q: 3 clusters Score -1.846675e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 107143 members 
Entering Unmasked Estep 
Score: -18468564.000000 Penalty: 5856.259277
	Iteration 10Q: 3 clusters Score -1.846856e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 109090 members 
Entering Unmasked Estep 
Score: -18469812.000000 Penalty: 5856.259277
	Iteration 11Q: 3 clusters Score -1.846981e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -18470754.000000 Penalty: 5856.259277
	Iteration 12Q: 3 clusters Score -1.847075e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 112200 members 
Entering Unmasked Estep 
Score: -18471426.000000 Penalty: 5856.259277
	Iteration 13Q: 3 clusters Score -1.847143e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 113525 members 
Entering Unmasked Estep 
Score: -18472046.000000 Penalty: 5856.259277
	Iteration 14Q: 3 clusters Score -1.847205e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 114699 members 
Entering Unmasked Estep 
Score: -18472518.000000 Penalty: 5856.259277
	Iteration 15Q: 3 clusters Score -1.847252e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 115724 members 
Entering Unmasked Estep 
Score: -18472892.000000 Penalty: 5856.259277
	Iteration 16Q: 3 clusters Score -1.847289e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 116703 members 
Entering Unmasked Estep 
Score: -18473236.000000 Penalty: 5856.259277
	Iteration 17Q: 3 clusters Score -1.847324e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 117612 members 
Entering Unmasked Estep 
Score: -18473596.000000 Penalty: 5856.259277
	Iteration 18Q: 3 clusters Score -1.84736e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 118480 members 
Entering Unmasked Estep 
Score: -18473888.000000 Penalty: 5856.259277
	Iteration 19Q: 3 clusters Score -1.847389e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 119269 members 
Entering Unmasked Estep 
Score: -18474068.000000 Penalty: 5856.259277
	Iteration 20F: 3 clusters Score -1.847407e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 119963 members 
Entering Unmasked Estep 
Score: -18474254.000000 Penalty: 5856.259277
	Iteration 21Q: 3 clusters Score -1.847425e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 120636 members 
Entering Unmasked Estep 
Score: -18474396.000000 Penalty: 5856.259277
	Iteration 22Q: 3 clusters Score -1.84744e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -18474522.000000 Penalty: 5856.259277
	Iteration 23Q: 3 clusters Score -1.847452e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 121908 members 
Entering Unmasked Estep 
Score: -18474660.000000 Penalty: 5856.259277
	Iteration 24Q: 3 clusters Score -1.847466e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 122515 members 
Entering Unmasked Estep 
Score: -18474802.000000 Penalty: 5856.259277
	Iteration 25Q: 3 clusters Score -1.84748e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 123111 members 
Entering Unmasked Estep 
Score: -18474972.000000 Penalty: 5856.259277
	Iteration 26Q: 3 clusters Score -1.847497e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 123619 members 
Entering Unmasked Estep 
Score: -18475062.000000 Penalty: 5856.259277
	Iteration 27Q: 3 clusters Score -1.847506e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 124089 members 
Entering Unmasked Estep 
Score: -18475172.000000 Penalty: 5856.259277
	Iteration 28Q: 3 clusters Score -1.847517e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 124520 members 
Entering Unmasked Estep 
Score: -18475266.000000 Penalty: 5856.259277
	Iteration 29Q: 3 clusters Score -1.847527e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 124892 members 
Entering Unmasked Estep 
Score: -18475348.000000 Penalty: 5856.259277
	Iteration 30Q: 3 clusters Score -1.847535e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 125229 members 
Entering Unmasked Estep 
Score: -18475412.000000 Penalty: 5856.259277
	Iteration 31Q: 3 clusters Score -1.847541e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -18475458.000000 Penalty: 5856.259277
	Iteration 32Q: 3 clusters Score -1.847546e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 125805 members 
Entering Unmasked Estep 
Score: -18475548.000000 Penalty: 5856.259277
	Iteration 33Q: 3 clusters Score -1.847555e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 126072 members 
Entering Unmasked Estep 
Score: -18475594.000000 Penalty: 5856.259277
	Iteration 34Q: 3 clusters Score -1.847559e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 126321 members 
Entering Unmasked Estep 
Score: -18475628.000000 Penalty: 5856.259277
	Iteration 35Q: 3 clusters Score -1.847563e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 126555 members 
Entering Unmasked Estep 
Score: -18475686.000000 Penalty: 5856.259277
	Iteration 36Q: 3 clusters Score -1.847569e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 126746 members 
Entering Unmasked Estep 
Score: -18475734.000000 Penalty: 5856.259277
	Iteration 37Q: 3 clusters Score -1.847573e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 126945 members 
Entering Unmasked Estep 
Score: -18475736.000000 Penalty: 5856.259277
	Iteration 38Q: 3 clusters Score -1.847574e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 127133 members 
Entering Unmasked Estep 
Score: -18475702.000000 Penalty: 5856.259277
	Iteration 39Q: 3 clusters Score -1.84757e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 127291 members 
Entering Unmasked Estep 
Score: -18475740.000000 Penalty: 5856.259277
	Iteration 40F: 3 clusters Score -1.847574e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 127446 members 
Entering Unmasked Estep 
Score: -18475740.000000 Penalty: 5856.259277
	Iteration 41Q: 3 clusters Score -1.847574e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -18475752.000000 Penalty: 5856.259277
	Iteration 42Q: 3 clusters Score -1.847575e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 127728 members 
Entering Unmasked Estep 
Score: -18475778.000000 Penalty: 5856.259277
	Iteration 43Q: 3 clusters Score -1.847578e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 127873 members 
Entering Unmasked Estep 
Score: -18475806.000000 Penalty: 5856.259277
	Iteration 44Q: 3 clusters Score -1.847581e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 128021 members 
Entering Unmasked Estep 
Score: -18475832.000000 Penalty: 5856.259277
	Iteration 45Q: 3 clusters Score -1.847583e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 128139 members 
Entering Unmasked Estep 
Score: -18475858.000000 Penalty: 5856.259277
	Iteration 46Q: 3 clusters Score -1.847586e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 128255 members 
Entering Unmasked Estep 
Score: -18475864.000000 Penalty: 5856.259277
	Iteration 47Q: 3 clusters Score -1.847586e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 128370 members 
Entering Unmasked Estep 
Score: -18475842.000000 Penalty: 5856.259277
	Iteration 48Q: 3 clusters Score -1.847584e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 128485 members 
Entering Unmasked Estep 
Score: -18475902.000000 Penalty: 5856.259277
	Iteration 49Q: 3 clusters Score -1.84759e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 128605 members 
Entering Unmasked Estep 
Score: -18475912.000000 Penalty: 5856.259277
	Iteration 50Q: 3 clusters Score -1.847591e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 128729 members 
Entering Unmasked Estep 
Score: -18475946.000000 Penalty: 5856.259277
	Iteration 51Q: 3 clusters Score -1.847595e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 128853 members 
Entering Unmasked Estep 
Score: -18475978.000000 Penalty: 5856.259277
	Iteration 52Q: 3 clusters Score -1.847598e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 128969 members 
Entering Unmasked Estep 
Score: -18475988.000000 Penalty: 5856.259277
	Iteration 53Q: 3 clusters Score -1.847599e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 129071 members 
Entering Unmasked Estep 
Score: -18475996.000000 Penalty: 5856.259277
	Iteration 54Q: 3 clusters Score -1.8476e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 129166 members 
Entering Unmasked Estep 
Score: -18476062.000000 Penalty: 5856.259277
	Iteration 55Q: 3 clusters Score -1.847606e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 129253 members 
Entering Unmasked Estep 
Score: -18476072.000000 Penalty: 5856.259277
	Iteration 56Q: 3 clusters Score -1.847607e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
Score: -18476104.000000 Penalty: 5856.259277
	Iteration 57Q: 3 clusters Score -1.84761e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -18476114.000000 Penalty: 5856.259277
	Iteration 58Q: 3 clusters Score -1.847611e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 129442 members 
Entering Unmasked Estep 
Score: -18476122.000000 Penalty: 5856.259277
	Iteration 59Q: 3 clusters Score -1.847612e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 129485 members 
Entering Unmasked Estep 
Score: -18476134.000000 Penalty: 5856.259277
	Iteration 60F: 3 clusters Score -1.847613e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -18476132.000000 Penalty: 5856.259277
	Iteration 61Q: 3 clusters Score -1.847613e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 129559 members 
Entering Unmasked Estep 
Score: -18476130.000000 Penalty: 5856.259277
	Iteration 62Q: 3 clusters Score -1.847613e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 129584 members 
Entering Unmasked Estep 
Score: -18476126.000000 Penalty: 5856.259277
	Iteration 63Q: 3 clusters Score -1.847613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 129601 members 
Entering Unmasked Estep 
Score: -18476132.000000 Penalty: 5856.259277
	Iteration 64Q: 3 clusters Score -1.847613e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 129622 members 
Entering Unmasked Estep 
Score: -18476142.000000 Penalty: 5856.259277
	Iteration 65Q: 3 clusters Score -1.847614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 129634 members 
Entering Unmasked Estep 
Score: -18476132.000000 Penalty: 5856.259277
	Iteration 66Q: 3 clusters Score -1.847613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 129650 members 
Entering Unmasked Estep 
Score: -18476140.000000 Penalty: 5856.259277
	Iteration 67Q: 3 clusters Score -1.847614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 129664 members 
Entering Unmasked Estep 
Score: -18476150.000000 Penalty: 5856.259277
	Iteration 68Q: 3 clusters Score -1.847615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 129682 members 
Entering Unmasked Estep 
Score: -18476144.000000 Penalty: 5856.259277
	Iteration 69Q: 3 clusters Score -1.847614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 129702 members 
Entering Unmasked Estep 
Score: -18476138.000000 Penalty: 5856.259277
	Iteration 70Q: 3 clusters Score -1.847614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 129726 members 
Entering Unmasked Estep 
Score: -18476144.000000 Penalty: 5856.259277
	Iteration 71Q: 3 clusters Score -1.847614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 129747 members 
Entering Unmasked Estep 
Score: -18476154.000000 Penalty: 5856.259277
	Iteration 72Q: 3 clusters Score -1.847615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 129770 members 
Entering Unmasked Estep 
Score: -18476172.000000 Penalty: 5856.259277
	Iteration 73Q: 3 clusters Score -1.847617e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 129788 members 
Entering Unmasked Estep 
Score: -18476140.000000 Penalty: 5856.259277
	Iteration 74Q: 3 clusters Score -1.847614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 129801 members 
Entering Unmasked Estep 
Score: -18476164.000000 Penalty: 5856.259277
	Iteration 75Q: 3 clusters Score -1.847616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 129813 members 
Entering Unmasked Estep 
Score: -18476170.000000 Penalty: 5856.259277
	Iteration 76Q: 3 clusters Score -1.847617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 129820 members 
Entering Unmasked Estep 
Score: -18476158.000000 Penalty: 5856.259277
	Iteration 77Q: 3 clusters Score -1.847616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 129824 members 
Entering Unmasked Estep 
Score: -18476176.000000 Penalty: 5856.259277
	Iteration 78Q: 3 clusters Score -1.847618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 129828 members 
Entering Unmasked Estep 
Score: -18476178.000000 Penalty: 5856.259277
	Iteration 79Q: 3 clusters Score -1.847618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 129832 members 
Entering Unmasked Estep 
Score: -18476170.000000 Penalty: 5856.259277
	Iteration 80F: 3 clusters Score -1.847617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 129835 members 
Entering Unmasked Estep 
Score: -18476164.000000 Penalty: 5856.259277
	Iteration 81Q: 3 clusters Score -1.847616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 129838 members 
Entering Unmasked Estep 
Score: -18476154.000000 Penalty: 5856.259277
	Iteration 82Q: 3 clusters Score -1.847615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 129841 members 
Entering Unmasked Estep 
Score: -18476160.000000 Penalty: 5856.259277
	Iteration 83Q: 3 clusters Score -1.847616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 129844 members 
Entering Unmasked Estep 
Score: -18476162.000000 Penalty: 5856.259277
	Iteration 84Q: 3 clusters Score -1.847616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 129846 members 
Entering Unmasked Estep 
Score: -18476156.000000 Penalty: 5856.259277
	Iteration 85Q: 3 clusters Score -1.847616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 129847 members 
Entering Unmasked Estep 
Score: -18476156.000000 Penalty: 5856.259277
	Iteration 86Q: 3 clusters Score -1.847616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 129848 members 
Entering Unmasked Estep 
Score: -18476158.000000 Penalty: 5856.259277
	Iteration 87Q: 3 clusters Score -1.847616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 129848 members 
Entering Unmasked Estep 
Score: -18476158.000000 Penalty: 5856.259277
	Iteration 88F: 3 clusters Score -1.847616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -102035.789062 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -102035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -100203.484375 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -100203.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100497.335938 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -100497.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100646.531250 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -100646.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100788.187500 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -100788.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100926.437500 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -100926.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101063.007812 Penalty: 3343.883545
	Iteration 5F: 3 clusters Score -101063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101166.796875 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -101166.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101271.468750 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -101271.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -101378.953125 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -101379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101457.851562 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -101457.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101496.929688 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -101496.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101518.179688 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -101518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101547.429688 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -101547.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101622.343750 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -101622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101637.031250 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -101637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101652.585938 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -101652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101659.734375 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -101659.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101662.054688 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -101662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101664.257812 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -101664.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101665.320312 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -101665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101666.906250 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -101666.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Entering Unmasked Estep 
Score: -595856.500000 Penalty: 2086.739990
	Iteration 0F: 2 clusters Score -595856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -591657.187500 Penalty: 4173.479980
	Iteration 0F: 3 clusters Score -591657.2 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -592704.500000 Penalty: 4173.479980
	Iteration 1F: 3 clusters Score -592704.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -592960.375000 Penalty: 4173.479980
	Iteration 2F: 3 clusters Score -592960.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -593132.687500 Penalty: 4173.479980
	Iteration 3F: 3 clusters Score -593132.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -593250.250000 Penalty: 4173.479980
	Iteration 4Q: 3 clusters Score -593250.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -593350.687500 Penalty: 4173.479980
	Iteration 5Q: 3 clusters Score -593350.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -593426.437500 Penalty: 4173.479980
	Iteration 6Q: 3 clusters Score -593426.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -593506.687500 Penalty: 4173.479980
	Iteration 7Q: 3 clusters Score -593506.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -593586.937500 Penalty: 4173.479980
	Iteration 8Q: 3 clusters Score -593586.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -593665.312500 Penalty: 4173.479980
	Iteration 9Q: 3 clusters Score -593665.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -593752.250000 Penalty: 4173.479980
	Iteration 10Q: 3 clusters Score -593752.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -593843.250000 Penalty: 4173.479980
	Iteration 11Q: 3 clusters Score -593843.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -593937.500000 Penalty: 4173.479980
	Iteration 12Q: 3 clusters Score -593937.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -594013.750000 Penalty: 4173.479980
	Iteration 13Q: 3 clusters Score -594013.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -594074.437500 Penalty: 4173.479980
	Iteration 14Q: 3 clusters Score -594074.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -594124.062500 Penalty: 4173.479980
	Iteration 15Q: 3 clusters Score -594124.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -594160.062500 Penalty: 4173.479980
	Iteration 16Q: 3 clusters Score -594160.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -594184.750000 Penalty: 4173.479980
	Iteration 17Q: 3 clusters Score -594184.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -594212.875000 Penalty: 4173.479980
	Iteration 18Q: 3 clusters Score -594212.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -594245.750000 Penalty: 4173.479980
	Iteration 19Q: 3 clusters Score -594245.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -594269.687500 Penalty: 4173.479980
	Iteration 20F: 3 clusters Score -594269.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -594293.812500 Penalty: 4173.479980
	Iteration 21Q: 3 clusters Score -594293.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -594313.500000 Penalty: 4173.479980
	Iteration 22Q: 3 clusters Score -594313.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -594338.000000 Penalty: 4173.479980
	Iteration 23Q: 3 clusters Score -594338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -594356.312500 Penalty: 4173.479980
	Iteration 24Q: 3 clusters Score -594356.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -594377.250000 Penalty: 4173.479980
	Iteration 25Q: 3 clusters Score -594377.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -594388.500000 Penalty: 4173.479980
	Iteration 26Q: 3 clusters Score -594388.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -594400.875000 Penalty: 4173.479980
	Iteration 27Q: 3 clusters Score -594400.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -594412.562500 Penalty: 4173.479980
	Iteration 28Q: 3 clusters Score -594412.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -594419.125000 Penalty: 4173.479980
	Iteration 29Q: 3 clusters Score -594419.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -594420.187500 Penalty: 4173.479980
	Iteration 30Q: 3 clusters Score -594420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -594423.812500 Penalty: 4173.479980
	Iteration 31Q: 3 clusters Score -594423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -594427.187500 Penalty: 4173.479980
	Iteration 32Q: 3 clusters Score -594427.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -594428.937500 Penalty: 4173.479980
	Iteration 33Q: 3 clusters Score -594428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -594431.125000 Penalty: 4173.479980
	Iteration 34Q: 3 clusters Score -594431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -594432.812500 Penalty: 4173.479980
	Iteration 35Q: 3 clusters Score -594432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -594434.125000 Penalty: 4173.479980
	Iteration 36Q: 3 clusters Score -594434.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -594434.187500 Penalty: 4173.479980
	Iteration 37Q: 3 clusters Score -594434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -594434.812500 Penalty: 4173.479980
	Iteration 38Q: 3 clusters Score -594434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -594436.125000 Penalty: 4173.479980
	Iteration 39Q: 3 clusters Score -594436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -594438.125000 Penalty: 4173.479980
	Iteration 40F: 3 clusters Score -594438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -66400.015625 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -66400.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64852.296875 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -64852.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65106.132812 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -65106.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65202.539062 Penalty: 3116.004150
	Iteration 2Q: 3 clusters Score -65202.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65255.414062 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -65255.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65289.187500 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -65289.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65301.609375 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -65301.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65307.527344 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -65307.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65316.500000 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -65316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65330.085938 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -65330.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65343.679688 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -65343.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65357.890625 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -65357.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65369.003906 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -65369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65379.789062 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -65379.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65387.871094 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -65387.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65403.550781 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -65403.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65426.218750 Penalty: 3116.004150
	Iteration 15Q: 3 clusters Score -65426.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65471.511719 Penalty: 3116.004150
	Iteration 16Q: 3 clusters Score -65471.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65533.164062 Penalty: 3116.004150
	Iteration 17Q: 3 clusters Score -65533.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65626.593750 Penalty: 3116.004150
	Iteration 18Q: 3 clusters Score -65626.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65789.132812 Penalty: 3116.004150
	Iteration 19Q: 3 clusters Score -65789.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65892.523438 Penalty: 3116.004150
	Iteration 20F: 3 clusters Score -65892.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65920.453125 Penalty: 3116.004150
	Iteration 21Q: 3 clusters Score -65920.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65930.562500 Penalty: 3116.004150
	Iteration 22Q: 3 clusters Score -65930.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -65945.375000 Penalty: 3116.004150
	Iteration 23Q: 3 clusters Score -65945.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65954.156250 Penalty: 3116.004150
	Iteration 24Q: 3 clusters Score -65954.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -65969.007812 Penalty: 3116.004150
	Iteration 25Q: 3 clusters Score -65969.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -65980.296875 Penalty: 3116.004150
	Iteration 26Q: 3 clusters Score -65980.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -65994.726562 Penalty: 3116.004150
	Iteration 27Q: 3 clusters Score -65994.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -65998.679688 Penalty: 3116.004150
	Iteration 28Q: 3 clusters Score -65998.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66002.406250 Penalty: 3116.004150
	Iteration 29Q: 3 clusters Score -66002.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66004.062500 Penalty: 3116.004150
	Iteration 30Q: 3 clusters Score -66004.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66004.062500 Penalty: 3116.004150
	Iteration 31F: 3 clusters Score -66004.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Entering Unmasked Estep 
Score: -7339770.000000 Penalty: 2704.404053
	Iteration 0F: 2 clusters Score -7339770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -7303218.500000 Penalty: 5408.808105
	Iteration 0F: 3 clusters Score -7303218 nChanged 25269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -7316990.500000 Penalty: 5408.808105
	Iteration 1F: 3 clusters Score -7316990 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -7317582.500000 Penalty: 5408.808105
	Iteration 2Q: 3 clusters Score -7317582 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -7318117.000000 Penalty: 5408.808105
	Iteration 3Q: 3 clusters Score -7318117 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -7318702.500000 Penalty: 5408.808105
	Iteration 4Q: 3 clusters Score -7318702 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -7319328.000000 Penalty: 5408.808105
	Iteration 5Q: 3 clusters Score -7319328 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -7319996.500000 Penalty: 5408.808105
	Iteration 6Q: 3 clusters Score -7319996 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -7320770.500000 Penalty: 5408.808105
	Iteration 7Q: 3 clusters Score -7320770 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -7321581.000000 Penalty: 5408.808105
	Iteration 8Q: 3 clusters Score -7321581 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -7322567.000000 Penalty: 5408.808105
	Iteration 9Q: 3 clusters Score -7322567 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -7323557.500000 Penalty: 5408.808105
	Iteration 10Q: 3 clusters Score -7323558 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -7324502.500000 Penalty: 5408.808105
	Iteration 11Q: 3 clusters Score -7324502 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -7325319.500000 Penalty: 5408.808105
	Iteration 12Q: 3 clusters Score -7325320 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -7325998.000000 Penalty: 5408.808105
	Iteration 13Q: 3 clusters Score -7325998 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -7326653.000000 Penalty: 5408.808105
	Iteration 14Q: 3 clusters Score -7326653 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -7327249.500000 Penalty: 5408.808105
	Iteration 15Q: 3 clusters Score -7327250 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -7327902.000000 Penalty: 5408.808105
	Iteration 16Q: 3 clusters Score -7327902 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -7328664.500000 Penalty: 5408.808105
	Iteration 17Q: 3 clusters Score -7328664 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -7329661.000000 Penalty: 5408.808105
	Iteration 18Q: 3 clusters Score -7329661 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -7331027.000000 Penalty: 5408.808105
	Iteration 19Q: 3 clusters Score -7331027 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -7332828.000000 Penalty: 5408.808105
	Iteration 20F: 3 clusters Score -7332828 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -7334787.500000 Penalty: 5408.808105
	Iteration 21Q: 3 clusters Score -7334788 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -7336229.000000 Penalty: 5408.808105
	Iteration 22Q: 3 clusters Score -7336229 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -7336914.500000 Penalty: 5408.808105
	Iteration 23Q: 3 clusters Score -7336914 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -7337217.000000 Penalty: 5408.808105
	Iteration 24Q: 3 clusters Score -7337217 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -7337364.000000 Penalty: 5408.808105
	Iteration 25Q: 3 clusters Score -7337364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -7337416.500000 Penalty: 5408.808105
	Iteration 26Q: 3 clusters Score -7337416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -7337465.500000 Penalty: 5408.808105
	Iteration 27Q: 3 clusters Score -7337466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -7337484.000000 Penalty: 5408.808105
	Iteration 28Q: 3 clusters Score -7337484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -7337501.500000 Penalty: 5408.808105
	Iteration 29Q: 3 clusters Score -7337502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -7337524.500000 Penalty: 5408.808105
	Iteration 30Q: 3 clusters Score -7337524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -7337531.000000 Penalty: 5408.808105
	Iteration 31Q: 3 clusters Score -7337531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -7337541.500000 Penalty: 5408.808105
	Iteration 32Q: 3 clusters Score -7337542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -7337542.000000 Penalty: 5408.808105
	Iteration 33Q: 3 clusters Score -7337542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -7337552.000000 Penalty: 5408.808105
	Iteration 34Q: 3 clusters Score -7337552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -7337550.500000 Penalty: 5408.808105
	Iteration 35Q: 3 clusters Score -7337550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -7337545.000000 Penalty: 5408.808105
	Iteration 36Q: 3 clusters Score -7337545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -7337550.000000 Penalty: 5408.808105
	Iteration 37Q: 3 clusters Score -7337550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -7337554.500000 Penalty: 5408.808105
	Iteration 38Q: 3 clusters Score -7337554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -7337553.000000 Penalty: 5408.808105
	Iteration 39Q: 3 clusters Score -7337553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -7337556.500000 Penalty: 5408.808105
	Iteration 40F: 3 clusters Score -7337556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -7337565.000000 Penalty: 5408.808105
	Iteration 41Q: 3 clusters Score -7337565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -7337569.500000 Penalty: 5408.808105
	Iteration 42Q: 3 clusters Score -7337570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -7337565.500000 Penalty: 5408.808105
	Iteration 43Q: 3 clusters Score -7337566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -7337561.500000 Penalty: 5408.808105
	Iteration 44Q: 3 clusters Score -7337562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -7337563.500000 Penalty: 5408.808105
	Iteration 45Q: 3 clusters Score -7337564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -7337562.000000 Penalty: 5408.808105
	Iteration 46Q: 3 clusters Score -7337562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -7337562.500000 Penalty: 5408.808105
	Iteration 47Q: 3 clusters Score -7337562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -7337565.500000 Penalty: 5408.808105
	Iteration 48Q: 3 clusters Score -7337566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -7337564.000000 Penalty: 5408.808105
	Iteration 49Q: 3 clusters Score -7337564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -7337571.000000 Penalty: 5408.808105
	Iteration 50Q: 3 clusters Score -7337571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -7337568.000000 Penalty: 5408.808105
	Iteration 51Q: 3 clusters Score -7337568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -7337569.500000 Penalty: 5408.808105
	Iteration 52Q: 3 clusters Score -7337570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -7337569.500000 Penalty: 5408.808105
	Iteration 53F: 3 clusters Score -7337570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -157626.250000 Penalty: 1766.670898
	Iteration 0F: 2 clusters Score -157626.2 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 607 members 
Entering Unmasked Estep 
Score: -155561.281250 Penalty: 3533.341797
	Iteration 0F: 3 clusters Score -155561.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156038.203125 Penalty: 3533.341797
	Iteration 1F: 3 clusters Score -156038.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156277.203125 Penalty: 3533.341797
	Iteration 2F: 3 clusters Score -156277.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -156400.921875 Penalty: 3533.341797
	Iteration 3F: 3 clusters Score -156400.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -156483.843750 Penalty: 3533.341797
	Iteration 4Q: 3 clusters Score -156483.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -156543.187500 Penalty: 3533.341797
	Iteration 5Q: 3 clusters Score -156543.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -156580.890625 Penalty: 3533.341797
	Iteration 6Q: 3 clusters Score -156580.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -156611.046875 Penalty: 3533.341797
	Iteration 7Q: 3 clusters Score -156611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -156638.812500 Penalty: 3533.341797
	Iteration 8Q: 3 clusters Score -156638.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -156671.125000 Penalty: 3533.341797
	Iteration 9Q: 3 clusters Score -156671.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -156707.234375 Penalty: 3533.341797
	Iteration 10Q: 3 clusters Score -156707.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -156732.453125 Penalty: 3533.341797
	Iteration 11Q: 3 clusters Score -156732.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -156746.062500 Penalty: 3533.341797
	Iteration 12Q: 3 clusters Score -156746.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -156760.437500 Penalty: 3533.341797
	Iteration 13Q: 3 clusters Score -156760.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -156771.078125 Penalty: 3533.341797
	Iteration 14Q: 3 clusters Score -156771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -156772.578125 Penalty: 3533.341797
	Iteration 15Q: 3 clusters Score -156772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -156775.000000 Penalty: 3533.341797
	Iteration 16Q: 3 clusters Score -156775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -156776.171875 Penalty: 3533.341797
	Iteration 17Q: 3 clusters Score -156776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -156778.140625 Penalty: 3533.341797
	Iteration 18Q: 3 clusters Score -156778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -156778.593750 Penalty: 3533.341797
	Iteration 19Q: 3 clusters Score -156778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -156779.984375 Penalty: 3533.341797
	Iteration 20F: 3 clusters Score -156780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (129752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129752 members 
Entering Unmasked Estep 
Score: -17916754.000000 Penalty: 2919.798340
	Iteration 0F: 2 clusters Score -1.791675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -17830158.000000 Penalty: 5839.596680
	Iteration 0F: 3 clusters Score -1.783016e+07 nChanged 61631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -17865834.000000 Penalty: 5839.596680
	Iteration 1F: 3 clusters Score -1.786583e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -17867260.000000 Penalty: 5839.596680
	Iteration 2Q: 3 clusters Score -1.786726e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -17869096.000000 Penalty: 5839.596680
	Iteration 3Q: 3 clusters Score -1.78691e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -17871720.000000 Penalty: 5839.596680
	Iteration 4Q: 3 clusters Score -1.787172e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -17876070.000000 Penalty: 5839.596680
	Iteration 5F: 3 clusters Score -1.787607e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -17882366.000000 Penalty: 5839.596680
	Iteration 6F: 3 clusters Score -1.788237e+07 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -17890908.000000 Penalty: 5839.596680
	Iteration 7F: 3 clusters Score -1.789091e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103245 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -17899298.000000 Penalty: 5839.596680
	Iteration 8F: 3 clusters Score -1.78993e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108184 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -17905266.000000 Penalty: 5839.596680
	Iteration 9Q: 3 clusters Score -1.790527e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111106 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -17908190.000000 Penalty: 5839.596680
	Iteration 10Q: 3 clusters Score -1.790819e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113226 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -17909492.000000 Penalty: 5839.596680
	Iteration 11Q: 3 clusters Score -1.790949e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114965 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -17910334.000000 Penalty: 5839.596680
	Iteration 12Q: 3 clusters Score -1.791033e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116461 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -17910992.000000 Penalty: 5839.596680
	Iteration 13Q: 3 clusters Score -1.791099e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117774 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -17911578.000000 Penalty: 5839.596680
	Iteration 14Q: 3 clusters Score -1.791158e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118973 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -17912054.000000 Penalty: 5839.596680
	Iteration 15Q: 3 clusters Score -1.791205e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120062 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -17912442.000000 Penalty: 5839.596680
	Iteration 16Q: 3 clusters Score -1.791244e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121017 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -17912738.000000 Penalty: 5839.596680
	Iteration 17Q: 3 clusters Score -1.791274e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121844 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -17913008.000000 Penalty: 5839.596680
	Iteration 18Q: 3 clusters Score -1.791301e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -17913238.000000 Penalty: 5839.596680
	Iteration 19Q: 3 clusters Score -1.791324e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123235 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -17913432.000000 Penalty: 5839.596680
	Iteration 20F: 3 clusters Score -1.791343e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123845 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -17913656.000000 Penalty: 5839.596680
	Iteration 21Q: 3 clusters Score -1.791366e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124332 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -17913820.000000 Penalty: 5839.596680
	Iteration 22Q: 3 clusters Score -1.791382e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124738 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -17913880.000000 Penalty: 5839.596680
	Iteration 23Q: 3 clusters Score -1.791388e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125095 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -17913994.000000 Penalty: 5839.596680
	Iteration 24Q: 3 clusters Score -1.791399e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125389 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -17914082.000000 Penalty: 5839.596680
	Iteration 25Q: 3 clusters Score -1.791408e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125643 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -17914116.000000 Penalty: 5839.596680
	Iteration 26Q: 3 clusters Score -1.791412e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125845 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -17914132.000000 Penalty: 5839.596680
	Iteration 27Q: 3 clusters Score -1.791413e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -17914152.000000 Penalty: 5839.596680
	Iteration 28Q: 3 clusters Score -1.791415e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126173 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -17914200.000000 Penalty: 5839.596680
	Iteration 29Q: 3 clusters Score -1.79142e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126336 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -17914222.000000 Penalty: 5839.596680
	Iteration 30Q: 3 clusters Score -1.791422e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126458 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -17914200.000000 Penalty: 5839.596680
	Iteration 31Q: 3 clusters Score -1.79142e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126562 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -17914258.000000 Penalty: 5839.596680
	Iteration 32Q: 3 clusters Score -1.791426e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126667 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -17914294.000000 Penalty: 5839.596680
	Iteration 33Q: 3 clusters Score -1.791429e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126773 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -17914330.000000 Penalty: 5839.596680
	Iteration 34Q: 3 clusters Score -1.791433e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126849 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -17914326.000000 Penalty: 5839.596680
	Iteration 35Q: 3 clusters Score -1.791433e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126914 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -17914360.000000 Penalty: 5839.596680
	Iteration 36Q: 3 clusters Score -1.791436e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126981 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -17914356.000000 Penalty: 5839.596680
	Iteration 37Q: 3 clusters Score -1.791436e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127048 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -17914376.000000 Penalty: 5839.596680
	Iteration 38Q: 3 clusters Score -1.791438e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127096 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -17914404.000000 Penalty: 5839.596680
	Iteration 39Q: 3 clusters Score -1.79144e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127149 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -17914394.000000 Penalty: 5839.596680
	Iteration 40F: 3 clusters Score -1.791439e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127214 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -17914398.000000 Penalty: 5839.596680
	Iteration 41Q: 3 clusters Score -1.79144e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127283 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -17914412.000000 Penalty: 5839.596680
	Iteration 42Q: 3 clusters Score -1.791441e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127351 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -17914486.000000 Penalty: 5839.596680
	Iteration 43Q: 3 clusters Score -1.791449e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127408 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -17914486.000000 Penalty: 5839.596680
	Iteration 44Q: 3 clusters Score -1.791449e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127452 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -17914516.000000 Penalty: 5839.596680
	Iteration 45Q: 3 clusters Score -1.791452e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127489 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -17914520.000000 Penalty: 5839.596680
	Iteration 46Q: 3 clusters Score -1.791452e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127516 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -17914526.000000 Penalty: 5839.596680
	Iteration 47Q: 3 clusters Score -1.791453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127528 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -17914514.000000 Penalty: 5839.596680
	Iteration 48Q: 3 clusters Score -1.791451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127541 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -17914506.000000 Penalty: 5839.596680
	Iteration 49Q: 3 clusters Score -1.791451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127550 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -17914506.000000 Penalty: 5839.596680
	Iteration 50Q: 3 clusters Score -1.791451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127560 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -17914508.000000 Penalty: 5839.596680
	Iteration 51Q: 3 clusters Score -1.791451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -17914516.000000 Penalty: 5839.596680
	Iteration 52Q: 3 clusters Score -1.791452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127590 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -17914512.000000 Penalty: 5839.596680
	Iteration 53Q: 3 clusters Score -1.791451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127608 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -17914520.000000 Penalty: 5839.596680
	Iteration 54Q: 3 clusters Score -1.791452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127630 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -17914524.000000 Penalty: 5839.596680
	Iteration 55Q: 3 clusters Score -1.791452e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127650 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -17914544.000000 Penalty: 5839.596680
	Iteration 56Q: 3 clusters Score -1.791454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127667 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -17914556.000000 Penalty: 5839.596680
	Iteration 57Q: 3 clusters Score -1.791456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127683 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -17914554.000000 Penalty: 5839.596680
	Iteration 58Q: 3 clusters Score -1.791455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127696 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -17914532.000000 Penalty: 5839.596680
	Iteration 59Q: 3 clusters Score -1.791453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127708 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -17914538.000000 Penalty: 5839.596680
	Iteration 60F: 3 clusters Score -1.791454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127713 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -17914548.000000 Penalty: 5839.596680
	Iteration 61Q: 3 clusters Score -1.791455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127717 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -17914542.000000 Penalty: 5839.596680
	Iteration 62Q: 3 clusters Score -1.791454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127720 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -17914536.000000 Penalty: 5839.596680
	Iteration 63Q: 3 clusters Score -1.791454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127723 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -17914534.000000 Penalty: 5839.596680
	Iteration 64Q: 3 clusters Score -1.791453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127727 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -17914528.000000 Penalty: 5839.596680
	Iteration 65Q: 3 clusters Score -1.791453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -17914536.000000 Penalty: 5839.596680
	Iteration 66Q: 3 clusters Score -1.791454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -17914532.000000 Penalty: 5839.596680
	Iteration 67Q: 3 clusters Score -1.791453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127735 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -17914544.000000 Penalty: 5839.596680
	Iteration 68Q: 3 clusters Score -1.791454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127741 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -17914544.000000 Penalty: 5839.596680
	Iteration 69Q: 3 clusters Score -1.791454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127745 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -17914534.000000 Penalty: 5839.596680
	Iteration 70Q: 3 clusters Score -1.791453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127754 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -17914544.000000 Penalty: 5839.596680
	Iteration 71Q: 3 clusters Score -1.791454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127761 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -17914534.000000 Penalty: 5839.596680
	Iteration 72Q: 3 clusters Score -1.791453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127765 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -17914526.000000 Penalty: 5839.596680
	Iteration 73Q: 3 clusters Score -1.791453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127769 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -17914530.000000 Penalty: 5839.596680
	Iteration 74Q: 3 clusters Score -1.791453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127774 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -17914540.000000 Penalty: 5839.596680
	Iteration 75Q: 3 clusters Score -1.791454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127777 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -17914536.000000 Penalty: 5839.596680
	Iteration 76Q: 3 clusters Score -1.791454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127779 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -17914536.000000 Penalty: 5839.596680
	Iteration 77Q: 3 clusters Score -1.791454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127780 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -17914536.000000 Penalty: 5839.596680
	Iteration 78Q: 3 clusters Score -1.791454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127781 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -17914544.000000 Penalty: 5839.596680
	Iteration 79Q: 3 clusters Score -1.791454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127781 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -17914544.000000 Penalty: 5839.596680
	Iteration 80F: 3 clusters Score -1.791454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Entering Unmasked Estep 
Score: -2017758.875000 Penalty: 2375.764404
	Iteration 0F: 2 clusters Score -2017759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2007208.625000 Penalty: 4751.528809
	Iteration 0F: 3 clusters Score -2007209 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2010497.750000 Penalty: 4751.528809
	Iteration 1F: 3 clusters Score -2010498 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2010779.000000 Penalty: 4751.528809
	Iteration 2F: 3 clusters Score -2010779 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2011003.250000 Penalty: 4751.528809
	Iteration 3Q: 3 clusters Score -2011003 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2011204.625000 Penalty: 4751.528809
	Iteration 4Q: 3 clusters Score -2011205 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2011411.125000 Penalty: 4751.528809
	Iteration 5Q: 3 clusters Score -2011411 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2011626.000000 Penalty: 4751.528809
	Iteration 6Q: 3 clusters Score -2011626 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2011836.625000 Penalty: 4751.528809
	Iteration 7Q: 3 clusters Score -2011837 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2012035.000000 Penalty: 4751.528809
	Iteration 8Q: 3 clusters Score -2012035 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2012249.625000 Penalty: 4751.528809
	Iteration 9Q: 3 clusters Score -2012250 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2012504.125000 Penalty: 4751.528809
	Iteration 10Q: 3 clusters Score -2012504 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2012773.000000 Penalty: 4751.528809
	Iteration 11Q: 3 clusters Score -2012773 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2013111.875000 Penalty: 4751.528809
	Iteration 12Q: 3 clusters Score -2013112 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2013447.625000 Penalty: 4751.528809
	Iteration 13Q: 3 clusters Score -2013448 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2013749.875000 Penalty: 4751.528809
	Iteration 14Q: 3 clusters Score -2013750 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2014001.750000 Penalty: 4751.528809
	Iteration 15Q: 3 clusters Score -2014002 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2014230.250000 Penalty: 4751.528809
	Iteration 16Q: 3 clusters Score -2014230 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2014403.000000 Penalty: 4751.528809
	Iteration 17Q: 3 clusters Score -2014403 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2014554.250000 Penalty: 4751.528809
	Iteration 18Q: 3 clusters Score -2014554 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2014693.125000 Penalty: 4751.528809
	Iteration 19Q: 3 clusters Score -2014693 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2014803.750000 Penalty: 4751.528809
	Iteration 20F: 3 clusters Score -2014804 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2014899.000000 Penalty: 4751.528809
	Iteration 21Q: 3 clusters Score -2014899 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2014969.250000 Penalty: 4751.528809
	Iteration 22Q: 3 clusters Score -2014969 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2015025.500000 Penalty: 4751.528809
	Iteration 23Q: 3 clusters Score -2015026 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2015077.000000 Penalty: 4751.528809
	Iteration 24Q: 3 clusters Score -2015077 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2015128.125000 Penalty: 4751.528809
	Iteration 25Q: 3 clusters Score -2015128 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2015177.000000 Penalty: 4751.528809
	Iteration 26Q: 3 clusters Score -2015177 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2015216.500000 Penalty: 4751.528809
	Iteration 27Q: 3 clusters Score -2015216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2015256.000000 Penalty: 4751.528809
	Iteration 28Q: 3 clusters Score -2015256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2015294.125000 Penalty: 4751.528809
	Iteration 29Q: 3 clusters Score -2015294 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2015340.250000 Penalty: 4751.528809
	Iteration 30Q: 3 clusters Score -2015340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2015376.250000 Penalty: 4751.528809
	Iteration 31Q: 3 clusters Score -2015376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2015411.500000 Penalty: 4751.528809
	Iteration 32Q: 3 clusters Score -2015412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2015450.000000 Penalty: 4751.528809
	Iteration 33Q: 3 clusters Score -2015450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2015482.375000 Penalty: 4751.528809
	Iteration 34Q: 3 clusters Score -2015482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2015513.750000 Penalty: 4751.528809
	Iteration 35Q: 3 clusters Score -2015514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2015531.625000 Penalty: 4751.528809
	Iteration 36Q: 3 clusters Score -2015532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2015550.375000 Penalty: 4751.528809
	Iteration 37Q: 3 clusters Score -2015550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2015573.375000 Penalty: 4751.528809
	Iteration 38Q: 3 clusters Score -2015573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2015589.500000 Penalty: 4751.528809
	Iteration 39Q: 3 clusters Score -2015590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2015597.625000 Penalty: 4751.528809
	Iteration 40F: 3 clusters Score -2015598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2015609.250000 Penalty: 4751.528809
	Iteration 41Q: 3 clusters Score -2015609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2015616.625000 Penalty: 4751.528809
	Iteration 42Q: 3 clusters Score -2015617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2015628.375000 Penalty: 4751.528809
	Iteration 43Q: 3 clusters Score -2015628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2015637.500000 Penalty: 4751.528809
	Iteration 44Q: 3 clusters Score -2015638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2015643.625000 Penalty: 4751.528809
	Iteration 45Q: 3 clusters Score -2015644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2015647.000000 Penalty: 4751.528809
	Iteration 46Q: 3 clusters Score -2015647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2015656.125000 Penalty: 4751.528809
	Iteration 47Q: 3 clusters Score -2015656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2015667.875000 Penalty: 4751.528809
	Iteration 48Q: 3 clusters Score -2015668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2015676.125000 Penalty: 4751.528809
	Iteration 49Q: 3 clusters Score -2015676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2015682.625000 Penalty: 4751.528809
	Iteration 50Q: 3 clusters Score -2015683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2015690.625000 Penalty: 4751.528809
	Iteration 51Q: 3 clusters Score -2015691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2015695.250000 Penalty: 4751.528809
	Iteration 52Q: 3 clusters Score -2015695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2015694.500000 Penalty: 4751.528809
	Iteration 53Q: 3 clusters Score -2015694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2015696.125000 Penalty: 4751.528809
	Iteration 54Q: 3 clusters Score -2015696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2015696.375000 Penalty: 4751.528809
	Iteration 55Q: 3 clusters Score -2015696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2015695.625000 Penalty: 4751.528809
	Iteration 56Q: 3 clusters Score -2015696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2015699.500000 Penalty: 4751.528809
	Iteration 57Q: 3 clusters Score -2015700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2015702.250000 Penalty: 4751.528809
	Iteration 58Q: 3 clusters Score -2015702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2015700.875000 Penalty: 4751.528809
	Iteration 59Q: 3 clusters Score -2015701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2015702.625000 Penalty: 4751.528809
	Iteration 60F: 3 clusters Score -2015703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -80491.804688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -80491.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78845.515625 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -78845.52 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79207.554688 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -79207.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79407.968750 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -79407.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79558.039062 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -79558.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -79630.148438 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -79630.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -79659.226562 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -79659.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -79699.765625 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -79699.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -79726.859375 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -79726.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -79731.343750 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -79731.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -79733.062500 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -79733.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -79734.804688 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -79734.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -79734.804688 Penalty: 3220.901855
	Iteration 11F: 3 clusters Score -79734.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -73181.859375 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -73181.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71544.375000 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -71544.38 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71857.781250 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -71857.78 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72068.835938 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -72068.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72162.632812 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -72162.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72226.765625 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -72226.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72249.117188 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -72249.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72266.289062 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -72266.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72273.757812 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -72273.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72284.273438 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -72284.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72301.242188 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -72301.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72341.406250 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -72341.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72384.148438 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -72384.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72421.070312 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -72421.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72489.664062 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -72489.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72505.375000 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -72505.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72518.023438 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -72518.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72522.609375 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -72522.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72526.460938 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -72526.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72534.726562 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -72534.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72546.640625 Penalty: 3179.446777
	Iteration 19Q: 3 clusters Score -72546.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72554.976562 Penalty: 3179.446777
	Iteration 20F: 3 clusters Score -72554.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72556.765625 Penalty: 3179.446777
	Iteration 21Q: 3 clusters Score -72556.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72560.546875 Penalty: 3179.446777
	Iteration 22Q: 3 clusters Score -72560.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72562.804688 Penalty: 3179.446777
	Iteration 23Q: 3 clusters Score -72562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72562.804688 Penalty: 3179.446777
	Iteration 24F: 3 clusters Score -72562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Entering Unmasked Estep 
Score: -378882.593750 Penalty: 1981.998779
	Iteration 0F: 2 clusters Score -378882.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -375637.437500 Penalty: 3963.997559
	Iteration 0F: 3 clusters Score -375637.4 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -376273.906250 Penalty: 3963.997559
	Iteration 1F: 3 clusters Score -376273.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -376442.156250 Penalty: 3963.997559
	Iteration 2F: 3 clusters Score -376442.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -376532.687500 Penalty: 3963.997559
	Iteration 3Q: 3 clusters Score -376532.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -376607.000000 Penalty: 3963.997559
	Iteration 4Q: 3 clusters Score -376607 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -376676.406250 Penalty: 3963.997559
	Iteration 5Q: 3 clusters Score -376676.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -376757.875000 Penalty: 3963.997559
	Iteration 6Q: 3 clusters Score -376757.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -376825.625000 Penalty: 3963.997559
	Iteration 7Q: 3 clusters Score -376825.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -376884.625000 Penalty: 3963.997559
	Iteration 8Q: 3 clusters Score -376884.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -376947.187500 Penalty: 3963.997559
	Iteration 9Q: 3 clusters Score -376947.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -377025.687500 Penalty: 3963.997559
	Iteration 10Q: 3 clusters Score -377025.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -377105.312500 Penalty: 3963.997559
	Iteration 11Q: 3 clusters Score -377105.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -377176.531250 Penalty: 3963.997559
	Iteration 12Q: 3 clusters Score -377176.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -377231.187500 Penalty: 3963.997559
	Iteration 13Q: 3 clusters Score -377231.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -377284.062500 Penalty: 3963.997559
	Iteration 14Q: 3 clusters Score -377284.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -377342.562500 Penalty: 3963.997559
	Iteration 15Q: 3 clusters Score -377342.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -377398.000000 Penalty: 3963.997559
	Iteration 16Q: 3 clusters Score -377398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -377453.562500 Penalty: 3963.997559
	Iteration 17Q: 3 clusters Score -377453.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -377500.000000 Penalty: 3963.997559
	Iteration 18Q: 3 clusters Score -377500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -377548.062500 Penalty: 3963.997559
	Iteration 19Q: 3 clusters Score -377548.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -377589.187500 Penalty: 3963.997559
	Iteration 20F: 3 clusters Score -377589.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -377631.187500 Penalty: 3963.997559
	Iteration 21Q: 3 clusters Score -377631.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -377665.937500 Penalty: 3963.997559
	Iteration 22Q: 3 clusters Score -377665.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -377690.687500 Penalty: 3963.997559
	Iteration 23Q: 3 clusters Score -377690.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -377712.437500 Penalty: 3963.997559
	Iteration 24Q: 3 clusters Score -377712.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -377727.187500 Penalty: 3963.997559
	Iteration 25Q: 3 clusters Score -377727.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -377742.156250 Penalty: 3963.997559
	Iteration 26Q: 3 clusters Score -377742.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -377763.187500 Penalty: 3963.997559
	Iteration 27Q: 3 clusters Score -377763.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -377781.468750 Penalty: 3963.997559
	Iteration 28Q: 3 clusters Score -377781.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -377796.906250 Penalty: 3963.997559
	Iteration 29Q: 3 clusters Score -377796.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -377814.906250 Penalty: 3963.997559
	Iteration 30Q: 3 clusters Score -377814.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -377824.250000 Penalty: 3963.997559
	Iteration 31Q: 3 clusters Score -377824.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -377835.250000 Penalty: 3963.997559
	Iteration 32Q: 3 clusters Score -377835.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -377850.750000 Penalty: 3963.997559
	Iteration 33Q: 3 clusters Score -377850.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -377868.750000 Penalty: 3963.997559
	Iteration 34Q: 3 clusters Score -377868.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -377880.687500 Penalty: 3963.997559
	Iteration 35Q: 3 clusters Score -377880.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -377892.562500 Penalty: 3963.997559
	Iteration 36Q: 3 clusters Score -377892.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -377902.500000 Penalty: 3963.997559
	Iteration 37Q: 3 clusters Score -377902.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -377913.156250 Penalty: 3963.997559
	Iteration 38Q: 3 clusters Score -377913.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -377923.000000 Penalty: 3963.997559
	Iteration 39Q: 3 clusters Score -377923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -377930.093750 Penalty: 3963.997559
	Iteration 40F: 3 clusters Score -377930.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -377936.468750 Penalty: 3963.997559
	Iteration 41Q: 3 clusters Score -377936.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -377942.250000 Penalty: 3963.997559
	Iteration 42Q: 3 clusters Score -377942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -377944.437500 Penalty: 3963.997559
	Iteration 43Q: 3 clusters Score -377944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -377944.750000 Penalty: 3963.997559
	Iteration 44Q: 3 clusters Score -377944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -377945.468750 Penalty: 3963.997559
	Iteration 45Q: 3 clusters Score -377945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -377945.937500 Penalty: 3963.997559
	Iteration 46Q: 3 clusters Score -377945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -377947.187500 Penalty: 3963.997559
	Iteration 47Q: 3 clusters Score -377947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -377950.000000 Penalty: 3963.997559
	Iteration 48Q: 3 clusters Score -377950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -377952.750000 Penalty: 3963.997559
	Iteration 49Q: 3 clusters Score -377952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -377954.406250 Penalty: 3963.997559
	Iteration 50Q: 3 clusters Score -377954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -377955.375000 Penalty: 3963.997559
	Iteration 51Q: 3 clusters Score -377955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -377956.375000 Penalty: 3963.997559
	Iteration 52Q: 3 clusters Score -377956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -377957.062500 Penalty: 3963.997559
	Iteration 53Q: 3 clusters Score -377957.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -377957.062500 Penalty: 3963.997559
	Iteration 54F: 3 clusters Score -377957.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163851 members 
Entering Unmasked Estep 
Score: -22580032.000000 Penalty: 2977.664795
	Iteration 0F: 2 clusters Score -2.258003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 82061 members 
Entering Unmasked Estep 
Score: -22472500.000000 Penalty: 5955.329590
	Iteration 0F: 3 clusters Score -2.24725e+07 nChanged 78119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 83160 members 
Entering Unmasked Estep 
Score: -22517408.000000 Penalty: 5955.329590
	Iteration 1F: 3 clusters Score -2.251741e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -22518478.000000 Penalty: 5955.329590
	Iteration 2Q: 3 clusters Score -2.251848e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -22520142.000000 Penalty: 5955.329590
	Iteration 3Q: 3 clusters Score -2.252014e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 84069 members 
Entering Unmasked Estep 
Score: -22522676.000000 Penalty: 5955.329590
	Iteration 4Q: 3 clusters Score -2.252268e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -22526868.000000 Penalty: 5955.329590
	Iteration 5Q: 3 clusters Score -2.252687e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79868 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -22532554.000000 Penalty: 5955.329590
	Iteration 6F: 3 clusters Score -2.253255e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -22540308.000000 Penalty: 5955.329590
	Iteration 7F: 3 clusters Score -2.254031e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84220 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -22549666.000000 Penalty: 5955.329590
	Iteration 8F: 3 clusters Score -2.254967e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -22560052.000000 Penalty: 5955.329590
	Iteration 9F: 3 clusters Score -2.256005e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92531 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -22567688.000000 Penalty: 5955.329590
	Iteration 10F: 3 clusters Score -2.256769e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -22570790.000000 Penalty: 5955.329590
	Iteration 11Q: 3 clusters Score -2.257079e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -22571930.000000 Penalty: 5955.329590
	Iteration 12Q: 3 clusters Score -2.257193e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -22572618.000000 Penalty: 5955.329590
	Iteration 13Q: 3 clusters Score -2.257262e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -22573240.000000 Penalty: 5955.329590
	Iteration 14Q: 3 clusters Score -2.257324e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102047 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -22573450.000000 Penalty: 5955.329590
	Iteration 15Q: 3 clusters Score -2.257345e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -22573680.000000 Penalty: 5955.329590
	Iteration 16Q: 3 clusters Score -2.257368e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104666 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -22573916.000000 Penalty: 5955.329590
	Iteration 17Q: 3 clusters Score -2.257392e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 57913 members 
Entering Unmasked Estep 
Score: -22574124.000000 Penalty: 5955.329590
	Iteration 18Q: 3 clusters Score -2.257412e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107142 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -22574364.000000 Penalty: 5955.329590
	Iteration 19Q: 3 clusters Score -2.257436e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108319 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -22574606.000000 Penalty: 5955.329590
	Iteration 20F: 3 clusters Score -2.257461e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109468 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -22574804.000000 Penalty: 5955.329590
	Iteration 21Q: 3 clusters Score -2.25748e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110584 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -22574878.000000 Penalty: 5955.329590
	Iteration 22Q: 3 clusters Score -2.257488e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111661 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -22575096.000000 Penalty: 5955.329590
	Iteration 23Q: 3 clusters Score -2.25751e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112747 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -22575224.000000 Penalty: 5955.329590
	Iteration 24Q: 3 clusters Score -2.257522e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -22575440.000000 Penalty: 5955.329590
	Iteration 25Q: 3 clusters Score -2.257544e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114870 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -22575668.000000 Penalty: 5955.329590
	Iteration 26Q: 3 clusters Score -2.257567e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115955 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -22575922.000000 Penalty: 5955.329590
	Iteration 27Q: 3 clusters Score -2.257592e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117079 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -22576110.000000 Penalty: 5955.329590
	Iteration 28Q: 3 clusters Score -2.257611e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118125 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -22576200.000000 Penalty: 5955.329590
	Iteration 29Q: 3 clusters Score -2.25762e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119196 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -22576406.000000 Penalty: 5955.329590
	Iteration 30Q: 3 clusters Score -2.257641e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120175 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -22576572.000000 Penalty: 5955.329590
	Iteration 31Q: 3 clusters Score -2.257657e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121114 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -22576610.000000 Penalty: 5955.329590
	Iteration 32Q: 3 clusters Score -2.257661e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122050 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -22576758.000000 Penalty: 5955.329590
	Iteration 33Q: 3 clusters Score -2.257676e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123025 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -22576812.000000 Penalty: 5955.329590
	Iteration 34Q: 3 clusters Score -2.257681e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123972 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -22576950.000000 Penalty: 5955.329590
	Iteration 35Q: 3 clusters Score -2.257695e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124898 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -22577126.000000 Penalty: 5955.329590
	Iteration 36Q: 3 clusters Score -2.257713e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125792 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -22577400.000000 Penalty: 5955.329590
	Iteration 37Q: 3 clusters Score -2.25774e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126652 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -22577530.000000 Penalty: 5955.329590
	Iteration 38Q: 3 clusters Score -2.257753e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127465 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -22577680.000000 Penalty: 5955.329590
	Iteration 39Q: 3 clusters Score -2.257768e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128206 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -22577784.000000 Penalty: 5955.329590
	Iteration 40F: 3 clusters Score -2.257778e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -22577906.000000 Penalty: 5955.329590
	Iteration 41Q: 3 clusters Score -2.257791e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129574 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -22578006.000000 Penalty: 5955.329590
	Iteration 42Q: 3 clusters Score -2.257801e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130252 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -22578108.000000 Penalty: 5955.329590
	Iteration 43Q: 3 clusters Score -2.257811e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130966 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -22578230.000000 Penalty: 5955.329590
	Iteration 44Q: 3 clusters Score -2.257823e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131715 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -22578306.000000 Penalty: 5955.329590
	Iteration 45Q: 3 clusters Score -2.257831e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132479 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -22578476.000000 Penalty: 5955.329590
	Iteration 46Q: 3 clusters Score -2.257848e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133234 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -22578620.000000 Penalty: 5955.329590
	Iteration 47Q: 3 clusters Score -2.257862e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133978 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -22578670.000000 Penalty: 5955.329590
	Iteration 48Q: 3 clusters Score -2.257867e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134657 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -22578774.000000 Penalty: 5955.329590
	Iteration 49Q: 3 clusters Score -2.257877e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135409 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -22578878.000000 Penalty: 5955.329590
	Iteration 50Q: 3 clusters Score -2.257888e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136108 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -22579042.000000 Penalty: 5955.329590
	Iteration 51Q: 3 clusters Score -2.257904e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136822 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -22579168.000000 Penalty: 5955.329590
	Iteration 52Q: 3 clusters Score -2.257917e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137537 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -22579246.000000 Penalty: 5955.329590
	Iteration 53Q: 3 clusters Score -2.257925e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138241 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -22579324.000000 Penalty: 5955.329590
	Iteration 54Q: 3 clusters Score -2.257932e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138947 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -22579454.000000 Penalty: 5955.329590
	Iteration 55Q: 3 clusters Score -2.257945e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139671 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -22579502.000000 Penalty: 5955.329590
	Iteration 56Q: 3 clusters Score -2.25795e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140401 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -22579576.000000 Penalty: 5955.329590
	Iteration 57Q: 3 clusters Score -2.257958e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141118 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -22579612.000000 Penalty: 5955.329590
	Iteration 58Q: 3 clusters Score -2.257961e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141837 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -22579658.000000 Penalty: 5955.329590
	Iteration 59Q: 3 clusters Score -2.257966e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142544 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -22579702.000000 Penalty: 5955.329590
	Iteration 60F: 3 clusters Score -2.25797e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143215 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -22579800.000000 Penalty: 5955.329590
	Iteration 61Q: 3 clusters Score -2.25798e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143838 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -22579788.000000 Penalty: 5955.329590
	Iteration 62Q: 3 clusters Score -2.257979e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144456 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -22579826.000000 Penalty: 5955.329590
	Iteration 63Q: 3 clusters Score -2.257983e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145030 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -22579850.000000 Penalty: 5955.329590
	Iteration 64Q: 3 clusters Score -2.257985e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145579 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -22579874.000000 Penalty: 5955.329590
	Iteration 65Q: 3 clusters Score -2.257987e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146093 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -22579862.000000 Penalty: 5955.329590
	Iteration 66Q: 3 clusters Score -2.257986e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146593 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -22579992.000000 Penalty: 5955.329590
	Iteration 67Q: 3 clusters Score -2.257999e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147063 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -22580010.000000 Penalty: 5955.329590
	Iteration 68Q: 3 clusters Score -2.258001e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147484 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -22579994.000000 Penalty: 5955.329590
	Iteration 69Q: 3 clusters Score -2.257999e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147918 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -22579968.000000 Penalty: 5955.329590
	Iteration 70Q: 3 clusters Score -2.257997e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148356 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -22580030.000000 Penalty: 5955.329590
	Iteration 71Q: 3 clusters Score -2.258003e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148794 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -22580056.000000 Penalty: 5955.329590
	Iteration 72Q: 3 clusters Score -2.258006e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149194 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -22580030.000000 Penalty: 5955.329590
	Iteration 73Q: 3 clusters Score -2.258003e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149594 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -22580072.000000 Penalty: 5955.329590
	Iteration 74Q: 3 clusters Score -2.258007e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149957 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -22580092.000000 Penalty: 5955.329590
	Iteration 75Q: 3 clusters Score -2.258009e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150294 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -22580062.000000 Penalty: 5955.329590
	Iteration 76Q: 3 clusters Score -2.258006e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150621 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -22580148.000000 Penalty: 5955.329590
	Iteration 77Q: 3 clusters Score -2.258015e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150929 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -22580122.000000 Penalty: 5955.329590
	Iteration 78Q: 3 clusters Score -2.258012e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151234 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -22580104.000000 Penalty: 5955.329590
	Iteration 79Q: 3 clusters Score -2.25801e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151513 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -22580070.000000 Penalty: 5955.329590
	Iteration 80F: 3 clusters Score -2.258007e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151783 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -22580122.000000 Penalty: 5955.329590
	Iteration 81Q: 3 clusters Score -2.258012e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152039 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -22580096.000000 Penalty: 5955.329590
	Iteration 82Q: 3 clusters Score -2.25801e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152291 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -22580144.000000 Penalty: 5955.329590
	Iteration 83Q: 3 clusters Score -2.258014e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152534 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -22580136.000000 Penalty: 5955.329590
	Iteration 84Q: 3 clusters Score -2.258014e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152772 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -22580124.000000 Penalty: 5955.329590
	Iteration 85Q: 3 clusters Score -2.258012e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -22580130.000000 Penalty: 5955.329590
	Iteration 86Q: 3 clusters Score -2.258013e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -22580084.000000 Penalty: 5955.329590
	Iteration 87Q: 3 clusters Score -2.258008e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153410 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -22580110.000000 Penalty: 5955.329590
	Iteration 88Q: 3 clusters Score -2.258011e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153586 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -22580042.000000 Penalty: 5955.329590
	Iteration 89Q: 3 clusters Score -2.258004e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153757 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -22580020.000000 Penalty: 5955.329590
	Iteration 90Q: 3 clusters Score -2.258002e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153921 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -22580036.000000 Penalty: 5955.329590
	Iteration 91Q: 3 clusters Score -2.258004e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -22580014.000000 Penalty: 5955.329590
	Iteration 92Q: 3 clusters Score -2.258001e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154194 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -22579950.000000 Penalty: 5955.329590
	Iteration 93Q: 3 clusters Score -2.257995e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154333 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -22579890.000000 Penalty: 5955.329590
	Iteration 94Q: 3 clusters Score -2.257989e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -22579888.000000 Penalty: 5955.329590
	Iteration 95Q: 3 clusters Score -2.257989e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154616 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -22579934.000000 Penalty: 5955.329590
	Iteration 96Q: 3 clusters Score -2.257993e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154767 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -22579928.000000 Penalty: 5955.329590
	Iteration 97Q: 3 clusters Score -2.257993e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154916 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -22579902.000000 Penalty: 5955.329590
	Iteration 98Q: 3 clusters Score -2.25799e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155037 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -22579916.000000 Penalty: 5955.329590
	Iteration 99Q: 3 clusters Score -2.257992e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155150 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -22579968.000000 Penalty: 5955.329590
	Iteration 100F: 3 clusters Score -2.257997e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155243 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -22579922.000000 Penalty: 5955.329590
	Iteration 101Q: 3 clusters Score -2.257992e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155344 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -22579894.000000 Penalty: 5955.329590
	Iteration 102Q: 3 clusters Score -2.257989e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155435 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -22579908.000000 Penalty: 5955.329590
	Iteration 103Q: 3 clusters Score -2.257991e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155533 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -22579832.000000 Penalty: 5955.329590
	Iteration 104Q: 3 clusters Score -2.257983e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155634 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -22579848.000000 Penalty: 5955.329590
	Iteration 105Q: 3 clusters Score -2.257985e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155738 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -22579850.000000 Penalty: 5955.329590
	Iteration 106Q: 3 clusters Score -2.257985e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155840 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -22579828.000000 Penalty: 5955.329590
	Iteration 107Q: 3 clusters Score -2.257983e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155944 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -22579832.000000 Penalty: 5955.329590
	Iteration 108Q: 3 clusters Score -2.257983e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156048 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -22579822.000000 Penalty: 5955.329590
	Iteration 109Q: 3 clusters Score -2.257982e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -22579834.000000 Penalty: 5955.329590
	Iteration 110Q: 3 clusters Score -2.257983e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156232 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -22579796.000000 Penalty: 5955.329590
	Iteration 111Q: 3 clusters Score -2.25798e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156331 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -22579788.000000 Penalty: 5955.329590
	Iteration 112Q: 3 clusters Score -2.257979e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156424 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -22579748.000000 Penalty: 5955.329590
	Iteration 113Q: 3 clusters Score -2.257975e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156502 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -22579724.000000 Penalty: 5955.329590
	Iteration 114Q: 3 clusters Score -2.257972e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156576 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -22579692.000000 Penalty: 5955.329590
	Iteration 115Q: 3 clusters Score -2.257969e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -22579678.000000 Penalty: 5955.329590
	Iteration 116Q: 3 clusters Score -2.257968e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156705 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -22579654.000000 Penalty: 5955.329590
	Iteration 117Q: 3 clusters Score -2.257965e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156755 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -22579660.000000 Penalty: 5955.329590
	Iteration 118Q: 3 clusters Score -2.257966e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156800 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -22579682.000000 Penalty: 5955.329590
	Iteration 119Q: 3 clusters Score -2.257968e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -22579680.000000 Penalty: 5955.329590
	Iteration 120F: 3 clusters Score -2.257968e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156866 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -22579666.000000 Penalty: 5955.329590
	Iteration 121Q: 3 clusters Score -2.257967e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156893 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -22579652.000000 Penalty: 5955.329590
	Iteration 122Q: 3 clusters Score -2.257965e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156924 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -22579636.000000 Penalty: 5955.329590
	Iteration 123Q: 3 clusters Score -2.257964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -22579630.000000 Penalty: 5955.329590
	Iteration 124Q: 3 clusters Score -2.257963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -22579632.000000 Penalty: 5955.329590
	Iteration 125Q: 3 clusters Score -2.257963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -22579612.000000 Penalty: 5955.329590
	Iteration 126Q: 3 clusters Score -2.257961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -22579598.000000 Penalty: 5955.329590
	Iteration 127Q: 3 clusters Score -2.25796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -22579592.000000 Penalty: 5955.329590
	Iteration 128Q: 3 clusters Score -2.257959e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157058 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -22579572.000000 Penalty: 5955.329590
	Iteration 129Q: 3 clusters Score -2.257957e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157076 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -22579564.000000 Penalty: 5955.329590
	Iteration 130Q: 3 clusters Score -2.257956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157087 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -22579574.000000 Penalty: 5955.329590
	Iteration 131Q: 3 clusters Score -2.257957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157098 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -22579586.000000 Penalty: 5955.329590
	Iteration 132Q: 3 clusters Score -2.257959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157106 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -22579592.000000 Penalty: 5955.329590
	Iteration 133Q: 3 clusters Score -2.257959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -22579588.000000 Penalty: 5955.329590
	Iteration 134Q: 3 clusters Score -2.257959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157129 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -22579596.000000 Penalty: 5955.329590
	Iteration 135Q: 3 clusters Score -2.25796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157146 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -22579586.000000 Penalty: 5955.329590
	Iteration 136Q: 3 clusters Score -2.257959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157164 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -22579584.000000 Penalty: 5955.329590
	Iteration 137Q: 3 clusters Score -2.257958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157174 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -22579564.000000 Penalty: 5955.329590
	Iteration 138Q: 3 clusters Score -2.257956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157179 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -22579552.000000 Penalty: 5955.329590
	Iteration 139Q: 3 clusters Score -2.257955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157186 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -22579548.000000 Penalty: 5955.329590
	Iteration 140F: 3 clusters Score -2.257955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157195 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -22579578.000000 Penalty: 5955.329590
	Iteration 141Q: 3 clusters Score -2.257958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157199 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -22579564.000000 Penalty: 5955.329590
	Iteration 142Q: 3 clusters Score -2.257956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157207 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -22579558.000000 Penalty: 5955.329590
	Iteration 143Q: 3 clusters Score -2.257956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157218 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -22579574.000000 Penalty: 5955.329590
	Iteration 144Q: 3 clusters Score -2.257957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157233 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -22579572.000000 Penalty: 5955.329590
	Iteration 145Q: 3 clusters Score -2.257957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157243 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -22579552.000000 Penalty: 5955.329590
	Iteration 146Q: 3 clusters Score -2.257955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157256 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -22579556.000000 Penalty: 5955.329590
	Iteration 147Q: 3 clusters Score -2.257956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157263 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -22579548.000000 Penalty: 5955.329590
	Iteration 148Q: 3 clusters Score -2.257955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -22579560.000000 Penalty: 5955.329590
	Iteration 149Q: 3 clusters Score -2.257956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157277 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -22579544.000000 Penalty: 5955.329590
	Iteration 150Q: 3 clusters Score -2.257954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -22579556.000000 Penalty: 5955.329590
	Iteration 151Q: 3 clusters Score -2.257956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157296 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -22579560.000000 Penalty: 5955.329590
	Iteration 152Q: 3 clusters Score -2.257956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157308 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -22579536.000000 Penalty: 5955.329590
	Iteration 153Q: 3 clusters Score -2.257954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157323 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -22579552.000000 Penalty: 5955.329590
	Iteration 154Q: 3 clusters Score -2.257955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157334 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -22579528.000000 Penalty: 5955.329590
	Iteration 155Q: 3 clusters Score -2.257953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157341 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -22579522.000000 Penalty: 5955.329590
	Iteration 156Q: 3 clusters Score -2.257952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -22579538.000000 Penalty: 5955.329590
	Iteration 157Q: 3 clusters Score -2.257954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157360 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -22579526.000000 Penalty: 5955.329590
	Iteration 158Q: 3 clusters Score -2.257953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -22579512.000000 Penalty: 5955.329590
	Iteration 159Q: 3 clusters Score -2.257951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157380 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -22579510.000000 Penalty: 5955.329590
	Iteration 160F: 3 clusters Score -2.257951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157391 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -22579524.000000 Penalty: 5955.329590
	Iteration 161Q: 3 clusters Score -2.257952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157401 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -22579526.000000 Penalty: 5955.329590
	Iteration 162Q: 3 clusters Score -2.257953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157408 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -22579526.000000 Penalty: 5955.329590
	Iteration 163Q: 3 clusters Score -2.257953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157415 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -22579502.000000 Penalty: 5955.329590
	Iteration 164Q: 3 clusters Score -2.25795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -22579504.000000 Penalty: 5955.329590
	Iteration 165Q: 3 clusters Score -2.25795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157429 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -22579502.000000 Penalty: 5955.329590
	Iteration 166Q: 3 clusters Score -2.25795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157433 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -22579496.000000 Penalty: 5955.329590
	Iteration 167Q: 3 clusters Score -2.25795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157439 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -22579504.000000 Penalty: 5955.329590
	Iteration 168Q: 3 clusters Score -2.25795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157447 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -22579496.000000 Penalty: 5955.329590
	Iteration 169Q: 3 clusters Score -2.25795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157457 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -22579496.000000 Penalty: 5955.329590
	Iteration 170Q: 3 clusters Score -2.25795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157468 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -22579478.000000 Penalty: 5955.329590
	Iteration 171Q: 3 clusters Score -2.257948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157474 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -22579492.000000 Penalty: 5955.329590
	Iteration 172Q: 3 clusters Score -2.257949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157483 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -22579482.000000 Penalty: 5955.329590
	Iteration 173Q: 3 clusters Score -2.257948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157489 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -22579478.000000 Penalty: 5955.329590
	Iteration 174Q: 3 clusters Score -2.257948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157496 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -22579468.000000 Penalty: 5955.329590
	Iteration 175Q: 3 clusters Score -2.257947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157502 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -22579476.000000 Penalty: 5955.329590
	Iteration 176Q: 3 clusters Score -2.257948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -22579474.000000 Penalty: 5955.329590
	Iteration 177Q: 3 clusters Score -2.257947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -22579486.000000 Penalty: 5955.329590
	Iteration 178Q: 3 clusters Score -2.257949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157516 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -22579484.000000 Penalty: 5955.329590
	Iteration 179Q: 3 clusters Score -2.257948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157520 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -22579478.000000 Penalty: 5955.329590
	Iteration 180F: 3 clusters Score -2.257948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157525 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -22579484.000000 Penalty: 5955.329590
	Iteration 181Q: 3 clusters Score -2.257948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -22579486.000000 Penalty: 5955.329590
	Iteration 182Q: 3 clusters Score -2.257949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -22579484.000000 Penalty: 5955.329590
	Iteration 183Q: 3 clusters Score -2.257948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -22579478.000000 Penalty: 5955.329590
	Iteration 184Q: 3 clusters Score -2.257948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157533 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -22579482.000000 Penalty: 5955.329590
	Iteration 185Q: 3 clusters Score -2.257948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157535 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -22579480.000000 Penalty: 5955.329590
	Iteration 186Q: 3 clusters Score -2.257948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157535 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -22579480.000000 Penalty: 5955.329590
	Iteration 187F: 3 clusters Score -2.257948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (93499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Entering Unmasked Estep 
Score: -12978935.000000 Penalty: 2838.535156
	Iteration 0F: 2 clusters Score -1.297894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -12916808.000000 Penalty: 5677.070312
	Iteration 0F: 3 clusters Score -1.291681e+07 nChanged 44038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -12941677.000000 Penalty: 5677.070312
	Iteration 1F: 3 clusters Score -1.294168e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -12942555.000000 Penalty: 5677.070312
	Iteration 2Q: 3 clusters Score -1.294256e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -12943675.000000 Penalty: 5677.070312
	Iteration 3Q: 3 clusters Score -1.294368e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -12944924.000000 Penalty: 5677.070312
	Iteration 4Q: 3 clusters Score -1.294492e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -12946576.000000 Penalty: 5677.070312
	Iteration 5Q: 3 clusters Score -1.294658e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -12948688.000000 Penalty: 5677.070312
	Iteration 6Q: 3 clusters Score -1.294869e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -12951419.000000 Penalty: 5677.070312
	Iteration 7F: 3 clusters Score -1.295142e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -12954666.000000 Penalty: 5677.070312
	Iteration 8F: 3 clusters Score -1.295467e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -12958680.000000 Penalty: 5677.070312
	Iteration 9F: 3 clusters Score -1.295868e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
Score: -12963095.000000 Penalty: 5677.070312
	Iteration 10F: 3 clusters Score -1.29631e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -12967278.000000 Penalty: 5677.070312
	Iteration 11Q: 3 clusters Score -1.296728e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -12970281.000000 Penalty: 5677.070312
	Iteration 12Q: 3 clusters Score -1.297028e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 84744 members 
Entering Unmasked Estep 
Score: -12972212.000000 Penalty: 5677.070312
	Iteration 13Q: 3 clusters Score -1.297221e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -12973502.000000 Penalty: 5677.070312
	Iteration 14Q: 3 clusters Score -1.29735e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -12974399.000000 Penalty: 5677.070312
	Iteration 15Q: 3 clusters Score -1.29744e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -12975027.000000 Penalty: 5677.070312
	Iteration 16Q: 3 clusters Score -1.297503e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 89455 members 
Entering Unmasked Estep 
Score: -12975570.000000 Penalty: 5677.070312
	Iteration 17Q: 3 clusters Score -1.297557e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
Score: -12975907.000000 Penalty: 5677.070312
	Iteration 18Q: 3 clusters Score -1.297591e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 90493 members 
Entering Unmasked Estep 
Score: -12976134.000000 Penalty: 5677.070312
	Iteration 19Q: 3 clusters Score -1.297613e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 90828 members 
Entering Unmasked Estep 
Score: -12976289.000000 Penalty: 5677.070312
	Iteration 20F: 3 clusters Score -1.297629e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -12976452.000000 Penalty: 5677.070312
	Iteration 21Q: 3 clusters Score -1.297645e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 91300 members 
Entering Unmasked Estep 
Score: -12976531.000000 Penalty: 5677.070312
	Iteration 22Q: 3 clusters Score -1.297653e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -12976633.000000 Penalty: 5677.070312
	Iteration 23Q: 3 clusters Score -1.297663e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 91590 members 
Entering Unmasked Estep 
Score: -12976701.000000 Penalty: 5677.070312
	Iteration 24Q: 3 clusters Score -1.29767e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -12976743.000000 Penalty: 5677.070312
	Iteration 25Q: 3 clusters Score -1.297674e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 91761 members 
Entering Unmasked Estep 
Score: -12976768.000000 Penalty: 5677.070312
	Iteration 26Q: 3 clusters Score -1.297677e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -12976803.000000 Penalty: 5677.070312
	Iteration 27Q: 3 clusters Score -1.29768e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -12976792.000000 Penalty: 5677.070312
	Iteration 28Q: 3 clusters Score -1.297679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 91883 members 
Entering Unmasked Estep 
Score: -12976800.000000 Penalty: 5677.070312
	Iteration 29Q: 3 clusters Score -1.29768e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 91907 members 
Entering Unmasked Estep 
Score: -12976806.000000 Penalty: 5677.070312
	Iteration 30Q: 3 clusters Score -1.297681e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -12976819.000000 Penalty: 5677.070312
	Iteration 31Q: 3 clusters Score -1.297682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -12976814.000000 Penalty: 5677.070312
	Iteration 32Q: 3 clusters Score -1.297681e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -12976823.000000 Penalty: 5677.070312
	Iteration 33Q: 3 clusters Score -1.297682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 92005 members 
Entering Unmasked Estep 
Score: -12976825.000000 Penalty: 5677.070312
	Iteration 34Q: 3 clusters Score -1.297682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 92022 members 
Entering Unmasked Estep 
Score: -12976828.000000 Penalty: 5677.070312
	Iteration 35Q: 3 clusters Score -1.297683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -12976821.000000 Penalty: 5677.070312
	Iteration 36Q: 3 clusters Score -1.297682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 92047 members 
Entering Unmasked Estep 
Score: -12976817.000000 Penalty: 5677.070312
	Iteration 37Q: 3 clusters Score -1.297682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -12976837.000000 Penalty: 5677.070312
	Iteration 38Q: 3 clusters Score -1.297684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -12976841.000000 Penalty: 5677.070312
	Iteration 39Q: 3 clusters Score -1.297684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 92085 members 
Entering Unmasked Estep 
Score: -12976846.000000 Penalty: 5677.070312
	Iteration 40F: 3 clusters Score -1.297685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 92090 members 
Entering Unmasked Estep 
Score: -12976835.000000 Penalty: 5677.070312
	Iteration 41Q: 3 clusters Score -1.297684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -12976833.000000 Penalty: 5677.070312
	Iteration 42Q: 3 clusters Score -1.297683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 92098 members 
Entering Unmasked Estep 
Score: -12976835.000000 Penalty: 5677.070312
	Iteration 43Q: 3 clusters Score -1.297684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -12976840.000000 Penalty: 5677.070312
	Iteration 44Q: 3 clusters Score -1.297684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -12976841.000000 Penalty: 5677.070312
	Iteration 45Q: 3 clusters Score -1.297684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -12976844.000000 Penalty: 5677.070312
	Iteration 46Q: 3 clusters Score -1.297684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -12976844.000000 Penalty: 5677.070312
	Iteration 47Q: 3 clusters Score -1.297684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -12976837.000000 Penalty: 5677.070312
	Iteration 48Q: 3 clusters Score -1.297684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -12976841.000000 Penalty: 5677.070312
	Iteration 49Q: 3 clusters Score -1.297684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -12976836.000000 Penalty: 5677.070312
	Iteration 50Q: 3 clusters Score -1.297684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -12976846.000000 Penalty: 5677.070312
	Iteration 51Q: 3 clusters Score -1.297685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -12976853.000000 Penalty: 5677.070312
	Iteration 52Q: 3 clusters Score -1.297685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 92195 members 
Entering Unmasked Estep 
Score: -12976861.000000 Penalty: 5677.070312
	Iteration 53Q: 3 clusters Score -1.297686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -12976873.000000 Penalty: 5677.070312
	Iteration 54Q: 3 clusters Score -1.297687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -12976862.000000 Penalty: 5677.070312
	Iteration 55Q: 3 clusters Score -1.297686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -12976863.000000 Penalty: 5677.070312
	Iteration 56Q: 3 clusters Score -1.297686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 92206 members 
Entering Unmasked Estep 
Score: -12976858.000000 Penalty: 5677.070312
	Iteration 57Q: 3 clusters Score -1.297686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 92207 members 
Entering Unmasked Estep 
Score: -12976861.000000 Penalty: 5677.070312
	Iteration 58Q: 3 clusters Score -1.297686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -12976861.000000 Penalty: 5677.070312
	Iteration 59Q: 3 clusters Score -1.297686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -12976868.000000 Penalty: 5677.070312
	Iteration 60F: 3 clusters Score -1.297687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -12976872.000000 Penalty: 5677.070312
	Iteration 61Q: 3 clusters Score -1.297687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 92215 members 
Entering Unmasked Estep 
Score: -12976879.000000 Penalty: 5677.070312
	Iteration 62Q: 3 clusters Score -1.297688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -12976873.000000 Penalty: 5677.070312
	Iteration 63Q: 3 clusters Score -1.297687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 92222 members 
Entering Unmasked Estep 
Score: -12976890.000000 Penalty: 5677.070312
	Iteration 64Q: 3 clusters Score -1.297689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -12976889.000000 Penalty: 5677.070312
	Iteration 65Q: 3 clusters Score -1.297689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 92225 members 
Entering Unmasked Estep 
Score: -12976887.000000 Penalty: 5677.070312
	Iteration 66Q: 3 clusters Score -1.297689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -12976884.000000 Penalty: 5677.070312
	Iteration 67Q: 3 clusters Score -1.297688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 92234 members 
Entering Unmasked Estep 
Score: -12976884.000000 Penalty: 5677.070312
	Iteration 68Q: 3 clusters Score -1.297688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -12976874.000000 Penalty: 5677.070312
	Iteration 69Q: 3 clusters Score -1.297687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 92252 members 
Entering Unmasked Estep 
Score: -12976877.000000 Penalty: 5677.070312
	Iteration 70Q: 3 clusters Score -1.297688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 92258 members 
Entering Unmasked Estep 
Score: -12976886.000000 Penalty: 5677.070312
	Iteration 71Q: 3 clusters Score -1.297689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -12976895.000000 Penalty: 5677.070312
	Iteration 72Q: 3 clusters Score -1.29769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 92272 members 
Entering Unmasked Estep 
Score: -12976891.000000 Penalty: 5677.070312
	Iteration 73Q: 3 clusters Score -1.297689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -12976887.000000 Penalty: 5677.070312
	Iteration 74Q: 3 clusters Score -1.297689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 92281 members 
Entering Unmasked Estep 
Score: -12976898.000000 Penalty: 5677.070312
	Iteration 75Q: 3 clusters Score -1.29769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 92286 members 
Entering Unmasked Estep 
Score: -12976885.000000 Penalty: 5677.070312
	Iteration 76Q: 3 clusters Score -1.297688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 92290 members 
Entering Unmasked Estep 
Score: -12976889.000000 Penalty: 5677.070312
	Iteration 77Q: 3 clusters Score -1.297689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
Score: -12976886.000000 Penalty: 5677.070312
	Iteration 78Q: 3 clusters Score -1.297689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 92296 members 
Entering Unmasked Estep 
Score: -12976892.000000 Penalty: 5677.070312
	Iteration 79Q: 3 clusters Score -1.297689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -12976894.000000 Penalty: 5677.070312
	Iteration 80F: 3 clusters Score -1.297689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 92300 members 
Entering Unmasked Estep 
Score: -12976897.000000 Penalty: 5677.070312
	Iteration 81Q: 3 clusters Score -1.29769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -12976888.000000 Penalty: 5677.070312
	Iteration 82Q: 3 clusters Score -1.297689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
Score: -12976891.000000 Penalty: 5677.070312
	Iteration 83Q: 3 clusters Score -1.297689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -12976889.000000 Penalty: 5677.070312
	Iteration 84Q: 3 clusters Score -1.297689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 92311 members 
Entering Unmasked Estep 
Score: -12976890.000000 Penalty: 5677.070312
	Iteration 85Q: 3 clusters Score -1.297689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 92311 members 
Entering Unmasked Estep 
Score: -12976890.000000 Penalty: 5677.070312
	Iteration 86F: 3 clusters Score -1.297689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -777740.812500 Penalty: 2142.530029
	Iteration 0F: 2 clusters Score -777740.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -772787.000000 Penalty: 4285.060059
	Iteration 0F: 3 clusters Score -772787 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -773980.062500 Penalty: 4285.060059
	Iteration 1F: 3 clusters Score -773980.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -774159.375000 Penalty: 4285.060059
	Iteration 2F: 3 clusters Score -774159.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -774282.812500 Penalty: 4285.060059
	Iteration 3Q: 3 clusters Score -774282.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -774371.687500 Penalty: 4285.060059
	Iteration 4Q: 3 clusters Score -774371.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -774436.125000 Penalty: 4285.060059
	Iteration 5Q: 3 clusters Score -774436.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -774474.750000 Penalty: 4285.060059
	Iteration 6Q: 3 clusters Score -774474.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -774503.000000 Penalty: 4285.060059
	Iteration 7Q: 3 clusters Score -774503 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -774528.625000 Penalty: 4285.060059
	Iteration 8Q: 3 clusters Score -774528.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -774546.562500 Penalty: 4285.060059
	Iteration 9Q: 3 clusters Score -774546.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -774563.687500 Penalty: 4285.060059
	Iteration 10Q: 3 clusters Score -774563.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -774582.437500 Penalty: 4285.060059
	Iteration 11Q: 3 clusters Score -774582.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -774598.125000 Penalty: 4285.060059
	Iteration 12Q: 3 clusters Score -774598.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -774613.375000 Penalty: 4285.060059
	Iteration 13Q: 3 clusters Score -774613.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -774619.687500 Penalty: 4285.060059
	Iteration 14Q: 3 clusters Score -774619.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -774629.437500 Penalty: 4285.060059
	Iteration 15Q: 3 clusters Score -774629.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -774639.625000 Penalty: 4285.060059
	Iteration 16Q: 3 clusters Score -774639.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -774646.937500 Penalty: 4285.060059
	Iteration 17Q: 3 clusters Score -774646.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -774652.187500 Penalty: 4285.060059
	Iteration 18Q: 3 clusters Score -774652.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -774659.500000 Penalty: 4285.060059
	Iteration 19Q: 3 clusters Score -774659.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -774663.125000 Penalty: 4285.060059
	Iteration 20F: 3 clusters Score -774663.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -774665.187500 Penalty: 4285.060059
	Iteration 21Q: 3 clusters Score -774665.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -774666.125000 Penalty: 4285.060059
	Iteration 22Q: 3 clusters Score -774666.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -774669.375000 Penalty: 4285.060059
	Iteration 23Q: 3 clusters Score -774669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -774671.937500 Penalty: 4285.060059
	Iteration 24Q: 3 clusters Score -774671.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -774673.250000 Penalty: 4285.060059
	Iteration 25Q: 3 clusters Score -774673.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -774674.500000 Penalty: 4285.060059
	Iteration 26Q: 3 clusters Score -774674.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -774675.250000 Penalty: 4285.060059
	Iteration 27Q: 3 clusters Score -774675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -774676.187500 Penalty: 4285.060059
	Iteration 28Q: 3 clusters Score -774676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -774675.937500 Penalty: 4285.060059
	Iteration 29Q: 3 clusters Score -774675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -774674.937500 Penalty: 4285.060059
	Iteration 30Q: 3 clusters Score -774674.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -774677.250000 Penalty: 4285.060059
	Iteration 31Q: 3 clusters Score -774677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -774676.875000 Penalty: 4285.060059
	Iteration 32Q: 3 clusters Score -774676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -774678.875000 Penalty: 4285.060059
	Iteration 33Q: 3 clusters Score -774678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -774678.500000 Penalty: 4285.060059
	Iteration 34Q: 3 clusters Score -774678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -774679.250000 Penalty: 4285.060059
	Iteration 35Q: 3 clusters Score -774679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -774680.500000 Penalty: 4285.060059
	Iteration 36Q: 3 clusters Score -774680.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -774682.875000 Penalty: 4285.060059
	Iteration 37Q: 3 clusters Score -774682.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -774684.812500 Penalty: 4285.060059
	Iteration 38Q: 3 clusters Score -774684.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -774686.625000 Penalty: 4285.060059
	Iteration 39Q: 3 clusters Score -774686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -774688.875000 Penalty: 4285.060059
	Iteration 40F: 3 clusters Score -774688.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -774692.500000 Penalty: 4285.060059
	Iteration 41Q: 3 clusters Score -774692.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -774698.125000 Penalty: 4285.060059
	Iteration 42Q: 3 clusters Score -774698.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -774701.937500 Penalty: 4285.060059
	Iteration 43Q: 3 clusters Score -774701.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -774703.937500 Penalty: 4285.060059
	Iteration 44Q: 3 clusters Score -774703.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -774705.437500 Penalty: 4285.060059
	Iteration 45Q: 3 clusters Score -774705.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -774710.875000 Penalty: 4285.060059
	Iteration 46Q: 3 clusters Score -774710.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -774714.250000 Penalty: 4285.060059
	Iteration 47Q: 3 clusters Score -774714.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -774718.000000 Penalty: 4285.060059
	Iteration 48Q: 3 clusters Score -774718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -774723.812500 Penalty: 4285.060059
	Iteration 49Q: 3 clusters Score -774723.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -774729.437500 Penalty: 4285.060059
	Iteration 50Q: 3 clusters Score -774729.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -774739.187500 Penalty: 4285.060059
	Iteration 51Q: 3 clusters Score -774739.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -774745.250000 Penalty: 4285.060059
	Iteration 52Q: 3 clusters Score -774745.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -774750.125000 Penalty: 4285.060059
	Iteration 53Q: 3 clusters Score -774750.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -774756.312500 Penalty: 4285.060059
	Iteration 54Q: 3 clusters Score -774756.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -774761.062500 Penalty: 4285.060059
	Iteration 55Q: 3 clusters Score -774761.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -774767.875000 Penalty: 4285.060059
	Iteration 56Q: 3 clusters Score -774767.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -774777.375000 Penalty: 4285.060059
	Iteration 57Q: 3 clusters Score -774777.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -774786.750000 Penalty: 4285.060059
	Iteration 58Q: 3 clusters Score -774786.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -774795.312500 Penalty: 4285.060059
	Iteration 59Q: 3 clusters Score -774795.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -774805.750000 Penalty: 4285.060059
	Iteration 60F: 3 clusters Score -774805.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -774817.500000 Penalty: 4285.060059
	Iteration 61Q: 3 clusters Score -774817.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -774829.750000 Penalty: 4285.060059
	Iteration 62Q: 3 clusters Score -774829.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -774843.437500 Penalty: 4285.060059
	Iteration 63Q: 3 clusters Score -774843.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -774860.437500 Penalty: 4285.060059
	Iteration 64Q: 3 clusters Score -774860.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -774874.812500 Penalty: 4285.060059
	Iteration 65Q: 3 clusters Score -774874.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -774886.250000 Penalty: 4285.060059
	Iteration 66Q: 3 clusters Score -774886.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -774906.250000 Penalty: 4285.060059
	Iteration 67Q: 3 clusters Score -774906.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -774917.937500 Penalty: 4285.060059
	Iteration 68Q: 3 clusters Score -774917.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -774931.687500 Penalty: 4285.060059
	Iteration 69Q: 3 clusters Score -774931.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -774941.437500 Penalty: 4285.060059
	Iteration 70Q: 3 clusters Score -774941.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -774957.875000 Penalty: 4285.060059
	Iteration 71Q: 3 clusters Score -774957.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -774974.687500 Penalty: 4285.060059
	Iteration 72Q: 3 clusters Score -774974.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -774994.000000 Penalty: 4285.060059
	Iteration 73Q: 3 clusters Score -774994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -775014.375000 Penalty: 4285.060059
	Iteration 74Q: 3 clusters Score -775014.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -775043.875000 Penalty: 4285.060059
	Iteration 75Q: 3 clusters Score -775043.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -775079.812500 Penalty: 4285.060059
	Iteration 76Q: 3 clusters Score -775079.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -775126.312500 Penalty: 4285.060059
	Iteration 77Q: 3 clusters Score -775126.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -775178.875000 Penalty: 4285.060059
	Iteration 78Q: 3 clusters Score -775178.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -775247.250000 Penalty: 4285.060059
	Iteration 79Q: 3 clusters Score -775247.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -775314.125000 Penalty: 4285.060059
	Iteration 80F: 3 clusters Score -775314.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -775390.000000 Penalty: 4285.060059
	Iteration 81Q: 3 clusters Score -775390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -775465.187500 Penalty: 4285.060059
	Iteration 82Q: 3 clusters Score -775465.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -775519.312500 Penalty: 4285.060059
	Iteration 83Q: 3 clusters Score -775519.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -775573.562500 Penalty: 4285.060059
	Iteration 84Q: 3 clusters Score -775573.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -775626.687500 Penalty: 4285.060059
	Iteration 85Q: 3 clusters Score -775626.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -775656.500000 Penalty: 4285.060059
	Iteration 86Q: 3 clusters Score -775656.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -775685.750000 Penalty: 4285.060059
	Iteration 87Q: 3 clusters Score -775685.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -775714.500000 Penalty: 4285.060059
	Iteration 88Q: 3 clusters Score -775714.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -775734.625000 Penalty: 4285.060059
	Iteration 89Q: 3 clusters Score -775734.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -775752.375000 Penalty: 4285.060059
	Iteration 90Q: 3 clusters Score -775752.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -775767.187500 Penalty: 4285.060059
	Iteration 91Q: 3 clusters Score -775767.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -775783.312500 Penalty: 4285.060059
	Iteration 92Q: 3 clusters Score -775783.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -775797.312500 Penalty: 4285.060059
	Iteration 93Q: 3 clusters Score -775797.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -775807.437500 Penalty: 4285.060059
	Iteration 94Q: 3 clusters Score -775807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -775809.125000 Penalty: 4285.060059
	Iteration 95Q: 3 clusters Score -775809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -775810.687500 Penalty: 4285.060059
	Iteration 96Q: 3 clusters Score -775810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -775812.750000 Penalty: 4285.060059
	Iteration 97Q: 3 clusters Score -775812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -775814.250000 Penalty: 4285.060059
	Iteration 98Q: 3 clusters Score -775814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -775818.875000 Penalty: 4285.060059
	Iteration 99Q: 3 clusters Score -775818.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -775820.250000 Penalty: 4285.060059
	Iteration 100F: 3 clusters Score -775820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -775825.187500 Penalty: 4285.060059
	Iteration 101Q: 3 clusters Score -775825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -775830.125000 Penalty: 4285.060059
	Iteration 102Q: 3 clusters Score -775830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -775835.375000 Penalty: 4285.060059
	Iteration 103Q: 3 clusters Score -775835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -775840.562500 Penalty: 4285.060059
	Iteration 104Q: 3 clusters Score -775840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -775843.375000 Penalty: 4285.060059
	Iteration 105Q: 3 clusters Score -775843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -775845.687500 Penalty: 4285.060059
	Iteration 106Q: 3 clusters Score -775845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -775845.812500 Penalty: 4285.060059
	Iteration 107Q: 3 clusters Score -775845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -775845.812500 Penalty: 4285.060059
	Iteration 108F: 3 clusters Score -775845.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Entering Unmasked Estep 
Score: -4655130.000000 Penalty: 2590.359375
	Iteration 0F: 2 clusters Score -4655130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -4631819.000000 Penalty: 5180.718750
	Iteration 0F: 3 clusters Score -4631819 nChanged 15653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -4640418.500000 Penalty: 5180.718750
	Iteration 1F: 3 clusters Score -4640418 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4641297.000000 Penalty: 5180.718750
	Iteration 2F: 3 clusters Score -4641297 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -4642471.500000 Penalty: 5180.718750
	Iteration 3F: 3 clusters Score -4642472 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4643747.000000 Penalty: 5180.718750
	Iteration 4F: 3 clusters Score -4643747 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4644949.000000 Penalty: 5180.718750
	Iteration 5F: 3 clusters Score -4644949 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4646114.000000 Penalty: 5180.718750
	Iteration 6F: 3 clusters Score -4646114 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4647224.000000 Penalty: 5180.718750
	Iteration 7F: 3 clusters Score -4647224 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -4648345.000000 Penalty: 5180.718750
	Iteration 8F: 3 clusters Score -4648345 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -4649530.000000 Penalty: 5180.718750
	Iteration 9Q: 3 clusters Score -4649530 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -4650626.500000 Penalty: 5180.718750
	Iteration 10Q: 3 clusters Score -4650626 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -4651582.500000 Penalty: 5180.718750
	Iteration 11Q: 3 clusters Score -4651582 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4652341.000000 Penalty: 5180.718750
	Iteration 12Q: 3 clusters Score -4652341 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -4652870.000000 Penalty: 5180.718750
	Iteration 13Q: 3 clusters Score -4652870 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -4653258.500000 Penalty: 5180.718750
	Iteration 14Q: 3 clusters Score -4653258 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -4653598.500000 Penalty: 5180.718750
	Iteration 15Q: 3 clusters Score -4653598 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -4653839.000000 Penalty: 5180.718750
	Iteration 16Q: 3 clusters Score -4653839 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4654083.000000 Penalty: 5180.718750
	Iteration 17Q: 3 clusters Score -4654083 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4654327.000000 Penalty: 5180.718750
	Iteration 18Q: 3 clusters Score -4654327 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4654664.000000 Penalty: 5180.718750
	Iteration 19Q: 3 clusters Score -4654664 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4655008.000000 Penalty: 5180.718750
	Iteration 20F: 3 clusters Score -4655008 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -4655217.000000 Penalty: 5180.718750
	Iteration 21Q: 3 clusters Score -4655217 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -4655290.500000 Penalty: 5180.718750
	Iteration 22Q: 3 clusters Score -4655290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4655305.500000 Penalty: 5180.718750
	Iteration 23Q: 3 clusters Score -4655306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4655330.000000 Penalty: 5180.718750
	Iteration 24Q: 3 clusters Score -4655330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4655338.500000 Penalty: 5180.718750
	Iteration 25Q: 3 clusters Score -4655338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -4655336.500000 Penalty: 5180.718750
	Iteration 26Q: 3 clusters Score -4655336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4655335.500000 Penalty: 5180.718750
	Iteration 27Q: 3 clusters Score -4655336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4655337.000000 Penalty: 5180.718750
	Iteration 28Q: 3 clusters Score -4655337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4655338.000000 Penalty: 5180.718750
	Iteration 29Q: 3 clusters Score -4655338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4655338.000000 Penalty: 5180.718750
	Iteration 30F: 3 clusters Score -4655338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 134185 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54440 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 129752 members 
Mstep: Class 9 contains 14468 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 163851 members 
Mstep: Class 14 contains 93499 members 
Mstep: Class 15 contains 5649 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3947 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174288 members 
Mstep: Class 21 contains 74134 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81625 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 31854 members 
Entering Unmasked Estep 
Score: -137449264.000000 Penalty: 89173.351562
Splitting cluster 16 changes total score from -137449888.000000 to -137449264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -24049.376953 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -24049.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22917.972656 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22917.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22993.281250 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -22993.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23010.000000 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -23010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23015.154297 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -23015.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23024.511719 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -23024.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23031.349609 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -23031.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23031.349609 Penalty: 2666.138184
	Iteration 6F: 3 clusters Score -23031.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Entering Unmasked Estep 
Score: -519068.531250 Penalty: 2053.616455
	Iteration 0F: 2 clusters Score -519068.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -515192.625000 Penalty: 4107.232910
	Iteration 0F: 3 clusters Score -515192.6 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -516180.750000 Penalty: 4107.232910
	Iteration 1F: 3 clusters Score -516180.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -516406.718750 Penalty: 4107.232910
	Iteration 2F: 3 clusters Score -516406.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -516552.562500 Penalty: 4107.232910
	Iteration 3F: 3 clusters Score -516552.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -516636.312500 Penalty: 4107.232910
	Iteration 4Q: 3 clusters Score -516636.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -516693.250000 Penalty: 4107.232910
	Iteration 5Q: 3 clusters Score -516693.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -516737.093750 Penalty: 4107.232910
	Iteration 6Q: 3 clusters Score -516737.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -516773.093750 Penalty: 4107.232910
	Iteration 7Q: 3 clusters Score -516773.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -516806.406250 Penalty: 4107.232910
	Iteration 8Q: 3 clusters Score -516806.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -516828.343750 Penalty: 4107.232910
	Iteration 9Q: 3 clusters Score -516828.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -516849.468750 Penalty: 4107.232910
	Iteration 10Q: 3 clusters Score -516849.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -516864.875000 Penalty: 4107.232910
	Iteration 11Q: 3 clusters Score -516864.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -516877.781250 Penalty: 4107.232910
	Iteration 12Q: 3 clusters Score -516877.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -516892.468750 Penalty: 4107.232910
	Iteration 13Q: 3 clusters Score -516892.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -516908.968750 Penalty: 4107.232910
	Iteration 14Q: 3 clusters Score -516909 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -516922.437500 Penalty: 4107.232910
	Iteration 15Q: 3 clusters Score -516922.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -516933.125000 Penalty: 4107.232910
	Iteration 16Q: 3 clusters Score -516933.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -516942.062500 Penalty: 4107.232910
	Iteration 17Q: 3 clusters Score -516942.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -516950.406250 Penalty: 4107.232910
	Iteration 18Q: 3 clusters Score -516950.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -516960.312500 Penalty: 4107.232910
	Iteration 19Q: 3 clusters Score -516960.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -516972.000000 Penalty: 4107.232910
	Iteration 20F: 3 clusters Score -516972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -516983.750000 Penalty: 4107.232910
	Iteration 21Q: 3 clusters Score -516983.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -516998.968750 Penalty: 4107.232910
	Iteration 22Q: 3 clusters Score -516999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -517014.875000 Penalty: 4107.232910
	Iteration 23Q: 3 clusters Score -517014.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -517042.312500 Penalty: 4107.232910
	Iteration 24Q: 3 clusters Score -517042.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -517073.750000 Penalty: 4107.232910
	Iteration 25Q: 3 clusters Score -517073.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -517099.531250 Penalty: 4107.232910
	Iteration 26Q: 3 clusters Score -517099.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -517124.000000 Penalty: 4107.232910
	Iteration 27Q: 3 clusters Score -517124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -517149.968750 Penalty: 4107.232910
	Iteration 28Q: 3 clusters Score -517150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -517176.656250 Penalty: 4107.232910
	Iteration 29Q: 3 clusters Score -517176.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -517198.343750 Penalty: 4107.232910
	Iteration 30Q: 3 clusters Score -517198.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -517215.031250 Penalty: 4107.232910
	Iteration 31Q: 3 clusters Score -517215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -517237.562500 Penalty: 4107.232910
	Iteration 32Q: 3 clusters Score -517237.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -517260.000000 Penalty: 4107.232910
	Iteration 33Q: 3 clusters Score -517260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -517282.656250 Penalty: 4107.232910
	Iteration 34Q: 3 clusters Score -517282.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -517303.625000 Penalty: 4107.232910
	Iteration 35Q: 3 clusters Score -517303.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -517326.593750 Penalty: 4107.232910
	Iteration 36Q: 3 clusters Score -517326.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -517341.000000 Penalty: 4107.232910
	Iteration 37Q: 3 clusters Score -517341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -517358.437500 Penalty: 4107.232910
	Iteration 38Q: 3 clusters Score -517358.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -517374.781250 Penalty: 4107.232910
	Iteration 39Q: 3 clusters Score -517374.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -517387.218750 Penalty: 4107.232910
	Iteration 40F: 3 clusters Score -517387.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -517400.593750 Penalty: 4107.232910
	Iteration 41Q: 3 clusters Score -517400.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -517412.218750 Penalty: 4107.232910
	Iteration 42Q: 3 clusters Score -517412.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -517427.468750 Penalty: 4107.232910
	Iteration 43Q: 3 clusters Score -517427.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -517440.531250 Penalty: 4107.232910
	Iteration 44Q: 3 clusters Score -517440.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -517454.500000 Penalty: 4107.232910
	Iteration 45Q: 3 clusters Score -517454.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -517467.312500 Penalty: 4107.232910
	Iteration 46Q: 3 clusters Score -517467.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -517477.593750 Penalty: 4107.232910
	Iteration 47Q: 3 clusters Score -517477.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -517482.843750 Penalty: 4107.232910
	Iteration 48Q: 3 clusters Score -517482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -517488.468750 Penalty: 4107.232910
	Iteration 49Q: 3 clusters Score -517488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -517493.343750 Penalty: 4107.232910
	Iteration 50Q: 3 clusters Score -517493.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -517502.250000 Penalty: 4107.232910
	Iteration 51Q: 3 clusters Score -517502.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -517504.343750 Penalty: 4107.232910
	Iteration 52Q: 3 clusters Score -517504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -517505.593750 Penalty: 4107.232910
	Iteration 53Q: 3 clusters Score -517505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -517506.750000 Penalty: 4107.232910
	Iteration 54Q: 3 clusters Score -517506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -517507.625000 Penalty: 4107.232910
	Iteration 55Q: 3 clusters Score -517507.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -517507.625000 Penalty: 4107.232910
	Iteration 56F: 3 clusters Score -517507.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -158648.625000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -156575.062500 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156575.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -156921.609375 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -156921.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -157079.234375 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157079.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -157163.687500 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -157163.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157230.640625 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -157230.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -157311.500000 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157311.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157389.812500 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157389.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -157456.109375 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157456.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -157505.843750 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157505.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -157530.578125 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157530.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -157564.109375 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157564.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157596.750000 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -157596.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -157620.390625 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -157620.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -157634.906250 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -157634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157658.031250 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -157658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157667.531250 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -157667.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -157675.843750 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -157675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -157678.515625 Penalty: 3509.601318
	Iteration 17Q: 3 clusters Score -157678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -157680.781250 Penalty: 3509.601318
	Iteration 18Q: 3 clusters Score -157680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -157685.265625 Penalty: 3509.601318
	Iteration 19Q: 3 clusters Score -157685.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -157688.265625 Penalty: 3509.601318
	Iteration 20F: 3 clusters Score -157688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -157689.390625 Penalty: 3509.601318
	Iteration 21Q: 3 clusters Score -157689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -157690.625000 Penalty: 3509.601318
	Iteration 22Q: 3 clusters Score -157690.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -157690.625000 Penalty: 3509.601318
	Iteration 23F: 3 clusters Score -157690.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (174288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174288 members 
Entering Unmasked Estep 
Score: -24104212.000000 Penalty: 2992.979248
	Iteration 0F: 2 clusters Score -2.410421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 86945 members 
Entering Unmasked Estep 
Score: -23991544.000000 Penalty: 5985.958496
	Iteration 0F: 3 clusters Score -2.399154e+07 nChanged 83290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89335 members 
Mstep: Class 2 contains 84953 members 
Entering Unmasked Estep 
Score: -24039704.000000 Penalty: 5985.958496
	Iteration 1F: 3 clusters Score -2.40397e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -24040536.000000 Penalty: 5985.958496
	Iteration 2Q: 3 clusters Score -2.404054e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -24041582.000000 Penalty: 5985.958496
	Iteration 3Q: 3 clusters Score -2.404158e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -24043034.000000 Penalty: 5985.958496
	Iteration 4Q: 3 clusters Score -2.404303e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -24045246.000000 Penalty: 5985.958496
	Iteration 5Q: 3 clusters Score -2.404525e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108642 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -24049366.000000 Penalty: 5985.958496
	Iteration 6Q: 3 clusters Score -2.404937e+07 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118967 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -24056116.000000 Penalty: 5985.958496
	Iteration 7F: 3 clusters Score -2.405612e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -24066772.000000 Penalty: 5985.958496
	Iteration 8F: 3 clusters Score -2.406677e+07 nChanged 14741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146967 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -24080472.000000 Penalty: 5985.958496
	Iteration 9F: 3 clusters Score -2.408047e+07 nChanged 13342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160303 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -24091878.000000 Penalty: 5985.958496
	Iteration 10F: 3 clusters Score -2.409188e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168928 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -24098538.000000 Penalty: 5985.958496
	Iteration 11Q: 3 clusters Score -2.409854e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172633 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -24100712.000000 Penalty: 5985.958496
	Iteration 12Q: 3 clusters Score -2.410071e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173735 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -24101274.000000 Penalty: 5985.958496
	Iteration 13Q: 3 clusters Score -2.410127e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173983 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24101498.000000 Penalty: 5985.958496
	Iteration 14Q: 3 clusters Score -2.41015e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174042 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24101578.000000 Penalty: 5985.958496
	Iteration 15Q: 3 clusters Score -2.410158e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174061 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24101592.000000 Penalty: 5985.958496
	Iteration 16Q: 3 clusters Score -2.410159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174064 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24101602.000000 Penalty: 5985.958496
	Iteration 17Q: 3 clusters Score -2.41016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174066 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24101608.000000 Penalty: 5985.958496
	Iteration 18Q: 3 clusters Score -2.410161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174069 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24101604.000000 Penalty: 5985.958496
	Iteration 19Q: 3 clusters Score -2.41016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174075 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24101606.000000 Penalty: 5985.958496
	Iteration 20F: 3 clusters Score -2.410161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174074 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24101612.000000 Penalty: 5985.958496
	Iteration 21Q: 3 clusters Score -2.410161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174074 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24101612.000000 Penalty: 5985.958496
	Iteration 22F: 3 clusters Score -2.410161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (74134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Entering Unmasked Estep 
Score: -10292758.000000 Penalty: 2780.980225
	Iteration 0F: 2 clusters Score -1.029276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -10243214.000000 Penalty: 5561.960449
	Iteration 0F: 3 clusters Score -1.024321e+07 nChanged 34701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -10262536.000000 Penalty: 5561.960449
	Iteration 1F: 3 clusters Score -1.026254e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -10263063.000000 Penalty: 5561.960449
	Iteration 2Q: 3 clusters Score -1.026306e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -10263584.000000 Penalty: 5561.960449
	Iteration 3Q: 3 clusters Score -1.026358e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -10264071.000000 Penalty: 5561.960449
	Iteration 4Q: 3 clusters Score -1.026407e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -10264695.000000 Penalty: 5561.960449
	Iteration 5Q: 3 clusters Score -1.02647e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -10265288.000000 Penalty: 5561.960449
	Iteration 6Q: 3 clusters Score -1.026529e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -10265818.000000 Penalty: 5561.960449
	Iteration 7Q: 3 clusters Score -1.026582e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -10266597.000000 Penalty: 5561.960449
	Iteration 8Q: 3 clusters Score -1.02666e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -10267645.000000 Penalty: 5561.960449
	Iteration 9Q: 3 clusters Score -1.026764e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -10269105.000000 Penalty: 5561.960449
	Iteration 10Q: 3 clusters Score -1.02691e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -10271013.000000 Penalty: 5561.960449
	Iteration 11Q: 3 clusters Score -1.027101e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -10273623.000000 Penalty: 5561.960449
	Iteration 12F: 3 clusters Score -1.027362e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -10276278.000000 Penalty: 5561.960449
	Iteration 13F: 3 clusters Score -1.027628e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -10277971.000000 Penalty: 5561.960449
	Iteration 14Q: 3 clusters Score -1.027797e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -10278969.000000 Penalty: 5561.960449
	Iteration 15Q: 3 clusters Score -1.027897e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -10279511.000000 Penalty: 5561.960449
	Iteration 16Q: 3 clusters Score -1.027951e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -10279878.000000 Penalty: 5561.960449
	Iteration 17Q: 3 clusters Score -1.027988e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -10280226.000000 Penalty: 5561.960449
	Iteration 18Q: 3 clusters Score -1.028023e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -10280446.000000 Penalty: 5561.960449
	Iteration 19Q: 3 clusters Score -1.028045e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -10280744.000000 Penalty: 5561.960449
	Iteration 20F: 3 clusters Score -1.028074e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -10281039.000000 Penalty: 5561.960449
	Iteration 21Q: 3 clusters Score -1.028104e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -10281274.000000 Penalty: 5561.960449
	Iteration 22Q: 3 clusters Score -1.028127e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -10281537.000000 Penalty: 5561.960449
	Iteration 23Q: 3 clusters Score -1.028154e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -10281760.000000 Penalty: 5561.960449
	Iteration 24Q: 3 clusters Score -1.028176e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -10282059.000000 Penalty: 5561.960449
	Iteration 25Q: 3 clusters Score -1.028206e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -10282322.000000 Penalty: 5561.960449
	Iteration 26Q: 3 clusters Score -1.028232e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -10282682.000000 Penalty: 5561.960449
	Iteration 27Q: 3 clusters Score -1.028268e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -10282935.000000 Penalty: 5561.960449
	Iteration 28Q: 3 clusters Score -1.028294e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -10283128.000000 Penalty: 5561.960449
	Iteration 29Q: 3 clusters Score -1.028313e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -10283418.000000 Penalty: 5561.960449
	Iteration 30Q: 3 clusters Score -1.028342e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -10283755.000000 Penalty: 5561.960449
	Iteration 31Q: 3 clusters Score -1.028376e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -10284136.000000 Penalty: 5561.960449
	Iteration 32Q: 3 clusters Score -1.028414e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -10284488.000000 Penalty: 5561.960449
	Iteration 33Q: 3 clusters Score -1.028449e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -10284835.000000 Penalty: 5561.960449
	Iteration 34Q: 3 clusters Score -1.028484e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -10285175.000000 Penalty: 5561.960449
	Iteration 35Q: 3 clusters Score -1.028518e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -10285543.000000 Penalty: 5561.960449
	Iteration 36Q: 3 clusters Score -1.028554e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -10285915.000000 Penalty: 5561.960449
	Iteration 37Q: 3 clusters Score -1.028592e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -10286290.000000 Penalty: 5561.960449
	Iteration 38Q: 3 clusters Score -1.028629e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -10286628.000000 Penalty: 5561.960449
	Iteration 39Q: 3 clusters Score -1.028663e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -10286958.000000 Penalty: 5561.960449
	Iteration 40F: 3 clusters Score -1.028696e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -10287259.000000 Penalty: 5561.960449
	Iteration 41Q: 3 clusters Score -1.028726e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -10287572.000000 Penalty: 5561.960449
	Iteration 42Q: 3 clusters Score -1.028757e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -10287824.000000 Penalty: 5561.960449
	Iteration 43Q: 3 clusters Score -1.028782e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -10288063.000000 Penalty: 5561.960449
	Iteration 44Q: 3 clusters Score -1.028806e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -10288344.000000 Penalty: 5561.960449
	Iteration 45Q: 3 clusters Score -1.028834e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -10288567.000000 Penalty: 5561.960449
	Iteration 46Q: 3 clusters Score -1.028857e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -10288828.000000 Penalty: 5561.960449
	Iteration 47Q: 3 clusters Score -1.028883e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -10289097.000000 Penalty: 5561.960449
	Iteration 48Q: 3 clusters Score -1.02891e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -10289293.000000 Penalty: 5561.960449
	Iteration 49Q: 3 clusters Score -1.028929e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -10289433.000000 Penalty: 5561.960449
	Iteration 50Q: 3 clusters Score -1.028943e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -10289582.000000 Penalty: 5561.960449
	Iteration 51Q: 3 clusters Score -1.028958e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -10289706.000000 Penalty: 5561.960449
	Iteration 52Q: 3 clusters Score -1.028971e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -10289837.000000 Penalty: 5561.960449
	Iteration 53Q: 3 clusters Score -1.028984e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -10290006.000000 Penalty: 5561.960449
	Iteration 54Q: 3 clusters Score -1.029001e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -10290091.000000 Penalty: 5561.960449
	Iteration 55Q: 3 clusters Score -1.029009e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -10290182.000000 Penalty: 5561.960449
	Iteration 56Q: 3 clusters Score -1.029018e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -10290234.000000 Penalty: 5561.960449
	Iteration 57Q: 3 clusters Score -1.029023e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -10290301.000000 Penalty: 5561.960449
	Iteration 58Q: 3 clusters Score -1.02903e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -10290322.000000 Penalty: 5561.960449
	Iteration 59Q: 3 clusters Score -1.029032e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -10290371.000000 Penalty: 5561.960449
	Iteration 60F: 3 clusters Score -1.029037e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -10290409.000000 Penalty: 5561.960449
	Iteration 61Q: 3 clusters Score -1.029041e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -10290431.000000 Penalty: 5561.960449
	Iteration 62Q: 3 clusters Score -1.029043e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -10290456.000000 Penalty: 5561.960449
	Iteration 63Q: 3 clusters Score -1.029046e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -10290488.000000 Penalty: 5561.960449
	Iteration 64Q: 3 clusters Score -1.029049e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -10290504.000000 Penalty: 5561.960449
	Iteration 65Q: 3 clusters Score -1.02905e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -10290493.000000 Penalty: 5561.960449
	Iteration 66Q: 3 clusters Score -1.029049e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -10290488.000000 Penalty: 5561.960449
	Iteration 67Q: 3 clusters Score -1.029049e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71853 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -10290504.000000 Penalty: 5561.960449
	Iteration 68Q: 3 clusters Score -1.02905e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -10290522.000000 Penalty: 5561.960449
	Iteration 69Q: 3 clusters Score -1.029052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -10290566.000000 Penalty: 5561.960449
	Iteration 70Q: 3 clusters Score -1.029057e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -10290563.000000 Penalty: 5561.960449
	Iteration 71Q: 3 clusters Score -1.029056e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -10290602.000000 Penalty: 5561.960449
	Iteration 72Q: 3 clusters Score -1.02906e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -10290599.000000 Penalty: 5561.960449
	Iteration 73Q: 3 clusters Score -1.02906e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10290600.000000 Penalty: 5561.960449
	Iteration 74Q: 3 clusters Score -1.02906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -10290620.000000 Penalty: 5561.960449
	Iteration 75Q: 3 clusters Score -1.029062e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -10290626.000000 Penalty: 5561.960449
	Iteration 76Q: 3 clusters Score -1.029063e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -10290645.000000 Penalty: 5561.960449
	Iteration 77Q: 3 clusters Score -1.029064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10290653.000000 Penalty: 5561.960449
	Iteration 78Q: 3 clusters Score -1.029065e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -10290660.000000 Penalty: 5561.960449
	Iteration 79Q: 3 clusters Score -1.029066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10290670.000000 Penalty: 5561.960449
	Iteration 80F: 3 clusters Score -1.029067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -10290672.000000 Penalty: 5561.960449
	Iteration 81Q: 3 clusters Score -1.029067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -10290669.000000 Penalty: 5561.960449
	Iteration 82Q: 3 clusters Score -1.029067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -10290673.000000 Penalty: 5561.960449
	Iteration 83Q: 3 clusters Score -1.029067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -10290677.000000 Penalty: 5561.960449
	Iteration 84Q: 3 clusters Score -1.029068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -10290695.000000 Penalty: 5561.960449
	Iteration 85Q: 3 clusters Score -1.02907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -10290697.000000 Penalty: 5561.960449
	Iteration 86Q: 3 clusters Score -1.02907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -10290691.000000 Penalty: 5561.960449
	Iteration 87Q: 3 clusters Score -1.029069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -10290694.000000 Penalty: 5561.960449
	Iteration 88Q: 3 clusters Score -1.029069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -10290699.000000 Penalty: 5561.960449
	Iteration 89Q: 3 clusters Score -1.02907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72374 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10290702.000000 Penalty: 5561.960449
	Iteration 90Q: 3 clusters Score -1.02907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -10290692.000000 Penalty: 5561.960449
	Iteration 91Q: 3 clusters Score -1.029069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -10290696.000000 Penalty: 5561.960449
	Iteration 92Q: 3 clusters Score -1.02907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -10290697.000000 Penalty: 5561.960449
	Iteration 93Q: 3 clusters Score -1.02907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72391 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10290704.000000 Penalty: 5561.960449
	Iteration 94Q: 3 clusters Score -1.02907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -10290708.000000 Penalty: 5561.960449
	Iteration 95Q: 3 clusters Score -1.029071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -10290708.000000 Penalty: 5561.960449
	Iteration 96Q: 3 clusters Score -1.029071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -10290695.000000 Penalty: 5561.960449
	Iteration 97Q: 3 clusters Score -1.02907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -10290714.000000 Penalty: 5561.960449
	Iteration 98Q: 3 clusters Score -1.029071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10290713.000000 Penalty: 5561.960449
	Iteration 99Q: 3 clusters Score -1.029071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10290713.000000 Penalty: 5561.960449
	Iteration 100F: 3 clusters Score -1.029071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -160521.531250 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -160521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -158412.250000 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -158412.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -158788.156250 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -158788.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -158969.687500 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -158969.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159093.359375 Penalty: 3522.022705
	Iteration 3Q: 3 clusters Score -159093.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -159190.984375 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -159191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -159227.812500 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -159227.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159250.625000 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -159250.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -159267.359375 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -159267.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -159279.296875 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -159279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -159283.640625 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -159283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -159285.703125 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -159285.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159286.640625 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -159286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159286.640625 Penalty: 3522.022705
	Iteration 12F: 3 clusters Score -159286.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -13573.099609 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -13573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12728.763672 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -12728.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12788.609375 Penalty: 2386.843506
	Iteration 1Q: 3 clusters Score -12788.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12788.609375 Penalty: 2386.843506
	Iteration 2F: 3 clusters Score -12788.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (81625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Entering Unmasked Estep 
Score: -11367152.000000 Penalty: 2804.853027
	Iteration 0F: 2 clusters Score -1.136715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -11312394.000000 Penalty: 5609.706055
	Iteration 0F: 3 clusters Score -1.131239e+07 nChanged 38488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -11334502.000000 Penalty: 5609.706055
	Iteration 1F: 3 clusters Score -1.13345e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -11335533.000000 Penalty: 5609.706055
	Iteration 2Q: 3 clusters Score -1.133553e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -11336838.000000 Penalty: 5609.706055
	Iteration 3Q: 3 clusters Score -1.133684e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -11338701.000000 Penalty: 5609.706055
	Iteration 4Q: 3 clusters Score -1.13387e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -11341043.000000 Penalty: 5609.706055
	Iteration 5F: 3 clusters Score -1.134104e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -11344127.000000 Penalty: 5609.706055
	Iteration 6F: 3 clusters Score -1.134413e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -11347841.000000 Penalty: 5609.706055
	Iteration 7F: 3 clusters Score -1.134784e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65221 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -11352046.000000 Penalty: 5609.706055
	Iteration 8F: 3 clusters Score -1.135205e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -11355939.000000 Penalty: 5609.706055
	Iteration 9F: 3 clusters Score -1.135594e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -11358994.000000 Penalty: 5609.706055
	Iteration 10Q: 3 clusters Score -1.135899e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -11361158.000000 Penalty: 5609.706055
	Iteration 11Q: 3 clusters Score -1.136116e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -11362603.000000 Penalty: 5609.706055
	Iteration 12Q: 3 clusters Score -1.13626e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -11363463.000000 Penalty: 5609.706055
	Iteration 13Q: 3 clusters Score -1.136346e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11363970.000000 Penalty: 5609.706055
	Iteration 14Q: 3 clusters Score -1.136397e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11364212.000000 Penalty: 5609.706055
	Iteration 15Q: 3 clusters Score -1.136421e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -11364414.000000 Penalty: 5609.706055
	Iteration 16Q: 3 clusters Score -1.136441e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11364509.000000 Penalty: 5609.706055
	Iteration 17Q: 3 clusters Score -1.136451e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11364556.000000 Penalty: 5609.706055
	Iteration 18Q: 3 clusters Score -1.136456e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11364612.000000 Penalty: 5609.706055
	Iteration 19Q: 3 clusters Score -1.136461e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11364648.000000 Penalty: 5609.706055
	Iteration 20F: 3 clusters Score -1.136465e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11364680.000000 Penalty: 5609.706055
	Iteration 21Q: 3 clusters Score -1.136468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11364721.000000 Penalty: 5609.706055
	Iteration 22Q: 3 clusters Score -1.136472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11364733.000000 Penalty: 5609.706055
	Iteration 23Q: 3 clusters Score -1.136473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11364743.000000 Penalty: 5609.706055
	Iteration 24Q: 3 clusters Score -1.136474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81043 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11364746.000000 Penalty: 5609.706055
	Iteration 25Q: 3 clusters Score -1.136475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11364746.000000 Penalty: 5609.706055
	Iteration 26Q: 3 clusters Score -1.136475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11364747.000000 Penalty: 5609.706055
	Iteration 27Q: 3 clusters Score -1.136475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11364766.000000 Penalty: 5609.706055
	Iteration 28Q: 3 clusters Score -1.136477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11364779.000000 Penalty: 5609.706055
	Iteration 29Q: 3 clusters Score -1.136478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11364785.000000 Penalty: 5609.706055
	Iteration 30Q: 3 clusters Score -1.136478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -11364786.000000 Penalty: 5609.706055
	Iteration 31Q: 3 clusters Score -1.136479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81082 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11364792.000000 Penalty: 5609.706055
	Iteration 32Q: 3 clusters Score -1.136479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11364792.000000 Penalty: 5609.706055
	Iteration 33Q: 3 clusters Score -1.136479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11364803.000000 Penalty: 5609.706055
	Iteration 34Q: 3 clusters Score -1.13648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11364807.000000 Penalty: 5609.706055
	Iteration 35Q: 3 clusters Score -1.136481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -11364818.000000 Penalty: 5609.706055
	Iteration 36Q: 3 clusters Score -1.136482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11364810.000000 Penalty: 5609.706055
	Iteration 37Q: 3 clusters Score -1.136481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11364823.000000 Penalty: 5609.706055
	Iteration 38Q: 3 clusters Score -1.136482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11364830.000000 Penalty: 5609.706055
	Iteration 39Q: 3 clusters Score -1.136483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11364827.000000 Penalty: 5609.706055
	Iteration 40F: 3 clusters Score -1.136483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11364835.000000 Penalty: 5609.706055
	Iteration 41Q: 3 clusters Score -1.136484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11364834.000000 Penalty: 5609.706055
	Iteration 42Q: 3 clusters Score -1.136483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11364841.000000 Penalty: 5609.706055
	Iteration 43Q: 3 clusters Score -1.136484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11364841.000000 Penalty: 5609.706055
	Iteration 44Q: 3 clusters Score -1.136484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11364847.000000 Penalty: 5609.706055
	Iteration 45Q: 3 clusters Score -1.136485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11364852.000000 Penalty: 5609.706055
	Iteration 46Q: 3 clusters Score -1.136485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11364852.000000 Penalty: 5609.706055
	Iteration 47F: 3 clusters Score -1.136485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -23335.710938 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -23335.71 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 104 members 
Entering Unmasked Estep 
Score: -22226.511719 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -22226.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22289.037109 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -22289.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22302.037109 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -22302.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22306.443359 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -22306.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22306.443359 Penalty: 2632.900635
	Iteration 4F: 3 clusters Score -22306.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 134185 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54440 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 129752 members 
Mstep: Class 9 contains 14468 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 163851 members 
Mstep: Class 14 contains 93499 members 
Mstep: Class 15 contains 5649 members 
Mstep: Class 16 contains 34372 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3947 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174288 members 
Mstep: Class 21 contains 74134 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81625 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449760.000000 Penalty: 85743.609375
Iteration 319Q: 26 clusters Score -1.374498e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 134124 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54441 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 129803 members 
Mstep: Class 9 contains 14478 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 163817 members 
Mstep: Class 14 contains 93489 members 
Mstep: Class 15 contains 5649 members 
Mstep: Class 16 contains 34363 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174250 members 
Mstep: Class 21 contains 74192 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81647 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449824.000000 Penalty: 85743.609375
Iteration 320F: 26 clusters Score -1.374498e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 134048 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54442 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 129859 members 
Mstep: Class 9 contains 14485 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 163802 members 
Mstep: Class 14 contains 93469 members 
Mstep: Class 15 contains 5646 members 
Mstep: Class 16 contains 34356 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3954 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174236 members 
Mstep: Class 21 contains 74227 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81667 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449792.000000 Penalty: 85743.609375
Iteration 321Q: 26 clusters Score -1.374498e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 133977 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54443 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 129921 members 
Mstep: Class 9 contains 14490 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 163810 members 
Mstep: Class 14 contains 93454 members 
Mstep: Class 15 contains 5644 members 
Mstep: Class 16 contains 34345 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174191 members 
Mstep: Class 21 contains 74272 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81685 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449920.000000 Penalty: 85743.609375
Iteration 322Q: 26 clusters Score -1.374499e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 133921 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54435 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 129975 members 
Mstep: Class 9 contains 14497 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 163813 members 
Mstep: Class 14 contains 93460 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 34334 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174141 members 
Mstep: Class 21 contains 74305 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81702 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450032.000000 Penalty: 85743.609375
Iteration 323Q: 26 clusters Score -1.3745e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 133863 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54429 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 130042 members 
Mstep: Class 9 contains 14496 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 163818 members 
Mstep: Class 14 contains 93453 members 
Mstep: Class 15 contains 5640 members 
Mstep: Class 16 contains 34324 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3953 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174096 members 
Mstep: Class 21 contains 74335 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81719 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449952.000000 Penalty: 85743.609375
Iteration 324Q: 26 clusters Score -1.3745e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 133802 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54425 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 130104 members 
Mstep: Class 9 contains 14500 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 163804 members 
Mstep: Class 14 contains 93449 members 
Mstep: Class 15 contains 5633 members 
Mstep: Class 16 contains 34315 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 174052 members 
Mstep: Class 21 contains 74386 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81745 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449936.000000 Penalty: 85743.609375
Iteration 325Q: 26 clusters Score -1.374499e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 133722 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54417 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 130185 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 163789 members 
Mstep: Class 14 contains 93455 members 
Mstep: Class 15 contains 5630 members 
Mstep: Class 16 contains 34306 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173997 members 
Mstep: Class 21 contains 74449 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81755 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137449968.000000 Penalty: 85743.609375
Iteration 326Q: 26 clusters Score -1.3745e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 133646 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54413 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 130263 members 
Mstep: Class 9 contains 14506 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 163784 members 
Mstep: Class 14 contains 93456 members 
Mstep: Class 15 contains 5630 members 
Mstep: Class 16 contains 34300 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173924 members 
Mstep: Class 21 contains 74516 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81768 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450016.000000 Penalty: 85743.609375
Iteration 327Q: 26 clusters Score -1.3745e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 133563 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54407 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 130347 members 
Mstep: Class 9 contains 14510 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 163790 members 
Mstep: Class 14 contains 93466 members 
Mstep: Class 15 contains 5621 members 
Mstep: Class 16 contains 34293 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173840 members 
Mstep: Class 21 contains 74576 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81786 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450064.000000 Penalty: 85743.609375
Iteration 328Q: 26 clusters Score -1.374501e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 133419 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54403 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 130439 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 163798 members 
Mstep: Class 14 contains 93483 members 
Mstep: Class 15 contains 5613 members 
Mstep: Class 16 contains 34288 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173777 members 
Mstep: Class 21 contains 74653 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81805 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450112.000000 Penalty: 85743.609375
Iteration 329Q: 26 clusters Score -1.374501e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 133272 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54396 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 130525 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 163802 members 
Mstep: Class 14 contains 93499 members 
Mstep: Class 15 contains 5609 members 
Mstep: Class 16 contains 34276 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173721 members 
Mstep: Class 21 contains 74731 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81832 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450256.000000 Penalty: 85743.609375
Iteration 330Q: 26 clusters Score -1.374503e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 133147 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54385 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 130638 members 
Mstep: Class 9 contains 14520 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 163829 members 
Mstep: Class 14 contains 93522 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 34258 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173611 members 
Mstep: Class 21 contains 74801 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81859 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450592.000000 Penalty: 85743.609375
Iteration 331Q: 26 clusters Score -1.374506e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 133004 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54380 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 130741 members 
Mstep: Class 9 contains 14516 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 163853 members 
Mstep: Class 14 contains 93540 members 
Mstep: Class 15 contains 5600 members 
Mstep: Class 16 contains 34246 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3954 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173538 members 
Mstep: Class 21 contains 74873 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81876 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450608.000000 Penalty: 85743.609375
Iteration 332Q: 26 clusters Score -1.374506e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 132876 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54383 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 130852 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 163831 members 
Mstep: Class 14 contains 93553 members 
Mstep: Class 15 contains 5600 members 
Mstep: Class 16 contains 34232 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173454 members 
Mstep: Class 21 contains 74959 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81900 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450656.000000 Penalty: 85743.609375
Iteration 333Q: 26 clusters Score -1.374507e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 132777 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54382 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 130950 members 
Mstep: Class 9 contains 14508 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 163798 members 
Mstep: Class 14 contains 93580 members 
Mstep: Class 15 contains 5597 members 
Mstep: Class 16 contains 34228 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173353 members 
Mstep: Class 21 contains 75043 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81917 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450704.000000 Penalty: 85743.609375
Iteration 334Q: 26 clusters Score -1.374507e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 132677 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54378 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 131039 members 
Mstep: Class 9 contains 14508 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 163752 members 
Mstep: Class 14 contains 93603 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 34218 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173276 members 
Mstep: Class 21 contains 75137 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81937 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450608.000000 Penalty: 85743.609375
Iteration 335Q: 26 clusters Score -1.374506e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 132576 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54378 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 131130 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 163694 members 
Mstep: Class 14 contains 93629 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 34206 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173214 members 
Mstep: Class 21 contains 75223 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81961 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450560.000000 Penalty: 85743.609375
Iteration 336Q: 26 clusters Score -1.374506e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 132452 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54373 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 131257 members 
Mstep: Class 9 contains 14508 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 163637 members 
Mstep: Class 14 contains 93649 members 
Mstep: Class 15 contains 5585 members 
Mstep: Class 16 contains 34202 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173132 members 
Mstep: Class 21 contains 75293 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81993 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450640.000000 Penalty: 85743.609375
Iteration 337Q: 26 clusters Score -1.374506e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 132318 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54370 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 131394 members 
Mstep: Class 9 contains 14511 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 163582 members 
Mstep: Class 14 contains 93672 members 
Mstep: Class 15 contains 5578 members 
Mstep: Class 16 contains 34200 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 173076 members 
Mstep: Class 21 contains 75344 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82018 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450768.000000 Penalty: 85743.609375
Iteration 338Q: 26 clusters Score -1.374508e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 132194 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54371 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 131541 members 
Mstep: Class 9 contains 14509 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 163557 members 
Mstep: Class 14 contains 93685 members 
Mstep: Class 15 contains 5571 members 
Mstep: Class 16 contains 34202 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 172989 members 
Mstep: Class 21 contains 75403 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82032 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137450752.000000 Penalty: 85743.609375
Iteration 339Q: 26 clusters Score -1.374508e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 132087 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54368 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 131674 members 
Mstep: Class 9 contains 14510 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 163525 members 
Mstep: Class 14 contains 93692 members 
Mstep: Class 15 contains 5570 members 
Mstep: Class 16 contains 34196 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 172925 members 
Mstep: Class 21 contains 75460 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82043 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451024.000000 Penalty: 85743.609375
Iteration 340F: 26 clusters Score -1.37451e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 131971 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54368 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 131807 members 
Mstep: Class 9 contains 14509 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 163498 members 
Mstep: Class 14 contains 93696 members 
Mstep: Class 15 contains 5560 members 
Mstep: Class 16 contains 34185 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 172868 members 
Mstep: Class 21 contains 75511 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82063 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451120.000000 Penalty: 85743.609375
Iteration 341Q: 26 clusters Score -1.374511e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 131867 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54365 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 131938 members 
Mstep: Class 9 contains 14512 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 163482 members 
Mstep: Class 14 contains 93686 members 
Mstep: Class 15 contains 5558 members 
Mstep: Class 16 contains 34190 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 172781 members 
Mstep: Class 21 contains 75560 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82082 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451136.000000 Penalty: 85743.609375
Iteration 342Q: 26 clusters Score -1.374511e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 131773 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54359 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 132080 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 163465 members 
Mstep: Class 14 contains 93674 members 
Mstep: Class 15 contains 5557 members 
Mstep: Class 16 contains 34192 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 172668 members 
Mstep: Class 21 contains 75610 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82111 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451232.000000 Penalty: 85743.609375
Iteration 343Q: 26 clusters Score -1.374512e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 131705 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54354 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 132230 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 163416 members 
Mstep: Class 14 contains 93660 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 34195 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3981 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 172577 members 
Mstep: Class 21 contains 75663 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82121 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451264.000000 Penalty: 85743.609375
Iteration 344Q: 26 clusters Score -1.374513e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 131647 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54347 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 132376 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 163383 members 
Mstep: Class 14 contains 93653 members 
Mstep: Class 15 contains 5552 members 
Mstep: Class 16 contains 34194 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3982 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 172474 members 
Mstep: Class 21 contains 75709 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82124 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451232.000000 Penalty: 85743.609375
Iteration 345Q: 26 clusters Score -1.374512e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 131617 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54344 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 132514 members 
Mstep: Class 9 contains 14520 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 163342 members 
Mstep: Class 14 contains 93658 members 
Mstep: Class 15 contains 5550 members 
Mstep: Class 16 contains 34191 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 172358 members 
Mstep: Class 21 contains 75761 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82112 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451136.000000 Penalty: 85743.609375
Iteration 346Q: 26 clusters Score -1.374511e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 131589 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54348 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 132651 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 163295 members 
Mstep: Class 14 contains 93647 members 
Mstep: Class 15 contains 5547 members 
Mstep: Class 16 contains 34192 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 172239 members 
Mstep: Class 21 contains 75815 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82120 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451264.000000 Penalty: 85743.609375
Iteration 347Q: 26 clusters Score -1.374513e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 131562 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54347 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 132803 members 
Mstep: Class 9 contains 14522 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 163240 members 
Mstep: Class 14 contains 93658 members 
Mstep: Class 15 contains 5545 members 
Mstep: Class 16 contains 34191 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 172115 members 
Mstep: Class 21 contains 75861 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82115 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451296.000000 Penalty: 85743.609375
Iteration 348Q: 26 clusters Score -1.374513e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 131514 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54350 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 132967 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 163195 members 
Mstep: Class 14 contains 93657 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 34179 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 171969 members 
Mstep: Class 21 contains 75925 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82123 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451552.000000 Penalty: 85743.609375
Iteration 349Q: 26 clusters Score -1.374516e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 131454 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54345 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 133152 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 163155 members 
Mstep: Class 14 contains 93639 members 
Mstep: Class 15 contains 5533 members 
Mstep: Class 16 contains 34171 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 171835 members 
Mstep: Class 21 contains 75993 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82137 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 85743.609375
Iteration 350Q: 26 clusters Score -1.374519e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 131396 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54338 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 133355 members 
Mstep: Class 9 contains 14516 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2952 members 
Mstep: Class 13 contains 163083 members 
Mstep: Class 14 contains 93636 members 
Mstep: Class 15 contains 5527 members 
Mstep: Class 16 contains 34165 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 171705 members 
Mstep: Class 21 contains 76074 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82137 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451744.000000 Penalty: 85743.609375
Iteration 351Q: 26 clusters Score -1.374517e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 131343 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54333 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 133528 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2952 members 
Mstep: Class 13 contains 163052 members 
Mstep: Class 14 contains 93640 members 
Mstep: Class 15 contains 5523 members 
Mstep: Class 16 contains 34158 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 171546 members 
Mstep: Class 21 contains 76145 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82135 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451648.000000 Penalty: 85743.609375
Iteration 352Q: 26 clusters Score -1.374516e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 131296 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54335 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 133699 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2952 members 
Mstep: Class 13 contains 162991 members 
Mstep: Class 14 contains 93637 members 
Mstep: Class 15 contains 5523 members 
Mstep: Class 16 contains 34140 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 171418 members 
Mstep: Class 21 contains 76220 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82141 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451744.000000 Penalty: 85743.609375
Iteration 353Q: 26 clusters Score -1.374517e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 131232 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54327 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 133886 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 162923 members 
Mstep: Class 14 contains 93631 members 
Mstep: Class 15 contains 5526 members 
Mstep: Class 16 contains 34129 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 171316 members 
Mstep: Class 21 contains 76281 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82130 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451744.000000 Penalty: 85743.609375
Iteration 354Q: 26 clusters Score -1.374517e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 131164 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54321 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 134085 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 162839 members 
Mstep: Class 14 contains 93622 members 
Mstep: Class 15 contains 5523 members 
Mstep: Class 16 contains 34124 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 171207 members 
Mstep: Class 21 contains 76356 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82128 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451744.000000 Penalty: 85743.609375
Iteration 355Q: 26 clusters Score -1.374517e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 131067 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54311 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 134287 members 
Mstep: Class 9 contains 14527 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 162752 members 
Mstep: Class 14 contains 93620 members 
Mstep: Class 15 contains 5520 members 
Mstep: Class 16 contains 34131 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 171118 members 
Mstep: Class 21 contains 76432 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82122 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451824.000000 Penalty: 85743.609375
Iteration 356Q: 26 clusters Score -1.374518e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 131003 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54306 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 134484 members 
Mstep: Class 9 contains 14532 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 162664 members 
Mstep: Class 14 contains 93610 members 
Mstep: Class 15 contains 5520 members 
Mstep: Class 16 contains 34140 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 171022 members 
Mstep: Class 21 contains 76494 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82116 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137451856.000000 Penalty: 85743.609375
Iteration 357Q: 26 clusters Score -1.374519e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 130931 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54300 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 134683 members 
Mstep: Class 9 contains 14531 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 162571 members 
Mstep: Class 14 contains 93601 members 
Mstep: Class 15 contains 5515 members 
Mstep: Class 16 contains 34140 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3961 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170977 members 
Mstep: Class 21 contains 76556 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82092 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452080.000000 Penalty: 85743.609375
Iteration 358Q: 26 clusters Score -1.374521e+08 nChanged 994
Entering ConstructFrom: 
Score: -137452080.000000 Penalty: 85743.609375
Entering ConstructFrom: 
Trying to split cluster 1 (36039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Entering Unmasked Estep 
Score: -5024341.000000 Penalty: 2602.104492
	Iteration 0F: 2 clusters Score -5024341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4999911.500000 Penalty: 5204.208984
	Iteration 0F: 3 clusters Score -4999912 nChanged 16329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5008712.000000 Penalty: 5204.208984
	Iteration 1F: 3 clusters Score -5008712 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -5009213.000000 Penalty: 5204.208984
	Iteration 2Q: 3 clusters Score -5009213 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5009731.000000 Penalty: 5204.208984
	Iteration 3Q: 3 clusters Score -5009731 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -5010295.500000 Penalty: 5204.208984
	Iteration 4Q: 3 clusters Score -5010296 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -5010939.500000 Penalty: 5204.208984
	Iteration 5Q: 3 clusters Score -5010940 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -5011646.000000 Penalty: 5204.208984
	Iteration 6Q: 3 clusters Score -5011646 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -5012467.000000 Penalty: 5204.208984
	Iteration 7Q: 3 clusters Score -5012467 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5013428.000000 Penalty: 5204.208984
	Iteration 8Q: 3 clusters Score -5013428 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5014433.500000 Penalty: 5204.208984
	Iteration 9Q: 3 clusters Score -5014434 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -5015390.000000 Penalty: 5204.208984
	Iteration 10Q: 3 clusters Score -5015390 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5016369.500000 Penalty: 5204.208984
	Iteration 11Q: 3 clusters Score -5016370 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -5017126.500000 Penalty: 5204.208984
	Iteration 12Q: 3 clusters Score -5017126 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -5017700.500000 Penalty: 5204.208984
	Iteration 13Q: 3 clusters Score -5017700 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -5018142.500000 Penalty: 5204.208984
	Iteration 14Q: 3 clusters Score -5018142 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -5018486.000000 Penalty: 5204.208984
	Iteration 15Q: 3 clusters Score -5018486 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -5018703.500000 Penalty: 5204.208984
	Iteration 16Q: 3 clusters Score -5018704 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -5018901.000000 Penalty: 5204.208984
	Iteration 17Q: 3 clusters Score -5018901 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -5019003.000000 Penalty: 5204.208984
	Iteration 18Q: 3 clusters Score -5019003 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -5019112.500000 Penalty: 5204.208984
	Iteration 19Q: 3 clusters Score -5019112 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -5019202.500000 Penalty: 5204.208984
	Iteration 20F: 3 clusters Score -5019202 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -5019292.000000 Penalty: 5204.208984
	Iteration 21Q: 3 clusters Score -5019292 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -5019389.000000 Penalty: 5204.208984
	Iteration 22Q: 3 clusters Score -5019389 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5019475.000000 Penalty: 5204.208984
	Iteration 23Q: 3 clusters Score -5019475 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -5019583.500000 Penalty: 5204.208984
	Iteration 24Q: 3 clusters Score -5019584 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -5019692.000000 Penalty: 5204.208984
	Iteration 25Q: 3 clusters Score -5019692 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -5019798.500000 Penalty: 5204.208984
	Iteration 26Q: 3 clusters Score -5019798 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -5019913.500000 Penalty: 5204.208984
	Iteration 27Q: 3 clusters Score -5019914 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -5020036.000000 Penalty: 5204.208984
	Iteration 28Q: 3 clusters Score -5020036 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -5020140.500000 Penalty: 5204.208984
	Iteration 29Q: 3 clusters Score -5020140 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -5020272.000000 Penalty: 5204.208984
	Iteration 30Q: 3 clusters Score -5020272 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -5020379.000000 Penalty: 5204.208984
	Iteration 31Q: 3 clusters Score -5020379 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -5020488.000000 Penalty: 5204.208984
	Iteration 32Q: 3 clusters Score -5020488 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -5020629.000000 Penalty: 5204.208984
	Iteration 33Q: 3 clusters Score -5020629 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -5020725.500000 Penalty: 5204.208984
	Iteration 34Q: 3 clusters Score -5020726 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -5020849.000000 Penalty: 5204.208984
	Iteration 35Q: 3 clusters Score -5020849 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -5020958.000000 Penalty: 5204.208984
	Iteration 36Q: 3 clusters Score -5020958 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -5021074.500000 Penalty: 5204.208984
	Iteration 37Q: 3 clusters Score -5021074 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -5021171.000000 Penalty: 5204.208984
	Iteration 38Q: 3 clusters Score -5021171 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -5021296.000000 Penalty: 5204.208984
	Iteration 39Q: 3 clusters Score -5021296 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -5021392.500000 Penalty: 5204.208984
	Iteration 40F: 3 clusters Score -5021392 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -5021492.500000 Penalty: 5204.208984
	Iteration 41Q: 3 clusters Score -5021492 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -5021603.000000 Penalty: 5204.208984
	Iteration 42Q: 3 clusters Score -5021603 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -5021683.000000 Penalty: 5204.208984
	Iteration 43Q: 3 clusters Score -5021683 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -5021767.000000 Penalty: 5204.208984
	Iteration 44Q: 3 clusters Score -5021767 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -5021844.500000 Penalty: 5204.208984
	Iteration 45Q: 3 clusters Score -5021844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -5021890.500000 Penalty: 5204.208984
	Iteration 46Q: 3 clusters Score -5021890 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5021948.000000 Penalty: 5204.208984
	Iteration 47Q: 3 clusters Score -5021948 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -5021985.000000 Penalty: 5204.208984
	Iteration 48Q: 3 clusters Score -5021985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -5022007.500000 Penalty: 5204.208984
	Iteration 49Q: 3 clusters Score -5022008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -5022042.000000 Penalty: 5204.208984
	Iteration 50Q: 3 clusters Score -5022042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -5022058.500000 Penalty: 5204.208984
	Iteration 51Q: 3 clusters Score -5022058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -5022071.000000 Penalty: 5204.208984
	Iteration 52Q: 3 clusters Score -5022071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -5022078.000000 Penalty: 5204.208984
	Iteration 53Q: 3 clusters Score -5022078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -5022089.500000 Penalty: 5204.208984
	Iteration 54Q: 3 clusters Score -5022090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -5022100.500000 Penalty: 5204.208984
	Iteration 55Q: 3 clusters Score -5022100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -5022104.500000 Penalty: 5204.208984
	Iteration 56Q: 3 clusters Score -5022104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -5022107.500000 Penalty: 5204.208984
	Iteration 57Q: 3 clusters Score -5022108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -5022126.500000 Penalty: 5204.208984
	Iteration 58Q: 3 clusters Score -5022126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -5022136.000000 Penalty: 5204.208984
	Iteration 59Q: 3 clusters Score -5022136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -5022138.500000 Penalty: 5204.208984
	Iteration 60F: 3 clusters Score -5022138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -5022143.500000 Penalty: 5204.208984
	Iteration 61Q: 3 clusters Score -5022144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -5022159.500000 Penalty: 5204.208984
	Iteration 62Q: 3 clusters Score -5022160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -5022168.000000 Penalty: 5204.208984
	Iteration 63Q: 3 clusters Score -5022168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -5022171.000000 Penalty: 5204.208984
	Iteration 64Q: 3 clusters Score -5022171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -5022175.500000 Penalty: 5204.208984
	Iteration 65Q: 3 clusters Score -5022176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -5022178.000000 Penalty: 5204.208984
	Iteration 66Q: 3 clusters Score -5022178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -5022181.500000 Penalty: 5204.208984
	Iteration 67Q: 3 clusters Score -5022182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -5022178.000000 Penalty: 5204.208984
	Iteration 68Q: 3 clusters Score -5022178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -5022178.000000 Penalty: 5204.208984
	Iteration 69F: 3 clusters Score -5022178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (130875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130875 members 
Entering Unmasked Estep 
Score: -18026740.000000 Penalty: 2921.935547
	Iteration 0F: 2 clusters Score -1.802674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -17939326.000000 Penalty: 5843.871094
	Iteration 0F: 3 clusters Score -1.793933e+07 nChanged 62224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -17974836.000000 Penalty: 5843.871094
	Iteration 1F: 3 clusters Score -1.797484e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 70198 members 
Entering Unmasked Estep 
Score: -17976010.000000 Penalty: 5843.871094
	Iteration 2Q: 3 clusters Score -1.797601e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -17978030.000000 Penalty: 5843.871094
	Iteration 3Q: 3 clusters Score -1.797803e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
Score: -17981564.000000 Penalty: 5843.871094
	Iteration 4F: 3 clusters Score -1.798156e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -17987888.000000 Penalty: 5843.871094
	Iteration 5F: 3 clusters Score -1.798789e+07 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -17997536.000000 Penalty: 5843.871094
	Iteration 6F: 3 clusters Score -1.799754e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 103842 members 
Entering Unmasked Estep 
Score: -18008574.000000 Penalty: 5843.871094
	Iteration 7F: 3 clusters Score -1.800857e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 109671 members 
Entering Unmasked Estep 
Score: -18016926.000000 Penalty: 5843.871094
	Iteration 8F: 3 clusters Score -1.801693e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 112174 members 
Entering Unmasked Estep 
Score: -18020282.000000 Penalty: 5843.871094
	Iteration 9Q: 3 clusters Score -1.802028e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 113610 members 
Entering Unmasked Estep 
Score: -18021420.000000 Penalty: 5843.871094
	Iteration 10Q: 3 clusters Score -1.802142e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 114721 members 
Entering Unmasked Estep 
Score: -18022028.000000 Penalty: 5843.871094
	Iteration 11Q: 3 clusters Score -1.802203e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 115731 members 
Entering Unmasked Estep 
Score: -18022364.000000 Penalty: 5843.871094
	Iteration 12Q: 3 clusters Score -1.802236e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 116652 members 
Entering Unmasked Estep 
Score: -18022556.000000 Penalty: 5843.871094
	Iteration 13Q: 3 clusters Score -1.802256e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 117465 members 
Entering Unmasked Estep 
Score: -18022868.000000 Penalty: 5843.871094
	Iteration 14Q: 3 clusters Score -1.802287e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 118200 members 
Entering Unmasked Estep 
Score: -18023016.000000 Penalty: 5843.871094
	Iteration 15Q: 3 clusters Score -1.802302e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 118912 members 
Entering Unmasked Estep 
Score: -18023226.000000 Penalty: 5843.871094
	Iteration 16Q: 3 clusters Score -1.802323e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 119577 members 
Entering Unmasked Estep 
Score: -18023350.000000 Penalty: 5843.871094
	Iteration 17Q: 3 clusters Score -1.802335e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 120212 members 
Entering Unmasked Estep 
Score: -18023506.000000 Penalty: 5843.871094
	Iteration 18Q: 3 clusters Score -1.802351e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 120783 members 
Entering Unmasked Estep 
Score: -18023708.000000 Penalty: 5843.871094
	Iteration 19Q: 3 clusters Score -1.802371e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 121342 members 
Entering Unmasked Estep 
Score: -18023868.000000 Penalty: 5843.871094
	Iteration 20F: 3 clusters Score -1.802387e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 121822 members 
Entering Unmasked Estep 
Score: -18023942.000000 Penalty: 5843.871094
	Iteration 21Q: 3 clusters Score -1.802394e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 122256 members 
Entering Unmasked Estep 
Score: -18024072.000000 Penalty: 5843.871094
	Iteration 22Q: 3 clusters Score -1.802407e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 122641 members 
Entering Unmasked Estep 
Score: -18024142.000000 Penalty: 5843.871094
	Iteration 23Q: 3 clusters Score -1.802414e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 122997 members 
Entering Unmasked Estep 
Score: -18024216.000000 Penalty: 5843.871094
	Iteration 24Q: 3 clusters Score -1.802422e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 123300 members 
Entering Unmasked Estep 
Score: -18024314.000000 Penalty: 5843.871094
	Iteration 25Q: 3 clusters Score -1.802431e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 123587 members 
Entering Unmasked Estep 
Score: -18024332.000000 Penalty: 5843.871094
	Iteration 26Q: 3 clusters Score -1.802433e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -18024326.000000 Penalty: 5843.871094
	Iteration 27Q: 3 clusters Score -1.802433e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 124093 members 
Entering Unmasked Estep 
Score: -18024426.000000 Penalty: 5843.871094
	Iteration 28Q: 3 clusters Score -1.802443e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 124333 members 
Entering Unmasked Estep 
Score: -18024480.000000 Penalty: 5843.871094
	Iteration 29Q: 3 clusters Score -1.802448e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 124536 members 
Entering Unmasked Estep 
Score: -18024538.000000 Penalty: 5843.871094
	Iteration 30Q: 3 clusters Score -1.802454e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 124734 members 
Entering Unmasked Estep 
Score: -18024534.000000 Penalty: 5843.871094
	Iteration 31Q: 3 clusters Score -1.802453e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 124928 members 
Entering Unmasked Estep 
Score: -18024536.000000 Penalty: 5843.871094
	Iteration 32Q: 3 clusters Score -1.802454e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -18024542.000000 Penalty: 5843.871094
	Iteration 33Q: 3 clusters Score -1.802454e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 125242 members 
Entering Unmasked Estep 
Score: -18024578.000000 Penalty: 5843.871094
	Iteration 34Q: 3 clusters Score -1.802458e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 125381 members 
Entering Unmasked Estep 
Score: -18024594.000000 Penalty: 5843.871094
	Iteration 35Q: 3 clusters Score -1.802459e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 125520 members 
Entering Unmasked Estep 
Score: -18024634.000000 Penalty: 5843.871094
	Iteration 36Q: 3 clusters Score -1.802463e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -18024702.000000 Penalty: 5843.871094
	Iteration 37Q: 3 clusters Score -1.80247e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 125757 members 
Entering Unmasked Estep 
Score: -18024734.000000 Penalty: 5843.871094
	Iteration 38Q: 3 clusters Score -1.802473e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 125862 members 
Entering Unmasked Estep 
Score: -18024726.000000 Penalty: 5843.871094
	Iteration 39Q: 3 clusters Score -1.802473e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 125959 members 
Entering Unmasked Estep 
Score: -18024770.000000 Penalty: 5843.871094
	Iteration 40F: 3 clusters Score -1.802477e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -18024788.000000 Penalty: 5843.871094
	Iteration 41Q: 3 clusters Score -1.802479e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 126093 members 
Entering Unmasked Estep 
Score: -18024816.000000 Penalty: 5843.871094
	Iteration 42Q: 3 clusters Score -1.802482e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 126144 members 
Entering Unmasked Estep 
Score: -18024828.000000 Penalty: 5843.871094
	Iteration 43Q: 3 clusters Score -1.802483e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
Score: -18024844.000000 Penalty: 5843.871094
	Iteration 44Q: 3 clusters Score -1.802484e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 126249 members 
Entering Unmasked Estep 
Score: -18024850.000000 Penalty: 5843.871094
	Iteration 45Q: 3 clusters Score -1.802485e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 126295 members 
Entering Unmasked Estep 
Score: -18024870.000000 Penalty: 5843.871094
	Iteration 46Q: 3 clusters Score -1.802487e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 126337 members 
Entering Unmasked Estep 
Score: -18024928.000000 Penalty: 5843.871094
	Iteration 47Q: 3 clusters Score -1.802493e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -18024900.000000 Penalty: 5843.871094
	Iteration 48Q: 3 clusters Score -1.80249e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 126431 members 
Entering Unmasked Estep 
Score: -18024890.000000 Penalty: 5843.871094
	Iteration 49Q: 3 clusters Score -1.802489e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 126474 members 
Entering Unmasked Estep 
Score: -18024908.000000 Penalty: 5843.871094
	Iteration 50Q: 3 clusters Score -1.802491e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 126534 members 
Entering Unmasked Estep 
Score: -18024896.000000 Penalty: 5843.871094
	Iteration 51Q: 3 clusters Score -1.80249e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 126592 members 
Entering Unmasked Estep 
Score: -18024886.000000 Penalty: 5843.871094
	Iteration 52Q: 3 clusters Score -1.802489e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 126640 members 
Entering Unmasked Estep 
Score: -18024856.000000 Penalty: 5843.871094
	Iteration 53Q: 3 clusters Score -1.802486e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 126683 members 
Entering Unmasked Estep 
Score: -18024884.000000 Penalty: 5843.871094
	Iteration 54Q: 3 clusters Score -1.802488e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 126722 members 
Entering Unmasked Estep 
Score: -18024878.000000 Penalty: 5843.871094
	Iteration 55Q: 3 clusters Score -1.802488e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 126756 members 
Entering Unmasked Estep 
Score: -18024878.000000 Penalty: 5843.871094
	Iteration 56Q: 3 clusters Score -1.802488e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 126788 members 
Entering Unmasked Estep 
Score: -18024904.000000 Penalty: 5843.871094
	Iteration 57Q: 3 clusters Score -1.80249e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 126811 members 
Entering Unmasked Estep 
Score: -18024926.000000 Penalty: 5843.871094
	Iteration 58Q: 3 clusters Score -1.802493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 126838 members 
Entering Unmasked Estep 
Score: -18024926.000000 Penalty: 5843.871094
	Iteration 59Q: 3 clusters Score -1.802493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -18024918.000000 Penalty: 5843.871094
	Iteration 60F: 3 clusters Score -1.802492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 126876 members 
Entering Unmasked Estep 
Score: -18024920.000000 Penalty: 5843.871094
	Iteration 61Q: 3 clusters Score -1.802492e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 126908 members 
Entering Unmasked Estep 
Score: -18024932.000000 Penalty: 5843.871094
	Iteration 62Q: 3 clusters Score -1.802493e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 126939 members 
Entering Unmasked Estep 
Score: -18024922.000000 Penalty: 5843.871094
	Iteration 63Q: 3 clusters Score -1.802492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 126970 members 
Entering Unmasked Estep 
Score: -18024940.000000 Penalty: 5843.871094
	Iteration 64Q: 3 clusters Score -1.802494e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 127010 members 
Entering Unmasked Estep 
Score: -18024954.000000 Penalty: 5843.871094
	Iteration 65Q: 3 clusters Score -1.802495e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 127049 members 
Entering Unmasked Estep 
Score: -18024946.000000 Penalty: 5843.871094
	Iteration 66Q: 3 clusters Score -1.802495e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 127074 members 
Entering Unmasked Estep 
Score: -18024942.000000 Penalty: 5843.871094
	Iteration 67Q: 3 clusters Score -1.802494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 127103 members 
Entering Unmasked Estep 
Score: -18024946.000000 Penalty: 5843.871094
	Iteration 68Q: 3 clusters Score -1.802495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 127123 members 
Entering Unmasked Estep 
Score: -18024948.000000 Penalty: 5843.871094
	Iteration 69Q: 3 clusters Score -1.802495e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 127146 members 
Entering Unmasked Estep 
Score: -18024948.000000 Penalty: 5843.871094
	Iteration 70Q: 3 clusters Score -1.802495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 127165 members 
Entering Unmasked Estep 
Score: -18024948.000000 Penalty: 5843.871094
	Iteration 71Q: 3 clusters Score -1.802495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 127178 members 
Entering Unmasked Estep 
Score: -18024974.000000 Penalty: 5843.871094
	Iteration 72Q: 3 clusters Score -1.802497e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 127199 members 
Entering Unmasked Estep 
Score: -18024970.000000 Penalty: 5843.871094
	Iteration 73Q: 3 clusters Score -1.802497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 127213 members 
Entering Unmasked Estep 
Score: -18025002.000000 Penalty: 5843.871094
	Iteration 74Q: 3 clusters Score -1.8025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 127230 members 
Entering Unmasked Estep 
Score: -18024990.000000 Penalty: 5843.871094
	Iteration 75Q: 3 clusters Score -1.802499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 127238 members 
Entering Unmasked Estep 
Score: -18025008.000000 Penalty: 5843.871094
	Iteration 76Q: 3 clusters Score -1.802501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 127243 members 
Entering Unmasked Estep 
Score: -18024994.000000 Penalty: 5843.871094
	Iteration 77Q: 3 clusters Score -1.802499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 127249 members 
Entering Unmasked Estep 
Score: -18024990.000000 Penalty: 5843.871094
	Iteration 78Q: 3 clusters Score -1.802499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 127253 members 
Entering Unmasked Estep 
Score: -18024988.000000 Penalty: 5843.871094
	Iteration 79Q: 3 clusters Score -1.802499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 127259 members 
Entering Unmasked Estep 
Score: -18024988.000000 Penalty: 5843.871094
	Iteration 80F: 3 clusters Score -1.802499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 127267 members 
Entering Unmasked Estep 
Score: -18024978.000000 Penalty: 5843.871094
	Iteration 81Q: 3 clusters Score -1.802498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -18024986.000000 Penalty: 5843.871094
	Iteration 82Q: 3 clusters Score -1.802499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 127286 members 
Entering Unmasked Estep 
Score: -18024998.000000 Penalty: 5843.871094
	Iteration 83Q: 3 clusters Score -1.8025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 127292 members 
Entering Unmasked Estep 
Score: -18024994.000000 Penalty: 5843.871094
	Iteration 84Q: 3 clusters Score -1.802499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -18024982.000000 Penalty: 5843.871094
	Iteration 85Q: 3 clusters Score -1.802498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 127300 members 
Entering Unmasked Estep 
Score: -18024978.000000 Penalty: 5843.871094
	Iteration 86Q: 3 clusters Score -1.802498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 127304 members 
Entering Unmasked Estep 
Score: -18024988.000000 Penalty: 5843.871094
	Iteration 87Q: 3 clusters Score -1.802499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 127306 members 
Entering Unmasked Estep 
Score: -18024984.000000 Penalty: 5843.871094
	Iteration 88Q: 3 clusters Score -1.802498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 127307 members 
Entering Unmasked Estep 
Score: -18024996.000000 Penalty: 5843.871094
	Iteration 89Q: 3 clusters Score -1.8025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 127307 members 
Entering Unmasked Estep 
Score: -18024996.000000 Penalty: 5843.871094
	Iteration 90F: 3 clusters Score -1.8025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -102035.789062 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -102035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100211.507812 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -100211.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100610.796875 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -100610.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -100914.078125 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -100914.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101158.640625 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -101158.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101383.265625 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -101383.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101559.031250 Penalty: 3343.883545
	Iteration 5F: 3 clusters Score -101559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101708.695312 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -101708.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101898.656250 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -101898.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102081.382812 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -102081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102106.507812 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -102106.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102111.710938 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -102111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102111.710938 Penalty: 3343.883545
	Iteration 11F: 3 clusters Score -102111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 130875 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54300 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 134877 members 
Mstep: Class 9 contains 14544 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 162443 members 
Mstep: Class 14 contains 93579 members 
Mstep: Class 15 contains 5509 members 
Mstep: Class 16 contains 34134 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170912 members 
Mstep: Class 21 contains 76652 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82077 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 433 members 
Entering Unmasked Estep 
Score: -137450464.000000 Penalty: 89173.351562
Splitting cluster 3 changes total score from -137452080.000000 to -137450464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Entering Unmasked Estep 
Score: -595856.500000 Penalty: 2086.739990
	Iteration 0F: 2 clusters Score -595856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -591662.000000 Penalty: 4173.479980
	Iteration 0F: 3 clusters Score -591662 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -592629.187500 Penalty: 4173.479980
	Iteration 1F: 3 clusters Score -592629.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -592832.937500 Penalty: 4173.479980
	Iteration 2F: 3 clusters Score -592832.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -593006.000000 Penalty: 4173.479980
	Iteration 3Q: 3 clusters Score -593006 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -593158.562500 Penalty: 4173.479980
	Iteration 4Q: 3 clusters Score -593158.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -593310.312500 Penalty: 4173.479980
	Iteration 5Q: 3 clusters Score -593310.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -593435.750000 Penalty: 4173.479980
	Iteration 6Q: 3 clusters Score -593435.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -593568.437500 Penalty: 4173.479980
	Iteration 7Q: 3 clusters Score -593568.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -593680.000000 Penalty: 4173.479980
	Iteration 8Q: 3 clusters Score -593680 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -593763.812500 Penalty: 4173.479980
	Iteration 9Q: 3 clusters Score -593763.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -593854.750000 Penalty: 4173.479980
	Iteration 10Q: 3 clusters Score -593854.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -593938.625000 Penalty: 4173.479980
	Iteration 11Q: 3 clusters Score -593938.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -594007.875000 Penalty: 4173.479980
	Iteration 12Q: 3 clusters Score -594007.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -594075.750000 Penalty: 4173.479980
	Iteration 13Q: 3 clusters Score -594075.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -594137.937500 Penalty: 4173.479980
	Iteration 14Q: 3 clusters Score -594137.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -594182.000000 Penalty: 4173.479980
	Iteration 15Q: 3 clusters Score -594182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -594227.125000 Penalty: 4173.479980
	Iteration 16Q: 3 clusters Score -594227.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -594268.875000 Penalty: 4173.479980
	Iteration 17Q: 3 clusters Score -594268.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -594313.875000 Penalty: 4173.479980
	Iteration 18Q: 3 clusters Score -594313.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -594351.312500 Penalty: 4173.479980
	Iteration 19Q: 3 clusters Score -594351.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -594379.750000 Penalty: 4173.479980
	Iteration 20F: 3 clusters Score -594379.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -594397.500000 Penalty: 4173.479980
	Iteration 21Q: 3 clusters Score -594397.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -594413.562500 Penalty: 4173.479980
	Iteration 22Q: 3 clusters Score -594413.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -594427.187500 Penalty: 4173.479980
	Iteration 23Q: 3 clusters Score -594427.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -594431.687500 Penalty: 4173.479980
	Iteration 24Q: 3 clusters Score -594431.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -594438.437500 Penalty: 4173.479980
	Iteration 25Q: 3 clusters Score -594438.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -594444.000000 Penalty: 4173.479980
	Iteration 26Q: 3 clusters Score -594444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -594446.562500 Penalty: 4173.479980
	Iteration 27Q: 3 clusters Score -594446.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -594446.875000 Penalty: 4173.479980
	Iteration 28Q: 3 clusters Score -594446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -594447.687500 Penalty: 4173.479980
	Iteration 29Q: 3 clusters Score -594447.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -594447.687500 Penalty: 4173.479980
	Iteration 30F: 3 clusters Score -594447.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -66400.015625 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -66400.02 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 282 members 
Entering Unmasked Estep 
Score: -64824.437500 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -64824.44 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65040.675781 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -65040.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65171.128906 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -65171.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65286.273438 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -65286.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65352.476562 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -65352.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65407.234375 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -65407.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65440.929688 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -65440.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65473.921875 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -65473.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65540.171875 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -65540.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65604.609375 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -65604.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65652.843750 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -65652.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65685.593750 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -65685.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65699.921875 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -65699.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65727.398438 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -65727.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65740.101562 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -65740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65749.031250 Penalty: 3116.004150
	Iteration 15Q: 3 clusters Score -65749.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65759.500000 Penalty: 3116.004150
	Iteration 16Q: 3 clusters Score -65759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65759.500000 Penalty: 3116.004150
	Iteration 17F: 3 clusters Score -65759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Entering Unmasked Estep 
Score: -7320711.500000 Penalty: 2703.765381
	Iteration 0F: 2 clusters Score -7320712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -7283995.000000 Penalty: 5407.530762
	Iteration 0F: 3 clusters Score -7283995 nChanged 25202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -7297993.500000 Penalty: 5407.530762
	Iteration 1F: 3 clusters Score -7297994 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -7298595.500000 Penalty: 5407.530762
	Iteration 2Q: 3 clusters Score -7298596 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -7299184.500000 Penalty: 5407.530762
	Iteration 3Q: 3 clusters Score -7299184 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -7299992.500000 Penalty: 5407.530762
	Iteration 4Q: 3 clusters Score -7299992 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -7301117.500000 Penalty: 5407.530762
	Iteration 5Q: 3 clusters Score -7301118 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -7302679.000000 Penalty: 5407.530762
	Iteration 6F: 3 clusters Score -7302679 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -7304947.500000 Penalty: 5407.530762
	Iteration 7F: 3 clusters Score -7304948 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -7307558.000000 Penalty: 5407.530762
	Iteration 8F: 3 clusters Score -7307558 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -7310066.000000 Penalty: 5407.530762
	Iteration 9F: 3 clusters Score -7310066 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -7312169.500000 Penalty: 5407.530762
	Iteration 10F: 3 clusters Score -7312170 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -7314179.000000 Penalty: 5407.530762
	Iteration 11Q: 3 clusters Score -7314179 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7315950.000000 Penalty: 5407.530762
	Iteration 12Q: 3 clusters Score -7315950 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7317284.000000 Penalty: 5407.530762
	Iteration 13Q: 3 clusters Score -7317284 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7317900.500000 Penalty: 5407.530762
	Iteration 14Q: 3 clusters Score -7317900 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7318131.500000 Penalty: 5407.530762
	Iteration 15Q: 3 clusters Score -7318132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7318219.500000 Penalty: 5407.530762
	Iteration 16Q: 3 clusters Score -7318220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7318250.000000 Penalty: 5407.530762
	Iteration 17Q: 3 clusters Score -7318250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7318275.000000 Penalty: 5407.530762
	Iteration 18Q: 3 clusters Score -7318275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7318284.500000 Penalty: 5407.530762
	Iteration 19Q: 3 clusters Score -7318284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7318303.500000 Penalty: 5407.530762
	Iteration 20F: 3 clusters Score -7318304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7318303.000000 Penalty: 5407.530762
	Iteration 21Q: 3 clusters Score -7318303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7318300.500000 Penalty: 5407.530762
	Iteration 22Q: 3 clusters Score -7318300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7318300.500000 Penalty: 5407.530762
	Iteration 23F: 3 clusters Score -7318300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -158799.093750 Penalty: 1768.462891
	Iteration 0F: 2 clusters Score -158799.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -156691.140625 Penalty: 3536.925781
	Iteration 0F: 3 clusters Score -156691.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -157085.593750 Penalty: 3536.925781
	Iteration 1F: 3 clusters Score -157085.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -157274.953125 Penalty: 3536.925781
	Iteration 2F: 3 clusters Score -157275 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -157429.468750 Penalty: 3536.925781
	Iteration 3F: 3 clusters Score -157429.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157564.609375 Penalty: 3536.925781
	Iteration 4Q: 3 clusters Score -157564.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -157692.546875 Penalty: 3536.925781
	Iteration 5Q: 3 clusters Score -157692.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157800.968750 Penalty: 3536.925781
	Iteration 6Q: 3 clusters Score -157801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -157892.312500 Penalty: 3536.925781
	Iteration 7Q: 3 clusters Score -157892.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -157962.546875 Penalty: 3536.925781
	Iteration 8Q: 3 clusters Score -157962.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158002.984375 Penalty: 3536.925781
	Iteration 9Q: 3 clusters Score -158003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158040.015625 Penalty: 3536.925781
	Iteration 10Q: 3 clusters Score -158040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -158068.125000 Penalty: 3536.925781
	Iteration 11Q: 3 clusters Score -158068.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -158101.750000 Penalty: 3536.925781
	Iteration 12Q: 3 clusters Score -158101.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -158126.390625 Penalty: 3536.925781
	Iteration 13Q: 3 clusters Score -158126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -158137.687500 Penalty: 3536.925781
	Iteration 14Q: 3 clusters Score -158137.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -158154.062500 Penalty: 3536.925781
	Iteration 15Q: 3 clusters Score -158154.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158179.328125 Penalty: 3536.925781
	Iteration 16Q: 3 clusters Score -158179.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158194.906250 Penalty: 3536.925781
	Iteration 17Q: 3 clusters Score -158194.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -158204.562500 Penalty: 3536.925781
	Iteration 18Q: 3 clusters Score -158204.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -158211.109375 Penalty: 3536.925781
	Iteration 19Q: 3 clusters Score -158211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -158218.750000 Penalty: 3536.925781
	Iteration 20F: 3 clusters Score -158218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -158228.406250 Penalty: 3536.925781
	Iteration 21Q: 3 clusters Score -158228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -158230.765625 Penalty: 3536.925781
	Iteration 22Q: 3 clusters Score -158230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -158230.765625 Penalty: 3536.925781
	Iteration 23F: 3 clusters Score -158230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (134877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134877 members 
Entering Unmasked Estep 
Score: -18622270.000000 Penalty: 2929.405273
	Iteration 0F: 2 clusters Score -1.862227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -18532660.000000 Penalty: 5858.810547
	Iteration 0F: 3 clusters Score -1.853266e+07 nChanged 64043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -18571270.000000 Penalty: 5858.810547
	Iteration 1F: 3 clusters Score -1.857127e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -18573254.000000 Penalty: 5858.810547
	Iteration 2Q: 3 clusters Score -1.857325e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -18576396.000000 Penalty: 5858.810547
	Iteration 3Q: 3 clusters Score -1.85764e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -18580522.000000 Penalty: 5858.810547
	Iteration 4F: 3 clusters Score -1.858052e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87846 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -18585732.000000 Penalty: 5858.810547
	Iteration 5F: 3 clusters Score -1.858573e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -18591476.000000 Penalty: 5858.810547
	Iteration 6F: 3 clusters Score -1.859148e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99309 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -18597282.000000 Penalty: 5858.810547
	Iteration 7F: 3 clusters Score -1.859728e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104585 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -18602288.000000 Penalty: 5858.810547
	Iteration 8F: 3 clusters Score -1.860229e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -18606072.000000 Penalty: 5858.810547
	Iteration 9Q: 3 clusters Score -1.860607e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112837 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -18608728.000000 Penalty: 5858.810547
	Iteration 10Q: 3 clusters Score -1.860873e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116102 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -18610696.000000 Penalty: 5858.810547
	Iteration 11Q: 3 clusters Score -1.86107e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119107 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -18612310.000000 Penalty: 5858.810547
	Iteration 12Q: 3 clusters Score -1.861231e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121733 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -18613658.000000 Penalty: 5858.810547
	Iteration 13Q: 3 clusters Score -1.861366e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124067 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -18614796.000000 Penalty: 5858.810547
	Iteration 14Q: 3 clusters Score -1.86148e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126074 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -18615874.000000 Penalty: 5858.810547
	Iteration 15Q: 3 clusters Score -1.861587e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127814 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -18616718.000000 Penalty: 5858.810547
	Iteration 16Q: 3 clusters Score -1.861672e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129204 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -18617328.000000 Penalty: 5858.810547
	Iteration 17Q: 3 clusters Score -1.861733e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130306 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -18617818.000000 Penalty: 5858.810547
	Iteration 18Q: 3 clusters Score -1.861782e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131172 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -18618332.000000 Penalty: 5858.810547
	Iteration 19Q: 3 clusters Score -1.861833e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131849 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -18618732.000000 Penalty: 5858.810547
	Iteration 20F: 3 clusters Score -1.861873e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132378 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -18619000.000000 Penalty: 5858.810547
	Iteration 21Q: 3 clusters Score -1.8619e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132764 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -18619222.000000 Penalty: 5858.810547
	Iteration 22Q: 3 clusters Score -1.861922e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133020 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -18619386.000000 Penalty: 5858.810547
	Iteration 23Q: 3 clusters Score -1.861939e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133197 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -18619470.000000 Penalty: 5858.810547
	Iteration 24Q: 3 clusters Score -1.861947e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133324 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -18619540.000000 Penalty: 5858.810547
	Iteration 25Q: 3 clusters Score -1.861954e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133427 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -18619594.000000 Penalty: 5858.810547
	Iteration 26Q: 3 clusters Score -1.861959e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133501 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -18619614.000000 Penalty: 5858.810547
	Iteration 27Q: 3 clusters Score -1.861961e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133570 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -18619642.000000 Penalty: 5858.810547
	Iteration 28Q: 3 clusters Score -1.861964e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133637 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18619690.000000 Penalty: 5858.810547
	Iteration 29Q: 3 clusters Score -1.861969e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133692 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -18619724.000000 Penalty: 5858.810547
	Iteration 30Q: 3 clusters Score -1.861972e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133750 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -18619778.000000 Penalty: 5858.810547
	Iteration 31Q: 3 clusters Score -1.861978e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133787 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18619792.000000 Penalty: 5858.810547
	Iteration 32Q: 3 clusters Score -1.861979e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133815 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -18619796.000000 Penalty: 5858.810547
	Iteration 33Q: 3 clusters Score -1.86198e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133838 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -18619814.000000 Penalty: 5858.810547
	Iteration 34Q: 3 clusters Score -1.861981e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133852 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -18619824.000000 Penalty: 5858.810547
	Iteration 35Q: 3 clusters Score -1.861982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133867 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -18619836.000000 Penalty: 5858.810547
	Iteration 36Q: 3 clusters Score -1.861984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133885 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18619864.000000 Penalty: 5858.810547
	Iteration 37Q: 3 clusters Score -1.861986e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133903 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -18619888.000000 Penalty: 5858.810547
	Iteration 38Q: 3 clusters Score -1.861989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133922 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -18619882.000000 Penalty: 5858.810547
	Iteration 39Q: 3 clusters Score -1.861988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133934 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -18619888.000000 Penalty: 5858.810547
	Iteration 40F: 3 clusters Score -1.861989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133941 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -18619900.000000 Penalty: 5858.810547
	Iteration 41Q: 3 clusters Score -1.86199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133948 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -18619896.000000 Penalty: 5858.810547
	Iteration 42Q: 3 clusters Score -1.86199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133952 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -18619900.000000 Penalty: 5858.810547
	Iteration 43Q: 3 clusters Score -1.86199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133955 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18619908.000000 Penalty: 5858.810547
	Iteration 44Q: 3 clusters Score -1.861991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133958 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -18619908.000000 Penalty: 5858.810547
	Iteration 45Q: 3 clusters Score -1.861991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133962 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -18619918.000000 Penalty: 5858.810547
	Iteration 46Q: 3 clusters Score -1.861992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133965 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -18619910.000000 Penalty: 5858.810547
	Iteration 47Q: 3 clusters Score -1.861991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133969 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -18619918.000000 Penalty: 5858.810547
	Iteration 48Q: 3 clusters Score -1.861992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133969 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -18619912.000000 Penalty: 5858.810547
	Iteration 49Q: 3 clusters Score -1.861991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133972 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -18619908.000000 Penalty: 5858.810547
	Iteration 50Q: 3 clusters Score -1.861991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133974 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -18619924.000000 Penalty: 5858.810547
	Iteration 51Q: 3 clusters Score -1.861992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133974 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -18619924.000000 Penalty: 5858.810547
	Iteration 52F: 3 clusters Score -1.861992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Entering Unmasked Estep 
Score: -2028316.500000 Penalty: 2377.063721
	Iteration 0F: 2 clusters Score -2028316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2017691.875000 Penalty: 4754.127441
	Iteration 0F: 3 clusters Score -2017692 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2020956.250000 Penalty: 4754.127441
	Iteration 1F: 3 clusters Score -2020956 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2021244.625000 Penalty: 4754.127441
	Iteration 2F: 3 clusters Score -2021245 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2021466.250000 Penalty: 4754.127441
	Iteration 3Q: 3 clusters Score -2021466 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2021632.625000 Penalty: 4754.127441
	Iteration 4Q: 3 clusters Score -2021633 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2021792.875000 Penalty: 4754.127441
	Iteration 5Q: 3 clusters Score -2021793 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2021995.500000 Penalty: 4754.127441
	Iteration 6Q: 3 clusters Score -2021996 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2022269.375000 Penalty: 4754.127441
	Iteration 7Q: 3 clusters Score -2022269 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2022658.250000 Penalty: 4754.127441
	Iteration 8Q: 3 clusters Score -2022658 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2023164.250000 Penalty: 4754.127441
	Iteration 9F: 3 clusters Score -2023164 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2023820.125000 Penalty: 4754.127441
	Iteration 10F: 3 clusters Score -2023820 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2024516.500000 Penalty: 4754.127441
	Iteration 11F: 3 clusters Score -2024516 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2025145.500000 Penalty: 4754.127441
	Iteration 12Q: 3 clusters Score -2025146 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2025636.500000 Penalty: 4754.127441
	Iteration 13Q: 3 clusters Score -2025636 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2025932.250000 Penalty: 4754.127441
	Iteration 14Q: 3 clusters Score -2025932 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2026134.875000 Penalty: 4754.127441
	Iteration 15Q: 3 clusters Score -2026135 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2026292.375000 Penalty: 4754.127441
	Iteration 16Q: 3 clusters Score -2026292 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2026379.500000 Penalty: 4754.127441
	Iteration 17Q: 3 clusters Score -2026380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2026423.875000 Penalty: 4754.127441
	Iteration 18Q: 3 clusters Score -2026424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2026448.000000 Penalty: 4754.127441
	Iteration 19Q: 3 clusters Score -2026448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2026459.250000 Penalty: 4754.127441
	Iteration 20F: 3 clusters Score -2026459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2026471.375000 Penalty: 4754.127441
	Iteration 21Q: 3 clusters Score -2026471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2026474.625000 Penalty: 4754.127441
	Iteration 22Q: 3 clusters Score -2026475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2026472.750000 Penalty: 4754.127441
	Iteration 23Q: 3 clusters Score -2026473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2026476.375000 Penalty: 4754.127441
	Iteration 24Q: 3 clusters Score -2026476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2026479.625000 Penalty: 4754.127441
	Iteration 25Q: 3 clusters Score -2026480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2026482.125000 Penalty: 4754.127441
	Iteration 26Q: 3 clusters Score -2026482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2026484.875000 Penalty: 4754.127441
	Iteration 27Q: 3 clusters Score -2026485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2026484.500000 Penalty: 4754.127441
	Iteration 28Q: 3 clusters Score -2026484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2026485.125000 Penalty: 4754.127441
	Iteration 29Q: 3 clusters Score -2026485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2026488.875000 Penalty: 4754.127441
	Iteration 30Q: 3 clusters Score -2026489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2026487.500000 Penalty: 4754.127441
	Iteration 31Q: 3 clusters Score -2026488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2026487.500000 Penalty: 4754.127441
	Iteration 32F: 3 clusters Score -2026488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -80491.804688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -80491.8 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 325 members 
Entering Unmasked Estep 
Score: -78836.664062 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -78836.66 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79091.617188 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -79091.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79293.890625 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -79293.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79423.898438 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -79423.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79476.375000 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -79476.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79517.156250 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -79517.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79556.984375 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -79556.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -79594.406250 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -79594.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -79639.125000 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -79639.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -79704.562500 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -79704.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -79751.429688 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -79751.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -79783.078125 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -79783.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -79832.023438 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -79832.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -79867.070312 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -79867.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -79898.804688 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -79898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -79929.328125 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -79929.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -79934.078125 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -79934.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -79942.414062 Penalty: 3220.901855
	Iteration 17Q: 3 clusters Score -79942.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79949.640625 Penalty: 3220.901855
	Iteration 18Q: 3 clusters Score -79949.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -79950.179688 Penalty: 3220.901855
	Iteration 19Q: 3 clusters Score -79950.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -79950.179688 Penalty: 3220.901855
	Iteration 20F: 3 clusters Score -79950.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -73181.859375 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -73181.86 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 304 members 
Entering Unmasked Estep 
Score: -71561.898438 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -71561.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71829.703125 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -71829.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71963.062500 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -71963.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72127.210938 Penalty: 3179.446777
	Iteration 3F: 3 clusters Score -72127.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72299.992188 Penalty: 3179.446777
	Iteration 4F: 3 clusters Score -72299.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72399.335938 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -72399.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72461.601562 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -72461.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72495.484375 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -72495.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72506.640625 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -72506.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72518.945312 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -72518.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72528.445312 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -72528.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72532.734375 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -72532.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72541.757812 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -72541.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72562.960938 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -72562.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72577.031250 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -72577.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72589.718750 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -72589.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72598.054688 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -72598.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72609.320312 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -72609.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72633.851562 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -72633.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72648.023438 Penalty: 3179.446777
	Iteration 19Q: 3 clusters Score -72648.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72651.367188 Penalty: 3179.446777
	Iteration 20F: 3 clusters Score -72651.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72653.992188 Penalty: 3179.446777
	Iteration 21Q: 3 clusters Score -72653.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72665.562500 Penalty: 3179.446777
	Iteration 22Q: 3 clusters Score -72665.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72668.250000 Penalty: 3179.446777
	Iteration 23Q: 3 clusters Score -72668.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72668.250000 Penalty: 3179.446777
	Iteration 24F: 3 clusters Score -72668.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Entering Unmasked Estep 
Score: -377602.937500 Penalty: 1981.158691
	Iteration 0F: 2 clusters Score -377602.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -374351.062500 Penalty: 3962.317383
	Iteration 0F: 3 clusters Score -374351.1 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -375023.812500 Penalty: 3962.317383
	Iteration 1F: 3 clusters Score -375023.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -375195.968750 Penalty: 3962.317383
	Iteration 2F: 3 clusters Score -375196 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -375296.312500 Penalty: 3962.317383
	Iteration 3Q: 3 clusters Score -375296.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -375366.406250 Penalty: 3962.317383
	Iteration 4Q: 3 clusters Score -375366.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -375421.437500 Penalty: 3962.317383
	Iteration 5Q: 3 clusters Score -375421.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -375472.968750 Penalty: 3962.317383
	Iteration 6Q: 3 clusters Score -375473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -375537.406250 Penalty: 3962.317383
	Iteration 7Q: 3 clusters Score -375537.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -375618.531250 Penalty: 3962.317383
	Iteration 8Q: 3 clusters Score -375618.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -375698.062500 Penalty: 3962.317383
	Iteration 9Q: 3 clusters Score -375698.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -375769.375000 Penalty: 3962.317383
	Iteration 10Q: 3 clusters Score -375769.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -375844.312500 Penalty: 3962.317383
	Iteration 11Q: 3 clusters Score -375844.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -375917.250000 Penalty: 3962.317383
	Iteration 12Q: 3 clusters Score -375917.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -375991.468750 Penalty: 3962.317383
	Iteration 13Q: 3 clusters Score -375991.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -376062.718750 Penalty: 3962.317383
	Iteration 14Q: 3 clusters Score -376062.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -376123.625000 Penalty: 3962.317383
	Iteration 15Q: 3 clusters Score -376123.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -376190.468750 Penalty: 3962.317383
	Iteration 16Q: 3 clusters Score -376190.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -376239.375000 Penalty: 3962.317383
	Iteration 17Q: 3 clusters Score -376239.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -376291.656250 Penalty: 3962.317383
	Iteration 18Q: 3 clusters Score -376291.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -376332.625000 Penalty: 3962.317383
	Iteration 19Q: 3 clusters Score -376332.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -376361.187500 Penalty: 3962.317383
	Iteration 20F: 3 clusters Score -376361.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -376385.375000 Penalty: 3962.317383
	Iteration 21Q: 3 clusters Score -376385.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -376407.312500 Penalty: 3962.317383
	Iteration 22Q: 3 clusters Score -376407.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -376418.750000 Penalty: 3962.317383
	Iteration 23Q: 3 clusters Score -376418.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -376437.937500 Penalty: 3962.317383
	Iteration 24Q: 3 clusters Score -376437.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -376449.281250 Penalty: 3962.317383
	Iteration 25Q: 3 clusters Score -376449.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -376456.375000 Penalty: 3962.317383
	Iteration 26Q: 3 clusters Score -376456.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -376461.093750 Penalty: 3962.317383
	Iteration 27Q: 3 clusters Score -376461.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -376463.156250 Penalty: 3962.317383
	Iteration 28Q: 3 clusters Score -376463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -376463.093750 Penalty: 3962.317383
	Iteration 29Q: 3 clusters Score -376463.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -376463.093750 Penalty: 3962.317383
	Iteration 30F: 3 clusters Score -376463.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (162443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162443 members 
Entering Unmasked Estep 
Score: -22384710.000000 Penalty: 2975.524414
	Iteration 0F: 2 clusters Score -2.238471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81180 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
Score: -22277326.000000 Penalty: 5951.048828
	Iteration 0F: 3 clusters Score -2.227733e+07 nChanged 78055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81769 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -22322484.000000 Penalty: 5951.048828
	Iteration 1F: 3 clusters Score -2.232248e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -22323068.000000 Penalty: 5951.048828
	Iteration 2Q: 3 clusters Score -2.232307e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -22323782.000000 Penalty: 5951.048828
	Iteration 3Q: 3 clusters Score -2.232378e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -22324626.000000 Penalty: 5951.048828
	Iteration 4Q: 3 clusters Score -2.232463e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -22325870.000000 Penalty: 5951.048828
	Iteration 5Q: 3 clusters Score -2.232587e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 81098 members 
Entering Unmasked Estep 
Score: -22327932.000000 Penalty: 5951.048828
	Iteration 6Q: 3 clusters Score -2.232793e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 82013 members 
Entering Unmasked Estep 
Score: -22331286.000000 Penalty: 5951.048828
	Iteration 7Q: 3 clusters Score -2.233129e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -22336638.000000 Penalty: 5951.048828
	Iteration 8F: 3 clusters Score -2.233664e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75056 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -22345348.000000 Penalty: 5951.048828
	Iteration 9F: 3 clusters Score -2.234535e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -22356752.000000 Penalty: 5951.048828
	Iteration 10F: 3 clusters Score -2.235675e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -22366858.000000 Penalty: 5951.048828
	Iteration 11F: 3 clusters Score -2.236686e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -22371534.000000 Penalty: 5951.048828
	Iteration 12F: 3 clusters Score -2.237153e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 101877 members 
Entering Unmasked Estep 
Score: -22373700.000000 Penalty: 5951.048828
	Iteration 13Q: 3 clusters Score -2.23737e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 104096 members 
Entering Unmasked Estep 
Score: -22375556.000000 Penalty: 5951.048828
	Iteration 14Q: 3 clusters Score -2.237556e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 106140 members 
Entering Unmasked Estep 
Score: -22376968.000000 Penalty: 5951.048828
	Iteration 15Q: 3 clusters Score -2.237697e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 107899 members 
Entering Unmasked Estep 
Score: -22377950.000000 Penalty: 5951.048828
	Iteration 16Q: 3 clusters Score -2.237795e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -22378546.000000 Penalty: 5951.048828
	Iteration 17Q: 3 clusters Score -2.237855e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 110885 members 
Entering Unmasked Estep 
Score: -22378994.000000 Penalty: 5951.048828
	Iteration 18Q: 3 clusters Score -2.237899e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 112210 members 
Entering Unmasked Estep 
Score: -22379526.000000 Penalty: 5951.048828
	Iteration 19Q: 3 clusters Score -2.237953e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 113472 members 
Entering Unmasked Estep 
Score: -22379776.000000 Penalty: 5951.048828
	Iteration 20F: 3 clusters Score -2.237978e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 114639 members 
Entering Unmasked Estep 
Score: -22380066.000000 Penalty: 5951.048828
	Iteration 21Q: 3 clusters Score -2.238007e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 115731 members 
Entering Unmasked Estep 
Score: -22380272.000000 Penalty: 5951.048828
	Iteration 22Q: 3 clusters Score -2.238027e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -22380518.000000 Penalty: 5951.048828
	Iteration 23Q: 3 clusters Score -2.238052e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 117958 members 
Entering Unmasked Estep 
Score: -22380652.000000 Penalty: 5951.048828
	Iteration 24Q: 3 clusters Score -2.238065e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 119064 members 
Entering Unmasked Estep 
Score: -22380830.000000 Penalty: 5951.048828
	Iteration 25Q: 3 clusters Score -2.238083e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 120135 members 
Entering Unmasked Estep 
Score: -22381150.000000 Penalty: 5951.048828
	Iteration 26Q: 3 clusters Score -2.238115e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 121162 members 
Entering Unmasked Estep 
Score: -22381274.000000 Penalty: 5951.048828
	Iteration 27Q: 3 clusters Score -2.238127e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 122141 members 
Entering Unmasked Estep 
Score: -22381446.000000 Penalty: 5951.048828
	Iteration 28Q: 3 clusters Score -2.238145e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 123123 members 
Entering Unmasked Estep 
Score: -22381564.000000 Penalty: 5951.048828
	Iteration 29Q: 3 clusters Score -2.238156e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 124049 members 
Entering Unmasked Estep 
Score: -22381662.000000 Penalty: 5951.048828
	Iteration 30Q: 3 clusters Score -2.238166e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 124949 members 
Entering Unmasked Estep 
Score: -22381772.000000 Penalty: 5951.048828
	Iteration 31Q: 3 clusters Score -2.238177e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 125833 members 
Entering Unmasked Estep 
Score: -22381914.000000 Penalty: 5951.048828
	Iteration 32Q: 3 clusters Score -2.238191e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 126653 members 
Entering Unmasked Estep 
Score: -22382096.000000 Penalty: 5951.048828
	Iteration 33Q: 3 clusters Score -2.23821e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 127478 members 
Entering Unmasked Estep 
Score: -22382136.000000 Penalty: 5951.048828
	Iteration 34Q: 3 clusters Score -2.238214e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 128298 members 
Entering Unmasked Estep 
Score: -22382224.000000 Penalty: 5951.048828
	Iteration 35Q: 3 clusters Score -2.238222e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 129050 members 
Entering Unmasked Estep 
Score: -22382364.000000 Penalty: 5951.048828
	Iteration 36Q: 3 clusters Score -2.238236e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 129729 members 
Entering Unmasked Estep 
Score: -22382486.000000 Penalty: 5951.048828
	Iteration 37Q: 3 clusters Score -2.238249e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 130464 members 
Entering Unmasked Estep 
Score: -22382652.000000 Penalty: 5951.048828
	Iteration 38Q: 3 clusters Score -2.238265e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 131248 members 
Entering Unmasked Estep 
Score: -22382746.000000 Penalty: 5951.048828
	Iteration 39Q: 3 clusters Score -2.238275e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 132021 members 
Entering Unmasked Estep 
Score: -22382846.000000 Penalty: 5951.048828
	Iteration 40F: 3 clusters Score -2.238285e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 132790 members 
Entering Unmasked Estep 
Score: -22383026.000000 Penalty: 5951.048828
	Iteration 41Q: 3 clusters Score -2.238303e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 133589 members 
Entering Unmasked Estep 
Score: -22383258.000000 Penalty: 5951.048828
	Iteration 42Q: 3 clusters Score -2.238326e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 134380 members 
Entering Unmasked Estep 
Score: -22383394.000000 Penalty: 5951.048828
	Iteration 43Q: 3 clusters Score -2.238339e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 135203 members 
Entering Unmasked Estep 
Score: -22383532.000000 Penalty: 5951.048828
	Iteration 44Q: 3 clusters Score -2.238353e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 136023 members 
Entering Unmasked Estep 
Score: -22383654.000000 Penalty: 5951.048828
	Iteration 45Q: 3 clusters Score -2.238365e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 136788 members 
Entering Unmasked Estep 
Score: -22383692.000000 Penalty: 5951.048828
	Iteration 46Q: 3 clusters Score -2.238369e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 137495 members 
Entering Unmasked Estep 
Score: -22383862.000000 Penalty: 5951.048828
	Iteration 47Q: 3 clusters Score -2.238386e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 138137 members 
Entering Unmasked Estep 
Score: -22383968.000000 Penalty: 5951.048828
	Iteration 48Q: 3 clusters Score -2.238397e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 138817 members 
Entering Unmasked Estep 
Score: -22384024.000000 Penalty: 5951.048828
	Iteration 49Q: 3 clusters Score -2.238402e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 139504 members 
Entering Unmasked Estep 
Score: -22384042.000000 Penalty: 5951.048828
	Iteration 50Q: 3 clusters Score -2.238404e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -22384040.000000 Penalty: 5951.048828
	Iteration 51Q: 3 clusters Score -2.238404e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 140807 members 
Entering Unmasked Estep 
Score: -22384070.000000 Penalty: 5951.048828
	Iteration 52Q: 3 clusters Score -2.238407e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 141423 members 
Entering Unmasked Estep 
Score: -22384128.000000 Penalty: 5951.048828
	Iteration 53Q: 3 clusters Score -2.238413e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 142006 members 
Entering Unmasked Estep 
Score: -22384168.000000 Penalty: 5951.048828
	Iteration 54Q: 3 clusters Score -2.238417e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 142583 members 
Entering Unmasked Estep 
Score: -22384260.000000 Penalty: 5951.048828
	Iteration 55Q: 3 clusters Score -2.238426e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -22384346.000000 Penalty: 5951.048828
	Iteration 56Q: 3 clusters Score -2.238435e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 143649 members 
Entering Unmasked Estep 
Score: -22384358.000000 Penalty: 5951.048828
	Iteration 57Q: 3 clusters Score -2.238436e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 144157 members 
Entering Unmasked Estep 
Score: -22384324.000000 Penalty: 5951.048828
	Iteration 58Q: 3 clusters Score -2.238432e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 144659 members 
Entering Unmasked Estep 
Score: -22384346.000000 Penalty: 5951.048828
	Iteration 59Q: 3 clusters Score -2.238435e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 145144 members 
Entering Unmasked Estep 
Score: -22384358.000000 Penalty: 5951.048828
	Iteration 60F: 3 clusters Score -2.238436e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 145587 members 
Entering Unmasked Estep 
Score: -22384376.000000 Penalty: 5951.048828
	Iteration 61Q: 3 clusters Score -2.238438e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 145996 members 
Entering Unmasked Estep 
Score: -22384434.000000 Penalty: 5951.048828
	Iteration 62Q: 3 clusters Score -2.238443e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 146389 members 
Entering Unmasked Estep 
Score: -22384468.000000 Penalty: 5951.048828
	Iteration 63Q: 3 clusters Score -2.238447e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 146759 members 
Entering Unmasked Estep 
Score: -22384448.000000 Penalty: 5951.048828
	Iteration 64Q: 3 clusters Score -2.238445e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 147144 members 
Entering Unmasked Estep 
Score: -22384392.000000 Penalty: 5951.048828
	Iteration 65Q: 3 clusters Score -2.238439e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 147505 members 
Entering Unmasked Estep 
Score: -22384420.000000 Penalty: 5951.048828
	Iteration 66Q: 3 clusters Score -2.238442e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 147883 members 
Entering Unmasked Estep 
Score: -22384490.000000 Penalty: 5951.048828
	Iteration 67Q: 3 clusters Score -2.238449e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 148247 members 
Entering Unmasked Estep 
Score: -22384522.000000 Penalty: 5951.048828
	Iteration 68Q: 3 clusters Score -2.238452e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 148598 members 
Entering Unmasked Estep 
Score: -22384574.000000 Penalty: 5951.048828
	Iteration 69Q: 3 clusters Score -2.238457e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 148919 members 
Entering Unmasked Estep 
Score: -22384578.000000 Penalty: 5951.048828
	Iteration 70Q: 3 clusters Score -2.238458e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 149247 members 
Entering Unmasked Estep 
Score: -22384624.000000 Penalty: 5951.048828
	Iteration 71Q: 3 clusters Score -2.238462e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 149555 members 
Entering Unmasked Estep 
Score: -22384658.000000 Penalty: 5951.048828
	Iteration 72Q: 3 clusters Score -2.238466e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 149841 members 
Entering Unmasked Estep 
Score: -22384678.000000 Penalty: 5951.048828
	Iteration 73Q: 3 clusters Score -2.238468e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 150106 members 
Entering Unmasked Estep 
Score: -22384652.000000 Penalty: 5951.048828
	Iteration 74Q: 3 clusters Score -2.238465e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 150352 members 
Entering Unmasked Estep 
Score: -22384604.000000 Penalty: 5951.048828
	Iteration 75Q: 3 clusters Score -2.23846e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 150596 members 
Entering Unmasked Estep 
Score: -22384596.000000 Penalty: 5951.048828
	Iteration 76Q: 3 clusters Score -2.23846e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 150826 members 
Entering Unmasked Estep 
Score: -22384592.000000 Penalty: 5951.048828
	Iteration 77Q: 3 clusters Score -2.238459e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 151052 members 
Entering Unmasked Estep 
Score: -22384542.000000 Penalty: 5951.048828
	Iteration 78Q: 3 clusters Score -2.238454e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 151277 members 
Entering Unmasked Estep 
Score: -22384548.000000 Penalty: 5951.048828
	Iteration 79Q: 3 clusters Score -2.238455e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 151481 members 
Entering Unmasked Estep 
Score: -22384552.000000 Penalty: 5951.048828
	Iteration 80F: 3 clusters Score -2.238455e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 151672 members 
Entering Unmasked Estep 
Score: -22384554.000000 Penalty: 5951.048828
	Iteration 81Q: 3 clusters Score -2.238455e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 151824 members 
Entering Unmasked Estep 
Score: -22384536.000000 Penalty: 5951.048828
	Iteration 82Q: 3 clusters Score -2.238454e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 151961 members 
Entering Unmasked Estep 
Score: -22384524.000000 Penalty: 5951.048828
	Iteration 83Q: 3 clusters Score -2.238452e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 152093 members 
Entering Unmasked Estep 
Score: -22384468.000000 Penalty: 5951.048828
	Iteration 84Q: 3 clusters Score -2.238447e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 152214 members 
Entering Unmasked Estep 
Score: -22384424.000000 Penalty: 5951.048828
	Iteration 85Q: 3 clusters Score -2.238442e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 152342 members 
Entering Unmasked Estep 
Score: -22384406.000000 Penalty: 5951.048828
	Iteration 86Q: 3 clusters Score -2.238441e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 152470 members 
Entering Unmasked Estep 
Score: -22384402.000000 Penalty: 5951.048828
	Iteration 87Q: 3 clusters Score -2.23844e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 152600 members 
Entering Unmasked Estep 
Score: -22384408.000000 Penalty: 5951.048828
	Iteration 88Q: 3 clusters Score -2.238441e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 152733 members 
Entering Unmasked Estep 
Score: -22384446.000000 Penalty: 5951.048828
	Iteration 89Q: 3 clusters Score -2.238445e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 152871 members 
Entering Unmasked Estep 
Score: -22384444.000000 Penalty: 5951.048828
	Iteration 90Q: 3 clusters Score -2.238444e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 153020 members 
Entering Unmasked Estep 
Score: -22384464.000000 Penalty: 5951.048828
	Iteration 91Q: 3 clusters Score -2.238446e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 153163 members 
Entering Unmasked Estep 
Score: -22384450.000000 Penalty: 5951.048828
	Iteration 92Q: 3 clusters Score -2.238445e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 153295 members 
Entering Unmasked Estep 
Score: -22384432.000000 Penalty: 5951.048828
	Iteration 93Q: 3 clusters Score -2.238443e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 153437 members 
Entering Unmasked Estep 
Score: -22384444.000000 Penalty: 5951.048828
	Iteration 94Q: 3 clusters Score -2.238444e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 153582 members 
Entering Unmasked Estep 
Score: -22384448.000000 Penalty: 5951.048828
	Iteration 95Q: 3 clusters Score -2.238445e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 153715 members 
Entering Unmasked Estep 
Score: -22384458.000000 Penalty: 5951.048828
	Iteration 96Q: 3 clusters Score -2.238446e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 153838 members 
Entering Unmasked Estep 
Score: -22384452.000000 Penalty: 5951.048828
	Iteration 97Q: 3 clusters Score -2.238445e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
Score: -22384452.000000 Penalty: 5951.048828
	Iteration 98Q: 3 clusters Score -2.238445e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 154048 members 
Entering Unmasked Estep 
Score: -22384468.000000 Penalty: 5951.048828
	Iteration 99Q: 3 clusters Score -2.238447e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 154135 members 
Entering Unmasked Estep 
Score: -22384468.000000 Penalty: 5951.048828
	Iteration 100F: 3 clusters Score -2.238447e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 154229 members 
Entering Unmasked Estep 
Score: -22384404.000000 Penalty: 5951.048828
	Iteration 101Q: 3 clusters Score -2.23844e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 154305 members 
Entering Unmasked Estep 
Score: -22384390.000000 Penalty: 5951.048828
	Iteration 102Q: 3 clusters Score -2.238439e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -22384366.000000 Penalty: 5951.048828
	Iteration 103Q: 3 clusters Score -2.238437e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 154469 members 
Entering Unmasked Estep 
Score: -22384380.000000 Penalty: 5951.048828
	Iteration 104Q: 3 clusters Score -2.238438e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 154538 members 
Entering Unmasked Estep 
Score: -22384344.000000 Penalty: 5951.048828
	Iteration 105Q: 3 clusters Score -2.238434e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 154617 members 
Entering Unmasked Estep 
Score: -22384354.000000 Penalty: 5951.048828
	Iteration 106Q: 3 clusters Score -2.238435e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 154687 members 
Entering Unmasked Estep 
Score: -22384350.000000 Penalty: 5951.048828
	Iteration 107Q: 3 clusters Score -2.238435e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 154752 members 
Entering Unmasked Estep 
Score: -22384370.000000 Penalty: 5951.048828
	Iteration 108Q: 3 clusters Score -2.238437e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 154816 members 
Entering Unmasked Estep 
Score: -22384338.000000 Penalty: 5951.048828
	Iteration 109Q: 3 clusters Score -2.238434e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -22384334.000000 Penalty: 5951.048828
	Iteration 110Q: 3 clusters Score -2.238433e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 154928 members 
Entering Unmasked Estep 
Score: -22384266.000000 Penalty: 5951.048828
	Iteration 111Q: 3 clusters Score -2.238427e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 154976 members 
Entering Unmasked Estep 
Score: -22384264.000000 Penalty: 5951.048828
	Iteration 112Q: 3 clusters Score -2.238426e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 155010 members 
Entering Unmasked Estep 
Score: -22384244.000000 Penalty: 5951.048828
	Iteration 113Q: 3 clusters Score -2.238424e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 155054 members 
Entering Unmasked Estep 
Score: -22384234.000000 Penalty: 5951.048828
	Iteration 114Q: 3 clusters Score -2.238423e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 155092 members 
Entering Unmasked Estep 
Score: -22384250.000000 Penalty: 5951.048828
	Iteration 115Q: 3 clusters Score -2.238425e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 155140 members 
Entering Unmasked Estep 
Score: -22384244.000000 Penalty: 5951.048828
	Iteration 116Q: 3 clusters Score -2.238424e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 155184 members 
Entering Unmasked Estep 
Score: -22384236.000000 Penalty: 5951.048828
	Iteration 117Q: 3 clusters Score -2.238424e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 155228 members 
Entering Unmasked Estep 
Score: -22384234.000000 Penalty: 5951.048828
	Iteration 118Q: 3 clusters Score -2.238423e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 155266 members 
Entering Unmasked Estep 
Score: -22384226.000000 Penalty: 5951.048828
	Iteration 119Q: 3 clusters Score -2.238423e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 155290 members 
Entering Unmasked Estep 
Score: -22384204.000000 Penalty: 5951.048828
	Iteration 120F: 3 clusters Score -2.23842e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 155313 members 
Entering Unmasked Estep 
Score: -22384208.000000 Penalty: 5951.048828
	Iteration 121Q: 3 clusters Score -2.238421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 155336 members 
Entering Unmasked Estep 
Score: -22384172.000000 Penalty: 5951.048828
	Iteration 122Q: 3 clusters Score -2.238417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 155357 members 
Entering Unmasked Estep 
Score: -22384196.000000 Penalty: 5951.048828
	Iteration 123Q: 3 clusters Score -2.23842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 155374 members 
Entering Unmasked Estep 
Score: -22384186.000000 Penalty: 5951.048828
	Iteration 124Q: 3 clusters Score -2.238419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 155387 members 
Entering Unmasked Estep 
Score: -22384184.000000 Penalty: 5951.048828
	Iteration 125Q: 3 clusters Score -2.238418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 155406 members 
Entering Unmasked Estep 
Score: -22384138.000000 Penalty: 5951.048828
	Iteration 126Q: 3 clusters Score -2.238414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 155417 members 
Entering Unmasked Estep 
Score: -22384128.000000 Penalty: 5951.048828
	Iteration 127Q: 3 clusters Score -2.238413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 155428 members 
Entering Unmasked Estep 
Score: -22384140.000000 Penalty: 5951.048828
	Iteration 128Q: 3 clusters Score -2.238414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 155435 members 
Entering Unmasked Estep 
Score: -22384122.000000 Penalty: 5951.048828
	Iteration 129Q: 3 clusters Score -2.238412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 155444 members 
Entering Unmasked Estep 
Score: -22384140.000000 Penalty: 5951.048828
	Iteration 130Q: 3 clusters Score -2.238414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 155448 members 
Entering Unmasked Estep 
Score: -22384128.000000 Penalty: 5951.048828
	Iteration 131Q: 3 clusters Score -2.238413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 155452 members 
Entering Unmasked Estep 
Score: -22384126.000000 Penalty: 5951.048828
	Iteration 132Q: 3 clusters Score -2.238413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 155457 members 
Entering Unmasked Estep 
Score: -22384130.000000 Penalty: 5951.048828
	Iteration 133Q: 3 clusters Score -2.238413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 155459 members 
Entering Unmasked Estep 
Score: -22384136.000000 Penalty: 5951.048828
	Iteration 134Q: 3 clusters Score -2.238414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 155459 members 
Entering Unmasked Estep 
Score: -22384136.000000 Penalty: 5951.048828
	Iteration 135F: 3 clusters Score -2.238414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (93579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Entering Unmasked Estep 
Score: -12990219.000000 Penalty: 2838.747070
	Iteration 0F: 2 clusters Score -1.299022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -12928032.000000 Penalty: 5677.494141
	Iteration 0F: 3 clusters Score -1.292803e+07 nChanged 44085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -12952685.000000 Penalty: 5677.494141
	Iteration 1F: 3 clusters Score -1.295268e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -12953167.000000 Penalty: 5677.494141
	Iteration 2Q: 3 clusters Score -1.295317e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -12953910.000000 Penalty: 5677.494141
	Iteration 3Q: 3 clusters Score -1.295391e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -12954653.000000 Penalty: 5677.494141
	Iteration 4Q: 3 clusters Score -1.295465e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -12955784.000000 Penalty: 5677.494141
	Iteration 5Q: 3 clusters Score -1.295578e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -12957582.000000 Penalty: 5677.494141
	Iteration 6Q: 3 clusters Score -1.295758e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -12960650.000000 Penalty: 5677.494141
	Iteration 7F: 3 clusters Score -1.296065e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -12965866.000000 Penalty: 5677.494141
	Iteration 8F: 3 clusters Score -1.296587e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -12972949.000000 Penalty: 5677.494141
	Iteration 9F: 3 clusters Score -1.297295e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -12979637.000000 Penalty: 5677.494141
	Iteration 10F: 3 clusters Score -1.297964e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -12984173.000000 Penalty: 5677.494141
	Iteration 11Q: 3 clusters Score -1.298417e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -12986365.000000 Penalty: 5677.494141
	Iteration 12Q: 3 clusters Score -1.298636e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -12987325.000000 Penalty: 5677.494141
	Iteration 13Q: 3 clusters Score -1.298732e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -12987687.000000 Penalty: 5677.494141
	Iteration 14Q: 3 clusters Score -1.298769e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 92274 members 
Entering Unmasked Estep 
Score: -12987851.000000 Penalty: 5677.494141
	Iteration 15Q: 3 clusters Score -1.298785e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 92364 members 
Entering Unmasked Estep 
Score: -12987912.000000 Penalty: 5677.494141
	Iteration 16Q: 3 clusters Score -1.298791e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 92411 members 
Entering Unmasked Estep 
Score: -12987964.000000 Penalty: 5677.494141
	Iteration 17Q: 3 clusters Score -1.298796e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -12988023.000000 Penalty: 5677.494141
	Iteration 18Q: 3 clusters Score -1.298802e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 92465 members 
Entering Unmasked Estep 
Score: -12988047.000000 Penalty: 5677.494141
	Iteration 19Q: 3 clusters Score -1.298805e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -12988075.000000 Penalty: 5677.494141
	Iteration 20F: 3 clusters Score -1.298808e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 92488 members 
Entering Unmasked Estep 
Score: -12988106.000000 Penalty: 5677.494141
	Iteration 21Q: 3 clusters Score -1.298811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 92489 members 
Entering Unmasked Estep 
Score: -12988105.000000 Penalty: 5677.494141
	Iteration 22Q: 3 clusters Score -1.29881e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -12988121.000000 Penalty: 5677.494141
	Iteration 23Q: 3 clusters Score -1.298812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 92505 members 
Entering Unmasked Estep 
Score: -12988117.000000 Penalty: 5677.494141
	Iteration 24Q: 3 clusters Score -1.298812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 92509 members 
Entering Unmasked Estep 
Score: -12988131.000000 Penalty: 5677.494141
	Iteration 25Q: 3 clusters Score -1.298813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -12988129.000000 Penalty: 5677.494141
	Iteration 26Q: 3 clusters Score -1.298813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 92512 members 
Entering Unmasked Estep 
Score: -12988130.000000 Penalty: 5677.494141
	Iteration 27Q: 3 clusters Score -1.298813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 92517 members 
Entering Unmasked Estep 
Score: -12988128.000000 Penalty: 5677.494141
	Iteration 28Q: 3 clusters Score -1.298813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -12988133.000000 Penalty: 5677.494141
	Iteration 29Q: 3 clusters Score -1.298813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 92523 members 
Entering Unmasked Estep 
Score: -12988137.000000 Penalty: 5677.494141
	Iteration 30Q: 3 clusters Score -1.298814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -12988124.000000 Penalty: 5677.494141
	Iteration 31Q: 3 clusters Score -1.298812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -12988124.000000 Penalty: 5677.494141
	Iteration 32F: 3 clusters Score -1.298812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Entering Unmasked Estep 
Score: -758411.875000 Penalty: 2136.306396
	Iteration 0F: 2 clusters Score -758411.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -753590.687500 Penalty: 4272.612793
	Iteration 0F: 3 clusters Score -753590.7 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -754724.187500 Penalty: 4272.612793
	Iteration 1F: 3 clusters Score -754724.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -754933.500000 Penalty: 4272.612793
	Iteration 2F: 3 clusters Score -754933.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -755064.875000 Penalty: 4272.612793
	Iteration 3Q: 3 clusters Score -755064.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -755147.000000 Penalty: 4272.612793
	Iteration 4Q: 3 clusters Score -755147 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -755203.687500 Penalty: 4272.612793
	Iteration 5Q: 3 clusters Score -755203.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -755254.750000 Penalty: 4272.612793
	Iteration 6Q: 3 clusters Score -755254.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -755289.937500 Penalty: 4272.612793
	Iteration 7Q: 3 clusters Score -755289.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -755310.062500 Penalty: 4272.612793
	Iteration 8Q: 3 clusters Score -755310.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -755331.187500 Penalty: 4272.612793
	Iteration 9Q: 3 clusters Score -755331.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -755349.687500 Penalty: 4272.612793
	Iteration 10Q: 3 clusters Score -755349.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -755359.937500 Penalty: 4272.612793
	Iteration 11Q: 3 clusters Score -755359.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -755374.625000 Penalty: 4272.612793
	Iteration 12Q: 3 clusters Score -755374.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -755389.937500 Penalty: 4272.612793
	Iteration 13Q: 3 clusters Score -755389.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -755406.187500 Penalty: 4272.612793
	Iteration 14Q: 3 clusters Score -755406.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -755419.625000 Penalty: 4272.612793
	Iteration 15Q: 3 clusters Score -755419.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -755430.625000 Penalty: 4272.612793
	Iteration 16Q: 3 clusters Score -755430.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -755444.812500 Penalty: 4272.612793
	Iteration 17Q: 3 clusters Score -755444.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -755455.250000 Penalty: 4272.612793
	Iteration 18Q: 3 clusters Score -755455.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -755466.312500 Penalty: 4272.612793
	Iteration 19Q: 3 clusters Score -755466.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -755472.250000 Penalty: 4272.612793
	Iteration 20F: 3 clusters Score -755472.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -755480.437500 Penalty: 4272.612793
	Iteration 21Q: 3 clusters Score -755480.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -755491.750000 Penalty: 4272.612793
	Iteration 22Q: 3 clusters Score -755491.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -755501.625000 Penalty: 4272.612793
	Iteration 23Q: 3 clusters Score -755501.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -755509.812500 Penalty: 4272.612793
	Iteration 24Q: 3 clusters Score -755509.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -755520.625000 Penalty: 4272.612793
	Iteration 25Q: 3 clusters Score -755520.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -755529.250000 Penalty: 4272.612793
	Iteration 26Q: 3 clusters Score -755529.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -755539.125000 Penalty: 4272.612793
	Iteration 27Q: 3 clusters Score -755539.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -755550.437500 Penalty: 4272.612793
	Iteration 28Q: 3 clusters Score -755550.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -755562.000000 Penalty: 4272.612793
	Iteration 29Q: 3 clusters Score -755562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -755578.125000 Penalty: 4272.612793
	Iteration 30Q: 3 clusters Score -755578.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -755595.312500 Penalty: 4272.612793
	Iteration 31Q: 3 clusters Score -755595.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -755621.437500 Penalty: 4272.612793
	Iteration 32Q: 3 clusters Score -755621.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -755640.437500 Penalty: 4272.612793
	Iteration 33Q: 3 clusters Score -755640.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -755663.437500 Penalty: 4272.612793
	Iteration 34Q: 3 clusters Score -755663.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -755692.750000 Penalty: 4272.612793
	Iteration 35Q: 3 clusters Score -755692.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -755714.562500 Penalty: 4272.612793
	Iteration 36Q: 3 clusters Score -755714.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -755749.125000 Penalty: 4272.612793
	Iteration 37Q: 3 clusters Score -755749.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -755788.000000 Penalty: 4272.612793
	Iteration 38Q: 3 clusters Score -755788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -755827.562500 Penalty: 4272.612793
	Iteration 39Q: 3 clusters Score -755827.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -755859.187500 Penalty: 4272.612793
	Iteration 40F: 3 clusters Score -755859.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -755899.000000 Penalty: 4272.612793
	Iteration 41Q: 3 clusters Score -755899 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -755939.500000 Penalty: 4272.612793
	Iteration 42Q: 3 clusters Score -755939.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -755983.687500 Penalty: 4272.612793
	Iteration 43Q: 3 clusters Score -755983.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -756030.937500 Penalty: 4272.612793
	Iteration 44Q: 3 clusters Score -756030.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -756079.000000 Penalty: 4272.612793
	Iteration 45Q: 3 clusters Score -756079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -756120.437500 Penalty: 4272.612793
	Iteration 46Q: 3 clusters Score -756120.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -756161.562500 Penalty: 4272.612793
	Iteration 47Q: 3 clusters Score -756161.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -756203.625000 Penalty: 4272.612793
	Iteration 48Q: 3 clusters Score -756203.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -756248.250000 Penalty: 4272.612793
	Iteration 49Q: 3 clusters Score -756248.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -756281.500000 Penalty: 4272.612793
	Iteration 50Q: 3 clusters Score -756281.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -756313.625000 Penalty: 4272.612793
	Iteration 51Q: 3 clusters Score -756313.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -756339.250000 Penalty: 4272.612793
	Iteration 52Q: 3 clusters Score -756339.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -756368.250000 Penalty: 4272.612793
	Iteration 53Q: 3 clusters Score -756368.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -756389.000000 Penalty: 4272.612793
	Iteration 54Q: 3 clusters Score -756389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -756413.750000 Penalty: 4272.612793
	Iteration 55Q: 3 clusters Score -756413.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -756435.937500 Penalty: 4272.612793
	Iteration 56Q: 3 clusters Score -756435.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -756447.437500 Penalty: 4272.612793
	Iteration 57Q: 3 clusters Score -756447.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -756455.875000 Penalty: 4272.612793
	Iteration 58Q: 3 clusters Score -756455.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -756463.625000 Penalty: 4272.612793
	Iteration 59Q: 3 clusters Score -756463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -756467.375000 Penalty: 4272.612793
	Iteration 60F: 3 clusters Score -756467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -756475.562500 Penalty: 4272.612793
	Iteration 61Q: 3 clusters Score -756475.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -756476.687500 Penalty: 4272.612793
	Iteration 62Q: 3 clusters Score -756476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -756479.750000 Penalty: 4272.612793
	Iteration 63Q: 3 clusters Score -756479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -756485.875000 Penalty: 4272.612793
	Iteration 64Q: 3 clusters Score -756485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -756489.187500 Penalty: 4272.612793
	Iteration 65Q: 3 clusters Score -756489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -756494.437500 Penalty: 4272.612793
	Iteration 66Q: 3 clusters Score -756494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -756497.062500 Penalty: 4272.612793
	Iteration 67Q: 3 clusters Score -756497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -756501.000000 Penalty: 4272.612793
	Iteration 68Q: 3 clusters Score -756501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -756501.437500 Penalty: 4272.612793
	Iteration 69Q: 3 clusters Score -756501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -756502.125000 Penalty: 4272.612793
	Iteration 70Q: 3 clusters Score -756502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -756505.125000 Penalty: 4272.612793
	Iteration 71Q: 3 clusters Score -756505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -756506.750000 Penalty: 4272.612793
	Iteration 72Q: 3 clusters Score -756506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -756509.500000 Penalty: 4272.612793
	Iteration 73Q: 3 clusters Score -756509.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -756509.000000 Penalty: 4272.612793
	Iteration 74Q: 3 clusters Score -756509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -756509.000000 Penalty: 4272.612793
	Iteration 75F: 3 clusters Score -756509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Entering Unmasked Estep 
Score: -4622311.000000 Penalty: 2588.636230
	Iteration 0F: 2 clusters Score -4622311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -4599146.000000 Penalty: 5177.272461
	Iteration 0F: 3 clusters Score -4599146 nChanged 15479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4607820.500000 Penalty: 5177.272461
	Iteration 1F: 3 clusters Score -4607820 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -4608708.000000 Penalty: 5177.272461
	Iteration 2F: 3 clusters Score -4608708 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4609944.000000 Penalty: 5177.272461
	Iteration 3F: 3 clusters Score -4609944 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4611354.500000 Penalty: 5177.272461
	Iteration 4F: 3 clusters Score -4611354 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -4612679.500000 Penalty: 5177.272461
	Iteration 5F: 3 clusters Score -4612680 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -4613942.500000 Penalty: 5177.272461
	Iteration 6F: 3 clusters Score -4613942 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4615097.500000 Penalty: 5177.272461
	Iteration 7F: 3 clusters Score -4615098 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4616007.000000 Penalty: 5177.272461
	Iteration 8Q: 3 clusters Score -4616007 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -4616697.500000 Penalty: 5177.272461
	Iteration 9Q: 3 clusters Score -4616698 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -4617142.500000 Penalty: 5177.272461
	Iteration 10Q: 3 clusters Score -4617142 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -4617470.000000 Penalty: 5177.272461
	Iteration 11Q: 3 clusters Score -4617470 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -4617755.000000 Penalty: 5177.272461
	Iteration 12Q: 3 clusters Score -4617755 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -4618018.000000 Penalty: 5177.272461
	Iteration 13Q: 3 clusters Score -4618018 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -4618221.500000 Penalty: 5177.272461
	Iteration 14Q: 3 clusters Score -4618222 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -4618480.500000 Penalty: 5177.272461
	Iteration 15Q: 3 clusters Score -4618480 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4618696.000000 Penalty: 5177.272461
	Iteration 16Q: 3 clusters Score -4618696 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -4618931.500000 Penalty: 5177.272461
	Iteration 17Q: 3 clusters Score -4618932 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4619179.500000 Penalty: 5177.272461
	Iteration 18Q: 3 clusters Score -4619180 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -4619459.500000 Penalty: 5177.272461
	Iteration 19Q: 3 clusters Score -4619460 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -4619716.500000 Penalty: 5177.272461
	Iteration 20F: 3 clusters Score -4619716 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -4619987.500000 Penalty: 5177.272461
	Iteration 21Q: 3 clusters Score -4619988 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -4620271.000000 Penalty: 5177.272461
	Iteration 22Q: 3 clusters Score -4620271 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -4620519.000000 Penalty: 5177.272461
	Iteration 23Q: 3 clusters Score -4620519 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -4620733.500000 Penalty: 5177.272461
	Iteration 24Q: 3 clusters Score -4620734 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4620885.500000 Penalty: 5177.272461
	Iteration 25Q: 3 clusters Score -4620886 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -4621027.500000 Penalty: 5177.272461
	Iteration 26Q: 3 clusters Score -4621028 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -4621163.500000 Penalty: 5177.272461
	Iteration 27Q: 3 clusters Score -4621164 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4621292.000000 Penalty: 5177.272461
	Iteration 28Q: 3 clusters Score -4621292 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4621435.500000 Penalty: 5177.272461
	Iteration 29Q: 3 clusters Score -4621436 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4621621.000000 Penalty: 5177.272461
	Iteration 30Q: 3 clusters Score -4621621 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4621943.000000 Penalty: 5177.272461
	Iteration 31Q: 3 clusters Score -4621943 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4622258.000000 Penalty: 5177.272461
	Iteration 32Q: 3 clusters Score -4622258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4622422.000000 Penalty: 5177.272461
	Iteration 33Q: 3 clusters Score -4622422 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4622474.500000 Penalty: 5177.272461
	Iteration 34Q: 3 clusters Score -4622474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4622498.500000 Penalty: 5177.272461
	Iteration 35Q: 3 clusters Score -4622498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4622503.500000 Penalty: 5177.272461
	Iteration 36Q: 3 clusters Score -4622504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4622505.000000 Penalty: 5177.272461
	Iteration 37Q: 3 clusters Score -4622505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4622503.000000 Penalty: 5177.272461
	Iteration 38Q: 3 clusters Score -4622503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4622509.000000 Penalty: 5177.272461
	Iteration 39Q: 3 clusters Score -4622509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4622513.000000 Penalty: 5177.272461
	Iteration 40F: 3 clusters Score -4622513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4622516.500000 Penalty: 5177.272461
	Iteration 41Q: 3 clusters Score -4622516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -4622517.000000 Penalty: 5177.272461
	Iteration 42Q: 3 clusters Score -4622517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -4622517.000000 Penalty: 5177.272461
	Iteration 43F: 3 clusters Score -4622517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 130875 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54300 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 134877 members 
Mstep: Class 9 contains 14544 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 162443 members 
Mstep: Class 14 contains 93579 members 
Mstep: Class 15 contains 5509 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170912 members 
Mstep: Class 21 contains 76652 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82077 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 31664 members 
Entering Unmasked Estep 
Score: -137451664.000000 Penalty: 89173.351562
Splitting cluster 16 changes total score from -137452080.000000 to -137451664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -24049.376953 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -24049.38 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 113 members 
Entering Unmasked Estep 
Score: -22908.085938 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22908.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23026.095703 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -23026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23054.603516 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -23054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23068.986328 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -23068.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23083.617188 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -23083.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23083.617188 Penalty: 2666.138184
	Iteration 5F: 3 clusters Score -23083.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Entering Unmasked Estep 
Score: -520603.406250 Penalty: 2054.369141
	Iteration 0F: 2 clusters Score -520603.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -516751.468750 Penalty: 4108.738281
	Iteration 0F: 3 clusters Score -516751.5 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -517605.343750 Penalty: 4108.738281
	Iteration 1F: 3 clusters Score -517605.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -517809.625000 Penalty: 4108.738281
	Iteration 2F: 3 clusters Score -517809.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -517931.281250 Penalty: 4108.738281
	Iteration 3Q: 3 clusters Score -517931.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -518022.875000 Penalty: 4108.738281
	Iteration 4Q: 3 clusters Score -518022.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -518095.406250 Penalty: 4108.738281
	Iteration 5Q: 3 clusters Score -518095.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -518158.531250 Penalty: 4108.738281
	Iteration 6Q: 3 clusters Score -518158.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -518196.125000 Penalty: 4108.738281
	Iteration 7Q: 3 clusters Score -518196.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -518236.250000 Penalty: 4108.738281
	Iteration 8Q: 3 clusters Score -518236.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -518277.625000 Penalty: 4108.738281
	Iteration 9Q: 3 clusters Score -518277.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -518321.125000 Penalty: 4108.738281
	Iteration 10Q: 3 clusters Score -518321.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -518359.406250 Penalty: 4108.738281
	Iteration 11Q: 3 clusters Score -518359.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -518391.968750 Penalty: 4108.738281
	Iteration 12Q: 3 clusters Score -518392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -518416.093750 Penalty: 4108.738281
	Iteration 13Q: 3 clusters Score -518416.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -518445.437500 Penalty: 4108.738281
	Iteration 14Q: 3 clusters Score -518445.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -518469.218750 Penalty: 4108.738281
	Iteration 15Q: 3 clusters Score -518469.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -518499.500000 Penalty: 4108.738281
	Iteration 16Q: 3 clusters Score -518499.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -518527.812500 Penalty: 4108.738281
	Iteration 17Q: 3 clusters Score -518527.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -518555.437500 Penalty: 4108.738281
	Iteration 18Q: 3 clusters Score -518555.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -518579.687500 Penalty: 4108.738281
	Iteration 19Q: 3 clusters Score -518579.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -518600.125000 Penalty: 4108.738281
	Iteration 20F: 3 clusters Score -518600.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -518615.343750 Penalty: 4108.738281
	Iteration 21Q: 3 clusters Score -518615.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -518634.156250 Penalty: 4108.738281
	Iteration 22Q: 3 clusters Score -518634.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -518649.218750 Penalty: 4108.738281
	Iteration 23Q: 3 clusters Score -518649.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -518666.562500 Penalty: 4108.738281
	Iteration 24Q: 3 clusters Score -518666.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -518687.375000 Penalty: 4108.738281
	Iteration 25Q: 3 clusters Score -518687.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -518711.687500 Penalty: 4108.738281
	Iteration 26Q: 3 clusters Score -518711.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -518739.218750 Penalty: 4108.738281
	Iteration 27Q: 3 clusters Score -518739.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -518760.031250 Penalty: 4108.738281
	Iteration 28Q: 3 clusters Score -518760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -518780.531250 Penalty: 4108.738281
	Iteration 29Q: 3 clusters Score -518780.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -518796.250000 Penalty: 4108.738281
	Iteration 30Q: 3 clusters Score -518796.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -518811.656250 Penalty: 4108.738281
	Iteration 31Q: 3 clusters Score -518811.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -518826.375000 Penalty: 4108.738281
	Iteration 32Q: 3 clusters Score -518826.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -518845.531250 Penalty: 4108.738281
	Iteration 33Q: 3 clusters Score -518845.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -518865.906250 Penalty: 4108.738281
	Iteration 34Q: 3 clusters Score -518865.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -518885.656250 Penalty: 4108.738281
	Iteration 35Q: 3 clusters Score -518885.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -518903.187500 Penalty: 4108.738281
	Iteration 36Q: 3 clusters Score -518903.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -518922.937500 Penalty: 4108.738281
	Iteration 37Q: 3 clusters Score -518922.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -518941.500000 Penalty: 4108.738281
	Iteration 38Q: 3 clusters Score -518941.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -518953.250000 Penalty: 4108.738281
	Iteration 39Q: 3 clusters Score -518953.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -518967.250000 Penalty: 4108.738281
	Iteration 40F: 3 clusters Score -518967.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -518978.093750 Penalty: 4108.738281
	Iteration 41Q: 3 clusters Score -518978.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -518988.218750 Penalty: 4108.738281
	Iteration 42Q: 3 clusters Score -518988.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -518998.875000 Penalty: 4108.738281
	Iteration 43Q: 3 clusters Score -518998.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -519008.781250 Penalty: 4108.738281
	Iteration 44Q: 3 clusters Score -519008.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -519020.312500 Penalty: 4108.738281
	Iteration 45Q: 3 clusters Score -519020.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -519029.531250 Penalty: 4108.738281
	Iteration 46Q: 3 clusters Score -519029.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -519037.343750 Penalty: 4108.738281
	Iteration 47Q: 3 clusters Score -519037.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -519045.625000 Penalty: 4108.738281
	Iteration 48Q: 3 clusters Score -519045.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -519053.093750 Penalty: 4108.738281
	Iteration 49Q: 3 clusters Score -519053.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -519058.406250 Penalty: 4108.738281
	Iteration 50Q: 3 clusters Score -519058.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -519064.500000 Penalty: 4108.738281
	Iteration 51Q: 3 clusters Score -519064.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -519071.093750 Penalty: 4108.738281
	Iteration 52Q: 3 clusters Score -519071.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -519073.937500 Penalty: 4108.738281
	Iteration 53Q: 3 clusters Score -519073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -519075.718750 Penalty: 4108.738281
	Iteration 54Q: 3 clusters Score -519075.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -519082.093750 Penalty: 4108.738281
	Iteration 55Q: 3 clusters Score -519082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -519086.968750 Penalty: 4108.738281
	Iteration 56Q: 3 clusters Score -519087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -519093.562500 Penalty: 4108.738281
	Iteration 57Q: 3 clusters Score -519093.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -519097.593750 Penalty: 4108.738281
	Iteration 58Q: 3 clusters Score -519097.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -519100.093750 Penalty: 4108.738281
	Iteration 59Q: 3 clusters Score -519100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -519104.125000 Penalty: 4108.738281
	Iteration 60F: 3 clusters Score -519104.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -519106.843750 Penalty: 4108.738281
	Iteration 61Q: 3 clusters Score -519106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -519108.531250 Penalty: 4108.738281
	Iteration 62Q: 3 clusters Score -519108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -519110.468750 Penalty: 4108.738281
	Iteration 63Q: 3 clusters Score -519110.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -519113.718750 Penalty: 4108.738281
	Iteration 64Q: 3 clusters Score -519113.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -519119.250000 Penalty: 4108.738281
	Iteration 65Q: 3 clusters Score -519119.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -519124.718750 Penalty: 4108.738281
	Iteration 66Q: 3 clusters Score -519124.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -519131.281250 Penalty: 4108.738281
	Iteration 67Q: 3 clusters Score -519131.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -519135.781250 Penalty: 4108.738281
	Iteration 68Q: 3 clusters Score -519135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -519141.218750 Penalty: 4108.738281
	Iteration 69Q: 3 clusters Score -519141.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -519148.343750 Penalty: 4108.738281
	Iteration 70Q: 3 clusters Score -519148.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -519157.312500 Penalty: 4108.738281
	Iteration 71Q: 3 clusters Score -519157.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -519164.031250 Penalty: 4108.738281
	Iteration 72Q: 3 clusters Score -519164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -519167.718750 Penalty: 4108.738281
	Iteration 73Q: 3 clusters Score -519167.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -519170.406250 Penalty: 4108.738281
	Iteration 74Q: 3 clusters Score -519170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -519170.968750 Penalty: 4108.738281
	Iteration 75Q: 3 clusters Score -519171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -519171.562500 Penalty: 4108.738281
	Iteration 76Q: 3 clusters Score -519171.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -519171.562500 Penalty: 4108.738281
	Iteration 77F: 3 clusters Score -519171.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -158648.625000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -156633.828125 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156633.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156983.718750 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -156983.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157077.140625 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157077.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -157176.796875 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -157176.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -157227.296875 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -157227.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -157276.390625 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157276.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -157328.968750 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -157377.359375 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157377.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -157422.906250 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157422.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -157454.750000 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -157470.734375 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157470.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -157484.421875 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -157484.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -157498.640625 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -157498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -157505.750000 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -157505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -157509.000000 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -157509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -157510.359375 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -157510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -157510.625000 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -157510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -157510.625000 Penalty: 3509.601318
	Iteration 17F: 3 clusters Score -157510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (170912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170912 members 
Entering Unmasked Estep 
Score: -23639492.000000 Penalty: 2988.128418
	Iteration 0F: 2 clusters Score -2.363949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 85256 members 
Entering Unmasked Estep 
Score: -23528396.000000 Penalty: 5976.256836
	Iteration 0F: 3 clusters Score -2.35284e+07 nChanged 82037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89793 members 
Mstep: Class 2 contains 81119 members 
Entering Unmasked Estep 
Score: -23577134.000000 Penalty: 5976.256836
	Iteration 1F: 3 clusters Score -2.357713e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -23578786.000000 Penalty: 5976.256836
	Iteration 2Q: 3 clusters Score -2.357879e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 73481 members 
Entering Unmasked Estep 
Score: -23581600.000000 Penalty: 5976.256836
	Iteration 3Q: 3 clusters Score -2.35816e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 66917 members 
Entering Unmasked Estep 
Score: -23586380.000000 Penalty: 5976.256836
	Iteration 4F: 3 clusters Score -2.358638e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112579 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -23593962.000000 Penalty: 5976.256836
	Iteration 5F: 3 clusters Score -2.359396e+07 nChanged 12371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122198 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -23603858.000000 Penalty: 5976.256836
	Iteration 6F: 3 clusters Score -2.360386e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130793 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -23614792.000000 Penalty: 5976.256836
	Iteration 7F: 3 clusters Score -2.361479e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136500 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -23623244.000000 Penalty: 5976.256836
	Iteration 8F: 3 clusters Score -2.362324e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139908 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -23626932.000000 Penalty: 5976.256836
	Iteration 9Q: 3 clusters Score -2.362693e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142796 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -23628644.000000 Penalty: 5976.256836
	Iteration 10Q: 3 clusters Score -2.362864e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145581 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -23629852.000000 Penalty: 5976.256836
	Iteration 11Q: 3 clusters Score -2.362985e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148325 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -23630786.000000 Penalty: 5976.256836
	Iteration 12Q: 3 clusters Score -2.363079e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151020 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -23631798.000000 Penalty: 5976.256836
	Iteration 13Q: 3 clusters Score -2.36318e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153551 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -23632658.000000 Penalty: 5976.256836
	Iteration 14Q: 3 clusters Score -2.363266e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155901 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -23633494.000000 Penalty: 5976.256836
	Iteration 15Q: 3 clusters Score -2.363349e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158028 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -23634058.000000 Penalty: 5976.256836
	Iteration 16Q: 3 clusters Score -2.363406e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159986 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -23634712.000000 Penalty: 5976.256836
	Iteration 17Q: 3 clusters Score -2.363471e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161700 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -23635252.000000 Penalty: 5976.256836
	Iteration 18Q: 3 clusters Score -2.363525e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163280 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -23635632.000000 Penalty: 5976.256836
	Iteration 19Q: 3 clusters Score -2.363563e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164606 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -23635948.000000 Penalty: 5976.256836
	Iteration 20F: 3 clusters Score -2.363595e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165742 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -23636366.000000 Penalty: 5976.256836
	Iteration 21Q: 3 clusters Score -2.363637e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -23636552.000000 Penalty: 5976.256836
	Iteration 22Q: 3 clusters Score -2.363655e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167429 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -23636820.000000 Penalty: 5976.256836
	Iteration 23Q: 3 clusters Score -2.363682e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167994 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -23636856.000000 Penalty: 5976.256836
	Iteration 24Q: 3 clusters Score -2.363686e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168456 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -23636928.000000 Penalty: 5976.256836
	Iteration 25Q: 3 clusters Score -2.363693e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168819 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -23636976.000000 Penalty: 5976.256836
	Iteration 26Q: 3 clusters Score -2.363698e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169116 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -23637028.000000 Penalty: 5976.256836
	Iteration 27Q: 3 clusters Score -2.363703e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169345 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -23637054.000000 Penalty: 5976.256836
	Iteration 28Q: 3 clusters Score -2.363705e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169489 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -23637110.000000 Penalty: 5976.256836
	Iteration 29Q: 3 clusters Score -2.363711e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169613 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -23637120.000000 Penalty: 5976.256836
	Iteration 30Q: 3 clusters Score -2.363712e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -23637148.000000 Penalty: 5976.256836
	Iteration 31Q: 3 clusters Score -2.363715e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169794 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -23637138.000000 Penalty: 5976.256836
	Iteration 32Q: 3 clusters Score -2.363714e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -23637172.000000 Penalty: 5976.256836
	Iteration 33Q: 3 clusters Score -2.363717e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169901 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -23637182.000000 Penalty: 5976.256836
	Iteration 34Q: 3 clusters Score -2.363718e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169938 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -23637184.000000 Penalty: 5976.256836
	Iteration 35Q: 3 clusters Score -2.363718e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169968 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -23637190.000000 Penalty: 5976.256836
	Iteration 36Q: 3 clusters Score -2.363719e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169993 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -23637170.000000 Penalty: 5976.256836
	Iteration 37Q: 3 clusters Score -2.363717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170018 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -23637204.000000 Penalty: 5976.256836
	Iteration 38Q: 3 clusters Score -2.36372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170047 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -23637198.000000 Penalty: 5976.256836
	Iteration 39Q: 3 clusters Score -2.36372e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170075 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -23637224.000000 Penalty: 5976.256836
	Iteration 40F: 3 clusters Score -2.363722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170094 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -23637214.000000 Penalty: 5976.256836
	Iteration 41Q: 3 clusters Score -2.363721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -23637230.000000 Penalty: 5976.256836
	Iteration 42Q: 3 clusters Score -2.363723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170130 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -23637254.000000 Penalty: 5976.256836
	Iteration 43Q: 3 clusters Score -2.363725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170138 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -23637238.000000 Penalty: 5976.256836
	Iteration 44Q: 3 clusters Score -2.363724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170152 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -23637234.000000 Penalty: 5976.256836
	Iteration 45Q: 3 clusters Score -2.363723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170162 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -23637268.000000 Penalty: 5976.256836
	Iteration 46Q: 3 clusters Score -2.363727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -23637264.000000 Penalty: 5976.256836
	Iteration 47Q: 3 clusters Score -2.363726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170178 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -23637272.000000 Penalty: 5976.256836
	Iteration 48Q: 3 clusters Score -2.363727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170188 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -23637274.000000 Penalty: 5976.256836
	Iteration 49Q: 3 clusters Score -2.363727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170196 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -23637274.000000 Penalty: 5976.256836
	Iteration 50Q: 3 clusters Score -2.363727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170204 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -23637290.000000 Penalty: 5976.256836
	Iteration 51Q: 3 clusters Score -2.363729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170213 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -23637292.000000 Penalty: 5976.256836
	Iteration 52Q: 3 clusters Score -2.363729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170222 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -23637292.000000 Penalty: 5976.256836
	Iteration 53Q: 3 clusters Score -2.363729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -23637300.000000 Penalty: 5976.256836
	Iteration 54Q: 3 clusters Score -2.36373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170238 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -23637308.000000 Penalty: 5976.256836
	Iteration 55Q: 3 clusters Score -2.363731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170240 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -23637324.000000 Penalty: 5976.256836
	Iteration 56Q: 3 clusters Score -2.363732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170241 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -23637322.000000 Penalty: 5976.256836
	Iteration 57Q: 3 clusters Score -2.363732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170243 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -23637308.000000 Penalty: 5976.256836
	Iteration 58Q: 3 clusters Score -2.363731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170246 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23637312.000000 Penalty: 5976.256836
	Iteration 59Q: 3 clusters Score -2.363731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170246 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23637306.000000 Penalty: 5976.256836
	Iteration 60F: 3 clusters Score -2.363731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170245 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -23637302.000000 Penalty: 5976.256836
	Iteration 61Q: 3 clusters Score -2.36373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170245 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -23637302.000000 Penalty: 5976.256836
	Iteration 62F: 3 clusters Score -2.36373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (76652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Entering Unmasked Estep 
Score: -10639256.000000 Penalty: 2789.263672
	Iteration 0F: 2 clusters Score -1.063926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -10587935.000000 Penalty: 5578.527344
	Iteration 0F: 3 clusters Score -1.058794e+07 nChanged 35778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -10608099.000000 Penalty: 5578.527344
	Iteration 1F: 3 clusters Score -1.06081e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -10608748.000000 Penalty: 5578.527344
	Iteration 2Q: 3 clusters Score -1.060875e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -10609523.000000 Penalty: 5578.527344
	Iteration 3Q: 3 clusters Score -1.060952e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -10610259.000000 Penalty: 5578.527344
	Iteration 4Q: 3 clusters Score -1.061026e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -10611121.000000 Penalty: 5578.527344
	Iteration 5Q: 3 clusters Score -1.061112e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -10612185.000000 Penalty: 5578.527344
	Iteration 6Q: 3 clusters Score -1.061218e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -10613646.000000 Penalty: 5578.527344
	Iteration 7Q: 3 clusters Score -1.061365e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -10615687.000000 Penalty: 5578.527344
	Iteration 8F: 3 clusters Score -1.061569e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -10618605.000000 Penalty: 5578.527344
	Iteration 9F: 3 clusters Score -1.06186e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -10622536.000000 Penalty: 5578.527344
	Iteration 10F: 3 clusters Score -1.062254e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -10626829.000000 Penalty: 5578.527344
	Iteration 11F: 3 clusters Score -1.062683e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -10630654.000000 Penalty: 5578.527344
	Iteration 12F: 3 clusters Score -1.063065e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -10633143.000000 Penalty: 5578.527344
	Iteration 13Q: 3 clusters Score -1.063314e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -10634780.000000 Penalty: 5578.527344
	Iteration 14Q: 3 clusters Score -1.063478e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -10635721.000000 Penalty: 5578.527344
	Iteration 15Q: 3 clusters Score -1.063572e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -10636168.000000 Penalty: 5578.527344
	Iteration 16Q: 3 clusters Score -1.063617e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -10636380.000000 Penalty: 5578.527344
	Iteration 17Q: 3 clusters Score -1.063638e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -10636541.000000 Penalty: 5578.527344
	Iteration 18Q: 3 clusters Score -1.063654e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -10636644.000000 Penalty: 5578.527344
	Iteration 19Q: 3 clusters Score -1.063664e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -10636677.000000 Penalty: 5578.527344
	Iteration 20F: 3 clusters Score -1.063668e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -10636758.000000 Penalty: 5578.527344
	Iteration 21Q: 3 clusters Score -1.063676e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -10636809.000000 Penalty: 5578.527344
	Iteration 22Q: 3 clusters Score -1.063681e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -10636849.000000 Penalty: 5578.527344
	Iteration 23Q: 3 clusters Score -1.063685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -10636857.000000 Penalty: 5578.527344
	Iteration 24Q: 3 clusters Score -1.063686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -10636891.000000 Penalty: 5578.527344
	Iteration 25Q: 3 clusters Score -1.063689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -10636897.000000 Penalty: 5578.527344
	Iteration 26Q: 3 clusters Score -1.06369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -10636935.000000 Penalty: 5578.527344
	Iteration 27Q: 3 clusters Score -1.063694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -10636936.000000 Penalty: 5578.527344
	Iteration 28Q: 3 clusters Score -1.063694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -10636944.000000 Penalty: 5578.527344
	Iteration 29Q: 3 clusters Score -1.063694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -10636955.000000 Penalty: 5578.527344
	Iteration 30Q: 3 clusters Score -1.063696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -10636961.000000 Penalty: 5578.527344
	Iteration 31Q: 3 clusters Score -1.063696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -10636975.000000 Penalty: 5578.527344
	Iteration 32Q: 3 clusters Score -1.063698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -10636979.000000 Penalty: 5578.527344
	Iteration 33Q: 3 clusters Score -1.063698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -10636979.000000 Penalty: 5578.527344
	Iteration 34F: 3 clusters Score -1.063698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -160521.531250 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -160521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158444.265625 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -158444.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -158799.109375 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -158799.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -158955.718750 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -158955.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159058.953125 Penalty: 3522.022705
	Iteration 3Q: 3 clusters Score -159059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -159110.109375 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -159110.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -159145.093750 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -159145.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -159169.468750 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -159169.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -159188.437500 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -159188.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -159204.140625 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -159204.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -159212.390625 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -159212.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -159220.609375 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -159220.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -159226.968750 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -159227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -159231.671875 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -159231.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -159236.578125 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -159236.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -159239.812500 Penalty: 3522.022705
	Iteration 14Q: 3 clusters Score -159239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -159241.125000 Penalty: 3522.022705
	Iteration 15Q: 3 clusters Score -159241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -159242.343750 Penalty: 3522.022705
	Iteration 16Q: 3 clusters Score -159242.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -159242.343750 Penalty: 3522.022705
	Iteration 17F: 3 clusters Score -159242.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -13573.099609 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -13573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12669.141602 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -12669.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12684.480469 Penalty: 2386.843506
	Iteration 1Q: 3 clusters Score -12684.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12684.480469 Penalty: 2386.843506
	Iteration 2F: 3 clusters Score -12684.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Entering Unmasked Estep 
Score: -11429962.000000 Penalty: 2806.222656
	Iteration 0F: 2 clusters Score -1.142996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -11374974.000000 Penalty: 5612.445312
	Iteration 0F: 3 clusters Score -1.137497e+07 nChanged 38702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -11396789.000000 Penalty: 5612.445312
	Iteration 1F: 3 clusters Score -1.139679e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -11397477.000000 Penalty: 5612.445312
	Iteration 2Q: 3 clusters Score -1.139748e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -11398278.000000 Penalty: 5612.445312
	Iteration 3Q: 3 clusters Score -1.139828e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -11399304.000000 Penalty: 5612.445312
	Iteration 4Q: 3 clusters Score -1.13993e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -11400815.000000 Penalty: 5612.445312
	Iteration 5Q: 3 clusters Score -1.140082e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -11403279.000000 Penalty: 5612.445312
	Iteration 6F: 3 clusters Score -1.140328e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -11407189.000000 Penalty: 5612.445312
	Iteration 7F: 3 clusters Score -1.140719e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -11412183.000000 Penalty: 5612.445312
	Iteration 8F: 3 clusters Score -1.141218e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -11417431.000000 Penalty: 5612.445312
	Iteration 9F: 3 clusters Score -1.141743e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -11421461.000000 Penalty: 5612.445312
	Iteration 10F: 3 clusters Score -1.142146e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 74381 members 
Entering Unmasked Estep 
Score: -11424047.000000 Penalty: 5612.445312
	Iteration 11Q: 3 clusters Score -1.142405e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 76353 members 
Entering Unmasked Estep 
Score: -11425779.000000 Penalty: 5612.445312
	Iteration 12Q: 3 clusters Score -1.142578e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -11426827.000000 Penalty: 5612.445312
	Iteration 13Q: 3 clusters Score -1.142683e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -11427352.000000 Penalty: 5612.445312
	Iteration 14Q: 3 clusters Score -1.142735e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -11427727.000000 Penalty: 5612.445312
	Iteration 15Q: 3 clusters Score -1.142773e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -11428006.000000 Penalty: 5612.445312
	Iteration 16Q: 3 clusters Score -1.142801e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -11428136.000000 Penalty: 5612.445312
	Iteration 17Q: 3 clusters Score -1.142814e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -11428223.000000 Penalty: 5612.445312
	Iteration 18Q: 3 clusters Score -1.142822e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 79925 members 
Entering Unmasked Estep 
Score: -11428287.000000 Penalty: 5612.445312
	Iteration 19Q: 3 clusters Score -1.142829e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -11428326.000000 Penalty: 5612.445312
	Iteration 20F: 3 clusters Score -1.142833e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -11428380.000000 Penalty: 5612.445312
	Iteration 21Q: 3 clusters Score -1.142838e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -11428400.000000 Penalty: 5612.445312
	Iteration 22Q: 3 clusters Score -1.14284e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -11428401.000000 Penalty: 5612.445312
	Iteration 23Q: 3 clusters Score -1.14284e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -11428431.000000 Penalty: 5612.445312
	Iteration 24Q: 3 clusters Score -1.142843e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -11428427.000000 Penalty: 5612.445312
	Iteration 25Q: 3 clusters Score -1.142843e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -11428426.000000 Penalty: 5612.445312
	Iteration 26Q: 3 clusters Score -1.142843e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -11428430.000000 Penalty: 5612.445312
	Iteration 27Q: 3 clusters Score -1.142843e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 80518 members 
Entering Unmasked Estep 
Score: -11428443.000000 Penalty: 5612.445312
	Iteration 28Q: 3 clusters Score -1.142844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -11428447.000000 Penalty: 5612.445312
	Iteration 29Q: 3 clusters Score -1.142845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -11428453.000000 Penalty: 5612.445312
	Iteration 30Q: 3 clusters Score -1.142845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -11428457.000000 Penalty: 5612.445312
	Iteration 31Q: 3 clusters Score -1.142846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 80575 members 
Entering Unmasked Estep 
Score: -11428465.000000 Penalty: 5612.445312
	Iteration 32Q: 3 clusters Score -1.142846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -11428462.000000 Penalty: 5612.445312
	Iteration 33Q: 3 clusters Score -1.142846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -11428486.000000 Penalty: 5612.445312
	Iteration 34Q: 3 clusters Score -1.142849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -11428492.000000 Penalty: 5612.445312
	Iteration 35Q: 3 clusters Score -1.142849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -11428493.000000 Penalty: 5612.445312
	Iteration 36Q: 3 clusters Score -1.142849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -11428498.000000 Penalty: 5612.445312
	Iteration 37Q: 3 clusters Score -1.14285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -11428496.000000 Penalty: 5612.445312
	Iteration 38Q: 3 clusters Score -1.14285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -11428499.000000 Penalty: 5612.445312
	Iteration 39Q: 3 clusters Score -1.14285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -11428504.000000 Penalty: 5612.445312
	Iteration 40F: 3 clusters Score -1.14285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 80629 members 
Entering Unmasked Estep 
Score: -11428503.000000 Penalty: 5612.445312
	Iteration 41Q: 3 clusters Score -1.14285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 80632 members 
Entering Unmasked Estep 
Score: -11428504.000000 Penalty: 5612.445312
	Iteration 42Q: 3 clusters Score -1.14285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -11428510.000000 Penalty: 5612.445312
	Iteration 43Q: 3 clusters Score -1.142851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -11428510.000000 Penalty: 5612.445312
	Iteration 44Q: 3 clusters Score -1.142851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -11428510.000000 Penalty: 5612.445312
	Iteration 45F: 3 clusters Score -1.142851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -23335.710938 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -23335.71 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 94 members 
Entering Unmasked Estep 
Score: -22207.863281 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -22207.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22261.242188 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -22261.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22267.283203 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -22267.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22281.025391 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -22281.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22288.677734 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -22288.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22293.619141 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -22293.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22293.619141 Penalty: 2632.900635
	Iteration 6F: 3 clusters Score -22293.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 130875 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54300 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 134877 members 
Mstep: Class 9 contains 14544 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 162443 members 
Mstep: Class 14 contains 93579 members 
Mstep: Class 15 contains 5509 members 
Mstep: Class 16 contains 34134 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170912 members 
Mstep: Class 21 contains 76652 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82077 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452208.000000 Penalty: 85743.609375
Iteration 359Q: 26 clusters Score -1.374522e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 130807 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54307 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 135097 members 
Mstep: Class 9 contains 14550 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 162317 members 
Mstep: Class 14 contains 93555 members 
Mstep: Class 15 contains 5506 members 
Mstep: Class 16 contains 34122 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170844 members 
Mstep: Class 21 contains 76726 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82068 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452288.000000 Penalty: 85743.609375
Iteration 360F: 26 clusters Score -1.374523e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 130760 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54313 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 135278 members 
Mstep: Class 9 contains 14549 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 162177 members 
Mstep: Class 14 contains 93541 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 34121 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3956 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170788 members 
Mstep: Class 21 contains 76794 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82078 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452544.000000 Penalty: 85743.609375
Iteration 361Q: 26 clusters Score -1.374525e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 130716 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54333 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 135418 members 
Mstep: Class 9 contains 14554 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 162038 members 
Mstep: Class 14 contains 93536 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 34111 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3958 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170759 members 
Mstep: Class 21 contains 76866 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82068 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452816.000000 Penalty: 85743.609375
Iteration 362Q: 26 clusters Score -1.374528e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 130659 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54335 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 135589 members 
Mstep: Class 9 contains 14552 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 161904 members 
Mstep: Class 14 contains 93530 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 34104 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170734 members 
Mstep: Class 21 contains 76932 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82060 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452800.000000 Penalty: 85743.609375
Iteration 363Q: 26 clusters Score -1.374528e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 130614 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54341 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 135725 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 161775 members 
Mstep: Class 14 contains 93539 members 
Mstep: Class 15 contains 5506 members 
Mstep: Class 16 contains 34089 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170710 members 
Mstep: Class 21 contains 76989 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82056 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452976.000000 Penalty: 85743.609375
Iteration 364Q: 26 clusters Score -1.37453e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 130577 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54355 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 135865 members 
Mstep: Class 9 contains 14549 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 161681 members 
Mstep: Class 14 contains 93541 members 
Mstep: Class 15 contains 5502 members 
Mstep: Class 16 contains 34071 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170646 members 
Mstep: Class 21 contains 77032 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82056 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453008.000000 Penalty: 85743.609375
Iteration 365Q: 26 clusters Score -1.37453e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 130540 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54364 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 135993 members 
Mstep: Class 9 contains 14552 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2950 members 
Mstep: Class 13 contains 161588 members 
Mstep: Class 14 contains 93529 members 
Mstep: Class 15 contains 5499 members 
Mstep: Class 16 contains 34063 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170595 members 
Mstep: Class 21 contains 77083 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82065 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453232.000000 Penalty: 85743.609375
Iteration 366Q: 26 clusters Score -1.374532e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 130501 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54368 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 136137 members 
Mstep: Class 9 contains 14552 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 161503 members 
Mstep: Class 14 contains 93513 members 
Mstep: Class 15 contains 5495 members 
Mstep: Class 16 contains 34056 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3989 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170546 members 
Mstep: Class 21 contains 77135 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82051 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453472.000000 Penalty: 85743.609375
Iteration 367Q: 26 clusters Score -1.374535e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 130444 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54373 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 136262 members 
Mstep: Class 9 contains 14547 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 161428 members 
Mstep: Class 14 contains 93517 members 
Mstep: Class 15 contains 5493 members 
Mstep: Class 16 contains 34059 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3990 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170491 members 
Mstep: Class 21 contains 77194 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82050 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453408.000000 Penalty: 85743.609375
Iteration 368Q: 26 clusters Score -1.374534e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 130412 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54384 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 136383 members 
Mstep: Class 9 contains 14542 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 161347 members 
Mstep: Class 14 contains 93518 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 34051 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170455 members 
Mstep: Class 21 contains 77238 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82048 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453696.000000 Penalty: 85743.609375
Iteration 369Q: 26 clusters Score -1.374537e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 130370 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54385 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 136506 members 
Mstep: Class 9 contains 14542 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 161298 members 
Mstep: Class 14 contains 93505 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 34047 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3984 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170417 members 
Mstep: Class 21 contains 77283 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82029 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453616.000000 Penalty: 85743.609375
Iteration 370Q: 26 clusters Score -1.374536e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 130318 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54392 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 136649 members 
Mstep: Class 9 contains 14538 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 161236 members 
Mstep: Class 14 contains 93493 members 
Mstep: Class 15 contains 5478 members 
Mstep: Class 16 contains 34044 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170389 members 
Mstep: Class 21 contains 77310 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82019 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453696.000000 Penalty: 85743.609375
Iteration 371Q: 26 clusters Score -1.374537e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 130274 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54398 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 136757 members 
Mstep: Class 9 contains 14543 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 161169 members 
Mstep: Class 14 contains 93489 members 
Mstep: Class 15 contains 5471 members 
Mstep: Class 16 contains 34041 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3986 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170344 members 
Mstep: Class 21 contains 77353 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82021 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453616.000000 Penalty: 85743.609375
Iteration 372Q: 26 clusters Score -1.374536e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 130230 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54400 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 136868 members 
Mstep: Class 9 contains 14543 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 161127 members 
Mstep: Class 14 contains 93490 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 34035 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170317 members 
Mstep: Class 21 contains 77383 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82013 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453552.000000 Penalty: 85743.609375
Iteration 373Q: 26 clusters Score -1.374536e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 130170 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54405 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 136968 members 
Mstep: Class 9 contains 14541 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 161077 members 
Mstep: Class 14 contains 93491 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 34035 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3983 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170298 members 
Mstep: Class 21 contains 77421 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82008 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453456.000000 Penalty: 85743.609375
Iteration 374Q: 26 clusters Score -1.374535e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 130168 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54414 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137047 members 
Mstep: Class 9 contains 14540 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 161032 members 
Mstep: Class 14 contains 93487 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 34027 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3983 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170241 members 
Mstep: Class 21 contains 77450 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82009 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453184.000000 Penalty: 85743.609375
Iteration 375Q: 26 clusters Score -1.374532e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 130152 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54417 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137134 members 
Mstep: Class 9 contains 14547 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 161011 members 
Mstep: Class 14 contains 93484 members 
Mstep: Class 15 contains 5457 members 
Mstep: Class 16 contains 34012 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170181 members 
Mstep: Class 21 contains 77478 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82008 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453232.000000 Penalty: 85743.609375
Iteration 376Q: 26 clusters Score -1.374532e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 130121 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54422 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137208 members 
Mstep: Class 9 contains 14562 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160989 members 
Mstep: Class 14 contains 93478 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 34007 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3979 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170133 members 
Mstep: Class 21 contains 77501 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82005 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453296.000000 Penalty: 85743.609375
Iteration 377Q: 26 clusters Score -1.374533e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 130117 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54424 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137253 members 
Mstep: Class 9 contains 14570 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160967 members 
Mstep: Class 14 contains 93488 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 34006 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3977 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170086 members 
Mstep: Class 21 contains 77529 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81995 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453200.000000 Penalty: 85743.609375
Iteration 378Q: 26 clusters Score -1.374532e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 130104 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54433 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137293 members 
Mstep: Class 9 contains 14573 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 160911 members 
Mstep: Class 14 contains 93483 members 
Mstep: Class 15 contains 5447 members 
Mstep: Class 16 contains 34001 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170061 members 
Mstep: Class 21 contains 77571 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82006 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453296.000000 Penalty: 85743.609375
Iteration 379Q: 26 clusters Score -1.374533e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 130114 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54446 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137314 members 
Mstep: Class 9 contains 14579 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 160850 members 
Mstep: Class 14 contains 93485 members 
Mstep: Class 15 contains 5441 members 
Mstep: Class 16 contains 33986 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170043 members 
Mstep: Class 21 contains 77607 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82027 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453360.000000 Penalty: 85743.609375
Iteration 380F: 26 clusters Score -1.374534e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 130113 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54451 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137338 members 
Mstep: Class 9 contains 14587 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 160806 members 
Mstep: Class 14 contains 93480 members 
Mstep: Class 15 contains 5428 members 
Mstep: Class 16 contains 33988 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170026 members 
Mstep: Class 21 contains 77656 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82029 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453360.000000 Penalty: 85743.609375
Iteration 381Q: 26 clusters Score -1.374534e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 130119 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54460 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 137369 members 
Mstep: Class 9 contains 14585 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 160749 members 
Mstep: Class 14 contains 93474 members 
Mstep: Class 15 contains 5417 members 
Mstep: Class 16 contains 33987 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170031 members 
Mstep: Class 21 contains 77690 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82022 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453248.000000 Penalty: 85743.609375
Iteration 382Q: 26 clusters Score -1.374532e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 130133 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54465 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137398 members 
Mstep: Class 9 contains 14587 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160703 members 
Mstep: Class 14 contains 93478 members 
Mstep: Class 15 contains 5408 members 
Mstep: Class 16 contains 33978 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170017 members 
Mstep: Class 21 contains 77721 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82017 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452960.000000 Penalty: 85743.609375
Iteration 383Q: 26 clusters Score -1.37453e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 130126 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54466 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137409 members 
Mstep: Class 9 contains 14595 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160674 members 
Mstep: Class 14 contains 93483 members 
Mstep: Class 15 contains 5404 members 
Mstep: Class 16 contains 33973 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170017 members 
Mstep: Class 21 contains 77744 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82008 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453120.000000 Penalty: 85743.609375
Iteration 384Q: 26 clusters Score -1.374531e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 130115 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54468 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137427 members 
Mstep: Class 9 contains 14593 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 160616 members 
Mstep: Class 14 contains 93487 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 33965 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170049 members 
Mstep: Class 21 contains 77772 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82005 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453008.000000 Penalty: 85743.609375
Iteration 385Q: 26 clusters Score -1.37453e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 130113 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54474 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137450 members 
Mstep: Class 9 contains 14589 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 160548 members 
Mstep: Class 14 contains 93495 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 33955 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170058 members 
Mstep: Class 21 contains 77812 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 82001 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453104.000000 Penalty: 85743.609375
Iteration 386Q: 26 clusters Score -1.374531e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 130106 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54480 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137462 members 
Mstep: Class 9 contains 14591 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160483 members 
Mstep: Class 14 contains 93499 members 
Mstep: Class 15 contains 5401 members 
Mstep: Class 16 contains 33951 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170076 members 
Mstep: Class 21 contains 77848 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81993 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453072.000000 Penalty: 85743.609375
Iteration 387Q: 26 clusters Score -1.374531e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 130123 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54488 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137486 members 
Mstep: Class 9 contains 14587 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160418 members 
Mstep: Class 14 contains 93505 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 33942 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170074 members 
Mstep: Class 21 contains 77884 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81989 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453296.000000 Penalty: 85743.609375
Iteration 388Q: 26 clusters Score -1.374533e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 130125 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54493 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137516 members 
Mstep: Class 9 contains 14585 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160366 members 
Mstep: Class 14 contains 93510 members 
Mstep: Class 15 contains 5393 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170092 members 
Mstep: Class 21 contains 77907 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81973 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453216.000000 Penalty: 85743.609375
Iteration 389Q: 26 clusters Score -1.374532e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 130126 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54498 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137547 members 
Mstep: Class 9 contains 14586 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160313 members 
Mstep: Class 14 contains 93517 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170085 members 
Mstep: Class 21 contains 77938 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81967 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453136.000000 Penalty: 85743.609375
Iteration 390Q: 26 clusters Score -1.374531e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 130117 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54501 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137564 members 
Mstep: Class 9 contains 14594 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160281 members 
Mstep: Class 14 contains 93523 members 
Mstep: Class 15 contains 5384 members 
Mstep: Class 16 contains 33920 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170070 members 
Mstep: Class 21 contains 77962 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81972 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453104.000000 Penalty: 85743.609375
Iteration 391Q: 26 clusters Score -1.374531e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 130104 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54510 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137577 members 
Mstep: Class 9 contains 14611 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160246 members 
Mstep: Class 14 contains 93520 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 33912 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170063 members 
Mstep: Class 21 contains 77993 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81969 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453280.000000 Penalty: 85743.609375
Iteration 392Q: 26 clusters Score -1.374533e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 130099 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54510 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 137595 members 
Mstep: Class 9 contains 14616 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160220 members 
Mstep: Class 14 contains 93521 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 33908 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170049 members 
Mstep: Class 21 contains 78020 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81964 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453232.000000 Penalty: 85743.609375
Iteration 393Q: 26 clusters Score -1.374532e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 130094 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54511 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137590 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160203 members 
Mstep: Class 14 contains 93515 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 33896 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170062 members 
Mstep: Class 21 contains 78047 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81958 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453120.000000 Penalty: 85743.609375
Iteration 394Q: 26 clusters Score -1.374531e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 130093 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54516 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137582 members 
Mstep: Class 9 contains 14629 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160191 members 
Mstep: Class 14 contains 93522 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 33889 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170074 members 
Mstep: Class 21 contains 78064 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81952 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453248.000000 Penalty: 85743.609375
Iteration 395Q: 26 clusters Score -1.374532e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 130085 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54525 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137578 members 
Mstep: Class 9 contains 14639 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160158 members 
Mstep: Class 14 contains 93531 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 33887 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170082 members 
Mstep: Class 21 contains 78085 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81949 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453296.000000 Penalty: 85743.609375
Iteration 396Q: 26 clusters Score -1.374533e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 130071 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54530 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 137562 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160135 members 
Mstep: Class 14 contains 93531 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 33887 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170090 members 
Mstep: Class 21 contains 78116 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81948 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453344.000000 Penalty: 85743.609375
Iteration 397Q: 26 clusters Score -1.374533e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 130074 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54531 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 137550 members 
Mstep: Class 9 contains 14653 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 160111 members 
Mstep: Class 14 contains 93528 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 33887 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170103 members 
Mstep: Class 21 contains 78144 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81938 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453360.000000 Penalty: 85743.609375
Iteration 398Q: 26 clusters Score -1.374534e+08 nChanged 323
Entering ConstructFrom: 
Score: -137453360.000000 Penalty: 85743.609375
Entering ConstructFrom: 
Trying to split cluster 1 (36051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Entering Unmasked Estep 
Score: -5025697.500000 Penalty: 2602.187256
	Iteration 0F: 2 clusters Score -5025698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -5001288.500000 Penalty: 5204.374512
	Iteration 0F: 3 clusters Score -5001288 nChanged 16325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -5010219.000000 Penalty: 5204.374512
	Iteration 1F: 3 clusters Score -5010219 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -5010617.000000 Penalty: 5204.374512
	Iteration 2Q: 3 clusters Score -5010617 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -5011024.500000 Penalty: 5204.374512
	Iteration 3Q: 3 clusters Score -5011024 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -5011346.000000 Penalty: 5204.374512
	Iteration 4Q: 3 clusters Score -5011346 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -5011682.000000 Penalty: 5204.374512
	Iteration 5Q: 3 clusters Score -5011682 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -5012030.500000 Penalty: 5204.374512
	Iteration 6Q: 3 clusters Score -5012030 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -5012393.500000 Penalty: 5204.374512
	Iteration 7Q: 3 clusters Score -5012394 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -5012861.500000 Penalty: 5204.374512
	Iteration 8Q: 3 clusters Score -5012862 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5013437.500000 Penalty: 5204.374512
	Iteration 9Q: 3 clusters Score -5013438 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -5014305.000000 Penalty: 5204.374512
	Iteration 10Q: 3 clusters Score -5014305 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -5015563.500000 Penalty: 5204.374512
	Iteration 11F: 3 clusters Score -5015564 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -5016969.000000 Penalty: 5204.374512
	Iteration 12F: 3 clusters Score -5016969 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -5018170.000000 Penalty: 5204.374512
	Iteration 13F: 3 clusters Score -5018170 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -5018808.500000 Penalty: 5204.374512
	Iteration 14Q: 3 clusters Score -5018808 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5019091.500000 Penalty: 5204.374512
	Iteration 15Q: 3 clusters Score -5019092 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -5019214.500000 Penalty: 5204.374512
	Iteration 16Q: 3 clusters Score -5019214 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -5019294.000000 Penalty: 5204.374512
	Iteration 17Q: 3 clusters Score -5019294 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -5019330.000000 Penalty: 5204.374512
	Iteration 18Q: 3 clusters Score -5019330 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -5019378.500000 Penalty: 5204.374512
	Iteration 19Q: 3 clusters Score -5019378 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -5019446.500000 Penalty: 5204.374512
	Iteration 20F: 3 clusters Score -5019446 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -5019479.500000 Penalty: 5204.374512
	Iteration 21Q: 3 clusters Score -5019480 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -5019510.500000 Penalty: 5204.374512
	Iteration 22Q: 3 clusters Score -5019510 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -5019570.500000 Penalty: 5204.374512
	Iteration 23Q: 3 clusters Score -5019570 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -5019631.500000 Penalty: 5204.374512
	Iteration 24Q: 3 clusters Score -5019632 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -5019668.500000 Penalty: 5204.374512
	Iteration 25Q: 3 clusters Score -5019668 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -5019702.000000 Penalty: 5204.374512
	Iteration 26Q: 3 clusters Score -5019702 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -5019757.000000 Penalty: 5204.374512
	Iteration 27Q: 3 clusters Score -5019757 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -5019778.500000 Penalty: 5204.374512
	Iteration 28Q: 3 clusters Score -5019778 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5019829 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -5019901.500000 Penalty: 5204.374512
	Iteration 30Q: 3 clusters Score -5019902 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5019993 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5020059 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5020126 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -5020209.500000 Penalty: 5204.374512
	Iteration 34Q: 3 clusters Score -5020210 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5020263 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5020311.500000 Penalty: 5204.374512
	Iteration 36Q: 3 clusters Score -5020312 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5020372 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5020424 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5020484 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -5020558.500000 Penalty: 5204.374512
	Iteration 40F: 3 clusters Score -5020558 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -5020632.500000 Penalty: 5204.374512
	Iteration 41Q: 3 clusters Score -5020632 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -5020699.500000 Penalty: 5204.374512
	Iteration 42Q: 3 clusters Score -5020700 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5020766 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5020835 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -5020895.500000 Penalty: 5204.374512
	Iteration 45Q: 3 clusters Score -5020896 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -5020948.000000 Penalty: 5204.374512
	Iteration 46Q: 3 clusters Score -5020948 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -5021020.000000 Penalty: 5204.374512
	Iteration 47Q: 3 clusters Score -5021020 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5021086 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -5021202.000000 Penalty: 5204.374512
	Iteration 49Q: 3 clusters Score -5021202 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5021284 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5021348 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -5021421.500000 Penalty: 5204.374512
	Iteration 52Q: 3 clusters Score -5021422 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5021481 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -5021548.500000 Penalty: 5204.374512
	Iteration 54Q: 3 clusters Score -5021548 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -5021626.500000 Penalty: 5204.374512
	Iteration 55Q: 3 clusters Score -5021626 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -5021665.500000 Penalty: 5204.374512
	Iteration 56Q: 3 clusters Score -5021666 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -5021734.500000 Penalty: 5204.374512
	Iteration 57Q: 3 clusters Score -5021734 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5021818 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5021889 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5021964 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -5022047.500000 Penalty: 5204.374512
	Iteration 61Q: 3 clusters Score -5022048 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -5022141.000000 Penalty: 5204.374512
	Iteration 62Q: 3 clusters Score -5022141 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5022218 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5022300 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5022389 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5022472 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5022552 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5022662 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5022736 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5022790 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5022872 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -5022932.500000 Penalty: 5204.374512
	Iteration 72Q: 3 clusters Score -5022932 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -5022993.000000 Penalty: 5204.374512
	Iteration 73Q: 3 clusters Score -5022993 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -5023091.500000 Penalty: 5204.374512
	Iteration 74Q: 3 clusters Score -5023092 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -5023165.000000 Penalty: 5204.374512
	Iteration 75Q: 3 clusters Score -5023165 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -5023240.000000 Penalty: 5204.374512
	Iteration 76Q: 3 clusters Score -5023240 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -5023283.500000 Penalty: 5204.374512
	Iteration 77Q: 3 clusters Score -5023284 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -5023329.000000 Penalty: 5204.374512
	Iteration 78Q: 3 clusters Score -5023329 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5023370 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -5023403.500000 Penalty: 5204.374512
	Iteration 80F: 3 clusters Score -5023404 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -5023448.000000 Penalty: 5204.374512
	Iteration 81Q: 3 clusters Score -5023448 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -5023477.500000 Penalty: 5204.374512
	Iteration 82Q: 3 clusters Score -5023478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -5023479.500000 Penalty: 5204.374512
	Iteration 83Q: 3 clusters Score -5023480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -5023500.500000 Penalty: 5204.374512
	Iteration 84Q: 3 clusters Score -5023500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -5023523.500000 Penalty: 5204.374512
	Iteration 85Q: 3 clusters Score -5023524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -5023546.000000 Penalty: 5204.374512
	Iteration 86Q: 3 clusters Score -5023546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -5023560.000000 Penalty: 5204.374512
	Iteration 87Q: 3 clusters Score -5023560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -5023563.500000 Penalty: 5204.374512
	Iteration 88Q: 3 clusters Score -5023564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -5023570.500000 Penalty: 5204.374512
	Iteration 89Q: 3 clusters Score -5023570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -5023591.500000 Penalty: 5204.374512
	Iteration 90Q: 3 clusters Score -5023592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -5023608.000000 Penalty: 5204.374512
	Iteration 91Q: 3 clusters Score -5023608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -5023599.000000 Penalty: 5204.374512
	Iteration 92Q: 3 clusters Score -5023599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -5023601.500000 Penalty: 5204.374512
	Iteration 93Q: 3 clusters Score -5023602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -5023612.500000 Penalty: 5204.374512
	Iteration 94Q: 3 clusters Score -5023612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -5023627.000000 Penalty: 5204.374512
	Iteration 95Q: 3 clusters Score -5023627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -5023630.000000 Penalty: 5204.374512
	Iteration 96Q: 3 clusters Score -5023630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -5023637.500000 Penalty: 5204.374512
	Iteration 97Q: 3 clusters Score -5023638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -5023633.500000 Penalty: 5204.374512
	Iteration 98Q: 3 clusters Score -5023634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -5023639.000000 Penalty: 5204.374512
	Iteration 99Q: 3 clusters Score -5023639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -5023636.500000 Penalty: 5204.374512
	Iteration 100F: 3 clusters Score -5023636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -5023637.500000 Penalty: 5204.374512
	Iteration 101Q: 3 clusters Score -5023638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5023636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -5023641.000000 Penalty: 5204.374512
	Iteration 103Q: 3 clusters Score -5023641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -5023643.000000 Penalty: 5204.374512
	Iteration 104Q: 3 clusters Score -5023643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5023642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -5023649.000000 Penalty: 5204.374512
	Iteration 106Q: 3 clusters Score -5023649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5023646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -5023645.000000 Penalty: 5204.374512
	Iteration 108Q: 3 clusters Score -5023645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -5023652.500000 Penalty: 5204.374512
	Iteration 109Q: 3 clusters Score -5023652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5023642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5023649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -5023650.500000 Penalty: 5204.374512
	Iteration 112Q: 3 clusters Score -5023650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5023650 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5023646 nChanged 3
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Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5023649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5023648 nChanged 3
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Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5023652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5023648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -5023668.500000 Penalty: 5204.374512
	Iteration 119Q: 3 clusters Score -5023668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -5023667.500000 Penalty: 5204.374512
	Iteration 120F: 3 clusters Score -5023668 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -5023665.500000 Penalty: 5204.374512
	Iteration 121Q: 3 clusters Score -5023666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -5023661.500000 Penalty: 5204.374512
	Iteration 122Q: 3 clusters Score -5023662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -5023667.000000 Penalty: 5204.374512
	Iteration 123Q: 3 clusters Score -5023667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -5023667.000000 Penalty: 5204.374512
	Iteration 124F: 3 clusters Score -5023667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (130064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130064 members 
Entering Unmasked Estep 
Score: -17916058.000000 Penalty: 2920.393799
	Iteration 0F: 2 clusters Score -1.791606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -17829358.000000 Penalty: 5840.787598
	Iteration 0F: 3 clusters Score -1.782936e+07 nChanged 61673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -17864494.000000 Penalty: 5840.787598
	Iteration 1F: 3 clusters Score -1.786449e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -17865458.000000 Penalty: 5840.787598
	Iteration 2Q: 3 clusters Score -1.786546e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -17866688.000000 Penalty: 5840.787598
	Iteration 3Q: 3 clusters Score -1.786669e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -17868530.000000 Penalty: 5840.787598
	Iteration 4Q: 3 clusters Score -1.786853e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -17871020.000000 Penalty: 5840.787598
	Iteration 5Q: 3 clusters Score -1.787102e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -17875004.000000 Penalty: 5840.787598
	Iteration 6F: 3 clusters Score -1.7875e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -17880816.000000 Penalty: 5840.787598
	Iteration 7F: 3 clusters Score -1.788082e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -17887980.000000 Penalty: 5840.787598
	Iteration 8F: 3 clusters Score -1.788798e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -17894282.000000 Penalty: 5840.787598
	Iteration 9F: 3 clusters Score -1.789428e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68265 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -17897172.000000 Penalty: 5840.787598
	Iteration 10F: 3 clusters Score -1.789717e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -17898246.000000 Penalty: 5840.787598
	Iteration 11Q: 3 clusters Score -1.789825e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -17898608.000000 Penalty: 5840.787598
	Iteration 12Q: 3 clusters Score -1.789861e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -17898838.000000 Penalty: 5840.787598
	Iteration 13Q: 3 clusters Score -1.789884e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -17899038.000000 Penalty: 5840.787598
	Iteration 14Q: 3 clusters Score -1.789904e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -17899184.000000 Penalty: 5840.787598
	Iteration 15Q: 3 clusters Score -1.789918e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70277 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -17899366.000000 Penalty: 5840.787598
	Iteration 16Q: 3 clusters Score -1.789937e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -17899508.000000 Penalty: 5840.787598
	Iteration 17Q: 3 clusters Score -1.789951e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -17899580.000000 Penalty: 5840.787598
	Iteration 18Q: 3 clusters Score -1.789958e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -17899686.000000 Penalty: 5840.787598
	Iteration 19Q: 3 clusters Score -1.789969e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71743 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -17899818.000000 Penalty: 5840.787598
	Iteration 20F: 3 clusters Score -1.789982e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -17899868.000000 Penalty: 5840.787598
	Iteration 21Q: 3 clusters Score -1.789987e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -17900024.000000 Penalty: 5840.787598
	Iteration 22Q: 3 clusters Score -1.790002e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -17900138.000000 Penalty: 5840.787598
	Iteration 23Q: 3 clusters Score -1.790014e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -17900188.000000 Penalty: 5840.787598
	Iteration 24Q: 3 clusters Score -1.790019e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74139 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -17900288.000000 Penalty: 5840.787598
	Iteration 25Q: 3 clusters Score -1.790029e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -17900320.000000 Penalty: 5840.787598
	Iteration 26Q: 3 clusters Score -1.790032e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -17900412.000000 Penalty: 5840.787598
	Iteration 27Q: 3 clusters Score -1.790041e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -17900416.000000 Penalty: 5840.787598
	Iteration 28Q: 3 clusters Score -1.790042e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -17900478.000000 Penalty: 5840.787598
	Iteration 29Q: 3 clusters Score -1.790048e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -17900610.000000 Penalty: 5840.787598
	Iteration 30Q: 3 clusters Score -1.790061e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -17900672.000000 Penalty: 5840.787598
	Iteration 31Q: 3 clusters Score -1.790067e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -17900708.000000 Penalty: 5840.787598
	Iteration 32Q: 3 clusters Score -1.790071e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -17900776.000000 Penalty: 5840.787598
	Iteration 33Q: 3 clusters Score -1.790078e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -17900868.000000 Penalty: 5840.787598
	Iteration 34Q: 3 clusters Score -1.790087e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80295 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -17901018.000000 Penalty: 5840.787598
	Iteration 35Q: 3 clusters Score -1.790102e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -17901158.000000 Penalty: 5840.787598
	Iteration 36Q: 3 clusters Score -1.790116e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -17901396.000000 Penalty: 5840.787598
	Iteration 37Q: 3 clusters Score -1.79014e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -17901670.000000 Penalty: 5840.787598
	Iteration 38Q: 3 clusters Score -1.790167e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -17902008.000000 Penalty: 5840.787598
	Iteration 39Q: 3 clusters Score -1.790201e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -17902320.000000 Penalty: 5840.787598
	Iteration 40F: 3 clusters Score -1.790232e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -17902666.000000 Penalty: 5840.787598
	Iteration 41Q: 3 clusters Score -1.790267e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -17903060.000000 Penalty: 5840.787598
	Iteration 42Q: 3 clusters Score -1.790306e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -17903660.000000 Penalty: 5840.787598
	Iteration 43Q: 3 clusters Score -1.790366e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -17904170.000000 Penalty: 5840.787598
	Iteration 44Q: 3 clusters Score -1.790417e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -17904628.000000 Penalty: 5840.787598
	Iteration 45Q: 3 clusters Score -1.790463e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -17905166.000000 Penalty: 5840.787598
	Iteration 46Q: 3 clusters Score -1.790517e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -17905710.000000 Penalty: 5840.787598
	Iteration 47Q: 3 clusters Score -1.790571e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -17906312.000000 Penalty: 5840.787598
	Iteration 48Q: 3 clusters Score -1.790631e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -17906828.000000 Penalty: 5840.787598
	Iteration 49Q: 3 clusters Score -1.790683e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -17907322.000000 Penalty: 5840.787598
	Iteration 50Q: 3 clusters Score -1.790732e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -17907646.000000 Penalty: 5840.787598
	Iteration 51Q: 3 clusters Score -1.790765e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101244 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -17908056.000000 Penalty: 5840.787598
	Iteration 52Q: 3 clusters Score -1.790806e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102336 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -17908436.000000 Penalty: 5840.787598
	Iteration 53Q: 3 clusters Score -1.790844e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -17908724.000000 Penalty: 5840.787598
	Iteration 54Q: 3 clusters Score -1.790872e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104534 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -17909096.000000 Penalty: 5840.787598
	Iteration 55Q: 3 clusters Score -1.79091e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -17909448.000000 Penalty: 5840.787598
	Iteration 56Q: 3 clusters Score -1.790945e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106656 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -17909642.000000 Penalty: 5840.787598
	Iteration 57Q: 3 clusters Score -1.790964e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -17909854.000000 Penalty: 5840.787598
	Iteration 58Q: 3 clusters Score -1.790985e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -17910046.000000 Penalty: 5840.787598
	Iteration 59Q: 3 clusters Score -1.791005e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109390 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -17910268.000000 Penalty: 5840.787598
	Iteration 60F: 3 clusters Score -1.791027e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110328 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -17910536.000000 Penalty: 5840.787598
	Iteration 61Q: 3 clusters Score -1.791054e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111232 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -17910802.000000 Penalty: 5840.787598
	Iteration 62Q: 3 clusters Score -1.79108e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112114 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -17911006.000000 Penalty: 5840.787598
	Iteration 63Q: 3 clusters Score -1.791101e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112970 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -17911336.000000 Penalty: 5840.787598
	Iteration 64Q: 3 clusters Score -1.791134e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113783 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -17911514.000000 Penalty: 5840.787598
	Iteration 65Q: 3 clusters Score -1.791151e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -17911696.000000 Penalty: 5840.787598
	Iteration 66Q: 3 clusters Score -1.79117e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115410 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -17911890.000000 Penalty: 5840.787598
	Iteration 67Q: 3 clusters Score -1.791189e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116207 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -17912080.000000 Penalty: 5840.787598
	Iteration 68Q: 3 clusters Score -1.791208e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116976 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -17912320.000000 Penalty: 5840.787598
	Iteration 69Q: 3 clusters Score -1.791232e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117721 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -17912532.000000 Penalty: 5840.787598
	Iteration 70Q: 3 clusters Score -1.791253e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118440 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -17912694.000000 Penalty: 5840.787598
	Iteration 71Q: 3 clusters Score -1.791269e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119109 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -17912850.000000 Penalty: 5840.787598
	Iteration 72Q: 3 clusters Score -1.791285e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -17913050.000000 Penalty: 5840.787598
	Iteration 73Q: 3 clusters Score -1.791305e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -17913192.000000 Penalty: 5840.787598
	Iteration 74Q: 3 clusters Score -1.791319e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120816 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -17913252.000000 Penalty: 5840.787598
	Iteration 75Q: 3 clusters Score -1.791325e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121259 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -17913414.000000 Penalty: 5840.787598
	Iteration 76Q: 3 clusters Score -1.791341e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121645 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -17913530.000000 Penalty: 5840.787598
	Iteration 77Q: 3 clusters Score -1.791353e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122009 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -17913556.000000 Penalty: 5840.787598
	Iteration 78Q: 3 clusters Score -1.791356e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122326 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -17913620.000000 Penalty: 5840.787598
	Iteration 79Q: 3 clusters Score -1.791362e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122646 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -17913702.000000 Penalty: 5840.787598
	Iteration 80F: 3 clusters Score -1.79137e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122933 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -17913792.000000 Penalty: 5840.787598
	Iteration 81Q: 3 clusters Score -1.791379e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123219 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -17913900.000000 Penalty: 5840.787598
	Iteration 82Q: 3 clusters Score -1.79139e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -17913974.000000 Penalty: 5840.787598
	Iteration 83Q: 3 clusters Score -1.791397e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123709 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -17914006.000000 Penalty: 5840.787598
	Iteration 84Q: 3 clusters Score -1.791401e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123921 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -17914032.000000 Penalty: 5840.787598
	Iteration 85Q: 3 clusters Score -1.791403e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124100 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -17914074.000000 Penalty: 5840.787598
	Iteration 86Q: 3 clusters Score -1.791407e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124265 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -17914116.000000 Penalty: 5840.787598
	Iteration 87Q: 3 clusters Score -1.791412e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124412 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -17914126.000000 Penalty: 5840.787598
	Iteration 88Q: 3 clusters Score -1.791413e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124556 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -17914160.000000 Penalty: 5840.787598
	Iteration 89Q: 3 clusters Score -1.791416e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124701 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -17914192.000000 Penalty: 5840.787598
	Iteration 90Q: 3 clusters Score -1.791419e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124837 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -17914224.000000 Penalty: 5840.787598
	Iteration 91Q: 3 clusters Score -1.791422e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124960 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -17914280.000000 Penalty: 5840.787598
	Iteration 92Q: 3 clusters Score -1.791428e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -17914312.000000 Penalty: 5840.787598
	Iteration 93Q: 3 clusters Score -1.791431e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125176 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -17914320.000000 Penalty: 5840.787598
	Iteration 94Q: 3 clusters Score -1.791432e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125259 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -17914322.000000 Penalty: 5840.787598
	Iteration 95Q: 3 clusters Score -1.791432e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125346 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -17914336.000000 Penalty: 5840.787598
	Iteration 96Q: 3 clusters Score -1.791434e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125424 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -17914318.000000 Penalty: 5840.787598
	Iteration 97Q: 3 clusters Score -1.791432e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125500 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -17914354.000000 Penalty: 5840.787598
	Iteration 98Q: 3 clusters Score -1.791435e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125567 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -17914366.000000 Penalty: 5840.787598
	Iteration 99Q: 3 clusters Score -1.791437e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125640 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -17914406.000000 Penalty: 5840.787598
	Iteration 100F: 3 clusters Score -1.791441e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125704 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -17914430.000000 Penalty: 5840.787598
	Iteration 101Q: 3 clusters Score -1.791443e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125772 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -17914432.000000 Penalty: 5840.787598
	Iteration 102Q: 3 clusters Score -1.791443e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125837 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -17914404.000000 Penalty: 5840.787598
	Iteration 103Q: 3 clusters Score -1.79144e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125899 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -17914390.000000 Penalty: 5840.787598
	Iteration 104Q: 3 clusters Score -1.791439e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125954 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -17914410.000000 Penalty: 5840.787598
	Iteration 105Q: 3 clusters Score -1.791441e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -17914438.000000 Penalty: 5840.787598
	Iteration 106Q: 3 clusters Score -1.791444e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126049 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -17914438.000000 Penalty: 5840.787598
	Iteration 107Q: 3 clusters Score -1.791444e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126098 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -17914464.000000 Penalty: 5840.787598
	Iteration 108Q: 3 clusters Score -1.791446e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126141 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -17914446.000000 Penalty: 5840.787598
	Iteration 109Q: 3 clusters Score -1.791445e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126180 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -17914448.000000 Penalty: 5840.787598
	Iteration 110Q: 3 clusters Score -1.791445e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126210 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -17914456.000000 Penalty: 5840.787598
	Iteration 111Q: 3 clusters Score -1.791446e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126243 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -17914462.000000 Penalty: 5840.787598
	Iteration 112Q: 3 clusters Score -1.791446e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126272 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -17914464.000000 Penalty: 5840.787598
	Iteration 113Q: 3 clusters Score -1.791446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126298 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -17914458.000000 Penalty: 5840.787598
	Iteration 114Q: 3 clusters Score -1.791446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126326 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -17914456.000000 Penalty: 5840.787598
	Iteration 115Q: 3 clusters Score -1.791446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126354 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -17914462.000000 Penalty: 5840.787598
	Iteration 116Q: 3 clusters Score -1.791446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126378 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -17914444.000000 Penalty: 5840.787598
	Iteration 117Q: 3 clusters Score -1.791444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126396 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -17914464.000000 Penalty: 5840.787598
	Iteration 118Q: 3 clusters Score -1.791446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126408 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -17914458.000000 Penalty: 5840.787598
	Iteration 119Q: 3 clusters Score -1.791446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126422 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -17914462.000000 Penalty: 5840.787598
	Iteration 120F: 3 clusters Score -1.791446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126432 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -17914452.000000 Penalty: 5840.787598
	Iteration 121Q: 3 clusters Score -1.791445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126438 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -17914460.000000 Penalty: 5840.787598
	Iteration 122Q: 3 clusters Score -1.791446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126448 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -17914440.000000 Penalty: 5840.787598
	Iteration 123Q: 3 clusters Score -1.791444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126461 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -17914454.000000 Penalty: 5840.787598
	Iteration 124Q: 3 clusters Score -1.791445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126479 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -17914448.000000 Penalty: 5840.787598
	Iteration 125Q: 3 clusters Score -1.791445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126496 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -17914448.000000 Penalty: 5840.787598
	Iteration 126Q: 3 clusters Score -1.791445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126507 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -17914434.000000 Penalty: 5840.787598
	Iteration 127Q: 3 clusters Score -1.791443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126520 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -17914438.000000 Penalty: 5840.787598
	Iteration 128Q: 3 clusters Score -1.791444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126538 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -17914426.000000 Penalty: 5840.787598
	Iteration 129Q: 3 clusters Score -1.791443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126556 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -17914434.000000 Penalty: 5840.787598
	Iteration 130Q: 3 clusters Score -1.791443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126572 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -17914436.000000 Penalty: 5840.787598
	Iteration 131Q: 3 clusters Score -1.791444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126585 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -17914434.000000 Penalty: 5840.787598
	Iteration 132Q: 3 clusters Score -1.791443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126597 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -17914450.000000 Penalty: 5840.787598
	Iteration 133Q: 3 clusters Score -1.791445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126612 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -17914446.000000 Penalty: 5840.787598
	Iteration 134Q: 3 clusters Score -1.791445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126627 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -17914436.000000 Penalty: 5840.787598
	Iteration 135Q: 3 clusters Score -1.791444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126645 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -17914440.000000 Penalty: 5840.787598
	Iteration 136Q: 3 clusters Score -1.791444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126660 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -17914442.000000 Penalty: 5840.787598
	Iteration 137Q: 3 clusters Score -1.791444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126679 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -17914442.000000 Penalty: 5840.787598
	Iteration 138Q: 3 clusters Score -1.791444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126697 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -17914450.000000 Penalty: 5840.787598
	Iteration 139Q: 3 clusters Score -1.791445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -17914448.000000 Penalty: 5840.787598
	Iteration 140F: 3 clusters Score -1.791445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126729 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -17914444.000000 Penalty: 5840.787598
	Iteration 141Q: 3 clusters Score -1.791444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126742 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -17914432.000000 Penalty: 5840.787598
	Iteration 142Q: 3 clusters Score -1.791443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126750 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -17914424.000000 Penalty: 5840.787598
	Iteration 143Q: 3 clusters Score -1.791442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126760 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -17914428.000000 Penalty: 5840.787598
	Iteration 144Q: 3 clusters Score -1.791443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126770 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -17914444.000000 Penalty: 5840.787598
	Iteration 145Q: 3 clusters Score -1.791444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126776 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -17914440.000000 Penalty: 5840.787598
	Iteration 146Q: 3 clusters Score -1.791444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126783 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -17914444.000000 Penalty: 5840.787598
	Iteration 147Q: 3 clusters Score -1.791444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126789 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -17914446.000000 Penalty: 5840.787598
	Iteration 148Q: 3 clusters Score -1.791445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -17914450.000000 Penalty: 5840.787598
	Iteration 149Q: 3 clusters Score -1.791445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126799 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -17914454.000000 Penalty: 5840.787598
	Iteration 150Q: 3 clusters Score -1.791445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126800 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -17914456.000000 Penalty: 5840.787598
	Iteration 151Q: 3 clusters Score -1.791446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126801 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -17914450.000000 Penalty: 5840.787598
	Iteration 152Q: 3 clusters Score -1.791445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126802 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -17914452.000000 Penalty: 5840.787598
	Iteration 153Q: 3 clusters Score -1.791445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126802 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -17914452.000000 Penalty: 5840.787598
	Iteration 154F: 3 clusters Score -1.791445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -102035.789062 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -102035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100190.210938 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -100190.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -100529.953125 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -100530 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100697.296875 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -100697.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100805.351562 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -100805.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -100912.109375 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -100912.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101011.976562 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -101012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101106.101562 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -101106.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -101251.273438 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -101251.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101335.078125 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -101335.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101370.820312 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -101370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101406.742188 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -101406.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101435.195312 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -101435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101454.070312 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -101454.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -101477.195312 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -101477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101490.507812 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -101490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -101501.023438 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -101501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101514.976562 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -101515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101522.484375 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -101522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101529.320312 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -101529.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101545.000000 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -101545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101576.257812 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -101576.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101599.890625 Penalty: 3343.883545
	Iteration 21Q: 3 clusters Score -101599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101610.828125 Penalty: 3343.883545
	Iteration 22Q: 3 clusters Score -101610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101612.585938 Penalty: 3343.883545
	Iteration 23Q: 3 clusters Score -101612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101612.585938 Penalty: 3343.883545
	Iteration 24F: 3 clusters Score -101612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Entering Unmasked Estep 
Score: -595721.125000 Penalty: 2086.684814
	Iteration 0F: 2 clusters Score -595721.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -591607.250000 Penalty: 4173.369629
	Iteration 0F: 3 clusters Score -591607.2 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -592752.375000 Penalty: 4173.369629
	Iteration 1F: 3 clusters Score -592752.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -593108.437500 Penalty: 4173.369629
	Iteration 2F: 3 clusters Score -593108.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -593371.750000 Penalty: 4173.369629
	Iteration 3F: 3 clusters Score -593371.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -593589.312500 Penalty: 4173.369629
	Iteration 4F: 3 clusters Score -593589.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -593752.750000 Penalty: 4173.369629
	Iteration 5F: 3 clusters Score -593752.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -593866.625000 Penalty: 4173.369629
	Iteration 6Q: 3 clusters Score -593866.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -593936.062500 Penalty: 4173.369629
	Iteration 7Q: 3 clusters Score -593936.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -593999.437500 Penalty: 4173.369629
	Iteration 8Q: 3 clusters Score -593999.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -594043.375000 Penalty: 4173.369629
	Iteration 9Q: 3 clusters Score -594043.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -594091.937500 Penalty: 4173.369629
	Iteration 10Q: 3 clusters Score -594091.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -594134.375000 Penalty: 4173.369629
	Iteration 11Q: 3 clusters Score -594134.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -594159.062500 Penalty: 4173.369629
	Iteration 12Q: 3 clusters Score -594159.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -594183.062500 Penalty: 4173.369629
	Iteration 13Q: 3 clusters Score -594183.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -594198.375000 Penalty: 4173.369629
	Iteration 14Q: 3 clusters Score -594198.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -594208.437500 Penalty: 4173.369629
	Iteration 15Q: 3 clusters Score -594208.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -594217.187500 Penalty: 4173.369629
	Iteration 16Q: 3 clusters Score -594217.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -594230.875000 Penalty: 4173.369629
	Iteration 17Q: 3 clusters Score -594230.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -594238.062500 Penalty: 4173.369629
	Iteration 18Q: 3 clusters Score -594238.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -594246.875000 Penalty: 4173.369629
	Iteration 19Q: 3 clusters Score -594246.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -594251.312500 Penalty: 4173.369629
	Iteration 20F: 3 clusters Score -594251.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -594254.000000 Penalty: 4173.369629
	Iteration 21Q: 3 clusters Score -594254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -594256.812500 Penalty: 4173.369629
	Iteration 22Q: 3 clusters Score -594256.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -594258.187500 Penalty: 4173.369629
	Iteration 23Q: 3 clusters Score -594258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -594258.750000 Penalty: 4173.369629
	Iteration 24Q: 3 clusters Score -594258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -594258.750000 Penalty: 4173.369629
	Iteration 25F: 3 clusters Score -594258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -66400.015625 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -66400.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64845.433594 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -64845.43 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65092.566406 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -65092.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65228.722656 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -65228.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65334.015625 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -65334.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65387.117188 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -65387.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65501.328125 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -65501.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65642.171875 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -65642.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65672.609375 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -65672.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65683.593750 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -65683.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65697.679688 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -65697.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65713.609375 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -65713.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65743.835938 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -65743.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65776.679688 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -65776.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -65845.570312 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -65845.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -65922.554688 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -65922.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65938.695312 Penalty: 3116.004150
	Iteration 15Q: 3 clusters Score -65938.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65944.968750 Penalty: 3116.004150
	Iteration 16Q: 3 clusters Score -65944.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65949.468750 Penalty: 3116.004150
	Iteration 17Q: 3 clusters Score -65949.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65949.468750 Penalty: 3116.004150
	Iteration 18F: 3 clusters Score -65949.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Entering Unmasked Estep 
Score: -7352609.000000 Penalty: 2704.840820
	Iteration 0F: 2 clusters Score -7352609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -7315862.500000 Penalty: 5409.681641
	Iteration 0F: 3 clusters Score -7315862 nChanged 25337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -7329805.500000 Penalty: 5409.681641
	Iteration 1F: 3 clusters Score -7329806 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -7330339.500000 Penalty: 5409.681641
	Iteration 2Q: 3 clusters Score -7330340 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -7330893.000000 Penalty: 5409.681641
	Iteration 3Q: 3 clusters Score -7330893 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -7331643.000000 Penalty: 5409.681641
	Iteration 4Q: 3 clusters Score -7331643 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -7332837.500000 Penalty: 5409.681641
	Iteration 5Q: 3 clusters Score -7332838 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -7334718.000000 Penalty: 5409.681641
	Iteration 6F: 3 clusters Score -7334718 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -7337664.500000 Penalty: 5409.681641
	Iteration 7F: 3 clusters Score -7337664 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -7341856.000000 Penalty: 5409.681641
	Iteration 8F: 3 clusters Score -7341856 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -7345815.500000 Penalty: 5409.681641
	Iteration 9F: 3 clusters Score -7345816 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7348368.500000 Penalty: 5409.681641
	Iteration 10Q: 3 clusters Score -7348368 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7349508.500000 Penalty: 5409.681641
	Iteration 11Q: 3 clusters Score -7349508 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7350004.000000 Penalty: 5409.681641
	Iteration 12Q: 3 clusters Score -7350004 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7350175.500000 Penalty: 5409.681641
	Iteration 13Q: 3 clusters Score -7350176 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7350241.500000 Penalty: 5409.681641
	Iteration 14Q: 3 clusters Score -7350242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7350292.500000 Penalty: 5409.681641
	Iteration 15Q: 3 clusters Score -7350292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7350311.500000 Penalty: 5409.681641
	Iteration 16Q: 3 clusters Score -7350312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7350332.000000 Penalty: 5409.681641
	Iteration 17Q: 3 clusters Score -7350332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7350325.000000 Penalty: 5409.681641
	Iteration 18Q: 3 clusters Score -7350325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7350331.500000 Penalty: 5409.681641
	Iteration 19Q: 3 clusters Score -7350332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7350329.500000 Penalty: 5409.681641
	Iteration 20F: 3 clusters Score -7350330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -159436.156250 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -159436.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -157358.687500 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -157358.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -157735.000000 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -157735 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -157901.390625 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -157901.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -158093.265625 Penalty: 3538.906006
	Iteration 3F: 3 clusters Score -158093.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -158237.640625 Penalty: 3538.906006
	Iteration 4Q: 3 clusters Score -158237.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -158367.093750 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -158367.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -158535.906250 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -158535.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -158681.421875 Penalty: 3538.906006
	Iteration 7F: 3 clusters Score -158681.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -158830.546875 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -158830.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -158965.828125 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -158965.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -159053.765625 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -159053.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -159094.703125 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -159094.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -159124.796875 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -159124.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -159139.500000 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -159139.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -159143.593750 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -159143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -159143.734375 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -159143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -159147.531250 Penalty: 3538.906006
	Iteration 16Q: 3 clusters Score -159147.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -159157.265625 Penalty: 3538.906006
	Iteration 17Q: 3 clusters Score -159157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -159158.656250 Penalty: 3538.906006
	Iteration 18Q: 3 clusters Score -159158.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -159159.562500 Penalty: 3538.906006
	Iteration 19Q: 3 clusters Score -159159.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -159159.562500 Penalty: 3538.906006
	Iteration 20F: 3 clusters Score -159159.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (137547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137547 members 
Entering Unmasked Estep 
Score: -18989996.000000 Penalty: 2934.266846
	Iteration 0F: 2 clusters Score -1.899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -18898118.000000 Penalty: 5868.533691
	Iteration 0F: 3 clusters Score -1.889812e+07 nChanged 65623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -18936934.000000 Penalty: 5868.533691
	Iteration 1F: 3 clusters Score -1.893693e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -18938158.000000 Penalty: 5868.533691
	Iteration 2Q: 3 clusters Score -1.893816e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -18939890.000000 Penalty: 5868.533691
	Iteration 3Q: 3 clusters Score -1.893989e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -18942332.000000 Penalty: 5868.533691
	Iteration 4Q: 3 clusters Score -1.894233e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -18946128.000000 Penalty: 5868.533691
	Iteration 5F: 3 clusters Score -1.894613e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -18952226.000000 Penalty: 5868.533691
	Iteration 6F: 3 clusters Score -1.895223e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 109173 members 
Entering Unmasked Estep 
Score: -18961054.000000 Penalty: 5868.533691
	Iteration 7F: 3 clusters Score -1.896105e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 120207 members 
Entering Unmasked Estep 
Score: -18971344.000000 Penalty: 5868.533691
	Iteration 8F: 3 clusters Score -1.897134e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 129040 members 
Entering Unmasked Estep 
Score: -18979780.000000 Penalty: 5868.533691
	Iteration 9F: 3 clusters Score -1.897978e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 134025 members 
Entering Unmasked Estep 
Score: -18984494.000000 Penalty: 5868.533691
	Iteration 10Q: 3 clusters Score -1.898449e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 136100 members 
Entering Unmasked Estep 
Score: -18986266.000000 Penalty: 5868.533691
	Iteration 11Q: 3 clusters Score -1.898627e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 136838 members 
Entering Unmasked Estep 
Score: -18986884.000000 Penalty: 5868.533691
	Iteration 12Q: 3 clusters Score -1.898688e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 137071 members 
Entering Unmasked Estep 
Score: -18987124.000000 Penalty: 5868.533691
	Iteration 13Q: 3 clusters Score -1.898712e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 137158 members 
Entering Unmasked Estep 
Score: -18987250.000000 Penalty: 5868.533691
	Iteration 14Q: 3 clusters Score -1.898725e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 137196 members 
Entering Unmasked Estep 
Score: -18987308.000000 Penalty: 5868.533691
	Iteration 15Q: 3 clusters Score -1.898731e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 137217 members 
Entering Unmasked Estep 
Score: -18987334.000000 Penalty: 5868.533691
	Iteration 16Q: 3 clusters Score -1.898733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137220 members 
Entering Unmasked Estep 
Score: -18987374.000000 Penalty: 5868.533691
	Iteration 17Q: 3 clusters Score -1.898737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 137226 members 
Entering Unmasked Estep 
Score: -18987396.000000 Penalty: 5868.533691
	Iteration 18Q: 3 clusters Score -1.89874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 137232 members 
Entering Unmasked Estep 
Score: -18987400.000000 Penalty: 5868.533691
	Iteration 19Q: 3 clusters Score -1.89874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 137238 members 
Entering Unmasked Estep 
Score: -18987428.000000 Penalty: 5868.533691
	Iteration 20F: 3 clusters Score -1.898743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 137242 members 
Entering Unmasked Estep 
Score: -18987434.000000 Penalty: 5868.533691
	Iteration 21Q: 3 clusters Score -1.898743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 137247 members 
Entering Unmasked Estep 
Score: -18987454.000000 Penalty: 5868.533691
	Iteration 22Q: 3 clusters Score -1.898745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 137250 members 
Entering Unmasked Estep 
Score: -18987458.000000 Penalty: 5868.533691
	Iteration 23Q: 3 clusters Score -1.898746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 137253 members 
Entering Unmasked Estep 
Score: -18987474.000000 Penalty: 5868.533691
	Iteration 24Q: 3 clusters Score -1.898747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 137253 members 
Entering Unmasked Estep 
Score: -18987480.000000 Penalty: 5868.533691
	Iteration 25Q: 3 clusters Score -1.898748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 137254 members 
Entering Unmasked Estep 
Score: -18987474.000000 Penalty: 5868.533691
	Iteration 26Q: 3 clusters Score -1.898747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 137254 members 
Entering Unmasked Estep 
Score: -18987488.000000 Penalty: 5868.533691
	Iteration 27Q: 3 clusters Score -1.898749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 137255 members 
Entering Unmasked Estep 
Score: -18987496.000000 Penalty: 5868.533691
	Iteration 28Q: 3 clusters Score -1.89875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 137257 members 
Entering Unmasked Estep 
Score: -18987502.000000 Penalty: 5868.533691
	Iteration 29Q: 3 clusters Score -1.89875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 137257 members 
Entering Unmasked Estep 
Score: -18987512.000000 Penalty: 5868.533691
	Iteration 30Q: 3 clusters Score -1.898751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 137256 members 
Entering Unmasked Estep 
Score: -18987510.000000 Penalty: 5868.533691
	Iteration 31Q: 3 clusters Score -1.898751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 137256 members 
Entering Unmasked Estep 
Score: -18987510.000000 Penalty: 5868.533691
	Iteration 32F: 3 clusters Score -1.898751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Entering Unmasked Estep 
Score: -2043623.875000 Penalty: 2378.949219
	Iteration 0F: 2 clusters Score -2043624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2032895.000000 Penalty: 4757.898438
	Iteration 0F: 3 clusters Score -2032895 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2036262.125000 Penalty: 4757.898438
	Iteration 1F: 3 clusters Score -2036262 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2036643.625000 Penalty: 4757.898438
	Iteration 2F: 3 clusters Score -2036644 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2036957.625000 Penalty: 4757.898438
	Iteration 3F: 3 clusters Score -2036958 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2037204.500000 Penalty: 4757.898438
	Iteration 4Q: 3 clusters Score -2037204 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2037401.125000 Penalty: 4757.898438
	Iteration 5Q: 3 clusters Score -2037401 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2037593.375000 Penalty: 4757.898438
	Iteration 6Q: 3 clusters Score -2037593 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2037823.750000 Penalty: 4757.898438
	Iteration 7Q: 3 clusters Score -2037824 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2038075.000000 Penalty: 4757.898438
	Iteration 8Q: 3 clusters Score -2038075 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2038363.125000 Penalty: 4757.898438
	Iteration 9Q: 3 clusters Score -2038363 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2038721.750000 Penalty: 4757.898438
	Iteration 10Q: 3 clusters Score -2038722 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2039136.000000 Penalty: 4757.898438
	Iteration 11Q: 3 clusters Score -2039136 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2039601.250000 Penalty: 4757.898438
	Iteration 12Q: 3 clusters Score -2039601 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2040044.125000 Penalty: 4757.898438
	Iteration 13Q: 3 clusters Score -2040044 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2040394.375000 Penalty: 4757.898438
	Iteration 14Q: 3 clusters Score -2040394 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2040618.375000 Penalty: 4757.898438
	Iteration 15Q: 3 clusters Score -2040618 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2040741.375000 Penalty: 4757.898438
	Iteration 16Q: 3 clusters Score -2040741 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2040819.500000 Penalty: 4757.898438
	Iteration 17Q: 3 clusters Score -2040820 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2040869.375000 Penalty: 4757.898438
	Iteration 18Q: 3 clusters Score -2040869 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2040907.625000 Penalty: 4757.898438
	Iteration 19Q: 3 clusters Score -2040908 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2040952.125000 Penalty: 4757.898438
	Iteration 20F: 3 clusters Score -2040952 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2040980.750000 Penalty: 4757.898438
	Iteration 21Q: 3 clusters Score -2040981 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2041006.625000 Penalty: 4757.898438
	Iteration 22Q: 3 clusters Score -2041007 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2041041.250000 Penalty: 4757.898438
	Iteration 23Q: 3 clusters Score -2041041 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2041066.125000 Penalty: 4757.898438
	Iteration 24Q: 3 clusters Score -2041066 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2041099.500000 Penalty: 4757.898438
	Iteration 25Q: 3 clusters Score -2041100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2041127.875000 Penalty: 4757.898438
	Iteration 26Q: 3 clusters Score -2041128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2041152.625000 Penalty: 4757.898438
	Iteration 27Q: 3 clusters Score -2041153 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2041173.625000 Penalty: 4757.898438
	Iteration 28Q: 3 clusters Score -2041174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2041196.500000 Penalty: 4757.898438
	Iteration 29Q: 3 clusters Score -2041196 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2041215.500000 Penalty: 4757.898438
	Iteration 30Q: 3 clusters Score -2041216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2041233.750000 Penalty: 4757.898438
	Iteration 31Q: 3 clusters Score -2041234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2041246.375000 Penalty: 4757.898438
	Iteration 32Q: 3 clusters Score -2041246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2041261.000000 Penalty: 4757.898438
	Iteration 33Q: 3 clusters Score -2041261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2041273.625000 Penalty: 4757.898438
	Iteration 34Q: 3 clusters Score -2041274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2041284.875000 Penalty: 4757.898438
	Iteration 35Q: 3 clusters Score -2041285 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2041303.375000 Penalty: 4757.898438
	Iteration 36Q: 3 clusters Score -2041303 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2041319.250000 Penalty: 4757.898438
	Iteration 37Q: 3 clusters Score -2041319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2041330.625000 Penalty: 4757.898438
	Iteration 38Q: 3 clusters Score -2041331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2041342.250000 Penalty: 4757.898438
	Iteration 39Q: 3 clusters Score -2041342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2041359.625000 Penalty: 4757.898438
	Iteration 40F: 3 clusters Score -2041360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2041373.125000 Penalty: 4757.898438
	Iteration 41Q: 3 clusters Score -2041373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2041389.125000 Penalty: 4757.898438
	Iteration 42Q: 3 clusters Score -2041389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2041395.500000 Penalty: 4757.898438
	Iteration 43Q: 3 clusters Score -2041396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2041403.250000 Penalty: 4757.898438
	Iteration 44Q: 3 clusters Score -2041403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2041413.875000 Penalty: 4757.898438
	Iteration 45Q: 3 clusters Score -2041414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2041418.375000 Penalty: 4757.898438
	Iteration 46Q: 3 clusters Score -2041418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2041425.750000 Penalty: 4757.898438
	Iteration 47Q: 3 clusters Score -2041426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2041439.750000 Penalty: 4757.898438
	Iteration 48Q: 3 clusters Score -2041440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2041452.625000 Penalty: 4757.898438
	Iteration 49Q: 3 clusters Score -2041453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2041456.750000 Penalty: 4757.898438
	Iteration 50Q: 3 clusters Score -2041457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2041467.625000 Penalty: 4757.898438
	Iteration 51Q: 3 clusters Score -2041468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2041467.625000 Penalty: 4757.898438
	Iteration 52Q: 3 clusters Score -2041468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2041473.625000 Penalty: 4757.898438
	Iteration 53Q: 3 clusters Score -2041474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2041478.250000 Penalty: 4757.898438
	Iteration 54Q: 3 clusters Score -2041478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2041481.000000 Penalty: 4757.898438
	Iteration 55Q: 3 clusters Score -2041481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2041486.500000 Penalty: 4757.898438
	Iteration 56Q: 3 clusters Score -2041486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2041490.625000 Penalty: 4757.898438
	Iteration 57Q: 3 clusters Score -2041491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2041497.625000 Penalty: 4757.898438
	Iteration 58Q: 3 clusters Score -2041498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2041500.500000 Penalty: 4757.898438
	Iteration 59Q: 3 clusters Score -2041500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2041508.500000 Penalty: 4757.898438
	Iteration 60F: 3 clusters Score -2041508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2041507.875000 Penalty: 4757.898438
	Iteration 61Q: 3 clusters Score -2041508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2041520.125000 Penalty: 4757.898438
	Iteration 62Q: 3 clusters Score -2041520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2041523.000000 Penalty: 4757.898438
	Iteration 63Q: 3 clusters Score -2041523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2041531.375000 Penalty: 4757.898438
	Iteration 64Q: 3 clusters Score -2041531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2041535.250000 Penalty: 4757.898438
	Iteration 65Q: 3 clusters Score -2041535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2041543.125000 Penalty: 4757.898438
	Iteration 66Q: 3 clusters Score -2041543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2041550.125000 Penalty: 4757.898438
	Iteration 67Q: 3 clusters Score -2041550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2041559.125000 Penalty: 4757.898438
	Iteration 68Q: 3 clusters Score -2041559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2041565.625000 Penalty: 4757.898438
	Iteration 69Q: 3 clusters Score -2041566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2041575.125000 Penalty: 4757.898438
	Iteration 70Q: 3 clusters Score -2041575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2041579.125000 Penalty: 4757.898438
	Iteration 71Q: 3 clusters Score -2041579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2041582.250000 Penalty: 4757.898438
	Iteration 72Q: 3 clusters Score -2041582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2041584.250000 Penalty: 4757.898438
	Iteration 73Q: 3 clusters Score -2041584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2041589.375000 Penalty: 4757.898438
	Iteration 74Q: 3 clusters Score -2041589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2041589.875000 Penalty: 4757.898438
	Iteration 75Q: 3 clusters Score -2041590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2041595.625000 Penalty: 4757.898438
	Iteration 76Q: 3 clusters Score -2041596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2041595.250000 Penalty: 4757.898438
	Iteration 77Q: 3 clusters Score -2041595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2041602.250000 Penalty: 4757.898438
	Iteration 78Q: 3 clusters Score -2041602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2041605.375000 Penalty: 4757.898438
	Iteration 79Q: 3 clusters Score -2041605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2041605.750000 Penalty: 4757.898438
	Iteration 80F: 3 clusters Score -2041606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2041606.750000 Penalty: 4757.898438
	Iteration 81Q: 3 clusters Score -2041607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2041612.000000 Penalty: 4757.898438
	Iteration 82Q: 3 clusters Score -2041612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2041612.750000 Penalty: 4757.898438
	Iteration 83Q: 3 clusters Score -2041613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2041616.750000 Penalty: 4757.898438
	Iteration 84Q: 3 clusters Score -2041617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2041623.500000 Penalty: 4757.898438
	Iteration 85Q: 3 clusters Score -2041624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2041625.750000 Penalty: 4757.898438
	Iteration 86Q: 3 clusters Score -2041626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2041629.875000 Penalty: 4757.898438
	Iteration 87Q: 3 clusters Score -2041630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2041631.875000 Penalty: 4757.898438
	Iteration 88Q: 3 clusters Score -2041632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2041631.250000 Penalty: 4757.898438
	Iteration 89Q: 3 clusters Score -2041631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2041636.875000 Penalty: 4757.898438
	Iteration 90Q: 3 clusters Score -2041637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2041641.250000 Penalty: 4757.898438
	Iteration 91Q: 3 clusters Score -2041641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2041640.750000 Penalty: 4757.898438
	Iteration 92Q: 3 clusters Score -2041641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2041642.125000 Penalty: 4757.898438
	Iteration 93Q: 3 clusters Score -2041642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2041646.875000 Penalty: 4757.898438
	Iteration 94Q: 3 clusters Score -2041647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2041648.250000 Penalty: 4757.898438
	Iteration 95Q: 3 clusters Score -2041648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2041646.125000 Penalty: 4757.898438
	Iteration 96Q: 3 clusters Score -2041646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2041653.500000 Penalty: 4757.898438
	Iteration 97Q: 3 clusters Score -2041654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2041653.625000 Penalty: 4757.898438
	Iteration 98Q: 3 clusters Score -2041654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2041658.000000 Penalty: 4757.898438
	Iteration 99Q: 3 clusters Score -2041658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2041654.625000 Penalty: 4757.898438
	Iteration 100F: 3 clusters Score -2041655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2041659.500000 Penalty: 4757.898438
	Iteration 101Q: 3 clusters Score -2041660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2041658.375000 Penalty: 4757.898438
	Iteration 102Q: 3 clusters Score -2041658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2041658.375000 Penalty: 4757.898438
	Iteration 103F: 3 clusters Score -2041658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -80491.804688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -80491.8 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 331 members 
Entering Unmasked Estep 
Score: -78823.492188 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -78823.49 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -79053.757812 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -79053.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79181.820312 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -79181.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79367.117188 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -79367.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79533.804688 Penalty: 3220.901855
	Iteration 4F: 3 clusters Score -79533.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79611.562500 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -79611.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79657.914062 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -79657.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79698.085938 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -79698.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79736.093750 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -79736.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79757.984375 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -79757.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79768.070312 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -79768.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79779.015625 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -79779.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79786.718750 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -79786.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79789.257812 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -79789.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79792.250000 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -79792.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79792.968750 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -79792.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79792.968750 Penalty: 3220.901855
	Iteration 16F: 3 clusters Score -79792.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -73181.859375 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -73181.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71576.164062 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -71576.16 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71844.265625 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -71844.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -72027.632812 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -72027.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72194.187500 Penalty: 3179.446777
	Iteration 3F: 3 clusters Score -72194.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72343.148438 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -72343.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72425.781250 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -72425.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72455.671875 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -72455.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72482.609375 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -72482.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72486.984375 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -72486.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72493.734375 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -72493.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72500.242188 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -72500.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72500.242188 Penalty: 3179.446777
	Iteration 11F: 3 clusters Score -72500.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Entering Unmasked Estep 
Score: -376832.093750 Penalty: 1980.653198
	Iteration 0F: 2 clusters Score -376832.1 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 1466 members 
Entering Unmasked Estep 
Score: -373608.718750 Penalty: 3961.306396
	Iteration 0F: 3 clusters Score -373608.7 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -374297.062500 Penalty: 3961.306396
	Iteration 1F: 3 clusters Score -374297.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -374474.562500 Penalty: 3961.306396
	Iteration 2F: 3 clusters Score -374474.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -374590.343750 Penalty: 3961.306396
	Iteration 3Q: 3 clusters Score -374590.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -374669.000000 Penalty: 3961.306396
	Iteration 4Q: 3 clusters Score -374669 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -374723.062500 Penalty: 3961.306396
	Iteration 5Q: 3 clusters Score -374723.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -374769.687500 Penalty: 3961.306396
	Iteration 6Q: 3 clusters Score -374769.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -374805.156250 Penalty: 3961.306396
	Iteration 7Q: 3 clusters Score -374805.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -374842.062500 Penalty: 3961.306396
	Iteration 8Q: 3 clusters Score -374842.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -374871.531250 Penalty: 3961.306396
	Iteration 9Q: 3 clusters Score -374871.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -374898.593750 Penalty: 3961.306396
	Iteration 10Q: 3 clusters Score -374898.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -374925.843750 Penalty: 3961.306396
	Iteration 11Q: 3 clusters Score -374925.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -374939.781250 Penalty: 3961.306396
	Iteration 12Q: 3 clusters Score -374939.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -374955.656250 Penalty: 3961.306396
	Iteration 13Q: 3 clusters Score -374955.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -374973.687500 Penalty: 3961.306396
	Iteration 14Q: 3 clusters Score -374973.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -374992.312500 Penalty: 3961.306396
	Iteration 15Q: 3 clusters Score -374992.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -375009.000000 Penalty: 3961.306396
	Iteration 16Q: 3 clusters Score -375009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -375024.593750 Penalty: 3961.306396
	Iteration 17Q: 3 clusters Score -375024.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -375035.656250 Penalty: 3961.306396
	Iteration 18Q: 3 clusters Score -375035.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -375042.750000 Penalty: 3961.306396
	Iteration 19Q: 3 clusters Score -375042.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -375058.593750 Penalty: 3961.306396
	Iteration 20F: 3 clusters Score -375058.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -375077.656250 Penalty: 3961.306396
	Iteration 21Q: 3 clusters Score -375077.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -375093.843750 Penalty: 3961.306396
	Iteration 22Q: 3 clusters Score -375093.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -375112.281250 Penalty: 3961.306396
	Iteration 23Q: 3 clusters Score -375112.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -375126.781250 Penalty: 3961.306396
	Iteration 24Q: 3 clusters Score -375126.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -375142.812500 Penalty: 3961.306396
	Iteration 25Q: 3 clusters Score -375142.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -375158.562500 Penalty: 3961.306396
	Iteration 26Q: 3 clusters Score -375158.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -375174.656250 Penalty: 3961.306396
	Iteration 27Q: 3 clusters Score -375174.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -375196.812500 Penalty: 3961.306396
	Iteration 28Q: 3 clusters Score -375196.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -375222.218750 Penalty: 3961.306396
	Iteration 29Q: 3 clusters Score -375222.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -375257.218750 Penalty: 3961.306396
	Iteration 30Q: 3 clusters Score -375257.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -375307.468750 Penalty: 3961.306396
	Iteration 31Q: 3 clusters Score -375307.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -375355.437500 Penalty: 3961.306396
	Iteration 32Q: 3 clusters Score -375355.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -375402.843750 Penalty: 3961.306396
	Iteration 33Q: 3 clusters Score -375402.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -375448.687500 Penalty: 3961.306396
	Iteration 34Q: 3 clusters Score -375448.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -375493.093750 Penalty: 3961.306396
	Iteration 35Q: 3 clusters Score -375493.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -375529.375000 Penalty: 3961.306396
	Iteration 36Q: 3 clusters Score -375529.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -375564.906250 Penalty: 3961.306396
	Iteration 37Q: 3 clusters Score -375564.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -375592.656250 Penalty: 3961.306396
	Iteration 38Q: 3 clusters Score -375592.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -375602.500000 Penalty: 3961.306396
	Iteration 39Q: 3 clusters Score -375602.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -375618.687500 Penalty: 3961.306396
	Iteration 40F: 3 clusters Score -375618.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -375631.343750 Penalty: 3961.306396
	Iteration 41Q: 3 clusters Score -375631.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -375638.187500 Penalty: 3961.306396
	Iteration 42Q: 3 clusters Score -375638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -375642.718750 Penalty: 3961.306396
	Iteration 43Q: 3 clusters Score -375642.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -375645.406250 Penalty: 3961.306396
	Iteration 44Q: 3 clusters Score -375645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -375648.218750 Penalty: 3961.306396
	Iteration 45Q: 3 clusters Score -375648.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -375653.968750 Penalty: 3961.306396
	Iteration 46Q: 3 clusters Score -375654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -375658.343750 Penalty: 3961.306396
	Iteration 47Q: 3 clusters Score -375658.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -375663.687500 Penalty: 3961.306396
	Iteration 48Q: 3 clusters Score -375663.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -375666.531250 Penalty: 3961.306396
	Iteration 49Q: 3 clusters Score -375666.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -375668.218750 Penalty: 3961.306396
	Iteration 50Q: 3 clusters Score -375668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -375669.406250 Penalty: 3961.306396
	Iteration 51Q: 3 clusters Score -375669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -375670.031250 Penalty: 3961.306396
	Iteration 52Q: 3 clusters Score -375670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -375670.031250 Penalty: 3961.306396
	Iteration 53F: 3 clusters Score -375670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160097 members 
Entering Unmasked Estep 
Score: -22061016.000000 Penalty: 2971.916748
	Iteration 0F: 2 clusters Score -2.206102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -21955152.000000 Penalty: 5943.833496
	Iteration 0F: 3 clusters Score -2.195515e+07 nChanged 76475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 86222 members 
Entering Unmasked Estep 
Score: -22000052.000000 Penalty: 5943.833496
	Iteration 1F: 3 clusters Score -2.200005e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -22001678.000000 Penalty: 5943.833496
	Iteration 2Q: 3 clusters Score -2.200168e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -22004820.000000 Penalty: 5943.833496
	Iteration 3Q: 3 clusters Score -2.200482e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -22010654.000000 Penalty: 5943.833496
	Iteration 4F: 3 clusters Score -2.201065e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 115364 members 
Entering Unmasked Estep 
Score: -22020820.000000 Penalty: 5943.833496
	Iteration 5F: 3 clusters Score -2.202082e+07 nChanged 14377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 127867 members 
Entering Unmasked Estep 
Score: -22034282.000000 Penalty: 5943.833496
	Iteration 6F: 3 clusters Score -2.203428e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 137623 members 
Entering Unmasked Estep 
Score: -22046742.000000 Penalty: 5943.833496
	Iteration 7F: 3 clusters Score -2.204674e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 142356 members 
Entering Unmasked Estep 
Score: -22056058.000000 Penalty: 5943.833496
	Iteration 8Q: 3 clusters Score -2.205606e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 143291 members 
Entering Unmasked Estep 
Score: -22059300.000000 Penalty: 5943.833496
	Iteration 9Q: 3 clusters Score -2.20593e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 143793 members 
Entering Unmasked Estep 
Score: -22059984.000000 Penalty: 5943.833496
	Iteration 10Q: 3 clusters Score -2.205998e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 144281 members 
Entering Unmasked Estep 
Score: -22060200.000000 Penalty: 5943.833496
	Iteration 11Q: 3 clusters Score -2.20602e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 144696 members 
Entering Unmasked Estep 
Score: -22060336.000000 Penalty: 5943.833496
	Iteration 12Q: 3 clusters Score -2.206034e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 145085 members 
Entering Unmasked Estep 
Score: -22060366.000000 Penalty: 5943.833496
	Iteration 13Q: 3 clusters Score -2.206037e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 145457 members 
Entering Unmasked Estep 
Score: -22060494.000000 Penalty: 5943.833496
	Iteration 14Q: 3 clusters Score -2.206049e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 145751 members 
Entering Unmasked Estep 
Score: -22060520.000000 Penalty: 5943.833496
	Iteration 15Q: 3 clusters Score -2.206052e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 146058 members 
Entering Unmasked Estep 
Score: -22060552.000000 Penalty: 5943.833496
	Iteration 16Q: 3 clusters Score -2.206055e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 146352 members 
Entering Unmasked Estep 
Score: -22060606.000000 Penalty: 5943.833496
	Iteration 17Q: 3 clusters Score -2.206061e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 146653 members 
Entering Unmasked Estep 
Score: -22060686.000000 Penalty: 5943.833496
	Iteration 18Q: 3 clusters Score -2.206069e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 146941 members 
Entering Unmasked Estep 
Score: -22060750.000000 Penalty: 5943.833496
	Iteration 19Q: 3 clusters Score -2.206075e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -22060734.000000 Penalty: 5943.833496
	Iteration 20F: 3 clusters Score -2.206073e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 147449 members 
Entering Unmasked Estep 
Score: -22060852.000000 Penalty: 5943.833496
	Iteration 21Q: 3 clusters Score -2.206085e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 147661 members 
Entering Unmasked Estep 
Score: -22060824.000000 Penalty: 5943.833496
	Iteration 22Q: 3 clusters Score -2.206082e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 147856 members 
Entering Unmasked Estep 
Score: -22060810.000000 Penalty: 5943.833496
	Iteration 23Q: 3 clusters Score -2.206081e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 148064 members 
Entering Unmasked Estep 
Score: -22060766.000000 Penalty: 5943.833496
	Iteration 24Q: 3 clusters Score -2.206077e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 148263 members 
Entering Unmasked Estep 
Score: -22060740.000000 Penalty: 5943.833496
	Iteration 25Q: 3 clusters Score -2.206074e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 148462 members 
Entering Unmasked Estep 
Score: -22060764.000000 Penalty: 5943.833496
	Iteration 26Q: 3 clusters Score -2.206076e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 148652 members 
Entering Unmasked Estep 
Score: -22060774.000000 Penalty: 5943.833496
	Iteration 27Q: 3 clusters Score -2.206077e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 148836 members 
Entering Unmasked Estep 
Score: -22060780.000000 Penalty: 5943.833496
	Iteration 28Q: 3 clusters Score -2.206078e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 148995 members 
Entering Unmasked Estep 
Score: -22060766.000000 Penalty: 5943.833496
	Iteration 29Q: 3 clusters Score -2.206077e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 149141 members 
Entering Unmasked Estep 
Score: -22060722.000000 Penalty: 5943.833496
	Iteration 30Q: 3 clusters Score -2.206072e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 149276 members 
Entering Unmasked Estep 
Score: -22060730.000000 Penalty: 5943.833496
	Iteration 31Q: 3 clusters Score -2.206073e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 149408 members 
Entering Unmasked Estep 
Score: -22060732.000000 Penalty: 5943.833496
	Iteration 32Q: 3 clusters Score -2.206073e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 149541 members 
Entering Unmasked Estep 
Score: -22060736.000000 Penalty: 5943.833496
	Iteration 33Q: 3 clusters Score -2.206074e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 149657 members 
Entering Unmasked Estep 
Score: -22060768.000000 Penalty: 5943.833496
	Iteration 34Q: 3 clusters Score -2.206077e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 149774 members 
Entering Unmasked Estep 
Score: -22060760.000000 Penalty: 5943.833496
	Iteration 35Q: 3 clusters Score -2.206076e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 149890 members 
Entering Unmasked Estep 
Score: -22060736.000000 Penalty: 5943.833496
	Iteration 36Q: 3 clusters Score -2.206074e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 149995 members 
Entering Unmasked Estep 
Score: -22060750.000000 Penalty: 5943.833496
	Iteration 37Q: 3 clusters Score -2.206075e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 150097 members 
Entering Unmasked Estep 
Score: -22060710.000000 Penalty: 5943.833496
	Iteration 38Q: 3 clusters Score -2.206071e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 150211 members 
Entering Unmasked Estep 
Score: -22060728.000000 Penalty: 5943.833496
	Iteration 39Q: 3 clusters Score -2.206073e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 150327 members 
Entering Unmasked Estep 
Score: -22060714.000000 Penalty: 5943.833496
	Iteration 40F: 3 clusters Score -2.206071e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 150444 members 
Entering Unmasked Estep 
Score: -22060710.000000 Penalty: 5943.833496
	Iteration 41Q: 3 clusters Score -2.206071e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 150556 members 
Entering Unmasked Estep 
Score: -22060700.000000 Penalty: 5943.833496
	Iteration 42Q: 3 clusters Score -2.20607e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 150636 members 
Entering Unmasked Estep 
Score: -22060704.000000 Penalty: 5943.833496
	Iteration 43Q: 3 clusters Score -2.20607e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 150704 members 
Entering Unmasked Estep 
Score: -22060718.000000 Penalty: 5943.833496
	Iteration 44Q: 3 clusters Score -2.206072e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 150766 members 
Entering Unmasked Estep 
Score: -22060686.000000 Penalty: 5943.833496
	Iteration 45Q: 3 clusters Score -2.206069e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 150819 members 
Entering Unmasked Estep 
Score: -22060704.000000 Penalty: 5943.833496
	Iteration 46Q: 3 clusters Score -2.20607e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 150869 members 
Entering Unmasked Estep 
Score: -22060660.000000 Penalty: 5943.833496
	Iteration 47Q: 3 clusters Score -2.206066e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 150918 members 
Entering Unmasked Estep 
Score: -22060688.000000 Penalty: 5943.833496
	Iteration 48Q: 3 clusters Score -2.206069e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 150959 members 
Entering Unmasked Estep 
Score: -22060662.000000 Penalty: 5943.833496
	Iteration 49Q: 3 clusters Score -2.206066e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 151004 members 
Entering Unmasked Estep 
Score: -22060636.000000 Penalty: 5943.833496
	Iteration 50Q: 3 clusters Score -2.206064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 151040 members 
Entering Unmasked Estep 
Score: -22060616.000000 Penalty: 5943.833496
	Iteration 51Q: 3 clusters Score -2.206062e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 151074 members 
Entering Unmasked Estep 
Score: -22060608.000000 Penalty: 5943.833496
	Iteration 52Q: 3 clusters Score -2.206061e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 151117 members 
Entering Unmasked Estep 
Score: -22060616.000000 Penalty: 5943.833496
	Iteration 53Q: 3 clusters Score -2.206062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 151165 members 
Entering Unmasked Estep 
Score: -22060624.000000 Penalty: 5943.833496
	Iteration 54Q: 3 clusters Score -2.206062e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 151228 members 
Entering Unmasked Estep 
Score: -22060604.000000 Penalty: 5943.833496
	Iteration 55Q: 3 clusters Score -2.20606e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 151302 members 
Entering Unmasked Estep 
Score: -22060600.000000 Penalty: 5943.833496
	Iteration 56Q: 3 clusters Score -2.20606e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 151392 members 
Entering Unmasked Estep 
Score: -22060602.000000 Penalty: 5943.833496
	Iteration 57Q: 3 clusters Score -2.20606e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 151463 members 
Entering Unmasked Estep 
Score: -22060584.000000 Penalty: 5943.833496
	Iteration 58Q: 3 clusters Score -2.206058e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 151538 members 
Entering Unmasked Estep 
Score: -22060576.000000 Penalty: 5943.833496
	Iteration 59Q: 3 clusters Score -2.206058e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 151600 members 
Entering Unmasked Estep 
Score: -22060550.000000 Penalty: 5943.833496
	Iteration 60F: 3 clusters Score -2.206055e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 151672 members 
Entering Unmasked Estep 
Score: -22060568.000000 Penalty: 5943.833496
	Iteration 61Q: 3 clusters Score -2.206057e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 151737 members 
Entering Unmasked Estep 
Score: -22060570.000000 Penalty: 5943.833496
	Iteration 62Q: 3 clusters Score -2.206057e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 151797 members 
Entering Unmasked Estep 
Score: -22060572.000000 Penalty: 5943.833496
	Iteration 63Q: 3 clusters Score -2.206057e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 151861 members 
Entering Unmasked Estep 
Score: -22060576.000000 Penalty: 5943.833496
	Iteration 64Q: 3 clusters Score -2.206058e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 151925 members 
Entering Unmasked Estep 
Score: -22060560.000000 Penalty: 5943.833496
	Iteration 65Q: 3 clusters Score -2.206056e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 151987 members 
Entering Unmasked Estep 
Score: -22060548.000000 Penalty: 5943.833496
	Iteration 66Q: 3 clusters Score -2.206055e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 152049 members 
Entering Unmasked Estep 
Score: -22060550.000000 Penalty: 5943.833496
	Iteration 67Q: 3 clusters Score -2.206055e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 152104 members 
Entering Unmasked Estep 
Score: -22060554.000000 Penalty: 5943.833496
	Iteration 68Q: 3 clusters Score -2.206055e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -22060532.000000 Penalty: 5943.833496
	Iteration 69Q: 3 clusters Score -2.206053e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 152195 members 
Entering Unmasked Estep 
Score: -22060540.000000 Penalty: 5943.833496
	Iteration 70Q: 3 clusters Score -2.206054e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 152236 members 
Entering Unmasked Estep 
Score: -22060538.000000 Penalty: 5943.833496
	Iteration 71Q: 3 clusters Score -2.206054e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 152279 members 
Entering Unmasked Estep 
Score: -22060532.000000 Penalty: 5943.833496
	Iteration 72Q: 3 clusters Score -2.206053e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 152313 members 
Entering Unmasked Estep 
Score: -22060546.000000 Penalty: 5943.833496
	Iteration 73Q: 3 clusters Score -2.206055e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 152347 members 
Entering Unmasked Estep 
Score: -22060548.000000 Penalty: 5943.833496
	Iteration 74Q: 3 clusters Score -2.206055e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 152379 members 
Entering Unmasked Estep 
Score: -22060548.000000 Penalty: 5943.833496
	Iteration 75Q: 3 clusters Score -2.206055e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -22060546.000000 Penalty: 5943.833496
	Iteration 76Q: 3 clusters Score -2.206055e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 152459 members 
Entering Unmasked Estep 
Score: -22060534.000000 Penalty: 5943.833496
	Iteration 77Q: 3 clusters Score -2.206053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 152487 members 
Entering Unmasked Estep 
Score: -22060510.000000 Penalty: 5943.833496
	Iteration 78Q: 3 clusters Score -2.206051e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 152510 members 
Entering Unmasked Estep 
Score: -22060498.000000 Penalty: 5943.833496
	Iteration 79Q: 3 clusters Score -2.20605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 152532 members 
Entering Unmasked Estep 
Score: -22060500.000000 Penalty: 5943.833496
	Iteration 80F: 3 clusters Score -2.20605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 152551 members 
Entering Unmasked Estep 
Score: -22060520.000000 Penalty: 5943.833496
	Iteration 81Q: 3 clusters Score -2.206052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 152569 members 
Entering Unmasked Estep 
Score: -22060526.000000 Penalty: 5943.833496
	Iteration 82Q: 3 clusters Score -2.206053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 152585 members 
Entering Unmasked Estep 
Score: -22060548.000000 Penalty: 5943.833496
	Iteration 83Q: 3 clusters Score -2.206055e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 152608 members 
Entering Unmasked Estep 
Score: -22060534.000000 Penalty: 5943.833496
	Iteration 84Q: 3 clusters Score -2.206053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 152617 members 
Entering Unmasked Estep 
Score: -22060538.000000 Penalty: 5943.833496
	Iteration 85Q: 3 clusters Score -2.206054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 152627 members 
Entering Unmasked Estep 
Score: -22060502.000000 Penalty: 5943.833496
	Iteration 86Q: 3 clusters Score -2.20605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 152636 members 
Entering Unmasked Estep 
Score: -22060498.000000 Penalty: 5943.833496
	Iteration 87Q: 3 clusters Score -2.20605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 152644 members 
Entering Unmasked Estep 
Score: -22060480.000000 Penalty: 5943.833496
	Iteration 88Q: 3 clusters Score -2.206048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 152653 members 
Entering Unmasked Estep 
Score: -22060472.000000 Penalty: 5943.833496
	Iteration 89Q: 3 clusters Score -2.206047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -22060498.000000 Penalty: 5943.833496
	Iteration 90Q: 3 clusters Score -2.20605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 152671 members 
Entering Unmasked Estep 
Score: -22060510.000000 Penalty: 5943.833496
	Iteration 91Q: 3 clusters Score -2.206051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 152680 members 
Entering Unmasked Estep 
Score: -22060516.000000 Penalty: 5943.833496
	Iteration 92Q: 3 clusters Score -2.206052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 152688 members 
Entering Unmasked Estep 
Score: -22060534.000000 Penalty: 5943.833496
	Iteration 93Q: 3 clusters Score -2.206053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 152696 members 
Entering Unmasked Estep 
Score: -22060534.000000 Penalty: 5943.833496
	Iteration 94Q: 3 clusters Score -2.206053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 152704 members 
Entering Unmasked Estep 
Score: -22060522.000000 Penalty: 5943.833496
	Iteration 95Q: 3 clusters Score -2.206052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 152713 members 
Entering Unmasked Estep 
Score: -22060520.000000 Penalty: 5943.833496
	Iteration 96Q: 3 clusters Score -2.206052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 152718 members 
Entering Unmasked Estep 
Score: -22060514.000000 Penalty: 5943.833496
	Iteration 97Q: 3 clusters Score -2.206051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 152724 members 
Entering Unmasked Estep 
Score: -22060508.000000 Penalty: 5943.833496
	Iteration 98Q: 3 clusters Score -2.206051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 152727 members 
Entering Unmasked Estep 
Score: -22060518.000000 Penalty: 5943.833496
	Iteration 99Q: 3 clusters Score -2.206052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 152731 members 
Entering Unmasked Estep 
Score: -22060522.000000 Penalty: 5943.833496
	Iteration 100F: 3 clusters Score -2.206052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 152738 members 
Entering Unmasked Estep 
Score: -22060528.000000 Penalty: 5943.833496
	Iteration 101Q: 3 clusters Score -2.206053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 152744 members 
Entering Unmasked Estep 
Score: -22060532.000000 Penalty: 5943.833496
	Iteration 102Q: 3 clusters Score -2.206053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 152753 members 
Entering Unmasked Estep 
Score: -22060524.000000 Penalty: 5943.833496
	Iteration 103Q: 3 clusters Score -2.206052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 152760 members 
Entering Unmasked Estep 
Score: -22060520.000000 Penalty: 5943.833496
	Iteration 104Q: 3 clusters Score -2.206052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 152762 members 
Entering Unmasked Estep 
Score: -22060522.000000 Penalty: 5943.833496
	Iteration 105Q: 3 clusters Score -2.206052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 152764 members 
Entering Unmasked Estep 
Score: -22060522.000000 Penalty: 5943.833496
	Iteration 106Q: 3 clusters Score -2.206052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 152765 members 
Entering Unmasked Estep 
Score: -22060526.000000 Penalty: 5943.833496
	Iteration 107Q: 3 clusters Score -2.206053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 152767 members 
Entering Unmasked Estep 
Score: -22060524.000000 Penalty: 5943.833496
	Iteration 108Q: 3 clusters Score -2.206052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 152770 members 
Entering Unmasked Estep 
Score: -22060518.000000 Penalty: 5943.833496
	Iteration 109Q: 3 clusters Score -2.206052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 152772 members 
Entering Unmasked Estep 
Score: -22060516.000000 Penalty: 5943.833496
	Iteration 110Q: 3 clusters Score -2.206052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 152774 members 
Entering Unmasked Estep 
Score: -22060510.000000 Penalty: 5943.833496
	Iteration 111Q: 3 clusters Score -2.206051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 152774 members 
Entering Unmasked Estep 
Score: -22060510.000000 Penalty: 5943.833496
	Iteration 112F: 3 clusters Score -2.206051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (93528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Entering Unmasked Estep 
Score: -12983078.000000 Penalty: 2838.612061
	Iteration 0F: 2 clusters Score -1.298308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -12920713.000000 Penalty: 5677.224121
	Iteration 0F: 3 clusters Score -1.292071e+07 nChanged 44050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -12946200.000000 Penalty: 5677.224121
	Iteration 1F: 3 clusters Score -1.29462e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -12947157.000000 Penalty: 5677.224121
	Iteration 2Q: 3 clusters Score -1.294716e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -12948397.000000 Penalty: 5677.224121
	Iteration 3Q: 3 clusters Score -1.29484e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -12950425.000000 Penalty: 5677.224121
	Iteration 4Q: 3 clusters Score -1.295042e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -12953454.000000 Penalty: 5677.224121
	Iteration 5F: 3 clusters Score -1.295345e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -12958056.000000 Penalty: 5677.224121
	Iteration 6F: 3 clusters Score -1.295806e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -12963848.000000 Penalty: 5677.224121
	Iteration 7F: 3 clusters Score -1.296385e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -12969376.000000 Penalty: 5677.224121
	Iteration 8F: 3 clusters Score -1.296938e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -12972989.000000 Penalty: 5677.224121
	Iteration 9Q: 3 clusters Score -1.297299e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -12974566.000000 Penalty: 5677.224121
	Iteration 10Q: 3 clusters Score -1.297457e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -12975379.000000 Penalty: 5677.224121
	Iteration 11Q: 3 clusters Score -1.297538e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -12975981.000000 Penalty: 5677.224121
	Iteration 12Q: 3 clusters Score -1.297598e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -12976358.000000 Penalty: 5677.224121
	Iteration 13Q: 3 clusters Score -1.297636e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79069 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -12976744.000000 Penalty: 5677.224121
	Iteration 14Q: 3 clusters Score -1.297674e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -12977127.000000 Penalty: 5677.224121
	Iteration 15Q: 3 clusters Score -1.297713e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -12977443.000000 Penalty: 5677.224121
	Iteration 16Q: 3 clusters Score -1.297744e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82009 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -12977735.000000 Penalty: 5677.224121
	Iteration 17Q: 3 clusters Score -1.297774e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -12977954.000000 Penalty: 5677.224121
	Iteration 18Q: 3 clusters Score -1.297795e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -12978228.000000 Penalty: 5677.224121
	Iteration 19Q: 3 clusters Score -1.297823e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84376 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -12978516.000000 Penalty: 5677.224121
	Iteration 20F: 3 clusters Score -1.297852e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -12978737.000000 Penalty: 5677.224121
	Iteration 21Q: 3 clusters Score -1.297874e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -12978994.000000 Penalty: 5677.224121
	Iteration 22Q: 3 clusters Score -1.297899e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -12979204.000000 Penalty: 5677.224121
	Iteration 23Q: 3 clusters Score -1.29792e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -12979458.000000 Penalty: 5677.224121
	Iteration 24Q: 3 clusters Score -1.297946e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87715 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -12979630.000000 Penalty: 5677.224121
	Iteration 25Q: 3 clusters Score -1.297963e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -12979763.000000 Penalty: 5677.224121
	Iteration 26Q: 3 clusters Score -1.297976e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88662 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -12979902.000000 Penalty: 5677.224121
	Iteration 27Q: 3 clusters Score -1.29799e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -12980044.000000 Penalty: 5677.224121
	Iteration 28Q: 3 clusters Score -1.298004e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -12980161.000000 Penalty: 5677.224121
	Iteration 29Q: 3 clusters Score -1.298016e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -12980256.000000 Penalty: 5677.224121
	Iteration 30Q: 3 clusters Score -1.298026e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -12980368.000000 Penalty: 5677.224121
	Iteration 31Q: 3 clusters Score -1.298037e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -12980436.000000 Penalty: 5677.224121
	Iteration 32Q: 3 clusters Score -1.298044e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90545 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -12980564.000000 Penalty: 5677.224121
	Iteration 33Q: 3 clusters Score -1.298056e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -12980597.000000 Penalty: 5677.224121
	Iteration 34Q: 3 clusters Score -1.29806e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -12980617.000000 Penalty: 5677.224121
	Iteration 35Q: 3 clusters Score -1.298062e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91071 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -12980643.000000 Penalty: 5677.224121
	Iteration 36Q: 3 clusters Score -1.298064e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -12980655.000000 Penalty: 5677.224121
	Iteration 37Q: 3 clusters Score -1.298066e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -12980667.000000 Penalty: 5677.224121
	Iteration 38Q: 3 clusters Score -1.298067e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -12980675.000000 Penalty: 5677.224121
	Iteration 39Q: 3 clusters Score -1.298068e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -12980695.000000 Penalty: 5677.224121
	Iteration 40F: 3 clusters Score -1.29807e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -12980717.000000 Penalty: 5677.224121
	Iteration 41Q: 3 clusters Score -1.298072e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -12980728.000000 Penalty: 5677.224121
	Iteration 42Q: 3 clusters Score -1.298073e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -12980753.000000 Penalty: 5677.224121
	Iteration 43Q: 3 clusters Score -1.298075e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -12980762.000000 Penalty: 5677.224121
	Iteration 44Q: 3 clusters Score -1.298076e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12980769.000000 Penalty: 5677.224121
	Iteration 45Q: 3 clusters Score -1.298077e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -12980784.000000 Penalty: 5677.224121
	Iteration 46Q: 3 clusters Score -1.298078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12980778.000000 Penalty: 5677.224121
	Iteration 47Q: 3 clusters Score -1.298078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91778 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -12980780.000000 Penalty: 5677.224121
	Iteration 48Q: 3 clusters Score -1.298078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12980778.000000 Penalty: 5677.224121
	Iteration 49Q: 3 clusters Score -1.298078e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -12980791.000000 Penalty: 5677.224121
	Iteration 50Q: 3 clusters Score -1.298079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -12980799.000000 Penalty: 5677.224121
	Iteration 51Q: 3 clusters Score -1.29808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -12980817.000000 Penalty: 5677.224121
	Iteration 52Q: 3 clusters Score -1.298082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91877 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12980816.000000 Penalty: 5677.224121
	Iteration 53Q: 3 clusters Score -1.298082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91893 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -12980816.000000 Penalty: 5677.224121
	Iteration 54Q: 3 clusters Score -1.298082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91907 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -12980822.000000 Penalty: 5677.224121
	Iteration 55Q: 3 clusters Score -1.298082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -12980805.000000 Penalty: 5677.224121
	Iteration 56Q: 3 clusters Score -1.29808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -12980826.000000 Penalty: 5677.224121
	Iteration 57Q: 3 clusters Score -1.298083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -12980832.000000 Penalty: 5677.224121
	Iteration 58Q: 3 clusters Score -1.298083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91966 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -12980848.000000 Penalty: 5677.224121
	Iteration 59Q: 3 clusters Score -1.298085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -12980855.000000 Penalty: 5677.224121
	Iteration 60F: 3 clusters Score -1.298086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -12980854.000000 Penalty: 5677.224121
	Iteration 61Q: 3 clusters Score -1.298085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91982 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -12980860.000000 Penalty: 5677.224121
	Iteration 62Q: 3 clusters Score -1.298086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -12980863.000000 Penalty: 5677.224121
	Iteration 63Q: 3 clusters Score -1.298086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -12980864.000000 Penalty: 5677.224121
	Iteration 64Q: 3 clusters Score -1.298086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -12980857.000000 Penalty: 5677.224121
	Iteration 65Q: 3 clusters Score -1.298086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91993 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -12980859.000000 Penalty: 5677.224121
	Iteration 66Q: 3 clusters Score -1.298086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91998 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -12980879.000000 Penalty: 5677.224121
	Iteration 67Q: 3 clusters Score -1.298088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -12980878.000000 Penalty: 5677.224121
	Iteration 68Q: 3 clusters Score -1.298088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92003 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -12980884.000000 Penalty: 5677.224121
	Iteration 69Q: 3 clusters Score -1.298088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92003 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -12980884.000000 Penalty: 5677.224121
	Iteration 70F: 3 clusters Score -1.298088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Entering Unmasked Estep 
Score: -738853.625000 Penalty: 2129.783936
	Iteration 0F: 2 clusters Score -738853.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -734098.437500 Penalty: 4259.567871
	Iteration 0F: 3 clusters Score -734098.4 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -735244.000000 Penalty: 4259.567871
	Iteration 1F: 3 clusters Score -735244 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -735438.562500 Penalty: 4259.567871
	Iteration 2F: 3 clusters Score -735438.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -735551.687500 Penalty: 4259.567871
	Iteration 3Q: 3 clusters Score -735551.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -735628.187500 Penalty: 4259.567871
	Iteration 4Q: 3 clusters Score -735628.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -735692.000000 Penalty: 4259.567871
	Iteration 5Q: 3 clusters Score -735692 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -735740.562500 Penalty: 4259.567871
	Iteration 6Q: 3 clusters Score -735740.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -735781.000000 Penalty: 4259.567871
	Iteration 7Q: 3 clusters Score -735781 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -735806.937500 Penalty: 4259.567871
	Iteration 8Q: 3 clusters Score -735806.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -735832.375000 Penalty: 4259.567871
	Iteration 9Q: 3 clusters Score -735832.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -735852.500000 Penalty: 4259.567871
	Iteration 10Q: 3 clusters Score -735852.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -735871.875000 Penalty: 4259.567871
	Iteration 11Q: 3 clusters Score -735871.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -735890.687500 Penalty: 4259.567871
	Iteration 12Q: 3 clusters Score -735890.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -735901.625000 Penalty: 4259.567871
	Iteration 13Q: 3 clusters Score -735901.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -735918.375000 Penalty: 4259.567871
	Iteration 14Q: 3 clusters Score -735918.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -735929.375000 Penalty: 4259.567871
	Iteration 15Q: 3 clusters Score -735929.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -735944.750000 Penalty: 4259.567871
	Iteration 16Q: 3 clusters Score -735944.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -735961.812500 Penalty: 4259.567871
	Iteration 17Q: 3 clusters Score -735961.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -735975.750000 Penalty: 4259.567871
	Iteration 18Q: 3 clusters Score -735975.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -735988.812500 Penalty: 4259.567871
	Iteration 19Q: 3 clusters Score -735988.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -735996.562500 Penalty: 4259.567871
	Iteration 20F: 3 clusters Score -735996.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -736009.062500 Penalty: 4259.567871
	Iteration 21Q: 3 clusters Score -736009.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -736021.250000 Penalty: 4259.567871
	Iteration 22Q: 3 clusters Score -736021.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -736035.250000 Penalty: 4259.567871
	Iteration 23Q: 3 clusters Score -736035.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -736042.125000 Penalty: 4259.567871
	Iteration 24Q: 3 clusters Score -736042.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -736050.875000 Penalty: 4259.567871
	Iteration 25Q: 3 clusters Score -736050.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -736062.562500 Penalty: 4259.567871
	Iteration 26Q: 3 clusters Score -736062.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -736076.937500 Penalty: 4259.567871
	Iteration 27Q: 3 clusters Score -736076.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -736092.750000 Penalty: 4259.567871
	Iteration 28Q: 3 clusters Score -736092.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -736108.062500 Penalty: 4259.567871
	Iteration 29Q: 3 clusters Score -736108.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -736126.500000 Penalty: 4259.567871
	Iteration 30Q: 3 clusters Score -736126.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -736150.562500 Penalty: 4259.567871
	Iteration 31Q: 3 clusters Score -736150.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -736171.062500 Penalty: 4259.567871
	Iteration 32Q: 3 clusters Score -736171.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -736196.500000 Penalty: 4259.567871
	Iteration 33Q: 3 clusters Score -736196.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -736234.812500 Penalty: 4259.567871
	Iteration 34Q: 3 clusters Score -736234.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -736269.125000 Penalty: 4259.567871
	Iteration 35Q: 3 clusters Score -736269.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -736302.625000 Penalty: 4259.567871
	Iteration 36Q: 3 clusters Score -736302.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -736334.375000 Penalty: 4259.567871
	Iteration 37Q: 3 clusters Score -736334.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -736363.375000 Penalty: 4259.567871
	Iteration 38Q: 3 clusters Score -736363.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -736387.000000 Penalty: 4259.567871
	Iteration 39Q: 3 clusters Score -736387 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -736418.062500 Penalty: 4259.567871
	Iteration 40F: 3 clusters Score -736418.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -736460.562500 Penalty: 4259.567871
	Iteration 41Q: 3 clusters Score -736460.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -736513.625000 Penalty: 4259.567871
	Iteration 42Q: 3 clusters Score -736513.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -736566.562500 Penalty: 4259.567871
	Iteration 43Q: 3 clusters Score -736566.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -736609.250000 Penalty: 4259.567871
	Iteration 44Q: 3 clusters Score -736609.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -736639.187500 Penalty: 4259.567871
	Iteration 45Q: 3 clusters Score -736639.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -736679.937500 Penalty: 4259.567871
	Iteration 46Q: 3 clusters Score -736679.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -736714.687500 Penalty: 4259.567871
	Iteration 47Q: 3 clusters Score -736714.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -736743.437500 Penalty: 4259.567871
	Iteration 48Q: 3 clusters Score -736743.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -736770.875000 Penalty: 4259.567871
	Iteration 49Q: 3 clusters Score -736770.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -736790.812500 Penalty: 4259.567871
	Iteration 50Q: 3 clusters Score -736790.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -736807.750000 Penalty: 4259.567871
	Iteration 51Q: 3 clusters Score -736807.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -736829.500000 Penalty: 4259.567871
	Iteration 52Q: 3 clusters Score -736829.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -736851.625000 Penalty: 4259.567871
	Iteration 53Q: 3 clusters Score -736851.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -736875.625000 Penalty: 4259.567871
	Iteration 54Q: 3 clusters Score -736875.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -736892.312500 Penalty: 4259.567871
	Iteration 55Q: 3 clusters Score -736892.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -736904.750000 Penalty: 4259.567871
	Iteration 56Q: 3 clusters Score -736904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -736910.750000 Penalty: 4259.567871
	Iteration 57Q: 3 clusters Score -736910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -736918.750000 Penalty: 4259.567871
	Iteration 58Q: 3 clusters Score -736918.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -736922.937500 Penalty: 4259.567871
	Iteration 59Q: 3 clusters Score -736922.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -736924.250000 Penalty: 4259.567871
	Iteration 60F: 3 clusters Score -736924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -736927.062500 Penalty: 4259.567871
	Iteration 61Q: 3 clusters Score -736927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -736933.562500 Penalty: 4259.567871
	Iteration 62Q: 3 clusters Score -736933.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -736940.125000 Penalty: 4259.567871
	Iteration 63Q: 3 clusters Score -736940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -736943.562500 Penalty: 4259.567871
	Iteration 64Q: 3 clusters Score -736943.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -736943.562500 Penalty: 4259.567871
	Iteration 65F: 3 clusters Score -736943.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Entering Unmasked Estep 
Score: -4587467.000000 Penalty: 2586.798584
	Iteration 0F: 2 clusters Score -4587467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4564406.000000 Penalty: 5173.597168
	Iteration 0F: 3 clusters Score -4564406 nChanged 15377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -4572635.000000 Penalty: 5173.597168
	Iteration 1F: 3 clusters Score -4572635 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -4573226.000000 Penalty: 5173.597168
	Iteration 2Q: 3 clusters Score -4573226 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4573855.500000 Penalty: 5173.597168
	Iteration 3Q: 3 clusters Score -4573856 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -4574630.000000 Penalty: 5173.597168
	Iteration 4Q: 3 clusters Score -4574630 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -4575746.500000 Penalty: 5173.597168
	Iteration 5F: 3 clusters Score -4575746 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -4577088.500000 Penalty: 5173.597168
	Iteration 6F: 3 clusters Score -4577088 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -4578515.000000 Penalty: 5173.597168
	Iteration 7F: 3 clusters Score -4578515 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -4579887.000000 Penalty: 5173.597168
	Iteration 8F: 3 clusters Score -4579887 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -4581123.000000 Penalty: 5173.597168
	Iteration 9F: 3 clusters Score -4581123 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4582170.000000 Penalty: 5173.597168
	Iteration 10Q: 3 clusters Score -4582170 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4582894.000000 Penalty: 5173.597168
	Iteration 11Q: 3 clusters Score -4582894 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4583445.500000 Penalty: 5173.597168
	Iteration 12Q: 3 clusters Score -4583446 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4583866.500000 Penalty: 5173.597168
	Iteration 13Q: 3 clusters Score -4583866 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4584211.500000 Penalty: 5173.597168
	Iteration 14Q: 3 clusters Score -4584212 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4584464.000000 Penalty: 5173.597168
	Iteration 15Q: 3 clusters Score -4584464 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4584659.500000 Penalty: 5173.597168
	Iteration 16Q: 3 clusters Score -4584660 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4584809.500000 Penalty: 5173.597168
	Iteration 17Q: 3 clusters Score -4584810 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4584916.500000 Penalty: 5173.597168
	Iteration 18Q: 3 clusters Score -4584916 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4585001.500000 Penalty: 5173.597168
	Iteration 19Q: 3 clusters Score -4585002 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4585073.000000 Penalty: 5173.597168
	Iteration 20F: 3 clusters Score -4585073 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4585117.500000 Penalty: 5173.597168
	Iteration 21Q: 3 clusters Score -4585118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4585142.000000 Penalty: 5173.597168
	Iteration 22Q: 3 clusters Score -4585142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4585171.500000 Penalty: 5173.597168
	Iteration 23Q: 3 clusters Score -4585172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4585198.000000 Penalty: 5173.597168
	Iteration 24Q: 3 clusters Score -4585198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4585214.000000 Penalty: 5173.597168
	Iteration 25Q: 3 clusters Score -4585214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4585210.500000 Penalty: 5173.597168
	Iteration 26Q: 3 clusters Score -4585210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4585222.000000 Penalty: 5173.597168
	Iteration 27Q: 3 clusters Score -4585222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4585232.500000 Penalty: 5173.597168
	Iteration 28Q: 3 clusters Score -4585232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4585241.500000 Penalty: 5173.597168
	Iteration 29Q: 3 clusters Score -4585242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4585244.500000 Penalty: 5173.597168
	Iteration 30Q: 3 clusters Score -4585244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4585248.000000 Penalty: 5173.597168
	Iteration 31Q: 3 clusters Score -4585248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4585251.000000 Penalty: 5173.597168
	Iteration 32Q: 3 clusters Score -4585251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4585251.000000 Penalty: 5173.597168
	Iteration 33Q: 3 clusters Score -4585251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4585250.000000 Penalty: 5173.597168
	Iteration 34Q: 3 clusters Score -4585250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4585253.500000 Penalty: 5173.597168
	Iteration 35Q: 3 clusters Score -4585254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4585252.500000 Penalty: 5173.597168
	Iteration 36Q: 3 clusters Score -4585252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4585253.500000 Penalty: 5173.597168
	Iteration 37Q: 3 clusters Score -4585254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4585259.000000 Penalty: 5173.597168
	Iteration 38Q: 3 clusters Score -4585259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4585260.500000 Penalty: 5173.597168
	Iteration 39Q: 3 clusters Score -4585260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4585262.000000 Penalty: 5173.597168
	Iteration 40F: 3 clusters Score -4585262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4585266.000000 Penalty: 5173.597168
	Iteration 41Q: 3 clusters Score -4585266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4585267.000000 Penalty: 5173.597168
	Iteration 42Q: 3 clusters Score -4585267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4585264.500000 Penalty: 5173.597168
	Iteration 43Q: 3 clusters Score -4585264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4585263.500000 Penalty: 5173.597168
	Iteration 44Q: 3 clusters Score -4585264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4585269.000000 Penalty: 5173.597168
	Iteration 45Q: 3 clusters Score -4585269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4585269.000000 Penalty: 5173.597168
	Iteration 46F: 3 clusters Score -4585269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -24049.376953 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -24049.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22943.726562 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22943.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23015.228516 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -23015.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23048.517578 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -23048.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23050.816406 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -23050.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23050.816406 Penalty: 2666.138184
	Iteration 4F: 3 clusters Score -23050.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Entering Unmasked Estep 
Score: -521009.968750 Penalty: 2054.556885
	Iteration 0F: 2 clusters Score -521010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -517105.468750 Penalty: 4109.113770
	Iteration 0F: 3 clusters Score -517105.5 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -517972.812500 Penalty: 4109.113770
	Iteration 1F: 3 clusters Score -517972.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -518165.312500 Penalty: 4109.113770
	Iteration 2F: 3 clusters Score -518165.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -518270.781250 Penalty: 4109.113770
	Iteration 3Q: 3 clusters Score -518270.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -518346.906250 Penalty: 4109.113770
	Iteration 4Q: 3 clusters Score -518346.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -518415.406250 Penalty: 4109.113770
	Iteration 5Q: 3 clusters Score -518415.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -518475.000000 Penalty: 4109.113770
	Iteration 6Q: 3 clusters Score -518475 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -518542.937500 Penalty: 4109.113770
	Iteration 7Q: 3 clusters Score -518542.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -518603.750000 Penalty: 4109.113770
	Iteration 8Q: 3 clusters Score -518603.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -518662.468750 Penalty: 4109.113770
	Iteration 9Q: 3 clusters Score -518662.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -518699.718750 Penalty: 4109.113770
	Iteration 10Q: 3 clusters Score -518699.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -518742.406250 Penalty: 4109.113770
	Iteration 11Q: 3 clusters Score -518742.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -518777.500000 Penalty: 4109.113770
	Iteration 12Q: 3 clusters Score -518777.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -518825.468750 Penalty: 4109.113770
	Iteration 13Q: 3 clusters Score -518825.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -518873.000000 Penalty: 4109.113770
	Iteration 14Q: 3 clusters Score -518873 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -518933.718750 Penalty: 4109.113770
	Iteration 15Q: 3 clusters Score -518933.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -518978.687500 Penalty: 4109.113770
	Iteration 16Q: 3 clusters Score -518978.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -519020.312500 Penalty: 4109.113770
	Iteration 17Q: 3 clusters Score -519020.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -519066.156250 Penalty: 4109.113770
	Iteration 18Q: 3 clusters Score -519066.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -519107.406250 Penalty: 4109.113770
	Iteration 19Q: 3 clusters Score -519107.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -519148.656250 Penalty: 4109.113770
	Iteration 20F: 3 clusters Score -519148.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -519182.281250 Penalty: 4109.113770
	Iteration 21Q: 3 clusters Score -519182.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -519213.625000 Penalty: 4109.113770
	Iteration 22Q: 3 clusters Score -519213.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -519232.781250 Penalty: 4109.113770
	Iteration 23Q: 3 clusters Score -519232.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -519255.812500 Penalty: 4109.113770
	Iteration 24Q: 3 clusters Score -519255.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -519269.656250 Penalty: 4109.113770
	Iteration 25Q: 3 clusters Score -519269.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -519278.687500 Penalty: 4109.113770
	Iteration 26Q: 3 clusters Score -519278.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -519291.093750 Penalty: 4109.113770
	Iteration 27Q: 3 clusters Score -519291.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -519298.937500 Penalty: 4109.113770
	Iteration 28Q: 3 clusters Score -519298.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -519309.656250 Penalty: 4109.113770
	Iteration 29Q: 3 clusters Score -519309.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -519324.906250 Penalty: 4109.113770
	Iteration 30Q: 3 clusters Score -519324.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -519338.500000 Penalty: 4109.113770
	Iteration 31Q: 3 clusters Score -519338.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -519348.187500 Penalty: 4109.113770
	Iteration 32Q: 3 clusters Score -519348.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -519356.562500 Penalty: 4109.113770
	Iteration 33Q: 3 clusters Score -519356.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -519360.000000 Penalty: 4109.113770
	Iteration 34Q: 3 clusters Score -519360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -519366.625000 Penalty: 4109.113770
	Iteration 35Q: 3 clusters Score -519366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -519369.531250 Penalty: 4109.113770
	Iteration 36Q: 3 clusters Score -519369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -519371.093750 Penalty: 4109.113770
	Iteration 37Q: 3 clusters Score -519371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -519372.625000 Penalty: 4109.113770
	Iteration 38Q: 3 clusters Score -519372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -519373.156250 Penalty: 4109.113770
	Iteration 39Q: 3 clusters Score -519373.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -519373.156250 Penalty: 4109.113770
	Iteration 40F: 3 clusters Score -519373.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -158648.625000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -156579.437500 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156579.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -156955.296875 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -156955.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -157114.875000 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157114.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -157193.671875 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -157193.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -157244.984375 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -157245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -157294.109375 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157294.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -157331.796875 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157331.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -157361.328125 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157361.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -157369.375000 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -157375.656250 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -157378.421875 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -157380.468750 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -157380.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -157383.828125 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -157383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -157386.406250 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -157386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -157390.234375 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -157390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -157397.609375 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -157397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -157400.796875 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -157400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -157401.921875 Penalty: 3509.601318
	Iteration 17Q: 3 clusters Score -157401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -157404.515625 Penalty: 3509.601318
	Iteration 18Q: 3 clusters Score -157404.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -157405.468750 Penalty: 3509.601318
	Iteration 19Q: 3 clusters Score -157405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -157405.468750 Penalty: 3509.601318
	Iteration 20F: 3 clusters Score -157405.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (170107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170107 members 
Entering Unmasked Estep 
Score: -23533530.000000 Penalty: 2986.957275
	Iteration 0F: 2 clusters Score -2.353353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -23422804.000000 Penalty: 5973.914551
	Iteration 0F: 3 clusters Score -2.34228e+07 nChanged 81718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -23470330.000000 Penalty: 5973.914551
	Iteration 1F: 3 clusters Score -2.347033e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81275 members 
Mstep: Class 2 contains 88832 members 
Entering Unmasked Estep 
Score: -23471034.000000 Penalty: 5973.914551
	Iteration 2Q: 3 clusters Score -2.347103e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -23472042.000000 Penalty: 5973.914551
	Iteration 3Q: 3 clusters Score -2.347204e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 94678 members 
Entering Unmasked Estep 
Score: -23473318.000000 Penalty: 5973.914551
	Iteration 4Q: 3 clusters Score -2.347332e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -23475580.000000 Penalty: 5973.914551
	Iteration 5Q: 3 clusters Score -2.347558e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 108235 members 
Entering Unmasked Estep 
Score: -23479964.000000 Penalty: 5973.914551
	Iteration 6Q: 3 clusters Score -2.347996e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 119839 members 
Entering Unmasked Estep 
Score: -23487810.000000 Penalty: 5973.914551
	Iteration 7F: 3 clusters Score -2.348781e+07 nChanged 14807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 134566 members 
Entering Unmasked Estep 
Score: -23500378.000000 Penalty: 5973.914551
	Iteration 8F: 3 clusters Score -2.350038e+07 nChanged 14895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 149397 members 
Entering Unmasked Estep 
Score: -23514164.000000 Penalty: 5973.914551
	Iteration 9F: 3 clusters Score -2.351416e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 159984 members 
Entering Unmasked Estep 
Score: -23523622.000000 Penalty: 5973.914551
	Iteration 10F: 3 clusters Score -2.352362e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -23528166.000000 Penalty: 5973.914551
	Iteration 11Q: 3 clusters Score -2.352817e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 167285 members 
Entering Unmasked Estep 
Score: -23530058.000000 Penalty: 5973.914551
	Iteration 12Q: 3 clusters Score -2.353006e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 167922 members 
Entering Unmasked Estep 
Score: -23530958.000000 Penalty: 5973.914551
	Iteration 13Q: 3 clusters Score -2.353096e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -23531240.000000 Penalty: 5973.914551
	Iteration 14Q: 3 clusters Score -2.353124e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 168187 members 
Entering Unmasked Estep 
Score: -23531444.000000 Penalty: 5973.914551
	Iteration 15Q: 3 clusters Score -2.353144e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 168211 members 
Entering Unmasked Estep 
Score: -23531534.000000 Penalty: 5973.914551
	Iteration 16Q: 3 clusters Score -2.353153e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 168210 members 
Entering Unmasked Estep 
Score: -23531572.000000 Penalty: 5973.914551
	Iteration 17Q: 3 clusters Score -2.353157e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 168190 members 
Entering Unmasked Estep 
Score: -23531606.000000 Penalty: 5973.914551
	Iteration 18Q: 3 clusters Score -2.353161e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 168191 members 
Entering Unmasked Estep 
Score: -23531634.000000 Penalty: 5973.914551
	Iteration 19Q: 3 clusters Score -2.353163e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 168176 members 
Entering Unmasked Estep 
Score: -23531676.000000 Penalty: 5973.914551
	Iteration 20F: 3 clusters Score -2.353168e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 168170 members 
Entering Unmasked Estep 
Score: -23531706.000000 Penalty: 5973.914551
	Iteration 21Q: 3 clusters Score -2.353171e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 168162 members 
Entering Unmasked Estep 
Score: -23531706.000000 Penalty: 5973.914551
	Iteration 22Q: 3 clusters Score -2.353171e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 168172 members 
Entering Unmasked Estep 
Score: -23531734.000000 Penalty: 5973.914551
	Iteration 23Q: 3 clusters Score -2.353173e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 168175 members 
Entering Unmasked Estep 
Score: -23531768.000000 Penalty: 5973.914551
	Iteration 24Q: 3 clusters Score -2.353177e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 168171 members 
Entering Unmasked Estep 
Score: -23531774.000000 Penalty: 5973.914551
	Iteration 25Q: 3 clusters Score -2.353177e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 168163 members 
Entering Unmasked Estep 
Score: -23531784.000000 Penalty: 5973.914551
	Iteration 26Q: 3 clusters Score -2.353178e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 168157 members 
Entering Unmasked Estep 
Score: -23531784.000000 Penalty: 5973.914551
	Iteration 27Q: 3 clusters Score -2.353178e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 168158 members 
Entering Unmasked Estep 
Score: -23531780.000000 Penalty: 5973.914551
	Iteration 28Q: 3 clusters Score -2.353178e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 168155 members 
Entering Unmasked Estep 
Score: -23531796.000000 Penalty: 5973.914551
	Iteration 29Q: 3 clusters Score -2.35318e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 168152 members 
Entering Unmasked Estep 
Score: -23531780.000000 Penalty: 5973.914551
	Iteration 30Q: 3 clusters Score -2.353178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 168155 members 
Entering Unmasked Estep 
Score: -23531804.000000 Penalty: 5973.914551
	Iteration 31Q: 3 clusters Score -2.35318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 168156 members 
Entering Unmasked Estep 
Score: -23531802.000000 Penalty: 5973.914551
	Iteration 32Q: 3 clusters Score -2.35318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 168156 members 
Entering Unmasked Estep 
Score: -23531788.000000 Penalty: 5973.914551
	Iteration 33Q: 3 clusters Score -2.353179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 168158 members 
Entering Unmasked Estep 
Score: -23531792.000000 Penalty: 5973.914551
	Iteration 34Q: 3 clusters Score -2.353179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 168156 members 
Entering Unmasked Estep 
Score: -23531800.000000 Penalty: 5973.914551
	Iteration 35Q: 3 clusters Score -2.35318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 168152 members 
Entering Unmasked Estep 
Score: -23531784.000000 Penalty: 5973.914551
	Iteration 36Q: 3 clusters Score -2.353178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 168148 members 
Entering Unmasked Estep 
Score: -23531794.000000 Penalty: 5973.914551
	Iteration 37Q: 3 clusters Score -2.353179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 168149 members 
Entering Unmasked Estep 
Score: -23531786.000000 Penalty: 5973.914551
	Iteration 38Q: 3 clusters Score -2.353179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 168152 members 
Entering Unmasked Estep 
Score: -23531788.000000 Penalty: 5973.914551
	Iteration 39Q: 3 clusters Score -2.353179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 168156 members 
Entering Unmasked Estep 
Score: -23531792.000000 Penalty: 5973.914551
	Iteration 40F: 3 clusters Score -2.353179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 168155 members 
Entering Unmasked Estep 
Score: -23531796.000000 Penalty: 5973.914551
	Iteration 41Q: 3 clusters Score -2.35318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 168155 members 
Entering Unmasked Estep 
Score: -23531796.000000 Penalty: 5973.914551
	Iteration 42F: 3 clusters Score -2.35318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (78168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Entering Unmasked Estep 
Score: -10845644.000000 Penalty: 2794.120850
	Iteration 0F: 2 clusters Score -1.084564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -10793203.000000 Penalty: 5588.241699
	Iteration 0F: 3 clusters Score -1.07932e+07 nChanged 36890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -10813829.000000 Penalty: 5588.241699
	Iteration 1F: 3 clusters Score -1.081383e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -10814498.000000 Penalty: 5588.241699
	Iteration 2Q: 3 clusters Score -1.08145e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -10815353.000000 Penalty: 5588.241699
	Iteration 3Q: 3 clusters Score -1.081535e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -10816409.000000 Penalty: 5588.241699
	Iteration 4Q: 3 clusters Score -1.081641e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -10817818.000000 Penalty: 5588.241699
	Iteration 5Q: 3 clusters Score -1.081782e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -10819690.000000 Penalty: 5588.241699
	Iteration 6Q: 3 clusters Score -1.081969e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -10822219.000000 Penalty: 5588.241699
	Iteration 7F: 3 clusters Score -1.082222e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -10825015.000000 Penalty: 5588.241699
	Iteration 8F: 3 clusters Score -1.082502e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -10828096.000000 Penalty: 5588.241699
	Iteration 9F: 3 clusters Score -1.08281e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -10830903.000000 Penalty: 5588.241699
	Iteration 10F: 3 clusters Score -1.08309e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -10832618.000000 Penalty: 5588.241699
	Iteration 11Q: 3 clusters Score -1.083262e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -10833325.000000 Penalty: 5588.241699
	Iteration 12Q: 3 clusters Score -1.083332e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -10833570.000000 Penalty: 5588.241699
	Iteration 13Q: 3 clusters Score -1.083357e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -10833780.000000 Penalty: 5588.241699
	Iteration 14Q: 3 clusters Score -1.083378e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -10833941.000000 Penalty: 5588.241699
	Iteration 15Q: 3 clusters Score -1.083394e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -10834070.000000 Penalty: 5588.241699
	Iteration 16Q: 3 clusters Score -1.083407e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -10834209.000000 Penalty: 5588.241699
	Iteration 17Q: 3 clusters Score -1.083421e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -10834308.000000 Penalty: 5588.241699
	Iteration 18Q: 3 clusters Score -1.083431e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -10834401.000000 Penalty: 5588.241699
	Iteration 19Q: 3 clusters Score -1.08344e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -10834493.000000 Penalty: 5588.241699
	Iteration 20F: 3 clusters Score -1.083449e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -10834600.000000 Penalty: 5588.241699
	Iteration 21Q: 3 clusters Score -1.08346e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -10834683.000000 Penalty: 5588.241699
	Iteration 22Q: 3 clusters Score -1.083468e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -10834788.000000 Penalty: 5588.241699
	Iteration 23Q: 3 clusters Score -1.083479e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -10834893.000000 Penalty: 5588.241699
	Iteration 24Q: 3 clusters Score -1.083489e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -10834971.000000 Penalty: 5588.241699
	Iteration 25Q: 3 clusters Score -1.083497e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -10835051.000000 Penalty: 5588.241699
	Iteration 26Q: 3 clusters Score -1.083505e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -10835132.000000 Penalty: 5588.241699
	Iteration 27Q: 3 clusters Score -1.083513e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -10835156.000000 Penalty: 5588.241699
	Iteration 28Q: 3 clusters Score -1.083516e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -10835217.000000 Penalty: 5588.241699
	Iteration 29Q: 3 clusters Score -1.083522e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -10835343.000000 Penalty: 5588.241699
	Iteration 30Q: 3 clusters Score -1.083534e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -10835492.000000 Penalty: 5588.241699
	Iteration 31Q: 3 clusters Score -1.083549e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -10835629.000000 Penalty: 5588.241699
	Iteration 32Q: 3 clusters Score -1.083563e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -10835827.000000 Penalty: 5588.241699
	Iteration 33Q: 3 clusters Score -1.083583e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -10835930.000000 Penalty: 5588.241699
	Iteration 34Q: 3 clusters Score -1.083593e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -10836133.000000 Penalty: 5588.241699
	Iteration 35Q: 3 clusters Score -1.083613e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -10836292.000000 Penalty: 5588.241699
	Iteration 36Q: 3 clusters Score -1.083629e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -10836435.000000 Penalty: 5588.241699
	Iteration 37Q: 3 clusters Score -1.083644e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -10836558.000000 Penalty: 5588.241699
	Iteration 38Q: 3 clusters Score -1.083656e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -10836784.000000 Penalty: 5588.241699
	Iteration 39Q: 3 clusters Score -1.083678e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -10836927.000000 Penalty: 5588.241699
	Iteration 40F: 3 clusters Score -1.083693e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -10837138.000000 Penalty: 5588.241699
	Iteration 41Q: 3 clusters Score -1.083714e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -10837420.000000 Penalty: 5588.241699
	Iteration 42Q: 3 clusters Score -1.083742e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -10837697.000000 Penalty: 5588.241699
	Iteration 43Q: 3 clusters Score -1.08377e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -10837917.000000 Penalty: 5588.241699
	Iteration 44Q: 3 clusters Score -1.083792e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -10838177.000000 Penalty: 5588.241699
	Iteration 45Q: 3 clusters Score -1.083818e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -10838384.000000 Penalty: 5588.241699
	Iteration 46Q: 3 clusters Score -1.083838e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -10838587.000000 Penalty: 5588.241699
	Iteration 47Q: 3 clusters Score -1.083859e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -10838816.000000 Penalty: 5588.241699
	Iteration 48Q: 3 clusters Score -1.083882e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -10839031.000000 Penalty: 5588.241699
	Iteration 49Q: 3 clusters Score -1.083903e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -10839325.000000 Penalty: 5588.241699
	Iteration 50Q: 3 clusters Score -1.083932e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -10839482.000000 Penalty: 5588.241699
	Iteration 51Q: 3 clusters Score -1.083948e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -10839690.000000 Penalty: 5588.241699
	Iteration 52Q: 3 clusters Score -1.083969e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -10839988.000000 Penalty: 5588.241699
	Iteration 53Q: 3 clusters Score -1.083999e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -10840229.000000 Penalty: 5588.241699
	Iteration 54Q: 3 clusters Score -1.084023e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 66477 members 
Entering Unmasked Estep 
Score: -10840470.000000 Penalty: 5588.241699
	Iteration 55Q: 3 clusters Score -1.084047e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 67308 members 
Entering Unmasked Estep 
Score: -10840700.000000 Penalty: 5588.241699
	Iteration 56Q: 3 clusters Score -1.08407e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -10840924.000000 Penalty: 5588.241699
	Iteration 57Q: 3 clusters Score -1.084092e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -10841211.000000 Penalty: 5588.241699
	Iteration 58Q: 3 clusters Score -1.084121e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -10841399.000000 Penalty: 5588.241699
	Iteration 59Q: 3 clusters Score -1.08414e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -10841592.000000 Penalty: 5588.241699
	Iteration 60F: 3 clusters Score -1.084159e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -10841838.000000 Penalty: 5588.241699
	Iteration 61Q: 3 clusters Score -1.084184e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -10842066.000000 Penalty: 5588.241699
	Iteration 62Q: 3 clusters Score -1.084207e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 72006 members 
Entering Unmasked Estep 
Score: -10842253.000000 Penalty: 5588.241699
	Iteration 63Q: 3 clusters Score -1.084225e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -10842412.000000 Penalty: 5588.241699
	Iteration 64Q: 3 clusters Score -1.084241e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 73008 members 
Entering Unmasked Estep 
Score: -10842576.000000 Penalty: 5588.241699
	Iteration 65Q: 3 clusters Score -1.084258e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -10842729.000000 Penalty: 5588.241699
	Iteration 66Q: 3 clusters Score -1.084273e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -10842806.000000 Penalty: 5588.241699
	Iteration 67Q: 3 clusters Score -1.084281e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -10842879.000000 Penalty: 5588.241699
	Iteration 68Q: 3 clusters Score -1.084288e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -10842945.000000 Penalty: 5588.241699
	Iteration 69Q: 3 clusters Score -1.084294e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -10843074.000000 Penalty: 5588.241699
	Iteration 70Q: 3 clusters Score -1.084307e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -10843146.000000 Penalty: 5588.241699
	Iteration 71Q: 3 clusters Score -1.084315e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 74989 members 
Entering Unmasked Estep 
Score: -10843177.000000 Penalty: 5588.241699
	Iteration 72Q: 3 clusters Score -1.084318e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -10843224.000000 Penalty: 5588.241699
	Iteration 73Q: 3 clusters Score -1.084322e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 75301 members 
Entering Unmasked Estep 
Score: -10843264.000000 Penalty: 5588.241699
	Iteration 74Q: 3 clusters Score -1.084326e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -10843262.000000 Penalty: 5588.241699
	Iteration 75Q: 3 clusters Score -1.084326e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -10843314.000000 Penalty: 5588.241699
	Iteration 76Q: 3 clusters Score -1.084331e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -10843349.000000 Penalty: 5588.241699
	Iteration 77Q: 3 clusters Score -1.084335e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -10843373.000000 Penalty: 5588.241699
	Iteration 78Q: 3 clusters Score -1.084337e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -10843389.000000 Penalty: 5588.241699
	Iteration 79Q: 3 clusters Score -1.084339e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 75921 members 
Entering Unmasked Estep 
Score: -10843401.000000 Penalty: 5588.241699
	Iteration 80F: 3 clusters Score -1.08434e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -10843442.000000 Penalty: 5588.241699
	Iteration 81Q: 3 clusters Score -1.084344e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -10843420.000000 Penalty: 5588.241699
	Iteration 82Q: 3 clusters Score -1.084342e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 76109 members 
Entering Unmasked Estep 
Score: -10843467.000000 Penalty: 5588.241699
	Iteration 83Q: 3 clusters Score -1.084347e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -10843466.000000 Penalty: 5588.241699
	Iteration 84Q: 3 clusters Score -1.084347e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -10843496.000000 Penalty: 5588.241699
	Iteration 85Q: 3 clusters Score -1.08435e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -10843519.000000 Penalty: 5588.241699
	Iteration 86Q: 3 clusters Score -1.084352e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 76274 members 
Entering Unmasked Estep 
Score: -10843517.000000 Penalty: 5588.241699
	Iteration 87Q: 3 clusters Score -1.084352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -10843519.000000 Penalty: 5588.241699
	Iteration 88Q: 3 clusters Score -1.084352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -10843536.000000 Penalty: 5588.241699
	Iteration 89Q: 3 clusters Score -1.084354e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -10843519.000000 Penalty: 5588.241699
	Iteration 90Q: 3 clusters Score -1.084352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -10843542.000000 Penalty: 5588.241699
	Iteration 91Q: 3 clusters Score -1.084354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -10843568.000000 Penalty: 5588.241699
	Iteration 92Q: 3 clusters Score -1.084357e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -10843562.000000 Penalty: 5588.241699
	Iteration 93Q: 3 clusters Score -1.084356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -10843565.000000 Penalty: 5588.241699
	Iteration 94Q: 3 clusters Score -1.084356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 76442 members 
Entering Unmasked Estep 
Score: -10843563.000000 Penalty: 5588.241699
	Iteration 95Q: 3 clusters Score -1.084356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -10843572.000000 Penalty: 5588.241699
	Iteration 96Q: 3 clusters Score -1.084357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -10843569.000000 Penalty: 5588.241699
	Iteration 97Q: 3 clusters Score -1.084357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -10843574.000000 Penalty: 5588.241699
	Iteration 98Q: 3 clusters Score -1.084357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
Score: -10843576.000000 Penalty: 5588.241699
	Iteration 99Q: 3 clusters Score -1.084358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 76472 members 
Entering Unmasked Estep 
Score: -10843578.000000 Penalty: 5588.241699
	Iteration 100F: 3 clusters Score -1.084358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -10843586.000000 Penalty: 5588.241699
	Iteration 101Q: 3 clusters Score -1.084359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -10843572.000000 Penalty: 5588.241699
	Iteration 102Q: 3 clusters Score -1.084357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -10843571.000000 Penalty: 5588.241699
	Iteration 103Q: 3 clusters Score -1.084357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -10843581.000000 Penalty: 5588.241699
	Iteration 104Q: 3 clusters Score -1.084358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -10843583.000000 Penalty: 5588.241699
	Iteration 105Q: 3 clusters Score -1.084358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -10843587.000000 Penalty: 5588.241699
	Iteration 106Q: 3 clusters Score -1.084359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 76524 members 
Entering Unmasked Estep 
Score: -10843584.000000 Penalty: 5588.241699
	Iteration 107Q: 3 clusters Score -1.084358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -10843597.000000 Penalty: 5588.241699
	Iteration 108Q: 3 clusters Score -1.08436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -10843604.000000 Penalty: 5588.241699
	Iteration 109Q: 3 clusters Score -1.08436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -10843596.000000 Penalty: 5588.241699
	Iteration 110Q: 3 clusters Score -1.08436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -10843596.000000 Penalty: 5588.241699
	Iteration 111Q: 3 clusters Score -1.08436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -10843598.000000 Penalty: 5588.241699
	Iteration 112Q: 3 clusters Score -1.08436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -10843604.000000 Penalty: 5588.241699
	Iteration 113Q: 3 clusters Score -1.08436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -10843602.000000 Penalty: 5588.241699
	Iteration 114Q: 3 clusters Score -1.08436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -10843597.000000 Penalty: 5588.241699
	Iteration 115Q: 3 clusters Score -1.08436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -10843597.000000 Penalty: 5588.241699
	Iteration 116Q: 3 clusters Score -1.08436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -10843600.000000 Penalty: 5588.241699
	Iteration 117Q: 3 clusters Score -1.08436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -10843606.000000 Penalty: 5588.241699
	Iteration 118Q: 3 clusters Score -1.084361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -10843606.000000 Penalty: 5588.241699
	Iteration 119F: 3 clusters Score -1.084361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -160521.531250 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -160521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158417.125000 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -158417.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -158780.437500 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -158780.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -158974.140625 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -158974.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -159159.828125 Penalty: 3522.022705
	Iteration 3F: 3 clusters Score -159159.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -159259.593750 Penalty: 3522.022705
	Iteration 4F: 3 clusters Score -159259.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -159331.734375 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -159331.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -159388.296875 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -159388.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -159435.390625 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -159435.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -159475.234375 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -159475.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -159511.781250 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -159511.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -159540.421875 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -159540.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -159569.500000 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -159569.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -159595.234375 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -159595.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -159613.812500 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -159613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -159617.796875 Penalty: 3522.022705
	Iteration 14Q: 3 clusters Score -159617.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -159634.546875 Penalty: 3522.022705
	Iteration 15Q: 3 clusters Score -159634.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -159652.875000 Penalty: 3522.022705
	Iteration 16Q: 3 clusters Score -159652.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -159669.343750 Penalty: 3522.022705
	Iteration 17Q: 3 clusters Score -159669.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -159678.718750 Penalty: 3522.022705
	Iteration 18Q: 3 clusters Score -159678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -159684.578125 Penalty: 3522.022705
	Iteration 19Q: 3 clusters Score -159684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -159687.453125 Penalty: 3522.022705
	Iteration 20F: 3 clusters Score -159687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -159690.687500 Penalty: 3522.022705
	Iteration 21Q: 3 clusters Score -159690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -159691.937500 Penalty: 3522.022705
	Iteration 22Q: 3 clusters Score -159691.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -159693.859375 Penalty: 3522.022705
	Iteration 23Q: 3 clusters Score -159693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -159693.859375 Penalty: 3522.022705
	Iteration 24F: 3 clusters Score -159693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -13573.099609 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -13573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12667.996094 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -12668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12673.060547 Penalty: 2386.843506
	Iteration 1Q: 3 clusters Score -12673.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12673.060547 Penalty: 2386.843506
	Iteration 2F: 3 clusters Score -12673.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (81939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Entering Unmasked Estep 
Score: -11411023.000000 Penalty: 2805.805176
	Iteration 0F: 2 clusters Score -1.141102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -11356096.000000 Penalty: 5611.610352
	Iteration 0F: 3 clusters Score -1.13561e+07 nChanged 38553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -11377775.000000 Penalty: 5611.610352
	Iteration 1F: 3 clusters Score -1.137778e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -11378486.000000 Penalty: 5611.610352
	Iteration 2Q: 3 clusters Score -1.137849e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -11379301.000000 Penalty: 5611.610352
	Iteration 3Q: 3 clusters Score -1.13793e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -11380380.000000 Penalty: 5611.610352
	Iteration 4Q: 3 clusters Score -1.138038e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -11382119.000000 Penalty: 5611.610352
	Iteration 5Q: 3 clusters Score -1.138212e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -11384966.000000 Penalty: 5611.610352
	Iteration 6F: 3 clusters Score -1.138497e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -11389862.000000 Penalty: 5611.610352
	Iteration 7F: 3 clusters Score -1.138986e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -11396746.000000 Penalty: 5611.610352
	Iteration 8F: 3 clusters Score -1.139675e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -11403047.000000 Penalty: 5611.610352
	Iteration 9F: 3 clusters Score -1.140305e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -11406633.000000 Penalty: 5611.610352
	Iteration 10Q: 3 clusters Score -1.140663e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11407906.000000 Penalty: 5611.610352
	Iteration 11Q: 3 clusters Score -1.140791e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81203 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11408385.000000 Penalty: 5611.610352
	Iteration 12Q: 3 clusters Score -1.140838e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11408702.000000 Penalty: 5611.610352
	Iteration 13Q: 3 clusters Score -1.14087e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11408920.000000 Penalty: 5611.610352
	Iteration 14Q: 3 clusters Score -1.140892e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11409016.000000 Penalty: 5611.610352
	Iteration 15Q: 3 clusters Score -1.140902e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11409088.000000 Penalty: 5611.610352
	Iteration 16Q: 3 clusters Score -1.140909e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11409143.000000 Penalty: 5611.610352
	Iteration 17Q: 3 clusters Score -1.140914e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11409167.000000 Penalty: 5611.610352
	Iteration 18Q: 3 clusters Score -1.140917e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11409215.000000 Penalty: 5611.610352
	Iteration 19Q: 3 clusters Score -1.140922e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -11409254.000000 Penalty: 5611.610352
	Iteration 20F: 3 clusters Score -1.140925e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11409271.000000 Penalty: 5611.610352
	Iteration 21Q: 3 clusters Score -1.140927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -11409289.000000 Penalty: 5611.610352
	Iteration 22Q: 3 clusters Score -1.140929e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11409318.000000 Penalty: 5611.610352
	Iteration 23Q: 3 clusters Score -1.140932e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11409335.000000 Penalty: 5611.610352
	Iteration 24Q: 3 clusters Score -1.140934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11409354.000000 Penalty: 5611.610352
	Iteration 25Q: 3 clusters Score -1.140935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -11409359.000000 Penalty: 5611.610352
	Iteration 26Q: 3 clusters Score -1.140936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -11409386.000000 Penalty: 5611.610352
	Iteration 27Q: 3 clusters Score -1.140939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11409389.000000 Penalty: 5611.610352
	Iteration 28Q: 3 clusters Score -1.140939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11409402.000000 Penalty: 5611.610352
	Iteration 29Q: 3 clusters Score -1.14094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11409419.000000 Penalty: 5611.610352
	Iteration 30Q: 3 clusters Score -1.140942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81259 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11409439.000000 Penalty: 5611.610352
	Iteration 31Q: 3 clusters Score -1.140944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81258 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11409430.000000 Penalty: 5611.610352
	Iteration 32Q: 3 clusters Score -1.140943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11409433.000000 Penalty: 5611.610352
	Iteration 33Q: 3 clusters Score -1.140943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11409434.000000 Penalty: 5611.610352
	Iteration 34Q: 3 clusters Score -1.140943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11409433.000000 Penalty: 5611.610352
	Iteration 35Q: 3 clusters Score -1.140943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11409439.000000 Penalty: 5611.610352
	Iteration 36Q: 3 clusters Score -1.140944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11409437.000000 Penalty: 5611.610352
	Iteration 37Q: 3 clusters Score -1.140944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11409431.000000 Penalty: 5611.610352
	Iteration 38Q: 3 clusters Score -1.140943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11409431.000000 Penalty: 5611.610352
	Iteration 39F: 3 clusters Score -1.140943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -23335.710938 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -23335.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22224.312500 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -22224.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22265.902344 Penalty: 2632.900635
	Iteration 1Q: 3 clusters Score -22265.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22304.710938 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -22304.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22309.570312 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -22309.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22309.570312 Penalty: 2632.900635
	Iteration 4F: 3 clusters Score -22309.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 130064 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54536 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 137547 members 
Mstep: Class 9 contains 14655 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 160097 members 
Mstep: Class 14 contains 93528 members 
Mstep: Class 15 contains 5366 members 
Mstep: Class 16 contains 33882 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3962 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170107 members 
Mstep: Class 21 contains 78168 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81939 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453520.000000 Penalty: 85743.609375
Iteration 399Q: 26 clusters Score -1.374535e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 130057 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54546 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 137546 members 
Mstep: Class 9 contains 14660 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 160080 members 
Mstep: Class 14 contains 93538 members 
Mstep: Class 15 contains 5363 members 
Mstep: Class 16 contains 33875 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3961 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170110 members 
Mstep: Class 21 contains 78178 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81934 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453600.000000 Penalty: 85743.609375
Iteration 400F: 26 clusters Score -1.374536e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 130063 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54556 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 137562 members 
Mstep: Class 9 contains 14662 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 160055 members 
Mstep: Class 14 contains 93538 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 33867 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170084 members 
Mstep: Class 21 contains 78188 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81940 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453520.000000 Penalty: 85743.609375
Iteration 401Q: 26 clusters Score -1.374535e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 130069 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54561 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 137574 members 
Mstep: Class 9 contains 14664 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 160036 members 
Mstep: Class 14 contains 93536 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 33867 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170063 members 
Mstep: Class 21 contains 78207 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81937 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453680.000000 Penalty: 85743.609375
Iteration 402Q: 26 clusters Score -1.374537e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 130059 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54563 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 137581 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 13 contains 160008 members 
Mstep: Class 14 contains 93536 members 
Mstep: Class 15 contains 5354 members 
Mstep: Class 16 contains 33868 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170068 members 
Mstep: Class 21 contains 78230 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81940 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453568.000000 Penalty: 85743.609375
Iteration 403Q: 26 clusters Score -1.374536e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 130058 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54572 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 137583 members 
Mstep: Class 9 contains 14673 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 160010 members 
Mstep: Class 14 contains 93540 members 
Mstep: Class 15 contains 5348 members 
Mstep: Class 16 contains 33865 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170039 members 
Mstep: Class 21 contains 78251 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81939 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453392.000000 Penalty: 85743.609375
Iteration 404Q: 26 clusters Score -1.374534e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 130059 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54579 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 137580 members 
Mstep: Class 9 contains 14673 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 160001 members 
Mstep: Class 14 contains 93546 members 
Mstep: Class 15 contains 5345 members 
Mstep: Class 16 contains 33864 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170016 members 
Mstep: Class 21 contains 78271 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81939 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453344.000000 Penalty: 85743.609375
Iteration 405Q: 26 clusters Score -1.374533e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 130061 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54583 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 137572 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 159998 members 
Mstep: Class 14 contains 93561 members 
Mstep: Class 15 contains 5343 members 
Mstep: Class 16 contains 33865 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169987 members 
Mstep: Class 21 contains 78298 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81936 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453552.000000 Penalty: 85743.609375
Iteration 406Q: 26 clusters Score -1.374536e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 130067 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54588 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 137564 members 
Mstep: Class 9 contains 14676 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2935 members 
Mstep: Class 13 contains 159977 members 
Mstep: Class 14 contains 93569 members 
Mstep: Class 15 contains 5342 members 
Mstep: Class 16 contains 33865 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169969 members 
Mstep: Class 21 contains 78322 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81934 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453616.000000 Penalty: 85743.609375
Iteration 407Q: 26 clusters Score -1.374536e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 130070 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54598 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 137567 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2935 members 
Mstep: Class 13 contains 159958 members 
Mstep: Class 14 contains 93574 members 
Mstep: Class 15 contains 5341 members 
Mstep: Class 16 contains 33866 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169961 members 
Mstep: Class 21 contains 78331 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81930 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453600.000000 Penalty: 85743.609375
Iteration 408Q: 26 clusters Score -1.374536e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 130070 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54608 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 137556 members 
Mstep: Class 9 contains 14678 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 159917 members 
Mstep: Class 14 contains 93578 members 
Mstep: Class 15 contains 5339 members 
Mstep: Class 16 contains 33868 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169991 members 
Mstep: Class 21 contains 78343 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81926 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453568.000000 Penalty: 85743.609375
Iteration 409Q: 26 clusters Score -1.374536e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 130073 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54616 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 137549 members 
Mstep: Class 9 contains 14677 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 159888 members 
Mstep: Class 14 contains 93583 members 
Mstep: Class 15 contains 5338 members 
Mstep: Class 16 contains 33865 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170007 members 
Mstep: Class 21 contains 78359 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81919 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453632.000000 Penalty: 85743.609375
Iteration 410Q: 26 clusters Score -1.374536e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 130084 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54631 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137543 members 
Mstep: Class 9 contains 14681 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 159838 members 
Mstep: Class 14 contains 93585 members 
Mstep: Class 15 contains 5336 members 
Mstep: Class 16 contains 33859 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170025 members 
Mstep: Class 21 contains 78371 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81919 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453600.000000 Penalty: 85743.609375
Iteration 411Q: 26 clusters Score -1.374536e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 130088 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54640 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137543 members 
Mstep: Class 9 contains 14684 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 159804 members 
Mstep: Class 14 contains 93590 members 
Mstep: Class 15 contains 5335 members 
Mstep: Class 16 contains 33856 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170041 members 
Mstep: Class 21 contains 78376 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81914 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453552.000000 Penalty: 85743.609375
Iteration 412Q: 26 clusters Score -1.374536e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 130105 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54652 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137547 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 159766 members 
Mstep: Class 14 contains 93591 members 
Mstep: Class 15 contains 5334 members 
Mstep: Class 16 contains 33850 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170029 members 
Mstep: Class 21 contains 78393 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81914 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453520.000000 Penalty: 85743.609375
Iteration 413Q: 26 clusters Score -1.374535e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 130123 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54666 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137547 members 
Mstep: Class 9 contains 14682 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 159735 members 
Mstep: Class 14 contains 93588 members 
Mstep: Class 15 contains 5333 members 
Mstep: Class 16 contains 33843 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170025 members 
Mstep: Class 21 contains 78415 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81909 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453440.000000 Penalty: 85743.609375
Iteration 414Q: 26 clusters Score -1.374534e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 130121 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54680 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137540 members 
Mstep: Class 9 contains 14677 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 159704 members 
Mstep: Class 14 contains 93590 members 
Mstep: Class 15 contains 5332 members 
Mstep: Class 16 contains 33841 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170023 members 
Mstep: Class 21 contains 78438 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81916 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453568.000000 Penalty: 85743.609375
Iteration 415Q: 26 clusters Score -1.374536e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 130123 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54692 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137541 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 159670 members 
Mstep: Class 14 contains 93593 members 
Mstep: Class 15 contains 5330 members 
Mstep: Class 16 contains 33843 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170016 members 
Mstep: Class 21 contains 78456 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81925 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453584.000000 Penalty: 85743.609375
Iteration 416Q: 26 clusters Score -1.374536e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 130131 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54703 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137541 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 159636 members 
Mstep: Class 14 contains 93590 members 
Mstep: Class 15 contains 5329 members 
Mstep: Class 16 contains 33841 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170006 members 
Mstep: Class 21 contains 78482 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81928 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453584.000000 Penalty: 85743.609375
Iteration 417Q: 26 clusters Score -1.374536e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 130139 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54713 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137531 members 
Mstep: Class 9 contains 14673 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 159605 members 
Mstep: Class 14 contains 93589 members 
Mstep: Class 15 contains 5329 members 
Mstep: Class 16 contains 33840 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169995 members 
Mstep: Class 21 contains 78505 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81937 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453552.000000 Penalty: 85743.609375
Iteration 418Q: 26 clusters Score -1.374536e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 130136 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54723 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137531 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2931 members 
Mstep: Class 13 contains 159576 members 
Mstep: Class 14 contains 93594 members 
Mstep: Class 15 contains 5328 members 
Mstep: Class 16 contains 33842 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169980 members 
Mstep: Class 21 contains 78529 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81938 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453680.000000 Penalty: 85743.609375
Iteration 419Q: 26 clusters Score -1.374537e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 130136 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54733 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137535 members 
Mstep: Class 9 contains 14672 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2930 members 
Mstep: Class 13 contains 159553 members 
Mstep: Class 14 contains 93596 members 
Mstep: Class 15 contains 5323 members 
Mstep: Class 16 contains 33840 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3962 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169977 members 
Mstep: Class 21 contains 78544 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81937 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453584.000000 Penalty: 85743.609375
Iteration 420F: 26 clusters Score -1.374536e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 130154 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54743 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137527 members 
Mstep: Class 9 contains 14676 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2927 members 
Mstep: Class 13 contains 159526 members 
Mstep: Class 14 contains 93594 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 33837 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169975 members 
Mstep: Class 21 contains 78553 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81934 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453648.000000 Penalty: 85743.609375
Iteration 421Q: 26 clusters Score -1.374536e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 130161 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54754 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137521 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2924 members 
Mstep: Class 13 contains 159502 members 
Mstep: Class 14 contains 93588 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 33836 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3962 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169985 members 
Mstep: Class 21 contains 78563 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81934 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453584.000000 Penalty: 85743.609375
Iteration 422Q: 26 clusters Score -1.374536e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 130172 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54765 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137507 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2924 members 
Mstep: Class 13 contains 159474 members 
Mstep: Class 14 contains 93586 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 33833 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3962 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169993 members 
Mstep: Class 21 contains 78572 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81936 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453504.000000 Penalty: 85743.609375
Iteration 423Q: 26 clusters Score -1.374535e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 130191 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54772 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137494 members 
Mstep: Class 9 contains 14676 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2924 members 
Mstep: Class 13 contains 159444 members 
Mstep: Class 14 contains 93586 members 
Mstep: Class 15 contains 5318 members 
Mstep: Class 16 contains 33830 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3962 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170001 members 
Mstep: Class 21 contains 78577 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81939 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453584.000000 Penalty: 85743.609375
Iteration 424Q: 26 clusters Score -1.374536e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 130204 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54780 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137484 members 
Mstep: Class 9 contains 14679 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2922 members 
Mstep: Class 13 contains 159418 members 
Mstep: Class 14 contains 93580 members 
Mstep: Class 15 contains 5318 members 
Mstep: Class 16 contains 33829 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170009 members 
Mstep: Class 21 contains 78586 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81937 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453648.000000 Penalty: 85743.609375
Iteration 425Q: 26 clusters Score -1.374536e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 130231 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54789 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137482 members 
Mstep: Class 9 contains 14679 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2920 members 
Mstep: Class 13 contains 159401 members 
Mstep: Class 14 contains 93573 members 
Mstep: Class 15 contains 5318 members 
Mstep: Class 16 contains 33833 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169997 members 
Mstep: Class 21 contains 78585 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81929 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453728.000000 Penalty: 85743.609375
Iteration 426Q: 26 clusters Score -1.374537e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 130250 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54795 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137477 members 
Mstep: Class 9 contains 14676 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2919 members 
Mstep: Class 13 contains 159387 members 
Mstep: Class 14 contains 93569 members 
Mstep: Class 15 contains 5318 members 
Mstep: Class 16 contains 33837 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169984 members 
Mstep: Class 21 contains 78587 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81930 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453584.000000 Penalty: 85743.609375
Iteration 427Q: 26 clusters Score -1.374536e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 130271 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54795 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137466 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 159375 members 
Mstep: Class 14 contains 93572 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 33834 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169989 members 
Mstep: Class 21 contains 78590 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81932 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453568.000000 Penalty: 85743.609375
Iteration 428Q: 26 clusters Score -1.374536e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 130292 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54802 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137455 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 159363 members 
Mstep: Class 14 contains 93572 members 
Mstep: Class 15 contains 5314 members 
Mstep: Class 16 contains 33831 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169979 members 
Mstep: Class 21 contains 78597 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81936 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453696.000000 Penalty: 85743.609375
Iteration 429Q: 26 clusters Score -1.374537e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 130308 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54808 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137451 members 
Mstep: Class 9 contains 14673 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 159333 members 
Mstep: Class 14 contains 93573 members 
Mstep: Class 15 contains 5311 members 
Mstep: Class 16 contains 33830 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170001 members 
Mstep: Class 21 contains 78601 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81931 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453664.000000 Penalty: 85743.609375
Iteration 430Q: 26 clusters Score -1.374537e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 130331 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54818 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137448 members 
Mstep: Class 9 contains 14673 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 159302 members 
Mstep: Class 14 contains 93569 members 
Mstep: Class 15 contains 5306 members 
Mstep: Class 16 contains 33830 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 170002 members 
Mstep: Class 21 contains 78614 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81926 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453792.000000 Penalty: 85743.609375
Iteration 431Q: 26 clusters Score -1.374538e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 130353 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54820 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137434 members 
Mstep: Class 9 contains 14672 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 159295 members 
Mstep: Class 14 contains 93568 members 
Mstep: Class 15 contains 5303 members 
Mstep: Class 16 contains 33829 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169998 members 
Mstep: Class 21 contains 78619 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81923 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453664.000000 Penalty: 85743.609375
Iteration 432Q: 26 clusters Score -1.374537e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 130370 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54822 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137430 members 
Mstep: Class 9 contains 14671 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 159287 members 
Mstep: Class 14 contains 93567 members 
Mstep: Class 15 contains 5301 members 
Mstep: Class 16 contains 33828 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169985 members 
Mstep: Class 21 contains 78634 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81917 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453792.000000 Penalty: 85743.609375
Iteration 433Q: 26 clusters Score -1.374538e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 130396 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54830 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137434 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 159279 members 
Mstep: Class 14 contains 93560 members 
Mstep: Class 15 contains 5294 members 
Mstep: Class 16 contains 33825 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169974 members 
Mstep: Class 21 contains 78637 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81916 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453744.000000 Penalty: 85743.609375
Iteration 434Q: 26 clusters Score -1.374537e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 130421 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54837 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137431 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 159285 members 
Mstep: Class 14 contains 93558 members 
Mstep: Class 15 contains 5287 members 
Mstep: Class 16 contains 33822 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169952 members 
Mstep: Class 21 contains 78639 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81915 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453744.000000 Penalty: 85743.609375
Iteration 435Q: 26 clusters Score -1.374537e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 130445 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54843 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137420 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2916 members 
Mstep: Class 13 contains 159279 members 
Mstep: Class 14 contains 93559 members 
Mstep: Class 15 contains 5281 members 
Mstep: Class 16 contains 33821 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169942 members 
Mstep: Class 21 contains 78647 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81914 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453856.000000 Penalty: 85743.609375
Iteration 436Q: 26 clusters Score -1.374539e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 130467 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54848 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137409 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159291 members 
Mstep: Class 14 contains 93558 members 
Mstep: Class 15 contains 5279 members 
Mstep: Class 16 contains 33820 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169915 members 
Mstep: Class 21 contains 78662 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81908 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453888.000000 Penalty: 85743.609375
Iteration 437Q: 26 clusters Score -1.374539e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 130485 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54856 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137405 members 
Mstep: Class 9 contains 14666 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 13 contains 159284 members 
Mstep: Class 14 contains 93560 members 
Mstep: Class 15 contains 5274 members 
Mstep: Class 16 contains 33820 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169898 members 
Mstep: Class 21 contains 78676 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81903 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454000.000000 Penalty: 85743.609375
Iteration 438Q: 26 clusters Score -1.37454e+08 nChanged 153
Entering ConstructFrom: 
Score: -137454000.000000 Penalty: 85743.609375
Entering ConstructFrom: 
Trying to split cluster 1 (36129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Entering Unmasked Estep 
Score: -5036432.000000 Penalty: 2602.723145
	Iteration 0F: 2 clusters Score -5036432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -5012100.000000 Penalty: 5205.446289
	Iteration 0F: 3 clusters Score -5012100 nChanged 16426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -5020972.500000 Penalty: 5205.446289
	Iteration 1F: 3 clusters Score -5020972 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -5021492.500000 Penalty: 5205.446289
	Iteration 2Q: 3 clusters Score -5021492 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -5021934.500000 Penalty: 5205.446289
	Iteration 3Q: 3 clusters Score -5021934 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -5022376.000000 Penalty: 5205.446289
	Iteration 4Q: 3 clusters Score -5022376 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5022831.500000 Penalty: 5205.446289
	Iteration 5Q: 3 clusters Score -5022832 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -5023355.000000 Penalty: 5205.446289
	Iteration 6Q: 3 clusters Score -5023355 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -5024124.000000 Penalty: 5205.446289
	Iteration 7Q: 3 clusters Score -5024124 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -5025057.500000 Penalty: 5205.446289
	Iteration 8Q: 3 clusters Score -5025058 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -5026257.000000 Penalty: 5205.446289
	Iteration 9Q: 3 clusters Score -5026257 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -5027489.500000 Penalty: 5205.446289
	Iteration 10F: 3 clusters Score -5027490 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -5028650.000000 Penalty: 5205.446289
	Iteration 11Q: 3 clusters Score -5028650 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -5029591.500000 Penalty: 5205.446289
	Iteration 12Q: 3 clusters Score -5029592 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -5030136.500000 Penalty: 5205.446289
	Iteration 13Q: 3 clusters Score -5030136 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -5030447.000000 Penalty: 5205.446289
	Iteration 14Q: 3 clusters Score -5030447 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -5030656.500000 Penalty: 5205.446289
	Iteration 15Q: 3 clusters Score -5030656 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -5030826.500000 Penalty: 5205.446289
	Iteration 16Q: 3 clusters Score -5030826 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -5030986.500000 Penalty: 5205.446289
	Iteration 17Q: 3 clusters Score -5030986 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -5031138.500000 Penalty: 5205.446289
	Iteration 18Q: 3 clusters Score -5031138 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -5031309.500000 Penalty: 5205.446289
	Iteration 19Q: 3 clusters Score -5031310 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -5031469.500000 Penalty: 5205.446289
	Iteration 20F: 3 clusters Score -5031470 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -5031638.000000 Penalty: 5205.446289
	Iteration 21Q: 3 clusters Score -5031638 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -5031864.500000 Penalty: 5205.446289
	Iteration 22Q: 3 clusters Score -5031864 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -5032044.500000 Penalty: 5205.446289
	Iteration 23Q: 3 clusters Score -5032044 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -5032208.500000 Penalty: 5205.446289
	Iteration 24Q: 3 clusters Score -5032208 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -5032396.000000 Penalty: 5205.446289
	Iteration 25Q: 3 clusters Score -5032396 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -5032557.500000 Penalty: 5205.446289
	Iteration 26Q: 3 clusters Score -5032558 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -5032718.500000 Penalty: 5205.446289
	Iteration 27Q: 3 clusters Score -5032718 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -5032872.500000 Penalty: 5205.446289
	Iteration 28Q: 3 clusters Score -5032872 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -5033014.000000 Penalty: 5205.446289
	Iteration 29Q: 3 clusters Score -5033014 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -5033168.500000 Penalty: 5205.446289
	Iteration 30Q: 3 clusters Score -5033168 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -5033292.500000 Penalty: 5205.446289
	Iteration 31Q: 3 clusters Score -5033292 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -5033409.500000 Penalty: 5205.446289
	Iteration 32Q: 3 clusters Score -5033410 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -5033496.000000 Penalty: 5205.446289
	Iteration 33Q: 3 clusters Score -5033496 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -5033611.500000 Penalty: 5205.446289
	Iteration 34Q: 3 clusters Score -5033612 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -5033691.000000 Penalty: 5205.446289
	Iteration 35Q: 3 clusters Score -5033691 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -5033758.500000 Penalty: 5205.446289
	Iteration 36Q: 3 clusters Score -5033758 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -5033814.500000 Penalty: 5205.446289
	Iteration 37Q: 3 clusters Score -5033814 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5033861.500000 Penalty: 5205.446289
	Iteration 38Q: 3 clusters Score -5033862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -5033917.500000 Penalty: 5205.446289
	Iteration 39Q: 3 clusters Score -5033918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -5033952.000000 Penalty: 5205.446289
	Iteration 40F: 3 clusters Score -5033952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -5033993.500000 Penalty: 5205.446289
	Iteration 41Q: 3 clusters Score -5033994 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -5034030.000000 Penalty: 5205.446289
	Iteration 42Q: 3 clusters Score -5034030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -5034047.000000 Penalty: 5205.446289
	Iteration 43Q: 3 clusters Score -5034047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -5034073.000000 Penalty: 5205.446289
	Iteration 44Q: 3 clusters Score -5034073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -5034088.500000 Penalty: 5205.446289
	Iteration 45Q: 3 clusters Score -5034088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -5034100.500000 Penalty: 5205.446289
	Iteration 46Q: 3 clusters Score -5034100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -5034121.000000 Penalty: 5205.446289
	Iteration 47Q: 3 clusters Score -5034121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -5034128.500000 Penalty: 5205.446289
	Iteration 48Q: 3 clusters Score -5034128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -5034153.000000 Penalty: 5205.446289
	Iteration 49Q: 3 clusters Score -5034153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -5034170.000000 Penalty: 5205.446289
	Iteration 50Q: 3 clusters Score -5034170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -5034172.000000 Penalty: 5205.446289
	Iteration 51Q: 3 clusters Score -5034172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -5034183.000000 Penalty: 5205.446289
	Iteration 52Q: 3 clusters Score -5034183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -5034184.000000 Penalty: 5205.446289
	Iteration 53Q: 3 clusters Score -5034184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -5034198.000000 Penalty: 5205.446289
	Iteration 54Q: 3 clusters Score -5034198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -5034197.000000 Penalty: 5205.446289
	Iteration 55Q: 3 clusters Score -5034197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -5034202.500000 Penalty: 5205.446289
	Iteration 56Q: 3 clusters Score -5034202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -5034202.000000 Penalty: 5205.446289
	Iteration 57Q: 3 clusters Score -5034202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -5034209.000000 Penalty: 5205.446289
	Iteration 58Q: 3 clusters Score -5034209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -5034213.000000 Penalty: 5205.446289
	Iteration 59Q: 3 clusters Score -5034213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -5034215.000000 Penalty: 5205.446289
	Iteration 60F: 3 clusters Score -5034215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -5034218.500000 Penalty: 5205.446289
	Iteration 61Q: 3 clusters Score -5034218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -5034218.500000 Penalty: 5205.446289
	Iteration 62Q: 3 clusters Score -5034218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -5034217.000000 Penalty: 5205.446289
	Iteration 63Q: 3 clusters Score -5034217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -5034217.000000 Penalty: 5205.446289
	Iteration 64F: 3 clusters Score -5034217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (130503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130503 members 
Entering Unmasked Estep 
Score: -17977126.000000 Penalty: 2921.229736
	Iteration 0F: 2 clusters Score -1.797713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -17889968.000000 Penalty: 5842.459473
	Iteration 0F: 3 clusters Score -1.788997e+07 nChanged 62232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -17926074.000000 Penalty: 5842.459473
	Iteration 1F: 3 clusters Score -1.792607e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -17927276.000000 Penalty: 5842.459473
	Iteration 2Q: 3 clusters Score -1.792728e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -17929380.000000 Penalty: 5842.459473
	Iteration 3Q: 3 clusters Score -1.792938e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 82250 members 
Entering Unmasked Estep 
Score: -17932828.000000 Penalty: 5842.459473
	Iteration 4F: 3 clusters Score -1.793283e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -17938748.000000 Penalty: 5842.459473
	Iteration 5F: 3 clusters Score -1.793875e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -17947424.000000 Penalty: 5842.459473
	Iteration 6F: 3 clusters Score -1.794742e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -17957708.000000 Penalty: 5842.459473
	Iteration 7F: 3 clusters Score -1.795771e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 120645 members 
Entering Unmasked Estep 
Score: -17966362.000000 Penalty: 5842.459473
	Iteration 8F: 3 clusters Score -1.796636e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 125878 members 
Entering Unmasked Estep 
Score: -17971262.000000 Penalty: 5842.459473
	Iteration 9Q: 3 clusters Score -1.797126e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 128294 members 
Entering Unmasked Estep 
Score: -17973354.000000 Penalty: 5842.459473
	Iteration 10Q: 3 clusters Score -1.797335e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 129248 members 
Entering Unmasked Estep 
Score: -17974096.000000 Penalty: 5842.459473
	Iteration 11Q: 3 clusters Score -1.79741e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 129640 members 
Entering Unmasked Estep 
Score: -17974444.000000 Penalty: 5842.459473
	Iteration 12Q: 3 clusters Score -1.797444e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 129784 members 
Entering Unmasked Estep 
Score: -17974584.000000 Penalty: 5842.459473
	Iteration 13Q: 3 clusters Score -1.797458e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 129848 members 
Entering Unmasked Estep 
Score: -17974652.000000 Penalty: 5842.459473
	Iteration 14Q: 3 clusters Score -1.797465e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 129882 members 
Entering Unmasked Estep 
Score: -17974708.000000 Penalty: 5842.459473
	Iteration 15Q: 3 clusters Score -1.797471e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 129912 members 
Entering Unmasked Estep 
Score: -17974754.000000 Penalty: 5842.459473
	Iteration 16Q: 3 clusters Score -1.797475e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 129930 members 
Entering Unmasked Estep 
Score: -17974800.000000 Penalty: 5842.459473
	Iteration 17Q: 3 clusters Score -1.79748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 129930 members 
Entering Unmasked Estep 
Score: -17974822.000000 Penalty: 5842.459473
	Iteration 18Q: 3 clusters Score -1.797482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 129934 members 
Entering Unmasked Estep 
Score: -17974846.000000 Penalty: 5842.459473
	Iteration 19Q: 3 clusters Score -1.797485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 129941 members 
Entering Unmasked Estep 
Score: -17974858.000000 Penalty: 5842.459473
	Iteration 20F: 3 clusters Score -1.797486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 129944 members 
Entering Unmasked Estep 
Score: -17974870.000000 Penalty: 5842.459473
	Iteration 21Q: 3 clusters Score -1.797487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 129941 members 
Entering Unmasked Estep 
Score: -17974868.000000 Penalty: 5842.459473
	Iteration 22Q: 3 clusters Score -1.797487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 129942 members 
Entering Unmasked Estep 
Score: -17974866.000000 Penalty: 5842.459473
	Iteration 23Q: 3 clusters Score -1.797487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 129943 members 
Entering Unmasked Estep 
Score: -17974882.000000 Penalty: 5842.459473
	Iteration 24Q: 3 clusters Score -1.797488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 129943 members 
Entering Unmasked Estep 
Score: -17974882.000000 Penalty: 5842.459473
	Iteration 25F: 3 clusters Score -1.797488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -102035.789062 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -102035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100238.460938 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -100238.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100594.257812 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -100594.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100795.218750 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -100795.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100987.859375 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -100987.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101201.656250 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -101201.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101288.359375 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -101288.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -101364.867188 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -101364.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -101431.578125 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -101431.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101476.984375 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -101477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101541.328125 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -101541.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101602.195312 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -101602.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101649.765625 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -101649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -101671.750000 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -101671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -101687.601562 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -101687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101721.578125 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -101721.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101736.062500 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -101736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101740.187500 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -101740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101740.187500 Penalty: 3343.883545
	Iteration 17F: 3 clusters Score -101740.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -596130.125000 Penalty: 2086.850098
	Iteration 0F: 2 clusters Score -596130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -591936.250000 Penalty: 4173.700195
	Iteration 0F: 3 clusters Score -591936.2 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -592993.875000 Penalty: 4173.700195
	Iteration 1F: 3 clusters Score -592993.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -593309.437500 Penalty: 4173.700195
	Iteration 2F: 3 clusters Score -593309.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -593567.875000 Penalty: 4173.700195
	Iteration 3F: 3 clusters Score -593567.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -593782.937500 Penalty: 4173.700195
	Iteration 4F: 3 clusters Score -593782.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -593944.812500 Penalty: 4173.700195
	Iteration 5F: 3 clusters Score -593944.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -594073.062500 Penalty: 4173.700195
	Iteration 6Q: 3 clusters Score -594073.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -594179.312500 Penalty: 4173.700195
	Iteration 7Q: 3 clusters Score -594179.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -594265.375000 Penalty: 4173.700195
	Iteration 8Q: 3 clusters Score -594265.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -594330.750000 Penalty: 4173.700195
	Iteration 9Q: 3 clusters Score -594330.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -594387.937500 Penalty: 4173.700195
	Iteration 10Q: 3 clusters Score -594387.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -594448.562500 Penalty: 4173.700195
	Iteration 11Q: 3 clusters Score -594448.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -594494.750000 Penalty: 4173.700195
	Iteration 12Q: 3 clusters Score -594494.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -594545.187500 Penalty: 4173.700195
	Iteration 13Q: 3 clusters Score -594545.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -594590.562500 Penalty: 4173.700195
	Iteration 14Q: 3 clusters Score -594590.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -594623.000000 Penalty: 4173.700195
	Iteration 15Q: 3 clusters Score -594623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -594644.062500 Penalty: 4173.700195
	Iteration 16Q: 3 clusters Score -594644.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -594662.250000 Penalty: 4173.700195
	Iteration 17Q: 3 clusters Score -594662.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -594672.125000 Penalty: 4173.700195
	Iteration 18Q: 3 clusters Score -594672.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -594678.187500 Penalty: 4173.700195
	Iteration 19Q: 3 clusters Score -594678.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -594682.937500 Penalty: 4173.700195
	Iteration 20F: 3 clusters Score -594682.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -594685.000000 Penalty: 4173.700195
	Iteration 21Q: 3 clusters Score -594685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -594688.312500 Penalty: 4173.700195
	Iteration 22Q: 3 clusters Score -594688.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -594692.312500 Penalty: 4173.700195
	Iteration 23Q: 3 clusters Score -594692.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -594698.625000 Penalty: 4173.700195
	Iteration 24Q: 3 clusters Score -594698.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -594701.000000 Penalty: 4173.700195
	Iteration 25Q: 3 clusters Score -594701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -594701.125000 Penalty: 4173.700195
	Iteration 26Q: 3 clusters Score -594701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -594703.625000 Penalty: 4173.700195
	Iteration 27Q: 3 clusters Score -594703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -594704.687500 Penalty: 4173.700195
	Iteration 28Q: 3 clusters Score -594704.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -594704.250000 Penalty: 4173.700195
	Iteration 29Q: 3 clusters Score -594704.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -594704.250000 Penalty: 4173.700195
	Iteration 30F: 3 clusters Score -594704.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -66400.015625 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -66400.02 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 268 members 
Entering Unmasked Estep 
Score: -64853.472656 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -64853.47 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65038.328125 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -65038.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65126.707031 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -65126.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65198.871094 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -65198.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65299.726562 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -65299.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65351.296875 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -65351.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65412.718750 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -65412.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65445.394531 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -65445.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65463.628906 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -65463.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65481.445312 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -65481.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65498.414062 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -65498.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65516.535156 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -65516.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65534.371094 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -65534.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65565.875000 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -65565.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65583.070312 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -65583.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65593.960938 Penalty: 3116.004150
	Iteration 15Q: 3 clusters Score -65593.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65625.859375 Penalty: 3116.004150
	Iteration 16Q: 3 clusters Score -65625.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65695.507812 Penalty: 3116.004150
	Iteration 17Q: 3 clusters Score -65695.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -65729.625000 Penalty: 3116.004150
	Iteration 18Q: 3 clusters Score -65729.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -65775.539062 Penalty: 3116.004150
	Iteration 19Q: 3 clusters Score -65775.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -65844.687500 Penalty: 3116.004150
	Iteration 20F: 3 clusters Score -65844.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -65962.429688 Penalty: 3116.004150
	Iteration 21Q: 3 clusters Score -65962.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66041.148438 Penalty: 3116.004150
	Iteration 22Q: 3 clusters Score -66041.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66099.492188 Penalty: 3116.004150
	Iteration 23Q: 3 clusters Score -66099.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66144.765625 Penalty: 3116.004150
	Iteration 24Q: 3 clusters Score -66144.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66229.117188 Penalty: 3116.004150
	Iteration 25Q: 3 clusters Score -66229.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66264.859375 Penalty: 3116.004150
	Iteration 26Q: 3 clusters Score -66264.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66264.859375 Penalty: 3116.004150
	Iteration 27F: 3 clusters Score -66264.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Entering Unmasked Estep 
Score: -7397057.500000 Penalty: 2706.328125
	Iteration 0F: 2 clusters Score -7397058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -7360277.500000 Penalty: 5412.656250
	Iteration 0F: 3 clusters Score -7360278 nChanged 25308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -7374472.000000 Penalty: 5412.656250
	Iteration 1F: 3 clusters Score -7374472 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -7375082.000000 Penalty: 5412.656250
	Iteration 2Q: 3 clusters Score -7375082 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -7375656.000000 Penalty: 5412.656250
	Iteration 3Q: 3 clusters Score -7375656 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -7376407.000000 Penalty: 5412.656250
	Iteration 4Q: 3 clusters Score -7376407 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -7377426.500000 Penalty: 5412.656250
	Iteration 5Q: 3 clusters Score -7377426 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -7378911.500000 Penalty: 5412.656250
	Iteration 6F: 3 clusters Score -7378912 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -7380949.000000 Penalty: 5412.656250
	Iteration 7F: 3 clusters Score -7380949 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -7383671.500000 Penalty: 5412.656250
	Iteration 8F: 3 clusters Score -7383672 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -7386786.000000 Penalty: 5412.656250
	Iteration 9F: 3 clusters Score -7386786 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -7389904.000000 Penalty: 5412.656250
	Iteration 10F: 3 clusters Score -7389904 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -7392315.500000 Penalty: 5412.656250
	Iteration 11Q: 3 clusters Score -7392316 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7393653.000000 Penalty: 5412.656250
	Iteration 12Q: 3 clusters Score -7393653 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7394263.000000 Penalty: 5412.656250
	Iteration 13Q: 3 clusters Score -7394263 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7394544.500000 Penalty: 5412.656250
	Iteration 14Q: 3 clusters Score -7394544 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7394657.500000 Penalty: 5412.656250
	Iteration 15Q: 3 clusters Score -7394658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7394725.000000 Penalty: 5412.656250
	Iteration 16Q: 3 clusters Score -7394725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7394757.500000 Penalty: 5412.656250
	Iteration 17Q: 3 clusters Score -7394758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7394789.500000 Penalty: 5412.656250
	Iteration 18Q: 3 clusters Score -7394790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7394791.500000 Penalty: 5412.656250
	Iteration 19Q: 3 clusters Score -7394792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7394800.000000 Penalty: 5412.656250
	Iteration 20F: 3 clusters Score -7394800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7394800.500000 Penalty: 5412.656250
	Iteration 21Q: 3 clusters Score -7394800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7394799.000000 Penalty: 5412.656250
	Iteration 22Q: 3 clusters Score -7394799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7394800.000000 Penalty: 5412.656250
	Iteration 23Q: 3 clusters Score -7394800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7394803.000000 Penalty: 5412.656250
	Iteration 24Q: 3 clusters Score -7394803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7394802.500000 Penalty: 5412.656250
	Iteration 25Q: 3 clusters Score -7394802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7394803.000000 Penalty: 5412.656250
	Iteration 26Q: 3 clusters Score -7394803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7394803.000000 Penalty: 5412.656250
	Iteration 27F: 3 clusters Score -7394803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -159169.046875 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -159169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -157134.453125 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -157134.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -157716.609375 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -157716.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157920.093750 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -157920.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -158041.250000 Penalty: 3538.114746
	Iteration 3F: 3 clusters Score -158041.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -158116.765625 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -158116.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -158172.500000 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -158172.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -158214.968750 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -158215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -158233.359375 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -158233.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -158258.390625 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -158258.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -158276.328125 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -158276.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -158294.062500 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -158294.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -158309.656250 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -158309.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -158314.859375 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -158314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -158320.046875 Penalty: 3538.114746
	Iteration 13Q: 3 clusters Score -158320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -158324.359375 Penalty: 3538.114746
	Iteration 14Q: 3 clusters Score -158324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -158327.265625 Penalty: 3538.114746
	Iteration 15Q: 3 clusters Score -158327.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -158327.265625 Penalty: 3538.114746
	Iteration 16F: 3 clusters Score -158327.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (137403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Entering Unmasked Estep 
Score: -18970690.000000 Penalty: 2934.006836
	Iteration 0F: 2 clusters Score -1.897069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -18879144.000000 Penalty: 5868.013672
	Iteration 0F: 3 clusters Score -1.887914e+07 nChanged 65491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -18916612.000000 Penalty: 5868.013672
	Iteration 1F: 3 clusters Score -1.891661e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -18917592.000000 Penalty: 5868.013672
	Iteration 2Q: 3 clusters Score -1.891759e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -18918738.000000 Penalty: 5868.013672
	Iteration 3Q: 3 clusters Score -1.891874e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -18920158.000000 Penalty: 5868.013672
	Iteration 4Q: 3 clusters Score -1.892016e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -18922044.000000 Penalty: 5868.013672
	Iteration 5Q: 3 clusters Score -1.892204e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -18924574.000000 Penalty: 5868.013672
	Iteration 6Q: 3 clusters Score -1.892457e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -18928284.000000 Penalty: 5868.013672
	Iteration 7Q: 3 clusters Score -1.892828e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -18933578.000000 Penalty: 5868.013672
	Iteration 8F: 3 clusters Score -1.893358e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -18940190.000000 Penalty: 5868.013672
	Iteration 9F: 3 clusters Score -1.894019e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -18946254.000000 Penalty: 5868.013672
	Iteration 10F: 3 clusters Score -1.894625e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107524 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -18950932.000000 Penalty: 5868.013672
	Iteration 11Q: 3 clusters Score -1.895093e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111310 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -18953958.000000 Penalty: 5868.013672
	Iteration 12Q: 3 clusters Score -1.895396e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114529 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -18956284.000000 Penalty: 5868.013672
	Iteration 13Q: 3 clusters Score -1.895628e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117371 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -18957952.000000 Penalty: 5868.013672
	Iteration 14Q: 3 clusters Score -1.895795e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120056 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -18959696.000000 Penalty: 5868.013672
	Iteration 15Q: 3 clusters Score -1.89597e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122459 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -18961238.000000 Penalty: 5868.013672
	Iteration 16Q: 3 clusters Score -1.896124e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124530 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -18962598.000000 Penalty: 5868.013672
	Iteration 17Q: 3 clusters Score -1.89626e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126400 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -18963698.000000 Penalty: 5868.013672
	Iteration 18Q: 3 clusters Score -1.89637e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127976 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -18964806.000000 Penalty: 5868.013672
	Iteration 19Q: 3 clusters Score -1.896481e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129318 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -18965704.000000 Penalty: 5868.013672
	Iteration 20F: 3 clusters Score -1.89657e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130366 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -18966300.000000 Penalty: 5868.013672
	Iteration 21Q: 3 clusters Score -1.89663e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131204 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -18966798.000000 Penalty: 5868.013672
	Iteration 22Q: 3 clusters Score -1.89668e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131865 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -18967098.000000 Penalty: 5868.013672
	Iteration 23Q: 3 clusters Score -1.89671e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132381 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -18967406.000000 Penalty: 5868.013672
	Iteration 24Q: 3 clusters Score -1.896741e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132835 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -18967582.000000 Penalty: 5868.013672
	Iteration 25Q: 3 clusters Score -1.896758e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133228 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -18967752.000000 Penalty: 5868.013672
	Iteration 26Q: 3 clusters Score -1.896775e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133590 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -18967916.000000 Penalty: 5868.013672
	Iteration 27Q: 3 clusters Score -1.896792e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133884 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -18968054.000000 Penalty: 5868.013672
	Iteration 28Q: 3 clusters Score -1.896805e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -18968106.000000 Penalty: 5868.013672
	Iteration 29Q: 3 clusters Score -1.896811e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134282 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -18968186.000000 Penalty: 5868.013672
	Iteration 30Q: 3 clusters Score -1.896819e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134441 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -18968260.000000 Penalty: 5868.013672
	Iteration 31Q: 3 clusters Score -1.896826e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134577 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -18968302.000000 Penalty: 5868.013672
	Iteration 32Q: 3 clusters Score -1.89683e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134689 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -18968348.000000 Penalty: 5868.013672
	Iteration 33Q: 3 clusters Score -1.896835e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134808 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -18968368.000000 Penalty: 5868.013672
	Iteration 34Q: 3 clusters Score -1.896837e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134908 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -18968442.000000 Penalty: 5868.013672
	Iteration 35Q: 3 clusters Score -1.896844e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134991 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -18968454.000000 Penalty: 5868.013672
	Iteration 36Q: 3 clusters Score -1.896845e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135063 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -18968468.000000 Penalty: 5868.013672
	Iteration 37Q: 3 clusters Score -1.896847e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135126 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -18968486.000000 Penalty: 5868.013672
	Iteration 38Q: 3 clusters Score -1.896849e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135168 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -18968496.000000 Penalty: 5868.013672
	Iteration 39Q: 3 clusters Score -1.89685e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135203 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -18968514.000000 Penalty: 5868.013672
	Iteration 40F: 3 clusters Score -1.896851e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135234 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -18968518.000000 Penalty: 5868.013672
	Iteration 41Q: 3 clusters Score -1.896852e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135265 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -18968544.000000 Penalty: 5868.013672
	Iteration 42Q: 3 clusters Score -1.896854e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135285 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -18968550.000000 Penalty: 5868.013672
	Iteration 43Q: 3 clusters Score -1.896855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135302 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -18968538.000000 Penalty: 5868.013672
	Iteration 44Q: 3 clusters Score -1.896854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135315 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -18968556.000000 Penalty: 5868.013672
	Iteration 45Q: 3 clusters Score -1.896856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135329 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -18968570.000000 Penalty: 5868.013672
	Iteration 46Q: 3 clusters Score -1.896857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135345 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -18968574.000000 Penalty: 5868.013672
	Iteration 47Q: 3 clusters Score -1.896857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135355 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -18968594.000000 Penalty: 5868.013672
	Iteration 48Q: 3 clusters Score -1.896859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135362 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -18968596.000000 Penalty: 5868.013672
	Iteration 49Q: 3 clusters Score -1.89686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135376 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -18968602.000000 Penalty: 5868.013672
	Iteration 50Q: 3 clusters Score -1.89686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135385 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -18968600.000000 Penalty: 5868.013672
	Iteration 51Q: 3 clusters Score -1.89686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135391 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -18968602.000000 Penalty: 5868.013672
	Iteration 52Q: 3 clusters Score -1.89686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135397 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -18968598.000000 Penalty: 5868.013672
	Iteration 53Q: 3 clusters Score -1.89686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135400 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -18968586.000000 Penalty: 5868.013672
	Iteration 54Q: 3 clusters Score -1.896859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135402 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -18968588.000000 Penalty: 5868.013672
	Iteration 55Q: 3 clusters Score -1.896859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135403 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -18968594.000000 Penalty: 5868.013672
	Iteration 56Q: 3 clusters Score -1.896859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135406 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -18968600.000000 Penalty: 5868.013672
	Iteration 57Q: 3 clusters Score -1.89686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135408 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -18968596.000000 Penalty: 5868.013672
	Iteration 58Q: 3 clusters Score -1.89686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135410 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -18968592.000000 Penalty: 5868.013672
	Iteration 59Q: 3 clusters Score -1.896859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135411 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -18968594.000000 Penalty: 5868.013672
	Iteration 60F: 3 clusters Score -1.896859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Entering Unmasked Estep 
Score: -2044924.500000 Penalty: 2379.118164
	Iteration 0F: 2 clusters Score -2044924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2034269.000000 Penalty: 4758.236328
	Iteration 0F: 3 clusters Score -2034269 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2037715.875000 Penalty: 4758.236328
	Iteration 1F: 3 clusters Score -2037716 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2038046.000000 Penalty: 4758.236328
	Iteration 2F: 3 clusters Score -2038046 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2038290.000000 Penalty: 4758.236328
	Iteration 3Q: 3 clusters Score -2038290 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2038494.125000 Penalty: 4758.236328
	Iteration 4Q: 3 clusters Score -2038494 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2038693.000000 Penalty: 4758.236328
	Iteration 5Q: 3 clusters Score -2038693 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2038897.875000 Penalty: 4758.236328
	Iteration 6Q: 3 clusters Score -2038898 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2039122.500000 Penalty: 4758.236328
	Iteration 7Q: 3 clusters Score -2039122 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2039340.125000 Penalty: 4758.236328
	Iteration 8Q: 3 clusters Score -2039340 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2039601.500000 Penalty: 4758.236328
	Iteration 9Q: 3 clusters Score -2039602 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2039879.500000 Penalty: 4758.236328
	Iteration 10Q: 3 clusters Score -2039880 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2040189.500000 Penalty: 4758.236328
	Iteration 11Q: 3 clusters Score -2040190 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2040469.375000 Penalty: 4758.236328
	Iteration 12Q: 3 clusters Score -2040469 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2040743.875000 Penalty: 4758.236328
	Iteration 13Q: 3 clusters Score -2040744 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2040961.750000 Penalty: 4758.236328
	Iteration 14Q: 3 clusters Score -2040962 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2041132.250000 Penalty: 4758.236328
	Iteration 15Q: 3 clusters Score -2041132 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2041273.875000 Penalty: 4758.236328
	Iteration 16Q: 3 clusters Score -2041274 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2041410.500000 Penalty: 4758.236328
	Iteration 17Q: 3 clusters Score -2041410 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2041538.000000 Penalty: 4758.236328
	Iteration 18Q: 3 clusters Score -2041538 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2041624.500000 Penalty: 4758.236328
	Iteration 19Q: 3 clusters Score -2041624 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2041680.500000 Penalty: 4758.236328
	Iteration 20F: 3 clusters Score -2041680 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2041742.750000 Penalty: 4758.236328
	Iteration 21Q: 3 clusters Score -2041743 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2041791.250000 Penalty: 4758.236328
	Iteration 22Q: 3 clusters Score -2041791 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2041846.375000 Penalty: 4758.236328
	Iteration 23Q: 3 clusters Score -2041846 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2041899.250000 Penalty: 4758.236328
	Iteration 24Q: 3 clusters Score -2041899 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2041949.500000 Penalty: 4758.236328
	Iteration 25Q: 3 clusters Score -2041950 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2041984.875000 Penalty: 4758.236328
	Iteration 26Q: 3 clusters Score -2041985 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2042012.750000 Penalty: 4758.236328
	Iteration 27Q: 3 clusters Score -2042013 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2042042.750000 Penalty: 4758.236328
	Iteration 28Q: 3 clusters Score -2042043 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2042070.875000 Penalty: 4758.236328
	Iteration 29Q: 3 clusters Score -2042071 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2042103.750000 Penalty: 4758.236328
	Iteration 30Q: 3 clusters Score -2042104 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2042130.875000 Penalty: 4758.236328
	Iteration 31Q: 3 clusters Score -2042131 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2042158.000000 Penalty: 4758.236328
	Iteration 32Q: 3 clusters Score -2042158 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2042197.250000 Penalty: 4758.236328
	Iteration 33Q: 3 clusters Score -2042197 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2042240.625000 Penalty: 4758.236328
	Iteration 34Q: 3 clusters Score -2042241 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2042284.250000 Penalty: 4758.236328
	Iteration 35Q: 3 clusters Score -2042284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2042321.750000 Penalty: 4758.236328
	Iteration 36Q: 3 clusters Score -2042322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2042353.875000 Penalty: 4758.236328
	Iteration 37Q: 3 clusters Score -2042354 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2042388.875000 Penalty: 4758.236328
	Iteration 38Q: 3 clusters Score -2042389 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2042420.000000 Penalty: 4758.236328
	Iteration 39Q: 3 clusters Score -2042420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2042440.000000 Penalty: 4758.236328
	Iteration 40F: 3 clusters Score -2042440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2042460.125000 Penalty: 4758.236328
	Iteration 41Q: 3 clusters Score -2042460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2042480.500000 Penalty: 4758.236328
	Iteration 42Q: 3 clusters Score -2042480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2042504.250000 Penalty: 4758.236328
	Iteration 43Q: 3 clusters Score -2042504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2042522.625000 Penalty: 4758.236328
	Iteration 44Q: 3 clusters Score -2042523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2042542.875000 Penalty: 4758.236328
	Iteration 45Q: 3 clusters Score -2042543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2042559.875000 Penalty: 4758.236328
	Iteration 46Q: 3 clusters Score -2042560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2042574.250000 Penalty: 4758.236328
	Iteration 47Q: 3 clusters Score -2042574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2042587.625000 Penalty: 4758.236328
	Iteration 48Q: 3 clusters Score -2042588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2042605.125000 Penalty: 4758.236328
	Iteration 49Q: 3 clusters Score -2042605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2042617.375000 Penalty: 4758.236328
	Iteration 50Q: 3 clusters Score -2042617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2042625.250000 Penalty: 4758.236328
	Iteration 51Q: 3 clusters Score -2042625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2042642.125000 Penalty: 4758.236328
	Iteration 52Q: 3 clusters Score -2042642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2042651.125000 Penalty: 4758.236328
	Iteration 53Q: 3 clusters Score -2042651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2042666.250000 Penalty: 4758.236328
	Iteration 54Q: 3 clusters Score -2042666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2042684.125000 Penalty: 4758.236328
	Iteration 55Q: 3 clusters Score -2042684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2042702.500000 Penalty: 4758.236328
	Iteration 56Q: 3 clusters Score -2042702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2042724.625000 Penalty: 4758.236328
	Iteration 57Q: 3 clusters Score -2042725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2042740.750000 Penalty: 4758.236328
	Iteration 58Q: 3 clusters Score -2042741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2042757.250000 Penalty: 4758.236328
	Iteration 59Q: 3 clusters Score -2042757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2042771.750000 Penalty: 4758.236328
	Iteration 60F: 3 clusters Score -2042772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2042790.875000 Penalty: 4758.236328
	Iteration 61Q: 3 clusters Score -2042791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2042795.375000 Penalty: 4758.236328
	Iteration 62Q: 3 clusters Score -2042795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2042798.750000 Penalty: 4758.236328
	Iteration 63Q: 3 clusters Score -2042799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2042811.750000 Penalty: 4758.236328
	Iteration 64Q: 3 clusters Score -2042812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2042820.500000 Penalty: 4758.236328
	Iteration 65Q: 3 clusters Score -2042820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2042828.375000 Penalty: 4758.236328
	Iteration 66Q: 3 clusters Score -2042828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2042840.125000 Penalty: 4758.236328
	Iteration 67Q: 3 clusters Score -2042840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2042847.375000 Penalty: 4758.236328
	Iteration 68Q: 3 clusters Score -2042847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2042851.250000 Penalty: 4758.236328
	Iteration 69Q: 3 clusters Score -2042851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2042854.500000 Penalty: 4758.236328
	Iteration 70Q: 3 clusters Score -2042854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2042859.375000 Penalty: 4758.236328
	Iteration 71Q: 3 clusters Score -2042859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2042861.625000 Penalty: 4758.236328
	Iteration 72Q: 3 clusters Score -2042862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2042860.875000 Penalty: 4758.236328
	Iteration 73Q: 3 clusters Score -2042861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2042866.375000 Penalty: 4758.236328
	Iteration 74Q: 3 clusters Score -2042866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2042867.625000 Penalty: 4758.236328
	Iteration 75Q: 3 clusters Score -2042868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2042873.250000 Penalty: 4758.236328
	Iteration 76Q: 3 clusters Score -2042873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2042872.625000 Penalty: 4758.236328
	Iteration 77Q: 3 clusters Score -2042873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2042872.875000 Penalty: 4758.236328
	Iteration 78Q: 3 clusters Score -2042873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2042874.875000 Penalty: 4758.236328
	Iteration 79Q: 3 clusters Score -2042875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2042875.875000 Penalty: 4758.236328
	Iteration 80F: 3 clusters Score -2042876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2042879.000000 Penalty: 4758.236328
	Iteration 81Q: 3 clusters Score -2042879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2042879.000000 Penalty: 4758.236328
	Iteration 82Q: 3 clusters Score -2042879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2042879.875000 Penalty: 4758.236328
	Iteration 83Q: 3 clusters Score -2042880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2042884.750000 Penalty: 4758.236328
	Iteration 84Q: 3 clusters Score -2042885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2042883.750000 Penalty: 4758.236328
	Iteration 85Q: 3 clusters Score -2042884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2042888.875000 Penalty: 4758.236328
	Iteration 86Q: 3 clusters Score -2042889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2042893.375000 Penalty: 4758.236328
	Iteration 87Q: 3 clusters Score -2042893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2042893.125000 Penalty: 4758.236328
	Iteration 88Q: 3 clusters Score -2042893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2042903.250000 Penalty: 4758.236328
	Iteration 89Q: 3 clusters Score -2042903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2042903.625000 Penalty: 4758.236328
	Iteration 90Q: 3 clusters Score -2042904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2042908.125000 Penalty: 4758.236328
	Iteration 91Q: 3 clusters Score -2042908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2042909.875000 Penalty: 4758.236328
	Iteration 92Q: 3 clusters Score -2042910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2042914.625000 Penalty: 4758.236328
	Iteration 93Q: 3 clusters Score -2042915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2042918.000000 Penalty: 4758.236328
	Iteration 94Q: 3 clusters Score -2042918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2042923.250000 Penalty: 4758.236328
	Iteration 95Q: 3 clusters Score -2042923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2042926.875000 Penalty: 4758.236328
	Iteration 96Q: 3 clusters Score -2042927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2042926.875000 Penalty: 4758.236328
	Iteration 97Q: 3 clusters Score -2042927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2042928.125000 Penalty: 4758.236328
	Iteration 98Q: 3 clusters Score -2042928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2042928.250000 Penalty: 4758.236328
	Iteration 99Q: 3 clusters Score -2042928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2042932.250000 Penalty: 4758.236328
	Iteration 100F: 3 clusters Score -2042932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -80491.804688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -80491.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78816.117188 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -78816.12 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79040.101562 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -79040.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79127.023438 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -79127.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79152.523438 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -79152.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79171.632812 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -79171.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79183.320312 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -79183.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79192.835938 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -79192.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79196.203125 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -79196.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79203.687500 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -79203.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79211.523438 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -79211.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79224.312500 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -79224.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79230.578125 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -79230.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79237.843750 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -79237.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79241.851562 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -79241.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79245.312500 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -79245.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79247.156250 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -79247.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79251.585938 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -79251.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79256.046875 Penalty: 3220.901855
	Iteration 17Q: 3 clusters Score -79256.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79261.117188 Penalty: 3220.901855
	Iteration 18Q: 3 clusters Score -79261.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79265.843750 Penalty: 3220.901855
	Iteration 19Q: 3 clusters Score -79265.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79286.867188 Penalty: 3220.901855
	Iteration 20F: 3 clusters Score -79286.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79299.171875 Penalty: 3220.901855
	Iteration 21Q: 3 clusters Score -79299.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79316.414062 Penalty: 3220.901855
	Iteration 22Q: 3 clusters Score -79316.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79329.640625 Penalty: 3220.901855
	Iteration 23Q: 3 clusters Score -79329.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79338.195312 Penalty: 3220.901855
	Iteration 24Q: 3 clusters Score -79338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79348.117188 Penalty: 3220.901855
	Iteration 25Q: 3 clusters Score -79348.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79356.062500 Penalty: 3220.901855
	Iteration 26Q: 3 clusters Score -79356.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79356.062500 Penalty: 3220.901855
	Iteration 27F: 3 clusters Score -79356.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -73181.859375 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -73181.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71548.078125 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -71548.08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71775.554688 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -71775.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71885.210938 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -71885.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71966.492188 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -71966.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72016.812500 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -72016.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72049.890625 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -72049.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72081.195312 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -72081.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72108.015625 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -72108.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72122.984375 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -72122.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72127.296875 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -72127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72132.343750 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -72132.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72140.015625 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -72140.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72148.906250 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -72148.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72150.867188 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -72150.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72160.187500 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -72160.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72176.281250 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -72176.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72195.328125 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -72195.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72209.882812 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -72209.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72232.593750 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -72232.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72260.843750 Penalty: 3179.446777
	Iteration 19Q: 3 clusters Score -72260.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72288.187500 Penalty: 3179.446777
	Iteration 20F: 3 clusters Score -72288.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72304.539062 Penalty: 3179.446777
	Iteration 21Q: 3 clusters Score -72304.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72342.429688 Penalty: 3179.446777
	Iteration 22Q: 3 clusters Score -72342.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72382.695312 Penalty: 3179.446777
	Iteration 23Q: 3 clusters Score -72382.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72417.367188 Penalty: 3179.446777
	Iteration 24Q: 3 clusters Score -72417.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72430.945312 Penalty: 3179.446777
	Iteration 25Q: 3 clusters Score -72430.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72441.117188 Penalty: 3179.446777
	Iteration 26Q: 3 clusters Score -72441.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72450.164062 Penalty: 3179.446777
	Iteration 27Q: 3 clusters Score -72450.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72452.226562 Penalty: 3179.446777
	Iteration 28Q: 3 clusters Score -72452.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72452.226562 Penalty: 3179.446777
	Iteration 29F: 3 clusters Score -72452.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -373350.437500 Penalty: 1978.365967
	Iteration 0F: 2 clusters Score -373350.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -370159.937500 Penalty: 3956.731934
	Iteration 0F: 3 clusters Score -370159.9 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -370811.937500 Penalty: 3956.731934
	Iteration 1F: 3 clusters Score -370811.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -371036.593750 Penalty: 3956.731934
	Iteration 2F: 3 clusters Score -371036.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -371180.062500 Penalty: 3956.731934
	Iteration 3F: 3 clusters Score -371180.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -371315.781250 Penalty: 3956.731934
	Iteration 4Q: 3 clusters Score -371315.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -371475.531250 Penalty: 3956.731934
	Iteration 5Q: 3 clusters Score -371475.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -371643.125000 Penalty: 3956.731934
	Iteration 6Q: 3 clusters Score -371643.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -371784.656250 Penalty: 3956.731934
	Iteration 7Q: 3 clusters Score -371784.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -371924.593750 Penalty: 3956.731934
	Iteration 8Q: 3 clusters Score -371924.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -372006.218750 Penalty: 3956.731934
	Iteration 9Q: 3 clusters Score -372006.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -372077.500000 Penalty: 3956.731934
	Iteration 10Q: 3 clusters Score -372077.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -372134.125000 Penalty: 3956.731934
	Iteration 11Q: 3 clusters Score -372134.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -372164.625000 Penalty: 3956.731934
	Iteration 12Q: 3 clusters Score -372164.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -372187.062500 Penalty: 3956.731934
	Iteration 13Q: 3 clusters Score -372187.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -372205.281250 Penalty: 3956.731934
	Iteration 14Q: 3 clusters Score -372205.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -372227.125000 Penalty: 3956.731934
	Iteration 15Q: 3 clusters Score -372227.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -372244.875000 Penalty: 3956.731934
	Iteration 16Q: 3 clusters Score -372244.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -372255.343750 Penalty: 3956.731934
	Iteration 17Q: 3 clusters Score -372255.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -372264.937500 Penalty: 3956.731934
	Iteration 18Q: 3 clusters Score -372264.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -372273.156250 Penalty: 3956.731934
	Iteration 19Q: 3 clusters Score -372273.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -372283.968750 Penalty: 3956.731934
	Iteration 20F: 3 clusters Score -372284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -372293.656250 Penalty: 3956.731934
	Iteration 21Q: 3 clusters Score -372293.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -372302.937500 Penalty: 3956.731934
	Iteration 22Q: 3 clusters Score -372302.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -372316.218750 Penalty: 3956.731934
	Iteration 23Q: 3 clusters Score -372316.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -372329.593750 Penalty: 3956.731934
	Iteration 24Q: 3 clusters Score -372329.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -372346.687500 Penalty: 3956.731934
	Iteration 25Q: 3 clusters Score -372346.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -372358.156250 Penalty: 3956.731934
	Iteration 26Q: 3 clusters Score -372358.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -372371.312500 Penalty: 3956.731934
	Iteration 27Q: 3 clusters Score -372371.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -372378.875000 Penalty: 3956.731934
	Iteration 28Q: 3 clusters Score -372378.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -372388.656250 Penalty: 3956.731934
	Iteration 29Q: 3 clusters Score -372388.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -372399.125000 Penalty: 3956.731934
	Iteration 30Q: 3 clusters Score -372399.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -372407.781250 Penalty: 3956.731934
	Iteration 31Q: 3 clusters Score -372407.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -372409.531250 Penalty: 3956.731934
	Iteration 32Q: 3 clusters Score -372409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -372411.968750 Penalty: 3956.731934
	Iteration 33Q: 3 clusters Score -372412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -372413.000000 Penalty: 3956.731934
	Iteration 34Q: 3 clusters Score -372413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -372414.156250 Penalty: 3956.731934
	Iteration 35Q: 3 clusters Score -372414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -372413.937500 Penalty: 3956.731934
	Iteration 36Q: 3 clusters Score -372413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -372415.187500 Penalty: 3956.731934
	Iteration 37Q: 3 clusters Score -372415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -372415.000000 Penalty: 3956.731934
	Iteration 38Q: 3 clusters Score -372415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -372416.000000 Penalty: 3956.731934
	Iteration 39Q: 3 clusters Score -372416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -372416.562500 Penalty: 3956.731934
	Iteration 40F: 3 clusters Score -372416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -372417.500000 Penalty: 3956.731934
	Iteration 41Q: 3 clusters Score -372417.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -372418.062500 Penalty: 3956.731934
	Iteration 42Q: 3 clusters Score -372418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -372419.437500 Penalty: 3956.731934
	Iteration 43Q: 3 clusters Score -372419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -372420.250000 Penalty: 3956.731934
	Iteration 44Q: 3 clusters Score -372420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -372421.093750 Penalty: 3956.731934
	Iteration 45Q: 3 clusters Score -372421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -372421.093750 Penalty: 3956.731934
	Iteration 46Q: 3 clusters Score -372421.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -372421.093750 Penalty: 3956.731934
	Iteration 47F: 3 clusters Score -372421.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (159271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159271 members 
Entering Unmasked Estep 
Score: -21948364.000000 Penalty: 2970.633789
	Iteration 0F: 2 clusters Score -2.194836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -21843002.000000 Penalty: 5941.267578
	Iteration 0F: 3 clusters Score -2.1843e+07 nChanged 76139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 81114 members 
Entering Unmasked Estep 
Score: -21887264.000000 Penalty: 5941.267578
	Iteration 1F: 3 clusters Score -2.188726e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 81905 members 
Entering Unmasked Estep 
Score: -21888092.000000 Penalty: 5941.267578
	Iteration 2Q: 3 clusters Score -2.188809e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -21889134.000000 Penalty: 5941.267578
	Iteration 3Q: 3 clusters Score -2.188913e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -21890754.000000 Penalty: 5941.267578
	Iteration 4Q: 3 clusters Score -2.189075e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -21893224.000000 Penalty: 5941.267578
	Iteration 5Q: 3 clusters Score -2.189322e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67488 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -21897002.000000 Penalty: 5941.267578
	Iteration 6Q: 3 clusters Score -2.1897e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 97034 members 
Entering Unmasked Estep 
Score: -21903256.000000 Penalty: 5941.267578
	Iteration 7F: 3 clusters Score -2.190326e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -21912032.000000 Penalty: 5941.267578
	Iteration 8F: 3 clusters Score -2.191203e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 109989 members 
Entering Unmasked Estep 
Score: -21922448.000000 Penalty: 5941.267578
	Iteration 9F: 3 clusters Score -2.192245e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 115155 members 
Entering Unmasked Estep 
Score: -21931404.000000 Penalty: 5941.267578
	Iteration 10F: 3 clusters Score -2.19314e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 118351 members 
Entering Unmasked Estep 
Score: -21936822.000000 Penalty: 5941.267578
	Iteration 11Q: 3 clusters Score -2.193682e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 120581 members 
Entering Unmasked Estep 
Score: -21939548.000000 Penalty: 5941.267578
	Iteration 12Q: 3 clusters Score -2.193955e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 122423 members 
Entering Unmasked Estep 
Score: -21941560.000000 Penalty: 5941.267578
	Iteration 13Q: 3 clusters Score -2.194156e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 123934 members 
Entering Unmasked Estep 
Score: -21943130.000000 Penalty: 5941.267578
	Iteration 14Q: 3 clusters Score -2.194313e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 125164 members 
Entering Unmasked Estep 
Score: -21944288.000000 Penalty: 5941.267578
	Iteration 15Q: 3 clusters Score -2.194429e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 126217 members 
Entering Unmasked Estep 
Score: -21945016.000000 Penalty: 5941.267578
	Iteration 16Q: 3 clusters Score -2.194502e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 127211 members 
Entering Unmasked Estep 
Score: -21945572.000000 Penalty: 5941.267578
	Iteration 17Q: 3 clusters Score -2.194557e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 128094 members 
Entering Unmasked Estep 
Score: -21945910.000000 Penalty: 5941.267578
	Iteration 18Q: 3 clusters Score -2.194591e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 128859 members 
Entering Unmasked Estep 
Score: -21946142.000000 Penalty: 5941.267578
	Iteration 19Q: 3 clusters Score -2.194614e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 129569 members 
Entering Unmasked Estep 
Score: -21946350.000000 Penalty: 5941.267578
	Iteration 20F: 3 clusters Score -2.194635e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 130220 members 
Entering Unmasked Estep 
Score: -21946490.000000 Penalty: 5941.267578
	Iteration 21Q: 3 clusters Score -2.194649e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 130856 members 
Entering Unmasked Estep 
Score: -21946642.000000 Penalty: 5941.267578
	Iteration 22Q: 3 clusters Score -2.194664e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 131492 members 
Entering Unmasked Estep 
Score: -21946722.000000 Penalty: 5941.267578
	Iteration 23Q: 3 clusters Score -2.194672e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 132105 members 
Entering Unmasked Estep 
Score: -21946868.000000 Penalty: 5941.267578
	Iteration 24Q: 3 clusters Score -2.194687e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 132685 members 
Entering Unmasked Estep 
Score: -21946980.000000 Penalty: 5941.267578
	Iteration 25Q: 3 clusters Score -2.194698e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 133261 members 
Entering Unmasked Estep 
Score: -21947080.000000 Penalty: 5941.267578
	Iteration 26Q: 3 clusters Score -2.194708e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
Score: -21947158.000000 Penalty: 5941.267578
	Iteration 27Q: 3 clusters Score -2.194716e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 134434 members 
Entering Unmasked Estep 
Score: -21947182.000000 Penalty: 5941.267578
	Iteration 28Q: 3 clusters Score -2.194718e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 135030 members 
Entering Unmasked Estep 
Score: -21947210.000000 Penalty: 5941.267578
	Iteration 29Q: 3 clusters Score -2.194721e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 135601 members 
Entering Unmasked Estep 
Score: -21947260.000000 Penalty: 5941.267578
	Iteration 30Q: 3 clusters Score -2.194726e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 136140 members 
Entering Unmasked Estep 
Score: -21947350.000000 Penalty: 5941.267578
	Iteration 31Q: 3 clusters Score -2.194735e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 136673 members 
Entering Unmasked Estep 
Score: -21947370.000000 Penalty: 5941.267578
	Iteration 32Q: 3 clusters Score -2.194737e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 137219 members 
Entering Unmasked Estep 
Score: -21947498.000000 Penalty: 5941.267578
	Iteration 33Q: 3 clusters Score -2.19475e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 137749 members 
Entering Unmasked Estep 
Score: -21947622.000000 Penalty: 5941.267578
	Iteration 34Q: 3 clusters Score -2.194762e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 138230 members 
Entering Unmasked Estep 
Score: -21947638.000000 Penalty: 5941.267578
	Iteration 35Q: 3 clusters Score -2.194764e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 138680 members 
Entering Unmasked Estep 
Score: -21947692.000000 Penalty: 5941.267578
	Iteration 36Q: 3 clusters Score -2.194769e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 139112 members 
Entering Unmasked Estep 
Score: -21947744.000000 Penalty: 5941.267578
	Iteration 37Q: 3 clusters Score -2.194774e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 139547 members 
Entering Unmasked Estep 
Score: -21947814.000000 Penalty: 5941.267578
	Iteration 38Q: 3 clusters Score -2.194781e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 139985 members 
Entering Unmasked Estep 
Score: -21947832.000000 Penalty: 5941.267578
	Iteration 39Q: 3 clusters Score -2.194783e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 140411 members 
Entering Unmasked Estep 
Score: -21947808.000000 Penalty: 5941.267578
	Iteration 40F: 3 clusters Score -2.194781e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 140826 members 
Entering Unmasked Estep 
Score: -21947876.000000 Penalty: 5941.267578
	Iteration 41Q: 3 clusters Score -2.194788e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 141216 members 
Entering Unmasked Estep 
Score: -21947874.000000 Penalty: 5941.267578
	Iteration 42Q: 3 clusters Score -2.194787e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 141654 members 
Entering Unmasked Estep 
Score: -21947808.000000 Penalty: 5941.267578
	Iteration 43Q: 3 clusters Score -2.194781e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 142083 members 
Entering Unmasked Estep 
Score: -21947860.000000 Penalty: 5941.267578
	Iteration 44Q: 3 clusters Score -2.194786e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 142475 members 
Entering Unmasked Estep 
Score: -21947830.000000 Penalty: 5941.267578
	Iteration 45Q: 3 clusters Score -2.194783e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 142875 members 
Entering Unmasked Estep 
Score: -21947892.000000 Penalty: 5941.267578
	Iteration 46Q: 3 clusters Score -2.194789e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 143240 members 
Entering Unmasked Estep 
Score: -21947936.000000 Penalty: 5941.267578
	Iteration 47Q: 3 clusters Score -2.194794e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 143571 members 
Entering Unmasked Estep 
Score: -21948000.000000 Penalty: 5941.267578
	Iteration 48Q: 3 clusters Score -2.1948e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 143879 members 
Entering Unmasked Estep 
Score: -21947988.000000 Penalty: 5941.267578
	Iteration 49Q: 3 clusters Score -2.194799e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 144179 members 
Entering Unmasked Estep 
Score: -21948012.000000 Penalty: 5941.267578
	Iteration 50Q: 3 clusters Score -2.194801e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 144455 members 
Entering Unmasked Estep 
Score: -21948054.000000 Penalty: 5941.267578
	Iteration 51Q: 3 clusters Score -2.194805e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 144715 members 
Entering Unmasked Estep 
Score: -21948056.000000 Penalty: 5941.267578
	Iteration 52Q: 3 clusters Score -2.194806e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 144974 members 
Entering Unmasked Estep 
Score: -21948112.000000 Penalty: 5941.267578
	Iteration 53Q: 3 clusters Score -2.194811e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 145234 members 
Entering Unmasked Estep 
Score: -21948110.000000 Penalty: 5941.267578
	Iteration 54Q: 3 clusters Score -2.194811e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 145506 members 
Entering Unmasked Estep 
Score: -21948078.000000 Penalty: 5941.267578
	Iteration 55Q: 3 clusters Score -2.194808e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 145764 members 
Entering Unmasked Estep 
Score: -21948098.000000 Penalty: 5941.267578
	Iteration 56Q: 3 clusters Score -2.19481e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 146014 members 
Entering Unmasked Estep 
Score: -21948094.000000 Penalty: 5941.267578
	Iteration 57Q: 3 clusters Score -2.194809e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 146248 members 
Entering Unmasked Estep 
Score: -21948084.000000 Penalty: 5941.267578
	Iteration 58Q: 3 clusters Score -2.194808e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 146475 members 
Entering Unmasked Estep 
Score: -21948050.000000 Penalty: 5941.267578
	Iteration 59Q: 3 clusters Score -2.194805e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 146719 members 
Entering Unmasked Estep 
Score: -21948042.000000 Penalty: 5941.267578
	Iteration 60F: 3 clusters Score -2.194804e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 146957 members 
Entering Unmasked Estep 
Score: -21948098.000000 Penalty: 5941.267578
	Iteration 61Q: 3 clusters Score -2.19481e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 147164 members 
Entering Unmasked Estep 
Score: -21948110.000000 Penalty: 5941.267578
	Iteration 62Q: 3 clusters Score -2.194811e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 147378 members 
Entering Unmasked Estep 
Score: -21948040.000000 Penalty: 5941.267578
	Iteration 63Q: 3 clusters Score -2.194804e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 147568 members 
Entering Unmasked Estep 
Score: -21948084.000000 Penalty: 5941.267578
	Iteration 64Q: 3 clusters Score -2.194808e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 147754 members 
Entering Unmasked Estep 
Score: -21948102.000000 Penalty: 5941.267578
	Iteration 65Q: 3 clusters Score -2.19481e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 147916 members 
Entering Unmasked Estep 
Score: -21948056.000000 Penalty: 5941.267578
	Iteration 66Q: 3 clusters Score -2.194806e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -21948076.000000 Penalty: 5941.267578
	Iteration 67Q: 3 clusters Score -2.194808e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 148250 members 
Entering Unmasked Estep 
Score: -21948078.000000 Penalty: 5941.267578
	Iteration 68Q: 3 clusters Score -2.194808e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 148414 members 
Entering Unmasked Estep 
Score: -21948098.000000 Penalty: 5941.267578
	Iteration 69Q: 3 clusters Score -2.19481e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 148562 members 
Entering Unmasked Estep 
Score: -21948100.000000 Penalty: 5941.267578
	Iteration 70Q: 3 clusters Score -2.19481e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 148698 members 
Entering Unmasked Estep 
Score: -21948110.000000 Penalty: 5941.267578
	Iteration 71Q: 3 clusters Score -2.194811e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 148821 members 
Entering Unmasked Estep 
Score: -21948050.000000 Penalty: 5941.267578
	Iteration 72Q: 3 clusters Score -2.194805e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 148929 members 
Entering Unmasked Estep 
Score: -21948062.000000 Penalty: 5941.267578
	Iteration 73Q: 3 clusters Score -2.194806e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 149043 members 
Entering Unmasked Estep 
Score: -21948054.000000 Penalty: 5941.267578
	Iteration 74Q: 3 clusters Score -2.194805e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 149168 members 
Entering Unmasked Estep 
Score: -21948024.000000 Penalty: 5941.267578
	Iteration 75Q: 3 clusters Score -2.194802e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 149279 members 
Entering Unmasked Estep 
Score: -21948060.000000 Penalty: 5941.267578
	Iteration 76Q: 3 clusters Score -2.194806e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 149390 members 
Entering Unmasked Estep 
Score: -21948090.000000 Penalty: 5941.267578
	Iteration 77Q: 3 clusters Score -2.194809e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 149480 members 
Entering Unmasked Estep 
Score: -21948068.000000 Penalty: 5941.267578
	Iteration 78Q: 3 clusters Score -2.194807e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 149570 members 
Entering Unmasked Estep 
Score: -21948064.000000 Penalty: 5941.267578
	Iteration 79Q: 3 clusters Score -2.194806e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 149651 members 
Entering Unmasked Estep 
Score: -21948060.000000 Penalty: 5941.267578
	Iteration 80F: 3 clusters Score -2.194806e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 149724 members 
Entering Unmasked Estep 
Score: -21948074.000000 Penalty: 5941.267578
	Iteration 81Q: 3 clusters Score -2.194807e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 149786 members 
Entering Unmasked Estep 
Score: -21948078.000000 Penalty: 5941.267578
	Iteration 82Q: 3 clusters Score -2.194808e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 149842 members 
Entering Unmasked Estep 
Score: -21948058.000000 Penalty: 5941.267578
	Iteration 83Q: 3 clusters Score -2.194806e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 149908 members 
Entering Unmasked Estep 
Score: -21948040.000000 Penalty: 5941.267578
	Iteration 84Q: 3 clusters Score -2.194804e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 149961 members 
Entering Unmasked Estep 
Score: -21948014.000000 Penalty: 5941.267578
	Iteration 85Q: 3 clusters Score -2.194801e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 150014 members 
Entering Unmasked Estep 
Score: -21948020.000000 Penalty: 5941.267578
	Iteration 86Q: 3 clusters Score -2.194802e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 150060 members 
Entering Unmasked Estep 
Score: -21948012.000000 Penalty: 5941.267578
	Iteration 87Q: 3 clusters Score -2.194801e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 150110 members 
Entering Unmasked Estep 
Score: -21947992.000000 Penalty: 5941.267578
	Iteration 88Q: 3 clusters Score -2.194799e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 150156 members 
Entering Unmasked Estep 
Score: -21948006.000000 Penalty: 5941.267578
	Iteration 89Q: 3 clusters Score -2.194801e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 150196 members 
Entering Unmasked Estep 
Score: -21947986.000000 Penalty: 5941.267578
	Iteration 90Q: 3 clusters Score -2.194799e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 150243 members 
Entering Unmasked Estep 
Score: -21947946.000000 Penalty: 5941.267578
	Iteration 91Q: 3 clusters Score -2.194795e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 150292 members 
Entering Unmasked Estep 
Score: -21947962.000000 Penalty: 5941.267578
	Iteration 92Q: 3 clusters Score -2.194796e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 150347 members 
Entering Unmasked Estep 
Score: -21947946.000000 Penalty: 5941.267578
	Iteration 93Q: 3 clusters Score -2.194795e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 150414 members 
Entering Unmasked Estep 
Score: -21947960.000000 Penalty: 5941.267578
	Iteration 94Q: 3 clusters Score -2.194796e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 150484 members 
Entering Unmasked Estep 
Score: -21947942.000000 Penalty: 5941.267578
	Iteration 95Q: 3 clusters Score -2.194794e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 150549 members 
Entering Unmasked Estep 
Score: -21947920.000000 Penalty: 5941.267578
	Iteration 96Q: 3 clusters Score -2.194792e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 150618 members 
Entering Unmasked Estep 
Score: -21947948.000000 Penalty: 5941.267578
	Iteration 97Q: 3 clusters Score -2.194795e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 150687 members 
Entering Unmasked Estep 
Score: -21947930.000000 Penalty: 5941.267578
	Iteration 98Q: 3 clusters Score -2.194793e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 150751 members 
Entering Unmasked Estep 
Score: -21947886.000000 Penalty: 5941.267578
	Iteration 99Q: 3 clusters Score -2.194789e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 150814 members 
Entering Unmasked Estep 
Score: -21947900.000000 Penalty: 5941.267578
	Iteration 100F: 3 clusters Score -2.19479e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 150881 members 
Entering Unmasked Estep 
Score: -21947860.000000 Penalty: 5941.267578
	Iteration 101Q: 3 clusters Score -2.194786e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 150941 members 
Entering Unmasked Estep 
Score: -21947850.000000 Penalty: 5941.267578
	Iteration 102Q: 3 clusters Score -2.194785e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 150993 members 
Entering Unmasked Estep 
Score: -21947836.000000 Penalty: 5941.267578
	Iteration 103Q: 3 clusters Score -2.194784e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 151050 members 
Entering Unmasked Estep 
Score: -21947830.000000 Penalty: 5941.267578
	Iteration 104Q: 3 clusters Score -2.194783e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 151108 members 
Entering Unmasked Estep 
Score: -21947842.000000 Penalty: 5941.267578
	Iteration 105Q: 3 clusters Score -2.194784e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 151177 members 
Entering Unmasked Estep 
Score: -21947816.000000 Penalty: 5941.267578
	Iteration 106Q: 3 clusters Score -2.194782e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 151245 members 
Entering Unmasked Estep 
Score: -21947824.000000 Penalty: 5941.267578
	Iteration 107Q: 3 clusters Score -2.194782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 151308 members 
Entering Unmasked Estep 
Score: -21947814.000000 Penalty: 5941.267578
	Iteration 108Q: 3 clusters Score -2.194781e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 151354 members 
Entering Unmasked Estep 
Score: -21947812.000000 Penalty: 5941.267578
	Iteration 109Q: 3 clusters Score -2.194781e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -21947786.000000 Penalty: 5941.267578
	Iteration 110Q: 3 clusters Score -2.194779e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 151432 members 
Entering Unmasked Estep 
Score: -21947786.000000 Penalty: 5941.267578
	Iteration 111Q: 3 clusters Score -2.194779e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 151465 members 
Entering Unmasked Estep 
Score: -21947758.000000 Penalty: 5941.267578
	Iteration 112Q: 3 clusters Score -2.194776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 151494 members 
Entering Unmasked Estep 
Score: -21947776.000000 Penalty: 5941.267578
	Iteration 113Q: 3 clusters Score -2.194778e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 151528 members 
Entering Unmasked Estep 
Score: -21947776.000000 Penalty: 5941.267578
	Iteration 114Q: 3 clusters Score -2.194778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 151552 members 
Entering Unmasked Estep 
Score: -21947760.000000 Penalty: 5941.267578
	Iteration 115Q: 3 clusters Score -2.194776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 151571 members 
Entering Unmasked Estep 
Score: -21947762.000000 Penalty: 5941.267578
	Iteration 116Q: 3 clusters Score -2.194776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 151582 members 
Entering Unmasked Estep 
Score: -21947766.000000 Penalty: 5941.267578
	Iteration 117Q: 3 clusters Score -2.194777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 151599 members 
Entering Unmasked Estep 
Score: -21947766.000000 Penalty: 5941.267578
	Iteration 118Q: 3 clusters Score -2.194777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 151613 members 
Entering Unmasked Estep 
Score: -21947784.000000 Penalty: 5941.267578
	Iteration 119Q: 3 clusters Score -2.194778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 151631 members 
Entering Unmasked Estep 
Score: -21947794.000000 Penalty: 5941.267578
	Iteration 120F: 3 clusters Score -2.194779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 151645 members 
Entering Unmasked Estep 
Score: -21947790.000000 Penalty: 5941.267578
	Iteration 121Q: 3 clusters Score -2.194779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 151657 members 
Entering Unmasked Estep 
Score: -21947796.000000 Penalty: 5941.267578
	Iteration 122Q: 3 clusters Score -2.19478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 151669 members 
Entering Unmasked Estep 
Score: -21947792.000000 Penalty: 5941.267578
	Iteration 123Q: 3 clusters Score -2.194779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 151676 members 
Entering Unmasked Estep 
Score: -21947778.000000 Penalty: 5941.267578
	Iteration 124Q: 3 clusters Score -2.194778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 151683 members 
Entering Unmasked Estep 
Score: -21947792.000000 Penalty: 5941.267578
	Iteration 125Q: 3 clusters Score -2.194779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 151685 members 
Entering Unmasked Estep 
Score: -21947782.000000 Penalty: 5941.267578
	Iteration 126Q: 3 clusters Score -2.194778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 151690 members 
Entering Unmasked Estep 
Score: -21947794.000000 Penalty: 5941.267578
	Iteration 127Q: 3 clusters Score -2.194779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 151695 members 
Entering Unmasked Estep 
Score: -21947780.000000 Penalty: 5941.267578
	Iteration 128Q: 3 clusters Score -2.194778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 151699 members 
Entering Unmasked Estep 
Score: -21947788.000000 Penalty: 5941.267578
	Iteration 129Q: 3 clusters Score -2.194779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 151701 members 
Entering Unmasked Estep 
Score: -21947790.000000 Penalty: 5941.267578
	Iteration 130Q: 3 clusters Score -2.194779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 151702 members 
Entering Unmasked Estep 
Score: -21947784.000000 Penalty: 5941.267578
	Iteration 131Q: 3 clusters Score -2.194778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 151702 members 
Entering Unmasked Estep 
Score: -21947794.000000 Penalty: 5941.267578
	Iteration 132Q: 3 clusters Score -2.194779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 151703 members 
Entering Unmasked Estep 
Score: -21947788.000000 Penalty: 5941.267578
	Iteration 133Q: 3 clusters Score -2.194779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 151704 members 
Entering Unmasked Estep 
Score: -21947790.000000 Penalty: 5941.267578
	Iteration 134Q: 3 clusters Score -2.194779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 151704 members 
Entering Unmasked Estep 
Score: -21947790.000000 Penalty: 5941.267578
	Iteration 135F: 3 clusters Score -2.194779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (93561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Entering Unmasked Estep 
Score: -12987275.000000 Penalty: 2838.699463
	Iteration 0F: 2 clusters Score -1.298728e+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 46683 members 
Entering Unmasked Estep 
Score: -12924527.000000 Penalty: 5677.398926
	Iteration 0F: 3 clusters Score -1.292453e+07 nChanged 44153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -12950331.000000 Penalty: 5677.398926
	Iteration 1F: 3 clusters Score -1.295033e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -12951097.000000 Penalty: 5677.398926
	Iteration 2Q: 3 clusters Score -1.29511e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -12952098.000000 Penalty: 5677.398926
	Iteration 3Q: 3 clusters Score -1.29521e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -12953430.000000 Penalty: 5677.398926
	Iteration 4Q: 3 clusters Score -1.295343e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -12955407.000000 Penalty: 5677.398926
	Iteration 5Q: 3 clusters Score -1.295541e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -12958382.000000 Penalty: 5677.398926
	Iteration 6F: 3 clusters Score -1.295838e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -12962853.000000 Penalty: 5677.398926
	Iteration 7F: 3 clusters Score -1.296285e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -12968348.000000 Penalty: 5677.398926
	Iteration 8F: 3 clusters Score -1.296835e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76374 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -12974041.000000 Penalty: 5677.398926
	Iteration 9F: 3 clusters Score -1.297404e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -12978320.000000 Penalty: 5677.398926
	Iteration 10Q: 3 clusters Score -1.297832e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -12980762.000000 Penalty: 5677.398926
	Iteration 11Q: 3 clusters Score -1.298076e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -12981840.000000 Penalty: 5677.398926
	Iteration 12Q: 3 clusters Score -1.298184e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -12982408.000000 Penalty: 5677.398926
	Iteration 13Q: 3 clusters Score -1.298241e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -12982812.000000 Penalty: 5677.398926
	Iteration 14Q: 3 clusters Score -1.298281e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -12983229.000000 Penalty: 5677.398926
	Iteration 15Q: 3 clusters Score -1.298323e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -12983474.000000 Penalty: 5677.398926
	Iteration 16Q: 3 clusters Score -1.298347e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -12983683.000000 Penalty: 5677.398926
	Iteration 17Q: 3 clusters Score -1.298368e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -12983874.000000 Penalty: 5677.398926
	Iteration 18Q: 3 clusters Score -1.298387e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -12984097.000000 Penalty: 5677.398926
	Iteration 19Q: 3 clusters Score -1.29841e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -12984228.000000 Penalty: 5677.398926
	Iteration 20F: 3 clusters Score -1.298423e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -12984335.000000 Penalty: 5677.398926
	Iteration 21Q: 3 clusters Score -1.298434e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89753 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -12984437.000000 Penalty: 5677.398926
	Iteration 22Q: 3 clusters Score -1.298444e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -12984533.000000 Penalty: 5677.398926
	Iteration 23Q: 3 clusters Score -1.298453e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -12984630.000000 Penalty: 5677.398926
	Iteration 24Q: 3 clusters Score -1.298463e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90514 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -12984663.000000 Penalty: 5677.398926
	Iteration 25Q: 3 clusters Score -1.298466e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -12984727.000000 Penalty: 5677.398926
	Iteration 26Q: 3 clusters Score -1.298473e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -12984758.000000 Penalty: 5677.398926
	Iteration 27Q: 3 clusters Score -1.298476e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -12984790.000000 Penalty: 5677.398926
	Iteration 28Q: 3 clusters Score -1.298479e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -12984805.000000 Penalty: 5677.398926
	Iteration 29Q: 3 clusters Score -1.29848e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -12984827.000000 Penalty: 5677.398926
	Iteration 30Q: 3 clusters Score -1.298483e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91403 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -12984858.000000 Penalty: 5677.398926
	Iteration 31Q: 3 clusters Score -1.298486e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -12984878.000000 Penalty: 5677.398926
	Iteration 32Q: 3 clusters Score -1.298488e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -12984903.000000 Penalty: 5677.398926
	Iteration 33Q: 3 clusters Score -1.29849e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -12984913.000000 Penalty: 5677.398926
	Iteration 34Q: 3 clusters Score -1.298491e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -12984936.000000 Penalty: 5677.398926
	Iteration 35Q: 3 clusters Score -1.298494e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -12984933.000000 Penalty: 5677.398926
	Iteration 36Q: 3 clusters Score -1.298493e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -12984932.000000 Penalty: 5677.398926
	Iteration 37Q: 3 clusters Score -1.298493e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -12984951.000000 Penalty: 5677.398926
	Iteration 38Q: 3 clusters Score -1.298495e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91828 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -12984961.000000 Penalty: 5677.398926
	Iteration 39Q: 3 clusters Score -1.298496e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -12984957.000000 Penalty: 5677.398926
	Iteration 40F: 3 clusters Score -1.298496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91880 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -12984955.000000 Penalty: 5677.398926
	Iteration 41Q: 3 clusters Score -1.298496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -12984950.000000 Penalty: 5677.398926
	Iteration 42Q: 3 clusters Score -1.298495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -12984961.000000 Penalty: 5677.398926
	Iteration 43Q: 3 clusters Score -1.298496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -12984981.000000 Penalty: 5677.398926
	Iteration 44Q: 3 clusters Score -1.298498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12984967.000000 Penalty: 5677.398926
	Iteration 45Q: 3 clusters Score -1.298497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -12984968.000000 Penalty: 5677.398926
	Iteration 46Q: 3 clusters Score -1.298497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91946 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12984982.000000 Penalty: 5677.398926
	Iteration 47Q: 3 clusters Score -1.298498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -12984973.000000 Penalty: 5677.398926
	Iteration 48Q: 3 clusters Score -1.298497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -12984971.000000 Penalty: 5677.398926
	Iteration 49Q: 3 clusters Score -1.298497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -12984983.000000 Penalty: 5677.398926
	Iteration 50Q: 3 clusters Score -1.298498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12984969.000000 Penalty: 5677.398926
	Iteration 51Q: 3 clusters Score -1.298497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91978 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -12984969.000000 Penalty: 5677.398926
	Iteration 52Q: 3 clusters Score -1.298497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -12984975.000000 Penalty: 5677.398926
	Iteration 53Q: 3 clusters Score -1.298498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -12984987.000000 Penalty: 5677.398926
	Iteration 54Q: 3 clusters Score -1.298499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12984988.000000 Penalty: 5677.398926
	Iteration 55Q: 3 clusters Score -1.298499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -12985000.000000 Penalty: 5677.398926
	Iteration 56Q: 3 clusters Score -1.2985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12984996.000000 Penalty: 5677.398926
	Iteration 57Q: 3 clusters Score -1.2985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -12984995.000000 Penalty: 5677.398926
	Iteration 58Q: 3 clusters Score -1.2985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -12984995.000000 Penalty: 5677.398926
	Iteration 59Q: 3 clusters Score -1.2985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92017 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -12984995.000000 Penalty: 5677.398926
	Iteration 60F: 3 clusters Score -1.2985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -12985011.000000 Penalty: 5677.398926
	Iteration 61Q: 3 clusters Score -1.298501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92029 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -12985013.000000 Penalty: 5677.398926
	Iteration 62Q: 3 clusters Score -1.298501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92029 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -12985013.000000 Penalty: 5677.398926
	Iteration 63Q: 3 clusters Score -1.298501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92031 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -12985006.000000 Penalty: 5677.398926
	Iteration 64Q: 3 clusters Score -1.298501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -12985011.000000 Penalty: 5677.398926
	Iteration 65Q: 3 clusters Score -1.298501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -12985010.000000 Penalty: 5677.398926
	Iteration 66Q: 3 clusters Score -1.298501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -12985016.000000 Penalty: 5677.398926
	Iteration 67Q: 3 clusters Score -1.298502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -12985013.000000 Penalty: 5677.398926
	Iteration 68Q: 3 clusters Score -1.298501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -12985010.000000 Penalty: 5677.398926
	Iteration 69Q: 3 clusters Score -1.298501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -12985016.000000 Penalty: 5677.398926
	Iteration 70Q: 3 clusters Score -1.298502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92050 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -12985011.000000 Penalty: 5677.398926
	Iteration 71Q: 3 clusters Score -1.298501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -12985017.000000 Penalty: 5677.398926
	Iteration 72Q: 3 clusters Score -1.298502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92054 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -12985011.000000 Penalty: 5677.398926
	Iteration 73Q: 3 clusters Score -1.298501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92054 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -12985011.000000 Penalty: 5677.398926
	Iteration 74Q: 3 clusters Score -1.298501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92057 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -12985015.000000 Penalty: 5677.398926
	Iteration 75Q: 3 clusters Score -1.298502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12985015.000000 Penalty: 5677.398926
	Iteration 76Q: 3 clusters Score -1.298502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12985015.000000 Penalty: 5677.398926
	Iteration 77F: 3 clusters Score -1.298502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Entering Unmasked Estep 
Score: -726070.375000 Penalty: 2125.400879
	Iteration 0F: 2 clusters Score -726070.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -721383.687500 Penalty: 4250.801758
	Iteration 0F: 3 clusters Score -721383.7 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -722493.562500 Penalty: 4250.801758
	Iteration 1F: 3 clusters Score -722493.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -722696.937500 Penalty: 4250.801758
	Iteration 2F: 3 clusters Score -722696.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -722807.062500 Penalty: 4250.801758
	Iteration 3Q: 3 clusters Score -722807.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -722887.375000 Penalty: 4250.801758
	Iteration 4Q: 3 clusters Score -722887.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -722947.375000 Penalty: 4250.801758
	Iteration 5Q: 3 clusters Score -722947.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -723002.687500 Penalty: 4250.801758
	Iteration 6Q: 3 clusters Score -723002.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -723058.250000 Penalty: 4250.801758
	Iteration 7Q: 3 clusters Score -723058.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -723099.937500 Penalty: 4250.801758
	Iteration 8Q: 3 clusters Score -723099.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -723135.812500 Penalty: 4250.801758
	Iteration 9Q: 3 clusters Score -723135.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -723172.875000 Penalty: 4250.801758
	Iteration 10Q: 3 clusters Score -723172.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -723199.812500 Penalty: 4250.801758
	Iteration 11Q: 3 clusters Score -723199.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -723228.312500 Penalty: 4250.801758
	Iteration 12Q: 3 clusters Score -723228.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -723254.687500 Penalty: 4250.801758
	Iteration 13Q: 3 clusters Score -723254.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -723271.562500 Penalty: 4250.801758
	Iteration 14Q: 3 clusters Score -723271.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -723294.937500 Penalty: 4250.801758
	Iteration 15Q: 3 clusters Score -723294.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -723318.312500 Penalty: 4250.801758
	Iteration 16Q: 3 clusters Score -723318.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -723336.687500 Penalty: 4250.801758
	Iteration 17Q: 3 clusters Score -723336.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -723358.375000 Penalty: 4250.801758
	Iteration 18Q: 3 clusters Score -723358.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -723375.437500 Penalty: 4250.801758
	Iteration 19Q: 3 clusters Score -723375.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -723389.062500 Penalty: 4250.801758
	Iteration 20F: 3 clusters Score -723389.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -723405.375000 Penalty: 4250.801758
	Iteration 21Q: 3 clusters Score -723405.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -723424.250000 Penalty: 4250.801758
	Iteration 22Q: 3 clusters Score -723424.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -723436.125000 Penalty: 4250.801758
	Iteration 23Q: 3 clusters Score -723436.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -723441.312500 Penalty: 4250.801758
	Iteration 24Q: 3 clusters Score -723441.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -723444.875000 Penalty: 4250.801758
	Iteration 25Q: 3 clusters Score -723444.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -723452.687500 Penalty: 4250.801758
	Iteration 26Q: 3 clusters Score -723452.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -723460.500000 Penalty: 4250.801758
	Iteration 27Q: 3 clusters Score -723460.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -723467.000000 Penalty: 4250.801758
	Iteration 28Q: 3 clusters Score -723467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -723473.312500 Penalty: 4250.801758
	Iteration 29Q: 3 clusters Score -723473.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -723478.375000 Penalty: 4250.801758
	Iteration 30Q: 3 clusters Score -723478.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -723485.187500 Penalty: 4250.801758
	Iteration 31Q: 3 clusters Score -723485.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -723493.875000 Penalty: 4250.801758
	Iteration 32Q: 3 clusters Score -723493.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -723503.312500 Penalty: 4250.801758
	Iteration 33Q: 3 clusters Score -723503.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -723516.437500 Penalty: 4250.801758
	Iteration 34Q: 3 clusters Score -723516.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -723535.687500 Penalty: 4250.801758
	Iteration 35Q: 3 clusters Score -723535.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -723551.500000 Penalty: 4250.801758
	Iteration 36Q: 3 clusters Score -723551.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -723558.312500 Penalty: 4250.801758
	Iteration 37Q: 3 clusters Score -723558.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -723564.687500 Penalty: 4250.801758
	Iteration 38Q: 3 clusters Score -723564.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -723573.125000 Penalty: 4250.801758
	Iteration 39Q: 3 clusters Score -723573.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -723582.562500 Penalty: 4250.801758
	Iteration 40F: 3 clusters Score -723582.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -723594.625000 Penalty: 4250.801758
	Iteration 41Q: 3 clusters Score -723594.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -723604.000000 Penalty: 4250.801758
	Iteration 42Q: 3 clusters Score -723604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -723614.312500 Penalty: 4250.801758
	Iteration 43Q: 3 clusters Score -723614.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -723626.187500 Penalty: 4250.801758
	Iteration 44Q: 3 clusters Score -723626.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -723634.750000 Penalty: 4250.801758
	Iteration 45Q: 3 clusters Score -723634.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -723651.875000 Penalty: 4250.801758
	Iteration 46Q: 3 clusters Score -723651.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -723672.062500 Penalty: 4250.801758
	Iteration 47Q: 3 clusters Score -723672.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -723693.000000 Penalty: 4250.801758
	Iteration 48Q: 3 clusters Score -723693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -723714.250000 Penalty: 4250.801758
	Iteration 49Q: 3 clusters Score -723714.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -723731.687500 Penalty: 4250.801758
	Iteration 50Q: 3 clusters Score -723731.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -723752.062500 Penalty: 4250.801758
	Iteration 51Q: 3 clusters Score -723752.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -723769.750000 Penalty: 4250.801758
	Iteration 52Q: 3 clusters Score -723769.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -723787.125000 Penalty: 4250.801758
	Iteration 53Q: 3 clusters Score -723787.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -723809.187500 Penalty: 4250.801758
	Iteration 54Q: 3 clusters Score -723809.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -723830.312500 Penalty: 4250.801758
	Iteration 55Q: 3 clusters Score -723830.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -723853.250000 Penalty: 4250.801758
	Iteration 56Q: 3 clusters Score -723853.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -723876.187500 Penalty: 4250.801758
	Iteration 57Q: 3 clusters Score -723876.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -723901.750000 Penalty: 4250.801758
	Iteration 58Q: 3 clusters Score -723901.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -723927.875000 Penalty: 4250.801758
	Iteration 59Q: 3 clusters Score -723927.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -723952.687500 Penalty: 4250.801758
	Iteration 60F: 3 clusters Score -723952.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -723980.937500 Penalty: 4250.801758
	Iteration 61Q: 3 clusters Score -723980.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -724006.187500 Penalty: 4250.801758
	Iteration 62Q: 3 clusters Score -724006.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -724025.562500 Penalty: 4250.801758
	Iteration 63Q: 3 clusters Score -724025.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -724044.312500 Penalty: 4250.801758
	Iteration 64Q: 3 clusters Score -724044.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -724058.625000 Penalty: 4250.801758
	Iteration 65Q: 3 clusters Score -724058.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -724071.687500 Penalty: 4250.801758
	Iteration 66Q: 3 clusters Score -724071.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -724078.750000 Penalty: 4250.801758
	Iteration 67Q: 3 clusters Score -724078.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -724086.500000 Penalty: 4250.801758
	Iteration 68Q: 3 clusters Score -724086.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -724093.187500 Penalty: 4250.801758
	Iteration 69Q: 3 clusters Score -724093.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -724105.062500 Penalty: 4250.801758
	Iteration 70Q: 3 clusters Score -724105.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -724110.062500 Penalty: 4250.801758
	Iteration 71Q: 3 clusters Score -724110.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -724117.687500 Penalty: 4250.801758
	Iteration 72Q: 3 clusters Score -724117.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -724125.750000 Penalty: 4250.801758
	Iteration 73Q: 3 clusters Score -724125.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -724132.437500 Penalty: 4250.801758
	Iteration 74Q: 3 clusters Score -724132.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -724138.000000 Penalty: 4250.801758
	Iteration 75Q: 3 clusters Score -724138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -724138.187500 Penalty: 4250.801758
	Iteration 76Q: 3 clusters Score -724138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -724139.562500 Penalty: 4250.801758
	Iteration 77Q: 3 clusters Score -724139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -724140.437500 Penalty: 4250.801758
	Iteration 78Q: 3 clusters Score -724140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -724140.437500 Penalty: 4250.801758
	Iteration 79Q: 3 clusters Score -724140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -724140.312500 Penalty: 4250.801758
	Iteration 80F: 3 clusters Score -724140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -724141.125000 Penalty: 4250.801758
	Iteration 81Q: 3 clusters Score -724141.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -724141.125000 Penalty: 4250.801758
	Iteration 82F: 3 clusters Score -724141.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Entering Unmasked Estep 
Score: -4578820.000000 Penalty: 2586.351562
	Iteration 0F: 2 clusters Score -4578820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -4555774.500000 Penalty: 5172.703125
	Iteration 0F: 3 clusters Score -4555774 nChanged 15342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -4564059.000000 Penalty: 5172.703125
	Iteration 1F: 3 clusters Score -4564059 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4564718.500000 Penalty: 5172.703125
	Iteration 2F: 3 clusters Score -4564718 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4565472.000000 Penalty: 5172.703125
	Iteration 3F: 3 clusters Score -4565472 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4566350.500000 Penalty: 5172.703125
	Iteration 4F: 3 clusters Score -4566350 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -4567475.500000 Penalty: 5172.703125
	Iteration 5F: 3 clusters Score -4567476 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -4568943.000000 Penalty: 5172.703125
	Iteration 6F: 3 clusters Score -4568943 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -4570590.500000 Penalty: 5172.703125
	Iteration 7F: 3 clusters Score -4570590 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -4572220.000000 Penalty: 5172.703125
	Iteration 8F: 3 clusters Score -4572220 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -4573393.500000 Penalty: 5172.703125
	Iteration 9F: 3 clusters Score -4573394 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -4574208.000000 Penalty: 5172.703125
	Iteration 10Q: 3 clusters Score -4574208 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4574758.000000 Penalty: 5172.703125
	Iteration 11Q: 3 clusters Score -4574758 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -4575221.500000 Penalty: 5172.703125
	Iteration 12Q: 3 clusters Score -4575222 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4575616.000000 Penalty: 5172.703125
	Iteration 13Q: 3 clusters Score -4575616 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -4576027.000000 Penalty: 5172.703125
	Iteration 14Q: 3 clusters Score -4576027 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -4576400.000000 Penalty: 5172.703125
	Iteration 15Q: 3 clusters Score -4576400 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -4576772.000000 Penalty: 5172.703125
	Iteration 16Q: 3 clusters Score -4576772 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4577079.500000 Penalty: 5172.703125
	Iteration 17Q: 3 clusters Score -4577080 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -4577362.500000 Penalty: 5172.703125
	Iteration 18Q: 3 clusters Score -4577362 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -4577610.000000 Penalty: 5172.703125
	Iteration 19Q: 3 clusters Score -4577610 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4577810.500000 Penalty: 5172.703125
	Iteration 20F: 3 clusters Score -4577810 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4578016.000000 Penalty: 5172.703125
	Iteration 21Q: 3 clusters Score -4578016 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -4578236.000000 Penalty: 5172.703125
	Iteration 22Q: 3 clusters Score -4578236 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4578533.500000 Penalty: 5172.703125
	Iteration 23Q: 3 clusters Score -4578534 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4578851.500000 Penalty: 5172.703125
	Iteration 24Q: 3 clusters Score -4578852 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -4579001.500000 Penalty: 5172.703125
	Iteration 25Q: 3 clusters Score -4579002 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4579049.500000 Penalty: 5172.703125
	Iteration 26Q: 3 clusters Score -4579050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -4579060.000000 Penalty: 5172.703125
	Iteration 27Q: 3 clusters Score -4579060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -4579078.500000 Penalty: 5172.703125
	Iteration 28Q: 3 clusters Score -4579078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4579080.500000 Penalty: 5172.703125
	Iteration 29Q: 3 clusters Score -4579080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4579081.000000 Penalty: 5172.703125
	Iteration 30Q: 3 clusters Score -4579081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4579077.500000 Penalty: 5172.703125
	Iteration 31Q: 3 clusters Score -4579078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4579077.000000 Penalty: 5172.703125
	Iteration 32Q: 3 clusters Score -4579077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4579077.000000 Penalty: 5172.703125
	Iteration 33F: 3 clusters Score -4579077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 130503 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54864 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137403 members 
Mstep: Class 9 contains 14665 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 13 contains 159271 members 
Mstep: Class 14 contains 93561 members 
Mstep: Class 15 contains 5272 members 
Mstep: Class 16 contains 2437 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169889 members 
Mstep: Class 21 contains 78680 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81900 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 31384 members 
Entering Unmasked Estep 
Score: -137453664.000000 Penalty: 89173.351562
Splitting cluster 16 changes total score from -137454000.000000 to -137453664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -24049.376953 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -24049.38 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 96 members 
Entering Unmasked Estep 
Score: -22945.671875 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22945.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23046.601562 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -23046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23070.191406 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -23070.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23091.099609 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -23091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23094.921875 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -23094.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23102.179688 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -23102.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23102.179688 Penalty: 2666.138184
	Iteration 6F: 3 clusters Score -23102.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Entering Unmasked Estep 
Score: -522010.093750 Penalty: 2055.057129
	Iteration 0F: 2 clusters Score -522010.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -518111.968750 Penalty: 4110.114258
	Iteration 0F: 3 clusters Score -518112 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -519018.937500 Penalty: 4110.114258
	Iteration 1F: 3 clusters Score -519018.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -519243.937500 Penalty: 4110.114258
	Iteration 2F: 3 clusters Score -519243.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -519369.312500 Penalty: 4110.114258
	Iteration 3F: 3 clusters Score -519369.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -519461.312500 Penalty: 4110.114258
	Iteration 4Q: 3 clusters Score -519461.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -519526.687500 Penalty: 4110.114258
	Iteration 5Q: 3 clusters Score -519526.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -519581.406250 Penalty: 4110.114258
	Iteration 6Q: 3 clusters Score -519581.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -519625.406250 Penalty: 4110.114258
	Iteration 7Q: 3 clusters Score -519625.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -519662.937500 Penalty: 4110.114258
	Iteration 8Q: 3 clusters Score -519662.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -519692.187500 Penalty: 4110.114258
	Iteration 9Q: 3 clusters Score -519692.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -519722.531250 Penalty: 4110.114258
	Iteration 10Q: 3 clusters Score -519722.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -519751.875000 Penalty: 4110.114258
	Iteration 11Q: 3 clusters Score -519751.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -519784.062500 Penalty: 4110.114258
	Iteration 12Q: 3 clusters Score -519784.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -519822.468750 Penalty: 4110.114258
	Iteration 13Q: 3 clusters Score -519822.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -519862.906250 Penalty: 4110.114258
	Iteration 14Q: 3 clusters Score -519862.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -519898.125000 Penalty: 4110.114258
	Iteration 15Q: 3 clusters Score -519898.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -519939.531250 Penalty: 4110.114258
	Iteration 16Q: 3 clusters Score -519939.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -519977.718750 Penalty: 4110.114258
	Iteration 17Q: 3 clusters Score -519977.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -520028.968750 Penalty: 4110.114258
	Iteration 18Q: 3 clusters Score -520029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -520066.906250 Penalty: 4110.114258
	Iteration 19Q: 3 clusters Score -520066.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -520098.625000 Penalty: 4110.114258
	Iteration 20F: 3 clusters Score -520098.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -520125.187500 Penalty: 4110.114258
	Iteration 21Q: 3 clusters Score -520125.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -520150.531250 Penalty: 4110.114258
	Iteration 22Q: 3 clusters Score -520150.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -520175.406250 Penalty: 4110.114258
	Iteration 23Q: 3 clusters Score -520175.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -520199.843750 Penalty: 4110.114258
	Iteration 24Q: 3 clusters Score -520199.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -520229.125000 Penalty: 4110.114258
	Iteration 25Q: 3 clusters Score -520229.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -520248.718750 Penalty: 4110.114258
	Iteration 26Q: 3 clusters Score -520248.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -520269.906250 Penalty: 4110.114258
	Iteration 27Q: 3 clusters Score -520269.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -520293.906250 Penalty: 4110.114258
	Iteration 28Q: 3 clusters Score -520293.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -520316.531250 Penalty: 4110.114258
	Iteration 29Q: 3 clusters Score -520316.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -520334.812500 Penalty: 4110.114258
	Iteration 30Q: 3 clusters Score -520334.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -520355.687500 Penalty: 4110.114258
	Iteration 31Q: 3 clusters Score -520355.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -520372.406250 Penalty: 4110.114258
	Iteration 32Q: 3 clusters Score -520372.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -520391.656250 Penalty: 4110.114258
	Iteration 33Q: 3 clusters Score -520391.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -520409.343750 Penalty: 4110.114258
	Iteration 34Q: 3 clusters Score -520409.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -520425.718750 Penalty: 4110.114258
	Iteration 35Q: 3 clusters Score -520425.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -520434.000000 Penalty: 4110.114258
	Iteration 36Q: 3 clusters Score -520434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -520441.437500 Penalty: 4110.114258
	Iteration 37Q: 3 clusters Score -520441.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -520450.093750 Penalty: 4110.114258
	Iteration 38Q: 3 clusters Score -520450.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -520456.187500 Penalty: 4110.114258
	Iteration 39Q: 3 clusters Score -520456.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -520462.500000 Penalty: 4110.114258
	Iteration 40F: 3 clusters Score -520462.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -520468.000000 Penalty: 4110.114258
	Iteration 41Q: 3 clusters Score -520468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -520474.687500 Penalty: 4110.114258
	Iteration 42Q: 3 clusters Score -520474.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -520482.031250 Penalty: 4110.114258
	Iteration 43Q: 3 clusters Score -520482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -520489.062500 Penalty: 4110.114258
	Iteration 44Q: 3 clusters Score -520489.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -520499.218750 Penalty: 4110.114258
	Iteration 45Q: 3 clusters Score -520499.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -520509.875000 Penalty: 4110.114258
	Iteration 46Q: 3 clusters Score -520509.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -520518.781250 Penalty: 4110.114258
	Iteration 47Q: 3 clusters Score -520518.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -520527.656250 Penalty: 4110.114258
	Iteration 48Q: 3 clusters Score -520527.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -520533.468750 Penalty: 4110.114258
	Iteration 49Q: 3 clusters Score -520533.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -520538.718750 Penalty: 4110.114258
	Iteration 50Q: 3 clusters Score -520538.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -520543.312500 Penalty: 4110.114258
	Iteration 51Q: 3 clusters Score -520543.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -520546.500000 Penalty: 4110.114258
	Iteration 52Q: 3 clusters Score -520546.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -520550.968750 Penalty: 4110.114258
	Iteration 53Q: 3 clusters Score -520551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -520558.125000 Penalty: 4110.114258
	Iteration 54Q: 3 clusters Score -520558.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -520564.812500 Penalty: 4110.114258
	Iteration 55Q: 3 clusters Score -520564.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -520569.812500 Penalty: 4110.114258
	Iteration 56Q: 3 clusters Score -520569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -520572.312500 Penalty: 4110.114258
	Iteration 57Q: 3 clusters Score -520572.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -520575.500000 Penalty: 4110.114258
	Iteration 58Q: 3 clusters Score -520575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -520578.156250 Penalty: 4110.114258
	Iteration 59Q: 3 clusters Score -520578.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -520582.875000 Penalty: 4110.114258
	Iteration 60F: 3 clusters Score -520582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -520583.218750 Penalty: 4110.114258
	Iteration 61Q: 3 clusters Score -520583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -520585.468750 Penalty: 4110.114258
	Iteration 62Q: 3 clusters Score -520585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -520587.062500 Penalty: 4110.114258
	Iteration 63Q: 3 clusters Score -520587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -520587.750000 Penalty: 4110.114258
	Iteration 64Q: 3 clusters Score -520587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -520587.750000 Penalty: 4110.114258
	Iteration 65F: 3 clusters Score -520587.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -158648.625000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -156577.343750 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156577.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -156910.515625 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -156910.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -157033.718750 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157033.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -157109.265625 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -157109.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157159.406250 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -157159.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -157188.671875 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157188.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -157221.937500 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157221.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -157265.031250 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157301.703125 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157301.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157338.796875 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157338.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -157377.687500 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157377.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -157439.625000 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -157439.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -157487.437500 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -157487.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -157526.515625 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -157526.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -157561.687500 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -157561.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -157613.500000 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -157613.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -157631.031250 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -157631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -157636.343750 Penalty: 3509.601318
	Iteration 17Q: 3 clusters Score -157636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -157639.890625 Penalty: 3509.601318
	Iteration 18Q: 3 clusters Score -157639.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -157648.984375 Penalty: 3509.601318
	Iteration 19Q: 3 clusters Score -157649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -157659.343750 Penalty: 3509.601318
	Iteration 20F: 3 clusters Score -157659.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -157668.687500 Penalty: 3509.601318
	Iteration 21Q: 3 clusters Score -157668.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -157673.890625 Penalty: 3509.601318
	Iteration 22Q: 3 clusters Score -157673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -157678.890625 Penalty: 3509.601318
	Iteration 23Q: 3 clusters Score -157678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -157687.593750 Penalty: 3509.601318
	Iteration 24Q: 3 clusters Score -157687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -157694.906250 Penalty: 3509.601318
	Iteration 25Q: 3 clusters Score -157694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -157698.453125 Penalty: 3509.601318
	Iteration 26Q: 3 clusters Score -157698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -157699.875000 Penalty: 3509.601318
	Iteration 27Q: 3 clusters Score -157699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -157699.875000 Penalty: 3509.601318
	Iteration 28F: 3 clusters Score -157699.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (169889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169889 members 
Entering Unmasked Estep 
Score: -23504558.000000 Penalty: 2986.639160
	Iteration 0F: 2 clusters Score -2.350456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84967 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -23394284.000000 Penalty: 5973.278320
	Iteration 0F: 3 clusters Score -2.339428e+07 nChanged 81362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -23441500.000000 Penalty: 5973.278320
	Iteration 1F: 3 clusters Score -2.34415e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85443 members 
Mstep: Class 2 contains 84446 members 
Entering Unmasked Estep 
Score: -23442726.000000 Penalty: 5973.278320
	Iteration 2Q: 3 clusters Score -2.344273e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -23444000.000000 Penalty: 5973.278320
	Iteration 3Q: 3 clusters Score -2.3444e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85544 members 
Mstep: Class 2 contains 84345 members 
Entering Unmasked Estep 
Score: -23445686.000000 Penalty: 5973.278320
	Iteration 4Q: 3 clusters Score -2.344569e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -23447912.000000 Penalty: 5973.278320
	Iteration 5Q: 3 clusters Score -2.344791e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 84517 members 
Entering Unmasked Estep 
Score: -23451092.000000 Penalty: 5973.278320
	Iteration 6Q: 3 clusters Score -2.345109e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -23456138.000000 Penalty: 5973.278320
	Iteration 7F: 3 clusters Score -2.345614e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -23463228.000000 Penalty: 5973.278320
	Iteration 8F: 3 clusters Score -2.346323e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 86277 members 
Entering Unmasked Estep 
Score: -23471650.000000 Penalty: 5973.278320
	Iteration 9F: 3 clusters Score -2.347165e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 86799 members 
Entering Unmasked Estep 
Score: -23477594.000000 Penalty: 5973.278320
	Iteration 10F: 3 clusters Score -2.347759e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
Score: -23480126.000000 Penalty: 5973.278320
	Iteration 11Q: 3 clusters Score -2.348013e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -23480836.000000 Penalty: 5973.278320
	Iteration 12Q: 3 clusters Score -2.348084e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -23481264.000000 Penalty: 5973.278320
	Iteration 13Q: 3 clusters Score -2.348126e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -23481518.000000 Penalty: 5973.278320
	Iteration 14Q: 3 clusters Score -2.348152e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -23481710.000000 Penalty: 5973.278320
	Iteration 15Q: 3 clusters Score -2.348171e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 89752 members 
Entering Unmasked Estep 
Score: -23481948.000000 Penalty: 5973.278320
	Iteration 16Q: 3 clusters Score -2.348195e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 90395 members 
Entering Unmasked Estep 
Score: -23482094.000000 Penalty: 5973.278320
	Iteration 17Q: 3 clusters Score -2.348209e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -23482266.000000 Penalty: 5973.278320
	Iteration 18Q: 3 clusters Score -2.348227e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 91740 members 
Entering Unmasked Estep 
Score: -23482522.000000 Penalty: 5973.278320
	Iteration 19Q: 3 clusters Score -2.348252e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -23482776.000000 Penalty: 5973.278320
	Iteration 20F: 3 clusters Score -2.348278e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -23482934.000000 Penalty: 5973.278320
	Iteration 21Q: 3 clusters Score -2.348293e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -23483018.000000 Penalty: 5973.278320
	Iteration 22Q: 3 clusters Score -2.348302e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 94799 members 
Entering Unmasked Estep 
Score: -23483128.000000 Penalty: 5973.278320
	Iteration 23Q: 3 clusters Score -2.348313e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 95659 members 
Entering Unmasked Estep 
Score: -23483322.000000 Penalty: 5973.278320
	Iteration 24Q: 3 clusters Score -2.348332e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 96520 members 
Entering Unmasked Estep 
Score: -23483412.000000 Penalty: 5973.278320
	Iteration 25Q: 3 clusters Score -2.348341e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72447 members 
Mstep: Class 2 contains 97442 members 
Entering Unmasked Estep 
Score: -23483610.000000 Penalty: 5973.278320
	Iteration 26Q: 3 clusters Score -2.348361e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -23483812.000000 Penalty: 5973.278320
	Iteration 27Q: 3 clusters Score -2.348381e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 99457 members 
Entering Unmasked Estep 
Score: -23484130.000000 Penalty: 5973.278320
	Iteration 28Q: 3 clusters Score -2.348413e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -23484164.000000 Penalty: 5973.278320
	Iteration 29Q: 3 clusters Score -2.348416e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 101713 members 
Entering Unmasked Estep 
Score: -23484426.000000 Penalty: 5973.278320
	Iteration 30Q: 3 clusters Score -2.348443e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 102984 members 
Entering Unmasked Estep 
Score: -23484638.000000 Penalty: 5973.278320
	Iteration 31Q: 3 clusters Score -2.348464e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 104349 members 
Entering Unmasked Estep 
Score: -23484960.000000 Penalty: 5973.278320
	Iteration 32Q: 3 clusters Score -2.348496e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 105766 members 
Entering Unmasked Estep 
Score: -23485208.000000 Penalty: 5973.278320
	Iteration 33Q: 3 clusters Score -2.348521e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -23485564.000000 Penalty: 5973.278320
	Iteration 34Q: 3 clusters Score -2.348556e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 108753 members 
Entering Unmasked Estep 
Score: -23485958.000000 Penalty: 5973.278320
	Iteration 35Q: 3 clusters Score -2.348596e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 110411 members 
Entering Unmasked Estep 
Score: -23486328.000000 Penalty: 5973.278320
	Iteration 36Q: 3 clusters Score -2.348633e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -23486782.000000 Penalty: 5973.278320
	Iteration 37Q: 3 clusters Score -2.348678e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 113762 members 
Entering Unmasked Estep 
Score: -23487082.000000 Penalty: 5973.278320
	Iteration 38Q: 3 clusters Score -2.348708e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 115529 members 
Entering Unmasked Estep 
Score: -23487466.000000 Penalty: 5973.278320
	Iteration 39Q: 3 clusters Score -2.348747e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 117299 members 
Entering Unmasked Estep 
Score: -23488044.000000 Penalty: 5973.278320
	Iteration 40F: 3 clusters Score -2.348804e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 119058 members 
Entering Unmasked Estep 
Score: -23488682.000000 Penalty: 5973.278320
	Iteration 41Q: 3 clusters Score -2.348868e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 120777 members 
Entering Unmasked Estep 
Score: -23489122.000000 Penalty: 5973.278320
	Iteration 42Q: 3 clusters Score -2.348912e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 122558 members 
Entering Unmasked Estep 
Score: -23489680.000000 Penalty: 5973.278320
	Iteration 43Q: 3 clusters Score -2.348968e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 124310 members 
Entering Unmasked Estep 
Score: -23490140.000000 Penalty: 5973.278320
	Iteration 44Q: 3 clusters Score -2.349014e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 126056 members 
Entering Unmasked Estep 
Score: -23490590.000000 Penalty: 5973.278320
	Iteration 45Q: 3 clusters Score -2.349059e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 127783 members 
Entering Unmasked Estep 
Score: -23491098.000000 Penalty: 5973.278320
	Iteration 46Q: 3 clusters Score -2.34911e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 129474 members 
Entering Unmasked Estep 
Score: -23491518.000000 Penalty: 5973.278320
	Iteration 47Q: 3 clusters Score -2.349152e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 131270 members 
Entering Unmasked Estep 
Score: -23492122.000000 Penalty: 5973.278320
	Iteration 48Q: 3 clusters Score -2.349212e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 133102 members 
Entering Unmasked Estep 
Score: -23492678.000000 Penalty: 5973.278320
	Iteration 49Q: 3 clusters Score -2.349268e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 134989 members 
Entering Unmasked Estep 
Score: -23493362.000000 Penalty: 5973.278320
	Iteration 50Q: 3 clusters Score -2.349336e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 136938 members 
Entering Unmasked Estep 
Score: -23493768.000000 Penalty: 5973.278320
	Iteration 51Q: 3 clusters Score -2.349377e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 138922 members 
Entering Unmasked Estep 
Score: -23494622.000000 Penalty: 5973.278320
	Iteration 52Q: 3 clusters Score -2.349462e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 140892 members 
Entering Unmasked Estep 
Score: -23495234.000000 Penalty: 5973.278320
	Iteration 53Q: 3 clusters Score -2.349523e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -23495864.000000 Penalty: 5973.278320
	Iteration 54Q: 3 clusters Score -2.349586e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 144844 members 
Entering Unmasked Estep 
Score: -23496384.000000 Penalty: 5973.278320
	Iteration 55Q: 3 clusters Score -2.349638e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 146966 members 
Entering Unmasked Estep 
Score: -23496900.000000 Penalty: 5973.278320
	Iteration 56Q: 3 clusters Score -2.34969e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 148951 members 
Entering Unmasked Estep 
Score: -23497490.000000 Penalty: 5973.278320
	Iteration 57Q: 3 clusters Score -2.349749e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 150927 members 
Entering Unmasked Estep 
Score: -23498122.000000 Penalty: 5973.278320
	Iteration 58Q: 3 clusters Score -2.349812e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 152846 members 
Entering Unmasked Estep 
Score: -23498604.000000 Penalty: 5973.278320
	Iteration 59Q: 3 clusters Score -2.34986e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 154622 members 
Entering Unmasked Estep 
Score: -23498986.000000 Penalty: 5973.278320
	Iteration 60F: 3 clusters Score -2.349899e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 156361 members 
Entering Unmasked Estep 
Score: -23499642.000000 Penalty: 5973.278320
	Iteration 61Q: 3 clusters Score -2.349964e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 158001 members 
Entering Unmasked Estep 
Score: -23499998.000000 Penalty: 5973.278320
	Iteration 62Q: 3 clusters Score -2.35e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 159508 members 
Entering Unmasked Estep 
Score: -23500448.000000 Penalty: 5973.278320
	Iteration 63Q: 3 clusters Score -2.350045e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 160881 members 
Entering Unmasked Estep 
Score: -23500806.000000 Penalty: 5973.278320
	Iteration 64Q: 3 clusters Score -2.350081e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 162154 members 
Entering Unmasked Estep 
Score: -23500976.000000 Penalty: 5973.278320
	Iteration 65Q: 3 clusters Score -2.350098e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 163284 members 
Entering Unmasked Estep 
Score: -23501184.000000 Penalty: 5973.278320
	Iteration 66Q: 3 clusters Score -2.350118e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 164295 members 
Entering Unmasked Estep 
Score: -23501460.000000 Penalty: 5973.278320
	Iteration 67Q: 3 clusters Score -2.350146e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 165166 members 
Entering Unmasked Estep 
Score: -23501602.000000 Penalty: 5973.278320
	Iteration 68Q: 3 clusters Score -2.35016e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 165879 members 
Entering Unmasked Estep 
Score: -23501792.000000 Penalty: 5973.278320
	Iteration 69Q: 3 clusters Score -2.350179e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 166468 members 
Entering Unmasked Estep 
Score: -23501862.000000 Penalty: 5973.278320
	Iteration 70Q: 3 clusters Score -2.350186e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 166935 members 
Entering Unmasked Estep 
Score: -23501986.000000 Penalty: 5973.278320
	Iteration 71Q: 3 clusters Score -2.350199e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 167335 members 
Entering Unmasked Estep 
Score: -23502000.000000 Penalty: 5973.278320
	Iteration 72Q: 3 clusters Score -2.3502e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 167642 members 
Entering Unmasked Estep 
Score: -23502056.000000 Penalty: 5973.278320
	Iteration 73Q: 3 clusters Score -2.350206e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 167925 members 
Entering Unmasked Estep 
Score: -23502168.000000 Penalty: 5973.278320
	Iteration 74Q: 3 clusters Score -2.350217e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 168150 members 
Entering Unmasked Estep 
Score: -23502174.000000 Penalty: 5973.278320
	Iteration 75Q: 3 clusters Score -2.350217e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 168312 members 
Entering Unmasked Estep 
Score: -23502166.000000 Penalty: 5973.278320
	Iteration 76Q: 3 clusters Score -2.350217e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -23502190.000000 Penalty: 5973.278320
	Iteration 77Q: 3 clusters Score -2.350219e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 168569 members 
Entering Unmasked Estep 
Score: -23502234.000000 Penalty: 5973.278320
	Iteration 78Q: 3 clusters Score -2.350223e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 168675 members 
Entering Unmasked Estep 
Score: -23502276.000000 Penalty: 5973.278320
	Iteration 79Q: 3 clusters Score -2.350228e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 168757 members 
Entering Unmasked Estep 
Score: -23502324.000000 Penalty: 5973.278320
	Iteration 80F: 3 clusters Score -2.350232e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 168832 members 
Entering Unmasked Estep 
Score: -23502330.000000 Penalty: 5973.278320
	Iteration 81Q: 3 clusters Score -2.350233e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 168887 members 
Entering Unmasked Estep 
Score: -23502352.000000 Penalty: 5973.278320
	Iteration 82Q: 3 clusters Score -2.350235e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 168936 members 
Entering Unmasked Estep 
Score: -23502340.000000 Penalty: 5973.278320
	Iteration 83Q: 3 clusters Score -2.350234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 168971 members 
Entering Unmasked Estep 
Score: -23502336.000000 Penalty: 5973.278320
	Iteration 84Q: 3 clusters Score -2.350234e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 169003 members 
Entering Unmasked Estep 
Score: -23502378.000000 Penalty: 5973.278320
	Iteration 85Q: 3 clusters Score -2.350238e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 169025 members 
Entering Unmasked Estep 
Score: -23502394.000000 Penalty: 5973.278320
	Iteration 86Q: 3 clusters Score -2.350239e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 169053 members 
Entering Unmasked Estep 
Score: -23502412.000000 Penalty: 5973.278320
	Iteration 87Q: 3 clusters Score -2.350241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 169073 members 
Entering Unmasked Estep 
Score: -23502422.000000 Penalty: 5973.278320
	Iteration 88Q: 3 clusters Score -2.350242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 169086 members 
Entering Unmasked Estep 
Score: -23502420.000000 Penalty: 5973.278320
	Iteration 89Q: 3 clusters Score -2.350242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 169094 members 
Entering Unmasked Estep 
Score: -23502430.000000 Penalty: 5973.278320
	Iteration 90Q: 3 clusters Score -2.350243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 169102 members 
Entering Unmasked Estep 
Score: -23502426.000000 Penalty: 5973.278320
	Iteration 91Q: 3 clusters Score -2.350243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 169102 members 
Entering Unmasked Estep 
Score: -23502436.000000 Penalty: 5973.278320
	Iteration 92Q: 3 clusters Score -2.350244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 169102 members 
Entering Unmasked Estep 
Score: -23502442.000000 Penalty: 5973.278320
	Iteration 93Q: 3 clusters Score -2.350244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 169104 members 
Entering Unmasked Estep 
Score: -23502432.000000 Penalty: 5973.278320
	Iteration 94Q: 3 clusters Score -2.350243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 169106 members 
Entering Unmasked Estep 
Score: -23502428.000000 Penalty: 5973.278320
	Iteration 95Q: 3 clusters Score -2.350243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 169107 members 
Entering Unmasked Estep 
Score: -23502434.000000 Penalty: 5973.278320
	Iteration 96Q: 3 clusters Score -2.350243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 169109 members 
Entering Unmasked Estep 
Score: -23502436.000000 Penalty: 5973.278320
	Iteration 97Q: 3 clusters Score -2.350244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 169111 members 
Entering Unmasked Estep 
Score: -23502440.000000 Penalty: 5973.278320
	Iteration 98Q: 3 clusters Score -2.350244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 169113 members 
Entering Unmasked Estep 
Score: -23502436.000000 Penalty: 5973.278320
	Iteration 99Q: 3 clusters Score -2.350244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 169113 members 
Entering Unmasked Estep 
Score: -23502444.000000 Penalty: 5973.278320
	Iteration 100F: 3 clusters Score -2.350244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 169115 members 
Entering Unmasked Estep 
Score: -23502444.000000 Penalty: 5973.278320
	Iteration 101Q: 3 clusters Score -2.350244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 169115 members 
Entering Unmasked Estep 
Score: -23502444.000000 Penalty: 5973.278320
	Iteration 102F: 3 clusters Score -2.350244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (78680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Entering Unmasked Estep 
Score: -10915231.000000 Penalty: 2795.739990
	Iteration 0F: 2 clusters Score -1.091523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -10862523.000000 Penalty: 5591.479980
	Iteration 0F: 3 clusters Score -1.086252e+07 nChanged 36910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -10883519.000000 Penalty: 5591.479980
	Iteration 1F: 3 clusters Score -1.088352e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -10884288.000000 Penalty: 5591.479980
	Iteration 2Q: 3 clusters Score -1.088429e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -10885379.000000 Penalty: 5591.479980
	Iteration 3Q: 3 clusters Score -1.088538e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -10886801.000000 Penalty: 5591.479980
	Iteration 4Q: 3 clusters Score -1.08868e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -10889171.000000 Penalty: 5591.479980
	Iteration 5F: 3 clusters Score -1.088917e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -10892975.000000 Penalty: 5591.479980
	Iteration 6F: 3 clusters Score -1.089298e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -10898255.000000 Penalty: 5591.479980
	Iteration 7F: 3 clusters Score -1.089826e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -10903845.000000 Penalty: 5591.479980
	Iteration 8F: 3 clusters Score -1.090384e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -10908057.000000 Penalty: 5591.479980
	Iteration 9F: 3 clusters Score -1.090806e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -10910436.000000 Penalty: 5591.479980
	Iteration 10Q: 3 clusters Score -1.091044e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74474 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -10911608.000000 Penalty: 5591.479980
	Iteration 11Q: 3 clusters Score -1.091161e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -10912181.000000 Penalty: 5591.479980
	Iteration 12Q: 3 clusters Score -1.091218e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -10912454.000000 Penalty: 5591.479980
	Iteration 13Q: 3 clusters Score -1.091245e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -10912601.000000 Penalty: 5591.479980
	Iteration 14Q: 3 clusters Score -1.09126e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -10912702.000000 Penalty: 5591.479980
	Iteration 15Q: 3 clusters Score -1.09127e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -10912796.000000 Penalty: 5591.479980
	Iteration 16Q: 3 clusters Score -1.09128e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -10912882.000000 Penalty: 5591.479980
	Iteration 17Q: 3 clusters Score -1.091288e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -10912934.000000 Penalty: 5591.479980
	Iteration 18Q: 3 clusters Score -1.091293e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -10912984.000000 Penalty: 5591.479980
	Iteration 19Q: 3 clusters Score -1.091298e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -10913058.000000 Penalty: 5591.479980
	Iteration 20F: 3 clusters Score -1.091306e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76796 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -10913056.000000 Penalty: 5591.479980
	Iteration 21Q: 3 clusters Score -1.091306e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -10913056.000000 Penalty: 5591.479980
	Iteration 22Q: 3 clusters Score -1.091306e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10913079.000000 Penalty: 5591.479980
	Iteration 23Q: 3 clusters Score -1.091308e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -10913091.000000 Penalty: 5591.479980
	Iteration 24Q: 3 clusters Score -1.091309e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -10913083.000000 Penalty: 5591.479980
	Iteration 25Q: 3 clusters Score -1.091308e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -10913093.000000 Penalty: 5591.479980
	Iteration 26Q: 3 clusters Score -1.091309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77006 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -10913102.000000 Penalty: 5591.479980
	Iteration 27Q: 3 clusters Score -1.09131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10913094.000000 Penalty: 5591.479980
	Iteration 28Q: 3 clusters Score -1.091309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -10913108.000000 Penalty: 5591.479980
	Iteration 29Q: 3 clusters Score -1.091311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10913110.000000 Penalty: 5591.479980
	Iteration 30Q: 3 clusters Score -1.091311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -10913122.000000 Penalty: 5591.479980
	Iteration 31Q: 3 clusters Score -1.091312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10913127.000000 Penalty: 5591.479980
	Iteration 32Q: 3 clusters Score -1.091313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77099 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -10913132.000000 Penalty: 5591.479980
	Iteration 33Q: 3 clusters Score -1.091313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -10913138.000000 Penalty: 5591.479980
	Iteration 34Q: 3 clusters Score -1.091314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -10913137.000000 Penalty: 5591.479980
	Iteration 35Q: 3 clusters Score -1.091314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -10913152.000000 Penalty: 5591.479980
	Iteration 36Q: 3 clusters Score -1.091315e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77151 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -10913164.000000 Penalty: 5591.479980
	Iteration 37Q: 3 clusters Score -1.091316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -10913168.000000 Penalty: 5591.479980
	Iteration 38Q: 3 clusters Score -1.091317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77170 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -10913178.000000 Penalty: 5591.479980
	Iteration 39Q: 3 clusters Score -1.091318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10913184.000000 Penalty: 5591.479980
	Iteration 40F: 3 clusters Score -1.091318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -10913181.000000 Penalty: 5591.479980
	Iteration 41Q: 3 clusters Score -1.091318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -10913189.000000 Penalty: 5591.479980
	Iteration 42Q: 3 clusters Score -1.091319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -10913200.000000 Penalty: 5591.479980
	Iteration 43Q: 3 clusters Score -1.09132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -10913196.000000 Penalty: 5591.479980
	Iteration 44Q: 3 clusters Score -1.09132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10913201.000000 Penalty: 5591.479980
	Iteration 45Q: 3 clusters Score -1.09132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10913207.000000 Penalty: 5591.479980
	Iteration 46Q: 3 clusters Score -1.091321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -10913211.000000 Penalty: 5591.479980
	Iteration 47Q: 3 clusters Score -1.091321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10913212.000000 Penalty: 5591.479980
	Iteration 48Q: 3 clusters Score -1.091321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -10913208.000000 Penalty: 5591.479980
	Iteration 49Q: 3 clusters Score -1.091321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10913202.000000 Penalty: 5591.479980
	Iteration 50Q: 3 clusters Score -1.09132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -10913207.000000 Penalty: 5591.479980
	Iteration 51Q: 3 clusters Score -1.091321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10913197.000000 Penalty: 5591.479980
	Iteration 52Q: 3 clusters Score -1.09132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10913195.000000 Penalty: 5591.479980
	Iteration 53Q: 3 clusters Score -1.09132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -10913200.000000 Penalty: 5591.479980
	Iteration 54Q: 3 clusters Score -1.09132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10913201.000000 Penalty: 5591.479980
	Iteration 55Q: 3 clusters Score -1.09132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -10913198.000000 Penalty: 5591.479980
	Iteration 56Q: 3 clusters Score -1.09132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -10913200.000000 Penalty: 5591.479980
	Iteration 57Q: 3 clusters Score -1.09132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -10913200.000000 Penalty: 5591.479980
	Iteration 58F: 3 clusters Score -1.09132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -160521.531250 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -160521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158464.953125 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -158465 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -158882.078125 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -158882.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159035.796875 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -159035.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159121.437500 Penalty: 3522.022705
	Iteration 3F: 3 clusters Score -159121.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159188.593750 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -159188.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159215.921875 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -159215.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -159239.218750 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -159239.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -159268.531250 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -159268.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -159289.265625 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -159289.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -159303.734375 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -159303.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -159317.687500 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -159317.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -159343.218750 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -159343.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -159356.171875 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -159356.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -159367.171875 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -159367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -159379.968750 Penalty: 3522.022705
	Iteration 14Q: 3 clusters Score -159380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -159401.375000 Penalty: 3522.022705
	Iteration 15Q: 3 clusters Score -159401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -159410.203125 Penalty: 3522.022705
	Iteration 16Q: 3 clusters Score -159410.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -159419.750000 Penalty: 3522.022705
	Iteration 17Q: 3 clusters Score -159419.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -159426.609375 Penalty: 3522.022705
	Iteration 18Q: 3 clusters Score -159426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -159430.765625 Penalty: 3522.022705
	Iteration 19Q: 3 clusters Score -159430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -159439.156250 Penalty: 3522.022705
	Iteration 20F: 3 clusters Score -159439.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -159447.546875 Penalty: 3522.022705
	Iteration 21Q: 3 clusters Score -159447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -159451.734375 Penalty: 3522.022705
	Iteration 22Q: 3 clusters Score -159451.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -159455.531250 Penalty: 3522.022705
	Iteration 23Q: 3 clusters Score -159455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -159461.546875 Penalty: 3522.022705
	Iteration 24Q: 3 clusters Score -159461.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -159467.828125 Penalty: 3522.022705
	Iteration 25Q: 3 clusters Score -159467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -159469.421875 Penalty: 3522.022705
	Iteration 26Q: 3 clusters Score -159469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -159469.421875 Penalty: 3522.022705
	Iteration 27F: 3 clusters Score -159469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -13573.099609 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -13573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12644.639648 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -12644.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12660.541992 Penalty: 2386.843506
	Iteration 1Q: 3 clusters Score -12660.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12660.541992 Penalty: 2386.843506
	Iteration 2F: 3 clusters Score -12660.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (81900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Entering Unmasked Estep 
Score: -11405511.000000 Penalty: 2805.687012
	Iteration 0F: 2 clusters Score -1.140551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -11350860.000000 Penalty: 5611.374023
	Iteration 0F: 3 clusters Score -1.135086e+07 nChanged 38364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -11372222.000000 Penalty: 5611.374023
	Iteration 1F: 3 clusters Score -1.137222e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -11372819.000000 Penalty: 5611.374023
	Iteration 2Q: 3 clusters Score -1.137282e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -11373529.000000 Penalty: 5611.374023
	Iteration 3Q: 3 clusters Score -1.137353e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -11374279.000000 Penalty: 5611.374023
	Iteration 4Q: 3 clusters Score -1.137428e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -11375404.000000 Penalty: 5611.374023
	Iteration 5Q: 3 clusters Score -1.13754e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -11376967.000000 Penalty: 5611.374023
	Iteration 6Q: 3 clusters Score -1.137697e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -11379453.000000 Penalty: 5611.374023
	Iteration 7F: 3 clusters Score -1.137945e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -11383392.000000 Penalty: 5611.374023
	Iteration 8F: 3 clusters Score -1.138339e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -11388632.000000 Penalty: 5611.374023
	Iteration 9F: 3 clusters Score -1.138863e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -11394047.000000 Penalty: 5611.374023
	Iteration 10F: 3 clusters Score -1.139405e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 73558 members 
Entering Unmasked Estep 
Score: -11398030.000000 Penalty: 5611.374023
	Iteration 11F: 3 clusters Score -1.139803e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -11400573.000000 Penalty: 5611.374023
	Iteration 12Q: 3 clusters Score -1.140057e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -11401968.000000 Penalty: 5611.374023
	Iteration 13Q: 3 clusters Score -1.140197e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -11402746.000000 Penalty: 5611.374023
	Iteration 14Q: 3 clusters Score -1.140275e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -11403157.000000 Penalty: 5611.374023
	Iteration 15Q: 3 clusters Score -1.140316e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -11403396.000000 Penalty: 5611.374023
	Iteration 16Q: 3 clusters Score -1.14034e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -11403534.000000 Penalty: 5611.374023
	Iteration 17Q: 3 clusters Score -1.140353e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -11403655.000000 Penalty: 5611.374023
	Iteration 18Q: 3 clusters Score -1.140366e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -11403774.000000 Penalty: 5611.374023
	Iteration 19Q: 3 clusters Score -1.140377e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -11403827.000000 Penalty: 5611.374023
	Iteration 20F: 3 clusters Score -1.140383e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -11403906.000000 Penalty: 5611.374023
	Iteration 21Q: 3 clusters Score -1.140391e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -11403925.000000 Penalty: 5611.374023
	Iteration 22Q: 3 clusters Score -1.140392e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -11403942.000000 Penalty: 5611.374023
	Iteration 23Q: 3 clusters Score -1.140394e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -11403952.000000 Penalty: 5611.374023
	Iteration 24Q: 3 clusters Score -1.140395e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -11403954.000000 Penalty: 5611.374023
	Iteration 25Q: 3 clusters Score -1.140395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 80703 members 
Entering Unmasked Estep 
Score: -11403973.000000 Penalty: 5611.374023
	Iteration 26Q: 3 clusters Score -1.140397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -11403986.000000 Penalty: 5611.374023
	Iteration 27Q: 3 clusters Score -1.140399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -11403990.000000 Penalty: 5611.374023
	Iteration 28Q: 3 clusters Score -1.140399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -11403996.000000 Penalty: 5611.374023
	Iteration 29Q: 3 clusters Score -1.1404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -11404005.000000 Penalty: 5611.374023
	Iteration 30Q: 3 clusters Score -1.1404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -11404001.000000 Penalty: 5611.374023
	Iteration 31Q: 3 clusters Score -1.1404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -11404004.000000 Penalty: 5611.374023
	Iteration 32Q: 3 clusters Score -1.1404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -11404006.000000 Penalty: 5611.374023
	Iteration 33Q: 3 clusters Score -1.140401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -11404004.000000 Penalty: 5611.374023
	Iteration 34Q: 3 clusters Score -1.1404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -11404010.000000 Penalty: 5611.374023
	Iteration 35Q: 3 clusters Score -1.140401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
Score: -11404015.000000 Penalty: 5611.374023
	Iteration 36Q: 3 clusters Score -1.140402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -11404009.000000 Penalty: 5611.374023
	Iteration 37Q: 3 clusters Score -1.140401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -11404016.000000 Penalty: 5611.374023
	Iteration 38Q: 3 clusters Score -1.140402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -11404024.000000 Penalty: 5611.374023
	Iteration 39Q: 3 clusters Score -1.140402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -11404009.000000 Penalty: 5611.374023
	Iteration 40F: 3 clusters Score -1.140401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -11404007.000000 Penalty: 5611.374023
	Iteration 41Q: 3 clusters Score -1.140401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -11404006.000000 Penalty: 5611.374023
	Iteration 42Q: 3 clusters Score -1.140401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -11404006.000000 Penalty: 5611.374023
	Iteration 43F: 3 clusters Score -1.140401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -23335.710938 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -23335.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22252.771484 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -22252.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22335.755859 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -22335.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22350.972656 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -22350.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22363.613281 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -22363.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22363.613281 Penalty: 2632.900635
	Iteration 4F: 3 clusters Score -22363.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 130503 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54864 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137403 members 
Mstep: Class 9 contains 14665 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 13 contains 159271 members 
Mstep: Class 14 contains 93561 members 
Mstep: Class 15 contains 5272 members 
Mstep: Class 16 contains 33821 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169889 members 
Mstep: Class 21 contains 78680 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81900 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453968.000000 Penalty: 85743.609375
Iteration 439Q: 26 clusters Score -1.37454e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 130531 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54871 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137400 members 
Mstep: Class 9 contains 14662 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 13 contains 159272 members 
Mstep: Class 14 contains 93555 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33818 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169859 members 
Mstep: Class 21 contains 78691 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81902 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137453904.000000 Penalty: 85743.609375
Iteration 440F: 26 clusters Score -1.374539e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 130549 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54886 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137400 members 
Mstep: Class 9 contains 14661 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159268 members 
Mstep: Class 14 contains 93558 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33818 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169831 members 
Mstep: Class 21 contains 78697 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81897 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454032.000000 Penalty: 85743.609375
Iteration 441Q: 26 clusters Score -1.37454e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 130573 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54904 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137400 members 
Mstep: Class 9 contains 14659 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159266 members 
Mstep: Class 14 contains 93552 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33817 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169810 members 
Mstep: Class 21 contains 78697 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81890 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454016.000000 Penalty: 85743.609375
Iteration 442Q: 26 clusters Score -1.37454e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 130593 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54919 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137395 members 
Mstep: Class 9 contains 14659 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159254 members 
Mstep: Class 14 contains 93548 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33816 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169797 members 
Mstep: Class 21 contains 78706 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81888 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454160.000000 Penalty: 85743.609375
Iteration 443Q: 26 clusters Score -1.374542e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 130618 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54933 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137391 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159248 members 
Mstep: Class 14 contains 93549 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33814 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169769 members 
Mstep: Class 21 contains 78715 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81883 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454192.000000 Penalty: 85743.609375
Iteration 444Q: 26 clusters Score -1.374542e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 130656 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54944 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137383 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159235 members 
Mstep: Class 14 contains 93550 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33809 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169752 members 
Mstep: Class 21 contains 78720 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81879 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454080.000000 Penalty: 85743.609375
Iteration 445Q: 26 clusters Score -1.374541e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 130685 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54948 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137381 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159227 members 
Mstep: Class 14 contains 93547 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33805 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169740 members 
Mstep: Class 21 contains 78724 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81874 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454096.000000 Penalty: 85743.609375
Iteration 446Q: 26 clusters Score -1.374541e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 130705 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54953 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137388 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159218 members 
Mstep: Class 14 contains 93545 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33801 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169728 members 
Mstep: Class 21 contains 78727 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81867 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454096.000000 Penalty: 85743.609375
Iteration 447Q: 26 clusters Score -1.374541e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 130724 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54958 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137381 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159202 members 
Mstep: Class 14 contains 93547 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33799 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169729 members 
Mstep: Class 21 contains 78729 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81864 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454096.000000 Penalty: 85743.609375
Iteration 448Q: 26 clusters Score -1.374541e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 130749 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54963 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137378 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159179 members 
Mstep: Class 14 contains 93544 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33798 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169728 members 
Mstep: Class 21 contains 78732 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81863 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454160.000000 Penalty: 85743.609375
Iteration 449Q: 26 clusters Score -1.374542e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 130780 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54967 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137365 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159168 members 
Mstep: Class 14 contains 93536 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33798 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169718 members 
Mstep: Class 21 contains 78739 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81863 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454128.000000 Penalty: 85743.609375
Iteration 450Q: 26 clusters Score -1.374541e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 130816 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137347 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159149 members 
Mstep: Class 14 contains 93533 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33798 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169712 members 
Mstep: Class 21 contains 78748 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81860 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454112.000000 Penalty: 85743.609375
Iteration 451Q: 26 clusters Score -1.374541e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 130849 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54983 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137336 members 
Mstep: Class 9 contains 14659 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159143 members 
Mstep: Class 14 contains 93529 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33798 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169691 members 
Mstep: Class 21 contains 78751 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81857 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454176.000000 Penalty: 85743.609375
Iteration 452Q: 26 clusters Score -1.374542e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 130875 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 54994 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137333 members 
Mstep: Class 9 contains 14659 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159131 members 
Mstep: Class 14 contains 93528 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33798 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169668 members 
Mstep: Class 21 contains 78751 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81858 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454256.000000 Penalty: 85743.609375
Iteration 453Q: 26 clusters Score -1.374543e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 130895 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55003 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137332 members 
Mstep: Class 9 contains 14663 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159127 members 
Mstep: Class 14 contains 93525 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33798 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169643 members 
Mstep: Class 21 contains 78754 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81858 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454240.000000 Penalty: 85743.609375
Iteration 454Q: 26 clusters Score -1.374542e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 130908 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55011 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137332 members 
Mstep: Class 9 contains 14663 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159126 members 
Mstep: Class 14 contains 93526 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33794 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169630 members 
Mstep: Class 21 contains 78755 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81855 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454176.000000 Penalty: 85743.609375
Iteration 455Q: 26 clusters Score -1.374542e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 130932 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55018 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137331 members 
Mstep: Class 9 contains 14663 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159121 members 
Mstep: Class 14 contains 93529 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33793 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169608 members 
Mstep: Class 21 contains 78751 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81854 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454192.000000 Penalty: 85743.609375
Iteration 456Q: 26 clusters Score -1.374542e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 130965 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55021 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137333 members 
Mstep: Class 9 contains 14660 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159115 members 
Mstep: Class 14 contains 93527 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33792 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169590 members 
Mstep: Class 21 contains 78750 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81852 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454160.000000 Penalty: 85743.609375
Iteration 457Q: 26 clusters Score -1.374542e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 130992 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55030 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137335 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159110 members 
Mstep: Class 14 contains 93518 members 
Mstep: Class 15 contains 5275 members 
Mstep: Class 16 contains 33791 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169568 members 
Mstep: Class 21 contains 78752 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81852 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454176.000000 Penalty: 85743.609375
Iteration 458Q: 26 clusters Score -1.374542e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 131008 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55036 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137343 members 
Mstep: Class 9 contains 14654 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159101 members 
Mstep: Class 14 contains 93513 members 
Mstep: Class 15 contains 5274 members 
Mstep: Class 16 contains 33792 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169560 members 
Mstep: Class 21 contains 78752 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81849 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454080.000000 Penalty: 85743.609375
Iteration 459Q: 26 clusters Score -1.374541e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 131025 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4514 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55039 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137340 members 
Mstep: Class 9 contains 14652 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159105 members 
Mstep: Class 14 contains 93513 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33790 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169548 members 
Mstep: Class 21 contains 78751 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81844 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454032.000000 Penalty: 85743.609375
Iteration 460F: 26 clusters Score -1.37454e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 131044 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55044 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137342 members 
Mstep: Class 9 contains 14652 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159105 members 
Mstep: Class 14 contains 93509 members 
Mstep: Class 15 contains 5272 members 
Mstep: Class 16 contains 33787 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169531 members 
Mstep: Class 21 contains 78753 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81840 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454112.000000 Penalty: 85743.609375
Iteration 461Q: 26 clusters Score -1.374541e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 131074 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55051 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137348 members 
Mstep: Class 9 contains 14654 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159094 members 
Mstep: Class 14 contains 93503 members 
Mstep: Class 15 contains 5272 members 
Mstep: Class 16 contains 33782 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169512 members 
Mstep: Class 21 contains 78751 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81836 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454176.000000 Penalty: 85743.609375
Iteration 462Q: 26 clusters Score -1.374542e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 131091 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55059 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137349 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159079 members 
Mstep: Class 14 contains 93504 members 
Mstep: Class 15 contains 5271 members 
Mstep: Class 16 contains 33779 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169505 members 
Mstep: Class 21 contains 78749 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81835 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454192.000000 Penalty: 85743.609375
Iteration 463Q: 26 clusters Score -1.374542e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 131123 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55063 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137348 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159065 members 
Mstep: Class 14 contains 93501 members 
Mstep: Class 15 contains 5271 members 
Mstep: Class 16 contains 33776 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169494 members 
Mstep: Class 21 contains 78744 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81835 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454240.000000 Penalty: 85743.609375
Iteration 464Q: 26 clusters Score -1.374542e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 131154 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55065 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137347 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159060 members 
Mstep: Class 14 contains 93501 members 
Mstep: Class 15 contains 5271 members 
Mstep: Class 16 contains 33776 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169479 members 
Mstep: Class 21 contains 78740 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81830 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454176.000000 Penalty: 85743.609375
Iteration 465Q: 26 clusters Score -1.374542e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 131189 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55071 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137345 members 
Mstep: Class 9 contains 14659 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159050 members 
Mstep: Class 14 contains 93496 members 
Mstep: Class 15 contains 5270 members 
Mstep: Class 16 contains 33772 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169467 members 
Mstep: Class 21 contains 78739 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81823 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454320.000000 Penalty: 85743.609375
Iteration 466Q: 26 clusters Score -1.374543e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 131220 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55073 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137351 members 
Mstep: Class 9 contains 14659 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 159041 members 
Mstep: Class 14 contains 93490 members 
Mstep: Class 15 contains 5268 members 
Mstep: Class 16 contains 33769 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169453 members 
Mstep: Class 21 contains 78734 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81821 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454144.000000 Penalty: 85743.609375
Iteration 467Q: 26 clusters Score -1.374541e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 131247 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55078 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137350 members 
Mstep: Class 9 contains 14663 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 13 contains 159042 members 
Mstep: Class 14 contains 93487 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 33766 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169435 members 
Mstep: Class 21 contains 78727 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81815 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454176.000000 Penalty: 85743.609375
Iteration 468Q: 26 clusters Score -1.374542e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 131276 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55085 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137346 members 
Mstep: Class 9 contains 14664 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 159033 members 
Mstep: Class 14 contains 93483 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 33761 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169437 members 
Mstep: Class 21 contains 78717 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81811 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454128.000000 Penalty: 85743.609375
Iteration 469Q: 26 clusters Score -1.374541e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 131303 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55092 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137348 members 
Mstep: Class 9 contains 14661 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2912 members 
Mstep: Class 13 contains 159027 members 
Mstep: Class 14 contains 93479 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 33756 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169423 members 
Mstep: Class 21 contains 78714 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81804 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454144.000000 Penalty: 85743.609375
Iteration 470Q: 26 clusters Score -1.374541e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 131322 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55100 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137349 members 
Mstep: Class 9 contains 14663 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2911 members 
Mstep: Class 13 contains 159009 members 
Mstep: Class 14 contains 93474 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 33753 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169417 members 
Mstep: Class 21 contains 78717 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81804 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454112.000000 Penalty: 85743.609375
Iteration 471Q: 26 clusters Score -1.374541e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 131337 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55104 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137348 members 
Mstep: Class 9 contains 14661 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 158989 members 
Mstep: Class 14 contains 93470 members 
Mstep: Class 15 contains 5270 members 
Mstep: Class 16 contains 33746 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169439 members 
Mstep: Class 21 contains 78712 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81802 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454192.000000 Penalty: 85743.609375
Iteration 472Q: 26 clusters Score -1.374542e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 131353 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55106 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137347 members 
Mstep: Class 9 contains 14659 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 158972 members 
Mstep: Class 14 contains 93464 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 33739 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169451 members 
Mstep: Class 21 contains 78716 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81800 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454160.000000 Penalty: 85743.609375
Iteration 473Q: 26 clusters Score -1.374542e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 131374 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55109 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137343 members 
Mstep: Class 9 contains 14655 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 158963 members 
Mstep: Class 14 contains 93459 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 33733 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169457 members 
Mstep: Class 21 contains 78719 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81797 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454192.000000 Penalty: 85743.609375
Iteration 474Q: 26 clusters Score -1.374542e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 131408 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55113 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137344 members 
Mstep: Class 9 contains 14650 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 158944 members 
Mstep: Class 14 contains 93459 members 
Mstep: Class 15 contains 5268 members 
Mstep: Class 16 contains 33729 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169447 members 
Mstep: Class 21 contains 78723 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81796 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454176.000000 Penalty: 85743.609375
Iteration 475Q: 26 clusters Score -1.374542e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 131432 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55116 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137343 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 158918 members 
Mstep: Class 14 contains 93453 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33727 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169460 members 
Mstep: Class 21 contains 78723 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81795 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454224.000000 Penalty: 85743.609375
Iteration 476Q: 26 clusters Score -1.374542e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 131454 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55115 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137344 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 158909 members 
Mstep: Class 14 contains 93451 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33728 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169445 members 
Mstep: Class 21 contains 78722 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81794 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454352.000000 Penalty: 85743.609375
Iteration 477Q: 26 clusters Score -1.374544e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 131499 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55112 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137338 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 158895 members 
Mstep: Class 14 contains 93449 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33723 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169432 members 
Mstep: Class 21 contains 78719 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81794 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454384.000000 Penalty: 85743.609375
Iteration 478Q: 26 clusters Score -1.374544e+08 nChanged 160
Entering ConstructFrom: 
Score: -137454384.000000 Penalty: 85743.609375
Entering ConstructFrom: 
Trying to split cluster 1 (36082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Entering Unmasked Estep 
Score: -5029811.000000 Penalty: 2602.400146
	Iteration 0F: 2 clusters Score -5029811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -5005394.000000 Penalty: 5204.800293
	Iteration 0F: 3 clusters Score -5005394 nChanged 16292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -5014237.000000 Penalty: 5204.800293
	Iteration 1F: 3 clusters Score -5014237 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5014682.500000 Penalty: 5204.800293
	Iteration 2Q: 3 clusters Score -5014682 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -5015088.000000 Penalty: 5204.800293
	Iteration 3Q: 3 clusters Score -5015088 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5015504.500000 Penalty: 5204.800293
	Iteration 4Q: 3 clusters Score -5015504 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -5015997.000000 Penalty: 5204.800293
	Iteration 5Q: 3 clusters Score -5015997 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5016671.500000 Penalty: 5204.800293
	Iteration 6Q: 3 clusters Score -5016672 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5017747.000000 Penalty: 5204.800293
	Iteration 7F: 3 clusters Score -5017747 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -5019259.000000 Penalty: 5204.800293
	Iteration 8F: 3 clusters Score -5019259 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -5021172.000000 Penalty: 5204.800293
	Iteration 9F: 3 clusters Score -5021172 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -5023106.500000 Penalty: 5204.800293
	Iteration 10F: 3 clusters Score -5023106 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -5024659.000000 Penalty: 5204.800293
	Iteration 11F: 3 clusters Score -5024659 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -5025782.500000 Penalty: 5204.800293
	Iteration 12Q: 3 clusters Score -5025782 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -5026459.500000 Penalty: 5204.800293
	Iteration 13Q: 3 clusters Score -5026460 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -5026869.000000 Penalty: 5204.800293
	Iteration 14Q: 3 clusters Score -5026869 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -5027129.000000 Penalty: 5204.800293
	Iteration 15Q: 3 clusters Score -5027129 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -5027256.500000 Penalty: 5204.800293
	Iteration 16Q: 3 clusters Score -5027256 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -5027359.500000 Penalty: 5204.800293
	Iteration 17Q: 3 clusters Score -5027360 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -5027440.500000 Penalty: 5204.800293
	Iteration 18Q: 3 clusters Score -5027440 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -5027499.500000 Penalty: 5204.800293
	Iteration 19Q: 3 clusters Score -5027500 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -5027537.000000 Penalty: 5204.800293
	Iteration 20F: 3 clusters Score -5027537 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -5027574.000000 Penalty: 5204.800293
	Iteration 21Q: 3 clusters Score -5027574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -5027602.500000 Penalty: 5204.800293
	Iteration 22Q: 3 clusters Score -5027602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -5027618.000000 Penalty: 5204.800293
	Iteration 23Q: 3 clusters Score -5027618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -5027634.000000 Penalty: 5204.800293
	Iteration 24Q: 3 clusters Score -5027634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -5027664.500000 Penalty: 5204.800293
	Iteration 25Q: 3 clusters Score -5027664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -5027671.000000 Penalty: 5204.800293
	Iteration 26Q: 3 clusters Score -5027671 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -5027694.500000 Penalty: 5204.800293
	Iteration 27Q: 3 clusters Score -5027694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5027694.000000 Penalty: 5204.800293
	Iteration 28Q: 3 clusters Score -5027694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -5027697.000000 Penalty: 5204.800293
	Iteration 29Q: 3 clusters Score -5027697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -5027716.000000 Penalty: 5204.800293
	Iteration 30Q: 3 clusters Score -5027716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -5027719.500000 Penalty: 5204.800293
	Iteration 31Q: 3 clusters Score -5027720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -5027725.500000 Penalty: 5204.800293
	Iteration 32Q: 3 clusters Score -5027726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -5027725.000000 Penalty: 5204.800293
	Iteration 33Q: 3 clusters Score -5027725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -5027732.000000 Penalty: 5204.800293
	Iteration 34Q: 3 clusters Score -5027732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -5027733.000000 Penalty: 5204.800293
	Iteration 35Q: 3 clusters Score -5027733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -5027745.500000 Penalty: 5204.800293
	Iteration 36Q: 3 clusters Score -5027746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -5027743.500000 Penalty: 5204.800293
	Iteration 37Q: 3 clusters Score -5027744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -5027748.000000 Penalty: 5204.800293
	Iteration 38Q: 3 clusters Score -5027748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -5027755.000000 Penalty: 5204.800293
	Iteration 39Q: 3 clusters Score -5027755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -5027761.500000 Penalty: 5204.800293
	Iteration 40F: 3 clusters Score -5027762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5027759.500000 Penalty: 5204.800293
	Iteration 41Q: 3 clusters Score -5027760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -5027757.500000 Penalty: 5204.800293
	Iteration 42Q: 3 clusters Score -5027758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -5027762.500000 Penalty: 5204.800293
	Iteration 43Q: 3 clusters Score -5027762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -5027765.500000 Penalty: 5204.800293
	Iteration 44Q: 3 clusters Score -5027766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -5027767.500000 Penalty: 5204.800293
	Iteration 45Q: 3 clusters Score -5027768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -5027763.000000 Penalty: 5204.800293
	Iteration 46Q: 3 clusters Score -5027763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -5027769.500000 Penalty: 5204.800293
	Iteration 47Q: 3 clusters Score -5027770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -5027765.000000 Penalty: 5204.800293
	Iteration 48Q: 3 clusters Score -5027765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -5027762.000000 Penalty: 5204.800293
	Iteration 49Q: 3 clusters Score -5027762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -5027762.500000 Penalty: 5204.800293
	Iteration 50Q: 3 clusters Score -5027762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -5027764.500000 Penalty: 5204.800293
	Iteration 51Q: 3 clusters Score -5027764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -5027766.000000 Penalty: 5204.800293
	Iteration 52Q: 3 clusters Score -5027766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -5027766.000000 Penalty: 5204.800293
	Iteration 53F: 3 clusters Score -5027766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (131533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131533 members 
Entering Unmasked Estep 
Score: -18118560.000000 Penalty: 2923.179199
	Iteration 0F: 2 clusters Score -1.811856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -18030600.000000 Penalty: 5846.358398
	Iteration 0F: 3 clusters Score -1.80306e+07 nChanged 62734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -18066924.000000 Penalty: 5846.358398
	Iteration 1F: 3 clusters Score -1.806692e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -18068204.000000 Penalty: 5846.358398
	Iteration 2Q: 3 clusters Score -1.80682e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -18069766.000000 Penalty: 5846.358398
	Iteration 3Q: 3 clusters Score -1.806977e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -18071980.000000 Penalty: 5846.358398
	Iteration 4Q: 3 clusters Score -1.807198e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -18074864.000000 Penalty: 5846.358398
	Iteration 5F: 3 clusters Score -1.807486e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -18078912.000000 Penalty: 5846.358398
	Iteration 6F: 3 clusters Score -1.807891e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88777 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -18084186.000000 Penalty: 5846.358398
	Iteration 7F: 3 clusters Score -1.808419e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -18090862.000000 Penalty: 5846.358398
	Iteration 8F: 3 clusters Score -1.809086e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102434 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -18097842.000000 Penalty: 5846.358398
	Iteration 9F: 3 clusters Score -1.809784e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107710 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -18103492.000000 Penalty: 5846.358398
	Iteration 10Q: 3 clusters Score -1.810349e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111338 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -18107054.000000 Penalty: 5846.358398
	Iteration 11Q: 3 clusters Score -1.810705e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113938 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -18108994.000000 Penalty: 5846.358398
	Iteration 12Q: 3 clusters Score -1.810899e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116131 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -18110272.000000 Penalty: 5846.358398
	Iteration 13Q: 3 clusters Score -1.811027e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118071 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -18111242.000000 Penalty: 5846.358398
	Iteration 14Q: 3 clusters Score -1.811124e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119798 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -18112144.000000 Penalty: 5846.358398
	Iteration 15Q: 3 clusters Score -1.811214e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121331 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -18113050.000000 Penalty: 5846.358398
	Iteration 16Q: 3 clusters Score -1.811305e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122713 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -18113828.000000 Penalty: 5846.358398
	Iteration 17Q: 3 clusters Score -1.811383e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123846 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -18114360.000000 Penalty: 5846.358398
	Iteration 18Q: 3 clusters Score -1.811436e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124751 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -18114724.000000 Penalty: 5846.358398
	Iteration 19Q: 3 clusters Score -1.811472e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125529 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -18115142.000000 Penalty: 5846.358398
	Iteration 20F: 3 clusters Score -1.811514e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126190 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -18115522.000000 Penalty: 5846.358398
	Iteration 21Q: 3 clusters Score -1.811552e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126758 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -18115748.000000 Penalty: 5846.358398
	Iteration 22Q: 3 clusters Score -1.811575e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127168 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -18115960.000000 Penalty: 5846.358398
	Iteration 23Q: 3 clusters Score -1.811596e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127520 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -18116174.000000 Penalty: 5846.358398
	Iteration 24Q: 3 clusters Score -1.811617e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127821 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -18116278.000000 Penalty: 5846.358398
	Iteration 25Q: 3 clusters Score -1.811628e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128050 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -18116348.000000 Penalty: 5846.358398
	Iteration 26Q: 3 clusters Score -1.811635e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128250 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -18116448.000000 Penalty: 5846.358398
	Iteration 27Q: 3 clusters Score -1.811645e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128418 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -18116516.000000 Penalty: 5846.358398
	Iteration 28Q: 3 clusters Score -1.811652e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128536 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -18116574.000000 Penalty: 5846.358398
	Iteration 29Q: 3 clusters Score -1.811657e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128644 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -18116600.000000 Penalty: 5846.358398
	Iteration 30Q: 3 clusters Score -1.81166e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128728 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -18116626.000000 Penalty: 5846.358398
	Iteration 31Q: 3 clusters Score -1.811663e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128806 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -18116676.000000 Penalty: 5846.358398
	Iteration 32Q: 3 clusters Score -1.811668e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -18116684.000000 Penalty: 5846.358398
	Iteration 33Q: 3 clusters Score -1.811668e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128927 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -18116682.000000 Penalty: 5846.358398
	Iteration 34Q: 3 clusters Score -1.811668e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -18116682.000000 Penalty: 5846.358398
	Iteration 35Q: 3 clusters Score -1.811668e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -18116706.000000 Penalty: 5846.358398
	Iteration 36Q: 3 clusters Score -1.811671e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129046 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -18116720.000000 Penalty: 5846.358398
	Iteration 37Q: 3 clusters Score -1.811672e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -18116726.000000 Penalty: 5846.358398
	Iteration 38Q: 3 clusters Score -1.811673e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129116 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -18116738.000000 Penalty: 5846.358398
	Iteration 39Q: 3 clusters Score -1.811674e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129158 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -18116744.000000 Penalty: 5846.358398
	Iteration 40F: 3 clusters Score -1.811674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129187 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -18116740.000000 Penalty: 5846.358398
	Iteration 41Q: 3 clusters Score -1.811674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -18116762.000000 Penalty: 5846.358398
	Iteration 42Q: 3 clusters Score -1.811676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129230 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -18116750.000000 Penalty: 5846.358398
	Iteration 43Q: 3 clusters Score -1.811675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129255 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -18116744.000000 Penalty: 5846.358398
	Iteration 44Q: 3 clusters Score -1.811674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129285 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -18116752.000000 Penalty: 5846.358398
	Iteration 45Q: 3 clusters Score -1.811675e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129309 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -18116766.000000 Penalty: 5846.358398
	Iteration 46Q: 3 clusters Score -1.811677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129338 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -18116774.000000 Penalty: 5846.358398
	Iteration 47Q: 3 clusters Score -1.811677e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129363 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -18116796.000000 Penalty: 5846.358398
	Iteration 48Q: 3 clusters Score -1.81168e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129393 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -18116816.000000 Penalty: 5846.358398
	Iteration 49Q: 3 clusters Score -1.811682e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129420 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -18116824.000000 Penalty: 5846.358398
	Iteration 50Q: 3 clusters Score -1.811682e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129447 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -18116842.000000 Penalty: 5846.358398
	Iteration 51Q: 3 clusters Score -1.811684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129466 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -18116848.000000 Penalty: 5846.358398
	Iteration 52Q: 3 clusters Score -1.811685e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129478 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -18116846.000000 Penalty: 5846.358398
	Iteration 53Q: 3 clusters Score -1.811685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129493 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -18116854.000000 Penalty: 5846.358398
	Iteration 54Q: 3 clusters Score -1.811685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129506 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -18116866.000000 Penalty: 5846.358398
	Iteration 55Q: 3 clusters Score -1.811687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129518 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -18116840.000000 Penalty: 5846.358398
	Iteration 56Q: 3 clusters Score -1.811684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129531 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -18116852.000000 Penalty: 5846.358398
	Iteration 57Q: 3 clusters Score -1.811685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129536 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -18116834.000000 Penalty: 5846.358398
	Iteration 58Q: 3 clusters Score -1.811683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129539 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -18116848.000000 Penalty: 5846.358398
	Iteration 59Q: 3 clusters Score -1.811685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129549 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -18116854.000000 Penalty: 5846.358398
	Iteration 60F: 3 clusters Score -1.811685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129555 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -18116848.000000 Penalty: 5846.358398
	Iteration 61Q: 3 clusters Score -1.811685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129558 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -18116850.000000 Penalty: 5846.358398
	Iteration 62Q: 3 clusters Score -1.811685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129563 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -18116866.000000 Penalty: 5846.358398
	Iteration 63Q: 3 clusters Score -1.811687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129575 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -18116872.000000 Penalty: 5846.358398
	Iteration 64Q: 3 clusters Score -1.811687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129582 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -18116862.000000 Penalty: 5846.358398
	Iteration 65Q: 3 clusters Score -1.811686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129585 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -18116870.000000 Penalty: 5846.358398
	Iteration 66Q: 3 clusters Score -1.811687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129590 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -18116886.000000 Penalty: 5846.358398
	Iteration 67Q: 3 clusters Score -1.811689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129595 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -18116890.000000 Penalty: 5846.358398
	Iteration 68Q: 3 clusters Score -1.811689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129600 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -18116878.000000 Penalty: 5846.358398
	Iteration 69Q: 3 clusters Score -1.811688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129599 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -18116878.000000 Penalty: 5846.358398
	Iteration 70Q: 3 clusters Score -1.811688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129600 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -18116870.000000 Penalty: 5846.358398
	Iteration 71Q: 3 clusters Score -1.811687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129603 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -18116876.000000 Penalty: 5846.358398
	Iteration 72Q: 3 clusters Score -1.811688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -18116894.000000 Penalty: 5846.358398
	Iteration 73Q: 3 clusters Score -1.811689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129610 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -18116890.000000 Penalty: 5846.358398
	Iteration 74Q: 3 clusters Score -1.811689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129612 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -18116880.000000 Penalty: 5846.358398
	Iteration 75Q: 3 clusters Score -1.811688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129614 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -18116886.000000 Penalty: 5846.358398
	Iteration 76Q: 3 clusters Score -1.811689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129618 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -18116892.000000 Penalty: 5846.358398
	Iteration 77Q: 3 clusters Score -1.811689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129618 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -18116890.000000 Penalty: 5846.358398
	Iteration 78Q: 3 clusters Score -1.811689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129616 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -18116894.000000 Penalty: 5846.358398
	Iteration 79Q: 3 clusters Score -1.811689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129615 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -18116898.000000 Penalty: 5846.358398
	Iteration 80F: 3 clusters Score -1.81169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129613 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -18116906.000000 Penalty: 5846.358398
	Iteration 81Q: 3 clusters Score -1.811691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129613 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -18116892.000000 Penalty: 5846.358398
	Iteration 82Q: 3 clusters Score -1.811689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129616 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -18116900.000000 Penalty: 5846.358398
	Iteration 83Q: 3 clusters Score -1.81169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129621 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -18116890.000000 Penalty: 5846.358398
	Iteration 84Q: 3 clusters Score -1.811689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129622 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -18116902.000000 Penalty: 5846.358398
	Iteration 85Q: 3 clusters Score -1.81169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129622 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -18116902.000000 Penalty: 5846.358398
	Iteration 86F: 3 clusters Score -1.81169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -102035.789062 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -102035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -100220.695312 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -100220.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100533.015625 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -100533 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100698.468750 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -100698.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100956.125000 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -100956.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -101182.085938 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -101182.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101289.007812 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -101289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101360.539062 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -101360.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101420.343750 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -101420.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -101471.992188 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -101472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101523.796875 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -101523.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101564.335938 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -101564.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101602.851562 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -101602.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101630.117188 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -101630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101641.640625 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -101641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101643.953125 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -101644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101645.703125 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -101645.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101645.703125 Penalty: 3343.883545
	Iteration 16F: 3 clusters Score -101645.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -596660.375000 Penalty: 2087.069824
	Iteration 0F: 2 clusters Score -596660.4 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 2318 members 
Entering Unmasked Estep 
Score: -592491.125000 Penalty: 4174.139648
	Iteration 0F: 3 clusters Score -592491.1 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -593479.625000 Penalty: 4174.139648
	Iteration 1F: 3 clusters Score -593479.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -593796.375000 Penalty: 4174.139648
	Iteration 2F: 3 clusters Score -593796.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -594065.187500 Penalty: 4174.139648
	Iteration 3F: 3 clusters Score -594065.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -594269.875000 Penalty: 4174.139648
	Iteration 4F: 3 clusters Score -594269.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -594440.937500 Penalty: 4174.139648
	Iteration 5Q: 3 clusters Score -594440.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -594581.312500 Penalty: 4174.139648
	Iteration 6Q: 3 clusters Score -594581.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -594686.500000 Penalty: 4174.139648
	Iteration 7Q: 3 clusters Score -594686.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -594784.437500 Penalty: 4174.139648
	Iteration 8Q: 3 clusters Score -594784.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -594860.312500 Penalty: 4174.139648
	Iteration 9Q: 3 clusters Score -594860.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -594916.000000 Penalty: 4174.139648
	Iteration 10Q: 3 clusters Score -594916 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -594959.875000 Penalty: 4174.139648
	Iteration 11Q: 3 clusters Score -594959.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -595005.375000 Penalty: 4174.139648
	Iteration 12Q: 3 clusters Score -595005.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -595050.812500 Penalty: 4174.139648
	Iteration 13Q: 3 clusters Score -595050.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -595089.812500 Penalty: 4174.139648
	Iteration 14Q: 3 clusters Score -595089.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -595110.250000 Penalty: 4174.139648
	Iteration 15Q: 3 clusters Score -595110.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -595125.437500 Penalty: 4174.139648
	Iteration 16Q: 3 clusters Score -595125.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -595143.375000 Penalty: 4174.139648
	Iteration 17Q: 3 clusters Score -595143.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -595158.687500 Penalty: 4174.139648
	Iteration 18Q: 3 clusters Score -595158.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -595172.750000 Penalty: 4174.139648
	Iteration 19Q: 3 clusters Score -595172.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -595181.187500 Penalty: 4174.139648
	Iteration 20F: 3 clusters Score -595181.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -595188.375000 Penalty: 4174.139648
	Iteration 21Q: 3 clusters Score -595188.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -595194.750000 Penalty: 4174.139648
	Iteration 22Q: 3 clusters Score -595194.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -595199.437500 Penalty: 4174.139648
	Iteration 23Q: 3 clusters Score -595199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -595199.625000 Penalty: 4174.139648
	Iteration 24Q: 3 clusters Score -595199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -595199.625000 Penalty: 4174.139648
	Iteration 25Q: 3 clusters Score -595199.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -595199.625000 Penalty: 4174.139648
	Iteration 26F: 3 clusters Score -595199.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -66400.015625 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -66400.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64837.820312 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -64837.82 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65142.378906 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -65142.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65241.609375 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -65241.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65276.828125 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -65276.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65324.003906 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -65324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65357.718750 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -65357.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65387.375000 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -65387.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65406.035156 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -65406.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65414.656250 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -65414.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65427.164062 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -65427.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65428.343750 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -65428.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65428.343750 Penalty: 3116.004150
	Iteration 11F: 3 clusters Score -65428.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Entering Unmasked Estep 
Score: -7431269.500000 Penalty: 2707.464355
	Iteration 0F: 2 clusters Score -7431270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -7394260.000000 Penalty: 5414.928711
	Iteration 0F: 3 clusters Score -7394260 nChanged 25446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -7408222.500000 Penalty: 5414.928711
	Iteration 1F: 3 clusters Score -7408222 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -7408739.500000 Penalty: 5414.928711
	Iteration 2Q: 3 clusters Score -7408740 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -7409217.000000 Penalty: 5414.928711
	Iteration 3Q: 3 clusters Score -7409217 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -7409731.000000 Penalty: 5414.928711
	Iteration 4Q: 3 clusters Score -7409731 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -7410370.500000 Penalty: 5414.928711
	Iteration 5Q: 3 clusters Score -7410370 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -7411223.500000 Penalty: 5414.928711
	Iteration 6Q: 3 clusters Score -7411224 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -7412653.500000 Penalty: 5414.928711
	Iteration 7Q: 3 clusters Score -7412654 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -7414781.000000 Penalty: 5414.928711
	Iteration 8F: 3 clusters Score -7414781 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -7417949.500000 Penalty: 5414.928711
	Iteration 9F: 3 clusters Score -7417950 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -7421800.500000 Penalty: 5414.928711
	Iteration 10F: 3 clusters Score -7421800 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -7425354.000000 Penalty: 5414.928711
	Iteration 11F: 3 clusters Score -7425354 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7427460.500000 Penalty: 5414.928711
	Iteration 12Q: 3 clusters Score -7427460 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7428309.000000 Penalty: 5414.928711
	Iteration 13Q: 3 clusters Score -7428309 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7428660.000000 Penalty: 5414.928711
	Iteration 14Q: 3 clusters Score -7428660 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7428792.500000 Penalty: 5414.928711
	Iteration 15Q: 3 clusters Score -7428792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7428869.500000 Penalty: 5414.928711
	Iteration 16Q: 3 clusters Score -7428870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7428908.500000 Penalty: 5414.928711
	Iteration 17Q: 3 clusters Score -7428908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7428941.000000 Penalty: 5414.928711
	Iteration 18Q: 3 clusters Score -7428941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7428960.000000 Penalty: 5414.928711
	Iteration 19Q: 3 clusters Score -7428960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7428975.500000 Penalty: 5414.928711
	Iteration 20F: 3 clusters Score -7428976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7428988.000000 Penalty: 5414.928711
	Iteration 21Q: 3 clusters Score -7428988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7428999.000000 Penalty: 5414.928711
	Iteration 22Q: 3 clusters Score -7428999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7428997.500000 Penalty: 5414.928711
	Iteration 23Q: 3 clusters Score -7428998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7429013.500000 Penalty: 5414.928711
	Iteration 24Q: 3 clusters Score -7429014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7429014.000000 Penalty: 5414.928711
	Iteration 25Q: 3 clusters Score -7429014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7429019.000000 Penalty: 5414.928711
	Iteration 26Q: 3 clusters Score -7429019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7429012.500000 Penalty: 5414.928711
	Iteration 27Q: 3 clusters Score -7429012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7429012.500000 Penalty: 5414.928711
	Iteration 28F: 3 clusters Score -7429012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -159169.046875 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -159169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -157001.906250 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -157001.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -157411.343750 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -157411.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157637.984375 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -157638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -157830.437500 Penalty: 3538.114746
	Iteration 3F: 3 clusters Score -157830.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157974.703125 Penalty: 3538.114746
	Iteration 4F: 3 clusters Score -157974.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -158104.328125 Penalty: 3538.114746
	Iteration 5F: 3 clusters Score -158104.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -158207.828125 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -158207.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -158301.031250 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -158301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -158389.656250 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -158389.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -158420.953125 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -158421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -158445.234375 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -158445.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -158462.812500 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -158462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -158470.984375 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -158471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -158472.718750 Penalty: 3538.114746
	Iteration 13Q: 3 clusters Score -158472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -158474.828125 Penalty: 3538.114746
	Iteration 14Q: 3 clusters Score -158474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -158475.937500 Penalty: 3538.114746
	Iteration 15Q: 3 clusters Score -158475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -158476.281250 Penalty: 3538.114746
	Iteration 16Q: 3 clusters Score -158476.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -158476.281250 Penalty: 3538.114746
	Iteration 17F: 3 clusters Score -158476.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (137336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137336 members 
Entering Unmasked Estep 
Score: -18961302.000000 Penalty: 2933.885986
	Iteration 0F: 2 clusters Score -1.89613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -18869644.000000 Penalty: 5867.771973
	Iteration 0F: 3 clusters Score -1.886964e+07 nChanged 65533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -18907400.000000 Penalty: 5867.771973
	Iteration 1F: 3 clusters Score -1.89074e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -18908414.000000 Penalty: 5867.771973
	Iteration 2Q: 3 clusters Score -1.890841e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 74821 members 
Entering Unmasked Estep 
Score: -18909642.000000 Penalty: 5867.771973
	Iteration 3Q: 3 clusters Score -1.890964e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -18911466.000000 Penalty: 5867.771973
	Iteration 4Q: 3 clusters Score -1.891147e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 83096 members 
Entering Unmasked Estep 
Score: -18914294.000000 Penalty: 5867.771973
	Iteration 5Q: 3 clusters Score -1.891429e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 90087 members 
Entering Unmasked Estep 
Score: -18918766.000000 Penalty: 5867.771973
	Iteration 6F: 3 clusters Score -1.891877e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 99239 members 
Entering Unmasked Estep 
Score: -18925844.000000 Penalty: 5867.771973
	Iteration 7F: 3 clusters Score -1.892584e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -18935148.000000 Penalty: 5867.771973
	Iteration 8F: 3 clusters Score -1.893515e+07 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 119601 members 
Entering Unmasked Estep 
Score: -18944750.000000 Penalty: 5867.771973
	Iteration 9F: 3 clusters Score -1.894475e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 126502 members 
Entering Unmasked Estep 
Score: -18951482.000000 Penalty: 5867.771973
	Iteration 10F: 3 clusters Score -1.895148e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 130182 members 
Entering Unmasked Estep 
Score: -18955368.000000 Penalty: 5867.771973
	Iteration 11Q: 3 clusters Score -1.895537e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 131951 members 
Entering Unmasked Estep 
Score: -18957162.000000 Penalty: 5867.771973
	Iteration 12Q: 3 clusters Score -1.895716e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 132808 members 
Entering Unmasked Estep 
Score: -18957944.000000 Penalty: 5867.771973
	Iteration 13Q: 3 clusters Score -1.895794e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 133307 members 
Entering Unmasked Estep 
Score: -18958416.000000 Penalty: 5867.771973
	Iteration 14Q: 3 clusters Score -1.895842e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 133686 members 
Entering Unmasked Estep 
Score: -18958652.000000 Penalty: 5867.771973
	Iteration 15Q: 3 clusters Score -1.895865e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 133970 members 
Entering Unmasked Estep 
Score: -18958802.000000 Penalty: 5867.771973
	Iteration 16Q: 3 clusters Score -1.89588e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 134179 members 
Entering Unmasked Estep 
Score: -18958886.000000 Penalty: 5867.771973
	Iteration 17Q: 3 clusters Score -1.895889e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 134341 members 
Entering Unmasked Estep 
Score: -18958936.000000 Penalty: 5867.771973
	Iteration 18Q: 3 clusters Score -1.895894e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 134471 members 
Entering Unmasked Estep 
Score: -18959008.000000 Penalty: 5867.771973
	Iteration 19Q: 3 clusters Score -1.895901e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 134579 members 
Entering Unmasked Estep 
Score: -18959038.000000 Penalty: 5867.771973
	Iteration 20F: 3 clusters Score -1.895904e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 134667 members 
Entering Unmasked Estep 
Score: -18959082.000000 Penalty: 5867.771973
	Iteration 21Q: 3 clusters Score -1.895908e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 134741 members 
Entering Unmasked Estep 
Score: -18959074.000000 Penalty: 5867.771973
	Iteration 22Q: 3 clusters Score -1.895907e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 134800 members 
Entering Unmasked Estep 
Score: -18959084.000000 Penalty: 5867.771973
	Iteration 23Q: 3 clusters Score -1.895908e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 134854 members 
Entering Unmasked Estep 
Score: -18959120.000000 Penalty: 5867.771973
	Iteration 24Q: 3 clusters Score -1.895912e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 134895 members 
Entering Unmasked Estep 
Score: -18959134.000000 Penalty: 5867.771973
	Iteration 25Q: 3 clusters Score -1.895913e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 134936 members 
Entering Unmasked Estep 
Score: -18959140.000000 Penalty: 5867.771973
	Iteration 26Q: 3 clusters Score -1.895914e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 134978 members 
Entering Unmasked Estep 
Score: -18959130.000000 Penalty: 5867.771973
	Iteration 27Q: 3 clusters Score -1.895913e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 135017 members 
Entering Unmasked Estep 
Score: -18959154.000000 Penalty: 5867.771973
	Iteration 28Q: 3 clusters Score -1.895915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 135044 members 
Entering Unmasked Estep 
Score: -18959138.000000 Penalty: 5867.771973
	Iteration 29Q: 3 clusters Score -1.895914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 135068 members 
Entering Unmasked Estep 
Score: -18959140.000000 Penalty: 5867.771973
	Iteration 30Q: 3 clusters Score -1.895914e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 135094 members 
Entering Unmasked Estep 
Score: -18959120.000000 Penalty: 5867.771973
	Iteration 31Q: 3 clusters Score -1.895912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 135113 members 
Entering Unmasked Estep 
Score: -18959150.000000 Penalty: 5867.771973
	Iteration 32Q: 3 clusters Score -1.895915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 135136 members 
Entering Unmasked Estep 
Score: -18959166.000000 Penalty: 5867.771973
	Iteration 33Q: 3 clusters Score -1.895917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 135155 members 
Entering Unmasked Estep 
Score: -18959158.000000 Penalty: 5867.771973
	Iteration 34Q: 3 clusters Score -1.895916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 135173 members 
Entering Unmasked Estep 
Score: -18959168.000000 Penalty: 5867.771973
	Iteration 35Q: 3 clusters Score -1.895917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 135187 members 
Entering Unmasked Estep 
Score: -18959184.000000 Penalty: 5867.771973
	Iteration 36Q: 3 clusters Score -1.895918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 135203 members 
Entering Unmasked Estep 
Score: -18959172.000000 Penalty: 5867.771973
	Iteration 37Q: 3 clusters Score -1.895917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 135218 members 
Entering Unmasked Estep 
Score: -18959176.000000 Penalty: 5867.771973
	Iteration 38Q: 3 clusters Score -1.895918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 135228 members 
Entering Unmasked Estep 
Score: -18959190.000000 Penalty: 5867.771973
	Iteration 39Q: 3 clusters Score -1.895919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 135234 members 
Entering Unmasked Estep 
Score: -18959194.000000 Penalty: 5867.771973
	Iteration 40F: 3 clusters Score -1.895919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 135240 members 
Entering Unmasked Estep 
Score: -18959198.000000 Penalty: 5867.771973
	Iteration 41Q: 3 clusters Score -1.89592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 135246 members 
Entering Unmasked Estep 
Score: -18959196.000000 Penalty: 5867.771973
	Iteration 42Q: 3 clusters Score -1.89592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 135253 members 
Entering Unmasked Estep 
Score: -18959214.000000 Penalty: 5867.771973
	Iteration 43Q: 3 clusters Score -1.895921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 135265 members 
Entering Unmasked Estep 
Score: -18959200.000000 Penalty: 5867.771973
	Iteration 44Q: 3 clusters Score -1.89592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 135278 members 
Entering Unmasked Estep 
Score: -18959208.000000 Penalty: 5867.771973
	Iteration 45Q: 3 clusters Score -1.895921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 135290 members 
Entering Unmasked Estep 
Score: -18959208.000000 Penalty: 5867.771973
	Iteration 46Q: 3 clusters Score -1.895921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 135299 members 
Entering Unmasked Estep 
Score: -18959210.000000 Penalty: 5867.771973
	Iteration 47Q: 3 clusters Score -1.895921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 135310 members 
Entering Unmasked Estep 
Score: -18959222.000000 Penalty: 5867.771973
	Iteration 48Q: 3 clusters Score -1.895922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 135317 members 
Entering Unmasked Estep 
Score: -18959236.000000 Penalty: 5867.771973
	Iteration 49Q: 3 clusters Score -1.895924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 135324 members 
Entering Unmasked Estep 
Score: -18959238.000000 Penalty: 5867.771973
	Iteration 50Q: 3 clusters Score -1.895924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 135328 members 
Entering Unmasked Estep 
Score: -18959234.000000 Penalty: 5867.771973
	Iteration 51Q: 3 clusters Score -1.895923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 135330 members 
Entering Unmasked Estep 
Score: -18959240.000000 Penalty: 5867.771973
	Iteration 52Q: 3 clusters Score -1.895924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 135330 members 
Entering Unmasked Estep 
Score: -18959240.000000 Penalty: 5867.771973
	Iteration 53F: 3 clusters Score -1.895924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Entering Unmasked Estep 
Score: -2042129.500000 Penalty: 2378.796875
	Iteration 0F: 2 clusters Score -2042130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2031542.125000 Penalty: 4757.593750
	Iteration 0F: 3 clusters Score -2031542 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2034757.500000 Penalty: 4757.593750
	Iteration 1F: 3 clusters Score -2034758 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2035061.625000 Penalty: 4757.593750
	Iteration 2F: 3 clusters Score -2035062 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2035301.250000 Penalty: 4757.593750
	Iteration 3Q: 3 clusters Score -2035301 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2035477.375000 Penalty: 4757.593750
	Iteration 4Q: 3 clusters Score -2035477 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2035636.000000 Penalty: 4757.593750
	Iteration 5Q: 3 clusters Score -2035636 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2035773.750000 Penalty: 4757.593750
	Iteration 6Q: 3 clusters Score -2035774 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2035870.750000 Penalty: 4757.593750
	Iteration 7Q: 3 clusters Score -2035871 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2035969.625000 Penalty: 4757.593750
	Iteration 8Q: 3 clusters Score -2035970 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2036109.875000 Penalty: 4757.593750
	Iteration 9Q: 3 clusters Score -2036110 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2036282.625000 Penalty: 4757.593750
	Iteration 10Q: 3 clusters Score -2036283 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2036488.000000 Penalty: 4757.593750
	Iteration 11Q: 3 clusters Score -2036488 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2036744.625000 Penalty: 4757.593750
	Iteration 12Q: 3 clusters Score -2036745 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2037103.375000 Penalty: 4757.593750
	Iteration 13Q: 3 clusters Score -2037103 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2037582.375000 Penalty: 4757.593750
	Iteration 14Q: 3 clusters Score -2037582 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2038152.125000 Penalty: 4757.593750
	Iteration 15F: 3 clusters Score -2038152 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2038731.750000 Penalty: 4757.593750
	Iteration 16Q: 3 clusters Score -2038732 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2039225.500000 Penalty: 4757.593750
	Iteration 17Q: 3 clusters Score -2039226 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2039585.625000 Penalty: 4757.593750
	Iteration 18Q: 3 clusters Score -2039586 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2039855.125000 Penalty: 4757.593750
	Iteration 19Q: 3 clusters Score -2039855 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2040029.625000 Penalty: 4757.593750
	Iteration 20F: 3 clusters Score -2040030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2040115.750000 Penalty: 4757.593750
	Iteration 21Q: 3 clusters Score -2040116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2040161.375000 Penalty: 4757.593750
	Iteration 22Q: 3 clusters Score -2040161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2040200.875000 Penalty: 4757.593750
	Iteration 23Q: 3 clusters Score -2040201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2040223.875000 Penalty: 4757.593750
	Iteration 24Q: 3 clusters Score -2040224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2040240.875000 Penalty: 4757.593750
	Iteration 25Q: 3 clusters Score -2040241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2040252.125000 Penalty: 4757.593750
	Iteration 26Q: 3 clusters Score -2040252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2040256.750000 Penalty: 4757.593750
	Iteration 27Q: 3 clusters Score -2040257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2040272.500000 Penalty: 4757.593750
	Iteration 28Q: 3 clusters Score -2040272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2040283.875000 Penalty: 4757.593750
	Iteration 29Q: 3 clusters Score -2040284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2040293.375000 Penalty: 4757.593750
	Iteration 30Q: 3 clusters Score -2040293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2040302.625000 Penalty: 4757.593750
	Iteration 31Q: 3 clusters Score -2040303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2040310.375000 Penalty: 4757.593750
	Iteration 32Q: 3 clusters Score -2040310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2040312.125000 Penalty: 4757.593750
	Iteration 33Q: 3 clusters Score -2040312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2040316.000000 Penalty: 4757.593750
	Iteration 34Q: 3 clusters Score -2040316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2040320.250000 Penalty: 4757.593750
	Iteration 35Q: 3 clusters Score -2040320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2040319.500000 Penalty: 4757.593750
	Iteration 36Q: 3 clusters Score -2040320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2040319.250000 Penalty: 4757.593750
	Iteration 37Q: 3 clusters Score -2040319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2040319.250000 Penalty: 4757.593750
	Iteration 38F: 3 clusters Score -2040319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -80491.804688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -80491.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78896.750000 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -78896.75 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79301.046875 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -79301.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79521.929688 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -79521.93 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -79802.023438 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -79802.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80105.148438 Penalty: 3220.901855
	Iteration 4F: 3 clusters Score -80105.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -80280.773438 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -80280.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80343.000000 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -80343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80360.265625 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -80360.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -80365.265625 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -80365.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -80370.703125 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -80370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -80380.015625 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -80380.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -80384.664062 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -80384.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80388.734375 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -80388.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80392.367188 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -80392.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80392.367188 Penalty: 3220.901855
	Iteration 14F: 3 clusters Score -80392.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -73181.859375 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -73181.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71536.921875 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -71536.92 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71790.265625 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -71790.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71918.414062 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -71918.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71993.507812 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -71993.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72079.406250 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -72079.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72172.906250 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -72172.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72250.273438 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -72250.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72289.632812 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -72289.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72328.117188 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -72328.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72379.617188 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -72379.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72441.093750 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -72441.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72534.617188 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -72534.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72573.953125 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -72573.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72582.796875 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -72582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72585.203125 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -72585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72587.343750 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -72587.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72587.343750 Penalty: 3179.446777
	Iteration 16F: 3 clusters Score -72587.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -372831.968750 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -372832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -369629.937500 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -369629.9 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -370236.656250 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -370236.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -370389.687500 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -370389.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -370484.562500 Penalty: 3956.050537
	Iteration 3Q: 3 clusters Score -370484.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -370565.968750 Penalty: 3956.050537
	Iteration 4Q: 3 clusters Score -370566 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -370631.093750 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -370631.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -370687.312500 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -370687.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -370737.593750 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -370737.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -370783.062500 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -370783.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -370845.656250 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -370845.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -370900.937500 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -370900.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -370944.656250 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -370944.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -370991.437500 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -370991.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -371025.937500 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -371025.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -371056.531250 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -371056.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -371085.375000 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -371085.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -371121.875000 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -371121.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -371159.000000 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -371159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -371188.500000 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -371188.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -371232.468750 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -371232.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -371286.062500 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -371286.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -371340.000000 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -371340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -371393.375000 Penalty: 3956.050537
	Iteration 22Q: 3 clusters Score -371393.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -371436.281250 Penalty: 3956.050537
	Iteration 23Q: 3 clusters Score -371436.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -371478.531250 Penalty: 3956.050537
	Iteration 24Q: 3 clusters Score -371478.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -371509.781250 Penalty: 3956.050537
	Iteration 25Q: 3 clusters Score -371509.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -371545.093750 Penalty: 3956.050537
	Iteration 26Q: 3 clusters Score -371545.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -371582.093750 Penalty: 3956.050537
	Iteration 27Q: 3 clusters Score -371582.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -371609.625000 Penalty: 3956.050537
	Iteration 28Q: 3 clusters Score -371609.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -371630.562500 Penalty: 3956.050537
	Iteration 29Q: 3 clusters Score -371630.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -371642.718750 Penalty: 3956.050537
	Iteration 30Q: 3 clusters Score -371642.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -371653.218750 Penalty: 3956.050537
	Iteration 31Q: 3 clusters Score -371653.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -371661.437500 Penalty: 3956.050537
	Iteration 32Q: 3 clusters Score -371661.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -371669.281250 Penalty: 3956.050537
	Iteration 33Q: 3 clusters Score -371669.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -371674.843750 Penalty: 3956.050537
	Iteration 34Q: 3 clusters Score -371674.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -371681.968750 Penalty: 3956.050537
	Iteration 35Q: 3 clusters Score -371682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -371691.843750 Penalty: 3956.050537
	Iteration 36Q: 3 clusters Score -371691.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -371699.093750 Penalty: 3956.050537
	Iteration 37Q: 3 clusters Score -371699.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -371713.250000 Penalty: 3956.050537
	Iteration 38Q: 3 clusters Score -371713.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -371726.218750 Penalty: 3956.050537
	Iteration 39Q: 3 clusters Score -371726.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -371733.781250 Penalty: 3956.050537
	Iteration 40F: 3 clusters Score -371733.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -371740.031250 Penalty: 3956.050537
	Iteration 41Q: 3 clusters Score -371740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -371747.500000 Penalty: 3956.050537
	Iteration 42Q: 3 clusters Score -371747.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -371752.218750 Penalty: 3956.050537
	Iteration 43Q: 3 clusters Score -371752.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -371756.312500 Penalty: 3956.050537
	Iteration 44Q: 3 clusters Score -371756.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -371759.968750 Penalty: 3956.050537
	Iteration 45Q: 3 clusters Score -371760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -371761.906250 Penalty: 3956.050537
	Iteration 46Q: 3 clusters Score -371761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -371766.281250 Penalty: 3956.050537
	Iteration 47Q: 3 clusters Score -371766.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -371768.187500 Penalty: 3956.050537
	Iteration 48Q: 3 clusters Score -371768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -371771.718750 Penalty: 3956.050537
	Iteration 49Q: 3 clusters Score -371771.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -371772.312500 Penalty: 3956.050537
	Iteration 50Q: 3 clusters Score -371772.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -371773.343750 Penalty: 3956.050537
	Iteration 51Q: 3 clusters Score -371773.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -371774.125000 Penalty: 3956.050537
	Iteration 52Q: 3 clusters Score -371774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -371776.531250 Penalty: 3956.050537
	Iteration 53Q: 3 clusters Score -371776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -371780.500000 Penalty: 3956.050537
	Iteration 54Q: 3 clusters Score -371780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -371783.468750 Penalty: 3956.050537
	Iteration 55Q: 3 clusters Score -371783.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -371788.687500 Penalty: 3956.050537
	Iteration 56Q: 3 clusters Score -371788.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -371792.375000 Penalty: 3956.050537
	Iteration 57Q: 3 clusters Score -371792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -371793.812500 Penalty: 3956.050537
	Iteration 58Q: 3 clusters Score -371793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -371794.812500 Penalty: 3956.050537
	Iteration 59Q: 3 clusters Score -371794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -371795.281250 Penalty: 3956.050537
	Iteration 60F: 3 clusters Score -371795.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -371795.218750 Penalty: 3956.050537
	Iteration 61Q: 3 clusters Score -371795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -371798.343750 Penalty: 3956.050537
	Iteration 62Q: 3 clusters Score -371798.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -371800.625000 Penalty: 3956.050537
	Iteration 63Q: 3 clusters Score -371800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -371805.250000 Penalty: 3956.050537
	Iteration 64Q: 3 clusters Score -371805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -371807.625000 Penalty: 3956.050537
	Iteration 65Q: 3 clusters Score -371807.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -371810.218750 Penalty: 3956.050537
	Iteration 66Q: 3 clusters Score -371810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -371812.125000 Penalty: 3956.050537
	Iteration 67Q: 3 clusters Score -371812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -371814.968750 Penalty: 3956.050537
	Iteration 68Q: 3 clusters Score -371815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -371817.187500 Penalty: 3956.050537
	Iteration 69Q: 3 clusters Score -371817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -371819.968750 Penalty: 3956.050537
	Iteration 70Q: 3 clusters Score -371820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -371822.281250 Penalty: 3956.050537
	Iteration 71Q: 3 clusters Score -371822.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -371826.718750 Penalty: 3956.050537
	Iteration 72Q: 3 clusters Score -371826.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -371828.343750 Penalty: 3956.050537
	Iteration 73Q: 3 clusters Score -371828.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -371832.406250 Penalty: 3956.050537
	Iteration 74Q: 3 clusters Score -371832.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -371837.687500 Penalty: 3956.050537
	Iteration 75Q: 3 clusters Score -371837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -371841.156250 Penalty: 3956.050537
	Iteration 76Q: 3 clusters Score -371841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -371846.968750 Penalty: 3956.050537
	Iteration 77Q: 3 clusters Score -371847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -371853.187500 Penalty: 3956.050537
	Iteration 78Q: 3 clusters Score -371853.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -371858.718750 Penalty: 3956.050537
	Iteration 79Q: 3 clusters Score -371858.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -371863.000000 Penalty: 3956.050537
	Iteration 80F: 3 clusters Score -371863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -371868.593750 Penalty: 3956.050537
	Iteration 81Q: 3 clusters Score -371868.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -371870.937500 Penalty: 3956.050537
	Iteration 82Q: 3 clusters Score -371870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -371873.812500 Penalty: 3956.050537
	Iteration 83Q: 3 clusters Score -371873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -371873.562500 Penalty: 3956.050537
	Iteration 84Q: 3 clusters Score -371873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -371873.562500 Penalty: 3956.050537
	Iteration 85F: 3 clusters Score -371873.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158869 members 
Entering Unmasked Estep 
Score: -21893960.000000 Penalty: 2970.007080
	Iteration 0F: 2 clusters Score -2.189396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -21788926.000000 Penalty: 5940.014160
	Iteration 0F: 3 clusters Score -2.178893e+07 nChanged 75935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -21832634.000000 Penalty: 5940.014160
	Iteration 1F: 3 clusters Score -2.183263e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 83574 members 
Entering Unmasked Estep 
Score: -21833826.000000 Penalty: 5940.014160
	Iteration 2Q: 3 clusters Score -2.183383e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -21835348.000000 Penalty: 5940.014160
	Iteration 3Q: 3 clusters Score -2.183535e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -21837662.000000 Penalty: 5940.014160
	Iteration 4Q: 3 clusters Score -2.183766e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -21842446.000000 Penalty: 5940.014160
	Iteration 5F: 3 clusters Score -2.184245e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 104717 members 
Entering Unmasked Estep 
Score: -21850236.000000 Penalty: 5940.014160
	Iteration 6F: 3 clusters Score -2.185024e+07 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 114606 members 
Entering Unmasked Estep 
Score: -21861962.000000 Penalty: 5940.014160
	Iteration 7F: 3 clusters Score -2.186196e+07 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 123468 members 
Entering Unmasked Estep 
Score: -21875118.000000 Penalty: 5940.014160
	Iteration 8F: 3 clusters Score -2.187512e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 128434 members 
Entering Unmasked Estep 
Score: -21885906.000000 Penalty: 5940.014160
	Iteration 9F: 3 clusters Score -2.188591e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 129974 members 
Entering Unmasked Estep 
Score: -21889968.000000 Penalty: 5940.014160
	Iteration 10Q: 3 clusters Score -2.188997e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 130854 members 
Entering Unmasked Estep 
Score: -21891180.000000 Penalty: 5940.014160
	Iteration 11Q: 3 clusters Score -2.189118e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 131679 members 
Entering Unmasked Estep 
Score: -21891814.000000 Penalty: 5940.014160
	Iteration 12Q: 3 clusters Score -2.189181e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 132381 members 
Entering Unmasked Estep 
Score: -21892214.000000 Penalty: 5940.014160
	Iteration 13Q: 3 clusters Score -2.189221e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 132958 members 
Entering Unmasked Estep 
Score: -21892374.000000 Penalty: 5940.014160
	Iteration 14Q: 3 clusters Score -2.189237e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 133524 members 
Entering Unmasked Estep 
Score: -21892496.000000 Penalty: 5940.014160
	Iteration 15Q: 3 clusters Score -2.18925e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 134067 members 
Entering Unmasked Estep 
Score: -21892532.000000 Penalty: 5940.014160
	Iteration 16Q: 3 clusters Score -2.189253e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 134602 members 
Entering Unmasked Estep 
Score: -21892658.000000 Penalty: 5940.014160
	Iteration 17Q: 3 clusters Score -2.189266e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 135151 members 
Entering Unmasked Estep 
Score: -21892676.000000 Penalty: 5940.014160
	Iteration 18Q: 3 clusters Score -2.189268e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 135663 members 
Entering Unmasked Estep 
Score: -21892768.000000 Penalty: 5940.014160
	Iteration 19Q: 3 clusters Score -2.189277e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 136154 members 
Entering Unmasked Estep 
Score: -21892856.000000 Penalty: 5940.014160
	Iteration 20F: 3 clusters Score -2.189286e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 136640 members 
Entering Unmasked Estep 
Score: -21892892.000000 Penalty: 5940.014160
	Iteration 21Q: 3 clusters Score -2.189289e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 137133 members 
Entering Unmasked Estep 
Score: -21892992.000000 Penalty: 5940.014160
	Iteration 22Q: 3 clusters Score -2.189299e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 137607 members 
Entering Unmasked Estep 
Score: -21893046.000000 Penalty: 5940.014160
	Iteration 23Q: 3 clusters Score -2.189305e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 138033 members 
Entering Unmasked Estep 
Score: -21893162.000000 Penalty: 5940.014160
	Iteration 24Q: 3 clusters Score -2.189316e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 138423 members 
Entering Unmasked Estep 
Score: -21893114.000000 Penalty: 5940.014160
	Iteration 25Q: 3 clusters Score -2.189311e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 138825 members 
Entering Unmasked Estep 
Score: -21893138.000000 Penalty: 5940.014160
	Iteration 26Q: 3 clusters Score -2.189314e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -21893238.000000 Penalty: 5940.014160
	Iteration 27Q: 3 clusters Score -2.189324e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 139634 members 
Entering Unmasked Estep 
Score: -21893314.000000 Penalty: 5940.014160
	Iteration 28Q: 3 clusters Score -2.189331e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 140050 members 
Entering Unmasked Estep 
Score: -21893368.000000 Penalty: 5940.014160
	Iteration 29Q: 3 clusters Score -2.189337e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 140458 members 
Entering Unmasked Estep 
Score: -21893324.000000 Penalty: 5940.014160
	Iteration 30Q: 3 clusters Score -2.189332e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 140858 members 
Entering Unmasked Estep 
Score: -21893390.000000 Penalty: 5940.014160
	Iteration 31Q: 3 clusters Score -2.189339e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 141259 members 
Entering Unmasked Estep 
Score: -21893364.000000 Penalty: 5940.014160
	Iteration 32Q: 3 clusters Score -2.189336e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 141636 members 
Entering Unmasked Estep 
Score: -21893416.000000 Penalty: 5940.014160
	Iteration 33Q: 3 clusters Score -2.189342e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 142002 members 
Entering Unmasked Estep 
Score: -21893432.000000 Penalty: 5940.014160
	Iteration 34Q: 3 clusters Score -2.189343e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 142365 members 
Entering Unmasked Estep 
Score: -21893448.000000 Penalty: 5940.014160
	Iteration 35Q: 3 clusters Score -2.189345e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 142721 members 
Entering Unmasked Estep 
Score: -21893438.000000 Penalty: 5940.014160
	Iteration 36Q: 3 clusters Score -2.189344e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 143064 members 
Entering Unmasked Estep 
Score: -21893444.000000 Penalty: 5940.014160
	Iteration 37Q: 3 clusters Score -2.189344e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 143398 members 
Entering Unmasked Estep 
Score: -21893416.000000 Penalty: 5940.014160
	Iteration 38Q: 3 clusters Score -2.189342e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 143704 members 
Entering Unmasked Estep 
Score: -21893426.000000 Penalty: 5940.014160
	Iteration 39Q: 3 clusters Score -2.189343e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 143978 members 
Entering Unmasked Estep 
Score: -21893462.000000 Penalty: 5940.014160
	Iteration 40F: 3 clusters Score -2.189346e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 144247 members 
Entering Unmasked Estep 
Score: -21893542.000000 Penalty: 5940.014160
	Iteration 41Q: 3 clusters Score -2.189354e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 144496 members 
Entering Unmasked Estep 
Score: -21893546.000000 Penalty: 5940.014160
	Iteration 42Q: 3 clusters Score -2.189355e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -21893556.000000 Penalty: 5940.014160
	Iteration 43Q: 3 clusters Score -2.189356e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 144947 members 
Entering Unmasked Estep 
Score: -21893546.000000 Penalty: 5940.014160
	Iteration 44Q: 3 clusters Score -2.189355e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 145169 members 
Entering Unmasked Estep 
Score: -21893498.000000 Penalty: 5940.014160
	Iteration 45Q: 3 clusters Score -2.18935e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 145424 members 
Entering Unmasked Estep 
Score: -21893514.000000 Penalty: 5940.014160
	Iteration 46Q: 3 clusters Score -2.189351e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 145660 members 
Entering Unmasked Estep 
Score: -21893466.000000 Penalty: 5940.014160
	Iteration 47Q: 3 clusters Score -2.189347e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 145890 members 
Entering Unmasked Estep 
Score: -21893448.000000 Penalty: 5940.014160
	Iteration 48Q: 3 clusters Score -2.189345e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 146111 members 
Entering Unmasked Estep 
Score: -21893464.000000 Penalty: 5940.014160
	Iteration 49Q: 3 clusters Score -2.189346e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 146331 members 
Entering Unmasked Estep 
Score: -21893490.000000 Penalty: 5940.014160
	Iteration 50Q: 3 clusters Score -2.189349e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 146555 members 
Entering Unmasked Estep 
Score: -21893520.000000 Penalty: 5940.014160
	Iteration 51Q: 3 clusters Score -2.189352e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 146764 members 
Entering Unmasked Estep 
Score: -21893506.000000 Penalty: 5940.014160
	Iteration 52Q: 3 clusters Score -2.189351e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 146965 members 
Entering Unmasked Estep 
Score: -21893546.000000 Penalty: 5940.014160
	Iteration 53Q: 3 clusters Score -2.189355e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 147164 members 
Entering Unmasked Estep 
Score: -21893522.000000 Penalty: 5940.014160
	Iteration 54Q: 3 clusters Score -2.189352e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 147349 members 
Entering Unmasked Estep 
Score: -21893520.000000 Penalty: 5940.014160
	Iteration 55Q: 3 clusters Score -2.189352e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -21893462.000000 Penalty: 5940.014160
	Iteration 56Q: 3 clusters Score -2.189346e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 147692 members 
Entering Unmasked Estep 
Score: -21893518.000000 Penalty: 5940.014160
	Iteration 57Q: 3 clusters Score -2.189352e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 147852 members 
Entering Unmasked Estep 
Score: -21893506.000000 Penalty: 5940.014160
	Iteration 58Q: 3 clusters Score -2.189351e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 148023 members 
Entering Unmasked Estep 
Score: -21893540.000000 Penalty: 5940.014160
	Iteration 59Q: 3 clusters Score -2.189354e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 148159 members 
Entering Unmasked Estep 
Score: -21893510.000000 Penalty: 5940.014160
	Iteration 60F: 3 clusters Score -2.189351e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 148295 members 
Entering Unmasked Estep 
Score: -21893448.000000 Penalty: 5940.014160
	Iteration 61Q: 3 clusters Score -2.189345e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 148428 members 
Entering Unmasked Estep 
Score: -21893430.000000 Penalty: 5940.014160
	Iteration 62Q: 3 clusters Score -2.189343e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -21893456.000000 Penalty: 5940.014160
	Iteration 63Q: 3 clusters Score -2.189346e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 148674 members 
Entering Unmasked Estep 
Score: -21893470.000000 Penalty: 5940.014160
	Iteration 64Q: 3 clusters Score -2.189347e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 148785 members 
Entering Unmasked Estep 
Score: -21893466.000000 Penalty: 5940.014160
	Iteration 65Q: 3 clusters Score -2.189347e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 148884 members 
Entering Unmasked Estep 
Score: -21893436.000000 Penalty: 5940.014160
	Iteration 66Q: 3 clusters Score -2.189344e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 148960 members 
Entering Unmasked Estep 
Score: -21893456.000000 Penalty: 5940.014160
	Iteration 67Q: 3 clusters Score -2.189346e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 149023 members 
Entering Unmasked Estep 
Score: -21893440.000000 Penalty: 5940.014160
	Iteration 68Q: 3 clusters Score -2.189344e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 149087 members 
Entering Unmasked Estep 
Score: -21893458.000000 Penalty: 5940.014160
	Iteration 69Q: 3 clusters Score -2.189346e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 149144 members 
Entering Unmasked Estep 
Score: -21893452.000000 Penalty: 5940.014160
	Iteration 70Q: 3 clusters Score -2.189345e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 149206 members 
Entering Unmasked Estep 
Score: -21893476.000000 Penalty: 5940.014160
	Iteration 71Q: 3 clusters Score -2.189348e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 149277 members 
Entering Unmasked Estep 
Score: -21893476.000000 Penalty: 5940.014160
	Iteration 72Q: 3 clusters Score -2.189348e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 149368 members 
Entering Unmasked Estep 
Score: -21893490.000000 Penalty: 5940.014160
	Iteration 73Q: 3 clusters Score -2.189349e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 149440 members 
Entering Unmasked Estep 
Score: -21893458.000000 Penalty: 5940.014160
	Iteration 74Q: 3 clusters Score -2.189346e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 149492 members 
Entering Unmasked Estep 
Score: -21893454.000000 Penalty: 5940.014160
	Iteration 75Q: 3 clusters Score -2.189345e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 149552 members 
Entering Unmasked Estep 
Score: -21893460.000000 Penalty: 5940.014160
	Iteration 76Q: 3 clusters Score -2.189346e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 149600 members 
Entering Unmasked Estep 
Score: -21893486.000000 Penalty: 5940.014160
	Iteration 77Q: 3 clusters Score -2.189349e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 149653 members 
Entering Unmasked Estep 
Score: -21893472.000000 Penalty: 5940.014160
	Iteration 78Q: 3 clusters Score -2.189347e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 149695 members 
Entering Unmasked Estep 
Score: -21893474.000000 Penalty: 5940.014160
	Iteration 79Q: 3 clusters Score -2.189347e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 149736 members 
Entering Unmasked Estep 
Score: -21893478.000000 Penalty: 5940.014160
	Iteration 80F: 3 clusters Score -2.189348e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 149786 members 
Entering Unmasked Estep 
Score: -21893458.000000 Penalty: 5940.014160
	Iteration 81Q: 3 clusters Score -2.189346e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 149832 members 
Entering Unmasked Estep 
Score: -21893484.000000 Penalty: 5940.014160
	Iteration 82Q: 3 clusters Score -2.189348e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 149887 members 
Entering Unmasked Estep 
Score: -21893462.000000 Penalty: 5940.014160
	Iteration 83Q: 3 clusters Score -2.189346e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -21893440.000000 Penalty: 5940.014160
	Iteration 84Q: 3 clusters Score -2.189344e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 150000 members 
Entering Unmasked Estep 
Score: -21893432.000000 Penalty: 5940.014160
	Iteration 85Q: 3 clusters Score -2.189343e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 150061 members 
Entering Unmasked Estep 
Score: -21893432.000000 Penalty: 5940.014160
	Iteration 86Q: 3 clusters Score -2.189343e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 150126 members 
Entering Unmasked Estep 
Score: -21893430.000000 Penalty: 5940.014160
	Iteration 87Q: 3 clusters Score -2.189343e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 150188 members 
Entering Unmasked Estep 
Score: -21893414.000000 Penalty: 5940.014160
	Iteration 88Q: 3 clusters Score -2.189341e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 150261 members 
Entering Unmasked Estep 
Score: -21893392.000000 Penalty: 5940.014160
	Iteration 89Q: 3 clusters Score -2.189339e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -21893386.000000 Penalty: 5940.014160
	Iteration 90Q: 3 clusters Score -2.189339e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 150397 members 
Entering Unmasked Estep 
Score: -21893378.000000 Penalty: 5940.014160
	Iteration 91Q: 3 clusters Score -2.189338e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 150450 members 
Entering Unmasked Estep 
Score: -21893406.000000 Penalty: 5940.014160
	Iteration 92Q: 3 clusters Score -2.189341e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 150502 members 
Entering Unmasked Estep 
Score: -21893376.000000 Penalty: 5940.014160
	Iteration 93Q: 3 clusters Score -2.189338e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 150554 members 
Entering Unmasked Estep 
Score: -21893366.000000 Penalty: 5940.014160
	Iteration 94Q: 3 clusters Score -2.189337e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 150605 members 
Entering Unmasked Estep 
Score: -21893374.000000 Penalty: 5940.014160
	Iteration 95Q: 3 clusters Score -2.189337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 150651 members 
Entering Unmasked Estep 
Score: -21893382.000000 Penalty: 5940.014160
	Iteration 96Q: 3 clusters Score -2.189338e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 150698 members 
Entering Unmasked Estep 
Score: -21893374.000000 Penalty: 5940.014160
	Iteration 97Q: 3 clusters Score -2.189337e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 150745 members 
Entering Unmasked Estep 
Score: -21893380.000000 Penalty: 5940.014160
	Iteration 98Q: 3 clusters Score -2.189338e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 150785 members 
Entering Unmasked Estep 
Score: -21893374.000000 Penalty: 5940.014160
	Iteration 99Q: 3 clusters Score -2.189337e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 150819 members 
Entering Unmasked Estep 
Score: -21893376.000000 Penalty: 5940.014160
	Iteration 100F: 3 clusters Score -2.189338e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 150856 members 
Entering Unmasked Estep 
Score: -21893360.000000 Penalty: 5940.014160
	Iteration 101Q: 3 clusters Score -2.189336e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 150897 members 
Entering Unmasked Estep 
Score: -21893316.000000 Penalty: 5940.014160
	Iteration 102Q: 3 clusters Score -2.189332e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 150935 members 
Entering Unmasked Estep 
Score: -21893334.000000 Penalty: 5940.014160
	Iteration 103Q: 3 clusters Score -2.189333e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 150968 members 
Entering Unmasked Estep 
Score: -21893324.000000 Penalty: 5940.014160
	Iteration 104Q: 3 clusters Score -2.189332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 150995 members 
Entering Unmasked Estep 
Score: -21893348.000000 Penalty: 5940.014160
	Iteration 105Q: 3 clusters Score -2.189335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 151019 members 
Entering Unmasked Estep 
Score: -21893328.000000 Penalty: 5940.014160
	Iteration 106Q: 3 clusters Score -2.189333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 151046 members 
Entering Unmasked Estep 
Score: -21893336.000000 Penalty: 5940.014160
	Iteration 107Q: 3 clusters Score -2.189334e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 151074 members 
Entering Unmasked Estep 
Score: -21893310.000000 Penalty: 5940.014160
	Iteration 108Q: 3 clusters Score -2.189331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 151095 members 
Entering Unmasked Estep 
Score: -21893312.000000 Penalty: 5940.014160
	Iteration 109Q: 3 clusters Score -2.189331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 151110 members 
Entering Unmasked Estep 
Score: -21893320.000000 Penalty: 5940.014160
	Iteration 110Q: 3 clusters Score -2.189332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 151124 members 
Entering Unmasked Estep 
Score: -21893328.000000 Penalty: 5940.014160
	Iteration 111Q: 3 clusters Score -2.189333e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 151144 members 
Entering Unmasked Estep 
Score: -21893320.000000 Penalty: 5940.014160
	Iteration 112Q: 3 clusters Score -2.189332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 151158 members 
Entering Unmasked Estep 
Score: -21893318.000000 Penalty: 5940.014160
	Iteration 113Q: 3 clusters Score -2.189332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 151171 members 
Entering Unmasked Estep 
Score: -21893312.000000 Penalty: 5940.014160
	Iteration 114Q: 3 clusters Score -2.189331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 151187 members 
Entering Unmasked Estep 
Score: -21893296.000000 Penalty: 5940.014160
	Iteration 115Q: 3 clusters Score -2.18933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 151201 members 
Entering Unmasked Estep 
Score: -21893324.000000 Penalty: 5940.014160
	Iteration 116Q: 3 clusters Score -2.189332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -21893326.000000 Penalty: 5940.014160
	Iteration 117Q: 3 clusters Score -2.189333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 151226 members 
Entering Unmasked Estep 
Score: -21893292.000000 Penalty: 5940.014160
	Iteration 118Q: 3 clusters Score -2.189329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 151243 members 
Entering Unmasked Estep 
Score: -21893302.000000 Penalty: 5940.014160
	Iteration 119Q: 3 clusters Score -2.18933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 151253 members 
Entering Unmasked Estep 
Score: -21893326.000000 Penalty: 5940.014160
	Iteration 120F: 3 clusters Score -2.189333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 151261 members 
Entering Unmasked Estep 
Score: -21893306.000000 Penalty: 5940.014160
	Iteration 121Q: 3 clusters Score -2.189331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 151277 members 
Entering Unmasked Estep 
Score: -21893314.000000 Penalty: 5940.014160
	Iteration 122Q: 3 clusters Score -2.189331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 151296 members 
Entering Unmasked Estep 
Score: -21893324.000000 Penalty: 5940.014160
	Iteration 123Q: 3 clusters Score -2.189332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 151309 members 
Entering Unmasked Estep 
Score: -21893340.000000 Penalty: 5940.014160
	Iteration 124Q: 3 clusters Score -2.189334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 151317 members 
Entering Unmasked Estep 
Score: -21893330.000000 Penalty: 5940.014160
	Iteration 125Q: 3 clusters Score -2.189333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 151320 members 
Entering Unmasked Estep 
Score: -21893320.000000 Penalty: 5940.014160
	Iteration 126Q: 3 clusters Score -2.189332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 151324 members 
Entering Unmasked Estep 
Score: -21893330.000000 Penalty: 5940.014160
	Iteration 127Q: 3 clusters Score -2.189333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 151326 members 
Entering Unmasked Estep 
Score: -21893314.000000 Penalty: 5940.014160
	Iteration 128Q: 3 clusters Score -2.189331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 151329 members 
Entering Unmasked Estep 
Score: -21893308.000000 Penalty: 5940.014160
	Iteration 129Q: 3 clusters Score -2.189331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 151334 members 
Entering Unmasked Estep 
Score: -21893318.000000 Penalty: 5940.014160
	Iteration 130Q: 3 clusters Score -2.189332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 151346 members 
Entering Unmasked Estep 
Score: -21893320.000000 Penalty: 5940.014160
	Iteration 131Q: 3 clusters Score -2.189332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 151353 members 
Entering Unmasked Estep 
Score: -21893338.000000 Penalty: 5940.014160
	Iteration 132Q: 3 clusters Score -2.189334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 151359 members 
Entering Unmasked Estep 
Score: -21893328.000000 Penalty: 5940.014160
	Iteration 133Q: 3 clusters Score -2.189333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 151363 members 
Entering Unmasked Estep 
Score: -21893330.000000 Penalty: 5940.014160
	Iteration 134Q: 3 clusters Score -2.189333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 151367 members 
Entering Unmasked Estep 
Score: -21893318.000000 Penalty: 5940.014160
	Iteration 135Q: 3 clusters Score -2.189332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 151372 members 
Entering Unmasked Estep 
Score: -21893312.000000 Penalty: 5940.014160
	Iteration 136Q: 3 clusters Score -2.189331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 151378 members 
Entering Unmasked Estep 
Score: -21893312.000000 Penalty: 5940.014160
	Iteration 137Q: 3 clusters Score -2.189331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 151385 members 
Entering Unmasked Estep 
Score: -21893306.000000 Penalty: 5940.014160
	Iteration 138Q: 3 clusters Score -2.189331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 151389 members 
Entering Unmasked Estep 
Score: -21893312.000000 Penalty: 5940.014160
	Iteration 139Q: 3 clusters Score -2.189331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 151393 members 
Entering Unmasked Estep 
Score: -21893302.000000 Penalty: 5940.014160
	Iteration 140F: 3 clusters Score -2.18933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 151399 members 
Entering Unmasked Estep 
Score: -21893316.000000 Penalty: 5940.014160
	Iteration 141Q: 3 clusters Score -2.189332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 151408 members 
Entering Unmasked Estep 
Score: -21893290.000000 Penalty: 5940.014160
	Iteration 142Q: 3 clusters Score -2.189329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 151416 members 
Entering Unmasked Estep 
Score: -21893294.000000 Penalty: 5940.014160
	Iteration 143Q: 3 clusters Score -2.189329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 151421 members 
Entering Unmasked Estep 
Score: -21893278.000000 Penalty: 5940.014160
	Iteration 144Q: 3 clusters Score -2.189328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 151429 members 
Entering Unmasked Estep 
Score: -21893276.000000 Penalty: 5940.014160
	Iteration 145Q: 3 clusters Score -2.189328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 151442 members 
Entering Unmasked Estep 
Score: -21893272.000000 Penalty: 5940.014160
	Iteration 146Q: 3 clusters Score -2.189327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 151452 members 
Entering Unmasked Estep 
Score: -21893262.000000 Penalty: 5940.014160
	Iteration 147Q: 3 clusters Score -2.189326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 151459 members 
Entering Unmasked Estep 
Score: -21893262.000000 Penalty: 5940.014160
	Iteration 148Q: 3 clusters Score -2.189326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 151463 members 
Entering Unmasked Estep 
Score: -21893270.000000 Penalty: 5940.014160
	Iteration 149Q: 3 clusters Score -2.189327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 151469 members 
Entering Unmasked Estep 
Score: -21893268.000000 Penalty: 5940.014160
	Iteration 150Q: 3 clusters Score -2.189327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 151475 members 
Entering Unmasked Estep 
Score: -21893268.000000 Penalty: 5940.014160
	Iteration 151Q: 3 clusters Score -2.189327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 151482 members 
Entering Unmasked Estep 
Score: -21893262.000000 Penalty: 5940.014160
	Iteration 152Q: 3 clusters Score -2.189326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 151495 members 
Entering Unmasked Estep 
Score: -21893264.000000 Penalty: 5940.014160
	Iteration 153Q: 3 clusters Score -2.189326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 151506 members 
Entering Unmasked Estep 
Score: -21893272.000000 Penalty: 5940.014160
	Iteration 154Q: 3 clusters Score -2.189327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 151517 members 
Entering Unmasked Estep 
Score: -21893264.000000 Penalty: 5940.014160
	Iteration 155Q: 3 clusters Score -2.189326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 151527 members 
Entering Unmasked Estep 
Score: -21893266.000000 Penalty: 5940.014160
	Iteration 156Q: 3 clusters Score -2.189327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 151541 members 
Entering Unmasked Estep 
Score: -21893270.000000 Penalty: 5940.014160
	Iteration 157Q: 3 clusters Score -2.189327e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 151562 members 
Entering Unmasked Estep 
Score: -21893256.000000 Penalty: 5940.014160
	Iteration 158Q: 3 clusters Score -2.189326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 151579 members 
Entering Unmasked Estep 
Score: -21893290.000000 Penalty: 5940.014160
	Iteration 159Q: 3 clusters Score -2.189329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 151592 members 
Entering Unmasked Estep 
Score: -21893300.000000 Penalty: 5940.014160
	Iteration 160F: 3 clusters Score -2.18933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 151598 members 
Entering Unmasked Estep 
Score: -21893296.000000 Penalty: 5940.014160
	Iteration 161Q: 3 clusters Score -2.18933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 151600 members 
Entering Unmasked Estep 
Score: -21893280.000000 Penalty: 5940.014160
	Iteration 162Q: 3 clusters Score -2.189328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 151601 members 
Entering Unmasked Estep 
Score: -21893290.000000 Penalty: 5940.014160
	Iteration 163Q: 3 clusters Score -2.189329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 151603 members 
Entering Unmasked Estep 
Score: -21893280.000000 Penalty: 5940.014160
	Iteration 164Q: 3 clusters Score -2.189328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 151608 members 
Entering Unmasked Estep 
Score: -21893280.000000 Penalty: 5940.014160
	Iteration 165Q: 3 clusters Score -2.189328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 151612 members 
Entering Unmasked Estep 
Score: -21893286.000000 Penalty: 5940.014160
	Iteration 166Q: 3 clusters Score -2.189329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 151615 members 
Entering Unmasked Estep 
Score: -21893294.000000 Penalty: 5940.014160
	Iteration 167Q: 3 clusters Score -2.189329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 151621 members 
Entering Unmasked Estep 
Score: -21893288.000000 Penalty: 5940.014160
	Iteration 168Q: 3 clusters Score -2.189329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 151625 members 
Entering Unmasked Estep 
Score: -21893272.000000 Penalty: 5940.014160
	Iteration 169Q: 3 clusters Score -2.189327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 151628 members 
Entering Unmasked Estep 
Score: -21893268.000000 Penalty: 5940.014160
	Iteration 170Q: 3 clusters Score -2.189327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 151631 members 
Entering Unmasked Estep 
Score: -21893264.000000 Penalty: 5940.014160
	Iteration 171Q: 3 clusters Score -2.189326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 151636 members 
Entering Unmasked Estep 
Score: -21893256.000000 Penalty: 5940.014160
	Iteration 172Q: 3 clusters Score -2.189326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 151639 members 
Entering Unmasked Estep 
Score: -21893238.000000 Penalty: 5940.014160
	Iteration 173Q: 3 clusters Score -2.189324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 151642 members 
Entering Unmasked Estep 
Score: -21893236.000000 Penalty: 5940.014160
	Iteration 174Q: 3 clusters Score -2.189324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 151647 members 
Entering Unmasked Estep 
Score: -21893248.000000 Penalty: 5940.014160
	Iteration 175Q: 3 clusters Score -2.189325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 151652 members 
Entering Unmasked Estep 
Score: -21893256.000000 Penalty: 5940.014160
	Iteration 176Q: 3 clusters Score -2.189326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 151655 members 
Entering Unmasked Estep 
Score: -21893266.000000 Penalty: 5940.014160
	Iteration 177Q: 3 clusters Score -2.189327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 151663 members 
Entering Unmasked Estep 
Score: -21893260.000000 Penalty: 5940.014160
	Iteration 178Q: 3 clusters Score -2.189326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 151668 members 
Entering Unmasked Estep 
Score: -21893238.000000 Penalty: 5940.014160
	Iteration 179Q: 3 clusters Score -2.189324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 151675 members 
Entering Unmasked Estep 
Score: -21893242.000000 Penalty: 5940.014160
	Iteration 180F: 3 clusters Score -2.189324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 151678 members 
Entering Unmasked Estep 
Score: -21893248.000000 Penalty: 5940.014160
	Iteration 181Q: 3 clusters Score -2.189325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 151681 members 
Entering Unmasked Estep 
Score: -21893242.000000 Penalty: 5940.014160
	Iteration 182Q: 3 clusters Score -2.189324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 151682 members 
Entering Unmasked Estep 
Score: -21893242.000000 Penalty: 5940.014160
	Iteration 183Q: 3 clusters Score -2.189324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 151683 members 
Entering Unmasked Estep 
Score: -21893234.000000 Penalty: 5940.014160
	Iteration 184Q: 3 clusters Score -2.189323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 151683 members 
Entering Unmasked Estep 
Score: -21893234.000000 Penalty: 5940.014160
	Iteration 185F: 3 clusters Score -2.189323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (93440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Entering Unmasked Estep 
Score: -12970514.000000 Penalty: 2838.378662
	Iteration 0F: 2 clusters Score -1.297051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -12908203.000000 Penalty: 5676.757324
	Iteration 0F: 3 clusters Score -1.29082e+07 nChanged 44244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -12933133.000000 Penalty: 5676.757324
	Iteration 1F: 3 clusters Score -1.293313e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -12933996.000000 Penalty: 5676.757324
	Iteration 2Q: 3 clusters Score -1.2934e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -12934960.000000 Penalty: 5676.757324
	Iteration 3Q: 3 clusters Score -1.293496e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -12936183.000000 Penalty: 5676.757324
	Iteration 4Q: 3 clusters Score -1.293618e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -12938190.000000 Penalty: 5676.757324
	Iteration 5Q: 3 clusters Score -1.293819e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -12941188.000000 Penalty: 5676.757324
	Iteration 6F: 3 clusters Score -1.294119e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -12945552.000000 Penalty: 5676.757324
	Iteration 7F: 3 clusters Score -1.294555e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -12950791.000000 Penalty: 5676.757324
	Iteration 8F: 3 clusters Score -1.295079e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -12956115.000000 Penalty: 5676.757324
	Iteration 9F: 3 clusters Score -1.295612e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -12960370.000000 Penalty: 5676.757324
	Iteration 10F: 3 clusters Score -1.296037e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85304 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -12963173.000000 Penalty: 5676.757324
	Iteration 11Q: 3 clusters Score -1.296317e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -12964897.000000 Penalty: 5676.757324
	Iteration 12Q: 3 clusters Score -1.29649e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -12965995.000000 Penalty: 5676.757324
	Iteration 13Q: 3 clusters Score -1.2966e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89980 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -12966706.000000 Penalty: 5676.757324
	Iteration 14Q: 3 clusters Score -1.296671e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90667 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -12967181.000000 Penalty: 5676.757324
	Iteration 15Q: 3 clusters Score -1.296718e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -12967489.000000 Penalty: 5676.757324
	Iteration 16Q: 3 clusters Score -1.296749e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91457 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -12967725.000000 Penalty: 5676.757324
	Iteration 17Q: 3 clusters Score -1.296772e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91660 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -12967856.000000 Penalty: 5676.757324
	Iteration 18Q: 3 clusters Score -1.296786e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12967956.000000 Penalty: 5676.757324
	Iteration 19Q: 3 clusters Score -1.296796e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -12968029.000000 Penalty: 5676.757324
	Iteration 20F: 3 clusters Score -1.296803e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92013 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -12968082.000000 Penalty: 5676.757324
	Iteration 21Q: 3 clusters Score -1.296808e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -12968113.000000 Penalty: 5676.757324
	Iteration 22Q: 3 clusters Score -1.296811e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92138 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12968161.000000 Penalty: 5676.757324
	Iteration 23Q: 3 clusters Score -1.296816e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92179 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -12968205.000000 Penalty: 5676.757324
	Iteration 24Q: 3 clusters Score -1.29682e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92211 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -12968225.000000 Penalty: 5676.757324
	Iteration 25Q: 3 clusters Score -1.296822e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92238 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -12968250.000000 Penalty: 5676.757324
	Iteration 26Q: 3 clusters Score -1.296825e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92257 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -12968251.000000 Penalty: 5676.757324
	Iteration 27Q: 3 clusters Score -1.296825e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -12968258.000000 Penalty: 5676.757324
	Iteration 28Q: 3 clusters Score -1.296826e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12968273.000000 Penalty: 5676.757324
	Iteration 29Q: 3 clusters Score -1.296827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92290 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -12968278.000000 Penalty: 5676.757324
	Iteration 30Q: 3 clusters Score -1.296828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12968283.000000 Penalty: 5676.757324
	Iteration 31Q: 3 clusters Score -1.296828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92308 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -12968278.000000 Penalty: 5676.757324
	Iteration 32Q: 3 clusters Score -1.296828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -12968284.000000 Penalty: 5676.757324
	Iteration 33Q: 3 clusters Score -1.296828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -12968281.000000 Penalty: 5676.757324
	Iteration 34Q: 3 clusters Score -1.296828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12968286.000000 Penalty: 5676.757324
	Iteration 35Q: 3 clusters Score -1.296829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12968289.000000 Penalty: 5676.757324
	Iteration 36Q: 3 clusters Score -1.296829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -12968291.000000 Penalty: 5676.757324
	Iteration 37Q: 3 clusters Score -1.296829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -12968292.000000 Penalty: 5676.757324
	Iteration 38Q: 3 clusters Score -1.296829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12968290.000000 Penalty: 5676.757324
	Iteration 39Q: 3 clusters Score -1.296829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92332 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -12968286.000000 Penalty: 5676.757324
	Iteration 40F: 3 clusters Score -1.296829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -12968302.000000 Penalty: 5676.757324
	Iteration 41Q: 3 clusters Score -1.29683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92341 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -12968293.000000 Penalty: 5676.757324
	Iteration 42Q: 3 clusters Score -1.296829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92339 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -12968290.000000 Penalty: 5676.757324
	Iteration 43Q: 3 clusters Score -1.296829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12968288.000000 Penalty: 5676.757324
	Iteration 44Q: 3 clusters Score -1.296829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12968288.000000 Penalty: 5676.757324
	Iteration 45F: 3 clusters Score -1.296829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Entering Unmasked Estep 
Score: -725368.937500 Penalty: 2125.165527
	Iteration 0F: 2 clusters Score -725368.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -720682.062500 Penalty: 4250.331055
	Iteration 0F: 3 clusters Score -720682.1 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -721825.687500 Penalty: 4250.331055
	Iteration 1F: 3 clusters Score -721825.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -722030.375000 Penalty: 4250.331055
	Iteration 2F: 3 clusters Score -722030.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -722175.625000 Penalty: 4250.331055
	Iteration 3F: 3 clusters Score -722175.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -722263.437500 Penalty: 4250.331055
	Iteration 4Q: 3 clusters Score -722263.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -722326.562500 Penalty: 4250.331055
	Iteration 5Q: 3 clusters Score -722326.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -722371.250000 Penalty: 4250.331055
	Iteration 6Q: 3 clusters Score -722371.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -722403.125000 Penalty: 4250.331055
	Iteration 7Q: 3 clusters Score -722403.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -722429.375000 Penalty: 4250.331055
	Iteration 8Q: 3 clusters Score -722429.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -722459.562500 Penalty: 4250.331055
	Iteration 9Q: 3 clusters Score -722459.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -722485.625000 Penalty: 4250.331055
	Iteration 10Q: 3 clusters Score -722485.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -722516.000000 Penalty: 4250.331055
	Iteration 11Q: 3 clusters Score -722516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -722549.687500 Penalty: 4250.331055
	Iteration 12Q: 3 clusters Score -722549.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -722576.562500 Penalty: 4250.331055
	Iteration 13Q: 3 clusters Score -722576.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -722603.812500 Penalty: 4250.331055
	Iteration 14Q: 3 clusters Score -722603.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -722629.437500 Penalty: 4250.331055
	Iteration 15Q: 3 clusters Score -722629.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -722655.875000 Penalty: 4250.331055
	Iteration 16Q: 3 clusters Score -722655.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -722680.437500 Penalty: 4250.331055
	Iteration 17Q: 3 clusters Score -722680.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -722704.187500 Penalty: 4250.331055
	Iteration 18Q: 3 clusters Score -722704.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -722733.937500 Penalty: 4250.331055
	Iteration 19Q: 3 clusters Score -722733.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -722755.812500 Penalty: 4250.331055
	Iteration 20F: 3 clusters Score -722755.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -722771.875000 Penalty: 4250.331055
	Iteration 21Q: 3 clusters Score -722771.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -722788.750000 Penalty: 4250.331055
	Iteration 22Q: 3 clusters Score -722788.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -722810.000000 Penalty: 4250.331055
	Iteration 23Q: 3 clusters Score -722810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -722828.187500 Penalty: 4250.331055
	Iteration 24Q: 3 clusters Score -722828.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -722851.312500 Penalty: 4250.331055
	Iteration 25Q: 3 clusters Score -722851.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -722880.937500 Penalty: 4250.331055
	Iteration 26Q: 3 clusters Score -722880.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -722910.562500 Penalty: 4250.331055
	Iteration 27Q: 3 clusters Score -722910.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -722936.750000 Penalty: 4250.331055
	Iteration 28Q: 3 clusters Score -722936.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -722962.062500 Penalty: 4250.331055
	Iteration 29Q: 3 clusters Score -722962.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -722995.125000 Penalty: 4250.331055
	Iteration 30Q: 3 clusters Score -722995.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -723028.625000 Penalty: 4250.331055
	Iteration 31Q: 3 clusters Score -723028.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -723058.125000 Penalty: 4250.331055
	Iteration 32Q: 3 clusters Score -723058.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -723085.625000 Penalty: 4250.331055
	Iteration 33Q: 3 clusters Score -723085.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -723108.437500 Penalty: 4250.331055
	Iteration 34Q: 3 clusters Score -723108.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -723127.500000 Penalty: 4250.331055
	Iteration 35Q: 3 clusters Score -723127.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -723148.937500 Penalty: 4250.331055
	Iteration 36Q: 3 clusters Score -723148.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -723167.125000 Penalty: 4250.331055
	Iteration 37Q: 3 clusters Score -723167.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -723190.562500 Penalty: 4250.331055
	Iteration 38Q: 3 clusters Score -723190.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -723205.875000 Penalty: 4250.331055
	Iteration 39Q: 3 clusters Score -723205.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -723218.125000 Penalty: 4250.331055
	Iteration 40F: 3 clusters Score -723218.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -723225.125000 Penalty: 4250.331055
	Iteration 41Q: 3 clusters Score -723225.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -723233.812500 Penalty: 4250.331055
	Iteration 42Q: 3 clusters Score -723233.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -723239.000000 Penalty: 4250.331055
	Iteration 43Q: 3 clusters Score -723239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -723247.375000 Penalty: 4250.331055
	Iteration 44Q: 3 clusters Score -723247.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -723254.375000 Penalty: 4250.331055
	Iteration 45Q: 3 clusters Score -723254.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -723261.500000 Penalty: 4250.331055
	Iteration 46Q: 3 clusters Score -723261.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -723273.250000 Penalty: 4250.331055
	Iteration 47Q: 3 clusters Score -723273.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -723279.812500 Penalty: 4250.331055
	Iteration 48Q: 3 clusters Score -723279.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -723287.562500 Penalty: 4250.331055
	Iteration 49Q: 3 clusters Score -723287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -723294.250000 Penalty: 4250.331055
	Iteration 50Q: 3 clusters Score -723294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -723299.312500 Penalty: 4250.331055
	Iteration 51Q: 3 clusters Score -723299.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -723301.875000 Penalty: 4250.331055
	Iteration 52Q: 3 clusters Score -723301.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -723307.250000 Penalty: 4250.331055
	Iteration 53Q: 3 clusters Score -723307.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -723314.062500 Penalty: 4250.331055
	Iteration 54Q: 3 clusters Score -723314.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -723320.812500 Penalty: 4250.331055
	Iteration 55Q: 3 clusters Score -723320.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -723328.687500 Penalty: 4250.331055
	Iteration 56Q: 3 clusters Score -723328.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -723340.375000 Penalty: 4250.331055
	Iteration 57Q: 3 clusters Score -723340.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -723349.062500 Penalty: 4250.331055
	Iteration 58Q: 3 clusters Score -723349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -723356.000000 Penalty: 4250.331055
	Iteration 59Q: 3 clusters Score -723356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -723363.500000 Penalty: 4250.331055
	Iteration 60F: 3 clusters Score -723363.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -723368.812500 Penalty: 4250.331055
	Iteration 61Q: 3 clusters Score -723368.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -723373.562500 Penalty: 4250.331055
	Iteration 62Q: 3 clusters Score -723373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -723379.125000 Penalty: 4250.331055
	Iteration 63Q: 3 clusters Score -723379.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -723384.625000 Penalty: 4250.331055
	Iteration 64Q: 3 clusters Score -723384.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -723390.562500 Penalty: 4250.331055
	Iteration 65Q: 3 clusters Score -723390.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -723396.625000 Penalty: 4250.331055
	Iteration 66Q: 3 clusters Score -723396.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -723403.312500 Penalty: 4250.331055
	Iteration 67Q: 3 clusters Score -723403.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -723411.937500 Penalty: 4250.331055
	Iteration 68Q: 3 clusters Score -723411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -723415.750000 Penalty: 4250.331055
	Iteration 69Q: 3 clusters Score -723415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -723417.562500 Penalty: 4250.331055
	Iteration 70Q: 3 clusters Score -723417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -723418.125000 Penalty: 4250.331055
	Iteration 71Q: 3 clusters Score -723418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -723419.437500 Penalty: 4250.331055
	Iteration 72Q: 3 clusters Score -723419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -723420.625000 Penalty: 4250.331055
	Iteration 73Q: 3 clusters Score -723420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -723423.687500 Penalty: 4250.331055
	Iteration 74Q: 3 clusters Score -723423.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -723424.875000 Penalty: 4250.331055
	Iteration 75Q: 3 clusters Score -723424.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -723427.687500 Penalty: 4250.331055
	Iteration 76Q: 3 clusters Score -723427.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -723427.937500 Penalty: 4250.331055
	Iteration 77Q: 3 clusters Score -723427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -723429.250000 Penalty: 4250.331055
	Iteration 78Q: 3 clusters Score -723429.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -723432.687500 Penalty: 4250.331055
	Iteration 79Q: 3 clusters Score -723432.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -723438.375000 Penalty: 4250.331055
	Iteration 80F: 3 clusters Score -723438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -723440.875000 Penalty: 4250.331055
	Iteration 81Q: 3 clusters Score -723440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -723443.500000 Penalty: 4250.331055
	Iteration 82Q: 3 clusters Score -723443.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -723444.937500 Penalty: 4250.331055
	Iteration 83Q: 3 clusters Score -723444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -723446.125000 Penalty: 4250.331055
	Iteration 84Q: 3 clusters Score -723446.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -723446.125000 Penalty: 4250.331055
	Iteration 85F: 3 clusters Score -723446.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Entering Unmasked Estep 
Score: -4565295.500000 Penalty: 2585.624756
	Iteration 0F: 2 clusters Score -4565296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -4542409.000000 Penalty: 5171.249512
	Iteration 0F: 3 clusters Score -4542409 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4551438.000000 Penalty: 5171.249512
	Iteration 1F: 3 clusters Score -4551438 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4552863.500000 Penalty: 5171.249512
	Iteration 2F: 3 clusters Score -4552864 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -4554538.500000 Penalty: 5171.249512
	Iteration 3F: 3 clusters Score -4554538 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -4556306.000000 Penalty: 5171.249512
	Iteration 4F: 3 clusters Score -4556306 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -4557886.000000 Penalty: 5171.249512
	Iteration 5F: 3 clusters Score -4557886 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -4559356.500000 Penalty: 5171.249512
	Iteration 6F: 3 clusters Score -4559356 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -4560728.500000 Penalty: 5171.249512
	Iteration 7Q: 3 clusters Score -4560728 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -4561777.500000 Penalty: 5171.249512
	Iteration 8Q: 3 clusters Score -4561778 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -4562468.000000 Penalty: 5171.249512
	Iteration 9Q: 3 clusters Score -4562468 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -4562935.000000 Penalty: 5171.249512
	Iteration 10Q: 3 clusters Score -4562935 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4563253.000000 Penalty: 5171.249512
	Iteration 11Q: 3 clusters Score -4563253 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -4563519.000000 Penalty: 5171.249512
	Iteration 12Q: 3 clusters Score -4563519 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -4563710.500000 Penalty: 5171.249512
	Iteration 13Q: 3 clusters Score -4563710 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4563881.000000 Penalty: 5171.249512
	Iteration 14Q: 3 clusters Score -4563881 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4564012.000000 Penalty: 5171.249512
	Iteration 15Q: 3 clusters Score -4564012 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4564157.000000 Penalty: 5171.249512
	Iteration 16Q: 3 clusters Score -4564157 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -4564255.000000 Penalty: 5171.249512
	Iteration 17Q: 3 clusters Score -4564255 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4564377.000000 Penalty: 5171.249512
	Iteration 18Q: 3 clusters Score -4564377 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -4564489.000000 Penalty: 5171.249512
	Iteration 19Q: 3 clusters Score -4564489 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -4564674.500000 Penalty: 5171.249512
	Iteration 20F: 3 clusters Score -4564674 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -4564980.500000 Penalty: 5171.249512
	Iteration 21Q: 3 clusters Score -4564980 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4565276.500000 Penalty: 5171.249512
	Iteration 22Q: 3 clusters Score -4565276 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -4565465.000000 Penalty: 5171.249512
	Iteration 23Q: 3 clusters Score -4565465 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4565521.000000 Penalty: 5171.249512
	Iteration 24Q: 3 clusters Score -4565521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -4565545.500000 Penalty: 5171.249512
	Iteration 25Q: 3 clusters Score -4565546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4565548.500000 Penalty: 5171.249512
	Iteration 26Q: 3 clusters Score -4565548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -4565554.500000 Penalty: 5171.249512
	Iteration 27Q: 3 clusters Score -4565554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4565556.000000 Penalty: 5171.249512
	Iteration 28Q: 3 clusters Score -4565556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4565557.500000 Penalty: 5171.249512
	Iteration 29Q: 3 clusters Score -4565558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4565557.000000 Penalty: 5171.249512
	Iteration 30Q: 3 clusters Score -4565557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4565555.000000 Penalty: 5171.249512
	Iteration 31Q: 3 clusters Score -4565555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4565555.000000 Penalty: 5171.249512
	Iteration 32F: 3 clusters Score -4565555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 131533 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55116 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137336 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 158869 members 
Mstep: Class 14 contains 93440 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 2460 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169426 members 
Mstep: Class 21 contains 78724 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81793 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 31262 members 
Entering Unmasked Estep 
Score: -137454112.000000 Penalty: 89173.351562
Splitting cluster 16 changes total score from -137454384.000000 to -137454112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -24049.376953 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -24049.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22886.839844 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22886.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23008.580078 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -23008.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23061.007812 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -23061.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23073.654297 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -23073.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23078.251953 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -23078.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23078.251953 Penalty: 2666.138184
	Iteration 5F: 3 clusters Score -23078.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -522532.531250 Penalty: 2055.306885
	Iteration 0F: 2 clusters Score -522532.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -518610.718750 Penalty: 4110.613770
	Iteration 0F: 3 clusters Score -518610.7 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -519441.093750 Penalty: 4110.613770
	Iteration 1F: 3 clusters Score -519441.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -519659.343750 Penalty: 4110.613770
	Iteration 2F: 3 clusters Score -519659.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -519777.281250 Penalty: 4110.613770
	Iteration 3Q: 3 clusters Score -519777.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -519852.843750 Penalty: 4110.613770
	Iteration 4Q: 3 clusters Score -519852.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -519904.125000 Penalty: 4110.613770
	Iteration 5Q: 3 clusters Score -519904.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -519944.062500 Penalty: 4110.613770
	Iteration 6Q: 3 clusters Score -519944.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -519977.218750 Penalty: 4110.613770
	Iteration 7Q: 3 clusters Score -519977.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -520019.000000 Penalty: 4110.613770
	Iteration 8Q: 3 clusters Score -520019 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -520065.343750 Penalty: 4110.613770
	Iteration 9Q: 3 clusters Score -520065.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -520124.156250 Penalty: 4110.613770
	Iteration 10Q: 3 clusters Score -520124.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -520180.187500 Penalty: 4110.613770
	Iteration 11Q: 3 clusters Score -520180.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -520238.218750 Penalty: 4110.613770
	Iteration 12Q: 3 clusters Score -520238.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -520280.750000 Penalty: 4110.613770
	Iteration 13Q: 3 clusters Score -520280.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -520314.593750 Penalty: 4110.613770
	Iteration 14Q: 3 clusters Score -520314.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -520349.187500 Penalty: 4110.613770
	Iteration 15Q: 3 clusters Score -520349.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -520388.406250 Penalty: 4110.613770
	Iteration 16Q: 3 clusters Score -520388.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -520431.718750 Penalty: 4110.613770
	Iteration 17Q: 3 clusters Score -520431.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -520468.312500 Penalty: 4110.613770
	Iteration 18Q: 3 clusters Score -520468.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -520508.593750 Penalty: 4110.613770
	Iteration 19Q: 3 clusters Score -520508.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -520551.937500 Penalty: 4110.613770
	Iteration 20F: 3 clusters Score -520551.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -520590.531250 Penalty: 4110.613770
	Iteration 21Q: 3 clusters Score -520590.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -520638.250000 Penalty: 4110.613770
	Iteration 22Q: 3 clusters Score -520638.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -520686.312500 Penalty: 4110.613770
	Iteration 23Q: 3 clusters Score -520686.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -520727.687500 Penalty: 4110.613770
	Iteration 24Q: 3 clusters Score -520727.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -520769.156250 Penalty: 4110.613770
	Iteration 25Q: 3 clusters Score -520769.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -520809.125000 Penalty: 4110.613770
	Iteration 26Q: 3 clusters Score -520809.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -520845.906250 Penalty: 4110.613770
	Iteration 27Q: 3 clusters Score -520845.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -520886.500000 Penalty: 4110.613770
	Iteration 28Q: 3 clusters Score -520886.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -520917.843750 Penalty: 4110.613770
	Iteration 29Q: 3 clusters Score -520917.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -520945.593750 Penalty: 4110.613770
	Iteration 30Q: 3 clusters Score -520945.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -520964.093750 Penalty: 4110.613770
	Iteration 31Q: 3 clusters Score -520964.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -520983.593750 Penalty: 4110.613770
	Iteration 32Q: 3 clusters Score -520983.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -521001.031250 Penalty: 4110.613770
	Iteration 33Q: 3 clusters Score -521001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -521014.343750 Penalty: 4110.613770
	Iteration 34Q: 3 clusters Score -521014.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -521021.468750 Penalty: 4110.613770
	Iteration 35Q: 3 clusters Score -521021.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -521033.312500 Penalty: 4110.613770
	Iteration 36Q: 3 clusters Score -521033.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -521040.812500 Penalty: 4110.613770
	Iteration 37Q: 3 clusters Score -521040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -521044.468750 Penalty: 4110.613770
	Iteration 38Q: 3 clusters Score -521044.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -521048.781250 Penalty: 4110.613770
	Iteration 39Q: 3 clusters Score -521048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -521051.531250 Penalty: 4110.613770
	Iteration 40F: 3 clusters Score -521051.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -521055.031250 Penalty: 4110.613770
	Iteration 41Q: 3 clusters Score -521055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -521057.718750 Penalty: 4110.613770
	Iteration 42Q: 3 clusters Score -521057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -521058.593750 Penalty: 4110.613770
	Iteration 43Q: 3 clusters Score -521058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -521059.093750 Penalty: 4110.613770
	Iteration 44Q: 3 clusters Score -521059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -521059.750000 Penalty: 4110.613770
	Iteration 45Q: 3 clusters Score -521059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -521059.750000 Penalty: 4110.613770
	Iteration 46F: 3 clusters Score -521059.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -158648.625000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -156662.500000 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156662.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -157110.078125 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -157110.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -157293.203125 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157293.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -157374.796875 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -157374.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -157429.062500 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -157429.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -157466.046875 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -157501.828125 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157501.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -157535.203125 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157535.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -157559.609375 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157559.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -157568.937500 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157568.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -157582.593750 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -157585.609375 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -157585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -157589.625000 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -157589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -157590.000000 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -157590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -157590.000000 Penalty: 3509.601318
	Iteration 14F: 3 clusters Score -157590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (169426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169426 members 
Entering Unmasked Estep 
Score: -23442592.000000 Penalty: 2985.962646
	Iteration 0F: 2 clusters Score -2.344259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 84695 members 
Entering Unmasked Estep 
Score: -23332630.000000 Penalty: 5971.925293
	Iteration 0F: 3 clusters Score -2.333263e+07 nChanged 81082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85307 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -23379780.000000 Penalty: 5971.925293
	Iteration 1F: 3 clusters Score -2.337978e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -23380686.000000 Penalty: 5971.925293
	Iteration 2Q: 3 clusters Score -2.338069e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -23381620.000000 Penalty: 5971.925293
	Iteration 3Q: 3 clusters Score -2.338162e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -23382950.000000 Penalty: 5971.925293
	Iteration 4Q: 3 clusters Score -2.338295e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 81513 members 
Entering Unmasked Estep 
Score: -23384700.000000 Penalty: 5971.925293
	Iteration 5Q: 3 clusters Score -2.33847e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -23387478.000000 Penalty: 5971.925293
	Iteration 6Q: 3 clusters Score -2.338748e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -23391914.000000 Penalty: 5971.925293
	Iteration 7Q: 3 clusters Score -2.339191e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95234 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
Score: -23398200.000000 Penalty: 5971.925293
	Iteration 8F: 3 clusters Score -2.33982e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98637 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -23405940.000000 Penalty: 5971.925293
	Iteration 9F: 3 clusters Score -2.340594e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -23412050.000000 Penalty: 5971.925293
	Iteration 10F: 3 clusters Score -2.341205e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -23415134.000000 Penalty: 5971.925293
	Iteration 11Q: 3 clusters Score -2.341513e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106318 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -23416068.000000 Penalty: 5971.925293
	Iteration 12Q: 3 clusters Score -2.341607e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108749 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -23416920.000000 Penalty: 5971.925293
	Iteration 13Q: 3 clusters Score -2.341692e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -23417512.000000 Penalty: 5971.925293
	Iteration 14Q: 3 clusters Score -2.341751e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113990 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -23418474.000000 Penalty: 5971.925293
	Iteration 15Q: 3 clusters Score -2.341847e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116873 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -23419312.000000 Penalty: 5971.925293
	Iteration 16Q: 3 clusters Score -2.341931e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119929 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -23420182.000000 Penalty: 5971.925293
	Iteration 17Q: 3 clusters Score -2.342018e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123168 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -23421394.000000 Penalty: 5971.925293
	Iteration 18Q: 3 clusters Score -2.342139e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126598 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -23422728.000000 Penalty: 5971.925293
	Iteration 19Q: 3 clusters Score -2.342273e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130188 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -23424162.000000 Penalty: 5971.925293
	Iteration 20F: 3 clusters Score -2.342416e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133793 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -23425578.000000 Penalty: 5971.925293
	Iteration 21Q: 3 clusters Score -2.342558e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137343 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -23427182.000000 Penalty: 5971.925293
	Iteration 22Q: 3 clusters Score -2.342718e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140859 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -23428884.000000 Penalty: 5971.925293
	Iteration 23Q: 3 clusters Score -2.342888e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144254 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -23430600.000000 Penalty: 5971.925293
	Iteration 24Q: 3 clusters Score -2.34306e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147483 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -23432360.000000 Penalty: 5971.925293
	Iteration 25Q: 3 clusters Score -2.343236e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150403 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -23433986.000000 Penalty: 5971.925293
	Iteration 26Q: 3 clusters Score -2.343399e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153076 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -23435552.000000 Penalty: 5971.925293
	Iteration 27Q: 3 clusters Score -2.343555e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155338 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -23436868.000000 Penalty: 5971.925293
	Iteration 28Q: 3 clusters Score -2.343687e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157224 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -23437968.000000 Penalty: 5971.925293
	Iteration 29Q: 3 clusters Score -2.343797e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158720 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -23438642.000000 Penalty: 5971.925293
	Iteration 30Q: 3 clusters Score -2.343864e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159956 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -23439278.000000 Penalty: 5971.925293
	Iteration 31Q: 3 clusters Score -2.343928e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160953 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -23439660.000000 Penalty: 5971.925293
	Iteration 32Q: 3 clusters Score -2.343966e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161759 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -23439990.000000 Penalty: 5971.925293
	Iteration 33Q: 3 clusters Score -2.343999e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162451 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -23440180.000000 Penalty: 5971.925293
	Iteration 34Q: 3 clusters Score -2.344018e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -23440330.000000 Penalty: 5971.925293
	Iteration 35Q: 3 clusters Score -2.344033e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -23440438.000000 Penalty: 5971.925293
	Iteration 36Q: 3 clusters Score -2.344044e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163842 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -23440494.000000 Penalty: 5971.925293
	Iteration 37Q: 3 clusters Score -2.344049e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164133 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -23440546.000000 Penalty: 5971.925293
	Iteration 38Q: 3 clusters Score -2.344055e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164383 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -23440596.000000 Penalty: 5971.925293
	Iteration 39Q: 3 clusters Score -2.34406e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164592 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -23440600.000000 Penalty: 5971.925293
	Iteration 40F: 3 clusters Score -2.34406e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164808 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -23440606.000000 Penalty: 5971.925293
	Iteration 41Q: 3 clusters Score -2.344061e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164988 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -23440608.000000 Penalty: 5971.925293
	Iteration 42Q: 3 clusters Score -2.344061e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165136 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -23440664.000000 Penalty: 5971.925293
	Iteration 43Q: 3 clusters Score -2.344066e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165273 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -23440732.000000 Penalty: 5971.925293
	Iteration 44Q: 3 clusters Score -2.344073e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165388 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -23440732.000000 Penalty: 5971.925293
	Iteration 45Q: 3 clusters Score -2.344073e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165483 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -23440728.000000 Penalty: 5971.925293
	Iteration 46Q: 3 clusters Score -2.344073e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165574 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -23440718.000000 Penalty: 5971.925293
	Iteration 47Q: 3 clusters Score -2.344072e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165649 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -23440746.000000 Penalty: 5971.925293
	Iteration 48Q: 3 clusters Score -2.344075e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -23440750.000000 Penalty: 5971.925293
	Iteration 49Q: 3 clusters Score -2.344075e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -23440786.000000 Penalty: 5971.925293
	Iteration 50Q: 3 clusters Score -2.344079e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165877 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -23440812.000000 Penalty: 5971.925293
	Iteration 51Q: 3 clusters Score -2.344081e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165945 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -23440806.000000 Penalty: 5971.925293
	Iteration 52Q: 3 clusters Score -2.344081e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165998 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -23440782.000000 Penalty: 5971.925293
	Iteration 53Q: 3 clusters Score -2.344078e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166048 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -23440816.000000 Penalty: 5971.925293
	Iteration 54Q: 3 clusters Score -2.344082e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166086 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -23440834.000000 Penalty: 5971.925293
	Iteration 55Q: 3 clusters Score -2.344083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166104 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -23440808.000000 Penalty: 5971.925293
	Iteration 56Q: 3 clusters Score -2.344081e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166127 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -23440810.000000 Penalty: 5971.925293
	Iteration 57Q: 3 clusters Score -2.344081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166142 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -23440798.000000 Penalty: 5971.925293
	Iteration 58Q: 3 clusters Score -2.34408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166151 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -23440788.000000 Penalty: 5971.925293
	Iteration 59Q: 3 clusters Score -2.344079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166164 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -23440786.000000 Penalty: 5971.925293
	Iteration 60F: 3 clusters Score -2.344079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166173 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -23440774.000000 Penalty: 5971.925293
	Iteration 61Q: 3 clusters Score -2.344077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166187 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -23440794.000000 Penalty: 5971.925293
	Iteration 62Q: 3 clusters Score -2.344079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166201 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -23440762.000000 Penalty: 5971.925293
	Iteration 63Q: 3 clusters Score -2.344076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166220 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -23440760.000000 Penalty: 5971.925293
	Iteration 64Q: 3 clusters Score -2.344076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166226 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -23440770.000000 Penalty: 5971.925293
	Iteration 65Q: 3 clusters Score -2.344077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166236 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -23440744.000000 Penalty: 5971.925293
	Iteration 66Q: 3 clusters Score -2.344074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166242 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -23440730.000000 Penalty: 5971.925293
	Iteration 67Q: 3 clusters Score -2.344073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166251 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -23440770.000000 Penalty: 5971.925293
	Iteration 68Q: 3 clusters Score -2.344077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166257 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -23440756.000000 Penalty: 5971.925293
	Iteration 69Q: 3 clusters Score -2.344076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166264 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -23440770.000000 Penalty: 5971.925293
	Iteration 70Q: 3 clusters Score -2.344077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166266 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -23440754.000000 Penalty: 5971.925293
	Iteration 71Q: 3 clusters Score -2.344075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166269 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -23440760.000000 Penalty: 5971.925293
	Iteration 72Q: 3 clusters Score -2.344076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166273 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -23440758.000000 Penalty: 5971.925293
	Iteration 73Q: 3 clusters Score -2.344076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166276 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -23440750.000000 Penalty: 5971.925293
	Iteration 74Q: 3 clusters Score -2.344075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166278 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -23440758.000000 Penalty: 5971.925293
	Iteration 75Q: 3 clusters Score -2.344076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166281 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -23440758.000000 Penalty: 5971.925293
	Iteration 76Q: 3 clusters Score -2.344076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166284 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -23440778.000000 Penalty: 5971.925293
	Iteration 77Q: 3 clusters Score -2.344078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166285 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -23440766.000000 Penalty: 5971.925293
	Iteration 78Q: 3 clusters Score -2.344077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166288 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -23440746.000000 Penalty: 5971.925293
	Iteration 79Q: 3 clusters Score -2.344075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166292 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -23440738.000000 Penalty: 5971.925293
	Iteration 80F: 3 clusters Score -2.344074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166295 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -23440742.000000 Penalty: 5971.925293
	Iteration 81Q: 3 clusters Score -2.344074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166297 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -23440754.000000 Penalty: 5971.925293
	Iteration 82Q: 3 clusters Score -2.344075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166303 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -23440774.000000 Penalty: 5971.925293
	Iteration 83Q: 3 clusters Score -2.344077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166309 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -23440764.000000 Penalty: 5971.925293
	Iteration 84Q: 3 clusters Score -2.344076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166314 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -23440762.000000 Penalty: 5971.925293
	Iteration 85Q: 3 clusters Score -2.344076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -23440752.000000 Penalty: 5971.925293
	Iteration 86Q: 3 clusters Score -2.344075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166324 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -23440750.000000 Penalty: 5971.925293
	Iteration 87Q: 3 clusters Score -2.344075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166327 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -23440768.000000 Penalty: 5971.925293
	Iteration 88Q: 3 clusters Score -2.344077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166330 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -23440754.000000 Penalty: 5971.925293
	Iteration 89Q: 3 clusters Score -2.344075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166333 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -23440778.000000 Penalty: 5971.925293
	Iteration 90Q: 3 clusters Score -2.344078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166335 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -23440756.000000 Penalty: 5971.925293
	Iteration 91Q: 3 clusters Score -2.344076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166335 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -23440756.000000 Penalty: 5971.925293
	Iteration 92F: 3 clusters Score -2.344076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (78724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Entering Unmasked Estep 
Score: -10920878.000000 Penalty: 2795.878418
	Iteration 0F: 2 clusters Score -1.092088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -10868142.000000 Penalty: 5591.756836
	Iteration 0F: 3 clusters Score -1.086814e+07 nChanged 36947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -10888962.000000 Penalty: 5591.756836
	Iteration 1F: 3 clusters Score -1.088896e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -10889610.000000 Penalty: 5591.756836
	Iteration 2Q: 3 clusters Score -1.088961e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -10890199.000000 Penalty: 5591.756836
	Iteration 3Q: 3 clusters Score -1.08902e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -10890972.000000 Penalty: 5591.756836
	Iteration 4Q: 3 clusters Score -1.089097e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -10891774.000000 Penalty: 5591.756836
	Iteration 5Q: 3 clusters Score -1.089177e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -10892786.000000 Penalty: 5591.756836
	Iteration 6Q: 3 clusters Score -1.089279e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -10894123.000000 Penalty: 5591.756836
	Iteration 7Q: 3 clusters Score -1.089412e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -10896352.000000 Penalty: 5591.756836
	Iteration 8Q: 3 clusters Score -1.089635e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -10899485.000000 Penalty: 5591.756836
	Iteration 9F: 3 clusters Score -1.089948e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -10903105.000000 Penalty: 5591.756836
	Iteration 10F: 3 clusters Score -1.09031e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -10905944.000000 Penalty: 5591.756836
	Iteration 11F: 3 clusters Score -1.090594e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -10907442.000000 Penalty: 5591.756836
	Iteration 12Q: 3 clusters Score -1.090744e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -10908084.000000 Penalty: 5591.756836
	Iteration 13Q: 3 clusters Score -1.090808e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -10908521.000000 Penalty: 5591.756836
	Iteration 14Q: 3 clusters Score -1.090852e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -10908874.000000 Penalty: 5591.756836
	Iteration 15Q: 3 clusters Score -1.090887e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -10909196.000000 Penalty: 5591.756836
	Iteration 16Q: 3 clusters Score -1.09092e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -10909602.000000 Penalty: 5591.756836
	Iteration 17Q: 3 clusters Score -1.09096e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -10909889.000000 Penalty: 5591.756836
	Iteration 18Q: 3 clusters Score -1.090989e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -10910278.000000 Penalty: 5591.756836
	Iteration 19Q: 3 clusters Score -1.091028e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -10910643.000000 Penalty: 5591.756836
	Iteration 20F: 3 clusters Score -1.091064e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -10910961.000000 Penalty: 5591.756836
	Iteration 21Q: 3 clusters Score -1.091096e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -10911346.000000 Penalty: 5591.756836
	Iteration 22Q: 3 clusters Score -1.091135e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -10911780.000000 Penalty: 5591.756836
	Iteration 23Q: 3 clusters Score -1.091178e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -10912266.000000 Penalty: 5591.756836
	Iteration 24Q: 3 clusters Score -1.091227e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -10912719.000000 Penalty: 5591.756836
	Iteration 25Q: 3 clusters Score -1.091272e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -10913235.000000 Penalty: 5591.756836
	Iteration 26Q: 3 clusters Score -1.091324e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -10913752.000000 Penalty: 5591.756836
	Iteration 27Q: 3 clusters Score -1.091375e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -10914292.000000 Penalty: 5591.756836
	Iteration 28Q: 3 clusters Score -1.091429e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68881 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -10914626.000000 Penalty: 5591.756836
	Iteration 29Q: 3 clusters Score -1.091463e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -10915074.000000 Penalty: 5591.756836
	Iteration 30Q: 3 clusters Score -1.091507e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -10915441.000000 Penalty: 5591.756836
	Iteration 31Q: 3 clusters Score -1.091544e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -10915794.000000 Penalty: 5591.756836
	Iteration 32Q: 3 clusters Score -1.091579e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -10916117.000000 Penalty: 5591.756836
	Iteration 33Q: 3 clusters Score -1.091612e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -10916455.000000 Penalty: 5591.756836
	Iteration 34Q: 3 clusters Score -1.091646e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -10916745.000000 Penalty: 5591.756836
	Iteration 35Q: 3 clusters Score -1.091674e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -10916983.000000 Penalty: 5591.756836
	Iteration 36Q: 3 clusters Score -1.091698e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -10917185.000000 Penalty: 5591.756836
	Iteration 37Q: 3 clusters Score -1.091718e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -10917369.000000 Penalty: 5591.756836
	Iteration 38Q: 3 clusters Score -1.091737e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -10917532.000000 Penalty: 5591.756836
	Iteration 39Q: 3 clusters Score -1.091753e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -10917673.000000 Penalty: 5591.756836
	Iteration 40F: 3 clusters Score -1.091767e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -10917797.000000 Penalty: 5591.756836
	Iteration 41Q: 3 clusters Score -1.09178e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -10917929.000000 Penalty: 5591.756836
	Iteration 42Q: 3 clusters Score -1.091793e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -10918026.000000 Penalty: 5591.756836
	Iteration 43Q: 3 clusters Score -1.091803e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -10918074.000000 Penalty: 5591.756836
	Iteration 44Q: 3 clusters Score -1.091807e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -10918148.000000 Penalty: 5591.756836
	Iteration 45Q: 3 clusters Score -1.091815e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10918208.000000 Penalty: 5591.756836
	Iteration 46Q: 3 clusters Score -1.091821e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -10918270.000000 Penalty: 5591.756836
	Iteration 47Q: 3 clusters Score -1.091827e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -10918336.000000 Penalty: 5591.756836
	Iteration 48Q: 3 clusters Score -1.091834e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -10918390.000000 Penalty: 5591.756836
	Iteration 49Q: 3 clusters Score -1.091839e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -10918417.000000 Penalty: 5591.756836
	Iteration 50Q: 3 clusters Score -1.091842e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77278 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10918447.000000 Penalty: 5591.756836
	Iteration 51Q: 3 clusters Score -1.091845e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10918454.000000 Penalty: 5591.756836
	Iteration 52Q: 3 clusters Score -1.091845e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -10918469.000000 Penalty: 5591.756836
	Iteration 53Q: 3 clusters Score -1.091847e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -10918498.000000 Penalty: 5591.756836
	Iteration 54Q: 3 clusters Score -1.09185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -10918514.000000 Penalty: 5591.756836
	Iteration 55Q: 3 clusters Score -1.091851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -10918508.000000 Penalty: 5591.756836
	Iteration 56Q: 3 clusters Score -1.091851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -10918488.000000 Penalty: 5591.756836
	Iteration 57Q: 3 clusters Score -1.091849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77441 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -10918494.000000 Penalty: 5591.756836
	Iteration 58Q: 3 clusters Score -1.091849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10918508.000000 Penalty: 5591.756836
	Iteration 59Q: 3 clusters Score -1.091851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -10918511.000000 Penalty: 5591.756836
	Iteration 60F: 3 clusters Score -1.091851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77465 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10918515.000000 Penalty: 5591.756836
	Iteration 61Q: 3 clusters Score -1.091852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10918533.000000 Penalty: 5591.756836
	Iteration 62Q: 3 clusters Score -1.091853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10918529.000000 Penalty: 5591.756836
	Iteration 63Q: 3 clusters Score -1.091853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10918524.000000 Penalty: 5591.756836
	Iteration 64Q: 3 clusters Score -1.091852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10918527.000000 Penalty: 5591.756836
	Iteration 65Q: 3 clusters Score -1.091853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10918530.000000 Penalty: 5591.756836
	Iteration 66Q: 3 clusters Score -1.091853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10918531.000000 Penalty: 5591.756836
	Iteration 67Q: 3 clusters Score -1.091853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10918538.000000 Penalty: 5591.756836
	Iteration 68Q: 3 clusters Score -1.091854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10918546.000000 Penalty: 5591.756836
	Iteration 69Q: 3 clusters Score -1.091855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -10918557.000000 Penalty: 5591.756836
	Iteration 70Q: 3 clusters Score -1.091856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10918572.000000 Penalty: 5591.756836
	Iteration 71Q: 3 clusters Score -1.091857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10918582.000000 Penalty: 5591.756836
	Iteration 72Q: 3 clusters Score -1.091858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10918581.000000 Penalty: 5591.756836
	Iteration 73Q: 3 clusters Score -1.091858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10918584.000000 Penalty: 5591.756836
	Iteration 74Q: 3 clusters Score -1.091858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10918586.000000 Penalty: 5591.756836
	Iteration 75Q: 3 clusters Score -1.091859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10918584.000000 Penalty: 5591.756836
	Iteration 76Q: 3 clusters Score -1.091858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10918593.000000 Penalty: 5591.756836
	Iteration 77Q: 3 clusters Score -1.091859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10918586.000000 Penalty: 5591.756836
	Iteration 78Q: 3 clusters Score -1.091859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -10918590.000000 Penalty: 5591.756836
	Iteration 79Q: 3 clusters Score -1.091859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10918590.000000 Penalty: 5591.756836
	Iteration 80F: 3 clusters Score -1.091859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10918602.000000 Penalty: 5591.756836
	Iteration 81Q: 3 clusters Score -1.09186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10918602.000000 Penalty: 5591.756836
	Iteration 82F: 3 clusters Score -1.09186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -160521.531250 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -160521.5 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 635 members 
Entering Unmasked Estep 
Score: -158418.218750 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -158418.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158773.343750 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -158773.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -159008.265625 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -159008.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159154.562500 Penalty: 3522.022705
	Iteration 3Q: 3 clusters Score -159154.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159208.796875 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -159208.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159253.687500 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -159253.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -159283.750000 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -159283.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159294.437500 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -159294.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159301.328125 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -159301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159307.562500 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -159307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -159313.921875 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -159313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -159316.765625 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -159316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -159318.781250 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -159318.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159323.109375 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -159323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -159326.015625 Penalty: 3522.022705
	Iteration 14Q: 3 clusters Score -159326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -159330.671875 Penalty: 3522.022705
	Iteration 15Q: 3 clusters Score -159330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -159334.640625 Penalty: 3522.022705
	Iteration 16Q: 3 clusters Score -159334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -159339.093750 Penalty: 3522.022705
	Iteration 17Q: 3 clusters Score -159339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -159344.765625 Penalty: 3522.022705
	Iteration 18Q: 3 clusters Score -159344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -159350.375000 Penalty: 3522.022705
	Iteration 19Q: 3 clusters Score -159350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -159357.343750 Penalty: 3522.022705
	Iteration 20F: 3 clusters Score -159357.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -159368.218750 Penalty: 3522.022705
	Iteration 21Q: 3 clusters Score -159368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -159374.125000 Penalty: 3522.022705
	Iteration 22Q: 3 clusters Score -159374.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -159374.812500 Penalty: 3522.022705
	Iteration 23Q: 3 clusters Score -159374.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -159374.812500 Penalty: 3522.022705
	Iteration 24F: 3 clusters Score -159374.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -13573.099609 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -13573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12812.464844 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -12812.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12827.452148 Penalty: 2386.843506
	Iteration 1Q: 3 clusters Score -12827.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12827.452148 Penalty: 2386.843506
	Iteration 2F: 3 clusters Score -12827.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (81793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Entering Unmasked Estep 
Score: -11390588.000000 Penalty: 2805.362793
	Iteration 0F: 2 clusters Score -1.139059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -11335740.000000 Penalty: 5610.725586
	Iteration 0F: 3 clusters Score -1.133574e+07 nChanged 38370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -11357243.000000 Penalty: 5610.725586
	Iteration 1F: 3 clusters Score -1.135724e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -11357962.000000 Penalty: 5610.725586
	Iteration 2Q: 3 clusters Score -1.135796e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -11358790.000000 Penalty: 5610.725586
	Iteration 3Q: 3 clusters Score -1.135879e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -11359733.000000 Penalty: 5610.725586
	Iteration 4Q: 3 clusters Score -1.135973e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -11361148.000000 Penalty: 5610.725586
	Iteration 5Q: 3 clusters Score -1.136115e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -11363297.000000 Penalty: 5610.725586
	Iteration 6Q: 3 clusters Score -1.13633e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -11366576.000000 Penalty: 5610.725586
	Iteration 7F: 3 clusters Score -1.136658e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -11371054.000000 Penalty: 5610.725586
	Iteration 8F: 3 clusters Score -1.137105e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -11376342.000000 Penalty: 5610.725586
	Iteration 9F: 3 clusters Score -1.137634e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -11380977.000000 Penalty: 5610.725586
	Iteration 10F: 3 clusters Score -1.138098e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -11384135.000000 Penalty: 5610.725586
	Iteration 11Q: 3 clusters Score -1.138414e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -11386059.000000 Penalty: 5610.725586
	Iteration 12Q: 3 clusters Score -1.138606e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -11387070.000000 Penalty: 5610.725586
	Iteration 13Q: 3 clusters Score -1.138707e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11387560.000000 Penalty: 5610.725586
	Iteration 14Q: 3 clusters Score -1.138756e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11387791.000000 Penalty: 5610.725586
	Iteration 15Q: 3 clusters Score -1.138779e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11387964.000000 Penalty: 5610.725586
	Iteration 16Q: 3 clusters Score -1.138796e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11388046.000000 Penalty: 5610.725586
	Iteration 17Q: 3 clusters Score -1.138805e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11388136.000000 Penalty: 5610.725586
	Iteration 18Q: 3 clusters Score -1.138814e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -11388185.000000 Penalty: 5610.725586
	Iteration 19Q: 3 clusters Score -1.138818e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11388212.000000 Penalty: 5610.725586
	Iteration 20F: 3 clusters Score -1.138821e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -11388225.000000 Penalty: 5610.725586
	Iteration 21Q: 3 clusters Score -1.138822e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11388246.000000 Penalty: 5610.725586
	Iteration 22Q: 3 clusters Score -1.138825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11388249.000000 Penalty: 5610.725586
	Iteration 23Q: 3 clusters Score -1.138825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81193 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11388253.000000 Penalty: 5610.725586
	Iteration 24Q: 3 clusters Score -1.138825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81197 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11388262.000000 Penalty: 5610.725586
	Iteration 25Q: 3 clusters Score -1.138826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11388264.000000 Penalty: 5610.725586
	Iteration 26Q: 3 clusters Score -1.138826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81201 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11388265.000000 Penalty: 5610.725586
	Iteration 27Q: 3 clusters Score -1.138826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81202 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11388272.000000 Penalty: 5610.725586
	Iteration 28Q: 3 clusters Score -1.138827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11388275.000000 Penalty: 5610.725586
	Iteration 29Q: 3 clusters Score -1.138828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81209 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11388270.000000 Penalty: 5610.725586
	Iteration 30Q: 3 clusters Score -1.138827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -11388270.000000 Penalty: 5610.725586
	Iteration 31Q: 3 clusters Score -1.138827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11388269.000000 Penalty: 5610.725586
	Iteration 32Q: 3 clusters Score -1.138827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11388269.000000 Penalty: 5610.725586
	Iteration 33F: 3 clusters Score -1.138827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -23335.710938 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -23335.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22259.191406 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -22259.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22279.917969 Penalty: 2632.900635
	Iteration 1Q: 3 clusters Score -22279.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22293.404297 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -22293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22310.261719 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -22310.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22325.964844 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -22325.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22333.371094 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -22333.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22346.464844 Penalty: 2632.900635
	Iteration 6Q: 3 clusters Score -22346.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22346.464844 Penalty: 2632.900635
	Iteration 7F: 3 clusters Score -22346.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 131533 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55116 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137336 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 158869 members 
Mstep: Class 14 contains 93440 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33722 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169426 members 
Mstep: Class 21 contains 78724 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81793 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454384.000000 Penalty: 85743.609375
Iteration 479Q: 26 clusters Score -1.374544e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 131572 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4518 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55119 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137325 members 
Mstep: Class 9 contains 14648 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 158862 members 
Mstep: Class 14 contains 93436 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33720 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169412 members 
Mstep: Class 21 contains 78724 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81787 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454496.000000 Penalty: 85743.609375
Iteration 480F: 26 clusters Score -1.374545e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 131607 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55124 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137326 members 
Mstep: Class 9 contains 14651 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 13 contains 158856 members 
Mstep: Class 14 contains 93432 members 
Mstep: Class 15 contains 5265 members 
Mstep: Class 16 contains 33717 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169390 members 
Mstep: Class 21 contains 78723 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81783 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454400.000000 Penalty: 85743.609375
Iteration 481Q: 26 clusters Score -1.374544e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 131620 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55132 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137322 members 
Mstep: Class 9 contains 14650 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 158839 members 
Mstep: Class 14 contains 93427 members 
Mstep: Class 15 contains 5263 members 
Mstep: Class 16 contains 33716 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169386 members 
Mstep: Class 21 contains 78732 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81787 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454512.000000 Penalty: 85743.609375
Iteration 482Q: 26 clusters Score -1.374545e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 131642 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55141 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137310 members 
Mstep: Class 9 contains 14648 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 158823 members 
Mstep: Class 14 contains 93425 members 
Mstep: Class 15 contains 5263 members 
Mstep: Class 16 contains 33713 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3977 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169368 members 
Mstep: Class 21 contains 78742 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81791 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454528.000000 Penalty: 85743.609375
Iteration 483Q: 26 clusters Score -1.374545e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 131676 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55158 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137308 members 
Mstep: Class 9 contains 14648 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 158809 members 
Mstep: Class 14 contains 93419 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 33712 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3977 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169343 members 
Mstep: Class 21 contains 78748 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81785 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454624.000000 Penalty: 85743.609375
Iteration 484Q: 26 clusters Score -1.374546e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 131712 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55165 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137301 members 
Mstep: Class 9 contains 14647 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 158812 members 
Mstep: Class 14 contains 93412 members 
Mstep: Class 15 contains 5263 members 
Mstep: Class 16 contains 33711 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3977 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169315 members 
Mstep: Class 21 contains 78746 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81781 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454688.000000 Penalty: 85743.609375
Iteration 485Q: 26 clusters Score -1.374547e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 131747 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55173 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137306 members 
Mstep: Class 9 contains 14647 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 158798 members 
Mstep: Class 14 contains 93406 members 
Mstep: Class 15 contains 5261 members 
Mstep: Class 16 contains 33709 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169310 members 
Mstep: Class 21 contains 78739 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81770 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454608.000000 Penalty: 85743.609375
Iteration 486Q: 26 clusters Score -1.374546e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 131786 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55182 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137304 members 
Mstep: Class 9 contains 14647 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 158791 members 
Mstep: Class 14 contains 93402 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 33709 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169290 members 
Mstep: Class 21 contains 78738 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81761 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454592.000000 Penalty: 85743.609375
Iteration 487Q: 26 clusters Score -1.374546e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 131838 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55191 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137306 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 158784 members 
Mstep: Class 14 contains 93392 members 
Mstep: Class 15 contains 5259 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169263 members 
Mstep: Class 21 contains 78746 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81751 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454864.000000 Penalty: 85743.609375
Iteration 488Q: 26 clusters Score -1.374549e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 131885 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55197 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137312 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 158779 members 
Mstep: Class 14 contains 93379 members 
Mstep: Class 15 contains 5258 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169229 members 
Mstep: Class 21 contains 78749 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81748 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454720.000000 Penalty: 85743.609375
Iteration 489Q: 26 clusters Score -1.374547e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 131933 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55199 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137309 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 158792 members 
Mstep: Class 14 contains 93360 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 33692 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169188 members 
Mstep: Class 21 contains 78757 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81746 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454736.000000 Penalty: 85743.609375
Iteration 490Q: 26 clusters Score -1.374547e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 131987 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55210 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137303 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2908 members 
Mstep: Class 13 contains 158788 members 
Mstep: Class 14 contains 93354 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 33691 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169147 members 
Mstep: Class 21 contains 78758 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81742 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454784.000000 Penalty: 85743.609375
Iteration 491Q: 26 clusters Score -1.374548e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 132031 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55217 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137296 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2908 members 
Mstep: Class 13 contains 158797 members 
Mstep: Class 14 contains 93349 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 33690 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169115 members 
Mstep: Class 21 contains 78755 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81735 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454736.000000 Penalty: 85743.609375
Iteration 492Q: 26 clusters Score -1.374547e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 132068 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55225 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137283 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 158804 members 
Mstep: Class 14 contains 93349 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 33686 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169096 members 
Mstep: Class 21 contains 78751 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81730 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454928.000000 Penalty: 85743.609375
Iteration 493Q: 26 clusters Score -1.374549e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 132108 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55230 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137273 members 
Mstep: Class 9 contains 14642 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2906 members 
Mstep: Class 13 contains 158812 members 
Mstep: Class 14 contains 93347 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 33684 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169073 members 
Mstep: Class 21 contains 78744 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81729 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455040.000000 Penalty: 85743.609375
Iteration 494Q: 26 clusters Score -1.37455e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 132150 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55239 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137256 members 
Mstep: Class 9 contains 14640 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2905 members 
Mstep: Class 13 contains 158812 members 
Mstep: Class 14 contains 93344 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 33687 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169055 members 
Mstep: Class 21 contains 78742 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81722 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454896.000000 Penalty: 85743.609375
Iteration 495Q: 26 clusters Score -1.374549e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 132193 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55251 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137219 members 
Mstep: Class 9 contains 14640 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2902 members 
Mstep: Class 13 contains 158825 members 
Mstep: Class 14 contains 93339 members 
Mstep: Class 15 contains 5225 members 
Mstep: Class 16 contains 33694 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169048 members 
Mstep: Class 21 contains 78743 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81711 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454992.000000 Penalty: 85743.609375
Iteration 496Q: 26 clusters Score -1.37455e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 132237 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55258 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137194 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 158843 members 
Mstep: Class 14 contains 93330 members 
Mstep: Class 15 contains 5220 members 
Mstep: Class 16 contains 33700 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169017 members 
Mstep: Class 21 contains 78750 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81700 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454992.000000 Penalty: 85743.609375
Iteration 497Q: 26 clusters Score -1.37455e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 132285 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55263 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137173 members 
Mstep: Class 9 contains 14651 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 158857 members 
Mstep: Class 14 contains 93326 members 
Mstep: Class 15 contains 5213 members 
Mstep: Class 16 contains 33702 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 169008 members 
Mstep: Class 21 contains 78743 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81681 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454944.000000 Penalty: 85743.609375
Iteration 498Q: 26 clusters Score -1.374549e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 132312 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55274 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137162 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 158876 members 
Mstep: Class 14 contains 93324 members 
Mstep: Class 15 contains 5213 members 
Mstep: Class 16 contains 33701 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 168990 members 
Mstep: Class 21 contains 78729 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81664 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137455008.000000 Penalty: 85743.609375
Iteration 499Q: 26 clusters Score -1.37455e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 132338 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 55284 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 137152 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 158917 members 
Mstep: Class 14 contains 93327 members 
Mstep: Class 15 contains 5210 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 168953 members 
Mstep: Class 21 contains 78711 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 123 members 
Mstep: Class 24 contains 81655 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137454912.000000 Penalty: 85743.609375
Iteration 500F: 26 clusters Score -1.374549e+08 nChanged 191
Maximum iterations exceeded
--- Evaluating fit on full set of 3042614 points ---
Entering Unmasked Estep 
Score: -403820768.000000 Penalty: 92555.007812
25->26 Clusters: Score -403820768.000000, best is -404538304.000000

Main iterations: 0 (time per=infms)
Total iterations: 55819 (time per=499.025065ms)
Iterations metric 2: 5488084254720.000000 (time per=5.075556ns)
Iterations metric 3: 164639149129728.000000 (time per=169.188679ps)

That took 27855.080078 seconds.
